2020-10-10 22:41:03,981 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.6.8 |Anaconda, Inc.| (default, Dec 30 2018, 01:22:34) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: GeForce GTX 1080 Ti CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GCC: gcc (GCC) 5.3.0 PyTorch: 1.3.0 PyTorch compiling details: PyTorch built with: - GCC 4.8 - Intel(R) Math Kernel Library Version 2019.0.4 Product Build 20190411 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.20.5 (Git Hash 0125f28c61c1f822fd48570b4c1066f96fcb9b2e) - OpenMP 201107 (a.k.a. OpenMP 3.1) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -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=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.2.2 OpenCV: 4.2.0 MMCV: 1.1.2 MMCV Compiler: n/a MMCV CUDA Compiler: n/a MMAction2: 0.7.0+f3b6ea2 ------------------------------------------------------------ 2020-10-10 22:41:03,982 - mmaction - INFO - Distributed training: True 2020-10-10 22:41:03,982 - mmaction - INFO - Config: /mnt/lustre/linjintao/try/mmaction2_tsm/slurm_configs/recognition/tsm/tsm_r101_1x1x8_50e_sthv2_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet101', depth=101, norm_eval=False, shift_div=8), cls_head=dict( type='TSMHead', num_classes=174, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.001, is_shift=True)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings dataset_type = 'RawframeDataset' data_root = 'data/sth-v2/rawframes_train/' data_root_val = 'data/sth-v2/rawframes_val/' ann_file_train = 'data/sth-v2/sth-v2_train_list.txt' ann_file_val = 'data/sth-v2/sth-v2_val_list.txt' ann_file_test = 'data/sth-v2/sth-v2_val_list.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8), dict(type='RawFrameDecode', decoding_backend='turbojpeg', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict( type='MultiScaleCrop', input_size=224, scales=(1, 0.875, 0.75, 0.66), random_crop=False, max_wh_scale_gap=1, num_fixed_crops=13), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=8, test_mode=True), dict(type='RawFrameDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root,filename_tmpl='{:05}.jpg', pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val,filename_tmpl='{:05}.jpg', pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val,filename_tmpl='{:05}.jpg', pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.01, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0005) optimizer_config = dict(grad_clip=dict(max_norm=20, norm_type=2)) # learning policy lr_config = dict(policy='step', step=[20, 40]) total_epochs = 50 checkpoint_config = dict(interval=1) evaluation = dict( interval=2, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsm_r101_1x1x8_50e_sthv2_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-10-10 22:41:16,716 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-10-10 22:41:22,385 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-126, work_dir: /mnt/lustre/linjintao/try/mmaction2_tsm/workdir/tsm_r101_1x1x8_50e_sthv2_rgb_117 2020-10-10 22:41:22,385 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-10-10 22:42:09,473 - mmaction - INFO - Epoch [1][20/2640] lr: 1.000e-02, eta: 3 days, 14:01:26, time: 2.346, data_time: 0.731, memory: 9800, top1_acc: 0.0078, top5_acc: 0.0648, loss_cls: 5.4608, loss: 5.4608, grad_norm: 4.1449 2020-10-10 22:42:25,884 - mmaction - INFO - Epoch [1][40/2640] lr: 1.000e-02, eta: 2 days, 10:08:39, time: 0.826, data_time: 0.014, memory: 9800, top1_acc: 0.0187, top5_acc: 0.0750, loss_cls: 5.4264, loss: 5.4264, grad_norm: 4.0965 2020-10-10 22:42:42,331 - mmaction - INFO - Epoch [1][60/2640] lr: 1.000e-02, eta: 2 days, 0:47:39, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.0305, top5_acc: 0.1008, loss_cls: 5.1263, loss: 5.1263, grad_norm: 3.5423 2020-10-10 22:42:58,682 - mmaction - INFO - Epoch [1][80/2640] lr: 1.000e-02, eta: 1 day, 20:05:14, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.0219, top5_acc: 0.0844, loss_cls: 5.0344, loss: 5.0344, grad_norm: 3.0445 2020-10-10 22:43:15,214 - mmaction - INFO - Epoch [1][100/2640] lr: 1.000e-02, eta: 1 day, 17:18:18, time: 0.824, data_time: 0.007, memory: 9800, top1_acc: 0.0289, top5_acc: 0.0961, loss_cls: 4.9743, loss: 4.9743, grad_norm: 2.8410 2020-10-10 22:43:31,607 - mmaction - INFO - Epoch [1][120/2640] lr: 1.000e-02, eta: 1 day, 15:26:16, time: 0.823, data_time: 0.008, memory: 9800, top1_acc: 0.0281, top5_acc: 0.1297, loss_cls: 4.8867, loss: 4.8867, grad_norm: 2.4960 2020-10-10 22:43:48,031 - mmaction - INFO - Epoch [1][140/2640] lr: 1.000e-02, eta: 1 day, 14:05:16, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.0242, top5_acc: 0.1070, loss_cls: 4.9128, loss: 4.9128, grad_norm: 2.6019 2020-10-10 22:44:04,477 - mmaction - INFO - Epoch [1][160/2640] lr: 1.000e-02, eta: 1 day, 13:04:14, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.0258, top5_acc: 0.1273, loss_cls: 4.8600, loss: 4.8600, grad_norm: 2.6188 2020-10-10 22:44:21,061 - mmaction - INFO - Epoch [1][180/2640] lr: 1.000e-02, eta: 1 day, 12:20:06, time: 0.833, data_time: 0.008, memory: 9800, top1_acc: 0.0297, top5_acc: 0.1375, loss_cls: 4.8199, loss: 4.8199, grad_norm: 2.3552 2020-10-10 22:44:37,775 - mmaction - INFO - Epoch [1][200/2640] lr: 1.000e-02, eta: 1 day, 11:45:21, time: 0.836, data_time: 0.003, memory: 9800, top1_acc: 0.0391, top5_acc: 0.1531, loss_cls: 4.7760, loss: 4.7760, grad_norm: 2.7407 2020-10-10 22:44:54,234 - mmaction - INFO - Epoch [1][220/2640] lr: 1.000e-02, eta: 1 day, 11:14:19, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.0461, top5_acc: 0.1414, loss_cls: 4.7500, loss: 4.7500, grad_norm: 2.7143 2020-10-10 22:45:11,099 - mmaction - INFO - Epoch [1][240/2640] lr: 1.000e-02, eta: 1 day, 10:52:06, time: 0.843, data_time: 0.005, memory: 9800, top1_acc: 0.0359, top5_acc: 0.1539, loss_cls: 4.7578, loss: 4.7578, grad_norm: 2.9024 2020-10-10 22:45:27,813 - mmaction - INFO - Epoch [1][260/2640] lr: 1.000e-02, eta: 1 day, 10:32:12, time: 0.837, data_time: 0.003, memory: 9800, top1_acc: 0.0477, top5_acc: 0.1625, loss_cls: 4.6719, loss: 4.6719, grad_norm: 3.2847 2020-10-10 22:45:44,714 - mmaction - INFO - Epoch [1][280/2640] lr: 1.000e-02, eta: 1 day, 10:16:28, time: 0.845, data_time: 0.005, memory: 9800, top1_acc: 0.0500, top5_acc: 0.1773, loss_cls: 4.6935, loss: 4.6935, grad_norm: 2.9545 2020-10-10 22:46:01,407 - mmaction - INFO - Epoch [1][300/2640] lr: 1.000e-02, eta: 1 day, 10:01:04, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.0453, top5_acc: 0.1758, loss_cls: 4.6488, loss: 4.6488, grad_norm: 3.0382 2020-10-10 22:46:18,056 - mmaction - INFO - Epoch [1][320/2640] lr: 1.000e-02, eta: 1 day, 9:46:59, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.0563, top5_acc: 0.1836, loss_cls: 4.6680, loss: 4.6680, grad_norm: 3.3058 2020-10-10 22:46:34,851 - mmaction - INFO - Epoch [1][340/2640] lr: 1.000e-02, eta: 1 day, 9:36:15, time: 0.843, data_time: 0.008, memory: 9800, top1_acc: 0.0547, top5_acc: 0.1852, loss_cls: 4.6253, loss: 4.6253, grad_norm: 3.1169 2020-10-10 22:46:51,595 - mmaction - INFO - Epoch [1][360/2640] lr: 1.000e-02, eta: 1 day, 9:26:01, time: 0.837, data_time: 0.003, memory: 9800, top1_acc: 0.0484, top5_acc: 0.1797, loss_cls: 4.6764, loss: 4.6764, grad_norm: 2.9723 2020-10-10 22:47:08,458 - mmaction - INFO - Epoch [1][380/2640] lr: 1.000e-02, eta: 1 day, 9:17:29, time: 0.843, data_time: 0.004, memory: 9800, top1_acc: 0.0617, top5_acc: 0.2227, loss_cls: 4.4975, loss: 4.4975, grad_norm: 3.3289 2020-10-10 22:47:25,400 - mmaction - INFO - Epoch [1][400/2640] lr: 1.000e-02, eta: 1 day, 9:10:15, time: 0.847, data_time: 0.004, memory: 9800, top1_acc: 0.0547, top5_acc: 0.1844, loss_cls: 4.5875, loss: 4.5875, grad_norm: 3.3394 2020-10-10 22:47:42,145 - mmaction - INFO - Epoch [1][420/2640] lr: 1.000e-02, eta: 1 day, 9:02:37, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.0680, top5_acc: 0.1969, loss_cls: 4.5630, loss: 4.5630, grad_norm: 3.5135 2020-10-10 22:47:58,786 - mmaction - INFO - Epoch [1][440/2640] lr: 1.000e-02, eta: 1 day, 8:55:03, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.0641, top5_acc: 0.2094, loss_cls: 4.5269, loss: 4.5269, grad_norm: 3.3082 2020-10-10 22:48:15,449 - mmaction - INFO - Epoch [1][460/2640] lr: 1.000e-02, eta: 1 day, 8:48:22, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.0625, top5_acc: 0.2109, loss_cls: 4.5605, loss: 4.5605, grad_norm: 3.2313 2020-10-10 22:48:32,316 - mmaction - INFO - Epoch [1][480/2640] lr: 1.000e-02, eta: 1 day, 8:43:07, time: 0.844, data_time: 0.005, memory: 9800, top1_acc: 0.0734, top5_acc: 0.2133, loss_cls: 4.5241, loss: 4.5241, grad_norm: 3.3804 2020-10-10 22:48:49,224 - mmaction - INFO - Epoch [1][500/2640] lr: 1.000e-02, eta: 1 day, 8:38:02, time: 0.841, data_time: 0.006, memory: 9800, top1_acc: 0.0781, top5_acc: 0.2469, loss_cls: 4.3751, loss: 4.3751, grad_norm: 3.8077 2020-10-10 22:49:05,942 - mmaction - INFO - Epoch [1][520/2640] lr: 1.000e-02, eta: 1 day, 8:33:18, time: 0.841, data_time: 0.008, memory: 9800, top1_acc: 0.0805, top5_acc: 0.2313, loss_cls: 4.4907, loss: 4.4907, grad_norm: 3.2842 2020-10-10 22:49:22,991 - mmaction - INFO - Epoch [1][540/2640] lr: 1.000e-02, eta: 1 day, 8:29:31, time: 0.848, data_time: 0.005, memory: 9800, top1_acc: 0.0703, top5_acc: 0.2313, loss_cls: 4.4377, loss: 4.4377, grad_norm: 3.9505 2020-10-10 22:49:39,954 - mmaction - INFO - Epoch [1][560/2640] lr: 1.000e-02, eta: 1 day, 8:26:13, time: 0.851, data_time: 0.007, memory: 9800, top1_acc: 0.0805, top5_acc: 0.2484, loss_cls: 4.3816, loss: 4.3816, grad_norm: 3.8785 2020-10-10 22:49:56,926 - mmaction - INFO - Epoch [1][580/2640] lr: 1.000e-02, eta: 1 day, 8:22:53, time: 0.848, data_time: 0.002, memory: 9800, top1_acc: 0.0711, top5_acc: 0.2219, loss_cls: 4.5275, loss: 4.5275, grad_norm: 3.5209 2020-10-10 22:50:13,807 - mmaction - INFO - Epoch [1][600/2640] lr: 1.000e-02, eta: 1 day, 8:19:19, time: 0.842, data_time: 0.006, memory: 9800, top1_acc: 0.0703, top5_acc: 0.2328, loss_cls: 4.4000, loss: 4.4000, grad_norm: 3.9151 2020-10-10 22:50:30,507 - mmaction - INFO - Epoch [1][620/2640] lr: 1.000e-02, eta: 1 day, 8:15:39, time: 0.838, data_time: 0.008, memory: 9800, top1_acc: 0.0852, top5_acc: 0.2430, loss_cls: 4.3918, loss: 4.3918, grad_norm: 3.8237 2020-10-10 22:50:47,020 - mmaction - INFO - Epoch [1][640/2640] lr: 1.000e-02, eta: 1 day, 8:11:21, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.0844, top5_acc: 0.2453, loss_cls: 4.3949, loss: 4.3949, grad_norm: 3.9984 2020-10-10 22:51:03,947 - mmaction - INFO - Epoch [1][660/2640] lr: 1.000e-02, eta: 1 day, 8:08:19, time: 0.841, data_time: 0.006, memory: 9800, top1_acc: 0.0875, top5_acc: 0.2516, loss_cls: 4.3654, loss: 4.3654, grad_norm: 3.9807 2020-10-10 22:51:20,787 - mmaction - INFO - Epoch [1][680/2640] lr: 1.000e-02, eta: 1 day, 8:05:50, time: 0.847, data_time: 0.008, memory: 9800, top1_acc: 0.0891, top5_acc: 0.2609, loss_cls: 4.3309, loss: 4.3309, grad_norm: 4.0366 2020-10-10 22:51:37,948 - mmaction - INFO - Epoch [1][700/2640] lr: 1.000e-02, eta: 1 day, 8:04:04, time: 0.856, data_time: 0.006, memory: 9800, top1_acc: 0.0984, top5_acc: 0.2656, loss_cls: 4.3476, loss: 4.3476, grad_norm: 3.7686 2020-10-10 22:51:54,690 - mmaction - INFO - Epoch [1][720/2640] lr: 1.000e-02, eta: 1 day, 8:01:18, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.0867, top5_acc: 0.2680, loss_cls: 4.3276, loss: 4.3276, grad_norm: 4.1515 2020-10-10 22:52:11,581 - mmaction - INFO - Epoch [1][740/2640] lr: 1.000e-02, eta: 1 day, 7:58:53, time: 0.842, data_time: 0.004, memory: 9800, top1_acc: 0.0984, top5_acc: 0.2875, loss_cls: 4.2334, loss: 4.2334, grad_norm: 4.2901 2020-10-10 22:52:28,102 - mmaction - INFO - Epoch [1][760/2640] lr: 1.000e-02, eta: 1 day, 7:55:51, time: 0.830, data_time: 0.009, memory: 9800, top1_acc: 0.0852, top5_acc: 0.2719, loss_cls: 4.3104, loss: 4.3104, grad_norm: 4.0880 2020-10-10 22:52:44,894 - mmaction - INFO - Epoch [1][780/2640] lr: 1.000e-02, eta: 1 day, 7:53:29, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.0969, top5_acc: 0.2820, loss_cls: 4.2751, loss: 4.2751, grad_norm: 4.0088 2020-10-10 22:53:01,661 - mmaction - INFO - Epoch [1][800/2640] lr: 1.000e-02, eta: 1 day, 7:51:11, time: 0.838, data_time: 0.003, memory: 9800, top1_acc: 0.0969, top5_acc: 0.2906, loss_cls: 4.2681, loss: 4.2681, grad_norm: 4.0092 2020-10-10 22:53:18,561 - mmaction - INFO - Epoch [1][820/2640] lr: 1.000e-02, eta: 1 day, 7:49:21, time: 0.845, data_time: 0.005, memory: 9800, top1_acc: 0.1180, top5_acc: 0.3125, loss_cls: 4.1334, loss: 4.1334, grad_norm: 4.4276 2020-10-10 22:53:35,528 - mmaction - INFO - Epoch [1][840/2640] lr: 1.000e-02, eta: 1 day, 7:47:45, time: 0.848, data_time: 0.006, memory: 9800, top1_acc: 0.1125, top5_acc: 0.3016, loss_cls: 4.1852, loss: 4.1852, grad_norm: 4.3729 2020-10-10 22:53:52,179 - mmaction - INFO - Epoch [1][860/2640] lr: 1.000e-02, eta: 1 day, 7:45:24, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.1008, top5_acc: 0.2867, loss_cls: 4.2685, loss: 4.2685, grad_norm: 4.3673 2020-10-10 22:54:09,092 - mmaction - INFO - Epoch [1][880/2640] lr: 1.000e-02, eta: 1 day, 7:43:48, time: 0.845, data_time: 0.007, memory: 9800, top1_acc: 0.1094, top5_acc: 0.2922, loss_cls: 4.2211, loss: 4.2211, grad_norm: 4.3062 2020-10-10 22:54:26,041 - mmaction - INFO - Epoch [1][900/2640] lr: 1.000e-02, eta: 1 day, 7:42:17, time: 0.846, data_time: 0.007, memory: 9800, top1_acc: 0.1203, top5_acc: 0.3086, loss_cls: 4.1532, loss: 4.1532, grad_norm: 4.5795 2020-10-10 22:54:42,826 - mmaction - INFO - Epoch [1][920/2640] lr: 1.000e-02, eta: 1 day, 7:40:37, time: 0.841, data_time: 0.008, memory: 9800, top1_acc: 0.1047, top5_acc: 0.3195, loss_cls: 4.1701, loss: 4.1701, grad_norm: 4.2090 2020-10-10 22:54:59,550 - mmaction - INFO - Epoch [1][940/2640] lr: 1.000e-02, eta: 1 day, 7:38:44, time: 0.836, data_time: 0.002, memory: 9800, top1_acc: 0.1344, top5_acc: 0.3219, loss_cls: 4.1238, loss: 4.1238, grad_norm: 4.5235 2020-10-10 22:55:16,399 - mmaction - INFO - Epoch [1][960/2640] lr: 1.000e-02, eta: 1 day, 7:37:07, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.1219, top5_acc: 0.3078, loss_cls: 4.1824, loss: 4.1824, grad_norm: 4.3287 2020-10-10 22:55:33,350 - mmaction - INFO - Epoch [1][980/2640] lr: 1.000e-02, eta: 1 day, 7:36:02, time: 0.851, data_time: 0.005, memory: 9800, top1_acc: 0.1242, top5_acc: 0.3234, loss_cls: 4.1429, loss: 4.1429, grad_norm: 4.4619 2020-10-10 22:55:50,277 - mmaction - INFO - Epoch [1][1000/2640] lr: 1.000e-02, eta: 1 day, 7:34:42, time: 0.844, data_time: 0.004, memory: 9800, top1_acc: 0.1109, top5_acc: 0.3102, loss_cls: 4.1675, loss: 4.1675, grad_norm: 4.2319 2020-10-10 22:56:06,806 - mmaction - INFO - Epoch [1][1020/2640] lr: 1.000e-02, eta: 1 day, 7:32:44, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.1461, top5_acc: 0.3539, loss_cls: 3.9883, loss: 3.9883, grad_norm: 4.3494 2020-10-10 22:56:23,689 - mmaction - INFO - Epoch [1][1040/2640] lr: 1.000e-02, eta: 1 day, 7:31:18, time: 0.840, data_time: 0.004, memory: 9800, top1_acc: 0.1258, top5_acc: 0.3227, loss_cls: 4.1072, loss: 4.1072, grad_norm: 4.3966 2020-10-10 22:56:40,526 - mmaction - INFO - Epoch [1][1060/2640] lr: 1.000e-02, eta: 1 day, 7:30:09, time: 0.846, data_time: 0.007, memory: 9800, top1_acc: 0.1359, top5_acc: 0.3391, loss_cls: 4.0673, loss: 4.0673, grad_norm: 4.5020 2020-10-10 22:56:57,320 - mmaction - INFO - Epoch [1][1080/2640] lr: 1.000e-02, eta: 1 day, 7:28:47, time: 0.840, data_time: 0.002, memory: 9800, top1_acc: 0.1305, top5_acc: 0.3328, loss_cls: 4.0771, loss: 4.0771, grad_norm: 4.4288 2020-10-10 22:57:13,991 - mmaction - INFO - Epoch [1][1100/2640] lr: 1.000e-02, eta: 1 day, 7:27:14, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.1313, top5_acc: 0.3477, loss_cls: 4.0363, loss: 4.0363, grad_norm: 4.6608 2020-10-10 22:57:30,837 - mmaction - INFO - Epoch [1][1120/2640] lr: 1.000e-02, eta: 1 day, 7:26:00, time: 0.841, data_time: 0.006, memory: 9800, top1_acc: 0.1406, top5_acc: 0.3383, loss_cls: 4.0258, loss: 4.0258, grad_norm: 4.7299 2020-10-10 22:57:47,497 - mmaction - INFO - Epoch [1][1140/2640] lr: 1.000e-02, eta: 1 day, 7:24:33, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.1383, top5_acc: 0.3375, loss_cls: 4.0470, loss: 4.0470, grad_norm: 4.5075 2020-10-10 22:58:04,485 - mmaction - INFO - Epoch [1][1160/2640] lr: 1.000e-02, eta: 1 day, 7:23:42, time: 0.849, data_time: 0.006, memory: 9800, top1_acc: 0.1609, top5_acc: 0.3523, loss_cls: 3.9600, loss: 3.9600, grad_norm: 4.6013 2020-10-10 22:58:21,023 - mmaction - INFO - Epoch [1][1180/2640] lr: 1.000e-02, eta: 1 day, 7:22:02, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.1500, top5_acc: 0.3570, loss_cls: 3.9933, loss: 3.9933, grad_norm: 4.8880 2020-10-10 22:58:37,979 - mmaction - INFO - Epoch [1][1200/2640] lr: 1.000e-02, eta: 1 day, 7:21:14, time: 0.849, data_time: 0.005, memory: 9800, top1_acc: 0.1281, top5_acc: 0.3578, loss_cls: 3.9828, loss: 3.9828, grad_norm: 4.5170 2020-10-10 22:58:54,594 - mmaction - INFO - Epoch [1][1220/2640] lr: 1.000e-02, eta: 1 day, 7:19:45, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.1586, top5_acc: 0.3891, loss_cls: 3.8585, loss: 3.8585, grad_norm: 5.0874 2020-10-10 22:59:11,570 - mmaction - INFO - Epoch [1][1240/2640] lr: 1.000e-02, eta: 1 day, 7:18:54, time: 0.847, data_time: 0.007, memory: 9800, top1_acc: 0.1484, top5_acc: 0.3766, loss_cls: 3.9422, loss: 3.9422, grad_norm: 4.9015 2020-10-10 22:59:28,122 - mmaction - INFO - Epoch [1][1260/2640] lr: 1.000e-02, eta: 1 day, 7:17:33, time: 0.831, data_time: 0.008, memory: 9800, top1_acc: 0.1469, top5_acc: 0.3656, loss_cls: 3.9954, loss: 3.9954, grad_norm: 4.5867 2020-10-10 22:59:44,960 - mmaction - INFO - Epoch [1][1280/2640] lr: 1.000e-02, eta: 1 day, 7:16:32, time: 0.840, data_time: 0.004, memory: 9800, top1_acc: 0.1508, top5_acc: 0.3680, loss_cls: 3.9211, loss: 3.9211, grad_norm: 4.8281 2020-10-10 23:00:03,091 - mmaction - INFO - Epoch [1][1300/2640] lr: 1.000e-02, eta: 1 day, 7:17:46, time: 0.907, data_time: 0.003, memory: 9800, top1_acc: 0.1617, top5_acc: 0.3844, loss_cls: 3.8341, loss: 3.8341, grad_norm: 4.8505 2020-10-10 23:00:21,502 - mmaction - INFO - Epoch [1][1320/2640] lr: 1.000e-02, eta: 1 day, 7:19:19, time: 0.918, data_time: 0.008, memory: 9800, top1_acc: 0.1773, top5_acc: 0.3734, loss_cls: 3.8793, loss: 3.8793, grad_norm: 5.1292 2020-10-10 23:00:38,319 - mmaction - INFO - Epoch [1][1340/2640] lr: 1.000e-02, eta: 1 day, 7:18:26, time: 0.844, data_time: 0.014, memory: 9800, top1_acc: 0.1422, top5_acc: 0.3492, loss_cls: 3.9551, loss: 3.9551, grad_norm: 4.6378 2020-10-10 23:00:54,992 - mmaction - INFO - Epoch [1][1360/2640] lr: 1.000e-02, eta: 1 day, 7:17:12, time: 0.833, data_time: 0.002, memory: 9800, top1_acc: 0.1672, top5_acc: 0.3883, loss_cls: 3.8627, loss: 3.8627, grad_norm: 5.0421 2020-10-10 23:01:11,783 - mmaction - INFO - Epoch [1][1380/2640] lr: 1.000e-02, eta: 1 day, 7:16:12, time: 0.840, data_time: 0.003, memory: 9800, top1_acc: 0.1648, top5_acc: 0.3969, loss_cls: 3.8104, loss: 3.8104, grad_norm: 5.1128 2020-10-10 23:01:28,677 - mmaction - INFO - Epoch [1][1400/2640] lr: 1.000e-02, eta: 1 day, 7:15:23, time: 0.845, data_time: 0.006, memory: 9800, top1_acc: 0.1734, top5_acc: 0.4148, loss_cls: 3.7869, loss: 3.7869, grad_norm: 4.8756 2020-10-10 23:01:45,590 - mmaction - INFO - Epoch [1][1420/2640] lr: 1.000e-02, eta: 1 day, 7:14:37, time: 0.846, data_time: 0.004, memory: 9800, top1_acc: 0.1414, top5_acc: 0.3820, loss_cls: 3.8723, loss: 3.8723, grad_norm: 5.2021 2020-10-10 23:02:02,413 - mmaction - INFO - Epoch [1][1440/2640] lr: 1.000e-02, eta: 1 day, 7:13:40, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.1664, top5_acc: 0.3867, loss_cls: 3.8451, loss: 3.8451, grad_norm: 4.9649 2020-10-10 23:02:19,180 - mmaction - INFO - Epoch [1][1460/2640] lr: 1.000e-02, eta: 1 day, 7:12:46, time: 0.841, data_time: 0.007, memory: 9800, top1_acc: 0.1750, top5_acc: 0.4047, loss_cls: 3.7937, loss: 3.7937, grad_norm: 4.9506 2020-10-10 23:02:36,168 - mmaction - INFO - Epoch [1][1480/2640] lr: 1.000e-02, eta: 1 day, 7:12:07, time: 0.848, data_time: 0.005, memory: 9800, top1_acc: 0.1961, top5_acc: 0.4250, loss_cls: 3.6995, loss: 3.6995, grad_norm: 5.0506 2020-10-10 23:02:52,985 - mmaction - INFO - Epoch [1][1500/2640] lr: 1.000e-02, eta: 1 day, 7:11:15, time: 0.841, data_time: 0.003, memory: 9800, top1_acc: 0.1969, top5_acc: 0.4164, loss_cls: 3.7574, loss: 3.7574, grad_norm: 5.1547 2020-10-10 23:03:09,808 - mmaction - INFO - Epoch [1][1520/2640] lr: 1.000e-02, eta: 1 day, 7:10:22, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.1844, top5_acc: 0.4039, loss_cls: 3.7646, loss: 3.7646, grad_norm: 5.0508 2020-10-10 23:03:26,857 - mmaction - INFO - Epoch [1][1540/2640] lr: 1.000e-02, eta: 1 day, 7:09:55, time: 0.854, data_time: 0.009, memory: 9800, top1_acc: 0.1969, top5_acc: 0.4305, loss_cls: 3.7363, loss: 3.7363, grad_norm: 4.9689 2020-10-10 23:03:43,772 - mmaction - INFO - Epoch [1][1560/2640] lr: 1.000e-02, eta: 1 day, 7:09:14, time: 0.845, data_time: 0.005, memory: 9800, top1_acc: 0.1914, top5_acc: 0.4234, loss_cls: 3.7305, loss: 3.7305, grad_norm: 5.3316 2020-10-10 23:04:00,450 - mmaction - INFO - Epoch [1][1580/2640] lr: 1.000e-02, eta: 1 day, 7:08:15, time: 0.835, data_time: 0.003, memory: 9800, top1_acc: 0.1945, top5_acc: 0.4344, loss_cls: 3.6834, loss: 3.6834, grad_norm: 5.2573 2020-10-10 23:04:17,336 - mmaction - INFO - Epoch [1][1600/2640] lr: 1.000e-02, eta: 1 day, 7:07:33, time: 0.844, data_time: 0.004, memory: 9800, top1_acc: 0.1898, top5_acc: 0.4211, loss_cls: 3.7114, loss: 3.7114, grad_norm: 5.0595 2020-10-10 23:04:34,257 - mmaction - INFO - Epoch [1][1620/2640] lr: 1.000e-02, eta: 1 day, 7:06:54, time: 0.846, data_time: 0.006, memory: 9800, top1_acc: 0.2023, top5_acc: 0.4164, loss_cls: 3.7016, loss: 3.7016, grad_norm: 4.9224 2020-10-10 23:04:50,914 - mmaction - INFO - Epoch [1][1640/2640] lr: 1.000e-02, eta: 1 day, 7:05:54, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.1789, top5_acc: 0.4133, loss_cls: 3.7598, loss: 3.7598, grad_norm: 5.0194 2020-10-10 23:05:07,967 - mmaction - INFO - Epoch [1][1660/2640] lr: 1.000e-02, eta: 1 day, 7:05:27, time: 0.853, data_time: 0.006, memory: 9800, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.6931, loss: 3.6931, grad_norm: 5.1213 2020-10-10 23:05:24,678 - mmaction - INFO - Epoch [1][1680/2640] lr: 1.000e-02, eta: 1 day, 7:04:35, time: 0.836, data_time: 0.003, memory: 9800, top1_acc: 0.2008, top5_acc: 0.4211, loss_cls: 3.7144, loss: 3.7144, grad_norm: 5.1217 2020-10-10 23:05:41,556 - mmaction - INFO - Epoch [1][1700/2640] lr: 1.000e-02, eta: 1 day, 7:03:55, time: 0.844, data_time: 0.005, memory: 9800, top1_acc: 0.2102, top5_acc: 0.4391, loss_cls: 3.6164, loss: 3.6164, grad_norm: 5.3658 2020-10-10 23:05:58,414 - mmaction - INFO - Epoch [1][1720/2640] lr: 1.000e-02, eta: 1 day, 7:03:16, time: 0.844, data_time: 0.003, memory: 9800, top1_acc: 0.2031, top5_acc: 0.4523, loss_cls: 3.6702, loss: 3.6702, grad_norm: 5.2797 2020-10-10 23:06:15,371 - mmaction - INFO - Epoch [1][1740/2640] lr: 1.000e-02, eta: 1 day, 7:02:38, time: 0.844, data_time: 0.005, memory: 9800, top1_acc: 0.1742, top5_acc: 0.4273, loss_cls: 3.6794, loss: 3.6794, grad_norm: 5.1472 2020-10-10 23:06:32,149 - mmaction - INFO - Epoch [1][1760/2640] lr: 1.000e-02, eta: 1 day, 7:01:57, time: 0.842, data_time: 0.008, memory: 9800, top1_acc: 0.1875, top5_acc: 0.4437, loss_cls: 3.6679, loss: 3.6679, grad_norm: 5.3061 2020-10-10 23:06:48,974 - mmaction - INFO - Epoch [1][1780/2640] lr: 1.000e-02, eta: 1 day, 7:01:10, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.1805, top5_acc: 0.4258, loss_cls: 3.7439, loss: 3.7439, grad_norm: 5.1282 2020-10-10 23:07:05,830 - mmaction - INFO - Epoch [1][1800/2640] lr: 1.000e-02, eta: 1 day, 7:00:38, time: 0.847, data_time: 0.008, memory: 9800, top1_acc: 0.2039, top5_acc: 0.4258, loss_cls: 3.6591, loss: 3.6591, grad_norm: 5.3464 2020-10-10 23:07:22,413 - mmaction - INFO - Epoch [1][1820/2640] lr: 1.000e-02, eta: 1 day, 6:59:39, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.2000, top5_acc: 0.4359, loss_cls: 3.6561, loss: 3.6561, grad_norm: 5.1482 2020-10-10 23:07:39,363 - mmaction - INFO - Epoch [1][1840/2640] lr: 1.000e-02, eta: 1 day, 6:59:08, time: 0.847, data_time: 0.005, memory: 9800, top1_acc: 0.2031, top5_acc: 0.4547, loss_cls: 3.5437, loss: 3.5437, grad_norm: 5.3987 2020-10-10 23:07:56,031 - mmaction - INFO - Epoch [1][1860/2640] lr: 1.000e-02, eta: 1 day, 6:58:20, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.1984, top5_acc: 0.4437, loss_cls: 3.6572, loss: 3.6572, grad_norm: 5.4097 2020-10-10 23:08:12,869 - mmaction - INFO - Epoch [1][1880/2640] lr: 1.000e-02, eta: 1 day, 6:57:40, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.2195, top5_acc: 0.4406, loss_cls: 3.6298, loss: 3.6298, grad_norm: 5.1441 2020-10-10 23:08:29,917 - mmaction - INFO - Epoch [1][1900/2640] lr: 1.000e-02, eta: 1 day, 6:57:15, time: 0.851, data_time: 0.008, memory: 9800, top1_acc: 0.2125, top5_acc: 0.4555, loss_cls: 3.5707, loss: 3.5707, grad_norm: 5.1192 2020-10-10 23:08:46,789 - mmaction - INFO - Epoch [1][1920/2640] lr: 1.000e-02, eta: 1 day, 6:56:43, time: 0.845, data_time: 0.007, memory: 9800, top1_acc: 0.1820, top5_acc: 0.4367, loss_cls: 3.6263, loss: 3.6263, grad_norm: 5.2768 2020-10-10 23:09:03,766 - mmaction - INFO - Epoch [1][1940/2640] lr: 1.000e-02, eta: 1 day, 6:56:09, time: 0.844, data_time: 0.006, memory: 9800, top1_acc: 0.2156, top5_acc: 0.4516, loss_cls: 3.5356, loss: 3.5356, grad_norm: 5.2758 2020-10-10 23:09:20,522 - mmaction - INFO - Epoch [1][1960/2640] lr: 1.000e-02, eta: 1 day, 6:55:34, time: 0.843, data_time: 0.008, memory: 9800, top1_acc: 0.2086, top5_acc: 0.4586, loss_cls: 3.5584, loss: 3.5584, grad_norm: 5.1483 2020-10-10 23:09:37,432 - mmaction - INFO - Epoch [1][1980/2640] lr: 1.000e-02, eta: 1 day, 6:55:02, time: 0.845, data_time: 0.006, memory: 9800, top1_acc: 0.2437, top5_acc: 0.4781, loss_cls: 3.4148, loss: 3.4148, grad_norm: 5.5269 2020-10-10 23:09:54,398 - mmaction - INFO - Epoch [1][2000/2640] lr: 1.000e-02, eta: 1 day, 6:54:36, time: 0.849, data_time: 0.003, memory: 9800, top1_acc: 0.2031, top5_acc: 0.4531, loss_cls: 3.6285, loss: 3.6285, grad_norm: 5.4390 2020-10-10 23:10:11,234 - mmaction - INFO - Epoch [1][2020/2640] lr: 1.000e-02, eta: 1 day, 6:54:00, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.2117, top5_acc: 0.4547, loss_cls: 3.5236, loss: 3.5236, grad_norm: 5.1572 2020-10-10 23:10:28,014 - mmaction - INFO - Epoch [1][2040/2640] lr: 1.000e-02, eta: 1 day, 6:53:18, time: 0.836, data_time: 0.008, memory: 9800, top1_acc: 0.2250, top5_acc: 0.4773, loss_cls: 3.4548, loss: 3.4548, grad_norm: 5.4188 2020-10-10 23:10:44,827 - mmaction - INFO - Epoch [1][2060/2640] lr: 1.000e-02, eta: 1 day, 6:52:45, time: 0.843, data_time: 0.008, memory: 9800, top1_acc: 0.2359, top5_acc: 0.4531, loss_cls: 3.4713, loss: 3.4713, grad_norm: 5.4429 2020-10-10 23:11:01,389 - mmaction - INFO - Epoch [1][2080/2640] lr: 1.000e-02, eta: 1 day, 6:51:54, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.2102, top5_acc: 0.4695, loss_cls: 3.5119, loss: 3.5119, grad_norm: 5.4305 2020-10-10 23:11:18,283 - mmaction - INFO - Epoch [1][2100/2640] lr: 1.000e-02, eta: 1 day, 6:51:22, time: 0.843, data_time: 0.006, memory: 9800, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.4304, loss: 3.4304, grad_norm: 5.3281 2020-10-10 23:11:34,918 - mmaction - INFO - Epoch [1][2120/2640] lr: 1.000e-02, eta: 1 day, 6:50:39, time: 0.834, data_time: 0.008, memory: 9800, top1_acc: 0.2156, top5_acc: 0.4617, loss_cls: 3.5478, loss: 3.5478, grad_norm: 5.4825 2020-10-10 23:11:51,778 - mmaction - INFO - Epoch [1][2140/2640] lr: 1.000e-02, eta: 1 day, 6:50:08, time: 0.843, data_time: 0.002, memory: 9800, top1_acc: 0.1961, top5_acc: 0.4648, loss_cls: 3.5980, loss: 3.5980, grad_norm: 5.4763 2020-10-10 23:12:08,590 - mmaction - INFO - Epoch [1][2160/2640] lr: 1.000e-02, eta: 1 day, 6:49:33, time: 0.841, data_time: 0.002, memory: 9800, top1_acc: 0.2195, top5_acc: 0.4750, loss_cls: 3.4731, loss: 3.4731, grad_norm: 5.3055 2020-10-10 23:12:25,485 - mmaction - INFO - Epoch [1][2180/2640] lr: 1.000e-02, eta: 1 day, 6:49:03, time: 0.844, data_time: 0.006, memory: 9800, top1_acc: 0.2250, top5_acc: 0.4797, loss_cls: 3.4577, loss: 3.4577, grad_norm: 5.4648 2020-10-10 23:12:42,248 - mmaction - INFO - Epoch [1][2200/2640] lr: 1.000e-02, eta: 1 day, 6:48:27, time: 0.839, data_time: 0.003, memory: 9800, top1_acc: 0.2367, top5_acc: 0.4672, loss_cls: 3.4957, loss: 3.4957, grad_norm: 5.4489 2020-10-10 23:12:58,885 - mmaction - INFO - Epoch [1][2220/2640] lr: 1.000e-02, eta: 1 day, 6:47:44, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.2273, top5_acc: 0.4742, loss_cls: 3.4678, loss: 3.4678, grad_norm: 5.3972 2020-10-10 23:13:15,724 - mmaction - INFO - Epoch [1][2240/2640] lr: 1.000e-02, eta: 1 day, 6:47:13, time: 0.842, data_time: 0.004, memory: 9800, top1_acc: 0.2305, top5_acc: 0.4742, loss_cls: 3.4819, loss: 3.4819, grad_norm: 5.2552 2020-10-10 23:13:32,573 - mmaction - INFO - Epoch [1][2260/2640] lr: 1.000e-02, eta: 1 day, 6:46:43, time: 0.843, data_time: 0.005, memory: 9800, top1_acc: 0.2367, top5_acc: 0.4828, loss_cls: 3.4161, loss: 3.4161, grad_norm: 5.2983 2020-10-10 23:13:49,350 - mmaction - INFO - Epoch [1][2280/2640] lr: 1.000e-02, eta: 1 day, 6:46:07, time: 0.838, data_time: 0.002, memory: 9800, top1_acc: 0.2172, top5_acc: 0.4766, loss_cls: 3.4227, loss: 3.4227, grad_norm: 5.6917 2020-10-10 23:14:06,347 - mmaction - INFO - Epoch [1][2300/2640] lr: 1.000e-02, eta: 1 day, 6:45:41, time: 0.846, data_time: 0.005, memory: 9800, top1_acc: 0.2203, top5_acc: 0.4578, loss_cls: 3.5278, loss: 3.5278, grad_norm: 5.4039 2020-10-10 23:14:23,165 - mmaction - INFO - Epoch [1][2320/2640] lr: 1.000e-02, eta: 1 day, 6:45:15, time: 0.845, data_time: 0.008, memory: 9800, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.3674, loss: 3.3674, grad_norm: 5.4542 2020-10-10 23:14:40,198 - mmaction - INFO - Epoch [1][2340/2640] lr: 1.000e-02, eta: 1 day, 6:44:55, time: 0.851, data_time: 0.005, memory: 9800, top1_acc: 0.2609, top5_acc: 0.5023, loss_cls: 3.2753, loss: 3.2753, grad_norm: 5.6264 2020-10-10 23:14:56,934 - mmaction - INFO - Epoch [1][2360/2640] lr: 1.000e-02, eta: 1 day, 6:44:20, time: 0.837, data_time: 0.002, memory: 9800, top1_acc: 0.2320, top5_acc: 0.4781, loss_cls: 3.4417, loss: 3.4417, grad_norm: 5.5446 2020-10-10 23:15:13,822 - mmaction - INFO - Epoch [1][2380/2640] lr: 1.000e-02, eta: 1 day, 6:43:49, time: 0.841, data_time: 0.004, memory: 9800, top1_acc: 0.2625, top5_acc: 0.5070, loss_cls: 3.3389, loss: 3.3389, grad_norm: 5.5371 2020-10-10 23:15:30,571 - mmaction - INFO - Epoch [1][2400/2640] lr: 1.000e-02, eta: 1 day, 6:43:17, time: 0.840, data_time: 0.008, memory: 9800, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.3942, loss: 3.3942, grad_norm: 5.4517 2020-10-10 23:15:47,328 - mmaction - INFO - Epoch [1][2420/2640] lr: 1.000e-02, eta: 1 day, 6:42:41, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.2289, top5_acc: 0.5000, loss_cls: 3.3806, loss: 3.3806, grad_norm: 5.4203 2020-10-10 23:16:04,122 - mmaction - INFO - Epoch [1][2440/2640] lr: 1.000e-02, eta: 1 day, 6:42:12, time: 0.842, data_time: 0.007, memory: 9800, top1_acc: 0.2422, top5_acc: 0.5141, loss_cls: 3.3312, loss: 3.3312, grad_norm: 5.5114 2020-10-10 23:16:21,020 - mmaction - INFO - Epoch [1][2460/2640] lr: 1.000e-02, eta: 1 day, 6:41:44, time: 0.843, data_time: 0.005, memory: 9800, top1_acc: 0.2578, top5_acc: 0.4836, loss_cls: 3.3964, loss: 3.3964, grad_norm: 5.4793 2020-10-10 23:16:37,929 - mmaction - INFO - Epoch [1][2480/2640] lr: 1.000e-02, eta: 1 day, 6:41:21, time: 0.847, data_time: 0.007, memory: 9800, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.4286, loss: 3.4286, grad_norm: 5.3173 2020-10-10 23:16:54,503 - mmaction - INFO - Epoch [1][2500/2640] lr: 1.000e-02, eta: 1 day, 6:40:40, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.2219, top5_acc: 0.4711, loss_cls: 3.4379, loss: 3.4379, grad_norm: 5.3990 2020-10-10 23:17:11,408 - mmaction - INFO - Epoch [1][2520/2640] lr: 1.000e-02, eta: 1 day, 6:40:14, time: 0.844, data_time: 0.004, memory: 9800, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.4228, loss: 3.4228, grad_norm: 5.4725 2020-10-10 23:17:28,124 - mmaction - INFO - Epoch [1][2540/2640] lr: 1.000e-02, eta: 1 day, 6:39:40, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.2109, top5_acc: 0.4922, loss_cls: 3.3938, loss: 3.3938, grad_norm: 5.5578 2020-10-10 23:17:44,942 - mmaction - INFO - Epoch [1][2560/2640] lr: 1.000e-02, eta: 1 day, 6:39:11, time: 0.841, data_time: 0.006, memory: 9800, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.3013, loss: 3.3013, grad_norm: 5.3328 2020-10-10 23:18:01,796 - mmaction - INFO - Epoch [1][2580/2640] lr: 1.000e-02, eta: 1 day, 6:38:44, time: 0.843, data_time: 0.003, memory: 9800, top1_acc: 0.2570, top5_acc: 0.5070, loss_cls: 3.3152, loss: 3.3152, grad_norm: 5.3949 2020-10-10 23:18:18,430 - mmaction - INFO - Epoch [1][2600/2640] lr: 1.000e-02, eta: 1 day, 6:38:05, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.2508, top5_acc: 0.5008, loss_cls: 3.3547, loss: 3.3547, grad_norm: 5.7422 2020-10-10 23:18:35,304 - mmaction - INFO - Epoch [1][2620/2640] lr: 1.000e-02, eta: 1 day, 6:37:41, time: 0.845, data_time: 0.006, memory: 9800, top1_acc: 0.2320, top5_acc: 0.4906, loss_cls: 3.3755, loss: 3.3755, grad_norm: 5.4758 2020-10-10 23:18:51,335 - mmaction - INFO - Epoch [1][2640/2640] lr: 1.000e-02, eta: 1 day, 6:36:35, time: 0.802, data_time: 0.003, memory: 9800, top1_acc: 0.2581, top5_acc: 0.5129, loss_cls: 3.3022, loss: 3.3022, grad_norm: 5.7007 2020-10-10 23:18:51,965 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-10-10 23:19:23,002 - mmaction - INFO - Epoch [2][20/2640] lr: 1.000e-02, eta: 1 day, 6:46:25, time: 1.477, data_time: 0.621, memory: 9800, top1_acc: 0.2406, top5_acc: 0.5070, loss_cls: 3.3982, loss: 3.3982, grad_norm: 5.5330 2020-10-10 23:19:39,562 - mmaction - INFO - Epoch [2][40/2640] lr: 1.000e-02, eta: 1 day, 6:45:40, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.2586, top5_acc: 0.5016, loss_cls: 3.3132, loss: 3.3132, grad_norm: 5.3770 2020-10-10 23:19:55,944 - mmaction - INFO - Epoch [2][60/2640] lr: 1.000e-02, eta: 1 day, 6:44:48, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.2508, top5_acc: 0.4953, loss_cls: 3.2871, loss: 3.2871, grad_norm: 5.5895 2020-10-10 23:20:12,618 - mmaction - INFO - Epoch [2][80/2640] lr: 1.000e-02, eta: 1 day, 6:44:07, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.2672, top5_acc: 0.5289, loss_cls: 3.2265, loss: 3.2265, grad_norm: 5.5168 2020-10-10 23:20:29,115 - mmaction - INFO - Epoch [2][100/2640] lr: 1.000e-02, eta: 1 day, 6:43:23, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.2805, top5_acc: 0.5336, loss_cls: 3.1824, loss: 3.1824, grad_norm: 5.7279 2020-10-10 23:20:45,755 - mmaction - INFO - Epoch [2][120/2640] lr: 1.000e-02, eta: 1 day, 6:42:42, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.2719, top5_acc: 0.5305, loss_cls: 3.2627, loss: 3.2627, grad_norm: 5.5541 2020-10-10 23:21:02,324 - mmaction - INFO - Epoch [2][140/2640] lr: 1.000e-02, eta: 1 day, 6:42:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.2578, top5_acc: 0.5320, loss_cls: 3.2664, loss: 3.2664, grad_norm: 5.4575 2020-10-10 23:21:18,688 - mmaction - INFO - Epoch [2][160/2640] lr: 1.000e-02, eta: 1 day, 6:41:10, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.2805, top5_acc: 0.5461, loss_cls: 3.2180, loss: 3.2180, grad_norm: 5.6940 2020-10-10 23:21:35,332 - mmaction - INFO - Epoch [2][180/2640] lr: 1.000e-02, eta: 1 day, 6:40:32, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.2617, top5_acc: 0.5203, loss_cls: 3.3096, loss: 3.3096, grad_norm: 5.3486 2020-10-10 23:21:51,874 - mmaction - INFO - Epoch [2][200/2640] lr: 1.000e-02, eta: 1 day, 6:39:50, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 3.3048, loss: 3.3048, grad_norm: 6.0032 2020-10-10 23:22:08,524 - mmaction - INFO - Epoch [2][220/2640] lr: 1.000e-02, eta: 1 day, 6:39:10, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.2711, top5_acc: 0.5234, loss_cls: 3.2437, loss: 3.2437, grad_norm: 5.8100 2020-10-10 23:22:25,282 - mmaction - INFO - Epoch [2][240/2640] lr: 1.000e-02, eta: 1 day, 6:38:40, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.2555, top5_acc: 0.5312, loss_cls: 3.2720, loss: 3.2720, grad_norm: 5.6008 2020-10-10 23:22:41,967 - mmaction - INFO - Epoch [2][260/2640] lr: 1.000e-02, eta: 1 day, 6:38:06, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.2602, top5_acc: 0.5281, loss_cls: 3.2229, loss: 3.2229, grad_norm: 5.4595 2020-10-10 23:22:58,449 - mmaction - INFO - Epoch [2][280/2640] lr: 1.000e-02, eta: 1 day, 6:37:22, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.2727, top5_acc: 0.5297, loss_cls: 3.2204, loss: 3.2204, grad_norm: 5.4344 2020-10-10 23:23:15,310 - mmaction - INFO - Epoch [2][300/2640] lr: 1.000e-02, eta: 1 day, 6:36:53, time: 0.841, data_time: 0.004, memory: 9800, top1_acc: 0.2805, top5_acc: 0.5414, loss_cls: 3.2299, loss: 3.2299, grad_norm: 5.6296 2020-10-10 23:23:31,862 - mmaction - INFO - Epoch [2][320/2640] lr: 1.000e-02, eta: 1 day, 6:36:15, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.2578, top5_acc: 0.5234, loss_cls: 3.2315, loss: 3.2315, grad_norm: 5.5065 2020-10-10 23:23:48,419 - mmaction - INFO - Epoch [2][340/2640] lr: 1.000e-02, eta: 1 day, 6:35:35, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.2695, top5_acc: 0.5328, loss_cls: 3.2286, loss: 3.2286, grad_norm: 5.4561 2020-10-10 23:24:05,094 - mmaction - INFO - Epoch [2][360/2640] lr: 1.000e-02, eta: 1 day, 6:34:59, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.2742, top5_acc: 0.5266, loss_cls: 3.1884, loss: 3.1884, grad_norm: 5.6097 2020-10-10 23:24:21,595 - mmaction - INFO - Epoch [2][380/2640] lr: 1.000e-02, eta: 1 day, 6:34:20, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.2586, top5_acc: 0.5188, loss_cls: 3.2746, loss: 3.2746, grad_norm: 5.4327 2020-10-10 23:24:38,398 - mmaction - INFO - Epoch [2][400/2640] lr: 1.000e-02, eta: 1 day, 6:33:51, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.2773, top5_acc: 0.5437, loss_cls: 3.1493, loss: 3.1493, grad_norm: 5.7777 2020-10-10 23:24:54,997 - mmaction - INFO - Epoch [2][420/2640] lr: 1.000e-02, eta: 1 day, 6:33:15, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.2437, loss: 3.2437, grad_norm: 5.9543 2020-10-10 23:25:11,624 - mmaction - INFO - Epoch [2][440/2640] lr: 1.000e-02, eta: 1 day, 6:32:37, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.2859, top5_acc: 0.5547, loss_cls: 3.1055, loss: 3.1055, grad_norm: 5.4071 2020-10-10 23:25:28,167 - mmaction - INFO - Epoch [2][460/2640] lr: 1.000e-02, eta: 1 day, 6:32:01, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.2648, top5_acc: 0.5492, loss_cls: 3.1999, loss: 3.1999, grad_norm: 5.7104 2020-10-10 23:25:44,763 - mmaction - INFO - Epoch [2][480/2640] lr: 1.000e-02, eta: 1 day, 6:31:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.2961, top5_acc: 0.5547, loss_cls: 3.0805, loss: 3.0805, grad_norm: 5.4939 2020-10-10 23:26:01,336 - mmaction - INFO - Epoch [2][500/2640] lr: 1.000e-02, eta: 1 day, 6:30:48, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.2844, top5_acc: 0.5516, loss_cls: 3.1357, loss: 3.1357, grad_norm: 5.4518 2020-10-10 23:26:18,150 - mmaction - INFO - Epoch [2][520/2640] lr: 1.000e-02, eta: 1 day, 6:30:21, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.2875, top5_acc: 0.5398, loss_cls: 3.0679, loss: 3.0679, grad_norm: 5.7219 2020-10-10 23:26:34,758 - mmaction - INFO - Epoch [2][540/2640] lr: 1.000e-02, eta: 1 day, 6:29:47, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.1371, loss: 3.1371, grad_norm: 5.7354 2020-10-10 23:26:51,295 - mmaction - INFO - Epoch [2][560/2640] lr: 1.000e-02, eta: 1 day, 6:29:09, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.3016, top5_acc: 0.5687, loss_cls: 3.0535, loss: 3.0535, grad_norm: 5.6290 2020-10-10 23:27:07,968 - mmaction - INFO - Epoch [2][580/2640] lr: 1.000e-02, eta: 1 day, 6:28:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.1863, loss: 3.1863, grad_norm: 5.7519 2020-10-10 23:27:24,484 - mmaction - INFO - Epoch [2][600/2640] lr: 1.000e-02, eta: 1 day, 6:28:00, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.2953, top5_acc: 0.5508, loss_cls: 3.1389, loss: 3.1389, grad_norm: 5.4767 2020-10-10 23:27:41,100 - mmaction - INFO - Epoch [2][620/2640] lr: 1.000e-02, eta: 1 day, 6:27:26, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.2875, top5_acc: 0.5453, loss_cls: 3.1297, loss: 3.1297, grad_norm: 5.6163 2020-10-10 23:27:57,829 - mmaction - INFO - Epoch [2][640/2640] lr: 1.000e-02, eta: 1 day, 6:26:57, time: 0.836, data_time: 0.002, memory: 9800, top1_acc: 0.2828, top5_acc: 0.5406, loss_cls: 3.2046, loss: 3.2046, grad_norm: 5.5151 2020-10-10 23:28:14,737 - mmaction - INFO - Epoch [2][660/2640] lr: 1.000e-02, eta: 1 day, 6:26:34, time: 0.845, data_time: 0.005, memory: 9800, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.0838, loss: 3.0838, grad_norm: 5.7099 2020-10-10 23:28:31,237 - mmaction - INFO - Epoch [2][680/2640] lr: 1.000e-02, eta: 1 day, 6:25:58, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.3086, top5_acc: 0.5602, loss_cls: 3.0691, loss: 3.0691, grad_norm: 5.6848 2020-10-10 23:28:47,895 - mmaction - INFO - Epoch [2][700/2640] lr: 1.000e-02, eta: 1 day, 6:25:25, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3008, top5_acc: 0.5734, loss_cls: 3.0863, loss: 3.0863, grad_norm: 5.6400 2020-10-10 23:29:04,425 - mmaction - INFO - Epoch [2][720/2640] lr: 1.000e-02, eta: 1 day, 6:24:50, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.2875, top5_acc: 0.5570, loss_cls: 3.1359, loss: 3.1359, grad_norm: 5.4895 2020-10-10 23:29:21,055 - mmaction - INFO - Epoch [2][740/2640] lr: 1.000e-02, eta: 1 day, 6:24:17, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.2930, top5_acc: 0.5633, loss_cls: 3.0439, loss: 3.0439, grad_norm: 5.6047 2020-10-10 23:29:37,769 - mmaction - INFO - Epoch [2][760/2640] lr: 1.000e-02, eta: 1 day, 6:23:49, time: 0.837, data_time: 0.007, memory: 9800, top1_acc: 0.2906, top5_acc: 0.5414, loss_cls: 3.0763, loss: 3.0763, grad_norm: 5.4112 2020-10-10 23:29:54,199 - mmaction - INFO - Epoch [2][780/2640] lr: 1.000e-02, eta: 1 day, 6:23:10, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3164, top5_acc: 0.5664, loss_cls: 3.0284, loss: 3.0284, grad_norm: 5.8604 2020-10-10 23:30:10,859 - mmaction - INFO - Epoch [2][800/2640] lr: 1.000e-02, eta: 1 day, 6:22:39, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.2859, top5_acc: 0.5648, loss_cls: 3.0987, loss: 3.0987, grad_norm: 5.4272 2020-10-10 23:30:27,403 - mmaction - INFO - Epoch [2][820/2640] lr: 1.000e-02, eta: 1 day, 6:22:06, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3047, top5_acc: 0.5516, loss_cls: 3.0656, loss: 3.0656, grad_norm: 5.6902 2020-10-10 23:30:43,979 - mmaction - INFO - Epoch [2][840/2640] lr: 1.000e-02, eta: 1 day, 6:21:32, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.2875, top5_acc: 0.5578, loss_cls: 3.1644, loss: 3.1644, grad_norm: 5.7896 2020-10-10 23:31:00,363 - mmaction - INFO - Epoch [2][860/2640] lr: 1.000e-02, eta: 1 day, 6:20:53, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.2914, top5_acc: 0.5492, loss_cls: 3.1493, loss: 3.1493, grad_norm: 5.5694 2020-10-10 23:31:17,172 - mmaction - INFO - Epoch [2][880/2640] lr: 1.000e-02, eta: 1 day, 6:20:28, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.3016, top5_acc: 0.5742, loss_cls: 3.0162, loss: 3.0162, grad_norm: 5.5846 2020-10-10 23:31:33,959 - mmaction - INFO - Epoch [2][900/2640] lr: 1.000e-02, eta: 1 day, 6:20:04, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.2953, top5_acc: 0.5344, loss_cls: 3.1439, loss: 3.1439, grad_norm: 5.5749 2020-10-10 23:31:50,554 - mmaction - INFO - Epoch [2][920/2640] lr: 1.000e-02, eta: 1 day, 6:19:32, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.0624, loss: 3.0624, grad_norm: 5.6548 2020-10-10 23:32:07,173 - mmaction - INFO - Epoch [2][940/2640] lr: 1.000e-02, eta: 1 day, 6:19:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.2938, top5_acc: 0.5609, loss_cls: 3.1080, loss: 3.1080, grad_norm: 5.8638 2020-10-10 23:32:23,728 - mmaction - INFO - Epoch [2][960/2640] lr: 1.000e-02, eta: 1 day, 6:18:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.2930, top5_acc: 0.5758, loss_cls: 3.0196, loss: 3.0196, grad_norm: 5.8784 2020-10-10 23:32:40,456 - mmaction - INFO - Epoch [2][980/2640] lr: 1.000e-02, eta: 1 day, 6:18:02, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.0767, loss: 3.0767, grad_norm: 5.7002 2020-10-10 23:32:56,892 - mmaction - INFO - Epoch [2][1000/2640] lr: 1.000e-02, eta: 1 day, 6:17:25, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3078, top5_acc: 0.5727, loss_cls: 3.0021, loss: 3.0021, grad_norm: 5.4715 2020-10-10 23:33:13,556 - mmaction - INFO - Epoch [2][1020/2640] lr: 1.000e-02, eta: 1 day, 6:16:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.2867, top5_acc: 0.5516, loss_cls: 3.0835, loss: 3.0835, grad_norm: 5.8364 2020-10-10 23:33:30,289 - mmaction - INFO - Epoch [2][1040/2640] lr: 1.000e-02, eta: 1 day, 6:16:31, time: 0.841, data_time: 0.008, memory: 9800, top1_acc: 0.2789, top5_acc: 0.5695, loss_cls: 3.0881, loss: 3.0881, grad_norm: 5.6577 2020-10-10 23:33:46,907 - mmaction - INFO - Epoch [2][1060/2640] lr: 1.000e-02, eta: 1 day, 6:15:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.2898, top5_acc: 0.5602, loss_cls: 3.0816, loss: 3.0816, grad_norm: 5.6492 2020-10-10 23:34:03,473 - mmaction - INFO - Epoch [2][1080/2640] lr: 1.000e-02, eta: 1 day, 6:15:30, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.3102, top5_acc: 0.5914, loss_cls: 2.9689, loss: 2.9689, grad_norm: 5.6934 2020-10-10 23:34:20,307 - mmaction - INFO - Epoch [2][1100/2640] lr: 1.000e-02, eta: 1 day, 6:15:05, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.3055, top5_acc: 0.5914, loss_cls: 3.0001, loss: 3.0001, grad_norm: 5.8716 2020-10-10 23:34:36,899 - mmaction - INFO - Epoch [2][1120/2640] lr: 1.000e-02, eta: 1 day, 6:14:38, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 2.9785, loss: 2.9785, grad_norm: 5.8735 2020-10-10 23:34:53,470 - mmaction - INFO - Epoch [2][1140/2640] lr: 1.000e-02, eta: 1 day, 6:14:07, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.2984, top5_acc: 0.5891, loss_cls: 3.0143, loss: 3.0143, grad_norm: 5.4373 2020-10-10 23:35:10,073 - mmaction - INFO - Epoch [2][1160/2640] lr: 1.000e-02, eta: 1 day, 6:13:37, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.0252, loss: 3.0252, grad_norm: 5.5926 2020-10-10 23:35:26,629 - mmaction - INFO - Epoch [2][1180/2640] lr: 1.000e-02, eta: 1 day, 6:13:06, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.0031, loss: 3.0031, grad_norm: 5.6301 2020-10-10 23:35:43,422 - mmaction - INFO - Epoch [2][1200/2640] lr: 1.000e-02, eta: 1 day, 6:12:42, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.2984, top5_acc: 0.5555, loss_cls: 3.0807, loss: 3.0807, grad_norm: 5.6857 2020-10-10 23:36:00,043 - mmaction - INFO - Epoch [2][1220/2640] lr: 1.000e-02, eta: 1 day, 6:12:14, time: 0.832, data_time: 0.003, memory: 9800, top1_acc: 0.2820, top5_acc: 0.5516, loss_cls: 3.0796, loss: 3.0796, grad_norm: 5.6177 2020-10-10 23:36:16,802 - mmaction - INFO - Epoch [2][1240/2640] lr: 1.000e-02, eta: 1 day, 6:11:50, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.3078, top5_acc: 0.5742, loss_cls: 3.0265, loss: 3.0265, grad_norm: 5.5545 2020-10-10 23:36:33,406 - mmaction - INFO - Epoch [2][1260/2640] lr: 1.000e-02, eta: 1 day, 6:11:20, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.2648, top5_acc: 0.5578, loss_cls: 3.1039, loss: 3.1039, grad_norm: 5.8630 2020-10-10 23:36:49,961 - mmaction - INFO - Epoch [2][1280/2640] lr: 1.000e-02, eta: 1 day, 6:10:51, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.2891, top5_acc: 0.5508, loss_cls: 3.1063, loss: 3.1063, grad_norm: 5.7192 2020-10-10 23:37:06,581 - mmaction - INFO - Epoch [2][1300/2640] lr: 1.000e-02, eta: 1 day, 6:10:21, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3008, top5_acc: 0.5687, loss_cls: 3.0435, loss: 3.0435, grad_norm: 5.7659 2020-10-10 23:37:23,157 - mmaction - INFO - Epoch [2][1320/2640] lr: 1.000e-02, eta: 1 day, 6:09:53, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3031, top5_acc: 0.5742, loss_cls: 3.0210, loss: 3.0210, grad_norm: 5.6674 2020-10-10 23:37:39,742 - mmaction - INFO - Epoch [2][1340/2640] lr: 1.000e-02, eta: 1 day, 6:09:24, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3031, top5_acc: 0.5789, loss_cls: 2.9957, loss: 2.9957, grad_norm: 5.7003 2020-10-10 23:37:56,349 - mmaction - INFO - Epoch [2][1360/2640] lr: 1.000e-02, eta: 1 day, 6:08:56, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.3180, top5_acc: 0.5680, loss_cls: 2.9853, loss: 2.9853, grad_norm: 5.4166 2020-10-10 23:38:12,997 - mmaction - INFO - Epoch [2][1380/2640] lr: 1.000e-02, eta: 1 day, 6:08:27, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.0400, loss: 3.0400, grad_norm: 5.7969 2020-10-10 23:38:29,533 - mmaction - INFO - Epoch [2][1400/2640] lr: 1.000e-02, eta: 1 day, 6:07:59, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.3211, top5_acc: 0.5922, loss_cls: 2.9612, loss: 2.9612, grad_norm: 5.5975 2020-10-10 23:38:46,182 - mmaction - INFO - Epoch [2][1420/2640] lr: 1.000e-02, eta: 1 day, 6:07:29, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.2992, top5_acc: 0.5781, loss_cls: 3.0345, loss: 3.0345, grad_norm: 5.6523 2020-10-10 23:39:02,714 - mmaction - INFO - Epoch [2][1440/2640] lr: 1.000e-02, eta: 1 day, 6:07:02, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.2977, top5_acc: 0.5500, loss_cls: 3.0350, loss: 3.0350, grad_norm: 5.5464 2020-10-10 23:39:19,313 - mmaction - INFO - Epoch [2][1460/2640] lr: 1.000e-02, eta: 1 day, 6:06:32, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3195, top5_acc: 0.5836, loss_cls: 2.9585, loss: 2.9585, grad_norm: 5.8357 2020-10-10 23:39:36,024 - mmaction - INFO - Epoch [2][1480/2640] lr: 1.000e-02, eta: 1 day, 6:06:09, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.3117, top5_acc: 0.5711, loss_cls: 2.9967, loss: 2.9967, grad_norm: 5.5113 2020-10-10 23:39:52,439 - mmaction - INFO - Epoch [2][1500/2640] lr: 1.000e-02, eta: 1 day, 6:05:36, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3266, top5_acc: 0.5969, loss_cls: 2.8972, loss: 2.8972, grad_norm: 5.8050 2020-10-10 23:40:09,270 - mmaction - INFO - Epoch [2][1520/2640] lr: 1.000e-02, eta: 1 day, 6:05:15, time: 0.841, data_time: 0.004, memory: 9800, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 2.9618, loss: 2.9618, grad_norm: 5.5040 2020-10-10 23:40:25,647 - mmaction - INFO - Epoch [2][1540/2640] lr: 1.000e-02, eta: 1 day, 6:04:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3102, top5_acc: 0.5898, loss_cls: 2.9773, loss: 2.9773, grad_norm: 5.5224 2020-10-10 23:40:42,205 - mmaction - INFO - Epoch [2][1560/2640] lr: 1.000e-02, eta: 1 day, 6:04:12, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.3273, top5_acc: 0.6055, loss_cls: 2.8907, loss: 2.8907, grad_norm: 5.9373 2020-10-10 23:40:58,809 - mmaction - INFO - Epoch [2][1580/2640] lr: 1.000e-02, eta: 1 day, 6:03:45, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 2.9365, loss: 2.9365, grad_norm: 5.7612 2020-10-10 23:41:15,659 - mmaction - INFO - Epoch [2][1600/2640] lr: 1.000e-02, eta: 1 day, 6:03:26, time: 0.842, data_time: 0.005, memory: 9800, top1_acc: 0.3211, top5_acc: 0.5914, loss_cls: 2.9480, loss: 2.9480, grad_norm: 5.5504 2020-10-10 23:41:32,201 - mmaction - INFO - Epoch [2][1620/2640] lr: 1.000e-02, eta: 1 day, 6:02:57, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.3195, top5_acc: 0.5906, loss_cls: 2.9243, loss: 2.9243, grad_norm: 5.4442 2020-10-10 23:41:48,818 - mmaction - INFO - Epoch [2][1640/2640] lr: 1.000e-02, eta: 1 day, 6:02:29, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3148, top5_acc: 0.5711, loss_cls: 2.9947, loss: 2.9947, grad_norm: 5.7621 2020-10-10 23:42:05,479 - mmaction - INFO - Epoch [2][1660/2640] lr: 1.000e-02, eta: 1 day, 6:02:05, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 2.9684, loss: 2.9684, grad_norm: 5.5826 2020-10-10 23:42:22,021 - mmaction - INFO - Epoch [2][1680/2640] lr: 1.000e-02, eta: 1 day, 6:01:36, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3063, top5_acc: 0.5711, loss_cls: 3.0216, loss: 3.0216, grad_norm: 5.4713 2020-10-10 23:42:38,555 - mmaction - INFO - Epoch [2][1700/2640] lr: 1.000e-02, eta: 1 day, 6:01:08, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.3141, top5_acc: 0.5961, loss_cls: 2.9174, loss: 2.9174, grad_norm: 5.9117 2020-10-10 23:42:55,130 - mmaction - INFO - Epoch [2][1720/2640] lr: 1.000e-02, eta: 1 day, 6:00:41, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.3297, top5_acc: 0.5664, loss_cls: 3.0238, loss: 3.0238, grad_norm: 5.4712 2020-10-10 23:43:11,550 - mmaction - INFO - Epoch [2][1740/2640] lr: 1.000e-02, eta: 1 day, 6:00:08, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3164, top5_acc: 0.5891, loss_cls: 2.9748, loss: 2.9748, grad_norm: 5.7754 2020-10-10 23:43:28,147 - mmaction - INFO - Epoch [2][1760/2640] lr: 1.000e-02, eta: 1 day, 5:59:42, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3336, top5_acc: 0.5969, loss_cls: 2.9320, loss: 2.9320, grad_norm: 5.7961 2020-10-10 23:43:44,723 - mmaction - INFO - Epoch [2][1780/2640] lr: 1.000e-02, eta: 1 day, 5:59:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3063, top5_acc: 0.5984, loss_cls: 2.9408, loss: 2.9408, grad_norm: 5.7319 2020-10-10 23:44:01,298 - mmaction - INFO - Epoch [2][1800/2640] lr: 1.000e-02, eta: 1 day, 5:58:48, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.3000, top5_acc: 0.5891, loss_cls: 2.9587, loss: 2.9587, grad_norm: 5.6783 2020-10-10 23:44:17,886 - mmaction - INFO - Epoch [2][1820/2640] lr: 1.000e-02, eta: 1 day, 5:58:21, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3141, top5_acc: 0.6031, loss_cls: 2.9859, loss: 2.9859, grad_norm: 5.7994 2020-10-10 23:44:34,529 - mmaction - INFO - Epoch [2][1840/2640] lr: 1.000e-02, eta: 1 day, 5:57:57, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.3039, top5_acc: 0.5719, loss_cls: 3.0220, loss: 3.0220, grad_norm: 5.5359 2020-10-10 23:44:51,075 - mmaction - INFO - Epoch [2][1860/2640] lr: 1.000e-02, eta: 1 day, 5:57:30, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.3398, top5_acc: 0.5977, loss_cls: 2.8904, loss: 2.8904, grad_norm: 5.8492 2020-10-10 23:45:07,778 - mmaction - INFO - Epoch [2][1880/2640] lr: 1.000e-02, eta: 1 day, 5:57:07, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.3211, top5_acc: 0.5953, loss_cls: 2.9535, loss: 2.9535, grad_norm: 5.7223 2020-10-10 23:45:24,238 - mmaction - INFO - Epoch [2][1900/2640] lr: 1.000e-02, eta: 1 day, 5:56:37, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 2.9154, loss: 2.9154, grad_norm: 5.3917 2020-10-10 23:45:40,835 - mmaction - INFO - Epoch [2][1920/2640] lr: 1.000e-02, eta: 1 day, 5:56:11, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3250, top5_acc: 0.6008, loss_cls: 2.9350, loss: 2.9350, grad_norm: 5.6647 2020-10-10 23:45:57,392 - mmaction - INFO - Epoch [2][1940/2640] lr: 1.000e-02, eta: 1 day, 5:55:44, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.3148, top5_acc: 0.5805, loss_cls: 2.9705, loss: 2.9705, grad_norm: 5.7858 2020-10-10 23:46:14,046 - mmaction - INFO - Epoch [2][1960/2640] lr: 1.000e-02, eta: 1 day, 5:55:19, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3133, top5_acc: 0.5922, loss_cls: 2.9691, loss: 2.9691, grad_norm: 5.4619 2020-10-10 23:46:30,608 - mmaction - INFO - Epoch [2][1980/2640] lr: 1.000e-02, eta: 1 day, 5:54:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 2.9458, loss: 2.9458, grad_norm: 5.8990 2020-10-10 23:46:47,244 - mmaction - INFO - Epoch [2][2000/2640] lr: 1.000e-02, eta: 1 day, 5:54:27, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3219, top5_acc: 0.5734, loss_cls: 2.9857, loss: 2.9857, grad_norm: 5.6276 2020-10-10 23:47:03,814 - mmaction - INFO - Epoch [2][2020/2640] lr: 1.000e-02, eta: 1 day, 5:54:03, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.3242, top5_acc: 0.5930, loss_cls: 2.9372, loss: 2.9372, grad_norm: 5.8602 2020-10-10 23:47:20,445 - mmaction - INFO - Epoch [2][2040/2640] lr: 1.000e-02, eta: 1 day, 5:53:37, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 2.9328, loss: 2.9328, grad_norm: 5.5371 2020-10-10 23:47:36,977 - mmaction - INFO - Epoch [2][2060/2640] lr: 1.000e-02, eta: 1 day, 5:53:12, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3234, top5_acc: 0.5930, loss_cls: 2.9667, loss: 2.9667, grad_norm: 5.6964 2020-10-10 23:47:53,353 - mmaction - INFO - Epoch [2][2080/2640] lr: 1.000e-02, eta: 1 day, 5:52:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 2.9483, loss: 2.9483, grad_norm: 5.7366 2020-10-10 23:48:09,980 - mmaction - INFO - Epoch [2][2100/2640] lr: 1.000e-02, eta: 1 day, 5:52:15, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 2.9099, loss: 2.9099, grad_norm: 5.7904 2020-10-10 23:48:26,560 - mmaction - INFO - Epoch [2][2120/2640] lr: 1.000e-02, eta: 1 day, 5:51:51, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3250, top5_acc: 0.5984, loss_cls: 2.9003, loss: 2.9003, grad_norm: 5.7233 2020-10-10 23:48:43,172 - mmaction - INFO - Epoch [2][2140/2640] lr: 1.000e-02, eta: 1 day, 5:51:26, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 2.9653, loss: 2.9653, grad_norm: 5.6737 2020-10-10 23:48:59,902 - mmaction - INFO - Epoch [2][2160/2640] lr: 1.000e-02, eta: 1 day, 5:51:05, time: 0.836, data_time: 0.002, memory: 9800, top1_acc: 0.3219, top5_acc: 0.6062, loss_cls: 2.9375, loss: 2.9375, grad_norm: 5.7467 2020-10-10 23:49:16,767 - mmaction - INFO - Epoch [2][2180/2640] lr: 1.000e-02, eta: 1 day, 5:50:47, time: 0.843, data_time: 0.005, memory: 9800, top1_acc: 0.3234, top5_acc: 0.6000, loss_cls: 2.9053, loss: 2.9053, grad_norm: 5.5620 2020-10-10 23:49:33,283 - mmaction - INFO - Epoch [2][2200/2640] lr: 1.000e-02, eta: 1 day, 5:50:20, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.3141, top5_acc: 0.6102, loss_cls: 2.9306, loss: 2.9306, grad_norm: 5.7091 2020-10-10 23:49:49,923 - mmaction - INFO - Epoch [2][2220/2640] lr: 1.000e-02, eta: 1 day, 5:49:55, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3195, top5_acc: 0.5930, loss_cls: 2.9126, loss: 2.9126, grad_norm: 5.8229 2020-10-10 23:50:06,459 - mmaction - INFO - Epoch [2][2240/2640] lr: 1.000e-02, eta: 1 day, 5:49:30, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.8902, loss: 2.8902, grad_norm: 5.4194 2020-10-10 23:50:23,063 - mmaction - INFO - Epoch [2][2260/2640] lr: 1.000e-02, eta: 1 day, 5:49:06, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.3273, top5_acc: 0.6141, loss_cls: 2.8076, loss: 2.8076, grad_norm: 5.7484 2020-10-10 23:50:39,746 - mmaction - INFO - Epoch [2][2280/2640] lr: 1.000e-02, eta: 1 day, 5:48:44, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.3312, top5_acc: 0.6172, loss_cls: 2.8361, loss: 2.8361, grad_norm: 5.7397 2020-10-10 23:50:56,234 - mmaction - INFO - Epoch [2][2300/2640] lr: 1.000e-02, eta: 1 day, 5:48:17, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.3414, top5_acc: 0.6203, loss_cls: 2.7530, loss: 2.7530, grad_norm: 5.9370 2020-10-10 23:51:12,882 - mmaction - INFO - Epoch [2][2320/2640] lr: 1.000e-02, eta: 1 day, 5:47:53, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 2.8888, loss: 2.8888, grad_norm: 5.5044 2020-10-10 23:51:29,434 - mmaction - INFO - Epoch [2][2340/2640] lr: 1.000e-02, eta: 1 day, 5:47:28, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3336, top5_acc: 0.6031, loss_cls: 2.8405, loss: 2.8405, grad_norm: 5.5990 2020-10-10 23:51:46,080 - mmaction - INFO - Epoch [2][2360/2640] lr: 1.000e-02, eta: 1 day, 5:47:04, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3305, top5_acc: 0.6039, loss_cls: 2.8433, loss: 2.8433, grad_norm: 5.5473 2020-10-10 23:52:02,763 - mmaction - INFO - Epoch [2][2380/2640] lr: 1.000e-02, eta: 1 day, 5:46:42, time: 0.835, data_time: 0.007, memory: 9800, top1_acc: 0.3312, top5_acc: 0.6102, loss_cls: 2.8317, loss: 2.8317, grad_norm: 5.6833 2020-10-10 23:52:19,433 - mmaction - INFO - Epoch [2][2400/2640] lr: 1.000e-02, eta: 1 day, 5:46:19, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3320, top5_acc: 0.6188, loss_cls: 2.8530, loss: 2.8530, grad_norm: 6.0722 2020-10-10 23:52:36,157 - mmaction - INFO - Epoch [2][2420/2640] lr: 1.000e-02, eta: 1 day, 5:45:59, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.3445, top5_acc: 0.6125, loss_cls: 2.8060, loss: 2.8060, grad_norm: 5.6278 2020-10-10 23:52:52,729 - mmaction - INFO - Epoch [2][2440/2640] lr: 1.000e-02, eta: 1 day, 5:45:35, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.3164, top5_acc: 0.5930, loss_cls: 2.9467, loss: 2.9467, grad_norm: 5.6736 2020-10-10 23:53:09,410 - mmaction - INFO - Epoch [2][2460/2640] lr: 1.000e-02, eta: 1 day, 5:45:13, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.3312, top5_acc: 0.6180, loss_cls: 2.8777, loss: 2.8777, grad_norm: 5.8085 2020-10-10 23:53:25,958 - mmaction - INFO - Epoch [2][2480/2640] lr: 1.000e-02, eta: 1 day, 5:44:48, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3344, top5_acc: 0.6031, loss_cls: 2.9290, loss: 2.9290, grad_norm: 5.4476 2020-10-10 23:53:42,724 - mmaction - INFO - Epoch [2][2500/2640] lr: 1.000e-02, eta: 1 day, 5:44:28, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.3289, top5_acc: 0.6094, loss_cls: 2.8827, loss: 2.8827, grad_norm: 6.0630 2020-10-10 23:53:59,157 - mmaction - INFO - Epoch [2][2520/2640] lr: 1.000e-02, eta: 1 day, 5:44:01, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.3688, top5_acc: 0.6383, loss_cls: 2.7198, loss: 2.7198, grad_norm: 5.7610 2020-10-10 23:54:15,913 - mmaction - INFO - Epoch [2][2540/2640] lr: 1.000e-02, eta: 1 day, 5:43:40, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.3344, top5_acc: 0.6297, loss_cls: 2.8186, loss: 2.8186, grad_norm: 5.7559 2020-10-10 23:54:32,517 - mmaction - INFO - Epoch [2][2560/2640] lr: 1.000e-02, eta: 1 day, 5:43:17, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3453, top5_acc: 0.5883, loss_cls: 2.8884, loss: 2.8884, grad_norm: 5.5882 2020-10-10 23:54:49,152 - mmaction - INFO - Epoch [2][2580/2640] lr: 1.000e-02, eta: 1 day, 5:42:54, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3359, top5_acc: 0.6344, loss_cls: 2.7587, loss: 2.7587, grad_norm: 5.6885 2020-10-10 23:55:05,693 - mmaction - INFO - Epoch [2][2600/2640] lr: 1.000e-02, eta: 1 day, 5:42:29, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3203, top5_acc: 0.6062, loss_cls: 2.8797, loss: 2.8797, grad_norm: 5.6383 2020-10-10 23:55:22,296 - mmaction - INFO - Epoch [2][2620/2640] lr: 1.000e-02, eta: 1 day, 5:42:06, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.3484, top5_acc: 0.6188, loss_cls: 2.7996, loss: 2.7996, grad_norm: 6.0246 2020-10-10 23:55:38,372 - mmaction - INFO - Epoch [2][2640/2640] lr: 1.000e-02, eta: 1 day, 5:41:30, time: 0.804, data_time: 0.005, memory: 9800, top1_acc: 0.3411, top5_acc: 0.6242, loss_cls: 2.8214, loss: 2.8214, grad_norm: 5.9166 2020-10-10 23:55:38,672 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-10-10 23:56:05,284 - mmaction - INFO - Epoch [3][20/2640] lr: 1.000e-02, eta: 1 day, 5:44:20, time: 1.235, data_time: 0.394, memory: 9800, top1_acc: 0.3617, top5_acc: 0.6250, loss_cls: 2.7581, loss: 2.7581, grad_norm: 5.7667 2020-10-10 23:56:21,693 - mmaction - INFO - Epoch [3][40/2640] lr: 1.000e-02, eta: 1 day, 5:43:51, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.3391, top5_acc: 0.6109, loss_cls: 2.8395, loss: 2.8395, grad_norm: 5.7875 2020-10-10 23:56:38,439 - mmaction - INFO - Epoch [3][60/2640] lr: 1.000e-02, eta: 1 day, 5:43:31, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.7379, loss: 2.7379, grad_norm: 5.8970 2020-10-10 23:56:54,860 - mmaction - INFO - Epoch [3][80/2640] lr: 1.000e-02, eta: 1 day, 5:43:03, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3547, top5_acc: 0.6211, loss_cls: 2.7791, loss: 2.7791, grad_norm: 5.8976 2020-10-10 23:57:11,495 - mmaction - INFO - Epoch [3][100/2640] lr: 1.000e-02, eta: 1 day, 5:42:40, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3469, top5_acc: 0.6141, loss_cls: 2.8165, loss: 2.8165, grad_norm: 6.0192 2020-10-10 23:57:28,018 - mmaction - INFO - Epoch [3][120/2640] lr: 1.000e-02, eta: 1 day, 5:42:15, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3383, top5_acc: 0.6148, loss_cls: 2.8590, loss: 2.8590, grad_norm: 5.8771 2020-10-10 23:57:44,619 - mmaction - INFO - Epoch [3][140/2640] lr: 1.000e-02, eta: 1 day, 5:41:51, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3734, top5_acc: 0.6414, loss_cls: 2.7037, loss: 2.7037, grad_norm: 5.5679 2020-10-10 23:58:01,020 - mmaction - INFO - Epoch [3][160/2640] lr: 1.000e-02, eta: 1 day, 5:41:23, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6469, loss_cls: 2.7267, loss: 2.7267, grad_norm: 5.8063 2020-10-10 23:58:17,649 - mmaction - INFO - Epoch [3][180/2640] lr: 1.000e-02, eta: 1 day, 5:40:58, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3406, top5_acc: 0.6234, loss_cls: 2.7964, loss: 2.7964, grad_norm: 5.6342 2020-10-10 23:58:34,227 - mmaction - INFO - Epoch [3][200/2640] lr: 1.000e-02, eta: 1 day, 5:40:35, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.3445, top5_acc: 0.6188, loss_cls: 2.8297, loss: 2.8297, grad_norm: 5.6938 2020-10-10 23:58:50,778 - mmaction - INFO - Epoch [3][220/2640] lr: 1.000e-02, eta: 1 day, 5:40:11, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.3367, top5_acc: 0.6039, loss_cls: 2.8665, loss: 2.8665, grad_norm: 5.6207 2020-10-10 23:59:07,545 - mmaction - INFO - Epoch [3][240/2640] lr: 1.000e-02, eta: 1 day, 5:39:50, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.3414, top5_acc: 0.6102, loss_cls: 2.7639, loss: 2.7639, grad_norm: 5.8937 2020-10-10 23:59:24,152 - mmaction - INFO - Epoch [3][260/2640] lr: 1.000e-02, eta: 1 day, 5:39:28, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.3305, top5_acc: 0.6055, loss_cls: 2.8489, loss: 2.8489, grad_norm: 5.7589 2020-10-10 23:59:40,934 - mmaction - INFO - Epoch [3][280/2640] lr: 1.000e-02, eta: 1 day, 5:39:08, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.3422, top5_acc: 0.6117, loss_cls: 2.8096, loss: 2.8096, grad_norm: 5.7311 2020-10-10 23:59:57,341 - mmaction - INFO - Epoch [3][300/2640] lr: 1.000e-02, eta: 1 day, 5:38:40, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3594, top5_acc: 0.6391, loss_cls: 2.7134, loss: 2.7134, grad_norm: 5.6590 2020-10-11 00:00:17,271 - mmaction - INFO - Epoch [3][320/2640] lr: 1.000e-02, eta: 1 day, 5:39:27, time: 0.984, data_time: 0.007, memory: 9800, top1_acc: 0.3578, top5_acc: 0.6258, loss_cls: 2.7258, loss: 2.7258, grad_norm: 5.7547 2020-10-11 00:00:33,804 - mmaction - INFO - Epoch [3][340/2640] lr: 1.000e-02, eta: 1 day, 5:39:08, time: 0.840, data_time: 0.020, memory: 9800, top1_acc: 0.3312, top5_acc: 0.6070, loss_cls: 2.8654, loss: 2.8654, grad_norm: 5.7297 2020-10-11 00:00:50,177 - mmaction - INFO - Epoch [3][360/2640] lr: 1.000e-02, eta: 1 day, 5:38:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3484, top5_acc: 0.6430, loss_cls: 2.7025, loss: 2.7025, grad_norm: 5.8098 2020-10-11 00:01:06,802 - mmaction - INFO - Epoch [3][380/2640] lr: 1.000e-02, eta: 1 day, 5:38:15, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3367, top5_acc: 0.6070, loss_cls: 2.8460, loss: 2.8460, grad_norm: 5.8660 2020-10-11 00:01:23,546 - mmaction - INFO - Epoch [3][400/2640] lr: 1.000e-02, eta: 1 day, 5:37:56, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.3500, top5_acc: 0.6383, loss_cls: 2.7707, loss: 2.7707, grad_norm: 5.4739 2020-10-11 00:01:40,155 - mmaction - INFO - Epoch [3][420/2640] lr: 1.000e-02, eta: 1 day, 5:37:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3570, top5_acc: 0.6211, loss_cls: 2.7909, loss: 2.7909, grad_norm: 5.7195 2020-10-11 00:01:56,570 - mmaction - INFO - Epoch [3][440/2640] lr: 1.000e-02, eta: 1 day, 5:37:06, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3469, top5_acc: 0.6375, loss_cls: 2.7321, loss: 2.7321, grad_norm: 5.8575 2020-10-11 00:02:13,132 - mmaction - INFO - Epoch [3][460/2640] lr: 1.000e-02, eta: 1 day, 5:36:41, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.3508, top5_acc: 0.6242, loss_cls: 2.8082, loss: 2.8082, grad_norm: 5.9288 2020-10-11 00:02:29,709 - mmaction - INFO - Epoch [3][480/2640] lr: 1.000e-02, eta: 1 day, 5:36:18, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.8322, loss: 2.8322, grad_norm: 5.7721 2020-10-11 00:02:46,121 - mmaction - INFO - Epoch [3][500/2640] lr: 1.000e-02, eta: 1 day, 5:35:50, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3531, top5_acc: 0.6227, loss_cls: 2.7656, loss: 2.7656, grad_norm: 5.9135 2020-10-11 00:03:02,716 - mmaction - INFO - Epoch [3][520/2640] lr: 1.000e-02, eta: 1 day, 5:35:27, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.3539, top5_acc: 0.6305, loss_cls: 2.7267, loss: 2.7267, grad_norm: 5.6515 2020-10-11 00:03:19,273 - mmaction - INFO - Epoch [3][540/2640] lr: 1.000e-02, eta: 1 day, 5:35:04, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3641, top5_acc: 0.6312, loss_cls: 2.7817, loss: 2.7817, grad_norm: 5.7405 2020-10-11 00:03:35,888 - mmaction - INFO - Epoch [3][560/2640] lr: 1.000e-02, eta: 1 day, 5:34:41, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3695, top5_acc: 0.6680, loss_cls: 2.5961, loss: 2.5961, grad_norm: 6.0826 2020-10-11 00:03:52,463 - mmaction - INFO - Epoch [3][580/2640] lr: 1.000e-02, eta: 1 day, 5:34:17, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.3312, top5_acc: 0.6242, loss_cls: 2.8108, loss: 2.8108, grad_norm: 5.9650 2020-10-11 00:04:09,082 - mmaction - INFO - Epoch [3][600/2640] lr: 1.000e-02, eta: 1 day, 5:33:54, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.7858, loss: 2.7858, grad_norm: 5.6072 2020-10-11 00:04:25,685 - mmaction - INFO - Epoch [3][620/2640] lr: 1.000e-02, eta: 1 day, 5:33:32, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.3633, top5_acc: 0.6461, loss_cls: 2.6759, loss: 2.6759, grad_norm: 5.7216 2020-10-11 00:04:42,211 - mmaction - INFO - Epoch [3][640/2640] lr: 1.000e-02, eta: 1 day, 5:33:08, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3539, top5_acc: 0.6297, loss_cls: 2.7930, loss: 2.7930, grad_norm: 5.7490 2020-10-11 00:04:58,856 - mmaction - INFO - Epoch [3][660/2640] lr: 1.000e-02, eta: 1 day, 5:32:46, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.3492, top5_acc: 0.6180, loss_cls: 2.7931, loss: 2.7931, grad_norm: 5.7345 2020-10-11 00:05:15,421 - mmaction - INFO - Epoch [3][680/2640] lr: 1.000e-02, eta: 1 day, 5:32:22, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.3414, top5_acc: 0.6117, loss_cls: 2.8986, loss: 2.8986, grad_norm: 5.8476 2020-10-11 00:05:32,001 - mmaction - INFO - Epoch [3][700/2640] lr: 1.000e-02, eta: 1 day, 5:32:00, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3516, top5_acc: 0.6242, loss_cls: 2.7264, loss: 2.7264, grad_norm: 5.6802 2020-10-11 00:05:48,631 - mmaction - INFO - Epoch [3][720/2640] lr: 1.000e-02, eta: 1 day, 5:31:36, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.6913, loss: 2.6913, grad_norm: 5.8303 2020-10-11 00:06:05,190 - mmaction - INFO - Epoch [3][740/2640] lr: 1.000e-02, eta: 1 day, 5:31:14, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.7870, loss: 2.7870, grad_norm: 5.8652 2020-10-11 00:06:21,849 - mmaction - INFO - Epoch [3][760/2640] lr: 1.000e-02, eta: 1 day, 5:30:53, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.3500, top5_acc: 0.6227, loss_cls: 2.7859, loss: 2.7859, grad_norm: 5.9524 2020-10-11 00:06:38,338 - mmaction - INFO - Epoch [3][780/2640] lr: 1.000e-02, eta: 1 day, 5:30:28, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.3320, top5_acc: 0.6133, loss_cls: 2.8273, loss: 2.8273, grad_norm: 5.7041 2020-10-11 00:06:54,777 - mmaction - INFO - Epoch [3][800/2640] lr: 1.000e-02, eta: 1 day, 5:30:02, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.8823, loss: 2.8823, grad_norm: 5.6902 2020-10-11 00:07:11,384 - mmaction - INFO - Epoch [3][820/2640] lr: 1.000e-02, eta: 1 day, 5:29:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3648, top5_acc: 0.6352, loss_cls: 2.7574, loss: 2.7574, grad_norm: 5.6362 2020-10-11 00:07:27,903 - mmaction - INFO - Epoch [3][840/2640] lr: 1.000e-02, eta: 1 day, 5:29:16, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3641, top5_acc: 0.6539, loss_cls: 2.6382, loss: 2.6382, grad_norm: 5.8892 2020-10-11 00:07:44,515 - mmaction - INFO - Epoch [3][860/2640] lr: 1.000e-02, eta: 1 day, 5:28:54, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3648, top5_acc: 0.6414, loss_cls: 2.7439, loss: 2.7439, grad_norm: 5.9582 2020-10-11 00:08:00,906 - mmaction - INFO - Epoch [3][880/2640] lr: 1.000e-02, eta: 1 day, 5:28:27, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3711, top5_acc: 0.6445, loss_cls: 2.6975, loss: 2.6975, grad_norm: 5.9481 2020-10-11 00:08:17,559 - mmaction - INFO - Epoch [3][900/2640] lr: 1.000e-02, eta: 1 day, 5:28:04, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3664, top5_acc: 0.6539, loss_cls: 2.6472, loss: 2.6472, grad_norm: 5.4907 2020-10-11 00:08:34,137 - mmaction - INFO - Epoch [3][920/2640] lr: 1.000e-02, eta: 1 day, 5:27:43, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.3594, top5_acc: 0.6352, loss_cls: 2.7464, loss: 2.7464, grad_norm: 5.8110 2020-10-11 00:08:50,641 - mmaction - INFO - Epoch [3][940/2640] lr: 1.000e-02, eta: 1 day, 5:27:19, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.3727, top5_acc: 0.6367, loss_cls: 2.6840, loss: 2.6840, grad_norm: 5.6535 2020-10-11 00:09:07,329 - mmaction - INFO - Epoch [3][960/2640] lr: 1.000e-02, eta: 1 day, 5:26:58, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.7510, loss: 2.7510, grad_norm: 5.5400 2020-10-11 00:09:23,863 - mmaction - INFO - Epoch [3][980/2640] lr: 1.000e-02, eta: 1 day, 5:26:35, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3336, top5_acc: 0.6102, loss_cls: 2.7872, loss: 2.7872, grad_norm: 5.6288 2020-10-11 00:09:40,451 - mmaction - INFO - Epoch [3][1000/2640] lr: 1.000e-02, eta: 1 day, 5:26:13, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3477, top5_acc: 0.6359, loss_cls: 2.7114, loss: 2.7114, grad_norm: 5.8406 2020-10-11 00:09:57,004 - mmaction - INFO - Epoch [3][1020/2640] lr: 1.000e-02, eta: 1 day, 5:25:50, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.6662, loss: 2.6662, grad_norm: 5.8525 2020-10-11 00:10:13,666 - mmaction - INFO - Epoch [3][1040/2640] lr: 1.000e-02, eta: 1 day, 5:25:28, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3828, top5_acc: 0.6625, loss_cls: 2.6036, loss: 2.6036, grad_norm: 5.8267 2020-10-11 00:10:30,194 - mmaction - INFO - Epoch [3][1060/2640] lr: 1.000e-02, eta: 1 day, 5:25:06, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.7626, loss: 2.7626, grad_norm: 5.8761 2020-10-11 00:10:46,840 - mmaction - INFO - Epoch [3][1080/2640] lr: 1.000e-02, eta: 1 day, 5:24:45, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3516, top5_acc: 0.6258, loss_cls: 2.7709, loss: 2.7709, grad_norm: 5.7344 2020-10-11 00:11:03,368 - mmaction - INFO - Epoch [3][1100/2640] lr: 1.000e-02, eta: 1 day, 5:24:22, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3492, top5_acc: 0.6398, loss_cls: 2.6865, loss: 2.6865, grad_norm: 5.8362 2020-10-11 00:11:20,023 - mmaction - INFO - Epoch [3][1120/2640] lr: 1.000e-02, eta: 1 day, 5:24:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3695, top5_acc: 0.6211, loss_cls: 2.7823, loss: 2.7823, grad_norm: 5.9417 2020-10-11 00:11:36,755 - mmaction - INFO - Epoch [3][1140/2640] lr: 1.000e-02, eta: 1 day, 5:23:42, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.3578, top5_acc: 0.6422, loss_cls: 2.6975, loss: 2.6975, grad_norm: 5.6192 2020-10-11 00:11:53,172 - mmaction - INFO - Epoch [3][1160/2640] lr: 1.000e-02, eta: 1 day, 5:23:17, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.7429, loss: 2.7429, grad_norm: 5.8847 2020-10-11 00:12:09,942 - mmaction - INFO - Epoch [3][1180/2640] lr: 1.000e-02, eta: 1 day, 5:22:58, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.3555, top5_acc: 0.6344, loss_cls: 2.7544, loss: 2.7544, grad_norm: 6.0012 2020-10-11 00:12:26,546 - mmaction - INFO - Epoch [3][1200/2640] lr: 1.000e-02, eta: 1 day, 5:22:36, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3992, top5_acc: 0.6570, loss_cls: 2.5636, loss: 2.5636, grad_norm: 6.1088 2020-10-11 00:12:43,116 - mmaction - INFO - Epoch [3][1220/2640] lr: 1.000e-02, eta: 1 day, 5:22:14, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3430, top5_acc: 0.6305, loss_cls: 2.8218, loss: 2.8218, grad_norm: 5.8417 2020-10-11 00:12:59,600 - mmaction - INFO - Epoch [3][1240/2640] lr: 1.000e-02, eta: 1 day, 5:21:50, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.3789, top5_acc: 0.6523, loss_cls: 2.6245, loss: 2.6245, grad_norm: 5.8150 2020-10-11 00:13:16,166 - mmaction - INFO - Epoch [3][1260/2640] lr: 1.000e-02, eta: 1 day, 5:21:27, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.7315, loss: 2.7315, grad_norm: 5.9089 2020-10-11 00:13:32,676 - mmaction - INFO - Epoch [3][1280/2640] lr: 1.000e-02, eta: 1 day, 5:21:05, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3500, top5_acc: 0.6297, loss_cls: 2.7438, loss: 2.7438, grad_norm: 5.9479 2020-10-11 00:13:49,079 - mmaction - INFO - Epoch [3][1300/2640] lr: 1.000e-02, eta: 1 day, 5:20:39, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3414, top5_acc: 0.6344, loss_cls: 2.7460, loss: 2.7460, grad_norm: 5.8461 2020-10-11 00:14:05,743 - mmaction - INFO - Epoch [3][1320/2640] lr: 1.000e-02, eta: 1 day, 5:20:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3812, top5_acc: 0.6328, loss_cls: 2.6821, loss: 2.6821, grad_norm: 5.7908 2020-10-11 00:14:22,261 - mmaction - INFO - Epoch [3][1340/2640] lr: 1.000e-02, eta: 1 day, 5:19:56, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.3453, top5_acc: 0.6305, loss_cls: 2.7954, loss: 2.7954, grad_norm: 6.2017 2020-10-11 00:14:38,881 - mmaction - INFO - Epoch [3][1360/2640] lr: 1.000e-02, eta: 1 day, 5:19:35, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3586, top5_acc: 0.6344, loss_cls: 2.7986, loss: 2.7986, grad_norm: 5.4999 2020-10-11 00:14:55,411 - mmaction - INFO - Epoch [3][1380/2640] lr: 1.000e-02, eta: 1 day, 5:19:12, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3664, top5_acc: 0.6414, loss_cls: 2.6960, loss: 2.6960, grad_norm: 5.7267 2020-10-11 00:15:12,066 - mmaction - INFO - Epoch [3][1400/2640] lr: 1.000e-02, eta: 1 day, 5:18:51, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.6616, loss: 2.6616, grad_norm: 5.8414 2020-10-11 00:15:28,590 - mmaction - INFO - Epoch [3][1420/2640] lr: 1.000e-02, eta: 1 day, 5:18:29, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.3367, top5_acc: 0.6156, loss_cls: 2.8149, loss: 2.8149, grad_norm: 5.7973 2020-10-11 00:15:45,241 - mmaction - INFO - Epoch [3][1440/2640] lr: 1.000e-02, eta: 1 day, 5:18:08, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.3742, top5_acc: 0.6641, loss_cls: 2.6053, loss: 2.6053, grad_norm: 5.7400 2020-10-11 00:16:01,792 - mmaction - INFO - Epoch [3][1460/2640] lr: 1.000e-02, eta: 1 day, 5:17:46, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.3516, top5_acc: 0.6273, loss_cls: 2.7619, loss: 2.7619, grad_norm: 5.7429 2020-10-11 00:16:18,403 - mmaction - INFO - Epoch [3][1480/2640] lr: 1.000e-02, eta: 1 day, 5:17:24, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3812, top5_acc: 0.6555, loss_cls: 2.6344, loss: 2.6344, grad_norm: 5.8767 2020-10-11 00:16:35,098 - mmaction - INFO - Epoch [3][1500/2640] lr: 1.000e-02, eta: 1 day, 5:17:06, time: 0.838, data_time: 0.007, memory: 9800, top1_acc: 0.3523, top5_acc: 0.6320, loss_cls: 2.7413, loss: 2.7413, grad_norm: 5.9811 2020-10-11 00:16:51,640 - mmaction - INFO - Epoch [3][1520/2640] lr: 1.000e-02, eta: 1 day, 5:16:43, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3445, top5_acc: 0.6445, loss_cls: 2.6910, loss: 2.6910, grad_norm: 5.5191 2020-10-11 00:17:08,213 - mmaction - INFO - Epoch [3][1540/2640] lr: 1.000e-02, eta: 1 day, 5:16:22, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3750, top5_acc: 0.6414, loss_cls: 2.6777, loss: 2.6777, grad_norm: 5.6806 2020-10-11 00:17:24,723 - mmaction - INFO - Epoch [3][1560/2640] lr: 1.000e-02, eta: 1 day, 5:15:59, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.3516, top5_acc: 0.6211, loss_cls: 2.7894, loss: 2.7894, grad_norm: 5.9785 2020-10-11 00:17:41,315 - mmaction - INFO - Epoch [3][1580/2640] lr: 1.000e-02, eta: 1 day, 5:15:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.6715, loss: 2.6715, grad_norm: 5.4688 2020-10-11 00:17:57,699 - mmaction - INFO - Epoch [3][1600/2640] lr: 1.000e-02, eta: 1 day, 5:15:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3641, top5_acc: 0.6430, loss_cls: 2.7002, loss: 2.7002, grad_norm: 5.7748 2020-10-11 00:18:14,452 - mmaction - INFO - Epoch [3][1620/2640] lr: 1.000e-02, eta: 1 day, 5:14:54, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.7771, loss: 2.7771, grad_norm: 5.5694 2020-10-11 00:18:31,083 - mmaction - INFO - Epoch [3][1640/2640] lr: 1.000e-02, eta: 1 day, 5:14:34, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3586, top5_acc: 0.6328, loss_cls: 2.6984, loss: 2.6984, grad_norm: 5.8114 2020-10-11 00:18:47,710 - mmaction - INFO - Epoch [3][1660/2640] lr: 1.000e-02, eta: 1 day, 5:14:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.5728, loss: 2.5728, grad_norm: 6.1180 2020-10-11 00:19:04,257 - mmaction - INFO - Epoch [3][1680/2640] lr: 1.000e-02, eta: 1 day, 5:13:51, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.3484, top5_acc: 0.6273, loss_cls: 2.8258, loss: 2.8258, grad_norm: 5.8394 2020-10-11 00:19:20,886 - mmaction - INFO - Epoch [3][1700/2640] lr: 1.000e-02, eta: 1 day, 5:13:31, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.3531, top5_acc: 0.6516, loss_cls: 2.7279, loss: 2.7279, grad_norm: 5.7781 2020-10-11 00:19:37,506 - mmaction - INFO - Epoch [3][1720/2640] lr: 1.000e-02, eta: 1 day, 5:13:10, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.6894, loss: 2.6894, grad_norm: 5.8314 2020-10-11 00:19:54,012 - mmaction - INFO - Epoch [3][1740/2640] lr: 1.000e-02, eta: 1 day, 5:12:47, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.3516, top5_acc: 0.6359, loss_cls: 2.7089, loss: 2.7089, grad_norm: 5.8297 2020-10-11 00:20:10,708 - mmaction - INFO - Epoch [3][1760/2640] lr: 1.000e-02, eta: 1 day, 5:12:27, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3883, top5_acc: 0.6555, loss_cls: 2.6221, loss: 2.6221, grad_norm: 6.1582 2020-10-11 00:20:27,209 - mmaction - INFO - Epoch [3][1780/2640] lr: 1.000e-02, eta: 1 day, 5:12:06, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.3688, top5_acc: 0.6555, loss_cls: 2.7075, loss: 2.7075, grad_norm: 5.8791 2020-10-11 00:20:43,833 - mmaction - INFO - Epoch [3][1800/2640] lr: 1.000e-02, eta: 1 day, 5:11:45, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.7767, loss: 2.7767, grad_norm: 5.4951 2020-10-11 00:21:00,398 - mmaction - INFO - Epoch [3][1820/2640] lr: 1.000e-02, eta: 1 day, 5:11:24, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.3633, top5_acc: 0.6398, loss_cls: 2.7018, loss: 2.7018, grad_norm: 5.8416 2020-10-11 00:21:17,025 - mmaction - INFO - Epoch [3][1840/2640] lr: 1.000e-02, eta: 1 day, 5:11:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3680, top5_acc: 0.6414, loss_cls: 2.7108, loss: 2.7108, grad_norm: 5.8942 2020-10-11 00:21:33,621 - mmaction - INFO - Epoch [3][1860/2640] lr: 1.000e-02, eta: 1 day, 5:10:43, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.7521, loss: 2.7521, grad_norm: 5.8451 2020-10-11 00:21:50,174 - mmaction - INFO - Epoch [3][1880/2640] lr: 1.000e-02, eta: 1 day, 5:10:21, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.3703, top5_acc: 0.6391, loss_cls: 2.6574, loss: 2.6574, grad_norm: 5.7164 2020-10-11 00:22:06,776 - mmaction - INFO - Epoch [3][1900/2640] lr: 1.000e-02, eta: 1 day, 5:09:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3711, top5_acc: 0.6508, loss_cls: 2.6469, loss: 2.6469, grad_norm: 5.8932 2020-10-11 00:22:23,335 - mmaction - INFO - Epoch [3][1920/2640] lr: 1.000e-02, eta: 1 day, 5:09:39, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.6766, loss: 2.6766, grad_norm: 5.6007 2020-10-11 00:22:39,988 - mmaction - INFO - Epoch [3][1940/2640] lr: 1.000e-02, eta: 1 day, 5:09:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3945, top5_acc: 0.6625, loss_cls: 2.5895, loss: 2.5895, grad_norm: 5.7245 2020-10-11 00:22:56,532 - mmaction - INFO - Epoch [3][1960/2640] lr: 1.000e-02, eta: 1 day, 5:08:57, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3648, top5_acc: 0.6352, loss_cls: 2.7140, loss: 2.7140, grad_norm: 6.0890 2020-10-11 00:23:13,135 - mmaction - INFO - Epoch [3][1980/2640] lr: 1.000e-02, eta: 1 day, 5:08:37, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.7308, loss: 2.7308, grad_norm: 5.7089 2020-10-11 00:23:29,730 - mmaction - INFO - Epoch [3][2000/2640] lr: 1.000e-02, eta: 1 day, 5:08:16, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3773, top5_acc: 0.6414, loss_cls: 2.6686, loss: 2.6686, grad_norm: 5.8408 2020-10-11 00:23:46,294 - mmaction - INFO - Epoch [3][2020/2640] lr: 1.000e-02, eta: 1 day, 5:07:55, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3625, top5_acc: 0.6562, loss_cls: 2.6770, loss: 2.6770, grad_norm: 6.0955 2020-10-11 00:24:02,948 - mmaction - INFO - Epoch [3][2040/2640] lr: 1.000e-02, eta: 1 day, 5:07:35, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.7716, loss: 2.7716, grad_norm: 5.7689 2020-10-11 00:24:19,466 - mmaction - INFO - Epoch [3][2060/2640] lr: 1.000e-02, eta: 1 day, 5:07:13, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3945, top5_acc: 0.6594, loss_cls: 2.6053, loss: 2.6053, grad_norm: 5.9665 2020-10-11 00:24:36,082 - mmaction - INFO - Epoch [3][2080/2640] lr: 1.000e-02, eta: 1 day, 5:06:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3688, top5_acc: 0.6422, loss_cls: 2.7071, loss: 2.7071, grad_norm: 5.8721 2020-10-11 00:24:52,474 - mmaction - INFO - Epoch [3][2100/2640] lr: 1.000e-02, eta: 1 day, 5:06:29, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.3750, top5_acc: 0.6484, loss_cls: 2.6577, loss: 2.6577, grad_norm: 5.8558 2020-10-11 00:25:09,164 - mmaction - INFO - Epoch [3][2120/2640] lr: 1.000e-02, eta: 1 day, 5:06:08, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6312, loss_cls: 2.6817, loss: 2.6817, grad_norm: 5.7348 2020-10-11 00:25:25,845 - mmaction - INFO - Epoch [3][2140/2640] lr: 1.000e-02, eta: 1 day, 5:05:51, time: 0.839, data_time: 0.009, memory: 9800, top1_acc: 0.3891, top5_acc: 0.6391, loss_cls: 2.6490, loss: 2.6490, grad_norm: 5.9706 2020-10-11 00:25:42,501 - mmaction - INFO - Epoch [3][2160/2640] lr: 1.000e-02, eta: 1 day, 5:05:32, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.3609, top5_acc: 0.6430, loss_cls: 2.6834, loss: 2.6834, grad_norm: 5.9304 2020-10-11 00:25:59,005 - mmaction - INFO - Epoch [3][2180/2640] lr: 1.000e-02, eta: 1 day, 5:05:09, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.3664, top5_acc: 0.6500, loss_cls: 2.6979, loss: 2.6979, grad_norm: 5.8724 2020-10-11 00:26:15,602 - mmaction - INFO - Epoch [3][2200/2640] lr: 1.000e-02, eta: 1 day, 5:04:48, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.3727, top5_acc: 0.6500, loss_cls: 2.6270, loss: 2.6270, grad_norm: 5.8833 2020-10-11 00:26:32,186 - mmaction - INFO - Epoch [3][2220/2640] lr: 1.000e-02, eta: 1 day, 5:04:28, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3586, top5_acc: 0.6312, loss_cls: 2.7264, loss: 2.7264, grad_norm: 5.8115 2020-10-11 00:26:48,823 - mmaction - INFO - Epoch [3][2240/2640] lr: 1.000e-02, eta: 1 day, 5:04:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3477, top5_acc: 0.6336, loss_cls: 2.7281, loss: 2.7281, grad_norm: 5.6412 2020-10-11 00:27:05,365 - mmaction - INFO - Epoch [3][2260/2640] lr: 1.000e-02, eta: 1 day, 5:03:47, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.3563, top5_acc: 0.6469, loss_cls: 2.6276, loss: 2.6276, grad_norm: 5.8078 2020-10-11 00:27:21,985 - mmaction - INFO - Epoch [3][2280/2640] lr: 1.000e-02, eta: 1 day, 5:03:27, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3688, top5_acc: 0.6453, loss_cls: 2.6639, loss: 2.6639, grad_norm: 6.1400 2020-10-11 00:27:38,540 - mmaction - INFO - Epoch [3][2300/2640] lr: 1.000e-02, eta: 1 day, 5:03:06, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3586, top5_acc: 0.6477, loss_cls: 2.6478, loss: 2.6478, grad_norm: 5.9144 2020-10-11 00:27:55,020 - mmaction - INFO - Epoch [3][2320/2640] lr: 1.000e-02, eta: 1 day, 5:02:44, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.3703, top5_acc: 0.6336, loss_cls: 2.7516, loss: 2.7516, grad_norm: 5.6713 2020-10-11 00:28:11,562 - mmaction - INFO - Epoch [3][2340/2640] lr: 1.000e-02, eta: 1 day, 5:02:23, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3664, top5_acc: 0.6523, loss_cls: 2.6864, loss: 2.6864, grad_norm: 5.9056 2020-10-11 00:28:28,150 - mmaction - INFO - Epoch [3][2360/2640] lr: 1.000e-02, eta: 1 day, 5:02:02, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.6188, loss: 2.6188, grad_norm: 5.8079 2020-10-11 00:28:44,710 - mmaction - INFO - Epoch [3][2380/2640] lr: 1.000e-02, eta: 1 day, 5:01:41, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.3555, top5_acc: 0.6391, loss_cls: 2.7418, loss: 2.7418, grad_norm: 5.8997 2020-10-11 00:29:01,069 - mmaction - INFO - Epoch [3][2400/2640] lr: 1.000e-02, eta: 1 day, 5:01:17, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.3953, top5_acc: 0.6680, loss_cls: 2.5749, loss: 2.5749, grad_norm: 5.4440 2020-10-11 00:29:17,708 - mmaction - INFO - Epoch [3][2420/2640] lr: 1.000e-02, eta: 1 day, 5:00:57, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3672, top5_acc: 0.6453, loss_cls: 2.6478, loss: 2.6478, grad_norm: 5.6904 2020-10-11 00:29:34,419 - mmaction - INFO - Epoch [3][2440/2640] lr: 1.000e-02, eta: 1 day, 5:00:39, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.3609, top5_acc: 0.6773, loss_cls: 2.6132, loss: 2.6132, grad_norm: 5.8683 2020-10-11 00:29:50,880 - mmaction - INFO - Epoch [3][2460/2640] lr: 1.000e-02, eta: 1 day, 5:00:17, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.3656, top5_acc: 0.6367, loss_cls: 2.7240, loss: 2.7240, grad_norm: 5.7305 2020-10-11 00:30:07,478 - mmaction - INFO - Epoch [3][2480/2640] lr: 1.000e-02, eta: 1 day, 4:59:57, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3820, top5_acc: 0.6336, loss_cls: 2.7088, loss: 2.7088, grad_norm: 5.6705 2020-10-11 00:30:24,018 - mmaction - INFO - Epoch [3][2500/2640] lr: 1.000e-02, eta: 1 day, 4:59:36, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.3852, top5_acc: 0.6648, loss_cls: 2.5813, loss: 2.5813, grad_norm: 5.8523 2020-10-11 00:30:40,625 - mmaction - INFO - Epoch [3][2520/2640] lr: 1.000e-02, eta: 1 day, 4:59:16, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3547, top5_acc: 0.6430, loss_cls: 2.7013, loss: 2.7013, grad_norm: 6.0435 2020-10-11 00:30:57,018 - mmaction - INFO - Epoch [3][2540/2640] lr: 1.000e-02, eta: 1 day, 4:58:53, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3812, top5_acc: 0.6445, loss_cls: 2.6656, loss: 2.6656, grad_norm: 5.7288 2020-10-11 00:31:13,598 - mmaction - INFO - Epoch [3][2560/2640] lr: 1.000e-02, eta: 1 day, 4:58:32, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3508, top5_acc: 0.6352, loss_cls: 2.6849, loss: 2.6849, grad_norm: 5.6624 2020-10-11 00:31:30,158 - mmaction - INFO - Epoch [3][2580/2640] lr: 1.000e-02, eta: 1 day, 4:58:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3719, top5_acc: 0.6398, loss_cls: 2.7237, loss: 2.7237, grad_norm: 5.9131 2020-10-11 00:31:46,820 - mmaction - INFO - Epoch [3][2600/2640] lr: 1.000e-02, eta: 1 day, 4:57:52, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3742, top5_acc: 0.6500, loss_cls: 2.6545, loss: 2.6545, grad_norm: 5.7839 2020-10-11 00:32:03,609 - mmaction - INFO - Epoch [3][2620/2640] lr: 1.000e-02, eta: 1 day, 4:57:36, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.3758, top5_acc: 0.6719, loss_cls: 2.5822, loss: 2.5822, grad_norm: 5.7415 2020-10-11 00:32:19,676 - mmaction - INFO - Epoch [3][2640/2640] lr: 1.000e-02, eta: 1 day, 4:57:07, time: 0.803, data_time: 0.002, memory: 9800, top1_acc: 0.3766, top5_acc: 0.6524, loss_cls: 2.6188, loss: 2.6188, grad_norm: 5.7800 2020-10-11 00:32:20,065 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-10-11 00:32:50,054 - mmaction - INFO - Epoch [4][20/2640] lr: 1.000e-02, eta: 1 day, 4:59:46, time: 1.401, data_time: 0.536, memory: 9800, top1_acc: 0.3922, top5_acc: 0.6617, loss_cls: 2.5900, loss: 2.5900, grad_norm: 5.8443 2020-10-11 00:33:06,406 - mmaction - INFO - Epoch [4][40/2640] lr: 1.000e-02, eta: 1 day, 4:59:21, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.3711, top5_acc: 0.6562, loss_cls: 2.6049, loss: 2.6049, grad_norm: 6.0058 2020-10-11 00:33:22,850 - mmaction - INFO - Epoch [4][60/2640] lr: 1.000e-02, eta: 1 day, 4:58:58, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.3773, top5_acc: 0.6469, loss_cls: 2.6193, loss: 2.6193, grad_norm: 5.8325 2020-10-11 00:33:39,394 - mmaction - INFO - Epoch [4][80/2640] lr: 1.000e-02, eta: 1 day, 4:58:37, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.3781, top5_acc: 0.6609, loss_cls: 2.5678, loss: 2.5678, grad_norm: 5.9004 2020-10-11 00:33:55,799 - mmaction - INFO - Epoch [4][100/2640] lr: 1.000e-02, eta: 1 day, 4:58:14, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3859, top5_acc: 0.6609, loss_cls: 2.5626, loss: 2.5626, grad_norm: 5.8177 2020-10-11 00:34:12,432 - mmaction - INFO - Epoch [4][120/2640] lr: 1.000e-02, eta: 1 day, 4:57:53, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3836, top5_acc: 0.6672, loss_cls: 2.5275, loss: 2.5275, grad_norm: 5.8412 2020-10-11 00:34:28,958 - mmaction - INFO - Epoch [4][140/2640] lr: 1.000e-02, eta: 1 day, 4:57:33, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4023, top5_acc: 0.6734, loss_cls: 2.5079, loss: 2.5079, grad_norm: 5.9733 2020-10-11 00:34:45,581 - mmaction - INFO - Epoch [4][160/2640] lr: 1.000e-02, eta: 1 day, 4:57:13, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3750, top5_acc: 0.6766, loss_cls: 2.5650, loss: 2.5650, grad_norm: 6.1884 2020-10-11 00:35:02,193 - mmaction - INFO - Epoch [4][180/2640] lr: 1.000e-02, eta: 1 day, 4:56:53, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3648, top5_acc: 0.6625, loss_cls: 2.6678, loss: 2.6678, grad_norm: 5.9132 2020-10-11 00:35:18,546 - mmaction - INFO - Epoch [4][200/2640] lr: 1.000e-02, eta: 1 day, 4:56:29, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.6015, loss: 2.6015, grad_norm: 5.8573 2020-10-11 00:35:35,123 - mmaction - INFO - Epoch [4][220/2640] lr: 1.000e-02, eta: 1 day, 4:56:09, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4016, top5_acc: 0.6750, loss_cls: 2.5444, loss: 2.5444, grad_norm: 5.9243 2020-10-11 00:35:51,522 - mmaction - INFO - Epoch [4][240/2640] lr: 1.000e-02, eta: 1 day, 4:55:45, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.7039, loss: 2.7039, grad_norm: 5.8935 2020-10-11 00:36:08,143 - mmaction - INFO - Epoch [4][260/2640] lr: 1.000e-02, eta: 1 day, 4:55:25, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.3922, top5_acc: 0.6781, loss_cls: 2.5593, loss: 2.5593, grad_norm: 6.1712 2020-10-11 00:36:24,731 - mmaction - INFO - Epoch [4][280/2640] lr: 1.000e-02, eta: 1 day, 4:55:05, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3648, top5_acc: 0.6609, loss_cls: 2.6760, loss: 2.6760, grad_norm: 6.0189 2020-10-11 00:36:41,296 - mmaction - INFO - Epoch [4][300/2640] lr: 1.000e-02, eta: 1 day, 4:54:44, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.3867, top5_acc: 0.6633, loss_cls: 2.5883, loss: 2.5883, grad_norm: 5.8653 2020-10-11 00:36:57,698 - mmaction - INFO - Epoch [4][320/2640] lr: 1.000e-02, eta: 1 day, 4:54:21, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3852, top5_acc: 0.6633, loss_cls: 2.5804, loss: 2.5804, grad_norm: 5.6610 2020-10-11 00:37:14,342 - mmaction - INFO - Epoch [4][340/2640] lr: 1.000e-02, eta: 1 day, 4:54:02, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.3930, top5_acc: 0.6555, loss_cls: 2.6443, loss: 2.6443, grad_norm: 5.9167 2020-10-11 00:37:30,867 - mmaction - INFO - Epoch [4][360/2640] lr: 1.000e-02, eta: 1 day, 4:53:41, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4086, top5_acc: 0.6891, loss_cls: 2.4824, loss: 2.4824, grad_norm: 6.2436 2020-10-11 00:37:47,471 - mmaction - INFO - Epoch [4][380/2640] lr: 1.000e-02, eta: 1 day, 4:53:20, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3781, top5_acc: 0.6648, loss_cls: 2.5877, loss: 2.5877, grad_norm: 5.9945 2020-10-11 00:38:04,012 - mmaction - INFO - Epoch [4][400/2640] lr: 1.000e-02, eta: 1 day, 4:53:00, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3781, top5_acc: 0.6531, loss_cls: 2.5704, loss: 2.5704, grad_norm: 5.9105 2020-10-11 00:38:20,648 - mmaction - INFO - Epoch [4][420/2640] lr: 1.000e-02, eta: 1 day, 4:52:40, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3844, top5_acc: 0.6781, loss_cls: 2.5400, loss: 2.5400, grad_norm: 5.9636 2020-10-11 00:38:37,368 - mmaction - INFO - Epoch [4][440/2640] lr: 1.000e-02, eta: 1 day, 4:52:21, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.3789, top5_acc: 0.6383, loss_cls: 2.6829, loss: 2.6829, grad_norm: 5.8869 2020-10-11 00:38:53,787 - mmaction - INFO - Epoch [4][460/2640] lr: 1.000e-02, eta: 1 day, 4:52:00, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.3727, top5_acc: 0.6672, loss_cls: 2.5733, loss: 2.5733, grad_norm: 5.8186 2020-10-11 00:39:10,517 - mmaction - INFO - Epoch [4][480/2640] lr: 1.000e-02, eta: 1 day, 4:51:41, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.3742, top5_acc: 0.6578, loss_cls: 2.6004, loss: 2.6004, grad_norm: 5.8462 2020-10-11 00:39:27,156 - mmaction - INFO - Epoch [4][500/2640] lr: 1.000e-02, eta: 1 day, 4:51:22, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.3969, top5_acc: 0.6617, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.9928 2020-10-11 00:39:43,595 - mmaction - INFO - Epoch [4][520/2640] lr: 1.000e-02, eta: 1 day, 4:51:00, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.3742, top5_acc: 0.6438, loss_cls: 2.6934, loss: 2.6934, grad_norm: 5.9895 2020-10-11 00:40:00,135 - mmaction - INFO - Epoch [4][540/2640] lr: 1.000e-02, eta: 1 day, 4:50:39, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3781, top5_acc: 0.6469, loss_cls: 2.6537, loss: 2.6537, grad_norm: 5.8254 2020-10-11 00:40:16,843 - mmaction - INFO - Epoch [4][560/2640] lr: 1.000e-02, eta: 1 day, 4:50:20, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.4320, top5_acc: 0.6625, loss_cls: 2.5170, loss: 2.5170, grad_norm: 5.9010 2020-10-11 00:40:33,310 - mmaction - INFO - Epoch [4][580/2640] lr: 1.000e-02, eta: 1 day, 4:49:59, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.3805, top5_acc: 0.6680, loss_cls: 2.6299, loss: 2.6299, grad_norm: 5.7875 2020-10-11 00:40:49,770 - mmaction - INFO - Epoch [4][600/2640] lr: 1.000e-02, eta: 1 day, 4:49:37, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.3766, top5_acc: 0.6789, loss_cls: 2.5630, loss: 2.5630, grad_norm: 5.8600 2020-10-11 00:41:06,349 - mmaction - INFO - Epoch [4][620/2640] lr: 1.000e-02, eta: 1 day, 4:49:17, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4000, top5_acc: 0.6852, loss_cls: 2.5440, loss: 2.5440, grad_norm: 6.2437 2020-10-11 00:41:23,095 - mmaction - INFO - Epoch [4][640/2640] lr: 1.000e-02, eta: 1 day, 4:48:59, time: 0.837, data_time: 0.002, memory: 9800, top1_acc: 0.3633, top5_acc: 0.6609, loss_cls: 2.6446, loss: 2.6446, grad_norm: 5.9155 2020-10-11 00:41:39,715 - mmaction - INFO - Epoch [4][660/2640] lr: 1.000e-02, eta: 1 day, 4:48:40, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3836, top5_acc: 0.6453, loss_cls: 2.6120, loss: 2.6120, grad_norm: 5.8740 2020-10-11 00:41:56,408 - mmaction - INFO - Epoch [4][680/2640] lr: 1.000e-02, eta: 1 day, 4:48:21, time: 0.835, data_time: 0.002, memory: 9800, top1_acc: 0.3711, top5_acc: 0.6648, loss_cls: 2.6084, loss: 2.6084, grad_norm: 6.2292 2020-10-11 00:42:12,873 - mmaction - INFO - Epoch [4][700/2640] lr: 1.000e-02, eta: 1 day, 4:47:59, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.3633, top5_acc: 0.6484, loss_cls: 2.5836, loss: 2.5836, grad_norm: 5.9547 2020-10-11 00:42:29,426 - mmaction - INFO - Epoch [4][720/2640] lr: 1.000e-02, eta: 1 day, 4:47:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3727, top5_acc: 0.6562, loss_cls: 2.6407, loss: 2.6407, grad_norm: 5.8125 2020-10-11 00:42:45,894 - mmaction - INFO - Epoch [4][740/2640] lr: 1.000e-02, eta: 1 day, 4:47:18, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.3672, top5_acc: 0.6438, loss_cls: 2.6052, loss: 2.6052, grad_norm: 6.1398 2020-10-11 00:43:02,426 - mmaction - INFO - Epoch [4][760/2640] lr: 1.000e-02, eta: 1 day, 4:46:57, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3898, top5_acc: 0.6641, loss_cls: 2.5487, loss: 2.5487, grad_norm: 5.9169 2020-10-11 00:43:18,867 - mmaction - INFO - Epoch [4][780/2640] lr: 1.000e-02, eta: 1 day, 4:46:34, time: 0.819, data_time: 0.001, memory: 9800, top1_acc: 0.3922, top5_acc: 0.6625, loss_cls: 2.5862, loss: 2.5862, grad_norm: 5.8216 2020-10-11 00:43:35,603 - mmaction - INFO - Epoch [4][800/2640] lr: 1.000e-02, eta: 1 day, 4:46:17, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.4008, top5_acc: 0.6719, loss_cls: 2.5461, loss: 2.5461, grad_norm: 5.9362 2020-10-11 00:43:52,139 - mmaction - INFO - Epoch [4][820/2640] lr: 1.000e-02, eta: 1 day, 4:45:57, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.3891, top5_acc: 0.6469, loss_cls: 2.5946, loss: 2.5946, grad_norm: 5.9484 2020-10-11 00:44:08,836 - mmaction - INFO - Epoch [4][840/2640] lr: 1.000e-02, eta: 1 day, 4:45:38, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3789, top5_acc: 0.6461, loss_cls: 2.6369, loss: 2.6369, grad_norm: 5.5947 2020-10-11 00:44:25,364 - mmaction - INFO - Epoch [4][860/2640] lr: 1.000e-02, eta: 1 day, 4:45:18, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4000, top5_acc: 0.6867, loss_cls: 2.4680, loss: 2.4680, grad_norm: 5.8479 2020-10-11 00:44:41,748 - mmaction - INFO - Epoch [4][880/2640] lr: 1.000e-02, eta: 1 day, 4:44:55, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.3930, top5_acc: 0.6625, loss_cls: 2.4988, loss: 2.4988, grad_norm: 5.9215 2020-10-11 00:44:58,145 - mmaction - INFO - Epoch [4][900/2640] lr: 1.000e-02, eta: 1 day, 4:44:33, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.3734, top5_acc: 0.6578, loss_cls: 2.6209, loss: 2.6209, grad_norm: 5.9509 2020-10-11 00:45:14,905 - mmaction - INFO - Epoch [4][920/2640] lr: 1.000e-02, eta: 1 day, 4:44:15, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.3680, top5_acc: 0.6461, loss_cls: 2.6352, loss: 2.6352, grad_norm: 5.7780 2020-10-11 00:45:31,304 - mmaction - INFO - Epoch [4][940/2640] lr: 1.000e-02, eta: 1 day, 4:43:53, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.3852, top5_acc: 0.6820, loss_cls: 2.5634, loss: 2.5634, grad_norm: 6.1342 2020-10-11 00:45:47,949 - mmaction - INFO - Epoch [4][960/2640] lr: 1.000e-02, eta: 1 day, 4:43:34, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.6715, loss: 2.6715, grad_norm: 5.7820 2020-10-11 00:46:04,520 - mmaction - INFO - Epoch [4][980/2640] lr: 1.000e-02, eta: 1 day, 4:43:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4039, top5_acc: 0.6687, loss_cls: 2.5209, loss: 2.5209, grad_norm: 5.7814 2020-10-11 00:46:21,145 - mmaction - INFO - Epoch [4][1000/2640] lr: 1.000e-02, eta: 1 day, 4:42:55, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3898, top5_acc: 0.6836, loss_cls: 2.4991, loss: 2.4991, grad_norm: 6.0780 2020-10-11 00:46:37,745 - mmaction - INFO - Epoch [4][1020/2640] lr: 1.000e-02, eta: 1 day, 4:42:35, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.3914, top5_acc: 0.6797, loss_cls: 2.5481, loss: 2.5481, grad_norm: 5.9497 2020-10-11 00:46:54,270 - mmaction - INFO - Epoch [4][1040/2640] lr: 1.000e-02, eta: 1 day, 4:42:14, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.3875, top5_acc: 0.6664, loss_cls: 2.5292, loss: 2.5292, grad_norm: 5.7175 2020-10-11 00:47:10,928 - mmaction - INFO - Epoch [4][1060/2640] lr: 1.000e-02, eta: 1 day, 4:41:55, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3953, top5_acc: 0.6680, loss_cls: 2.5458, loss: 2.5458, grad_norm: 5.9407 2020-10-11 00:47:27,443 - mmaction - INFO - Epoch [4][1080/2640] lr: 1.000e-02, eta: 1 day, 4:41:35, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4156, top5_acc: 0.6805, loss_cls: 2.4315, loss: 2.4315, grad_norm: 6.1970 2020-10-11 00:47:44,033 - mmaction - INFO - Epoch [4][1100/2640] lr: 1.000e-02, eta: 1 day, 4:41:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.5793, loss: 2.5793, grad_norm: 5.9868 2020-10-11 00:48:00,429 - mmaction - INFO - Epoch [4][1120/2640] lr: 1.000e-02, eta: 1 day, 4:40:53, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3961, top5_acc: 0.6602, loss_cls: 2.5571, loss: 2.5571, grad_norm: 5.8744 2020-10-11 00:48:17,054 - mmaction - INFO - Epoch [4][1140/2640] lr: 1.000e-02, eta: 1 day, 4:40:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3867, top5_acc: 0.6617, loss_cls: 2.5738, loss: 2.5738, grad_norm: 5.9425 2020-10-11 00:48:33,638 - mmaction - INFO - Epoch [4][1160/2640] lr: 1.000e-02, eta: 1 day, 4:40:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3914, top5_acc: 0.6766, loss_cls: 2.5159, loss: 2.5159, grad_norm: 6.0790 2020-10-11 00:48:50,183 - mmaction - INFO - Epoch [4][1180/2640] lr: 1.000e-02, eta: 1 day, 4:39:55, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6719, loss_cls: 2.5146, loss: 2.5146, grad_norm: 5.8995 2020-10-11 00:49:06,821 - mmaction - INFO - Epoch [4][1200/2640] lr: 1.000e-02, eta: 1 day, 4:39:35, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3992, top5_acc: 0.6617, loss_cls: 2.6073, loss: 2.6073, grad_norm: 5.6265 2020-10-11 00:49:23,481 - mmaction - INFO - Epoch [4][1220/2640] lr: 1.000e-02, eta: 1 day, 4:39:17, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.4047, top5_acc: 0.6867, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.9603 2020-10-11 00:49:39,950 - mmaction - INFO - Epoch [4][1240/2640] lr: 1.000e-02, eta: 1 day, 4:38:56, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6875, loss_cls: 2.4377, loss: 2.4377, grad_norm: 6.0692 2020-10-11 00:49:56,392 - mmaction - INFO - Epoch [4][1260/2640] lr: 1.000e-02, eta: 1 day, 4:38:35, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4109, top5_acc: 0.6766, loss_cls: 2.4868, loss: 2.4868, grad_norm: 5.9731 2020-10-11 00:50:12,996 - mmaction - INFO - Epoch [4][1280/2640] lr: 1.000e-02, eta: 1 day, 4:38:15, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6413, loss: 2.6413, grad_norm: 5.8415 2020-10-11 00:50:29,602 - mmaction - INFO - Epoch [4][1300/2640] lr: 1.000e-02, eta: 1 day, 4:37:56, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.6016, loss: 2.6016, grad_norm: 5.7726 2020-10-11 00:50:46,128 - mmaction - INFO - Epoch [4][1320/2640] lr: 1.000e-02, eta: 1 day, 4:37:35, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4016, top5_acc: 0.6703, loss_cls: 2.5158, loss: 2.5158, grad_norm: 5.7683 2020-10-11 00:51:02,697 - mmaction - INFO - Epoch [4][1340/2640] lr: 1.000e-02, eta: 1 day, 4:37:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3891, top5_acc: 0.6617, loss_cls: 2.5578, loss: 2.5578, grad_norm: 5.9387 2020-10-11 00:51:19,382 - mmaction - INFO - Epoch [4][1360/2640] lr: 1.000e-02, eta: 1 day, 4:36:57, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4102, top5_acc: 0.6719, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.7717 2020-10-11 00:51:35,918 - mmaction - INFO - Epoch [4][1380/2640] lr: 1.000e-02, eta: 1 day, 4:36:38, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3711, top5_acc: 0.6687, loss_cls: 2.6113, loss: 2.6113, grad_norm: 5.9840 2020-10-11 00:51:52,474 - mmaction - INFO - Epoch [4][1400/2640] lr: 1.000e-02, eta: 1 day, 4:36:18, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.5715, loss: 2.5715, grad_norm: 5.5792 2020-10-11 00:52:09,075 - mmaction - INFO - Epoch [4][1420/2640] lr: 1.000e-02, eta: 1 day, 4:35:58, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3867, top5_acc: 0.6680, loss_cls: 2.5537, loss: 2.5537, grad_norm: 6.0765 2020-10-11 00:52:25,641 - mmaction - INFO - Epoch [4][1440/2640] lr: 1.000e-02, eta: 1 day, 4:35:39, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3977, top5_acc: 0.6641, loss_cls: 2.5469, loss: 2.5469, grad_norm: 5.8632 2020-10-11 00:52:42,224 - mmaction - INFO - Epoch [4][1460/2640] lr: 1.000e-02, eta: 1 day, 4:35:19, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.5543, loss: 2.5543, grad_norm: 5.8980 2020-10-11 00:52:58,646 - mmaction - INFO - Epoch [4][1480/2640] lr: 1.000e-02, eta: 1 day, 4:34:58, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.3922, top5_acc: 0.6500, loss_cls: 2.6086, loss: 2.6086, grad_norm: 5.7104 2020-10-11 00:53:15,010 - mmaction - INFO - Epoch [4][1500/2640] lr: 1.000e-02, eta: 1 day, 4:34:36, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3859, top5_acc: 0.6695, loss_cls: 2.5616, loss: 2.5616, grad_norm: 6.1769 2020-10-11 00:53:31,651 - mmaction - INFO - Epoch [4][1520/2640] lr: 1.000e-02, eta: 1 day, 4:34:17, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3906, top5_acc: 0.6664, loss_cls: 2.5399, loss: 2.5399, grad_norm: 6.0432 2020-10-11 00:53:48,196 - mmaction - INFO - Epoch [4][1540/2640] lr: 1.000e-02, eta: 1 day, 4:33:57, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.3906, top5_acc: 0.6719, loss_cls: 2.5751, loss: 2.5751, grad_norm: 5.8555 2020-10-11 00:54:04,787 - mmaction - INFO - Epoch [4][1560/2640] lr: 1.000e-02, eta: 1 day, 4:33:37, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3953, top5_acc: 0.6555, loss_cls: 2.5853, loss: 2.5853, grad_norm: 5.6916 2020-10-11 00:54:21,364 - mmaction - INFO - Epoch [4][1580/2640] lr: 1.000e-02, eta: 1 day, 4:33:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.6433, loss: 2.6433, grad_norm: 5.7209 2020-10-11 00:54:37,969 - mmaction - INFO - Epoch [4][1600/2640] lr: 1.000e-02, eta: 1 day, 4:32:59, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3781, top5_acc: 0.6664, loss_cls: 2.5567, loss: 2.5567, grad_norm: 6.1517 2020-10-11 00:54:54,331 - mmaction - INFO - Epoch [4][1620/2640] lr: 1.000e-02, eta: 1 day, 4:32:37, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.3922, top5_acc: 0.6773, loss_cls: 2.5210, loss: 2.5210, grad_norm: 5.6590 2020-10-11 00:55:10,797 - mmaction - INFO - Epoch [4][1640/2640] lr: 1.000e-02, eta: 1 day, 4:32:16, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4023, top5_acc: 0.6672, loss_cls: 2.5006, loss: 2.5006, grad_norm: 5.9303 2020-10-11 00:55:27,296 - mmaction - INFO - Epoch [4][1660/2640] lr: 1.000e-02, eta: 1 day, 4:31:56, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.3984, top5_acc: 0.6727, loss_cls: 2.5440, loss: 2.5440, grad_norm: 5.7838 2020-10-11 00:55:43,975 - mmaction - INFO - Epoch [4][1680/2640] lr: 1.000e-02, eta: 1 day, 4:31:36, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3727, top5_acc: 0.6594, loss_cls: 2.5905, loss: 2.5905, grad_norm: 5.8417 2020-10-11 00:56:00,508 - mmaction - INFO - Epoch [4][1700/2640] lr: 1.000e-02, eta: 1 day, 4:31:18, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.3859, top5_acc: 0.6641, loss_cls: 2.5860, loss: 2.5860, grad_norm: 6.1911 2020-10-11 00:56:17,120 - mmaction - INFO - Epoch [4][1720/2640] lr: 1.000e-02, eta: 1 day, 4:30:59, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3828, top5_acc: 0.6719, loss_cls: 2.5463, loss: 2.5463, grad_norm: 5.9995 2020-10-11 00:56:33,711 - mmaction - INFO - Epoch [4][1740/2640] lr: 1.000e-02, eta: 1 day, 4:30:40, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3781, top5_acc: 0.6836, loss_cls: 2.5455, loss: 2.5455, grad_norm: 5.9520 2020-10-11 00:56:50,262 - mmaction - INFO - Epoch [4][1760/2640] lr: 1.000e-02, eta: 1 day, 4:30:20, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.3828, top5_acc: 0.6539, loss_cls: 2.6113, loss: 2.6113, grad_norm: 5.8286 2020-10-11 00:57:06,920 - mmaction - INFO - Epoch [4][1780/2640] lr: 1.000e-02, eta: 1 day, 4:30:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3914, top5_acc: 0.6547, loss_cls: 2.5799, loss: 2.5799, grad_norm: 5.9255 2020-10-11 00:57:23,443 - mmaction - INFO - Epoch [4][1800/2640] lr: 1.000e-02, eta: 1 day, 4:29:42, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6781, loss_cls: 2.4884, loss: 2.4884, grad_norm: 6.0287 2020-10-11 00:57:40,033 - mmaction - INFO - Epoch [4][1820/2640] lr: 1.000e-02, eta: 1 day, 4:29:23, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.3852, top5_acc: 0.6602, loss_cls: 2.5820, loss: 2.5820, grad_norm: 6.0432 2020-10-11 00:57:56,434 - mmaction - INFO - Epoch [4][1840/2640] lr: 1.000e-02, eta: 1 day, 4:29:01, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4047, top5_acc: 0.6891, loss_cls: 2.4830, loss: 2.4830, grad_norm: 6.2422 2020-10-11 00:58:13,089 - mmaction - INFO - Epoch [4][1860/2640] lr: 1.000e-02, eta: 1 day, 4:28:42, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.5218, loss: 2.5218, grad_norm: 6.0140 2020-10-11 00:58:29,610 - mmaction - INFO - Epoch [4][1880/2640] lr: 1.000e-02, eta: 1 day, 4:28:23, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.3695, top5_acc: 0.6438, loss_cls: 2.6693, loss: 2.6693, grad_norm: 5.7584 2020-10-11 00:58:46,269 - mmaction - INFO - Epoch [4][1900/2640] lr: 1.000e-02, eta: 1 day, 4:28:04, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4102, top5_acc: 0.6727, loss_cls: 2.4726, loss: 2.4726, grad_norm: 5.8264 2020-10-11 00:59:02,932 - mmaction - INFO - Epoch [4][1920/2640] lr: 1.000e-02, eta: 1 day, 4:27:46, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.3844, top5_acc: 0.6641, loss_cls: 2.5310, loss: 2.5310, grad_norm: 6.1114 2020-10-11 00:59:19,391 - mmaction - INFO - Epoch [4][1940/2640] lr: 1.000e-02, eta: 1 day, 4:27:25, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.3672, top5_acc: 0.6477, loss_cls: 2.6447, loss: 2.6447, grad_norm: 6.0412 2020-10-11 00:59:36,006 - mmaction - INFO - Epoch [4][1960/2640] lr: 1.000e-02, eta: 1 day, 4:27:07, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.3820, top5_acc: 0.6687, loss_cls: 2.5423, loss: 2.5423, grad_norm: 5.9558 2020-10-11 00:59:52,555 - mmaction - INFO - Epoch [4][1980/2640] lr: 1.000e-02, eta: 1 day, 4:26:47, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3742, top5_acc: 0.6617, loss_cls: 2.6100, loss: 2.6100, grad_norm: 6.0433 2020-10-11 01:00:13,157 - mmaction - INFO - Epoch [4][2000/2640] lr: 1.000e-02, eta: 1 day, 4:27:16, time: 1.023, data_time: 0.005, memory: 9800, top1_acc: 0.3937, top5_acc: 0.6703, loss_cls: 2.5888, loss: 2.5888, grad_norm: 5.6137 2020-10-11 01:00:29,605 - mmaction - INFO - Epoch [4][2020/2640] lr: 1.000e-02, eta: 1 day, 4:26:57, time: 0.830, data_time: 0.014, memory: 9800, top1_acc: 0.4039, top5_acc: 0.6648, loss_cls: 2.5115, loss: 2.5115, grad_norm: 5.8608 2020-10-11 01:00:46,227 - mmaction - INFO - Epoch [4][2040/2640] lr: 1.000e-02, eta: 1 day, 4:26:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4180, top5_acc: 0.6898, loss_cls: 2.4333, loss: 2.4333, grad_norm: 5.9693 2020-10-11 01:01:02,769 - mmaction - INFO - Epoch [4][2060/2640] lr: 1.000e-02, eta: 1 day, 4:26:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3867, top5_acc: 0.6617, loss_cls: 2.5695, loss: 2.5695, grad_norm: 6.2186 2020-10-11 01:01:19,214 - mmaction - INFO - Epoch [4][2080/2640] lr: 1.000e-02, eta: 1 day, 4:25:57, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4008, top5_acc: 0.6953, loss_cls: 2.4622, loss: 2.4622, grad_norm: 5.7513 2020-10-11 01:01:35,953 - mmaction - INFO - Epoch [4][2100/2640] lr: 1.000e-02, eta: 1 day, 4:25:40, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6062, loss: 2.6062, grad_norm: 5.8522 2020-10-11 01:01:52,571 - mmaction - INFO - Epoch [4][2120/2640] lr: 1.000e-02, eta: 1 day, 4:25:21, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.4242, top5_acc: 0.6930, loss_cls: 2.4307, loss: 2.4307, grad_norm: 5.7287 2020-10-11 01:02:09,203 - mmaction - INFO - Epoch [4][2140/2640] lr: 1.000e-02, eta: 1 day, 4:25:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.3930, top5_acc: 0.6648, loss_cls: 2.5745, loss: 2.5745, grad_norm: 5.8585 2020-10-11 01:02:25,751 - mmaction - INFO - Epoch [4][2160/2640] lr: 1.000e-02, eta: 1 day, 4:24:43, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4117, top5_acc: 0.6906, loss_cls: 2.4838, loss: 2.4838, grad_norm: 6.0713 2020-10-11 01:02:42,438 - mmaction - INFO - Epoch [4][2180/2640] lr: 1.000e-02, eta: 1 day, 4:24:25, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.3937, top5_acc: 0.6805, loss_cls: 2.5336, loss: 2.5336, grad_norm: 5.9036 2020-10-11 01:02:59,107 - mmaction - INFO - Epoch [4][2200/2640] lr: 1.000e-02, eta: 1 day, 4:24:07, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.3953, top5_acc: 0.6680, loss_cls: 2.5332, loss: 2.5332, grad_norm: 5.9038 2020-10-11 01:03:15,576 - mmaction - INFO - Epoch [4][2220/2640] lr: 1.000e-02, eta: 1 day, 4:23:46, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.3883, top5_acc: 0.6445, loss_cls: 2.5998, loss: 2.5998, grad_norm: 5.7979 2020-10-11 01:03:32,147 - mmaction - INFO - Epoch [4][2240/2640] lr: 1.000e-02, eta: 1 day, 4:23:27, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4227, top5_acc: 0.6859, loss_cls: 2.4746, loss: 2.4746, grad_norm: 5.8119 2020-10-11 01:03:48,699 - mmaction - INFO - Epoch [4][2260/2640] lr: 1.000e-02, eta: 1 day, 4:23:08, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.3898, top5_acc: 0.6820, loss_cls: 2.5605, loss: 2.5605, grad_norm: 5.7240 2020-10-11 01:04:05,302 - mmaction - INFO - Epoch [4][2280/2640] lr: 1.000e-02, eta: 1 day, 4:22:49, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.3883, top5_acc: 0.6734, loss_cls: 2.5225, loss: 2.5225, grad_norm: 6.0160 2020-10-11 01:04:21,888 - mmaction - INFO - Epoch [4][2300/2640] lr: 1.000e-02, eta: 1 day, 4:22:30, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3977, top5_acc: 0.6586, loss_cls: 2.5809, loss: 2.5809, grad_norm: 5.7706 2020-10-11 01:04:38,494 - mmaction - INFO - Epoch [4][2320/2640] lr: 1.000e-02, eta: 1 day, 4:22:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6906, loss_cls: 2.4762, loss: 2.4762, grad_norm: 6.0011 2020-10-11 01:04:55,031 - mmaction - INFO - Epoch [4][2340/2640] lr: 1.000e-02, eta: 1 day, 4:21:52, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4078, top5_acc: 0.6797, loss_cls: 2.4712, loss: 2.4712, grad_norm: 5.8465 2020-10-11 01:05:11,641 - mmaction - INFO - Epoch [4][2360/2640] lr: 1.000e-02, eta: 1 day, 4:21:33, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3891, top5_acc: 0.6734, loss_cls: 2.5066, loss: 2.5066, grad_norm: 6.2235 2020-10-11 01:05:28,218 - mmaction - INFO - Epoch [4][2380/2640] lr: 1.000e-02, eta: 1 day, 4:21:14, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3828, top5_acc: 0.6773, loss_cls: 2.6038, loss: 2.6038, grad_norm: 6.0556 2020-10-11 01:05:44,807 - mmaction - INFO - Epoch [4][2400/2640] lr: 1.000e-02, eta: 1 day, 4:20:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3758, top5_acc: 0.6648, loss_cls: 2.5582, loss: 2.5582, grad_norm: 5.9571 2020-10-11 01:06:01,312 - mmaction - INFO - Epoch [4][2420/2640] lr: 1.000e-02, eta: 1 day, 4:20:35, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.3828, top5_acc: 0.6695, loss_cls: 2.5133, loss: 2.5133, grad_norm: 6.0733 2020-10-11 01:06:18,055 - mmaction - INFO - Epoch [4][2440/2640] lr: 1.000e-02, eta: 1 day, 4:20:17, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.3953, top5_acc: 0.6594, loss_cls: 2.5701, loss: 2.5701, grad_norm: 5.6779 2020-10-11 01:06:34,604 - mmaction - INFO - Epoch [4][2460/2640] lr: 1.000e-02, eta: 1 day, 4:19:58, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.3961, top5_acc: 0.6797, loss_cls: 2.4971, loss: 2.4971, grad_norm: 5.7656 2020-10-11 01:06:50,957 - mmaction - INFO - Epoch [4][2480/2640] lr: 1.000e-02, eta: 1 day, 4:19:37, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.4859, loss: 2.4859, grad_norm: 5.7939 2020-10-11 01:07:07,598 - mmaction - INFO - Epoch [4][2500/2640] lr: 1.000e-02, eta: 1 day, 4:19:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.5151, loss: 2.5151, grad_norm: 5.6357 2020-10-11 01:07:24,120 - mmaction - INFO - Epoch [4][2520/2640] lr: 1.000e-02, eta: 1 day, 4:18:59, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.5508, loss: 2.5508, grad_norm: 6.0320 2020-10-11 01:07:40,533 - mmaction - INFO - Epoch [4][2540/2640] lr: 1.000e-02, eta: 1 day, 4:18:38, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4055, top5_acc: 0.6891, loss_cls: 2.4419, loss: 2.4419, grad_norm: 5.8579 2020-10-11 01:07:56,914 - mmaction - INFO - Epoch [4][2560/2640] lr: 1.000e-02, eta: 1 day, 4:18:16, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.3977, top5_acc: 0.6859, loss_cls: 2.5163, loss: 2.5163, grad_norm: 6.2533 2020-10-11 01:08:13,515 - mmaction - INFO - Epoch [4][2580/2640] lr: 1.000e-02, eta: 1 day, 4:17:57, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6123, loss: 2.6123, grad_norm: 5.8875 2020-10-11 01:08:30,106 - mmaction - INFO - Epoch [4][2600/2640] lr: 1.000e-02, eta: 1 day, 4:17:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4117, top5_acc: 0.6867, loss_cls: 2.4544, loss: 2.4544, grad_norm: 5.6449 2020-10-11 01:08:46,786 - mmaction - INFO - Epoch [4][2620/2640] lr: 1.000e-02, eta: 1 day, 4:17:20, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.3891, top5_acc: 0.6672, loss_cls: 2.5681, loss: 2.5681, grad_norm: 5.8138 2020-10-11 01:09:02,874 - mmaction - INFO - Epoch [4][2640/2640] lr: 1.000e-02, eta: 1 day, 4:16:56, time: 0.807, data_time: 0.007, memory: 9800, top1_acc: 0.4194, top5_acc: 0.7000, loss_cls: 2.4493, loss: 2.4493, grad_norm: 6.2059 2020-10-11 01:09:03,325 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-10-11 01:09:36,032 - mmaction - INFO - Epoch [5][20/2640] lr: 1.000e-02, eta: 1 day, 4:19:29, time: 1.578, data_time: 0.742, memory: 9800, top1_acc: 0.4234, top5_acc: 0.6844, loss_cls: 2.4344, loss: 2.4344, grad_norm: 5.7377 2020-10-11 01:09:52,418 - mmaction - INFO - Epoch [5][40/2640] lr: 1.000e-02, eta: 1 day, 4:19:08, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4078, top5_acc: 0.6773, loss_cls: 2.4925, loss: 2.4925, grad_norm: 6.4121 2020-10-11 01:10:08,858 - mmaction - INFO - Epoch [5][60/2640] lr: 1.000e-02, eta: 1 day, 4:18:46, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.3977, top5_acc: 0.6578, loss_cls: 2.5444, loss: 2.5444, grad_norm: 5.9669 2020-10-11 01:10:25,396 - mmaction - INFO - Epoch [5][80/2640] lr: 1.000e-02, eta: 1 day, 4:18:27, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7016, loss_cls: 2.4012, loss: 2.4012, grad_norm: 5.9428 2020-10-11 01:10:41,974 - mmaction - INFO - Epoch [5][100/2640] lr: 1.000e-02, eta: 1 day, 4:18:08, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6922, loss_cls: 2.3991, loss: 2.3991, grad_norm: 6.3315 2020-10-11 01:10:58,377 - mmaction - INFO - Epoch [5][120/2640] lr: 1.000e-02, eta: 1 day, 4:17:47, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.3906, top5_acc: 0.6859, loss_cls: 2.4588, loss: 2.4588, grad_norm: 6.1161 2020-10-11 01:11:15,002 - mmaction - INFO - Epoch [5][140/2640] lr: 1.000e-02, eta: 1 day, 4:17:28, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6953, loss_cls: 2.3961, loss: 2.3961, grad_norm: 6.1479 2020-10-11 01:11:31,527 - mmaction - INFO - Epoch [5][160/2640] lr: 1.000e-02, eta: 1 day, 4:17:08, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7047, loss_cls: 2.3838, loss: 2.3838, grad_norm: 6.0013 2020-10-11 01:11:48,054 - mmaction - INFO - Epoch [5][180/2640] lr: 1.000e-02, eta: 1 day, 4:16:48, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.3812, top5_acc: 0.6656, loss_cls: 2.6012, loss: 2.6012, grad_norm: 6.0614 2020-10-11 01:12:04,597 - mmaction - INFO - Epoch [5][200/2640] lr: 1.000e-02, eta: 1 day, 4:16:29, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4008, top5_acc: 0.6867, loss_cls: 2.4739, loss: 2.4739, grad_norm: 5.8990 2020-10-11 01:12:21,131 - mmaction - INFO - Epoch [5][220/2640] lr: 1.000e-02, eta: 1 day, 4:16:09, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.3984, top5_acc: 0.6750, loss_cls: 2.5708, loss: 2.5708, grad_norm: 6.1106 2020-10-11 01:12:37,901 - mmaction - INFO - Epoch [5][240/2640] lr: 1.000e-02, eta: 1 day, 4:15:52, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.4156, top5_acc: 0.6805, loss_cls: 2.5223, loss: 2.5223, grad_norm: 5.8077 2020-10-11 01:12:54,295 - mmaction - INFO - Epoch [5][260/2640] lr: 1.000e-02, eta: 1 day, 4:15:31, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.4644, loss: 2.4644, grad_norm: 5.7903 2020-10-11 01:13:10,927 - mmaction - INFO - Epoch [5][280/2640] lr: 1.000e-02, eta: 1 day, 4:15:12, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6578, loss_cls: 2.5272, loss: 2.5272, grad_norm: 5.9931 2020-10-11 01:13:27,469 - mmaction - INFO - Epoch [5][300/2640] lr: 1.000e-02, eta: 1 day, 4:14:53, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4055, top5_acc: 0.7055, loss_cls: 2.4259, loss: 2.4259, grad_norm: 5.7358 2020-10-11 01:13:44,075 - mmaction - INFO - Epoch [5][320/2640] lr: 1.000e-02, eta: 1 day, 4:14:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4289, top5_acc: 0.6969, loss_cls: 2.3646, loss: 2.3646, grad_norm: 6.1233 2020-10-11 01:14:00,455 - mmaction - INFO - Epoch [5][340/2640] lr: 1.000e-02, eta: 1 day, 4:14:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4000, top5_acc: 0.6797, loss_cls: 2.5233, loss: 2.5233, grad_norm: 5.8179 2020-10-11 01:14:17,082 - mmaction - INFO - Epoch [5][360/2640] lr: 1.000e-02, eta: 1 day, 4:13:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6867, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.9165 2020-10-11 01:14:33,687 - mmaction - INFO - Epoch [5][380/2640] lr: 1.000e-02, eta: 1 day, 4:13:35, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4031, top5_acc: 0.6734, loss_cls: 2.4351, loss: 2.4351, grad_norm: 6.0136 2020-10-11 01:14:50,213 - mmaction - INFO - Epoch [5][400/2640] lr: 1.000e-02, eta: 1 day, 4:13:15, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4273, top5_acc: 0.7078, loss_cls: 2.3388, loss: 2.3388, grad_norm: 5.9800 2020-10-11 01:15:06,817 - mmaction - INFO - Epoch [5][420/2640] lr: 1.000e-02, eta: 1 day, 4:12:57, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4000, top5_acc: 0.6695, loss_cls: 2.5041, loss: 2.5041, grad_norm: 5.7669 2020-10-11 01:15:23,169 - mmaction - INFO - Epoch [5][440/2640] lr: 1.000e-02, eta: 1 day, 4:12:35, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4039, top5_acc: 0.6906, loss_cls: 2.4513, loss: 2.4513, grad_norm: 6.1263 2020-10-11 01:15:39,777 - mmaction - INFO - Epoch [5][460/2640] lr: 1.000e-02, eta: 1 day, 4:12:16, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4055, top5_acc: 0.6820, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.7295 2020-10-11 01:15:56,178 - mmaction - INFO - Epoch [5][480/2640] lr: 1.000e-02, eta: 1 day, 4:11:55, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4047, top5_acc: 0.6805, loss_cls: 2.4634, loss: 2.4634, grad_norm: 5.9907 2020-10-11 01:16:12,788 - mmaction - INFO - Epoch [5][500/2640] lr: 1.000e-02, eta: 1 day, 4:11:36, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4008, top5_acc: 0.6859, loss_cls: 2.4318, loss: 2.4318, grad_norm: 6.1171 2020-10-11 01:16:29,332 - mmaction - INFO - Epoch [5][520/2640] lr: 1.000e-02, eta: 1 day, 4:11:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4320, top5_acc: 0.6891, loss_cls: 2.4250, loss: 2.4250, grad_norm: 5.7865 2020-10-11 01:16:45,774 - mmaction - INFO - Epoch [5][540/2640] lr: 1.000e-02, eta: 1 day, 4:10:56, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4266, top5_acc: 0.6969, loss_cls: 2.4165, loss: 2.4165, grad_norm: 6.0286 2020-10-11 01:17:02,308 - mmaction - INFO - Epoch [5][560/2640] lr: 1.000e-02, eta: 1 day, 4:10:37, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.4558, loss: 2.4558, grad_norm: 5.8992 2020-10-11 01:17:18,921 - mmaction - INFO - Epoch [5][580/2640] lr: 1.000e-02, eta: 1 day, 4:10:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6789, loss_cls: 2.4140, loss: 2.4140, grad_norm: 6.0577 2020-10-11 01:17:35,525 - mmaction - INFO - Epoch [5][600/2640] lr: 1.000e-02, eta: 1 day, 4:10:00, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4016, top5_acc: 0.6797, loss_cls: 2.4814, loss: 2.4814, grad_norm: 6.1779 2020-10-11 01:17:51,881 - mmaction - INFO - Epoch [5][620/2640] lr: 1.000e-02, eta: 1 day, 4:09:38, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4148, top5_acc: 0.6820, loss_cls: 2.4590, loss: 2.4590, grad_norm: 6.1166 2020-10-11 01:18:08,464 - mmaction - INFO - Epoch [5][640/2640] lr: 1.000e-02, eta: 1 day, 4:09:19, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4070, top5_acc: 0.6750, loss_cls: 2.4807, loss: 2.4807, grad_norm: 5.8646 2020-10-11 01:18:25,088 - mmaction - INFO - Epoch [5][660/2640] lr: 1.000e-02, eta: 1 day, 4:09:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4031, top5_acc: 0.6742, loss_cls: 2.4694, loss: 2.4694, grad_norm: 6.0246 2020-10-11 01:18:41,673 - mmaction - INFO - Epoch [5][680/2640] lr: 1.000e-02, eta: 1 day, 4:08:42, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.3984, top5_acc: 0.6664, loss_cls: 2.5219, loss: 2.5219, grad_norm: 5.9795 2020-10-11 01:18:58,051 - mmaction - INFO - Epoch [5][700/2640] lr: 1.000e-02, eta: 1 day, 4:08:21, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4203, top5_acc: 0.6969, loss_cls: 2.4059, loss: 2.4059, grad_norm: 6.0335 2020-10-11 01:19:14,688 - mmaction - INFO - Epoch [5][720/2640] lr: 1.000e-02, eta: 1 day, 4:08:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4297, top5_acc: 0.7039, loss_cls: 2.3994, loss: 2.3994, grad_norm: 6.0959 2020-10-11 01:19:31,233 - mmaction - INFO - Epoch [5][740/2640] lr: 1.000e-02, eta: 1 day, 4:07:43, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4117, top5_acc: 0.6859, loss_cls: 2.4714, loss: 2.4714, grad_norm: 6.0066 2020-10-11 01:19:47,917 - mmaction - INFO - Epoch [5][760/2640] lr: 1.000e-02, eta: 1 day, 4:07:25, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6945, loss_cls: 2.4584, loss: 2.4584, grad_norm: 5.9473 2020-10-11 01:20:04,533 - mmaction - INFO - Epoch [5][780/2640] lr: 1.000e-02, eta: 1 day, 4:07:06, time: 0.831, data_time: 0.008, memory: 9800, top1_acc: 0.4156, top5_acc: 0.6859, loss_cls: 2.4760, loss: 2.4760, grad_norm: 5.8944 2020-10-11 01:20:20,981 - mmaction - INFO - Epoch [5][800/2640] lr: 1.000e-02, eta: 1 day, 4:06:47, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.4195, top5_acc: 0.6742, loss_cls: 2.4813, loss: 2.4813, grad_norm: 5.8349 2020-10-11 01:20:37,792 - mmaction - INFO - Epoch [5][820/2640] lr: 1.000e-02, eta: 1 day, 4:06:30, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.4141, top5_acc: 0.6828, loss_cls: 2.4609, loss: 2.4609, grad_norm: 6.1629 2020-10-11 01:20:54,162 - mmaction - INFO - Epoch [5][840/2640] lr: 1.000e-02, eta: 1 day, 4:06:09, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4133, top5_acc: 0.6984, loss_cls: 2.4373, loss: 2.4373, grad_norm: 5.9918 2020-10-11 01:21:10,588 - mmaction - INFO - Epoch [5][860/2640] lr: 1.000e-02, eta: 1 day, 4:05:49, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4336, top5_acc: 0.7180, loss_cls: 2.3151, loss: 2.3151, grad_norm: 6.0122 2020-10-11 01:21:27,231 - mmaction - INFO - Epoch [5][880/2640] lr: 1.000e-02, eta: 1 day, 4:05:31, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.4258, top5_acc: 0.6836, loss_cls: 2.4536, loss: 2.4536, grad_norm: 5.8979 2020-10-11 01:21:43,747 - mmaction - INFO - Epoch [5][900/2640] lr: 1.000e-02, eta: 1 day, 4:05:11, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.4125, top5_acc: 0.6859, loss_cls: 2.4347, loss: 2.4347, grad_norm: 5.8503 2020-10-11 01:22:00,372 - mmaction - INFO - Epoch [5][920/2640] lr: 1.000e-02, eta: 1 day, 4:04:52, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4070, top5_acc: 0.6961, loss_cls: 2.3914, loss: 2.3914, grad_norm: 6.2540 2020-10-11 01:22:16,928 - mmaction - INFO - Epoch [5][940/2640] lr: 1.000e-02, eta: 1 day, 4:04:34, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.3945, top5_acc: 0.6727, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.9206 2020-10-11 01:22:33,312 - mmaction - INFO - Epoch [5][960/2640] lr: 1.000e-02, eta: 1 day, 4:04:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4102, top5_acc: 0.6891, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.7737 2020-10-11 01:22:50,087 - mmaction - INFO - Epoch [5][980/2640] lr: 1.000e-02, eta: 1 day, 4:03:56, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.3797, top5_acc: 0.6625, loss_cls: 2.5999, loss: 2.5999, grad_norm: 5.7400 2020-10-11 01:23:06,491 - mmaction - INFO - Epoch [5][1000/2640] lr: 1.000e-02, eta: 1 day, 4:03:35, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4102, top5_acc: 0.6844, loss_cls: 2.4253, loss: 2.4253, grad_norm: 5.9027 2020-10-11 01:23:23,128 - mmaction - INFO - Epoch [5][1020/2640] lr: 1.000e-02, eta: 1 day, 4:03:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4234, top5_acc: 0.7008, loss_cls: 2.4077, loss: 2.4077, grad_norm: 6.0024 2020-10-11 01:23:39,671 - mmaction - INFO - Epoch [5][1040/2640] lr: 1.000e-02, eta: 1 day, 4:02:58, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4242, top5_acc: 0.6922, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.7712 2020-10-11 01:23:56,037 - mmaction - INFO - Epoch [5][1060/2640] lr: 1.000e-02, eta: 1 day, 4:02:37, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4016, top5_acc: 0.6820, loss_cls: 2.4715, loss: 2.4715, grad_norm: 6.0343 2020-10-11 01:24:12,635 - mmaction - INFO - Epoch [5][1080/2640] lr: 1.000e-02, eta: 1 day, 4:02:18, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4133, top5_acc: 0.6961, loss_cls: 2.3924, loss: 2.3924, grad_norm: 5.8289 2020-10-11 01:24:28,997 - mmaction - INFO - Epoch [5][1100/2640] lr: 1.000e-02, eta: 1 day, 4:01:57, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.3820, top5_acc: 0.6859, loss_cls: 2.4885, loss: 2.4885, grad_norm: 5.9582 2020-10-11 01:24:45,641 - mmaction - INFO - Epoch [5][1120/2640] lr: 1.000e-02, eta: 1 day, 4:01:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6859, loss_cls: 2.4366, loss: 2.4366, grad_norm: 5.5019 2020-10-11 01:25:02,250 - mmaction - INFO - Epoch [5][1140/2640] lr: 1.000e-02, eta: 1 day, 4:01:20, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4273, top5_acc: 0.6828, loss_cls: 2.3985, loss: 2.3985, grad_norm: 5.9417 2020-10-11 01:25:18,838 - mmaction - INFO - Epoch [5][1160/2640] lr: 1.000e-02, eta: 1 day, 4:01:02, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7000, loss_cls: 2.3977, loss: 2.3977, grad_norm: 5.7922 2020-10-11 01:25:35,382 - mmaction - INFO - Epoch [5][1180/2640] lr: 1.000e-02, eta: 1 day, 4:00:43, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3961, top5_acc: 0.6758, loss_cls: 2.4876, loss: 2.4876, grad_norm: 6.0007 2020-10-11 01:25:51,750 - mmaction - INFO - Epoch [5][1200/2640] lr: 1.000e-02, eta: 1 day, 4:00:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4086, top5_acc: 0.6789, loss_cls: 2.4578, loss: 2.4578, grad_norm: 6.0927 2020-10-11 01:26:08,398 - mmaction - INFO - Epoch [5][1220/2640] lr: 1.000e-02, eta: 1 day, 4:00:04, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.3820, top5_acc: 0.6594, loss_cls: 2.5593, loss: 2.5593, grad_norm: 5.7736 2020-10-11 01:26:24,926 - mmaction - INFO - Epoch [5][1240/2640] lr: 1.000e-02, eta: 1 day, 3:59:45, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6742, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.9442 2020-10-11 01:26:41,311 - mmaction - INFO - Epoch [5][1260/2640] lr: 1.000e-02, eta: 1 day, 3:59:24, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6953, loss_cls: 2.4182, loss: 2.4182, grad_norm: 5.9623 2020-10-11 01:26:57,748 - mmaction - INFO - Epoch [5][1280/2640] lr: 1.000e-02, eta: 1 day, 3:59:04, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6883, loss_cls: 2.4690, loss: 2.4690, grad_norm: 5.5786 2020-10-11 01:27:14,346 - mmaction - INFO - Epoch [5][1300/2640] lr: 1.000e-02, eta: 1 day, 3:58:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4242, top5_acc: 0.7102, loss_cls: 2.3810, loss: 2.3810, grad_norm: 6.0175 2020-10-11 01:27:30,893 - mmaction - INFO - Epoch [5][1320/2640] lr: 1.000e-02, eta: 1 day, 3:58:27, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.3937, top5_acc: 0.6766, loss_cls: 2.4588, loss: 2.4588, grad_norm: 6.0554 2020-10-11 01:27:47,489 - mmaction - INFO - Epoch [5][1340/2640] lr: 1.000e-02, eta: 1 day, 3:58:08, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7094, loss_cls: 2.3411, loss: 2.3411, grad_norm: 6.0406 2020-10-11 01:28:04,084 - mmaction - INFO - Epoch [5][1360/2640] lr: 1.000e-02, eta: 1 day, 3:57:50, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4148, top5_acc: 0.6828, loss_cls: 2.4433, loss: 2.4433, grad_norm: 6.0001 2020-10-11 01:28:20,692 - mmaction - INFO - Epoch [5][1380/2640] lr: 1.000e-02, eta: 1 day, 3:57:31, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7156, loss_cls: 2.2861, loss: 2.2861, grad_norm: 5.6476 2020-10-11 01:28:37,248 - mmaction - INFO - Epoch [5][1400/2640] lr: 1.000e-02, eta: 1 day, 3:57:12, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.4314, loss: 2.4314, grad_norm: 6.1480 2020-10-11 01:28:53,610 - mmaction - INFO - Epoch [5][1420/2640] lr: 1.000e-02, eta: 1 day, 3:56:51, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4258, top5_acc: 0.6875, loss_cls: 2.4136, loss: 2.4136, grad_norm: 5.9810 2020-10-11 01:29:10,034 - mmaction - INFO - Epoch [5][1440/2640] lr: 1.000e-02, eta: 1 day, 3:56:31, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.3906, top5_acc: 0.6781, loss_cls: 2.4880, loss: 2.4880, grad_norm: 6.1281 2020-10-11 01:29:26,582 - mmaction - INFO - Epoch [5][1460/2640] lr: 1.000e-02, eta: 1 day, 3:56:12, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6828, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.8446 2020-10-11 01:29:43,169 - mmaction - INFO - Epoch [5][1480/2640] lr: 1.000e-02, eta: 1 day, 3:55:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.3927, loss: 2.3927, grad_norm: 6.1844 2020-10-11 01:29:59,590 - mmaction - INFO - Epoch [5][1500/2640] lr: 1.000e-02, eta: 1 day, 3:55:34, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4016, top5_acc: 0.6711, loss_cls: 2.4982, loss: 2.4982, grad_norm: 6.0730 2020-10-11 01:30:16,179 - mmaction - INFO - Epoch [5][1520/2640] lr: 1.000e-02, eta: 1 day, 3:55:15, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.3945, top5_acc: 0.6937, loss_cls: 2.4664, loss: 2.4664, grad_norm: 5.9400 2020-10-11 01:30:32,589 - mmaction - INFO - Epoch [5][1540/2640] lr: 1.000e-02, eta: 1 day, 3:54:55, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6750, loss_cls: 2.4531, loss: 2.4531, grad_norm: 6.1784 2020-10-11 01:30:49,205 - mmaction - INFO - Epoch [5][1560/2640] lr: 1.000e-02, eta: 1 day, 3:54:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.4522, loss: 2.4522, grad_norm: 6.0053 2020-10-11 01:31:05,752 - mmaction - INFO - Epoch [5][1580/2640] lr: 1.000e-02, eta: 1 day, 3:54:18, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6945, loss_cls: 2.4056, loss: 2.4056, grad_norm: 5.9045 2020-10-11 01:31:22,125 - mmaction - INFO - Epoch [5][1600/2640] lr: 1.000e-02, eta: 1 day, 3:53:57, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.3953, top5_acc: 0.6930, loss_cls: 2.4837, loss: 2.4837, grad_norm: 5.8862 2020-10-11 01:31:38,871 - mmaction - INFO - Epoch [5][1620/2640] lr: 1.000e-02, eta: 1 day, 3:53:40, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.3871, loss: 2.3871, grad_norm: 5.7905 2020-10-11 01:31:55,303 - mmaction - INFO - Epoch [5][1640/2640] lr: 1.000e-02, eta: 1 day, 3:53:20, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4039, top5_acc: 0.6766, loss_cls: 2.4826, loss: 2.4826, grad_norm: 6.0545 2020-10-11 01:32:11,915 - mmaction - INFO - Epoch [5][1660/2640] lr: 1.000e-02, eta: 1 day, 3:53:01, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4062, top5_acc: 0.6805, loss_cls: 2.4938, loss: 2.4938, grad_norm: 5.9744 2020-10-11 01:32:28,466 - mmaction - INFO - Epoch [5][1680/2640] lr: 1.000e-02, eta: 1 day, 3:52:43, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.4693, loss: 2.4693, grad_norm: 6.0844 2020-10-11 01:32:45,085 - mmaction - INFO - Epoch [5][1700/2640] lr: 1.000e-02, eta: 1 day, 3:52:25, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.3984, top5_acc: 0.6773, loss_cls: 2.4779, loss: 2.4779, grad_norm: 6.0412 2020-10-11 01:33:01,431 - mmaction - INFO - Epoch [5][1720/2640] lr: 1.000e-02, eta: 1 day, 3:52:04, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4313, top5_acc: 0.7008, loss_cls: 2.4293, loss: 2.4293, grad_norm: 5.7997 2020-10-11 01:33:18,043 - mmaction - INFO - Epoch [5][1740/2640] lr: 1.000e-02, eta: 1 day, 3:51:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6891, loss_cls: 2.4357, loss: 2.4357, grad_norm: 5.7603 2020-10-11 01:33:34,674 - mmaction - INFO - Epoch [5][1760/2640] lr: 1.000e-02, eta: 1 day, 3:51:28, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6859, loss_cls: 2.4313, loss: 2.4313, grad_norm: 5.7632 2020-10-11 01:33:51,209 - mmaction - INFO - Epoch [5][1780/2640] lr: 1.000e-02, eta: 1 day, 3:51:09, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4273, top5_acc: 0.7016, loss_cls: 2.3874, loss: 2.3874, grad_norm: 5.9255 2020-10-11 01:34:07,821 - mmaction - INFO - Epoch [5][1800/2640] lr: 1.000e-02, eta: 1 day, 3:50:51, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.4118, loss: 2.4118, grad_norm: 6.1010 2020-10-11 01:34:24,168 - mmaction - INFO - Epoch [5][1820/2640] lr: 1.000e-02, eta: 1 day, 3:50:30, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4352, top5_acc: 0.6953, loss_cls: 2.3712, loss: 2.3712, grad_norm: 5.9619 2020-10-11 01:34:40,773 - mmaction - INFO - Epoch [5][1840/2640] lr: 1.000e-02, eta: 1 day, 3:50:12, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4070, top5_acc: 0.6859, loss_cls: 2.4833, loss: 2.4833, grad_norm: 6.0160 2020-10-11 01:34:57,148 - mmaction - INFO - Epoch [5][1860/2640] lr: 1.000e-02, eta: 1 day, 3:49:51, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4000, top5_acc: 0.6719, loss_cls: 2.4717, loss: 2.4717, grad_norm: 5.7884 2020-10-11 01:35:13,768 - mmaction - INFO - Epoch [5][1880/2640] lr: 1.000e-02, eta: 1 day, 3:49:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6828, loss_cls: 2.4254, loss: 2.4254, grad_norm: 6.0318 2020-10-11 01:35:30,326 - mmaction - INFO - Epoch [5][1900/2640] lr: 1.000e-02, eta: 1 day, 3:49:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7211, loss_cls: 2.3500, loss: 2.3500, grad_norm: 6.2049 2020-10-11 01:35:46,988 - mmaction - INFO - Epoch [5][1920/2640] lr: 1.000e-02, eta: 1 day, 3:48:56, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4133, top5_acc: 0.6914, loss_cls: 2.4550, loss: 2.4550, grad_norm: 5.7970 2020-10-11 01:36:03,525 - mmaction - INFO - Epoch [5][1940/2640] lr: 1.000e-02, eta: 1 day, 3:48:38, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.5207, loss: 2.5207, grad_norm: 5.8133 2020-10-11 01:36:20,118 - mmaction - INFO - Epoch [5][1960/2640] lr: 1.000e-02, eta: 1 day, 3:48:19, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.4583, loss: 2.4583, grad_norm: 5.9552 2020-10-11 01:36:36,688 - mmaction - INFO - Epoch [5][1980/2640] lr: 1.000e-02, eta: 1 day, 3:48:01, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4219, top5_acc: 0.7078, loss_cls: 2.3989, loss: 2.3989, grad_norm: 6.1089 2020-10-11 01:36:53,064 - mmaction - INFO - Epoch [5][2000/2640] lr: 1.000e-02, eta: 1 day, 3:47:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6859, loss_cls: 2.4155, loss: 2.4155, grad_norm: 5.7079 2020-10-11 01:37:09,709 - mmaction - INFO - Epoch [5][2020/2640] lr: 1.000e-02, eta: 1 day, 3:47:23, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6945, loss_cls: 2.4061, loss: 2.4061, grad_norm: 6.0159 2020-10-11 01:37:26,249 - mmaction - INFO - Epoch [5][2040/2640] lr: 1.000e-02, eta: 1 day, 3:47:04, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.4786, loss: 2.4786, grad_norm: 6.0510 2020-10-11 01:37:42,860 - mmaction - INFO - Epoch [5][2060/2640] lr: 1.000e-02, eta: 1 day, 3:46:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4461, top5_acc: 0.6914, loss_cls: 2.3793, loss: 2.3793, grad_norm: 6.2375 2020-10-11 01:37:59,263 - mmaction - INFO - Epoch [5][2080/2640] lr: 1.000e-02, eta: 1 day, 3:46:26, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4156, top5_acc: 0.7086, loss_cls: 2.4116, loss: 2.4116, grad_norm: 6.2179 2020-10-11 01:38:15,844 - mmaction - INFO - Epoch [5][2100/2640] lr: 1.000e-02, eta: 1 day, 3:46:07, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4305, top5_acc: 0.7023, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.9207 2020-10-11 01:38:32,187 - mmaction - INFO - Epoch [5][2120/2640] lr: 1.000e-02, eta: 1 day, 3:45:47, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4117, top5_acc: 0.6680, loss_cls: 2.4391, loss: 2.4391, grad_norm: 5.8394 2020-10-11 01:38:48,820 - mmaction - INFO - Epoch [5][2140/2640] lr: 1.000e-02, eta: 1 day, 3:45:29, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4156, top5_acc: 0.6867, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.8629 2020-10-11 01:39:05,374 - mmaction - INFO - Epoch [5][2160/2640] lr: 1.000e-02, eta: 1 day, 3:45:11, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6961, loss_cls: 2.4127, loss: 2.4127, grad_norm: 5.9655 2020-10-11 01:39:22,017 - mmaction - INFO - Epoch [5][2180/2640] lr: 1.000e-02, eta: 1 day, 3:44:53, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4141, top5_acc: 0.6898, loss_cls: 2.4460, loss: 2.4460, grad_norm: 5.8885 2020-10-11 01:39:38,598 - mmaction - INFO - Epoch [5][2200/2640] lr: 1.000e-02, eta: 1 day, 3:44:35, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4242, top5_acc: 0.6898, loss_cls: 2.4280, loss: 2.4280, grad_norm: 5.9431 2020-10-11 01:39:54,940 - mmaction - INFO - Epoch [5][2220/2640] lr: 1.000e-02, eta: 1 day, 3:44:14, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4062, top5_acc: 0.6984, loss_cls: 2.4249, loss: 2.4249, grad_norm: 5.9649 2020-10-11 01:40:11,795 - mmaction - INFO - Epoch [5][2240/2640] lr: 1.000e-02, eta: 1 day, 3:43:58, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.4055, top5_acc: 0.6805, loss_cls: 2.4680, loss: 2.4680, grad_norm: 5.9714 2020-10-11 01:40:28,310 - mmaction - INFO - Epoch [5][2260/2640] lr: 1.000e-02, eta: 1 day, 3:43:39, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4250, top5_acc: 0.6875, loss_cls: 2.3873, loss: 2.3873, grad_norm: 5.8510 2020-10-11 01:40:44,705 - mmaction - INFO - Epoch [5][2280/2640] lr: 1.000e-02, eta: 1 day, 3:43:19, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.3625, loss: 2.3625, grad_norm: 6.1211 2020-10-11 01:41:01,108 - mmaction - INFO - Epoch [5][2300/2640] lr: 1.000e-02, eta: 1 day, 3:42:59, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6758, loss_cls: 2.4652, loss: 2.4652, grad_norm: 5.6666 2020-10-11 01:41:17,675 - mmaction - INFO - Epoch [5][2320/2640] lr: 1.000e-02, eta: 1 day, 3:42:40, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4102, top5_acc: 0.6977, loss_cls: 2.4412, loss: 2.4412, grad_norm: 6.0815 2020-10-11 01:41:34,078 - mmaction - INFO - Epoch [5][2340/2640] lr: 1.000e-02, eta: 1 day, 3:42:21, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.4630, loss: 2.4630, grad_norm: 6.0941 2020-10-11 01:41:50,650 - mmaction - INFO - Epoch [5][2360/2640] lr: 1.000e-02, eta: 1 day, 3:42:02, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4078, top5_acc: 0.7016, loss_cls: 2.4045, loss: 2.4045, grad_norm: 5.8681 2020-10-11 01:42:07,039 - mmaction - INFO - Epoch [5][2380/2640] lr: 1.000e-02, eta: 1 day, 3:41:42, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.4564, loss: 2.4564, grad_norm: 5.8512 2020-10-11 01:42:23,538 - mmaction - INFO - Epoch [5][2400/2640] lr: 1.000e-02, eta: 1 day, 3:41:23, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6773, loss_cls: 2.5088, loss: 2.5088, grad_norm: 5.8239 2020-10-11 01:42:40,069 - mmaction - INFO - Epoch [5][2420/2640] lr: 1.000e-02, eta: 1 day, 3:41:04, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4055, top5_acc: 0.6937, loss_cls: 2.4486, loss: 2.4486, grad_norm: 5.7927 2020-10-11 01:42:56,605 - mmaction - INFO - Epoch [5][2440/2640] lr: 1.000e-02, eta: 1 day, 3:40:46, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.3914, top5_acc: 0.6805, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.8163 2020-10-11 01:43:13,022 - mmaction - INFO - Epoch [5][2460/2640] lr: 1.000e-02, eta: 1 day, 3:40:26, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4180, top5_acc: 0.6984, loss_cls: 2.3479, loss: 2.3479, grad_norm: 6.0876 2020-10-11 01:43:29,553 - mmaction - INFO - Epoch [5][2480/2640] lr: 1.000e-02, eta: 1 day, 3:40:07, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4086, top5_acc: 0.6844, loss_cls: 2.4637, loss: 2.4637, grad_norm: 6.0114 2020-10-11 01:43:46,034 - mmaction - INFO - Epoch [5][2500/2640] lr: 1.000e-02, eta: 1 day, 3:39:48, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4062, top5_acc: 0.6961, loss_cls: 2.4573, loss: 2.4573, grad_norm: 6.0942 2020-10-11 01:44:02,586 - mmaction - INFO - Epoch [5][2520/2640] lr: 1.000e-02, eta: 1 day, 3:39:30, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4133, top5_acc: 0.6930, loss_cls: 2.4652, loss: 2.4652, grad_norm: 5.8977 2020-10-11 01:44:19,206 - mmaction - INFO - Epoch [5][2540/2640] lr: 1.000e-02, eta: 1 day, 3:39:11, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4133, top5_acc: 0.6906, loss_cls: 2.4628, loss: 2.4628, grad_norm: 5.8999 2020-10-11 01:44:35,880 - mmaction - INFO - Epoch [5][2560/2640] lr: 1.000e-02, eta: 1 day, 3:38:54, time: 0.837, data_time: 0.007, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6961, loss_cls: 2.4278, loss: 2.4278, grad_norm: 5.9726 2020-10-11 01:44:52,348 - mmaction - INFO - Epoch [5][2580/2640] lr: 1.000e-02, eta: 1 day, 3:38:35, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4297, top5_acc: 0.7250, loss_cls: 2.3099, loss: 2.3099, grad_norm: 5.6734 2020-10-11 01:45:08,983 - mmaction - INFO - Epoch [5][2600/2640] lr: 1.000e-02, eta: 1 day, 3:38:17, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.4681, loss: 2.4681, grad_norm: 5.9022 2020-10-11 01:45:25,501 - mmaction - INFO - Epoch [5][2620/2640] lr: 1.000e-02, eta: 1 day, 3:37:59, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4250, top5_acc: 0.7000, loss_cls: 2.4380, loss: 2.4380, grad_norm: 6.0559 2020-10-11 01:45:41,600 - mmaction - INFO - Epoch [5][2640/2640] lr: 1.000e-02, eta: 1 day, 3:37:36, time: 0.805, data_time: 0.005, memory: 9800, top1_acc: 0.4065, top5_acc: 0.6952, loss_cls: 2.4364, loss: 2.4364, grad_norm: 5.7261 2020-10-11 01:45:41,881 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-11 01:46:09,323 - mmaction - INFO - Epoch [6][20/2640] lr: 1.000e-02, eta: 1 day, 3:38:36, time: 1.265, data_time: 0.442, memory: 9800, top1_acc: 0.3875, top5_acc: 0.6703, loss_cls: 2.5018, loss: 2.5018, grad_norm: 6.1398 2020-10-11 01:46:25,770 - mmaction - INFO - Epoch [6][40/2640] lr: 1.000e-02, eta: 1 day, 3:38:16, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7047, loss_cls: 2.3154, loss: 2.3154, grad_norm: 5.8371 2020-10-11 01:46:42,282 - mmaction - INFO - Epoch [6][60/2640] lr: 1.000e-02, eta: 1 day, 3:37:58, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4242, top5_acc: 0.7219, loss_cls: 2.2894, loss: 2.2894, grad_norm: 6.1117 2020-10-11 01:46:58,671 - mmaction - INFO - Epoch [6][80/2640] lr: 1.000e-02, eta: 1 day, 3:37:38, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7227, loss_cls: 2.3197, loss: 2.3197, grad_norm: 6.1284 2020-10-11 01:47:15,076 - mmaction - INFO - Epoch [6][100/2640] lr: 1.000e-02, eta: 1 day, 3:37:17, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4156, top5_acc: 0.6922, loss_cls: 2.4178, loss: 2.4178, grad_norm: 5.9971 2020-10-11 01:47:31,482 - mmaction - INFO - Epoch [6][120/2640] lr: 1.000e-02, eta: 1 day, 3:36:58, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7203, loss_cls: 2.2942, loss: 2.2942, grad_norm: 5.7127 2020-10-11 01:47:48,067 - mmaction - INFO - Epoch [6][140/2640] lr: 1.000e-02, eta: 1 day, 3:36:39, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7102, loss_cls: 2.3453, loss: 2.3453, grad_norm: 6.2644 2020-10-11 01:48:04,473 - mmaction - INFO - Epoch [6][160/2640] lr: 1.000e-02, eta: 1 day, 3:36:20, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4156, top5_acc: 0.7031, loss_cls: 2.3986, loss: 2.3986, grad_norm: 6.1088 2020-10-11 01:48:21,037 - mmaction - INFO - Epoch [6][180/2640] lr: 1.000e-02, eta: 1 day, 3:36:01, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4336, top5_acc: 0.7070, loss_cls: 2.3384, loss: 2.3384, grad_norm: 6.0132 2020-10-11 01:48:37,650 - mmaction - INFO - Epoch [6][200/2640] lr: 1.000e-02, eta: 1 day, 3:35:43, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7219, loss_cls: 2.2888, loss: 2.2888, grad_norm: 5.8389 2020-10-11 01:48:54,011 - mmaction - INFO - Epoch [6][220/2640] lr: 1.000e-02, eta: 1 day, 3:35:23, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4273, top5_acc: 0.6852, loss_cls: 2.3926, loss: 2.3926, grad_norm: 6.2424 2020-10-11 01:49:10,608 - mmaction - INFO - Epoch [6][240/2640] lr: 1.000e-02, eta: 1 day, 3:35:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4305, top5_acc: 0.6937, loss_cls: 2.3460, loss: 2.3460, grad_norm: 6.0187 2020-10-11 01:49:27,183 - mmaction - INFO - Epoch [6][260/2640] lr: 1.000e-02, eta: 1 day, 3:34:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.3519, loss: 2.3519, grad_norm: 5.8191 2020-10-11 01:49:43,594 - mmaction - INFO - Epoch [6][280/2640] lr: 1.000e-02, eta: 1 day, 3:34:27, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4289, top5_acc: 0.7063, loss_cls: 2.4040, loss: 2.4040, grad_norm: 5.8434 2020-10-11 01:50:00,168 - mmaction - INFO - Epoch [6][300/2640] lr: 1.000e-02, eta: 1 day, 3:34:09, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4195, top5_acc: 0.6984, loss_cls: 2.3622, loss: 2.3622, grad_norm: 5.8994 2020-10-11 01:50:16,775 - mmaction - INFO - Epoch [6][320/2640] lr: 1.000e-02, eta: 1 day, 3:33:50, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.3977, top5_acc: 0.6875, loss_cls: 2.4209, loss: 2.4209, grad_norm: 6.1327 2020-10-11 01:50:33,340 - mmaction - INFO - Epoch [6][340/2640] lr: 1.000e-02, eta: 1 day, 3:33:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4313, top5_acc: 0.7109, loss_cls: 2.3483, loss: 2.3483, grad_norm: 6.1601 2020-10-11 01:50:49,962 - mmaction - INFO - Epoch [6][360/2640] lr: 1.000e-02, eta: 1 day, 3:33:14, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4125, top5_acc: 0.7008, loss_cls: 2.4429, loss: 2.4429, grad_norm: 6.4698 2020-10-11 01:51:06,537 - mmaction - INFO - Epoch [6][380/2640] lr: 1.000e-02, eta: 1 day, 3:32:56, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4336, top5_acc: 0.6945, loss_cls: 2.3888, loss: 2.3888, grad_norm: 5.8067 2020-10-11 01:51:23,125 - mmaction - INFO - Epoch [6][400/2640] lr: 1.000e-02, eta: 1 day, 3:32:38, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7117, loss_cls: 2.3338, loss: 2.3338, grad_norm: 5.9186 2020-10-11 01:51:39,559 - mmaction - INFO - Epoch [6][420/2640] lr: 1.000e-02, eta: 1 day, 3:32:18, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4211, top5_acc: 0.7156, loss_cls: 2.3515, loss: 2.3515, grad_norm: 5.7826 2020-10-11 01:51:56,136 - mmaction - INFO - Epoch [6][440/2640] lr: 1.000e-02, eta: 1 day, 3:32:00, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.4117, top5_acc: 0.6992, loss_cls: 2.3830, loss: 2.3830, grad_norm: 5.9903 2020-10-11 01:52:12,659 - mmaction - INFO - Epoch [6][460/2640] lr: 1.000e-02, eta: 1 day, 3:31:41, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.3992, top5_acc: 0.6789, loss_cls: 2.4696, loss: 2.4696, grad_norm: 6.1841 2020-10-11 01:52:29,087 - mmaction - INFO - Epoch [6][480/2640] lr: 1.000e-02, eta: 1 day, 3:31:22, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4258, top5_acc: 0.7008, loss_cls: 2.4010, loss: 2.4010, grad_norm: 6.0598 2020-10-11 01:52:45,622 - mmaction - INFO - Epoch [6][500/2640] lr: 1.000e-02, eta: 1 day, 3:31:03, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7078, loss_cls: 2.3445, loss: 2.3445, grad_norm: 5.8403 2020-10-11 01:53:02,277 - mmaction - INFO - Epoch [6][520/2640] lr: 1.000e-02, eta: 1 day, 3:30:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4062, top5_acc: 0.6859, loss_cls: 2.4548, loss: 2.4548, grad_norm: 6.0798 2020-10-11 01:53:18,829 - mmaction - INFO - Epoch [6][540/2640] lr: 1.000e-02, eta: 1 day, 3:30:27, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4070, top5_acc: 0.6977, loss_cls: 2.4215, loss: 2.4215, grad_norm: 6.1686 2020-10-11 01:53:35,625 - mmaction - INFO - Epoch [6][560/2640] lr: 1.000e-02, eta: 1 day, 3:30:11, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.4234, top5_acc: 0.6781, loss_cls: 2.3935, loss: 2.3935, grad_norm: 6.1280 2020-10-11 01:53:51,982 - mmaction - INFO - Epoch [6][580/2640] lr: 1.000e-02, eta: 1 day, 3:29:51, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4266, top5_acc: 0.7109, loss_cls: 2.3832, loss: 2.3832, grad_norm: 6.0658 2020-10-11 01:54:08,629 - mmaction - INFO - Epoch [6][600/2640] lr: 1.000e-02, eta: 1 day, 3:29:33, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6984, loss_cls: 2.4251, loss: 2.4251, grad_norm: 6.3584 2020-10-11 01:54:25,193 - mmaction - INFO - Epoch [6][620/2640] lr: 1.000e-02, eta: 1 day, 3:29:15, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4156, top5_acc: 0.7086, loss_cls: 2.3898, loss: 2.3898, grad_norm: 6.0185 2020-10-11 01:54:41,562 - mmaction - INFO - Epoch [6][640/2640] lr: 1.000e-02, eta: 1 day, 3:28:55, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4141, top5_acc: 0.6906, loss_cls: 2.4110, loss: 2.4110, grad_norm: 5.9414 2020-10-11 01:54:58,010 - mmaction - INFO - Epoch [6][660/2640] lr: 1.000e-02, eta: 1 day, 3:28:35, time: 0.819, data_time: 0.001, memory: 9800, top1_acc: 0.4328, top5_acc: 0.7250, loss_cls: 2.3247, loss: 2.3247, grad_norm: 6.1147 2020-10-11 01:55:14,558 - mmaction - INFO - Epoch [6][680/2640] lr: 1.000e-02, eta: 1 day, 3:28:17, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7094, loss_cls: 2.3494, loss: 2.3494, grad_norm: 5.9661 2020-10-11 01:55:31,190 - mmaction - INFO - Epoch [6][700/2640] lr: 1.000e-02, eta: 1 day, 3:28:00, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4156, top5_acc: 0.7156, loss_cls: 2.4089, loss: 2.4089, grad_norm: 6.2458 2020-10-11 01:55:47,732 - mmaction - INFO - Epoch [6][720/2640] lr: 1.000e-02, eta: 1 day, 3:27:41, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4195, top5_acc: 0.6953, loss_cls: 2.3742, loss: 2.3742, grad_norm: 5.7803 2020-10-11 01:56:04,395 - mmaction - INFO - Epoch [6][740/2640] lr: 1.000e-02, eta: 1 day, 3:27:23, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7063, loss_cls: 2.3557, loss: 2.3557, grad_norm: 6.1075 2020-10-11 01:56:20,882 - mmaction - INFO - Epoch [6][760/2640] lr: 1.000e-02, eta: 1 day, 3:27:05, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4297, top5_acc: 0.7008, loss_cls: 2.3599, loss: 2.3599, grad_norm: 6.1030 2020-10-11 01:56:37,315 - mmaction - INFO - Epoch [6][780/2640] lr: 1.000e-02, eta: 1 day, 3:26:45, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4203, top5_acc: 0.7047, loss_cls: 2.3391, loss: 2.3391, grad_norm: 6.2291 2020-10-11 01:56:53,746 - mmaction - INFO - Epoch [6][800/2640] lr: 1.000e-02, eta: 1 day, 3:26:26, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6945, loss_cls: 2.3755, loss: 2.3755, grad_norm: 6.1407 2020-10-11 01:57:10,326 - mmaction - INFO - Epoch [6][820/2640] lr: 1.000e-02, eta: 1 day, 3:26:07, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4125, top5_acc: 0.6898, loss_cls: 2.4443, loss: 2.4443, grad_norm: 6.3759 2020-10-11 01:57:26,940 - mmaction - INFO - Epoch [6][840/2640] lr: 1.000e-02, eta: 1 day, 3:25:50, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6836, loss_cls: 2.4469, loss: 2.4469, grad_norm: 5.9361 2020-10-11 01:57:43,475 - mmaction - INFO - Epoch [6][860/2640] lr: 1.000e-02, eta: 1 day, 3:25:32, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7039, loss_cls: 2.3163, loss: 2.3163, grad_norm: 6.0459 2020-10-11 01:57:59,844 - mmaction - INFO - Epoch [6][880/2640] lr: 1.000e-02, eta: 1 day, 3:25:12, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4180, top5_acc: 0.6883, loss_cls: 2.4080, loss: 2.4080, grad_norm: 5.9500 2020-10-11 01:58:16,478 - mmaction - INFO - Epoch [6][900/2640] lr: 1.000e-02, eta: 1 day, 3:24:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4273, top5_acc: 0.7047, loss_cls: 2.3451, loss: 2.3451, grad_norm: 6.1352 2020-10-11 01:58:33,002 - mmaction - INFO - Epoch [6][920/2640] lr: 1.000e-02, eta: 1 day, 3:24:35, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4062, top5_acc: 0.7039, loss_cls: 2.4154, loss: 2.4154, grad_norm: 6.1976 2020-10-11 01:58:49,598 - mmaction - INFO - Epoch [6][940/2640] lr: 1.000e-02, eta: 1 day, 3:24:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6937, loss_cls: 2.4487, loss: 2.4487, grad_norm: 6.0671 2020-10-11 01:59:05,988 - mmaction - INFO - Epoch [6][960/2640] lr: 1.000e-02, eta: 1 day, 3:23:58, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4313, top5_acc: 0.6937, loss_cls: 2.3736, loss: 2.3736, grad_norm: 6.1829 2020-10-11 01:59:22,574 - mmaction - INFO - Epoch [6][980/2640] lr: 1.000e-02, eta: 1 day, 3:23:40, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.4357, loss: 2.4357, grad_norm: 5.7995 2020-10-11 01:59:39,167 - mmaction - INFO - Epoch [6][1000/2640] lr: 1.000e-02, eta: 1 day, 3:23:22, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4289, loss: 2.4289, grad_norm: 6.0276 2020-10-11 01:59:55,527 - mmaction - INFO - Epoch [6][1020/2640] lr: 1.000e-02, eta: 1 day, 3:23:02, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4148, top5_acc: 0.6984, loss_cls: 2.3907, loss: 2.3907, grad_norm: 6.1737 2020-10-11 02:00:14,297 - mmaction - INFO - Epoch [6][1040/2640] lr: 1.000e-02, eta: 1 day, 3:23:01, time: 0.933, data_time: 0.005, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.3300, loss: 2.3300, grad_norm: 6.1141 2020-10-11 02:00:30,966 - mmaction - INFO - Epoch [6][1060/2640] lr: 1.000e-02, eta: 1 day, 3:22:44, time: 0.838, data_time: 0.019, memory: 9800, top1_acc: 0.4148, top5_acc: 0.6961, loss_cls: 2.3988, loss: 2.3988, grad_norm: 5.8560 2020-10-11 02:00:47,340 - mmaction - INFO - Epoch [6][1080/2640] lr: 1.000e-02, eta: 1 day, 3:22:25, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4391, top5_acc: 0.6922, loss_cls: 2.3550, loss: 2.3550, grad_norm: 5.8821 2020-10-11 02:01:03,978 - mmaction - INFO - Epoch [6][1100/2640] lr: 1.000e-02, eta: 1 day, 3:22:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4117, top5_acc: 0.6977, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.8420 2020-10-11 02:01:20,539 - mmaction - INFO - Epoch [6][1120/2640] lr: 1.000e-02, eta: 1 day, 3:21:49, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7016, loss_cls: 2.3501, loss: 2.3501, grad_norm: 6.0033 2020-10-11 02:01:37,114 - mmaction - INFO - Epoch [6][1140/2640] lr: 1.000e-02, eta: 1 day, 3:21:31, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4570, top5_acc: 0.7344, loss_cls: 2.2409, loss: 2.2409, grad_norm: 6.1436 2020-10-11 02:01:53,698 - mmaction - INFO - Epoch [6][1160/2640] lr: 1.000e-02, eta: 1 day, 3:21:13, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.4483, loss: 2.4483, grad_norm: 5.9223 2020-10-11 02:02:10,117 - mmaction - INFO - Epoch [6][1180/2640] lr: 1.000e-02, eta: 1 day, 3:20:53, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4141, top5_acc: 0.6930, loss_cls: 2.3862, loss: 2.3862, grad_norm: 5.7675 2020-10-11 02:02:26,673 - mmaction - INFO - Epoch [6][1200/2640] lr: 1.000e-02, eta: 1 day, 3:20:35, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4430, top5_acc: 0.7141, loss_cls: 2.3137, loss: 2.3137, grad_norm: 5.8441 2020-10-11 02:02:43,274 - mmaction - INFO - Epoch [6][1220/2640] lr: 1.000e-02, eta: 1 day, 3:20:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4109, top5_acc: 0.7148, loss_cls: 2.3674, loss: 2.3674, grad_norm: 6.0512 2020-10-11 02:02:59,727 - mmaction - INFO - Epoch [6][1240/2640] lr: 1.000e-02, eta: 1 day, 3:19:58, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4289, top5_acc: 0.7148, loss_cls: 2.3224, loss: 2.3224, grad_norm: 5.8596 2020-10-11 02:03:16,329 - mmaction - INFO - Epoch [6][1260/2640] lr: 1.000e-02, eta: 1 day, 3:19:40, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7211, loss_cls: 2.2974, loss: 2.2974, grad_norm: 6.1553 2020-10-11 02:03:32,836 - mmaction - INFO - Epoch [6][1280/2640] lr: 1.000e-02, eta: 1 day, 3:19:22, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.3961, top5_acc: 0.6773, loss_cls: 2.4909, loss: 2.4909, grad_norm: 6.1705 2020-10-11 02:03:49,189 - mmaction - INFO - Epoch [6][1300/2640] lr: 1.000e-02, eta: 1 day, 3:19:02, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4227, top5_acc: 0.6875, loss_cls: 2.4046, loss: 2.4046, grad_norm: 6.0270 2020-10-11 02:04:05,849 - mmaction - INFO - Epoch [6][1320/2640] lr: 1.000e-02, eta: 1 day, 3:18:44, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4320, top5_acc: 0.6984, loss_cls: 2.3628, loss: 2.3628, grad_norm: 5.8960 2020-10-11 02:04:22,362 - mmaction - INFO - Epoch [6][1340/2640] lr: 1.000e-02, eta: 1 day, 3:18:26, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4242, top5_acc: 0.7172, loss_cls: 2.3531, loss: 2.3531, grad_norm: 5.8980 2020-10-11 02:04:38,802 - mmaction - INFO - Epoch [6][1360/2640] lr: 1.000e-02, eta: 1 day, 3:18:07, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4211, top5_acc: 0.7008, loss_cls: 2.3821, loss: 2.3821, grad_norm: 6.1840 2020-10-11 02:04:55,369 - mmaction - INFO - Epoch [6][1380/2640] lr: 1.000e-02, eta: 1 day, 3:17:49, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7078, loss_cls: 2.3317, loss: 2.3317, grad_norm: 5.9175 2020-10-11 02:05:11,799 - mmaction - INFO - Epoch [6][1400/2640] lr: 1.000e-02, eta: 1 day, 3:17:29, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4250, top5_acc: 0.7078, loss_cls: 2.3393, loss: 2.3393, grad_norm: 6.1808 2020-10-11 02:05:28,323 - mmaction - INFO - Epoch [6][1420/2640] lr: 1.000e-02, eta: 1 day, 3:17:11, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6914, loss_cls: 2.4766, loss: 2.4766, grad_norm: 6.1917 2020-10-11 02:05:44,918 - mmaction - INFO - Epoch [6][1440/2640] lr: 1.000e-02, eta: 1 day, 3:16:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.3888, loss: 2.3888, grad_norm: 6.0088 2020-10-11 02:06:01,294 - mmaction - INFO - Epoch [6][1460/2640] lr: 1.000e-02, eta: 1 day, 3:16:34, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4141, top5_acc: 0.7047, loss_cls: 2.4183, loss: 2.4183, grad_norm: 6.0804 2020-10-11 02:06:17,947 - mmaction - INFO - Epoch [6][1480/2640] lr: 1.000e-02, eta: 1 day, 3:16:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.3638, loss: 2.3638, grad_norm: 5.8476 2020-10-11 02:06:34,524 - mmaction - INFO - Epoch [6][1500/2640] lr: 1.000e-02, eta: 1 day, 3:15:58, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7047, loss_cls: 2.3703, loss: 2.3703, grad_norm: 6.0194 2020-10-11 02:06:51,095 - mmaction - INFO - Epoch [6][1520/2640] lr: 1.000e-02, eta: 1 day, 3:15:40, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.4258, top5_acc: 0.6961, loss_cls: 2.3959, loss: 2.3959, grad_norm: 5.8410 2020-10-11 02:07:07,722 - mmaction - INFO - Epoch [6][1540/2640] lr: 1.000e-02, eta: 1 day, 3:15:22, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4008, top5_acc: 0.6930, loss_cls: 2.4397, loss: 2.4397, grad_norm: 6.0370 2020-10-11 02:07:24,242 - mmaction - INFO - Epoch [6][1560/2640] lr: 1.000e-02, eta: 1 day, 3:15:04, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7109, loss_cls: 2.3078, loss: 2.3078, grad_norm: 6.0731 2020-10-11 02:07:40,685 - mmaction - INFO - Epoch [6][1580/2640] lr: 1.000e-02, eta: 1 day, 3:14:45, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4297, top5_acc: 0.7133, loss_cls: 2.3688, loss: 2.3688, grad_norm: 5.9713 2020-10-11 02:07:57,163 - mmaction - INFO - Epoch [6][1600/2640] lr: 1.000e-02, eta: 1 day, 3:14:26, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4266, top5_acc: 0.7008, loss_cls: 2.3885, loss: 2.3885, grad_norm: 6.0085 2020-10-11 02:08:13,694 - mmaction - INFO - Epoch [6][1620/2640] lr: 1.000e-02, eta: 1 day, 3:14:07, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7078, loss_cls: 2.3767, loss: 2.3767, grad_norm: 5.9628 2020-10-11 02:08:30,182 - mmaction - INFO - Epoch [6][1640/2640] lr: 1.000e-02, eta: 1 day, 3:13:49, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4203, top5_acc: 0.7023, loss_cls: 2.4051, loss: 2.4051, grad_norm: 5.8196 2020-10-11 02:08:46,658 - mmaction - INFO - Epoch [6][1660/2640] lr: 1.000e-02, eta: 1 day, 3:13:30, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7250, loss_cls: 2.2626, loss: 2.2626, grad_norm: 6.0549 2020-10-11 02:09:03,201 - mmaction - INFO - Epoch [6][1680/2640] lr: 1.000e-02, eta: 1 day, 3:13:12, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4195, top5_acc: 0.6867, loss_cls: 2.3855, loss: 2.3855, grad_norm: 6.0177 2020-10-11 02:09:20,612 - mmaction - INFO - Epoch [6][1700/2640] lr: 1.000e-02, eta: 1 day, 3:13:00, time: 0.870, data_time: 0.005, memory: 9800, top1_acc: 0.4297, top5_acc: 0.7086, loss_cls: 2.3561, loss: 2.3561, grad_norm: 6.0443 2020-10-11 02:09:37,026 - mmaction - INFO - Epoch [6][1720/2640] lr: 1.000e-02, eta: 1 day, 3:12:41, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 2.4120, loss: 2.4120, grad_norm: 6.0203 2020-10-11 02:09:53,545 - mmaction - INFO - Epoch [6][1740/2640] lr: 1.000e-02, eta: 1 day, 3:12:23, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4180, top5_acc: 0.6883, loss_cls: 2.4179, loss: 2.4179, grad_norm: 5.7750 2020-10-11 02:10:10,016 - mmaction - INFO - Epoch [6][1760/2640] lr: 1.000e-02, eta: 1 day, 3:12:04, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.4307, loss: 2.4307, grad_norm: 5.8094 2020-10-11 02:10:26,541 - mmaction - INFO - Epoch [6][1780/2640] lr: 1.000e-02, eta: 1 day, 3:11:46, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4313, top5_acc: 0.6984, loss_cls: 2.3587, loss: 2.3587, grad_norm: 6.2771 2020-10-11 02:10:43,144 - mmaction - INFO - Epoch [6][1800/2640] lr: 1.000e-02, eta: 1 day, 3:11:28, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4008, top5_acc: 0.6937, loss_cls: 2.4708, loss: 2.4708, grad_norm: 5.9376 2020-10-11 02:10:59,551 - mmaction - INFO - Epoch [6][1820/2640] lr: 1.000e-02, eta: 1 day, 3:11:09, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6969, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.9477 2020-10-11 02:11:15,891 - mmaction - INFO - Epoch [6][1840/2640] lr: 1.000e-02, eta: 1 day, 3:10:49, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4188, top5_acc: 0.7055, loss_cls: 2.3478, loss: 2.3478, grad_norm: 5.9693 2020-10-11 02:11:32,579 - mmaction - INFO - Epoch [6][1860/2640] lr: 1.000e-02, eta: 1 day, 3:10:32, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.4180, top5_acc: 0.6961, loss_cls: 2.3675, loss: 2.3675, grad_norm: 6.1720 2020-10-11 02:11:49,070 - mmaction - INFO - Epoch [6][1880/2640] lr: 1.000e-02, eta: 1 day, 3:10:13, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6867, loss_cls: 2.3936, loss: 2.3936, grad_norm: 5.9336 2020-10-11 02:12:05,540 - mmaction - INFO - Epoch [6][1900/2640] lr: 1.000e-02, eta: 1 day, 3:09:55, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6953, loss_cls: 2.3806, loss: 2.3806, grad_norm: 6.0523 2020-10-11 02:12:22,070 - mmaction - INFO - Epoch [6][1920/2640] lr: 1.000e-02, eta: 1 day, 3:09:36, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4305, top5_acc: 0.7047, loss_cls: 2.3626, loss: 2.3626, grad_norm: 6.2316 2020-10-11 02:12:38,643 - mmaction - INFO - Epoch [6][1940/2640] lr: 1.000e-02, eta: 1 day, 3:09:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4234, top5_acc: 0.6813, loss_cls: 2.4334, loss: 2.4334, grad_norm: 5.9271 2020-10-11 02:12:55,051 - mmaction - INFO - Epoch [6][1960/2640] lr: 1.000e-02, eta: 1 day, 3:08:59, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4125, top5_acc: 0.6773, loss_cls: 2.4825, loss: 2.4825, grad_norm: 5.7990 2020-10-11 02:13:11,683 - mmaction - INFO - Epoch [6][1980/2640] lr: 1.000e-02, eta: 1 day, 3:08:41, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4102, top5_acc: 0.6977, loss_cls: 2.3989, loss: 2.3989, grad_norm: 5.9648 2020-10-11 02:13:28,191 - mmaction - INFO - Epoch [6][2000/2640] lr: 1.000e-02, eta: 1 day, 3:08:23, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4164, top5_acc: 0.6969, loss_cls: 2.3499, loss: 2.3499, grad_norm: 6.1856 2020-10-11 02:13:44,773 - mmaction - INFO - Epoch [6][2020/2640] lr: 1.000e-02, eta: 1 day, 3:08:05, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6930, loss_cls: 2.3925, loss: 2.3925, grad_norm: 6.1661 2020-10-11 02:14:01,186 - mmaction - INFO - Epoch [6][2040/2640] lr: 1.000e-02, eta: 1 day, 3:07:46, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4133, top5_acc: 0.6867, loss_cls: 2.3998, loss: 2.3998, grad_norm: 6.0372 2020-10-11 02:14:17,635 - mmaction - INFO - Epoch [6][2060/2640] lr: 1.000e-02, eta: 1 day, 3:07:27, time: 0.819, data_time: 0.001, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7070, loss_cls: 2.3480, loss: 2.3480, grad_norm: 6.2066 2020-10-11 02:14:34,248 - mmaction - INFO - Epoch [6][2080/2640] lr: 1.000e-02, eta: 1 day, 3:07:10, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7227, loss_cls: 2.2313, loss: 2.2313, grad_norm: 5.9811 2020-10-11 02:14:50,729 - mmaction - INFO - Epoch [6][2100/2640] lr: 1.000e-02, eta: 1 day, 3:06:51, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4141, top5_acc: 0.6906, loss_cls: 2.4424, loss: 2.4424, grad_norm: 6.1794 2020-10-11 02:15:07,336 - mmaction - INFO - Epoch [6][2120/2640] lr: 1.000e-02, eta: 1 day, 3:06:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4375, top5_acc: 0.6984, loss_cls: 2.3668, loss: 2.3668, grad_norm: 6.0980 2020-10-11 02:15:23,711 - mmaction - INFO - Epoch [6][2140/2640] lr: 1.000e-02, eta: 1 day, 3:06:14, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7086, loss_cls: 2.3449, loss: 2.3449, grad_norm: 6.1655 2020-10-11 02:15:40,237 - mmaction - INFO - Epoch [6][2160/2640] lr: 1.000e-02, eta: 1 day, 3:05:56, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7203, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.8703 2020-10-11 02:15:56,692 - mmaction - INFO - Epoch [6][2180/2640] lr: 1.000e-02, eta: 1 day, 3:05:37, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4094, top5_acc: 0.7102, loss_cls: 2.4111, loss: 2.4111, grad_norm: 6.2891 2020-10-11 02:16:13,357 - mmaction - INFO - Epoch [6][2200/2640] lr: 1.000e-02, eta: 1 day, 3:05:20, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7023, loss_cls: 2.3640, loss: 2.3640, grad_norm: 6.0845 2020-10-11 02:16:29,858 - mmaction - INFO - Epoch [6][2220/2640] lr: 1.000e-02, eta: 1 day, 3:05:01, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4258, top5_acc: 0.6937, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.8905 2020-10-11 02:16:46,515 - mmaction - INFO - Epoch [6][2240/2640] lr: 1.000e-02, eta: 1 day, 3:04:44, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4180, top5_acc: 0.6992, loss_cls: 2.3735, loss: 2.3735, grad_norm: 6.0982 2020-10-11 02:17:03,053 - mmaction - INFO - Epoch [6][2260/2640] lr: 1.000e-02, eta: 1 day, 3:04:26, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4219, top5_acc: 0.7133, loss_cls: 2.3253, loss: 2.3253, grad_norm: 6.0307 2020-10-11 02:17:19,491 - mmaction - INFO - Epoch [6][2280/2640] lr: 1.000e-02, eta: 1 day, 3:04:07, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4188, top5_acc: 0.7063, loss_cls: 2.3853, loss: 2.3853, grad_norm: 6.1436 2020-10-11 02:17:36,087 - mmaction - INFO - Epoch [6][2300/2640] lr: 1.000e-02, eta: 1 day, 3:03:49, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.4289, top5_acc: 0.7016, loss_cls: 2.3608, loss: 2.3608, grad_norm: 6.1654 2020-10-11 02:17:52,481 - mmaction - INFO - Epoch [6][2320/2640] lr: 1.000e-02, eta: 1 day, 3:03:30, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7094, loss_cls: 2.3428, loss: 2.3428, grad_norm: 5.7384 2020-10-11 02:18:09,020 - mmaction - INFO - Epoch [6][2340/2640] lr: 1.000e-02, eta: 1 day, 3:03:12, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7023, loss_cls: 2.3110, loss: 2.3110, grad_norm: 6.0689 2020-10-11 02:18:25,379 - mmaction - INFO - Epoch [6][2360/2640] lr: 1.000e-02, eta: 1 day, 3:02:52, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.3603, loss: 2.3603, grad_norm: 5.8204 2020-10-11 02:18:41,983 - mmaction - INFO - Epoch [6][2380/2640] lr: 1.000e-02, eta: 1 day, 3:02:35, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4266, top5_acc: 0.6945, loss_cls: 2.3312, loss: 2.3312, grad_norm: 6.0816 2020-10-11 02:18:58,348 - mmaction - INFO - Epoch [6][2400/2640] lr: 1.000e-02, eta: 1 day, 3:02:15, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7102, loss_cls: 2.2798, loss: 2.2798, grad_norm: 6.0168 2020-10-11 02:19:14,773 - mmaction - INFO - Epoch [6][2420/2640] lr: 1.000e-02, eta: 1 day, 3:01:56, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4250, top5_acc: 0.7063, loss_cls: 2.3222, loss: 2.3222, grad_norm: 5.9627 2020-10-11 02:19:31,364 - mmaction - INFO - Epoch [6][2440/2640] lr: 1.000e-02, eta: 1 day, 3:01:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.4611, loss: 2.4611, grad_norm: 6.0976 2020-10-11 02:19:47,942 - mmaction - INFO - Epoch [6][2460/2640] lr: 1.000e-02, eta: 1 day, 3:01:21, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7211, loss_cls: 2.3013, loss: 2.3013, grad_norm: 6.1016 2020-10-11 02:20:04,597 - mmaction - INFO - Epoch [6][2480/2640] lr: 1.000e-02, eta: 1 day, 3:01:04, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.3819, loss: 2.3819, grad_norm: 6.3547 2020-10-11 02:20:21,093 - mmaction - INFO - Epoch [6][2500/2640] lr: 1.000e-02, eta: 1 day, 3:00:45, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4273, top5_acc: 0.6945, loss_cls: 2.3865, loss: 2.3865, grad_norm: 6.1105 2020-10-11 02:20:37,505 - mmaction - INFO - Epoch [6][2520/2640] lr: 1.000e-02, eta: 1 day, 3:00:26, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4250, top5_acc: 0.7023, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.9377 2020-10-11 02:20:54,059 - mmaction - INFO - Epoch [6][2540/2640] lr: 1.000e-02, eta: 1 day, 3:00:08, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4125, top5_acc: 0.6844, loss_cls: 2.4068, loss: 2.4068, grad_norm: 5.7686 2020-10-11 02:21:10,511 - mmaction - INFO - Epoch [6][2560/2640] lr: 1.000e-02, eta: 1 day, 2:59:49, time: 0.820, data_time: 0.001, memory: 9800, top1_acc: 0.4172, top5_acc: 0.6875, loss_cls: 2.4552, loss: 2.4552, grad_norm: 5.8300 2020-10-11 02:21:27,094 - mmaction - INFO - Epoch [6][2580/2640] lr: 1.000e-02, eta: 1 day, 2:59:32, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7055, loss_cls: 2.3924, loss: 2.3924, grad_norm: 6.2225 2020-10-11 02:21:43,675 - mmaction - INFO - Epoch [6][2600/2640] lr: 1.000e-02, eta: 1 day, 2:59:14, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.4172, top5_acc: 0.7039, loss_cls: 2.3797, loss: 2.3797, grad_norm: 6.1374 2020-10-11 02:22:00,231 - mmaction - INFO - Epoch [6][2620/2640] lr: 1.000e-02, eta: 1 day, 2:58:56, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4328, top5_acc: 0.7109, loss_cls: 2.3415, loss: 2.3415, grad_norm: 5.8868 2020-10-11 02:22:16,354 - mmaction - INFO - Epoch [6][2640/2640] lr: 1.000e-02, eta: 1 day, 2:58:35, time: 0.806, data_time: 0.002, memory: 9800, top1_acc: 0.4298, top5_acc: 0.7016, loss_cls: 2.3712, loss: 2.3712, grad_norm: 5.8675 2020-10-11 02:22:16,824 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-10-11 02:22:47,520 - mmaction - INFO - Epoch [7][20/2640] lr: 1.000e-02, eta: 1 day, 2:59:53, time: 1.485, data_time: 0.638, memory: 9800, top1_acc: 0.4234, top5_acc: 0.7125, loss_cls: 2.3575, loss: 2.3575, grad_norm: 6.0297 2020-10-11 02:23:03,899 - mmaction - INFO - Epoch [7][40/2640] lr: 1.000e-02, eta: 1 day, 2:59:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7148, loss_cls: 2.3209, loss: 2.3209, grad_norm: 6.0633 2020-10-11 02:23:20,344 - mmaction - INFO - Epoch [7][60/2640] lr: 1.000e-02, eta: 1 day, 2:59:15, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4313, top5_acc: 0.7063, loss_cls: 2.3443, loss: 2.3443, grad_norm: 6.0594 2020-10-11 02:23:37,038 - mmaction - INFO - Epoch [7][80/2640] lr: 1.000e-02, eta: 1 day, 2:58:58, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7086, loss_cls: 2.2737, loss: 2.2737, grad_norm: 6.1457 2020-10-11 02:23:53,463 - mmaction - INFO - Epoch [7][100/2640] lr: 1.000e-02, eta: 1 day, 2:58:39, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7266, loss_cls: 2.2737, loss: 2.2737, grad_norm: 6.0218 2020-10-11 02:24:09,902 - mmaction - INFO - Epoch [7][120/2640] lr: 1.000e-02, eta: 1 day, 2:58:20, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.2685, loss: 2.2685, grad_norm: 6.2203 2020-10-11 02:24:26,459 - mmaction - INFO - Epoch [7][140/2640] lr: 1.000e-02, eta: 1 day, 2:58:02, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3096, loss: 2.3096, grad_norm: 6.2613 2020-10-11 02:24:42,898 - mmaction - INFO - Epoch [7][160/2640] lr: 1.000e-02, eta: 1 day, 2:57:43, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4203, top5_acc: 0.6852, loss_cls: 2.3919, loss: 2.3919, grad_norm: 6.1927 2020-10-11 02:24:59,228 - mmaction - INFO - Epoch [7][180/2640] lr: 1.000e-02, eta: 1 day, 2:57:24, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4328, top5_acc: 0.7016, loss_cls: 2.3740, loss: 2.3740, grad_norm: 5.7897 2020-10-11 02:25:15,660 - mmaction - INFO - Epoch [7][200/2640] lr: 1.000e-02, eta: 1 day, 2:57:04, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4320, top5_acc: 0.6953, loss_cls: 2.3650, loss: 2.3650, grad_norm: 6.1868 2020-10-11 02:25:32,193 - mmaction - INFO - Epoch [7][220/2640] lr: 1.000e-02, eta: 1 day, 2:56:46, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7406, loss_cls: 2.1681, loss: 2.1681, grad_norm: 6.1950 2020-10-11 02:25:48,832 - mmaction - INFO - Epoch [7][240/2640] lr: 1.000e-02, eta: 1 day, 2:56:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4477, top5_acc: 0.7211, loss_cls: 2.2796, loss: 2.2796, grad_norm: 6.0583 2020-10-11 02:26:05,261 - mmaction - INFO - Epoch [7][260/2640] lr: 1.000e-02, eta: 1 day, 2:56:10, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.3674, loss: 2.3674, grad_norm: 6.1397 2020-10-11 02:26:21,814 - mmaction - INFO - Epoch [7][280/2640] lr: 1.000e-02, eta: 1 day, 2:55:52, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.3876, loss: 2.3876, grad_norm: 6.0920 2020-10-11 02:26:38,348 - mmaction - INFO - Epoch [7][300/2640] lr: 1.000e-02, eta: 1 day, 2:55:34, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6914, loss_cls: 2.3703, loss: 2.3703, grad_norm: 6.1097 2020-10-11 02:26:54,751 - mmaction - INFO - Epoch [7][320/2640] lr: 1.000e-02, eta: 1 day, 2:55:15, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6930, loss_cls: 2.3797, loss: 2.3797, grad_norm: 6.2022 2020-10-11 02:27:11,304 - mmaction - INFO - Epoch [7][340/2640] lr: 1.000e-02, eta: 1 day, 2:54:56, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7086, loss_cls: 2.3567, loss: 2.3567, grad_norm: 5.9046 2020-10-11 02:27:27,894 - mmaction - INFO - Epoch [7][360/2640] lr: 1.000e-02, eta: 1 day, 2:54:39, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7180, loss_cls: 2.2847, loss: 2.2847, grad_norm: 5.8868 2020-10-11 02:27:44,526 - mmaction - INFO - Epoch [7][380/2640] lr: 1.000e-02, eta: 1 day, 2:54:22, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4328, top5_acc: 0.7039, loss_cls: 2.3613, loss: 2.3613, grad_norm: 6.0343 2020-10-11 02:28:00,890 - mmaction - INFO - Epoch [7][400/2640] lr: 1.000e-02, eta: 1 day, 2:54:02, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4195, top5_acc: 0.7047, loss_cls: 2.3679, loss: 2.3679, grad_norm: 6.3418 2020-10-11 02:28:17,337 - mmaction - INFO - Epoch [7][420/2640] lr: 1.000e-02, eta: 1 day, 2:53:43, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7195, loss_cls: 2.2384, loss: 2.2384, grad_norm: 5.8833 2020-10-11 02:28:34,107 - mmaction - INFO - Epoch [7][440/2640] lr: 1.000e-02, eta: 1 day, 2:53:27, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7133, loss_cls: 2.3058, loss: 2.3058, grad_norm: 5.9369 2020-10-11 02:28:50,477 - mmaction - INFO - Epoch [7][460/2640] lr: 1.000e-02, eta: 1 day, 2:53:08, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4125, top5_acc: 0.6961, loss_cls: 2.4216, loss: 2.4216, grad_norm: 6.2929 2020-10-11 02:29:07,092 - mmaction - INFO - Epoch [7][480/2640] lr: 1.000e-02, eta: 1 day, 2:52:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7312, loss_cls: 2.2414, loss: 2.2414, grad_norm: 5.9386 2020-10-11 02:29:23,633 - mmaction - INFO - Epoch [7][500/2640] lr: 1.000e-02, eta: 1 day, 2:52:32, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4352, top5_acc: 0.6937, loss_cls: 2.3860, loss: 2.3860, grad_norm: 6.1310 2020-10-11 02:29:40,253 - mmaction - INFO - Epoch [7][520/2640] lr: 1.000e-02, eta: 1 day, 2:52:15, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7148, loss_cls: 2.3160, loss: 2.3160, grad_norm: 6.1629 2020-10-11 02:29:56,597 - mmaction - INFO - Epoch [7][540/2640] lr: 1.000e-02, eta: 1 day, 2:51:55, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7219, loss_cls: 2.2717, loss: 2.2717, grad_norm: 6.0196 2020-10-11 02:30:13,058 - mmaction - INFO - Epoch [7][560/2640] lr: 1.000e-02, eta: 1 day, 2:51:36, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7234, loss_cls: 2.2698, loss: 2.2698, grad_norm: 6.1709 2020-10-11 02:30:29,641 - mmaction - INFO - Epoch [7][580/2640] lr: 1.000e-02, eta: 1 day, 2:51:19, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.4219, top5_acc: 0.7203, loss_cls: 2.2931, loss: 2.2931, grad_norm: 6.0592 2020-10-11 02:30:46,223 - mmaction - INFO - Epoch [7][600/2640] lr: 1.000e-02, eta: 1 day, 2:51:01, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7156, loss_cls: 2.2626, loss: 2.2626, grad_norm: 5.9969 2020-10-11 02:31:02,779 - mmaction - INFO - Epoch [7][620/2640] lr: 1.000e-02, eta: 1 day, 2:50:43, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4273, top5_acc: 0.7227, loss_cls: 2.3305, loss: 2.3305, grad_norm: 6.0529 2020-10-11 02:31:19,237 - mmaction - INFO - Epoch [7][640/2640] lr: 1.000e-02, eta: 1 day, 2:50:24, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7227, loss_cls: 2.2984, loss: 2.2984, grad_norm: 6.1638 2020-10-11 02:31:35,926 - mmaction - INFO - Epoch [7][660/2640] lr: 1.000e-02, eta: 1 day, 2:50:07, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7109, loss_cls: 2.3014, loss: 2.3014, grad_norm: 6.2365 2020-10-11 02:31:52,312 - mmaction - INFO - Epoch [7][680/2640] lr: 1.000e-02, eta: 1 day, 2:49:48, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7039, loss_cls: 2.3439, loss: 2.3439, grad_norm: 5.9897 2020-10-11 02:32:08,739 - mmaction - INFO - Epoch [7][700/2640] lr: 1.000e-02, eta: 1 day, 2:49:29, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7273, loss_cls: 2.2150, loss: 2.2150, grad_norm: 6.2982 2020-10-11 02:32:25,328 - mmaction - INFO - Epoch [7][720/2640] lr: 1.000e-02, eta: 1 day, 2:49:12, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4039, top5_acc: 0.7086, loss_cls: 2.3789, loss: 2.3789, grad_norm: 6.2308 2020-10-11 02:32:41,894 - mmaction - INFO - Epoch [7][740/2640] lr: 1.000e-02, eta: 1 day, 2:48:54, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4305, top5_acc: 0.7078, loss_cls: 2.3344, loss: 2.3344, grad_norm: 6.0896 2020-10-11 02:32:58,289 - mmaction - INFO - Epoch [7][760/2640] lr: 1.000e-02, eta: 1 day, 2:48:35, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7195, loss_cls: 2.3142, loss: 2.3142, grad_norm: 6.1749 2020-10-11 02:33:14,897 - mmaction - INFO - Epoch [7][780/2640] lr: 1.000e-02, eta: 1 day, 2:48:17, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4094, top5_acc: 0.6836, loss_cls: 2.4131, loss: 2.4131, grad_norm: 6.0435 2020-10-11 02:33:31,492 - mmaction - INFO - Epoch [7][800/2640] lr: 1.000e-02, eta: 1 day, 2:48:00, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4070, top5_acc: 0.6977, loss_cls: 2.3764, loss: 2.3764, grad_norm: 6.1327 2020-10-11 02:33:47,919 - mmaction - INFO - Epoch [7][820/2640] lr: 1.000e-02, eta: 1 day, 2:47:41, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7258, loss_cls: 2.2628, loss: 2.2628, grad_norm: 6.0124 2020-10-11 02:34:04,457 - mmaction - INFO - Epoch [7][840/2640] lr: 1.000e-02, eta: 1 day, 2:47:23, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.3477, loss: 2.3477, grad_norm: 5.8995 2020-10-11 02:34:20,837 - mmaction - INFO - Epoch [7][860/2640] lr: 1.000e-02, eta: 1 day, 2:47:04, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7234, loss_cls: 2.2874, loss: 2.2874, grad_norm: 6.2493 2020-10-11 02:34:37,477 - mmaction - INFO - Epoch [7][880/2640] lr: 1.000e-02, eta: 1 day, 2:46:46, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4352, top5_acc: 0.6945, loss_cls: 2.3697, loss: 2.3697, grad_norm: 6.0702 2020-10-11 02:34:53,984 - mmaction - INFO - Epoch [7][900/2640] lr: 1.000e-02, eta: 1 day, 2:46:28, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4445, top5_acc: 0.6945, loss_cls: 2.3776, loss: 2.3776, grad_norm: 5.8664 2020-10-11 02:35:10,442 - mmaction - INFO - Epoch [7][920/2640] lr: 1.000e-02, eta: 1 day, 2:46:09, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7359, loss_cls: 2.2054, loss: 2.2054, grad_norm: 6.2326 2020-10-11 02:35:26,952 - mmaction - INFO - Epoch [7][940/2640] lr: 1.000e-02, eta: 1 day, 2:45:51, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7086, loss_cls: 2.3321, loss: 2.3321, grad_norm: 5.9774 2020-10-11 02:35:43,419 - mmaction - INFO - Epoch [7][960/2640] lr: 1.000e-02, eta: 1 day, 2:45:33, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7078, loss_cls: 2.3327, loss: 2.3327, grad_norm: 6.0929 2020-10-11 02:35:59,934 - mmaction - INFO - Epoch [7][980/2640] lr: 1.000e-02, eta: 1 day, 2:45:15, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7227, loss_cls: 2.2517, loss: 2.2517, grad_norm: 6.2621 2020-10-11 02:36:16,357 - mmaction - INFO - Epoch [7][1000/2640] lr: 1.000e-02, eta: 1 day, 2:44:56, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4180, top5_acc: 0.7055, loss_cls: 2.3406, loss: 2.3406, grad_norm: 6.2659 2020-10-11 02:36:32,945 - mmaction - INFO - Epoch [7][1020/2640] lr: 1.000e-02, eta: 1 day, 2:44:38, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7070, loss_cls: 2.2868, loss: 2.2868, grad_norm: 6.2704 2020-10-11 02:36:49,523 - mmaction - INFO - Epoch [7][1040/2640] lr: 1.000e-02, eta: 1 day, 2:44:20, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4383, top5_acc: 0.7141, loss_cls: 2.3561, loss: 2.3561, grad_norm: 6.0723 2020-10-11 02:37:06,129 - mmaction - INFO - Epoch [7][1060/2640] lr: 1.000e-02, eta: 1 day, 2:44:03, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4211, top5_acc: 0.6992, loss_cls: 2.3960, loss: 2.3960, grad_norm: 6.1461 2020-10-11 02:37:22,760 - mmaction - INFO - Epoch [7][1080/2640] lr: 1.000e-02, eta: 1 day, 2:43:46, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7227, loss_cls: 2.2425, loss: 2.2425, grad_norm: 6.1381 2020-10-11 02:37:39,338 - mmaction - INFO - Epoch [7][1100/2640] lr: 1.000e-02, eta: 1 day, 2:43:28, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7109, loss_cls: 2.3108, loss: 2.3108, grad_norm: 6.2189 2020-10-11 02:37:55,650 - mmaction - INFO - Epoch [7][1120/2640] lr: 1.000e-02, eta: 1 day, 2:43:08, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.9337 2020-10-11 02:38:12,278 - mmaction - INFO - Epoch [7][1140/2640] lr: 1.000e-02, eta: 1 day, 2:42:51, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4227, top5_acc: 0.7063, loss_cls: 2.3386, loss: 2.3386, grad_norm: 6.1299 2020-10-11 02:38:28,834 - mmaction - INFO - Epoch [7][1160/2640] lr: 1.000e-02, eta: 1 day, 2:42:33, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7078, loss_cls: 2.3100, loss: 2.3100, grad_norm: 6.0856 2020-10-11 02:38:45,524 - mmaction - INFO - Epoch [7][1180/2640] lr: 1.000e-02, eta: 1 day, 2:42:16, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4297, top5_acc: 0.6953, loss_cls: 2.4048, loss: 2.4048, grad_norm: 5.9013 2020-10-11 02:39:02,005 - mmaction - INFO - Epoch [7][1200/2640] lr: 1.000e-02, eta: 1 day, 2:41:58, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2271, loss: 2.2271, grad_norm: 6.0434 2020-10-11 02:39:18,621 - mmaction - INFO - Epoch [7][1220/2640] lr: 1.000e-02, eta: 1 day, 2:41:40, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7211, loss_cls: 2.3805, loss: 2.3805, grad_norm: 6.2133 2020-10-11 02:39:35,241 - mmaction - INFO - Epoch [7][1240/2640] lr: 1.000e-02, eta: 1 day, 2:41:23, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4383, top5_acc: 0.7102, loss_cls: 2.3075, loss: 2.3075, grad_norm: 6.1417 2020-10-11 02:39:51,557 - mmaction - INFO - Epoch [7][1260/2640] lr: 1.000e-02, eta: 1 day, 2:41:04, time: 0.815, data_time: 0.002, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7008, loss_cls: 2.3355, loss: 2.3355, grad_norm: 6.2401 2020-10-11 02:40:08,101 - mmaction - INFO - Epoch [7][1280/2640] lr: 1.000e-02, eta: 1 day, 2:40:46, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2028, loss: 2.2028, grad_norm: 5.9962 2020-10-11 02:40:24,553 - mmaction - INFO - Epoch [7][1300/2640] lr: 1.000e-02, eta: 1 day, 2:40:27, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.4477, top5_acc: 0.7203, loss_cls: 2.2814, loss: 2.2814, grad_norm: 6.0200 2020-10-11 02:40:40,991 - mmaction - INFO - Epoch [7][1320/2640] lr: 1.000e-02, eta: 1 day, 2:40:09, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7320, loss_cls: 2.2340, loss: 2.2340, grad_norm: 6.1756 2020-10-11 02:40:57,523 - mmaction - INFO - Epoch [7][1340/2640] lr: 1.000e-02, eta: 1 day, 2:39:51, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7141, loss_cls: 2.3409, loss: 2.3409, grad_norm: 6.1237 2020-10-11 02:41:13,955 - mmaction - INFO - Epoch [7][1360/2640] lr: 1.000e-02, eta: 1 day, 2:39:32, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4180, top5_acc: 0.7148, loss_cls: 2.3380, loss: 2.3380, grad_norm: 6.0190 2020-10-11 02:41:30,505 - mmaction - INFO - Epoch [7][1380/2640] lr: 1.000e-02, eta: 1 day, 2:39:14, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7492, loss_cls: 2.2202, loss: 2.2202, grad_norm: 5.9288 2020-10-11 02:41:47,124 - mmaction - INFO - Epoch [7][1400/2640] lr: 1.000e-02, eta: 1 day, 2:38:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7211, loss_cls: 2.2666, loss: 2.2666, grad_norm: 6.2461 2020-10-11 02:42:03,669 - mmaction - INFO - Epoch [7][1420/2640] lr: 1.000e-02, eta: 1 day, 2:38:39, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7078, loss_cls: 2.3378, loss: 2.3378, grad_norm: 5.7994 2020-10-11 02:42:20,085 - mmaction - INFO - Epoch [7][1440/2640] lr: 1.000e-02, eta: 1 day, 2:38:20, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4258, top5_acc: 0.7008, loss_cls: 2.4042, loss: 2.4042, grad_norm: 5.8705 2020-10-11 02:42:36,687 - mmaction - INFO - Epoch [7][1460/2640] lr: 1.000e-02, eta: 1 day, 2:38:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4375, top5_acc: 0.6945, loss_cls: 2.3085, loss: 2.3085, grad_norm: 6.1868 2020-10-11 02:42:53,213 - mmaction - INFO - Epoch [7][1480/2640] lr: 1.000e-02, eta: 1 day, 2:37:45, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7250, loss_cls: 2.2605, loss: 2.2605, grad_norm: 5.9952 2020-10-11 02:43:09,672 - mmaction - INFO - Epoch [7][1500/2640] lr: 1.000e-02, eta: 1 day, 2:37:26, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4477, top5_acc: 0.7094, loss_cls: 2.2983, loss: 2.2983, grad_norm: 6.2221 2020-10-11 02:43:26,247 - mmaction - INFO - Epoch [7][1520/2640] lr: 1.000e-02, eta: 1 day, 2:37:09, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4383, top5_acc: 0.7148, loss_cls: 2.3284, loss: 2.3284, grad_norm: 6.0378 2020-10-11 02:43:43,066 - mmaction - INFO - Epoch [7][1540/2640] lr: 1.000e-02, eta: 1 day, 2:36:52, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.4250, top5_acc: 0.7109, loss_cls: 2.2939, loss: 2.2939, grad_norm: 6.1960 2020-10-11 02:43:59,413 - mmaction - INFO - Epoch [7][1560/2640] lr: 1.000e-02, eta: 1 day, 2:36:33, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7172, loss_cls: 2.3039, loss: 2.3039, grad_norm: 6.3650 2020-10-11 02:44:16,032 - mmaction - INFO - Epoch [7][1580/2640] lr: 1.000e-02, eta: 1 day, 2:36:16, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4469, top5_acc: 0.7047, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.1377 2020-10-11 02:44:32,623 - mmaction - INFO - Epoch [7][1600/2640] lr: 1.000e-02, eta: 1 day, 2:35:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.3247, loss: 2.3247, grad_norm: 6.0541 2020-10-11 02:44:49,220 - mmaction - INFO - Epoch [7][1620/2640] lr: 1.000e-02, eta: 1 day, 2:35:40, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.4328, top5_acc: 0.7109, loss_cls: 2.2734, loss: 2.2734, grad_norm: 5.9392 2020-10-11 02:45:05,745 - mmaction - INFO - Epoch [7][1640/2640] lr: 1.000e-02, eta: 1 day, 2:35:23, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7203, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.9877 2020-10-11 02:45:22,160 - mmaction - INFO - Epoch [7][1660/2640] lr: 1.000e-02, eta: 1 day, 2:35:04, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7305, loss_cls: 2.2811, loss: 2.2811, grad_norm: 6.2215 2020-10-11 02:45:38,703 - mmaction - INFO - Epoch [7][1680/2640] lr: 1.000e-02, eta: 1 day, 2:34:46, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7016, loss_cls: 2.3667, loss: 2.3667, grad_norm: 6.0559 2020-10-11 02:45:55,151 - mmaction - INFO - Epoch [7][1700/2640] lr: 1.000e-02, eta: 1 day, 2:34:28, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.1895, loss: 2.1895, grad_norm: 6.1008 2020-10-11 02:46:11,717 - mmaction - INFO - Epoch [7][1720/2640] lr: 1.000e-02, eta: 1 day, 2:34:10, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7242, loss_cls: 2.2891, loss: 2.2891, grad_norm: 6.1557 2020-10-11 02:46:28,304 - mmaction - INFO - Epoch [7][1740/2640] lr: 1.000e-02, eta: 1 day, 2:33:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4289, top5_acc: 0.6992, loss_cls: 2.3556, loss: 2.3556, grad_norm: 6.1341 2020-10-11 02:46:44,920 - mmaction - INFO - Epoch [7][1760/2640] lr: 1.000e-02, eta: 1 day, 2:33:35, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7234, loss_cls: 2.2545, loss: 2.2545, grad_norm: 5.9604 2020-10-11 02:47:01,277 - mmaction - INFO - Epoch [7][1780/2640] lr: 1.000e-02, eta: 1 day, 2:33:16, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7430, loss_cls: 2.2450, loss: 2.2450, grad_norm: 6.0854 2020-10-11 02:47:17,881 - mmaction - INFO - Epoch [7][1800/2640] lr: 1.000e-02, eta: 1 day, 2:32:58, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.3775, loss: 2.3775, grad_norm: 5.9530 2020-10-11 02:47:34,500 - mmaction - INFO - Epoch [7][1820/2640] lr: 1.000e-02, eta: 1 day, 2:32:41, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4430, top5_acc: 0.7211, loss_cls: 2.2633, loss: 2.2633, grad_norm: 5.9890 2020-10-11 02:47:50,841 - mmaction - INFO - Epoch [7][1840/2640] lr: 1.000e-02, eta: 1 day, 2:32:22, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7211, loss_cls: 2.2411, loss: 2.2411, grad_norm: 6.1367 2020-10-11 02:48:07,445 - mmaction - INFO - Epoch [7][1860/2640] lr: 1.000e-02, eta: 1 day, 2:32:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7156, loss_cls: 2.3435, loss: 2.3435, grad_norm: 5.9780 2020-10-11 02:48:24,015 - mmaction - INFO - Epoch [7][1880/2640] lr: 1.000e-02, eta: 1 day, 2:31:47, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7195, loss_cls: 2.3238, loss: 2.3238, grad_norm: 6.0341 2020-10-11 02:48:40,423 - mmaction - INFO - Epoch [7][1900/2640] lr: 1.000e-02, eta: 1 day, 2:31:28, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7227, loss_cls: 2.2641, loss: 2.2641, grad_norm: 6.0569 2020-10-11 02:48:56,883 - mmaction - INFO - Epoch [7][1920/2640] lr: 1.000e-02, eta: 1 day, 2:31:10, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7172, loss_cls: 2.3468, loss: 2.3468, grad_norm: 5.8891 2020-10-11 02:49:13,445 - mmaction - INFO - Epoch [7][1940/2640] lr: 1.000e-02, eta: 1 day, 2:30:52, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7148, loss_cls: 2.2783, loss: 2.2783, grad_norm: 6.0581 2020-10-11 02:49:29,965 - mmaction - INFO - Epoch [7][1960/2640] lr: 1.000e-02, eta: 1 day, 2:30:34, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4195, top5_acc: 0.6961, loss_cls: 2.3576, loss: 2.3576, grad_norm: 6.0921 2020-10-11 02:49:46,553 - mmaction - INFO - Epoch [7][1980/2640] lr: 1.000e-02, eta: 1 day, 2:30:17, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.3194, loss: 2.3194, grad_norm: 6.0208 2020-10-11 02:50:03,178 - mmaction - INFO - Epoch [7][2000/2640] lr: 1.000e-02, eta: 1 day, 2:30:00, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7086, loss_cls: 2.2916, loss: 2.2916, grad_norm: 5.9735 2020-10-11 02:50:19,513 - mmaction - INFO - Epoch [7][2020/2640] lr: 1.000e-02, eta: 1 day, 2:29:40, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4195, top5_acc: 0.7102, loss_cls: 2.3426, loss: 2.3426, grad_norm: 6.2550 2020-10-11 02:50:36,121 - mmaction - INFO - Epoch [7][2040/2640] lr: 1.000e-02, eta: 1 day, 2:29:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4234, top5_acc: 0.7016, loss_cls: 2.3751, loss: 2.3751, grad_norm: 6.1092 2020-10-11 02:50:52,476 - mmaction - INFO - Epoch [7][2060/2640] lr: 1.000e-02, eta: 1 day, 2:29:04, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7312, loss_cls: 2.2203, loss: 2.2203, grad_norm: 6.1490 2020-10-11 02:51:09,111 - mmaction - INFO - Epoch [7][2080/2640] lr: 1.000e-02, eta: 1 day, 2:28:47, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7258, loss_cls: 2.2549, loss: 2.2549, grad_norm: 6.3151 2020-10-11 02:51:25,657 - mmaction - INFO - Epoch [7][2100/2640] lr: 1.000e-02, eta: 1 day, 2:28:29, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.3985, loss: 2.3985, grad_norm: 6.2149 2020-10-11 02:51:42,328 - mmaction - INFO - Epoch [7][2120/2640] lr: 1.000e-02, eta: 1 day, 2:28:12, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7266, loss_cls: 2.2352, loss: 2.2352, grad_norm: 5.9376 2020-10-11 02:51:58,727 - mmaction - INFO - Epoch [7][2140/2640] lr: 1.000e-02, eta: 1 day, 2:27:53, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7094, loss_cls: 2.3461, loss: 2.3461, grad_norm: 6.0614 2020-10-11 02:52:15,224 - mmaction - INFO - Epoch [7][2160/2640] lr: 1.000e-02, eta: 1 day, 2:27:35, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.3528, loss: 2.3528, grad_norm: 5.7504 2020-10-11 02:52:31,675 - mmaction - INFO - Epoch [7][2180/2640] lr: 1.000e-02, eta: 1 day, 2:27:17, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7219, loss_cls: 2.3000, loss: 2.3000, grad_norm: 6.0419 2020-10-11 02:52:48,227 - mmaction - INFO - Epoch [7][2200/2640] lr: 1.000e-02, eta: 1 day, 2:26:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4164, top5_acc: 0.7023, loss_cls: 2.3906, loss: 2.3906, grad_norm: 6.2137 2020-10-11 02:53:04,855 - mmaction - INFO - Epoch [7][2220/2640] lr: 1.000e-02, eta: 1 day, 2:26:42, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4289, top5_acc: 0.7359, loss_cls: 2.2975, loss: 2.2975, grad_norm: 5.6526 2020-10-11 02:53:21,390 - mmaction - INFO - Epoch [7][2240/2640] lr: 1.000e-02, eta: 1 day, 2:26:24, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4500, top5_acc: 0.7188, loss_cls: 2.2443, loss: 2.2443, grad_norm: 6.1309 2020-10-11 02:53:38,000 - mmaction - INFO - Epoch [7][2260/2640] lr: 1.000e-02, eta: 1 day, 2:26:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4305, top5_acc: 0.7273, loss_cls: 2.3527, loss: 2.3527, grad_norm: 5.8834 2020-10-11 02:53:54,428 - mmaction - INFO - Epoch [7][2280/2640] lr: 1.000e-02, eta: 1 day, 2:25:48, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4211, top5_acc: 0.7070, loss_cls: 2.4114, loss: 2.4114, grad_norm: 6.2210 2020-10-11 02:54:11,004 - mmaction - INFO - Epoch [7][2300/2640] lr: 1.000e-02, eta: 1 day, 2:25:31, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.3483, loss: 2.3483, grad_norm: 6.1017 2020-10-11 02:54:27,552 - mmaction - INFO - Epoch [7][2320/2640] lr: 1.000e-02, eta: 1 day, 2:25:13, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7242, loss_cls: 2.2742, loss: 2.2742, grad_norm: 6.1122 2020-10-11 02:54:44,132 - mmaction - INFO - Epoch [7][2340/2640] lr: 1.000e-02, eta: 1 day, 2:24:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7344, loss_cls: 2.2077, loss: 2.2077, grad_norm: 5.9317 2020-10-11 02:55:00,566 - mmaction - INFO - Epoch [7][2360/2640] lr: 1.000e-02, eta: 1 day, 2:24:37, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7227, loss_cls: 2.2869, loss: 2.2869, grad_norm: 6.0847 2020-10-11 02:55:17,154 - mmaction - INFO - Epoch [7][2380/2640] lr: 1.000e-02, eta: 1 day, 2:24:19, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7148, loss_cls: 2.2819, loss: 2.2819, grad_norm: 5.8831 2020-10-11 02:55:33,713 - mmaction - INFO - Epoch [7][2400/2640] lr: 1.000e-02, eta: 1 day, 2:24:02, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4227, top5_acc: 0.7031, loss_cls: 2.4181, loss: 2.4181, grad_norm: 5.9776 2020-10-11 02:55:50,298 - mmaction - INFO - Epoch [7][2420/2640] lr: 1.000e-02, eta: 1 day, 2:23:45, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7312, loss_cls: 2.2571, loss: 2.2571, grad_norm: 6.2182 2020-10-11 02:56:06,781 - mmaction - INFO - Epoch [7][2440/2640] lr: 1.000e-02, eta: 1 day, 2:23:26, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7086, loss_cls: 2.2839, loss: 2.2839, grad_norm: 5.8361 2020-10-11 02:56:23,294 - mmaction - INFO - Epoch [7][2460/2640] lr: 1.000e-02, eta: 1 day, 2:23:08, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4328, top5_acc: 0.7063, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.8034 2020-10-11 02:56:39,904 - mmaction - INFO - Epoch [7][2480/2640] lr: 1.000e-02, eta: 1 day, 2:22:51, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4430, top5_acc: 0.7211, loss_cls: 2.3218, loss: 2.3218, grad_norm: 5.6509 2020-10-11 02:56:56,425 - mmaction - INFO - Epoch [7][2500/2640] lr: 1.000e-02, eta: 1 day, 2:22:33, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.2991, loss: 2.2991, grad_norm: 5.9149 2020-10-11 02:57:12,875 - mmaction - INFO - Epoch [7][2520/2640] lr: 1.000e-02, eta: 1 day, 2:22:15, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7203, loss_cls: 2.2798, loss: 2.2798, grad_norm: 5.9698 2020-10-11 02:57:29,424 - mmaction - INFO - Epoch [7][2540/2640] lr: 1.000e-02, eta: 1 day, 2:21:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4195, top5_acc: 0.7023, loss_cls: 2.3761, loss: 2.3761, grad_norm: 6.0556 2020-10-11 02:57:46,033 - mmaction - INFO - Epoch [7][2560/2640] lr: 1.000e-02, eta: 1 day, 2:21:40, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7148, loss_cls: 2.3301, loss: 2.3301, grad_norm: 6.0136 2020-10-11 02:58:02,641 - mmaction - INFO - Epoch [7][2580/2640] lr: 1.000e-02, eta: 1 day, 2:21:23, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4133, top5_acc: 0.7039, loss_cls: 2.3794, loss: 2.3794, grad_norm: 6.1087 2020-10-11 02:58:19,196 - mmaction - INFO - Epoch [7][2600/2640] lr: 1.000e-02, eta: 1 day, 2:21:05, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4305, top5_acc: 0.7141, loss_cls: 2.3299, loss: 2.3299, grad_norm: 6.2212 2020-10-11 02:58:35,821 - mmaction - INFO - Epoch [7][2620/2640] lr: 1.000e-02, eta: 1 day, 2:20:48, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4164, top5_acc: 0.7047, loss_cls: 2.3788, loss: 2.3788, grad_norm: 5.8896 2020-10-11 02:58:51,653 - mmaction - INFO - Epoch [7][2640/2640] lr: 1.000e-02, eta: 1 day, 2:20:26, time: 0.792, data_time: 0.002, memory: 9800, top1_acc: 0.4532, top5_acc: 0.7298, loss_cls: 2.2690, loss: 2.2690, grad_norm: 6.3123 2020-10-11 02:58:51,897 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-10-11 02:59:18,820 - mmaction - INFO - Epoch [8][20/2640] lr: 1.000e-02, eta: 1 day, 2:20:57, time: 1.228, data_time: 0.358, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2357, loss: 2.2357, grad_norm: 6.0866 2020-10-11 02:59:35,209 - mmaction - INFO - Epoch [8][40/2640] lr: 1.000e-02, eta: 1 day, 2:20:39, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7172, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.9655 2020-10-11 02:59:51,543 - mmaction - INFO - Epoch [8][60/2640] lr: 1.000e-02, eta: 1 day, 2:20:20, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7203, loss_cls: 2.2111, loss: 2.2111, grad_norm: 6.0662 2020-10-11 03:00:10,231 - mmaction - INFO - Epoch [8][80/2640] lr: 1.000e-02, eta: 1 day, 2:20:15, time: 0.931, data_time: 0.004, memory: 9800, top1_acc: 0.4359, top5_acc: 0.6984, loss_cls: 2.3673, loss: 2.3673, grad_norm: 6.1790 2020-10-11 03:00:26,555 - mmaction - INFO - Epoch [8][100/2640] lr: 1.000e-02, eta: 1 day, 2:19:56, time: 0.820, data_time: 0.008, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7047, loss_cls: 2.3145, loss: 2.3145, grad_norm: 5.9747 2020-10-11 03:00:42,950 - mmaction - INFO - Epoch [8][120/2640] lr: 1.000e-02, eta: 1 day, 2:19:37, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7367, loss_cls: 2.1913, loss: 2.1913, grad_norm: 5.8952 2020-10-11 03:00:59,368 - mmaction - INFO - Epoch [8][140/2640] lr: 1.000e-02, eta: 1 day, 2:19:19, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7156, loss_cls: 2.2857, loss: 2.2857, grad_norm: 6.4437 2020-10-11 03:01:15,957 - mmaction - INFO - Epoch [8][160/2640] lr: 1.000e-02, eta: 1 day, 2:19:01, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4258, top5_acc: 0.6992, loss_cls: 2.3936, loss: 2.3936, grad_norm: 6.1890 2020-10-11 03:01:32,357 - mmaction - INFO - Epoch [8][180/2640] lr: 1.000e-02, eta: 1 day, 2:18:43, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7336, loss_cls: 2.2090, loss: 2.2090, grad_norm: 6.4912 2020-10-11 03:01:48,930 - mmaction - INFO - Epoch [8][200/2640] lr: 1.000e-02, eta: 1 day, 2:18:25, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7203, loss_cls: 2.2441, loss: 2.2441, grad_norm: 6.3309 2020-10-11 03:02:05,521 - mmaction - INFO - Epoch [8][220/2640] lr: 1.000e-02, eta: 1 day, 2:18:07, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7055, loss_cls: 2.3422, loss: 2.3422, grad_norm: 5.9716 2020-10-11 03:02:22,072 - mmaction - INFO - Epoch [8][240/2640] lr: 1.000e-02, eta: 1 day, 2:17:50, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.2282, loss: 2.2282, grad_norm: 5.9389 2020-10-11 03:02:38,704 - mmaction - INFO - Epoch [8][260/2640] lr: 1.000e-02, eta: 1 day, 2:17:33, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.2799, loss: 2.2799, grad_norm: 6.2171 2020-10-11 03:02:55,046 - mmaction - INFO - Epoch [8][280/2640] lr: 1.000e-02, eta: 1 day, 2:17:14, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2487, loss: 2.2487, grad_norm: 5.9720 2020-10-11 03:03:11,664 - mmaction - INFO - Epoch [8][300/2640] lr: 1.000e-02, eta: 1 day, 2:16:56, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7297, loss_cls: 2.1868, loss: 2.1868, grad_norm: 6.0470 2020-10-11 03:03:28,078 - mmaction - INFO - Epoch [8][320/2640] lr: 1.000e-02, eta: 1 day, 2:16:38, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7203, loss_cls: 2.2729, loss: 2.2729, grad_norm: 5.8657 2020-10-11 03:03:44,619 - mmaction - INFO - Epoch [8][340/2640] lr: 1.000e-02, eta: 1 day, 2:16:20, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7359, loss_cls: 2.2022, loss: 2.2022, grad_norm: 6.4228 2020-10-11 03:04:00,985 - mmaction - INFO - Epoch [8][360/2640] lr: 1.000e-02, eta: 1 day, 2:16:01, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.2431, loss: 2.2431, grad_norm: 6.2646 2020-10-11 03:04:17,639 - mmaction - INFO - Epoch [8][380/2640] lr: 1.000e-02, eta: 1 day, 2:15:44, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7438, loss_cls: 2.2474, loss: 2.2474, grad_norm: 5.9822 2020-10-11 03:04:34,283 - mmaction - INFO - Epoch [8][400/2640] lr: 1.000e-02, eta: 1 day, 2:15:27, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7250, loss_cls: 2.2972, loss: 2.2972, grad_norm: 6.3161 2020-10-11 03:04:50,767 - mmaction - INFO - Epoch [8][420/2640] lr: 1.000e-02, eta: 1 day, 2:15:09, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7109, loss_cls: 2.2890, loss: 2.2890, grad_norm: 6.1734 2020-10-11 03:05:07,474 - mmaction - INFO - Epoch [8][440/2640] lr: 1.000e-02, eta: 1 day, 2:14:52, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2389, loss: 2.2389, grad_norm: 6.1219 2020-10-11 03:05:23,969 - mmaction - INFO - Epoch [8][460/2640] lr: 1.000e-02, eta: 1 day, 2:14:34, time: 0.830, data_time: 0.008, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7266, loss_cls: 2.3027, loss: 2.3027, grad_norm: 6.0267 2020-10-11 03:05:40,574 - mmaction - INFO - Epoch [8][480/2640] lr: 1.000e-02, eta: 1 day, 2:14:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4477, top5_acc: 0.7172, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.2782 2020-10-11 03:05:56,906 - mmaction - INFO - Epoch [8][500/2640] lr: 1.000e-02, eta: 1 day, 2:13:58, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7203, loss_cls: 2.2987, loss: 2.2987, grad_norm: 6.1441 2020-10-11 03:06:13,526 - mmaction - INFO - Epoch [8][520/2640] lr: 1.000e-02, eta: 1 day, 2:13:41, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.2424, loss: 2.2424, grad_norm: 6.0367 2020-10-11 03:06:29,914 - mmaction - INFO - Epoch [8][540/2640] lr: 1.000e-02, eta: 1 day, 2:13:22, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7180, loss_cls: 2.2352, loss: 2.2352, grad_norm: 6.1136 2020-10-11 03:06:46,546 - mmaction - INFO - Epoch [8][560/2640] lr: 1.000e-02, eta: 1 day, 2:13:05, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7336, loss_cls: 2.2044, loss: 2.2044, grad_norm: 6.1276 2020-10-11 03:07:03,050 - mmaction - INFO - Epoch [8][580/2640] lr: 1.000e-02, eta: 1 day, 2:12:47, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7219, loss_cls: 2.2314, loss: 2.2314, grad_norm: 6.0883 2020-10-11 03:07:19,666 - mmaction - INFO - Epoch [8][600/2640] lr: 1.000e-02, eta: 1 day, 2:12:30, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7125, loss_cls: 2.2973, loss: 2.2973, grad_norm: 6.1606 2020-10-11 03:07:36,081 - mmaction - INFO - Epoch [8][620/2640] lr: 1.000e-02, eta: 1 day, 2:12:11, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.2673, loss: 2.2673, grad_norm: 6.0910 2020-10-11 03:07:52,480 - mmaction - INFO - Epoch [8][640/2640] lr: 1.000e-02, eta: 1 day, 2:11:53, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.1829, loss: 2.1829, grad_norm: 6.0110 2020-10-11 03:08:09,074 - mmaction - INFO - Epoch [8][660/2640] lr: 1.000e-02, eta: 1 day, 2:11:35, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.1889, loss: 2.1889, grad_norm: 6.1610 2020-10-11 03:08:25,504 - mmaction - INFO - Epoch [8][680/2640] lr: 1.000e-02, eta: 1 day, 2:11:17, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7273, loss_cls: 2.2788, loss: 2.2788, grad_norm: 6.2343 2020-10-11 03:08:42,079 - mmaction - INFO - Epoch [8][700/2640] lr: 1.000e-02, eta: 1 day, 2:10:59, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7258, loss_cls: 2.3074, loss: 2.3074, grad_norm: 6.0785 2020-10-11 03:08:58,602 - mmaction - INFO - Epoch [8][720/2640] lr: 1.000e-02, eta: 1 day, 2:10:42, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7133, loss_cls: 2.3968, loss: 2.3968, grad_norm: 5.9966 2020-10-11 03:09:15,245 - mmaction - INFO - Epoch [8][740/2640] lr: 1.000e-02, eta: 1 day, 2:10:24, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2104, loss: 2.2104, grad_norm: 6.1250 2020-10-11 03:09:31,783 - mmaction - INFO - Epoch [8][760/2640] lr: 1.000e-02, eta: 1 day, 2:10:07, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7211, loss_cls: 2.3188, loss: 2.3188, grad_norm: 6.0599 2020-10-11 03:09:48,163 - mmaction - INFO - Epoch [8][780/2640] lr: 1.000e-02, eta: 1 day, 2:09:48, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7125, loss_cls: 2.2743, loss: 2.2743, grad_norm: 6.4951 2020-10-11 03:10:04,777 - mmaction - INFO - Epoch [8][800/2640] lr: 1.000e-02, eta: 1 day, 2:09:31, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7234, loss_cls: 2.3309, loss: 2.3309, grad_norm: 5.9374 2020-10-11 03:10:21,129 - mmaction - INFO - Epoch [8][820/2640] lr: 1.000e-02, eta: 1 day, 2:09:12, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7367, loss_cls: 2.2141, loss: 2.2141, grad_norm: 6.1054 2020-10-11 03:10:37,730 - mmaction - INFO - Epoch [8][840/2640] lr: 1.000e-02, eta: 1 day, 2:08:55, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7242, loss_cls: 2.2440, loss: 2.2440, grad_norm: 6.0315 2020-10-11 03:10:54,298 - mmaction - INFO - Epoch [8][860/2640] lr: 1.000e-02, eta: 1 day, 2:08:37, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7414, loss_cls: 2.1962, loss: 2.1962, grad_norm: 6.1334 2020-10-11 03:11:10,804 - mmaction - INFO - Epoch [8][880/2640] lr: 1.000e-02, eta: 1 day, 2:08:19, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.3115, loss: 2.3115, grad_norm: 5.9916 2020-10-11 03:11:27,286 - mmaction - INFO - Epoch [8][900/2640] lr: 1.000e-02, eta: 1 day, 2:08:01, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7195, loss_cls: 2.2497, loss: 2.2497, grad_norm: 6.0012 2020-10-11 03:11:43,716 - mmaction - INFO - Epoch [8][920/2640] lr: 1.000e-02, eta: 1 day, 2:07:43, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7281, loss_cls: 2.2310, loss: 2.2310, grad_norm: 6.2592 2020-10-11 03:12:00,277 - mmaction - INFO - Epoch [8][940/2640] lr: 1.000e-02, eta: 1 day, 2:07:25, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7367, loss_cls: 2.1616, loss: 2.1616, grad_norm: 6.3868 2020-10-11 03:12:16,878 - mmaction - INFO - Epoch [8][960/2640] lr: 1.000e-02, eta: 1 day, 2:07:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7234, loss_cls: 2.2527, loss: 2.2527, grad_norm: 6.3002 2020-10-11 03:12:33,300 - mmaction - INFO - Epoch [8][980/2640] lr: 1.000e-02, eta: 1 day, 2:06:50, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7297, loss_cls: 2.2557, loss: 2.2557, grad_norm: 6.1835 2020-10-11 03:12:49,857 - mmaction - INFO - Epoch [8][1000/2640] lr: 1.000e-02, eta: 1 day, 2:06:32, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3432, loss: 2.3432, grad_norm: 6.0457 2020-10-11 03:13:06,452 - mmaction - INFO - Epoch [8][1020/2640] lr: 1.000e-02, eta: 1 day, 2:06:15, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.4266, top5_acc: 0.7102, loss_cls: 2.3336, loss: 2.3336, grad_norm: 6.2921 2020-10-11 03:13:22,790 - mmaction - INFO - Epoch [8][1040/2640] lr: 1.000e-02, eta: 1 day, 2:05:56, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4352, top5_acc: 0.6977, loss_cls: 2.3381, loss: 2.3381, grad_norm: 6.2529 2020-10-11 03:13:39,421 - mmaction - INFO - Epoch [8][1060/2640] lr: 1.000e-02, eta: 1 day, 2:05:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7148, loss_cls: 2.2872, loss: 2.2872, grad_norm: 5.6962 2020-10-11 03:13:55,826 - mmaction - INFO - Epoch [8][1080/2640] lr: 1.000e-02, eta: 1 day, 2:05:20, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7305, loss_cls: 2.1808, loss: 2.1808, grad_norm: 5.7378 2020-10-11 03:14:12,365 - mmaction - INFO - Epoch [8][1100/2640] lr: 1.000e-02, eta: 1 day, 2:05:03, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7164, loss_cls: 2.2552, loss: 2.2552, grad_norm: 5.8242 2020-10-11 03:14:28,803 - mmaction - INFO - Epoch [8][1120/2640] lr: 1.000e-02, eta: 1 day, 2:04:44, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7414, loss_cls: 2.2086, loss: 2.2086, grad_norm: 6.1631 2020-10-11 03:14:45,400 - mmaction - INFO - Epoch [8][1140/2640] lr: 1.000e-02, eta: 1 day, 2:04:27, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.2259, loss: 2.2259, grad_norm: 5.9413 2020-10-11 03:15:01,923 - mmaction - INFO - Epoch [8][1160/2640] lr: 1.000e-02, eta: 1 day, 2:04:09, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7367, loss_cls: 2.1932, loss: 2.1932, grad_norm: 6.1069 2020-10-11 03:15:18,709 - mmaction - INFO - Epoch [8][1180/2640] lr: 1.000e-02, eta: 1 day, 2:03:53, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7289, loss_cls: 2.2111, loss: 2.2111, grad_norm: 6.0312 2020-10-11 03:15:35,108 - mmaction - INFO - Epoch [8][1200/2640] lr: 1.000e-02, eta: 1 day, 2:03:35, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7258, loss_cls: 2.2219, loss: 2.2219, grad_norm: 5.9335 2020-10-11 03:15:51,488 - mmaction - INFO - Epoch [8][1220/2640] lr: 1.000e-02, eta: 1 day, 2:03:16, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7281, loss_cls: 2.2495, loss: 2.2495, grad_norm: 6.2654 2020-10-11 03:16:08,108 - mmaction - INFO - Epoch [8][1240/2640] lr: 1.000e-02, eta: 1 day, 2:02:59, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7320, loss_cls: 2.2089, loss: 2.2089, grad_norm: 6.0385 2020-10-11 03:16:24,508 - mmaction - INFO - Epoch [8][1260/2640] lr: 1.000e-02, eta: 1 day, 2:02:41, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7289, loss_cls: 2.2335, loss: 2.2335, grad_norm: 6.4329 2020-10-11 03:16:41,072 - mmaction - INFO - Epoch [8][1280/2640] lr: 1.000e-02, eta: 1 day, 2:02:23, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7375, loss_cls: 2.1769, loss: 2.1769, grad_norm: 6.1185 2020-10-11 03:16:57,449 - mmaction - INFO - Epoch [8][1300/2640] lr: 1.000e-02, eta: 1 day, 2:02:04, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4273, top5_acc: 0.7180, loss_cls: 2.3127, loss: 2.3127, grad_norm: 6.2826 2020-10-11 03:17:14,050 - mmaction - INFO - Epoch [8][1320/2640] lr: 1.000e-02, eta: 1 day, 2:01:47, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7359, loss_cls: 2.2016, loss: 2.2016, grad_norm: 5.7953 2020-10-11 03:17:30,409 - mmaction - INFO - Epoch [8][1340/2640] lr: 1.000e-02, eta: 1 day, 2:01:29, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7188, loss_cls: 2.2572, loss: 2.2572, grad_norm: 5.8404 2020-10-11 03:17:47,053 - mmaction - INFO - Epoch [8][1360/2640] lr: 1.000e-02, eta: 1 day, 2:01:11, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.3110, loss: 2.3110, grad_norm: 6.2601 2020-10-11 03:18:03,586 - mmaction - INFO - Epoch [8][1380/2640] lr: 1.000e-02, eta: 1 day, 2:00:54, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4359, top5_acc: 0.6961, loss_cls: 2.3389, loss: 2.3389, grad_norm: 5.8673 2020-10-11 03:18:19,999 - mmaction - INFO - Epoch [8][1400/2640] lr: 1.000e-02, eta: 1 day, 2:00:35, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7203, loss_cls: 2.2539, loss: 2.2539, grad_norm: 6.0237 2020-10-11 03:18:36,623 - mmaction - INFO - Epoch [8][1420/2640] lr: 1.000e-02, eta: 1 day, 2:00:18, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4313, top5_acc: 0.7227, loss_cls: 2.2770, loss: 2.2770, grad_norm: 5.9896 2020-10-11 03:18:52,975 - mmaction - INFO - Epoch [8][1440/2640] lr: 1.000e-02, eta: 1 day, 2:00:00, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7234, loss_cls: 2.2526, loss: 2.2526, grad_norm: 6.0363 2020-10-11 03:19:09,593 - mmaction - INFO - Epoch [8][1460/2640] lr: 1.000e-02, eta: 1 day, 1:59:42, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.2685, loss: 2.2685, grad_norm: 6.2193 2020-10-11 03:19:26,132 - mmaction - INFO - Epoch [8][1480/2640] lr: 1.000e-02, eta: 1 day, 1:59:25, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7266, loss_cls: 2.2899, loss: 2.2899, grad_norm: 5.8431 2020-10-11 03:19:42,728 - mmaction - INFO - Epoch [8][1500/2640] lr: 1.000e-02, eta: 1 day, 1:59:08, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7000, loss_cls: 2.3465, loss: 2.3465, grad_norm: 6.2287 2020-10-11 03:19:59,093 - mmaction - INFO - Epoch [8][1520/2640] lr: 1.000e-02, eta: 1 day, 1:58:49, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7305, loss_cls: 2.2667, loss: 2.2667, grad_norm: 6.0527 2020-10-11 03:20:15,514 - mmaction - INFO - Epoch [8][1540/2640] lr: 1.000e-02, eta: 1 day, 1:58:31, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7289, loss_cls: 2.1858, loss: 2.1858, grad_norm: 6.0173 2020-10-11 03:20:32,062 - mmaction - INFO - Epoch [8][1560/2640] lr: 1.000e-02, eta: 1 day, 1:58:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7312, loss_cls: 2.2351, loss: 2.2351, grad_norm: 6.4349 2020-10-11 03:20:48,684 - mmaction - INFO - Epoch [8][1580/2640] lr: 1.000e-02, eta: 1 day, 1:57:56, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.3457, loss: 2.3457, grad_norm: 6.0445 2020-10-11 03:21:05,084 - mmaction - INFO - Epoch [8][1600/2640] lr: 1.000e-02, eta: 1 day, 1:57:38, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7219, loss_cls: 2.2516, loss: 2.2516, grad_norm: 6.4272 2020-10-11 03:21:21,687 - mmaction - INFO - Epoch [8][1620/2640] lr: 1.000e-02, eta: 1 day, 1:57:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7227, loss_cls: 2.2409, loss: 2.2409, grad_norm: 6.0952 2020-10-11 03:21:38,058 - mmaction - INFO - Epoch [8][1640/2640] lr: 1.000e-02, eta: 1 day, 1:57:02, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4305, top5_acc: 0.6930, loss_cls: 2.3870, loss: 2.3870, grad_norm: 6.0389 2020-10-11 03:21:54,435 - mmaction - INFO - Epoch [8][1660/2640] lr: 1.000e-02, eta: 1 day, 1:56:43, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7242, loss_cls: 2.3030, loss: 2.3030, grad_norm: 6.2314 2020-10-11 03:22:10,918 - mmaction - INFO - Epoch [8][1680/2640] lr: 1.000e-02, eta: 1 day, 1:56:25, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.1504, loss: 2.1504, grad_norm: 5.7968 2020-10-11 03:22:27,420 - mmaction - INFO - Epoch [8][1700/2640] lr: 1.000e-02, eta: 1 day, 1:56:08, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7328, loss_cls: 2.1656, loss: 2.1656, grad_norm: 5.9467 2020-10-11 03:22:43,973 - mmaction - INFO - Epoch [8][1720/2640] lr: 1.000e-02, eta: 1 day, 1:55:50, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7383, loss_cls: 2.2649, loss: 2.2649, grad_norm: 6.1691 2020-10-11 03:23:00,350 - mmaction - INFO - Epoch [8][1740/2640] lr: 1.000e-02, eta: 1 day, 1:55:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4188, top5_acc: 0.7031, loss_cls: 2.3456, loss: 2.3456, grad_norm: 6.0751 2020-10-11 03:23:16,775 - mmaction - INFO - Epoch [8][1760/2640] lr: 1.000e-02, eta: 1 day, 1:55:13, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.4195, top5_acc: 0.7180, loss_cls: 2.3282, loss: 2.3282, grad_norm: 5.9954 2020-10-11 03:23:33,366 - mmaction - INFO - Epoch [8][1780/2640] lr: 1.000e-02, eta: 1 day, 1:54:56, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7172, loss_cls: 2.2610, loss: 2.2610, grad_norm: 6.2688 2020-10-11 03:23:49,704 - mmaction - INFO - Epoch [8][1800/2640] lr: 1.000e-02, eta: 1 day, 1:54:37, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7250, loss_cls: 2.2510, loss: 2.2510, grad_norm: 5.8858 2020-10-11 03:24:06,342 - mmaction - INFO - Epoch [8][1820/2640] lr: 1.000e-02, eta: 1 day, 1:54:20, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7406, loss_cls: 2.1888, loss: 2.1888, grad_norm: 5.7487 2020-10-11 03:24:22,683 - mmaction - INFO - Epoch [8][1840/2640] lr: 1.000e-02, eta: 1 day, 1:54:02, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4430, top5_acc: 0.7133, loss_cls: 2.3363, loss: 2.3363, grad_norm: 6.1939 2020-10-11 03:24:39,255 - mmaction - INFO - Epoch [8][1860/2640] lr: 1.000e-02, eta: 1 day, 1:53:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7367, loss_cls: 2.1807, loss: 2.1807, grad_norm: 6.0951 2020-10-11 03:24:55,923 - mmaction - INFO - Epoch [8][1880/2640] lr: 1.000e-02, eta: 1 day, 1:53:27, time: 0.833, data_time: 0.002, memory: 9800, top1_acc: 0.4391, top5_acc: 0.7109, loss_cls: 2.3360, loss: 2.3360, grad_norm: 6.0599 2020-10-11 03:25:12,467 - mmaction - INFO - Epoch [8][1900/2640] lr: 1.000e-02, eta: 1 day, 1:53:10, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4227, top5_acc: 0.7008, loss_cls: 2.3971, loss: 2.3971, grad_norm: 5.8871 2020-10-11 03:25:28,842 - mmaction - INFO - Epoch [8][1920/2640] lr: 1.000e-02, eta: 1 day, 1:52:51, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7438, loss_cls: 2.1776, loss: 2.1776, grad_norm: 6.1232 2020-10-11 03:25:45,445 - mmaction - INFO - Epoch [8][1940/2640] lr: 1.000e-02, eta: 1 day, 1:52:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7250, loss_cls: 2.2381, loss: 2.2381, grad_norm: 5.9820 2020-10-11 03:26:01,895 - mmaction - INFO - Epoch [8][1960/2640] lr: 1.000e-02, eta: 1 day, 1:52:16, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.1430, loss: 2.1430, grad_norm: 5.9756 2020-10-11 03:26:18,411 - mmaction - INFO - Epoch [8][1980/2640] lr: 1.000e-02, eta: 1 day, 1:51:59, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7289, loss_cls: 2.2382, loss: 2.2382, grad_norm: 6.3098 2020-10-11 03:26:34,812 - mmaction - INFO - Epoch [8][2000/2640] lr: 1.000e-02, eta: 1 day, 1:51:40, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.3041, loss: 2.3041, grad_norm: 5.9743 2020-10-11 03:26:51,200 - mmaction - INFO - Epoch [8][2020/2640] lr: 1.000e-02, eta: 1 day, 1:51:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.2533, loss: 2.2533, grad_norm: 6.1913 2020-10-11 03:27:07,822 - mmaction - INFO - Epoch [8][2040/2640] lr: 1.000e-02, eta: 1 day, 1:51:04, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7164, loss_cls: 2.2625, loss: 2.2625, grad_norm: 6.3053 2020-10-11 03:27:24,354 - mmaction - INFO - Epoch [8][2060/2640] lr: 1.000e-02, eta: 1 day, 1:50:47, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2033, loss: 2.2033, grad_norm: 6.2129 2020-10-11 03:27:41,066 - mmaction - INFO - Epoch [8][2080/2640] lr: 1.000e-02, eta: 1 day, 1:50:31, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7266, loss_cls: 2.2531, loss: 2.2531, grad_norm: 5.8251 2020-10-11 03:27:57,536 - mmaction - INFO - Epoch [8][2100/2640] lr: 1.000e-02, eta: 1 day, 1:50:13, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4469, top5_acc: 0.7367, loss_cls: 2.1946, loss: 2.1946, grad_norm: 6.3699 2020-10-11 03:28:13,914 - mmaction - INFO - Epoch [8][2120/2640] lr: 1.000e-02, eta: 1 day, 1:49:54, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7414, loss_cls: 2.1250, loss: 2.1250, grad_norm: 6.2397 2020-10-11 03:28:30,532 - mmaction - INFO - Epoch [8][2140/2640] lr: 1.000e-02, eta: 1 day, 1:49:37, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7359, loss_cls: 2.2472, loss: 2.2472, grad_norm: 6.2809 2020-10-11 03:28:46,891 - mmaction - INFO - Epoch [8][2160/2640] lr: 1.000e-02, eta: 1 day, 1:49:19, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4289, top5_acc: 0.7164, loss_cls: 2.3046, loss: 2.3046, grad_norm: 6.0607 2020-10-11 03:29:03,563 - mmaction - INFO - Epoch [8][2180/2640] lr: 1.000e-02, eta: 1 day, 1:49:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7273, loss_cls: 2.2580, loss: 2.2580, grad_norm: 6.1155 2020-10-11 03:29:20,055 - mmaction - INFO - Epoch [8][2200/2640] lr: 1.000e-02, eta: 1 day, 1:48:44, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4383, top5_acc: 0.7203, loss_cls: 2.2756, loss: 2.2756, grad_norm: 5.9440 2020-10-11 03:29:36,511 - mmaction - INFO - Epoch [8][2220/2640] lr: 1.000e-02, eta: 1 day, 1:48:26, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.2141, loss: 2.2141, grad_norm: 6.0990 2020-10-11 03:29:52,865 - mmaction - INFO - Epoch [8][2240/2640] lr: 1.000e-02, eta: 1 day, 1:48:07, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4398, top5_acc: 0.7023, loss_cls: 2.3488, loss: 2.3488, grad_norm: 6.0831 2020-10-11 03:30:09,449 - mmaction - INFO - Epoch [8][2260/2640] lr: 1.000e-02, eta: 1 day, 1:47:50, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.2826, loss: 2.2826, grad_norm: 6.1115 2020-10-11 03:30:25,799 - mmaction - INFO - Epoch [8][2280/2640] lr: 1.000e-02, eta: 1 day, 1:47:32, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7273, loss_cls: 2.2537, loss: 2.2537, grad_norm: 6.0297 2020-10-11 03:30:42,210 - mmaction - INFO - Epoch [8][2300/2640] lr: 1.000e-02, eta: 1 day, 1:47:13, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.1984, loss: 2.1984, grad_norm: 6.1449 2020-10-11 03:30:58,581 - mmaction - INFO - Epoch [8][2320/2640] lr: 1.000e-02, eta: 1 day, 1:46:55, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4219, top5_acc: 0.6953, loss_cls: 2.3400, loss: 2.3400, grad_norm: 5.9796 2020-10-11 03:31:15,012 - mmaction - INFO - Epoch [8][2340/2640] lr: 1.000e-02, eta: 1 day, 1:46:37, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.3088, loss: 2.3088, grad_norm: 5.9110 2020-10-11 03:31:31,538 - mmaction - INFO - Epoch [8][2360/2640] lr: 1.000e-02, eta: 1 day, 1:46:19, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.2647, loss: 2.2647, grad_norm: 5.9625 2020-10-11 03:31:48,012 - mmaction - INFO - Epoch [8][2380/2640] lr: 1.000e-02, eta: 1 day, 1:46:01, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7492, loss_cls: 2.1586, loss: 2.1586, grad_norm: 6.0698 2020-10-11 03:32:04,525 - mmaction - INFO - Epoch [8][2400/2640] lr: 1.000e-02, eta: 1 day, 1:45:44, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7211, loss_cls: 2.2254, loss: 2.2254, grad_norm: 6.2576 2020-10-11 03:32:21,135 - mmaction - INFO - Epoch [8][2420/2640] lr: 1.000e-02, eta: 1 day, 1:45:27, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4391, top5_acc: 0.6992, loss_cls: 2.3458, loss: 2.3458, grad_norm: 6.3055 2020-10-11 03:32:37,478 - mmaction - INFO - Epoch [8][2440/2640] lr: 1.000e-02, eta: 1 day, 1:45:08, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7312, loss_cls: 2.1641, loss: 2.1641, grad_norm: 6.0892 2020-10-11 03:32:53,945 - mmaction - INFO - Epoch [8][2460/2640] lr: 1.000e-02, eta: 1 day, 1:44:50, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7102, loss_cls: 2.2858, loss: 2.2858, grad_norm: 6.1403 2020-10-11 03:33:10,501 - mmaction - INFO - Epoch [8][2480/2640] lr: 1.000e-02, eta: 1 day, 1:44:33, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7133, loss_cls: 2.3302, loss: 2.3302, grad_norm: 6.0920 2020-10-11 03:33:27,063 - mmaction - INFO - Epoch [8][2500/2640] lr: 1.000e-02, eta: 1 day, 1:44:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7266, loss_cls: 2.1991, loss: 2.1991, grad_norm: 6.1846 2020-10-11 03:33:43,513 - mmaction - INFO - Epoch [8][2520/2640] lr: 1.000e-02, eta: 1 day, 1:43:57, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4266, top5_acc: 0.7039, loss_cls: 2.3161, loss: 2.3161, grad_norm: 6.0867 2020-10-11 03:33:59,902 - mmaction - INFO - Epoch [8][2540/2640] lr: 1.000e-02, eta: 1 day, 1:43:39, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4570, top5_acc: 0.7352, loss_cls: 2.1985, loss: 2.1985, grad_norm: 6.0603 2020-10-11 03:34:16,492 - mmaction - INFO - Epoch [8][2560/2640] lr: 1.000e-02, eta: 1 day, 1:43:22, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.3263, loss: 2.3263, grad_norm: 5.9668 2020-10-11 03:34:33,021 - mmaction - INFO - Epoch [8][2580/2640] lr: 1.000e-02, eta: 1 day, 1:43:04, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7258, loss_cls: 2.2265, loss: 2.2265, grad_norm: 5.9225 2020-10-11 03:34:49,427 - mmaction - INFO - Epoch [8][2600/2640] lr: 1.000e-02, eta: 1 day, 1:42:46, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7398, loss_cls: 2.2425, loss: 2.2425, grad_norm: 6.3711 2020-10-11 03:35:05,966 - mmaction - INFO - Epoch [8][2620/2640] lr: 1.000e-02, eta: 1 day, 1:42:29, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4242, top5_acc: 0.7188, loss_cls: 2.3273, loss: 2.3273, grad_norm: 6.4742 2020-10-11 03:35:21,895 - mmaction - INFO - Epoch [8][2640/2640] lr: 1.000e-02, eta: 1 day, 1:42:08, time: 0.796, data_time: 0.002, memory: 9800, top1_acc: 0.4266, top5_acc: 0.7202, loss_cls: 2.3083, loss: 2.3083, grad_norm: 6.0636 2020-10-11 03:35:22,315 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-11 03:35:52,488 - mmaction - INFO - Epoch [9][20/2640] lr: 1.000e-02, eta: 1 day, 1:42:57, time: 1.465, data_time: 0.608, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7336, loss_cls: 2.2352, loss: 2.2352, grad_norm: 6.3950 2020-10-11 03:36:08,839 - mmaction - INFO - Epoch [9][40/2640] lr: 1.000e-02, eta: 1 day, 1:42:39, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7461, loss_cls: 2.1809, loss: 2.1809, grad_norm: 5.9815 2020-10-11 03:36:25,280 - mmaction - INFO - Epoch [9][60/2640] lr: 1.000e-02, eta: 1 day, 1:42:21, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7656, loss_cls: 2.0493, loss: 2.0493, grad_norm: 6.3400 2020-10-11 03:36:41,644 - mmaction - INFO - Epoch [9][80/2640] lr: 1.000e-02, eta: 1 day, 1:42:02, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.2049, loss: 2.2049, grad_norm: 6.1144 2020-10-11 03:36:58,033 - mmaction - INFO - Epoch [9][100/2640] lr: 1.000e-02, eta: 1 day, 1:41:44, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7055, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.9608 2020-10-11 03:37:14,486 - mmaction - INFO - Epoch [9][120/2640] lr: 1.000e-02, eta: 1 day, 1:41:26, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7297, loss_cls: 2.1972, loss: 2.1972, grad_norm: 6.4481 2020-10-11 03:37:30,984 - mmaction - INFO - Epoch [9][140/2640] lr: 1.000e-02, eta: 1 day, 1:41:08, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7164, loss_cls: 2.2775, loss: 2.2775, grad_norm: 6.0972 2020-10-11 03:37:47,387 - mmaction - INFO - Epoch [9][160/2640] lr: 1.000e-02, eta: 1 day, 1:40:50, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4570, top5_acc: 0.7109, loss_cls: 2.2174, loss: 2.2174, grad_norm: 6.1305 2020-10-11 03:38:03,758 - mmaction - INFO - Epoch [9][180/2640] lr: 1.000e-02, eta: 1 day, 1:40:32, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4430, top5_acc: 0.7102, loss_cls: 2.2530, loss: 2.2530, grad_norm: 6.0439 2020-10-11 03:38:20,385 - mmaction - INFO - Epoch [9][200/2640] lr: 1.000e-02, eta: 1 day, 1:40:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4320, top5_acc: 0.7305, loss_cls: 2.2566, loss: 2.2566, grad_norm: 6.0363 2020-10-11 03:38:36,976 - mmaction - INFO - Epoch [9][220/2640] lr: 1.000e-02, eta: 1 day, 1:39:57, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7211, loss_cls: 2.2883, loss: 2.2883, grad_norm: 6.0709 2020-10-11 03:38:53,324 - mmaction - INFO - Epoch [9][240/2640] lr: 1.000e-02, eta: 1 day, 1:39:39, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7344, loss_cls: 2.1539, loss: 2.1539, grad_norm: 6.0855 2020-10-11 03:39:09,809 - mmaction - INFO - Epoch [9][260/2640] lr: 1.000e-02, eta: 1 day, 1:39:21, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7414, loss_cls: 2.1541, loss: 2.1541, grad_norm: 5.7952 2020-10-11 03:39:26,300 - mmaction - INFO - Epoch [9][280/2640] lr: 1.000e-02, eta: 1 day, 1:39:03, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7266, loss_cls: 2.2910, loss: 2.2910, grad_norm: 6.2834 2020-10-11 03:39:42,881 - mmaction - INFO - Epoch [9][300/2640] lr: 1.000e-02, eta: 1 day, 1:38:46, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7391, loss_cls: 2.1659, loss: 2.1659, grad_norm: 5.9446 2020-10-11 03:39:59,287 - mmaction - INFO - Epoch [9][320/2640] lr: 1.000e-02, eta: 1 day, 1:38:28, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7414, loss_cls: 2.1780, loss: 2.1780, grad_norm: 6.0834 2020-10-11 03:40:15,739 - mmaction - INFO - Epoch [9][340/2640] lr: 1.000e-02, eta: 1 day, 1:38:10, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.2608, loss: 2.2608, grad_norm: 6.0496 2020-10-11 03:40:32,257 - mmaction - INFO - Epoch [9][360/2640] lr: 1.000e-02, eta: 1 day, 1:37:52, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7188, loss_cls: 2.2466, loss: 2.2466, grad_norm: 6.2537 2020-10-11 03:40:48,897 - mmaction - INFO - Epoch [9][380/2640] lr: 1.000e-02, eta: 1 day, 1:37:35, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7406, loss_cls: 2.1794, loss: 2.1794, grad_norm: 6.3044 2020-10-11 03:41:05,215 - mmaction - INFO - Epoch [9][400/2640] lr: 1.000e-02, eta: 1 day, 1:37:16, time: 0.815, data_time: 0.004, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.2883, loss: 2.2883, grad_norm: 6.7343 2020-10-11 03:41:21,855 - mmaction - INFO - Epoch [9][420/2640] lr: 1.000e-02, eta: 1 day, 1:36:59, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7328, loss_cls: 2.2375, loss: 2.2375, grad_norm: 6.2904 2020-10-11 03:41:38,432 - mmaction - INFO - Epoch [9][440/2640] lr: 1.000e-02, eta: 1 day, 1:36:42, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7172, loss_cls: 2.2436, loss: 2.2436, grad_norm: 6.1732 2020-10-11 03:41:54,956 - mmaction - INFO - Epoch [9][460/2640] lr: 1.000e-02, eta: 1 day, 1:36:25, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7352, loss_cls: 2.1557, loss: 2.1557, grad_norm: 6.2961 2020-10-11 03:42:11,375 - mmaction - INFO - Epoch [9][480/2640] lr: 1.000e-02, eta: 1 day, 1:36:06, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4344, top5_acc: 0.7219, loss_cls: 2.3023, loss: 2.3023, grad_norm: 6.1787 2020-10-11 03:42:27,822 - mmaction - INFO - Epoch [9][500/2640] lr: 1.000e-02, eta: 1 day, 1:35:48, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7250, loss_cls: 2.1914, loss: 2.1914, grad_norm: 6.1342 2020-10-11 03:42:44,372 - mmaction - INFO - Epoch [9][520/2640] lr: 1.000e-02, eta: 1 day, 1:35:31, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7391, loss_cls: 2.1959, loss: 2.1959, grad_norm: 6.5477 2020-10-11 03:43:00,872 - mmaction - INFO - Epoch [9][540/2640] lr: 1.000e-02, eta: 1 day, 1:35:13, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7398, loss_cls: 2.2145, loss: 2.2145, grad_norm: 6.2113 2020-10-11 03:43:17,331 - mmaction - INFO - Epoch [9][560/2640] lr: 1.000e-02, eta: 1 day, 1:34:55, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.4273, top5_acc: 0.7117, loss_cls: 2.3144, loss: 2.3144, grad_norm: 6.3614 2020-10-11 03:43:33,750 - mmaction - INFO - Epoch [9][580/2640] lr: 1.000e-02, eta: 1 day, 1:34:37, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.1984, loss: 2.1984, grad_norm: 6.2566 2020-10-11 03:43:50,082 - mmaction - INFO - Epoch [9][600/2640] lr: 1.000e-02, eta: 1 day, 1:34:19, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.2167, loss: 2.2167, grad_norm: 5.8620 2020-10-11 03:44:06,549 - mmaction - INFO - Epoch [9][620/2640] lr: 1.000e-02, eta: 1 day, 1:34:01, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7398, loss_cls: 2.1632, loss: 2.1632, grad_norm: 6.3368 2020-10-11 03:44:22,932 - mmaction - INFO - Epoch [9][640/2640] lr: 1.000e-02, eta: 1 day, 1:33:43, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7133, loss_cls: 2.2698, loss: 2.2698, grad_norm: 6.2723 2020-10-11 03:44:39,488 - mmaction - INFO - Epoch [9][660/2640] lr: 1.000e-02, eta: 1 day, 1:33:25, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4500, top5_acc: 0.7383, loss_cls: 2.2051, loss: 2.2051, grad_norm: 6.1300 2020-10-11 03:44:55,839 - mmaction - INFO - Epoch [9][680/2640] lr: 1.000e-02, eta: 1 day, 1:33:07, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7180, loss_cls: 2.2425, loss: 2.2425, grad_norm: 6.4390 2020-10-11 03:45:12,461 - mmaction - INFO - Epoch [9][700/2640] lr: 1.000e-02, eta: 1 day, 1:32:50, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7109, loss_cls: 2.3034, loss: 2.3034, grad_norm: 6.0120 2020-10-11 03:45:28,831 - mmaction - INFO - Epoch [9][720/2640] lr: 1.000e-02, eta: 1 day, 1:32:31, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7172, loss_cls: 2.3111, loss: 2.3111, grad_norm: 6.0833 2020-10-11 03:45:45,475 - mmaction - INFO - Epoch [9][740/2640] lr: 1.000e-02, eta: 1 day, 1:32:14, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7328, loss_cls: 2.2097, loss: 2.2097, grad_norm: 5.9792 2020-10-11 03:46:01,996 - mmaction - INFO - Epoch [9][760/2640] lr: 1.000e-02, eta: 1 day, 1:31:57, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7359, loss_cls: 2.2236, loss: 2.2236, grad_norm: 6.4222 2020-10-11 03:46:18,589 - mmaction - INFO - Epoch [9][780/2640] lr: 1.000e-02, eta: 1 day, 1:31:40, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7367, loss_cls: 2.1915, loss: 2.1915, grad_norm: 6.2581 2020-10-11 03:46:35,024 - mmaction - INFO - Epoch [9][800/2640] lr: 1.000e-02, eta: 1 day, 1:31:22, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2075, loss: 2.2075, grad_norm: 6.0697 2020-10-11 03:46:51,353 - mmaction - INFO - Epoch [9][820/2640] lr: 1.000e-02, eta: 1 day, 1:31:03, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.4583 2020-10-11 03:47:07,814 - mmaction - INFO - Epoch [9][840/2640] lr: 1.000e-02, eta: 1 day, 1:30:45, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7484, loss_cls: 2.1633, loss: 2.1633, grad_norm: 6.1334 2020-10-11 03:47:24,317 - mmaction - INFO - Epoch [9][860/2640] lr: 1.000e-02, eta: 1 day, 1:30:28, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2094, loss: 2.2094, grad_norm: 5.9887 2020-10-11 03:47:40,910 - mmaction - INFO - Epoch [9][880/2640] lr: 1.000e-02, eta: 1 day, 1:30:10, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7344, loss_cls: 2.2101, loss: 2.2101, grad_norm: 6.1474 2020-10-11 03:47:57,296 - mmaction - INFO - Epoch [9][900/2640] lr: 1.000e-02, eta: 1 day, 1:29:52, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7422, loss_cls: 2.1825, loss: 2.1825, grad_norm: 6.4821 2020-10-11 03:48:13,704 - mmaction - INFO - Epoch [9][920/2640] lr: 1.000e-02, eta: 1 day, 1:29:34, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7172, loss_cls: 2.2776, loss: 2.2776, grad_norm: 6.1129 2020-10-11 03:48:30,253 - mmaction - INFO - Epoch [9][940/2640] lr: 1.000e-02, eta: 1 day, 1:29:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2195, loss: 2.2195, grad_norm: 5.9182 2020-10-11 03:48:46,859 - mmaction - INFO - Epoch [9][960/2640] lr: 1.000e-02, eta: 1 day, 1:29:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4352, top5_acc: 0.7203, loss_cls: 2.2926, loss: 2.2926, grad_norm: 6.2881 2020-10-11 03:49:03,234 - mmaction - INFO - Epoch [9][980/2640] lr: 1.000e-02, eta: 1 day, 1:28:41, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7617, loss_cls: 2.1466, loss: 2.1466, grad_norm: 6.1873 2020-10-11 03:49:19,662 - mmaction - INFO - Epoch [9][1000/2640] lr: 1.000e-02, eta: 1 day, 1:28:23, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.1981, loss: 2.1981, grad_norm: 6.2026 2020-10-11 03:49:36,230 - mmaction - INFO - Epoch [9][1020/2640] lr: 1.000e-02, eta: 1 day, 1:28:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7195, loss_cls: 2.2861, loss: 2.2861, grad_norm: 6.2590 2020-10-11 03:49:52,592 - mmaction - INFO - Epoch [9][1040/2640] lr: 1.000e-02, eta: 1 day, 1:27:48, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7203, loss_cls: 2.2896, loss: 2.2896, grad_norm: 6.2378 2020-10-11 03:50:09,242 - mmaction - INFO - Epoch [9][1060/2640] lr: 1.000e-02, eta: 1 day, 1:27:31, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2889, loss: 2.2889, grad_norm: 6.0108 2020-10-11 03:50:25,762 - mmaction - INFO - Epoch [9][1080/2640] lr: 1.000e-02, eta: 1 day, 1:27:13, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.2343, loss: 2.2343, grad_norm: 6.0441 2020-10-11 03:50:42,170 - mmaction - INFO - Epoch [9][1100/2640] lr: 1.000e-02, eta: 1 day, 1:26:55, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.1867, loss: 2.1867, grad_norm: 6.2359 2020-10-11 03:50:58,572 - mmaction - INFO - Epoch [9][1120/2640] lr: 1.000e-02, eta: 1 day, 1:26:37, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.1570, loss: 2.1570, grad_norm: 6.1905 2020-10-11 03:51:14,979 - mmaction - INFO - Epoch [9][1140/2640] lr: 1.000e-02, eta: 1 day, 1:26:19, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7414, loss_cls: 2.1458, loss: 2.1458, grad_norm: 6.0957 2020-10-11 03:51:31,569 - mmaction - INFO - Epoch [9][1160/2640] lr: 1.000e-02, eta: 1 day, 1:26:02, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7398, loss_cls: 2.1877, loss: 2.1877, grad_norm: 6.2790 2020-10-11 03:51:47,921 - mmaction - INFO - Epoch [9][1180/2640] lr: 1.000e-02, eta: 1 day, 1:25:43, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7484, loss_cls: 2.1805, loss: 2.1805, grad_norm: 6.1183 2020-10-11 03:52:04,517 - mmaction - INFO - Epoch [9][1200/2640] lr: 1.000e-02, eta: 1 day, 1:25:26, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7398, loss_cls: 2.1666, loss: 2.1666, grad_norm: 6.0174 2020-10-11 03:52:21,071 - mmaction - INFO - Epoch [9][1220/2640] lr: 1.000e-02, eta: 1 day, 1:25:09, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7242, loss_cls: 2.2360, loss: 2.2360, grad_norm: 6.3213 2020-10-11 03:52:37,489 - mmaction - INFO - Epoch [9][1240/2640] lr: 1.000e-02, eta: 1 day, 1:24:51, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7211, loss_cls: 2.2194, loss: 2.2194, grad_norm: 6.1485 2020-10-11 03:52:53,884 - mmaction - INFO - Epoch [9][1260/2640] lr: 1.000e-02, eta: 1 day, 1:24:33, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7305, loss_cls: 2.2601, loss: 2.2601, grad_norm: 6.1426 2020-10-11 03:53:10,285 - mmaction - INFO - Epoch [9][1280/2640] lr: 1.000e-02, eta: 1 day, 1:24:14, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.1264, loss: 2.1264, grad_norm: 6.0636 2020-10-11 03:53:26,863 - mmaction - INFO - Epoch [9][1300/2640] lr: 1.000e-02, eta: 1 day, 1:23:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7023, loss_cls: 2.2731, loss: 2.2731, grad_norm: 6.1406 2020-10-11 03:53:43,448 - mmaction - INFO - Epoch [9][1320/2640] lr: 1.000e-02, eta: 1 day, 1:23:40, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7055, loss_cls: 2.3633, loss: 2.3633, grad_norm: 6.2311 2020-10-11 03:53:59,804 - mmaction - INFO - Epoch [9][1340/2640] lr: 1.000e-02, eta: 1 day, 1:23:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7320, loss_cls: 2.2030, loss: 2.2030, grad_norm: 6.0229 2020-10-11 03:54:16,309 - mmaction - INFO - Epoch [9][1360/2640] lr: 1.000e-02, eta: 1 day, 1:23:04, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7305, loss_cls: 2.1893, loss: 2.1893, grad_norm: 6.3272 2020-10-11 03:54:32,775 - mmaction - INFO - Epoch [9][1380/2640] lr: 1.000e-02, eta: 1 day, 1:22:47, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7383, loss_cls: 2.1520, loss: 2.1520, grad_norm: 6.2478 2020-10-11 03:54:49,214 - mmaction - INFO - Epoch [9][1400/2640] lr: 1.000e-02, eta: 1 day, 1:22:28, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7258, loss_cls: 2.2766, loss: 2.2766, grad_norm: 6.3561 2020-10-11 03:55:05,764 - mmaction - INFO - Epoch [9][1420/2640] lr: 1.000e-02, eta: 1 day, 1:22:11, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7180, loss_cls: 2.3020, loss: 2.3020, grad_norm: 6.1240 2020-10-11 03:55:22,365 - mmaction - INFO - Epoch [9][1440/2640] lr: 1.000e-02, eta: 1 day, 1:21:54, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.2649, loss: 2.2649, grad_norm: 6.4440 2020-10-11 03:55:38,941 - mmaction - INFO - Epoch [9][1460/2640] lr: 1.000e-02, eta: 1 day, 1:21:37, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7086, loss_cls: 2.2658, loss: 2.2658, grad_norm: 6.2706 2020-10-11 03:55:55,361 - mmaction - INFO - Epoch [9][1480/2640] lr: 1.000e-02, eta: 1 day, 1:21:19, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7281, loss_cls: 2.2599, loss: 2.2599, grad_norm: 6.1896 2020-10-11 03:56:11,940 - mmaction - INFO - Epoch [9][1500/2640] lr: 1.000e-02, eta: 1 day, 1:21:02, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7375, loss_cls: 2.2084, loss: 2.2084, grad_norm: 6.1840 2020-10-11 03:56:28,302 - mmaction - INFO - Epoch [9][1520/2640] lr: 1.000e-02, eta: 1 day, 1:20:44, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4281, top5_acc: 0.7133, loss_cls: 2.2936, loss: 2.2936, grad_norm: 6.1195 2020-10-11 03:56:44,707 - mmaction - INFO - Epoch [9][1540/2640] lr: 1.000e-02, eta: 1 day, 1:20:25, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2141, loss: 2.2141, grad_norm: 6.0539 2020-10-11 03:57:01,062 - mmaction - INFO - Epoch [9][1560/2640] lr: 1.000e-02, eta: 1 day, 1:20:07, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.1882, loss: 2.1882, grad_norm: 6.1056 2020-10-11 03:57:17,689 - mmaction - INFO - Epoch [9][1580/2640] lr: 1.000e-02, eta: 1 day, 1:19:50, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7250, loss_cls: 2.2741, loss: 2.2741, grad_norm: 6.0477 2020-10-11 03:57:34,178 - mmaction - INFO - Epoch [9][1600/2640] lr: 1.000e-02, eta: 1 day, 1:19:32, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7281, loss_cls: 2.2693, loss: 2.2693, grad_norm: 6.1204 2020-10-11 03:57:50,633 - mmaction - INFO - Epoch [9][1620/2640] lr: 1.000e-02, eta: 1 day, 1:19:15, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7477, loss_cls: 2.1663, loss: 2.1663, grad_norm: 6.2588 2020-10-11 03:58:07,160 - mmaction - INFO - Epoch [9][1640/2640] lr: 1.000e-02, eta: 1 day, 1:18:57, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1552, loss: 2.1552, grad_norm: 6.1209 2020-10-11 03:58:23,635 - mmaction - INFO - Epoch [9][1660/2640] lr: 1.000e-02, eta: 1 day, 1:18:40, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.2452, loss: 2.2452, grad_norm: 6.1777 2020-10-11 03:58:40,119 - mmaction - INFO - Epoch [9][1680/2640] lr: 1.000e-02, eta: 1 day, 1:18:22, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1160, loss: 2.1160, grad_norm: 6.2630 2020-10-11 03:58:56,622 - mmaction - INFO - Epoch [9][1700/2640] lr: 1.000e-02, eta: 1 day, 1:18:04, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7336, loss_cls: 2.2176, loss: 2.2176, grad_norm: 6.1535 2020-10-11 03:59:13,199 - mmaction - INFO - Epoch [9][1720/2640] lr: 1.000e-02, eta: 1 day, 1:17:47, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.1673, loss: 2.1673, grad_norm: 5.9167 2020-10-11 03:59:29,745 - mmaction - INFO - Epoch [9][1740/2640] lr: 1.000e-02, eta: 1 day, 1:17:30, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7172, loss_cls: 2.2820, loss: 2.2820, grad_norm: 6.0586 2020-10-11 03:59:46,198 - mmaction - INFO - Epoch [9][1760/2640] lr: 1.000e-02, eta: 1 day, 1:17:12, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7367, loss_cls: 2.1577, loss: 2.1577, grad_norm: 5.9739 2020-10-11 04:00:04,113 - mmaction - INFO - Epoch [9][1780/2640] lr: 1.000e-02, eta: 1 day, 1:17:01, time: 0.893, data_time: 0.004, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7258, loss_cls: 2.2339, loss: 2.2339, grad_norm: 6.4184 2020-10-11 04:00:20,747 - mmaction - INFO - Epoch [9][1800/2640] lr: 1.000e-02, eta: 1 day, 1:16:44, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7312, loss_cls: 2.2473, loss: 2.2473, grad_norm: 6.1220 2020-10-11 04:00:37,113 - mmaction - INFO - Epoch [9][1820/2640] lr: 1.000e-02, eta: 1 day, 1:16:26, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1778, loss: 2.1778, grad_norm: 6.1982 2020-10-11 04:00:53,539 - mmaction - INFO - Epoch [9][1840/2640] lr: 1.000e-02, eta: 1 day, 1:16:08, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7250, loss_cls: 2.2268, loss: 2.2268, grad_norm: 6.1336 2020-10-11 04:01:10,164 - mmaction - INFO - Epoch [9][1860/2640] lr: 1.000e-02, eta: 1 day, 1:15:51, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7555, loss_cls: 2.1743, loss: 2.1743, grad_norm: 6.1243 2020-10-11 04:01:26,700 - mmaction - INFO - Epoch [9][1880/2640] lr: 1.000e-02, eta: 1 day, 1:15:34, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7141, loss_cls: 2.2782, loss: 2.2782, grad_norm: 6.4459 2020-10-11 04:01:43,235 - mmaction - INFO - Epoch [9][1900/2640] lr: 1.000e-02, eta: 1 day, 1:15:16, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2050, loss: 2.2050, grad_norm: 5.6884 2020-10-11 04:01:59,698 - mmaction - INFO - Epoch [9][1920/2640] lr: 1.000e-02, eta: 1 day, 1:14:59, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7391, loss_cls: 2.1902, loss: 2.1902, grad_norm: 6.1675 2020-10-11 04:02:16,184 - mmaction - INFO - Epoch [9][1940/2640] lr: 1.000e-02, eta: 1 day, 1:14:41, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7523, loss_cls: 2.1124, loss: 2.1124, grad_norm: 6.2981 2020-10-11 04:02:32,678 - mmaction - INFO - Epoch [9][1960/2640] lr: 1.000e-02, eta: 1 day, 1:14:23, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7297, loss_cls: 2.1770, loss: 2.1770, grad_norm: 5.9904 2020-10-11 04:02:49,252 - mmaction - INFO - Epoch [9][1980/2640] lr: 1.000e-02, eta: 1 day, 1:14:06, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4406, top5_acc: 0.7055, loss_cls: 2.3092, loss: 2.3092, grad_norm: 6.3202 2020-10-11 04:03:05,615 - mmaction - INFO - Epoch [9][2000/2640] lr: 1.000e-02, eta: 1 day, 1:13:48, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7398, loss_cls: 2.1886, loss: 2.1886, grad_norm: 6.1665 2020-10-11 04:03:22,064 - mmaction - INFO - Epoch [9][2020/2640] lr: 1.000e-02, eta: 1 day, 1:13:30, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7352, loss_cls: 2.1762, loss: 2.1762, grad_norm: 5.9795 2020-10-11 04:03:38,691 - mmaction - INFO - Epoch [9][2040/2640] lr: 1.000e-02, eta: 1 day, 1:13:13, time: 0.835, data_time: 0.007, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7281, loss_cls: 2.1963, loss: 2.1963, grad_norm: 6.0439 2020-10-11 04:03:54,994 - mmaction - INFO - Epoch [9][2060/2640] lr: 1.000e-02, eta: 1 day, 1:12:55, time: 0.815, data_time: 0.002, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7336, loss_cls: 2.1778, loss: 2.1778, grad_norm: 6.2990 2020-10-11 04:04:12,011 - mmaction - INFO - Epoch [9][2080/2640] lr: 1.000e-02, eta: 1 day, 1:12:40, time: 0.850, data_time: 0.004, memory: 9800, top1_acc: 0.4383, top5_acc: 0.7195, loss_cls: 2.2745, loss: 2.2745, grad_norm: 6.0228 2020-10-11 04:04:29,235 - mmaction - INFO - Epoch [9][2100/2640] lr: 1.000e-02, eta: 1 day, 1:12:26, time: 0.861, data_time: 0.004, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7203, loss_cls: 2.2047, loss: 2.2047, grad_norm: 6.1094 2020-10-11 04:04:45,802 - mmaction - INFO - Epoch [9][2120/2640] lr: 1.000e-02, eta: 1 day, 1:12:08, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7383, loss_cls: 2.2154, loss: 2.2154, grad_norm: 6.1593 2020-10-11 04:05:02,188 - mmaction - INFO - Epoch [9][2140/2640] lr: 1.000e-02, eta: 1 day, 1:11:50, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7234, loss_cls: 2.2322, loss: 2.2322, grad_norm: 6.2721 2020-10-11 04:05:18,554 - mmaction - INFO - Epoch [9][2160/2640] lr: 1.000e-02, eta: 1 day, 1:11:32, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7156, loss_cls: 2.2287, loss: 2.2287, grad_norm: 6.0858 2020-10-11 04:05:35,033 - mmaction - INFO - Epoch [9][2180/2640] lr: 1.000e-02, eta: 1 day, 1:11:14, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.4422, top5_acc: 0.7281, loss_cls: 2.2814, loss: 2.2814, grad_norm: 5.8769 2020-10-11 04:05:51,505 - mmaction - INFO - Epoch [9][2200/2640] lr: 1.000e-02, eta: 1 day, 1:10:57, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4570, top5_acc: 0.7164, loss_cls: 2.2610, loss: 2.2610, grad_norm: 6.2687 2020-10-11 04:06:07,935 - mmaction - INFO - Epoch [9][2220/2640] lr: 1.000e-02, eta: 1 day, 1:10:39, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7414, loss_cls: 2.1931, loss: 2.1931, grad_norm: 6.1394 2020-10-11 04:06:24,290 - mmaction - INFO - Epoch [9][2240/2640] lr: 1.000e-02, eta: 1 day, 1:10:21, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7445, loss_cls: 2.1297, loss: 2.1297, grad_norm: 6.1915 2020-10-11 04:06:40,856 - mmaction - INFO - Epoch [9][2260/2640] lr: 1.000e-02, eta: 1 day, 1:10:03, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.2766, loss: 2.2766, grad_norm: 6.0741 2020-10-11 04:06:57,285 - mmaction - INFO - Epoch [9][2280/2640] lr: 1.000e-02, eta: 1 day, 1:09:46, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7359, loss_cls: 2.1817, loss: 2.1817, grad_norm: 6.1813 2020-10-11 04:07:13,715 - mmaction - INFO - Epoch [9][2300/2640] lr: 1.000e-02, eta: 1 day, 1:09:28, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7344, loss_cls: 2.1976, loss: 2.1976, grad_norm: 6.0881 2020-10-11 04:07:30,230 - mmaction - INFO - Epoch [9][2320/2640] lr: 1.000e-02, eta: 1 day, 1:09:10, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7453, loss_cls: 2.1996, loss: 2.1996, grad_norm: 6.2736 2020-10-11 04:07:46,667 - mmaction - INFO - Epoch [9][2340/2640] lr: 1.000e-02, eta: 1 day, 1:08:52, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.2706, loss: 2.2706, grad_norm: 6.1687 2020-10-11 04:08:03,199 - mmaction - INFO - Epoch [9][2360/2640] lr: 1.000e-02, eta: 1 day, 1:08:35, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4500, top5_acc: 0.7219, loss_cls: 2.3008, loss: 2.3008, grad_norm: 6.0363 2020-10-11 04:08:19,754 - mmaction - INFO - Epoch [9][2380/2640] lr: 1.000e-02, eta: 1 day, 1:08:18, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4289, top5_acc: 0.7172, loss_cls: 2.2927, loss: 2.2927, grad_norm: 6.2452 2020-10-11 04:08:36,199 - mmaction - INFO - Epoch [9][2400/2640] lr: 1.000e-02, eta: 1 day, 1:08:00, time: 0.825, data_time: 0.007, memory: 9800, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.3298, loss: 2.3298, grad_norm: 6.2299 2020-10-11 04:08:52,567 - mmaction - INFO - Epoch [9][2420/2640] lr: 1.000e-02, eta: 1 day, 1:07:42, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7352, loss_cls: 2.1955, loss: 2.1955, grad_norm: 6.3473 2020-10-11 04:09:09,007 - mmaction - INFO - Epoch [9][2440/2640] lr: 1.000e-02, eta: 1 day, 1:07:24, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7297, loss_cls: 2.1854, loss: 2.1854, grad_norm: 6.1409 2020-10-11 04:09:25,334 - mmaction - INFO - Epoch [9][2460/2640] lr: 1.000e-02, eta: 1 day, 1:07:06, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.1960, loss: 2.1960, grad_norm: 6.1397 2020-10-11 04:09:41,723 - mmaction - INFO - Epoch [9][2480/2640] lr: 1.000e-02, eta: 1 day, 1:06:48, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.1866, loss: 2.1866, grad_norm: 6.4955 2020-10-11 04:09:58,120 - mmaction - INFO - Epoch [9][2500/2640] lr: 1.000e-02, eta: 1 day, 1:06:30, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7344, loss_cls: 2.1673, loss: 2.1673, grad_norm: 5.9556 2020-10-11 04:10:14,681 - mmaction - INFO - Epoch [9][2520/2640] lr: 1.000e-02, eta: 1 day, 1:06:12, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7578, loss_cls: 2.1266, loss: 2.1266, grad_norm: 6.0488 2020-10-11 04:10:31,079 - mmaction - INFO - Epoch [9][2540/2640] lr: 1.000e-02, eta: 1 day, 1:05:55, time: 0.823, data_time: 0.008, memory: 9800, top1_acc: 0.4281, top5_acc: 0.6984, loss_cls: 2.3718, loss: 2.3718, grad_norm: 5.8622 2020-10-11 04:10:47,526 - mmaction - INFO - Epoch [9][2560/2640] lr: 1.000e-02, eta: 1 day, 1:05:37, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7375, loss_cls: 2.1733, loss: 2.1733, grad_norm: 6.3558 2020-10-11 04:11:04,045 - mmaction - INFO - Epoch [9][2580/2640] lr: 1.000e-02, eta: 1 day, 1:05:19, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4211, top5_acc: 0.7188, loss_cls: 2.2806, loss: 2.2806, grad_norm: 6.4934 2020-10-11 04:11:20,464 - mmaction - INFO - Epoch [9][2600/2640] lr: 1.000e-02, eta: 1 day, 1:05:01, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2765, loss: 2.2765, grad_norm: 6.4530 2020-10-11 04:11:37,466 - mmaction - INFO - Epoch [9][2620/2640] lr: 1.000e-02, eta: 1 day, 1:04:46, time: 0.851, data_time: 0.005, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7227, loss_cls: 2.2328, loss: 2.2328, grad_norm: 6.0552 2020-10-11 04:11:53,362 - mmaction - INFO - Epoch [9][2640/2640] lr: 1.000e-02, eta: 1 day, 1:04:26, time: 0.795, data_time: 0.002, memory: 9800, top1_acc: 0.4524, top5_acc: 0.7226, loss_cls: 2.2290, loss: 2.2290, grad_norm: 6.2353 2020-10-11 04:11:53,749 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-10-11 04:12:25,207 - mmaction - INFO - Epoch [10][20/2640] lr: 1.000e-02, eta: 1 day, 1:05:10, time: 1.504, data_time: 0.647, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7211, loss_cls: 2.2728, loss: 2.2728, grad_norm: 6.2653 2020-10-11 04:12:41,540 - mmaction - INFO - Epoch [10][40/2640] lr: 1.000e-02, eta: 1 day, 1:04:52, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7445, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.9715 2020-10-11 04:12:57,908 - mmaction - INFO - Epoch [10][60/2640] lr: 1.000e-02, eta: 1 day, 1:04:34, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4477, top5_acc: 0.7188, loss_cls: 2.2711, loss: 2.2711, grad_norm: 5.9280 2020-10-11 04:13:14,321 - mmaction - INFO - Epoch [10][80/2640] lr: 1.000e-02, eta: 1 day, 1:04:16, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.1269, loss: 2.1269, grad_norm: 5.9571 2020-10-11 04:13:30,725 - mmaction - INFO - Epoch [10][100/2640] lr: 1.000e-02, eta: 1 day, 1:03:58, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7789, loss_cls: 2.0881, loss: 2.0881, grad_norm: 6.2198 2020-10-11 04:13:47,068 - mmaction - INFO - Epoch [10][120/2640] lr: 1.000e-02, eta: 1 day, 1:03:40, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7445, loss_cls: 2.1579, loss: 2.1579, grad_norm: 6.2835 2020-10-11 04:14:03,496 - mmaction - INFO - Epoch [10][140/2640] lr: 1.000e-02, eta: 1 day, 1:03:22, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7477, loss_cls: 2.1556, loss: 2.1556, grad_norm: 6.2194 2020-10-11 04:14:19,853 - mmaction - INFO - Epoch [10][160/2640] lr: 1.000e-02, eta: 1 day, 1:03:04, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7336, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.2133 2020-10-11 04:14:36,235 - mmaction - INFO - Epoch [10][180/2640] lr: 1.000e-02, eta: 1 day, 1:02:46, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7547, loss_cls: 2.1147, loss: 2.1147, grad_norm: 6.0757 2020-10-11 04:14:52,641 - mmaction - INFO - Epoch [10][200/2640] lr: 1.000e-02, eta: 1 day, 1:02:28, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.1480, loss: 2.1480, grad_norm: 6.2408 2020-10-11 04:15:09,260 - mmaction - INFO - Epoch [10][220/2640] lr: 1.000e-02, eta: 1 day, 1:02:11, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7586, loss_cls: 2.1427, loss: 2.1427, grad_norm: 6.1556 2020-10-11 04:15:25,585 - mmaction - INFO - Epoch [10][240/2640] lr: 1.000e-02, eta: 1 day, 1:01:52, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2111, loss: 2.2111, grad_norm: 6.3205 2020-10-11 04:15:42,097 - mmaction - INFO - Epoch [10][260/2640] lr: 1.000e-02, eta: 1 day, 1:01:35, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1073, loss: 2.1073, grad_norm: 6.2978 2020-10-11 04:15:58,584 - mmaction - INFO - Epoch [10][280/2640] lr: 1.000e-02, eta: 1 day, 1:01:17, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7188, loss_cls: 2.2502, loss: 2.2502, grad_norm: 6.2055 2020-10-11 04:16:14,956 - mmaction - INFO - Epoch [10][300/2640] lr: 1.000e-02, eta: 1 day, 1:00:59, time: 0.817, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7250, loss_cls: 2.2446, loss: 2.2446, grad_norm: 6.1088 2020-10-11 04:16:31,346 - mmaction - INFO - Epoch [10][320/2640] lr: 1.000e-02, eta: 1 day, 1:00:41, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.2088, loss: 2.2088, grad_norm: 5.7266 2020-10-11 04:16:47,981 - mmaction - INFO - Epoch [10][340/2640] lr: 1.000e-02, eta: 1 day, 1:00:24, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7328, loss_cls: 2.2392, loss: 2.2392, grad_norm: 6.2360 2020-10-11 04:17:04,465 - mmaction - INFO - Epoch [10][360/2640] lr: 1.000e-02, eta: 1 day, 1:00:07, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.1414, loss: 2.1414, grad_norm: 5.9777 2020-10-11 04:17:20,936 - mmaction - INFO - Epoch [10][380/2640] lr: 1.000e-02, eta: 1 day, 0:59:49, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7375, loss_cls: 2.1393, loss: 2.1393, grad_norm: 6.1001 2020-10-11 04:17:37,310 - mmaction - INFO - Epoch [10][400/2640] lr: 1.000e-02, eta: 1 day, 0:59:31, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7305, loss_cls: 2.2487, loss: 2.2487, grad_norm: 6.3712 2020-10-11 04:17:53,880 - mmaction - INFO - Epoch [10][420/2640] lr: 1.000e-02, eta: 1 day, 0:59:14, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.1929, loss: 2.1929, grad_norm: 5.9498 2020-10-11 04:18:10,536 - mmaction - INFO - Epoch [10][440/2640] lr: 1.000e-02, eta: 1 day, 0:58:57, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.1796, loss: 2.1796, grad_norm: 6.1482 2020-10-11 04:18:27,043 - mmaction - INFO - Epoch [10][460/2640] lr: 1.000e-02, eta: 1 day, 0:58:39, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.1196, loss: 2.1196, grad_norm: 6.3314 2020-10-11 04:18:43,504 - mmaction - INFO - Epoch [10][480/2640] lr: 1.000e-02, eta: 1 day, 0:58:22, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7281, loss_cls: 2.2426, loss: 2.2426, grad_norm: 6.2263 2020-10-11 04:19:00,028 - mmaction - INFO - Epoch [10][500/2640] lr: 1.000e-02, eta: 1 day, 0:58:04, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7492, loss_cls: 2.1402, loss: 2.1402, grad_norm: 6.1226 2020-10-11 04:19:16,495 - mmaction - INFO - Epoch [10][520/2640] lr: 1.000e-02, eta: 1 day, 0:57:46, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.1327, loss: 2.1327, grad_norm: 6.4549 2020-10-11 04:19:32,999 - mmaction - INFO - Epoch [10][540/2640] lr: 1.000e-02, eta: 1 day, 0:57:29, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4500, top5_acc: 0.7211, loss_cls: 2.2532, loss: 2.2532, grad_norm: 6.5286 2020-10-11 04:19:49,458 - mmaction - INFO - Epoch [10][560/2640] lr: 1.000e-02, eta: 1 day, 0:57:11, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.1081 2020-10-11 04:20:06,024 - mmaction - INFO - Epoch [10][580/2640] lr: 1.000e-02, eta: 1 day, 0:56:54, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.1694, loss: 2.1694, grad_norm: 6.0976 2020-10-11 04:20:22,407 - mmaction - INFO - Epoch [10][600/2640] lr: 1.000e-02, eta: 1 day, 0:56:36, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.1862, loss: 2.1862, grad_norm: 6.3213 2020-10-11 04:20:38,934 - mmaction - INFO - Epoch [10][620/2640] lr: 1.000e-02, eta: 1 day, 0:56:19, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7656, loss_cls: 2.0811, loss: 2.0811, grad_norm: 6.1911 2020-10-11 04:20:55,364 - mmaction - INFO - Epoch [10][640/2640] lr: 1.000e-02, eta: 1 day, 0:56:01, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7492, loss_cls: 2.1500, loss: 2.1500, grad_norm: 6.1757 2020-10-11 04:21:11,858 - mmaction - INFO - Epoch [10][660/2640] lr: 1.000e-02, eta: 1 day, 0:55:44, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7242, loss_cls: 2.2349, loss: 2.2349, grad_norm: 6.4292 2020-10-11 04:21:28,331 - mmaction - INFO - Epoch [10][680/2640] lr: 1.000e-02, eta: 1 day, 0:55:26, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7234, loss_cls: 2.2932, loss: 2.2932, grad_norm: 6.1682 2020-10-11 04:21:44,762 - mmaction - INFO - Epoch [10][700/2640] lr: 1.000e-02, eta: 1 day, 0:55:08, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7531, loss_cls: 2.1083, loss: 2.1083, grad_norm: 6.0940 2020-10-11 04:22:01,278 - mmaction - INFO - Epoch [10][720/2640] lr: 1.000e-02, eta: 1 day, 0:54:51, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4500, top5_acc: 0.7391, loss_cls: 2.2390, loss: 2.2390, grad_norm: 6.0540 2020-10-11 04:22:17,740 - mmaction - INFO - Epoch [10][740/2640] lr: 1.000e-02, eta: 1 day, 0:54:33, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.1968, loss: 2.1968, grad_norm: 6.0951 2020-10-11 04:22:34,272 - mmaction - INFO - Epoch [10][760/2640] lr: 1.000e-02, eta: 1 day, 0:54:16, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7359, loss_cls: 2.1863, loss: 2.1863, grad_norm: 6.3519 2020-10-11 04:22:50,669 - mmaction - INFO - Epoch [10][780/2640] lr: 1.000e-02, eta: 1 day, 0:53:58, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7484, loss_cls: 2.1255, loss: 2.1255, grad_norm: 6.2249 2020-10-11 04:23:07,091 - mmaction - INFO - Epoch [10][800/2640] lr: 1.000e-02, eta: 1 day, 0:53:40, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7148, loss_cls: 2.2554, loss: 2.2554, grad_norm: 6.2251 2020-10-11 04:23:23,539 - mmaction - INFO - Epoch [10][820/2640] lr: 1.000e-02, eta: 1 day, 0:53:22, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7562, loss_cls: 2.0684, loss: 2.0684, grad_norm: 6.3377 2020-10-11 04:23:40,022 - mmaction - INFO - Epoch [10][840/2640] lr: 1.000e-02, eta: 1 day, 0:53:05, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7344, loss_cls: 2.2247, loss: 2.2247, grad_norm: 6.2793 2020-10-11 04:23:56,386 - mmaction - INFO - Epoch [10][860/2640] lr: 1.000e-02, eta: 1 day, 0:52:47, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7602, loss_cls: 2.1139, loss: 2.1139, grad_norm: 6.2283 2020-10-11 04:24:12,850 - mmaction - INFO - Epoch [10][880/2640] lr: 1.000e-02, eta: 1 day, 0:52:29, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7500, loss_cls: 2.1147, loss: 2.1147, grad_norm: 6.3232 2020-10-11 04:24:29,390 - mmaction - INFO - Epoch [10][900/2640] lr: 1.000e-02, eta: 1 day, 0:52:12, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7430, loss_cls: 2.2221, loss: 2.2221, grad_norm: 6.0808 2020-10-11 04:24:45,995 - mmaction - INFO - Epoch [10][920/2640] lr: 1.000e-02, eta: 1 day, 0:51:54, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7422, loss_cls: 2.1808, loss: 2.1808, grad_norm: 6.3325 2020-10-11 04:25:02,414 - mmaction - INFO - Epoch [10][940/2640] lr: 1.000e-02, eta: 1 day, 0:51:37, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.2404, loss: 2.2404, grad_norm: 5.8488 2020-10-11 04:25:18,761 - mmaction - INFO - Epoch [10][960/2640] lr: 1.000e-02, eta: 1 day, 0:51:19, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7242, loss_cls: 2.2287, loss: 2.2287, grad_norm: 6.3129 2020-10-11 04:25:35,348 - mmaction - INFO - Epoch [10][980/2640] lr: 1.000e-02, eta: 1 day, 0:51:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7328, loss_cls: 2.1365, loss: 2.1365, grad_norm: 5.8927 2020-10-11 04:25:51,710 - mmaction - INFO - Epoch [10][1000/2640] lr: 1.000e-02, eta: 1 day, 0:50:44, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7461, loss_cls: 2.1817, loss: 2.1817, grad_norm: 6.3481 2020-10-11 04:26:08,313 - mmaction - INFO - Epoch [10][1020/2640] lr: 1.000e-02, eta: 1 day, 0:50:26, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7391, loss_cls: 2.2167, loss: 2.2167, grad_norm: 6.2068 2020-10-11 04:26:24,739 - mmaction - INFO - Epoch [10][1040/2640] lr: 1.000e-02, eta: 1 day, 0:50:09, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7273, loss_cls: 2.2683, loss: 2.2683, grad_norm: 5.8651 2020-10-11 04:26:41,376 - mmaction - INFO - Epoch [10][1060/2640] lr: 1.000e-02, eta: 1 day, 0:49:52, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7477, loss_cls: 2.1696, loss: 2.1696, grad_norm: 6.1564 2020-10-11 04:26:57,871 - mmaction - INFO - Epoch [10][1080/2640] lr: 1.000e-02, eta: 1 day, 0:49:34, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7227, loss_cls: 2.2153, loss: 2.2153, grad_norm: 6.7243 2020-10-11 04:27:14,284 - mmaction - INFO - Epoch [10][1100/2640] lr: 1.000e-02, eta: 1 day, 0:49:16, time: 0.817, data_time: 0.005, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7500, loss_cls: 2.1527, loss: 2.1527, grad_norm: 6.3914 2020-10-11 04:27:30,832 - mmaction - INFO - Epoch [10][1120/2640] lr: 1.000e-02, eta: 1 day, 0:48:59, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7367, loss_cls: 2.1858, loss: 2.1858, grad_norm: 6.3083 2020-10-11 04:27:47,253 - mmaction - INFO - Epoch [10][1140/2640] lr: 1.000e-02, eta: 1 day, 0:48:41, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7445, loss_cls: 2.1195, loss: 2.1195, grad_norm: 6.0426 2020-10-11 04:28:03,606 - mmaction - INFO - Epoch [10][1160/2640] lr: 1.000e-02, eta: 1 day, 0:48:23, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.1334, loss: 2.1334, grad_norm: 6.0679 2020-10-11 04:28:20,225 - mmaction - INFO - Epoch [10][1180/2640] lr: 1.000e-02, eta: 1 day, 0:48:06, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7266, loss_cls: 2.2748, loss: 2.2748, grad_norm: 6.0649 2020-10-11 04:28:36,727 - mmaction - INFO - Epoch [10][1200/2640] lr: 1.000e-02, eta: 1 day, 0:47:49, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7453, loss_cls: 2.0991, loss: 2.0991, grad_norm: 6.4961 2020-10-11 04:28:53,177 - mmaction - INFO - Epoch [10][1220/2640] lr: 1.000e-02, eta: 1 day, 0:47:31, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.1396, loss: 2.1396, grad_norm: 6.3397 2020-10-11 04:29:09,572 - mmaction - INFO - Epoch [10][1240/2640] lr: 1.000e-02, eta: 1 day, 0:47:13, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.3081 2020-10-11 04:29:25,973 - mmaction - INFO - Epoch [10][1260/2640] lr: 1.000e-02, eta: 1 day, 0:46:56, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7539, loss_cls: 2.1431, loss: 2.1431, grad_norm: 6.2337 2020-10-11 04:29:42,519 - mmaction - INFO - Epoch [10][1280/2640] lr: 1.000e-02, eta: 1 day, 0:46:38, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7188, loss_cls: 2.2719, loss: 2.2719, grad_norm: 6.1422 2020-10-11 04:29:58,904 - mmaction - INFO - Epoch [10][1300/2640] lr: 1.000e-02, eta: 1 day, 0:46:20, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4437, top5_acc: 0.7344, loss_cls: 2.2193, loss: 2.2193, grad_norm: 6.1367 2020-10-11 04:30:15,547 - mmaction - INFO - Epoch [10][1320/2640] lr: 1.000e-02, eta: 1 day, 0:46:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.1998, loss: 2.1998, grad_norm: 6.0738 2020-10-11 04:30:32,083 - mmaction - INFO - Epoch [10][1340/2640] lr: 1.000e-02, eta: 1 day, 0:45:46, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7289, loss_cls: 2.1544, loss: 2.1544, grad_norm: 6.2580 2020-10-11 04:30:48,510 - mmaction - INFO - Epoch [10][1360/2640] lr: 1.000e-02, eta: 1 day, 0:45:29, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7430, loss_cls: 2.1606, loss: 2.1606, grad_norm: 6.1062 2020-10-11 04:31:05,904 - mmaction - INFO - Epoch [10][1380/2640] lr: 1.000e-02, eta: 1 day, 0:45:15, time: 0.870, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7648, loss_cls: 2.0623, loss: 2.0623, grad_norm: 6.3011 2020-10-11 04:31:22,512 - mmaction - INFO - Epoch [10][1400/2640] lr: 1.000e-02, eta: 1 day, 0:44:58, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2251, loss: 2.2251, grad_norm: 6.1984 2020-10-11 04:31:38,836 - mmaction - INFO - Epoch [10][1420/2640] lr: 1.000e-02, eta: 1 day, 0:44:40, time: 0.819, data_time: 0.007, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7305, loss_cls: 2.2195, loss: 2.2195, grad_norm: 6.1902 2020-10-11 04:31:55,229 - mmaction - INFO - Epoch [10][1440/2640] lr: 1.000e-02, eta: 1 day, 0:44:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7258, loss_cls: 2.2055, loss: 2.2055, grad_norm: 5.9043 2020-10-11 04:32:11,671 - mmaction - INFO - Epoch [10][1460/2640] lr: 1.000e-02, eta: 1 day, 0:44:04, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7188, loss_cls: 2.2528, loss: 2.2528, grad_norm: 6.0489 2020-10-11 04:32:28,199 - mmaction - INFO - Epoch [10][1480/2640] lr: 1.000e-02, eta: 1 day, 0:43:47, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7484, loss_cls: 2.1199, loss: 2.1199, grad_norm: 6.4724 2020-10-11 04:32:44,594 - mmaction - INFO - Epoch [10][1500/2640] lr: 1.000e-02, eta: 1 day, 0:43:29, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.2335, loss: 2.2335, grad_norm: 5.8495 2020-10-11 04:33:01,041 - mmaction - INFO - Epoch [10][1520/2640] lr: 1.000e-02, eta: 1 day, 0:43:11, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.1617, loss: 2.1617, grad_norm: 5.9373 2020-10-11 04:33:17,568 - mmaction - INFO - Epoch [10][1540/2640] lr: 1.000e-02, eta: 1 day, 0:42:54, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7344, loss_cls: 2.2046, loss: 2.2046, grad_norm: 6.1911 2020-10-11 04:33:33,999 - mmaction - INFO - Epoch [10][1560/2640] lr: 1.000e-02, eta: 1 day, 0:42:36, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7461, loss_cls: 2.1371, loss: 2.1371, grad_norm: 6.0400 2020-10-11 04:33:50,524 - mmaction - INFO - Epoch [10][1580/2640] lr: 1.000e-02, eta: 1 day, 0:42:19, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7391, loss_cls: 2.1632, loss: 2.1632, grad_norm: 6.0744 2020-10-11 04:34:07,007 - mmaction - INFO - Epoch [10][1600/2640] lr: 1.000e-02, eta: 1 day, 0:42:01, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4453, top5_acc: 0.7203, loss_cls: 2.2340, loss: 2.2340, grad_norm: 6.0504 2020-10-11 04:34:23,519 - mmaction - INFO - Epoch [10][1620/2640] lr: 1.000e-02, eta: 1 day, 0:41:44, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.2179, loss: 2.2179, grad_norm: 6.0603 2020-10-11 04:34:39,925 - mmaction - INFO - Epoch [10][1640/2640] lr: 1.000e-02, eta: 1 day, 0:41:26, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7203, loss_cls: 2.2531, loss: 2.2531, grad_norm: 6.2216 2020-10-11 04:34:56,502 - mmaction - INFO - Epoch [10][1660/2640] lr: 1.000e-02, eta: 1 day, 0:41:09, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2283, loss: 2.2283, grad_norm: 5.9458 2020-10-11 04:35:12,961 - mmaction - INFO - Epoch [10][1680/2640] lr: 1.000e-02, eta: 1 day, 0:40:52, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.2807, loss: 2.2807, grad_norm: 6.2532 2020-10-11 04:35:29,450 - mmaction - INFO - Epoch [10][1700/2640] lr: 1.000e-02, eta: 1 day, 0:40:34, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2016, loss: 2.2016, grad_norm: 6.1953 2020-10-11 04:35:45,859 - mmaction - INFO - Epoch [10][1720/2640] lr: 1.000e-02, eta: 1 day, 0:40:16, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7484, loss_cls: 2.1507, loss: 2.1507, grad_norm: 5.8683 2020-10-11 04:36:02,259 - mmaction - INFO - Epoch [10][1740/2640] lr: 1.000e-02, eta: 1 day, 0:39:59, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4539, top5_acc: 0.7156, loss_cls: 2.2193, loss: 2.2193, grad_norm: 6.0924 2020-10-11 04:36:18,761 - mmaction - INFO - Epoch [10][1760/2640] lr: 1.000e-02, eta: 1 day, 0:39:41, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7398, loss_cls: 2.1386, loss: 2.1386, grad_norm: 5.9721 2020-10-11 04:36:35,224 - mmaction - INFO - Epoch [10][1780/2640] lr: 1.000e-02, eta: 1 day, 0:39:24, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7422, loss_cls: 2.1273, loss: 2.1273, grad_norm: 6.0013 2020-10-11 04:36:51,600 - mmaction - INFO - Epoch [10][1800/2640] lr: 1.000e-02, eta: 1 day, 0:39:06, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2105, loss: 2.2105, grad_norm: 6.1619 2020-10-11 04:37:08,013 - mmaction - INFO - Epoch [10][1820/2640] lr: 1.000e-02, eta: 1 day, 0:38:48, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2450, loss: 2.2450, grad_norm: 6.1792 2020-10-11 04:37:24,573 - mmaction - INFO - Epoch [10][1840/2640] lr: 1.000e-02, eta: 1 day, 0:38:31, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7344, loss_cls: 2.1991, loss: 2.1991, grad_norm: 6.0128 2020-10-11 04:37:41,125 - mmaction - INFO - Epoch [10][1860/2640] lr: 1.000e-02, eta: 1 day, 0:38:14, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7430, loss_cls: 2.1871, loss: 2.1871, grad_norm: 6.0235 2020-10-11 04:37:57,533 - mmaction - INFO - Epoch [10][1880/2640] lr: 1.000e-02, eta: 1 day, 0:37:56, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7227, loss_cls: 2.1508, loss: 2.1508, grad_norm: 6.4198 2020-10-11 04:38:14,017 - mmaction - INFO - Epoch [10][1900/2640] lr: 1.000e-02, eta: 1 day, 0:37:38, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.4547, top5_acc: 0.7305, loss_cls: 2.2236, loss: 2.2236, grad_norm: 6.0106 2020-10-11 04:38:30,479 - mmaction - INFO - Epoch [10][1920/2640] lr: 1.000e-02, eta: 1 day, 0:37:21, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7438, loss_cls: 2.1351, loss: 2.1351, grad_norm: 5.9953 2020-10-11 04:38:46,962 - mmaction - INFO - Epoch [10][1940/2640] lr: 1.000e-02, eta: 1 day, 0:37:03, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7484, loss_cls: 2.1273, loss: 2.1273, grad_norm: 6.2342 2020-10-11 04:39:03,491 - mmaction - INFO - Epoch [10][1960/2640] lr: 1.000e-02, eta: 1 day, 0:36:46, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7539, loss_cls: 2.1221, loss: 2.1221, grad_norm: 6.4407 2020-10-11 04:39:19,925 - mmaction - INFO - Epoch [10][1980/2640] lr: 1.000e-02, eta: 1 day, 0:36:28, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7430, loss_cls: 2.1956, loss: 2.1956, grad_norm: 6.2963 2020-10-11 04:39:36,460 - mmaction - INFO - Epoch [10][2000/2640] lr: 1.000e-02, eta: 1 day, 0:36:11, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4492, top5_acc: 0.7219, loss_cls: 2.2122, loss: 2.2122, grad_norm: 6.1593 2020-10-11 04:39:52,853 - mmaction - INFO - Epoch [10][2020/2640] lr: 1.000e-02, eta: 1 day, 0:35:53, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7312, loss_cls: 2.1853, loss: 2.1853, grad_norm: 6.2301 2020-10-11 04:40:09,280 - mmaction - INFO - Epoch [10][2040/2640] lr: 1.000e-02, eta: 1 day, 0:35:35, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.1288, loss: 2.1288, grad_norm: 6.0164 2020-10-11 04:40:25,755 - mmaction - INFO - Epoch [10][2060/2640] lr: 1.000e-02, eta: 1 day, 0:35:18, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7273, loss_cls: 2.2404, loss: 2.2404, grad_norm: 6.3713 2020-10-11 04:40:42,234 - mmaction - INFO - Epoch [10][2080/2640] lr: 1.000e-02, eta: 1 day, 0:35:01, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7453, loss_cls: 2.1291, loss: 2.1291, grad_norm: 5.9611 2020-10-11 04:40:58,782 - mmaction - INFO - Epoch [10][2100/2640] lr: 1.000e-02, eta: 1 day, 0:34:43, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.1440, loss: 2.1440, grad_norm: 6.0787 2020-10-11 04:41:15,204 - mmaction - INFO - Epoch [10][2120/2640] lr: 1.000e-02, eta: 1 day, 0:34:26, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7445, loss_cls: 2.1688, loss: 2.1688, grad_norm: 5.7916 2020-10-11 04:41:31,564 - mmaction - INFO - Epoch [10][2140/2640] lr: 1.000e-02, eta: 1 day, 0:34:08, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7312, loss_cls: 2.2211, loss: 2.2211, grad_norm: 6.1049 2020-10-11 04:41:48,194 - mmaction - INFO - Epoch [10][2160/2640] lr: 1.000e-02, eta: 1 day, 0:33:51, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2436, loss: 2.2436, grad_norm: 6.1818 2020-10-11 04:42:04,622 - mmaction - INFO - Epoch [10][2180/2640] lr: 1.000e-02, eta: 1 day, 0:33:33, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4367, top5_acc: 0.7211, loss_cls: 2.3185, loss: 2.3185, grad_norm: 6.0475 2020-10-11 04:42:21,157 - mmaction - INFO - Epoch [10][2200/2640] lr: 1.000e-02, eta: 1 day, 0:33:16, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7422, loss_cls: 2.1248, loss: 2.1248, grad_norm: 6.0158 2020-10-11 04:42:37,519 - mmaction - INFO - Epoch [10][2220/2640] lr: 1.000e-02, eta: 1 day, 0:32:58, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.2642, loss: 2.2642, grad_norm: 6.1483 2020-10-11 04:42:53,926 - mmaction - INFO - Epoch [10][2240/2640] lr: 1.000e-02, eta: 1 day, 0:32:40, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7414, loss_cls: 2.1737, loss: 2.1737, grad_norm: 5.9470 2020-10-11 04:43:10,324 - mmaction - INFO - Epoch [10][2260/2640] lr: 1.000e-02, eta: 1 day, 0:32:22, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7383, loss_cls: 2.1678, loss: 2.1678, grad_norm: 6.3876 2020-10-11 04:43:26,858 - mmaction - INFO - Epoch [10][2280/2640] lr: 1.000e-02, eta: 1 day, 0:32:05, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7242, loss_cls: 2.2213, loss: 2.2213, grad_norm: 6.0173 2020-10-11 04:43:43,270 - mmaction - INFO - Epoch [10][2300/2640] lr: 1.000e-02, eta: 1 day, 0:31:48, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7328, loss_cls: 2.2061, loss: 2.2061, grad_norm: 6.0660 2020-10-11 04:43:59,678 - mmaction - INFO - Epoch [10][2320/2640] lr: 1.000e-02, eta: 1 day, 0:31:30, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7398, loss_cls: 2.1662, loss: 2.1662, grad_norm: 6.2747 2020-10-11 04:44:16,261 - mmaction - INFO - Epoch [10][2340/2640] lr: 1.000e-02, eta: 1 day, 0:31:13, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7336, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.9014 2020-10-11 04:44:32,623 - mmaction - INFO - Epoch [10][2360/2640] lr: 1.000e-02, eta: 1 day, 0:30:55, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7555, loss_cls: 2.0687, loss: 2.0687, grad_norm: 5.9532 2020-10-11 04:44:49,066 - mmaction - INFO - Epoch [10][2380/2640] lr: 1.000e-02, eta: 1 day, 0:30:37, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7359, loss_cls: 2.1743, loss: 2.1743, grad_norm: 6.2412 2020-10-11 04:45:05,593 - mmaction - INFO - Epoch [10][2400/2640] lr: 1.000e-02, eta: 1 day, 0:30:20, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4305, top5_acc: 0.7242, loss_cls: 2.2629, loss: 2.2629, grad_norm: 6.2270 2020-10-11 04:45:21,968 - mmaction - INFO - Epoch [10][2420/2640] lr: 1.000e-02, eta: 1 day, 0:30:02, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7195, loss_cls: 2.2312, loss: 2.2312, grad_norm: 5.8530 2020-10-11 04:45:38,476 - mmaction - INFO - Epoch [10][2440/2640] lr: 1.000e-02, eta: 1 day, 0:29:45, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7445, loss_cls: 2.1526, loss: 2.1526, grad_norm: 6.4452 2020-10-11 04:45:54,935 - mmaction - INFO - Epoch [10][2460/2640] lr: 1.000e-02, eta: 1 day, 0:29:27, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7406, loss_cls: 2.1411, loss: 2.1411, grad_norm: 6.0946 2020-10-11 04:46:11,356 - mmaction - INFO - Epoch [10][2480/2640] lr: 1.000e-02, eta: 1 day, 0:29:10, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7234, loss_cls: 2.2340, loss: 2.2340, grad_norm: 6.0696 2020-10-11 04:46:27,703 - mmaction - INFO - Epoch [10][2500/2640] lr: 1.000e-02, eta: 1 day, 0:28:52, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7422, loss_cls: 2.1810, loss: 2.1810, grad_norm: 6.2548 2020-10-11 04:46:44,279 - mmaction - INFO - Epoch [10][2520/2640] lr: 1.000e-02, eta: 1 day, 0:28:35, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.1643, loss: 2.1643, grad_norm: 5.8923 2020-10-11 04:47:00,683 - mmaction - INFO - Epoch [10][2540/2640] lr: 1.000e-02, eta: 1 day, 0:28:17, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7164, loss_cls: 2.2866, loss: 2.2866, grad_norm: 6.3058 2020-10-11 04:47:17,303 - mmaction - INFO - Epoch [10][2560/2640] lr: 1.000e-02, eta: 1 day, 0:28:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7320, loss_cls: 2.2341, loss: 2.2341, grad_norm: 6.1544 2020-10-11 04:47:33,684 - mmaction - INFO - Epoch [10][2580/2640] lr: 1.000e-02, eta: 1 day, 0:27:42, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7438, loss_cls: 2.1339, loss: 2.1339, grad_norm: 6.0895 2020-10-11 04:47:50,040 - mmaction - INFO - Epoch [10][2600/2640] lr: 1.000e-02, eta: 1 day, 0:27:24, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.1714, loss: 2.1714, grad_norm: 5.8837 2020-10-11 04:48:06,696 - mmaction - INFO - Epoch [10][2620/2640] lr: 1.000e-02, eta: 1 day, 0:27:07, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7250, loss_cls: 2.2507, loss: 2.2507, grad_norm: 6.0959 2020-10-11 04:48:22,733 - mmaction - INFO - Epoch [10][2640/2640] lr: 1.000e-02, eta: 1 day, 0:26:48, time: 0.805, data_time: 0.007, memory: 9800, top1_acc: 0.4863, top5_acc: 0.7613, loss_cls: 2.0597, loss: 2.0597, grad_norm: 6.0326 2020-10-11 04:48:22,974 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-11 04:48:50,304 - mmaction - INFO - Epoch [11][20/2640] lr: 1.000e-02, eta: 1 day, 0:27:10, time: 1.313, data_time: 0.493, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.1828, loss: 2.1828, grad_norm: 6.3349 2020-10-11 04:49:06,628 - mmaction - INFO - Epoch [11][40/2640] lr: 1.000e-02, eta: 1 day, 0:26:52, time: 0.816, data_time: 0.004, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7328, loss_cls: 2.1801, loss: 2.1801, grad_norm: 6.2042 2020-10-11 04:49:23,053 - mmaction - INFO - Epoch [11][60/2640] lr: 1.000e-02, eta: 1 day, 0:26:34, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7523, loss_cls: 2.1118, loss: 2.1118, grad_norm: 6.4387 2020-10-11 04:49:39,413 - mmaction - INFO - Epoch [11][80/2640] lr: 1.000e-02, eta: 1 day, 0:26:16, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7508, loss_cls: 2.1087, loss: 2.1087, grad_norm: 6.1307 2020-10-11 04:49:55,802 - mmaction - INFO - Epoch [11][100/2640] lr: 1.000e-02, eta: 1 day, 0:25:59, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.0988, loss: 2.0988, grad_norm: 6.2418 2020-10-11 04:50:12,192 - mmaction - INFO - Epoch [11][120/2640] lr: 1.000e-02, eta: 1 day, 0:25:41, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7578, loss_cls: 2.1127, loss: 2.1127, grad_norm: 6.2639 2020-10-11 04:50:28,583 - mmaction - INFO - Epoch [11][140/2640] lr: 1.000e-02, eta: 1 day, 0:25:23, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7492, loss_cls: 2.1173, loss: 2.1173, grad_norm: 6.1458 2020-10-11 04:50:45,044 - mmaction - INFO - Epoch [11][160/2640] lr: 1.000e-02, eta: 1 day, 0:25:05, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7383, loss_cls: 2.1759, loss: 2.1759, grad_norm: 6.4154 2020-10-11 04:51:01,553 - mmaction - INFO - Epoch [11][180/2640] lr: 1.000e-02, eta: 1 day, 0:24:48, time: 0.830, data_time: 0.008, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7453, loss_cls: 2.1650, loss: 2.1650, grad_norm: 6.1625 2020-10-11 04:51:18,071 - mmaction - INFO - Epoch [11][200/2640] lr: 1.000e-02, eta: 1 day, 0:24:31, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7516, loss_cls: 2.1154, loss: 2.1154, grad_norm: 6.3381 2020-10-11 04:51:34,574 - mmaction - INFO - Epoch [11][220/2640] lr: 1.000e-02, eta: 1 day, 0:24:13, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7469, loss_cls: 2.1097, loss: 2.1097, grad_norm: 6.2976 2020-10-11 04:51:50,978 - mmaction - INFO - Epoch [11][240/2640] lr: 1.000e-02, eta: 1 day, 0:23:56, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7664, loss_cls: 2.0579, loss: 2.0579, grad_norm: 6.3461 2020-10-11 04:52:07,537 - mmaction - INFO - Epoch [11][260/2640] lr: 1.000e-02, eta: 1 day, 0:23:39, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7336, loss_cls: 2.2172, loss: 2.2172, grad_norm: 6.1434 2020-10-11 04:52:24,097 - mmaction - INFO - Epoch [11][280/2640] lr: 1.000e-02, eta: 1 day, 0:23:21, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7344, loss_cls: 2.1581, loss: 2.1581, grad_norm: 6.2918 2020-10-11 04:52:40,673 - mmaction - INFO - Epoch [11][300/2640] lr: 1.000e-02, eta: 1 day, 0:23:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7508, loss_cls: 2.1824, loss: 2.1824, grad_norm: 6.2736 2020-10-11 04:52:57,039 - mmaction - INFO - Epoch [11][320/2640] lr: 1.000e-02, eta: 1 day, 0:22:47, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7344, loss_cls: 2.1583, loss: 2.1583, grad_norm: 5.9650 2020-10-11 04:53:13,532 - mmaction - INFO - Epoch [11][340/2640] lr: 1.000e-02, eta: 1 day, 0:22:29, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7500, loss_cls: 2.2473, loss: 2.2473, grad_norm: 6.4840 2020-10-11 04:53:30,020 - mmaction - INFO - Epoch [11][360/2640] lr: 1.000e-02, eta: 1 day, 0:22:12, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7484, loss_cls: 2.1395, loss: 2.1395, grad_norm: 6.0138 2020-10-11 04:53:46,486 - mmaction - INFO - Epoch [11][380/2640] lr: 1.000e-02, eta: 1 day, 0:21:54, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7422, loss_cls: 2.1848, loss: 2.1848, grad_norm: 6.1854 2020-10-11 04:54:03,014 - mmaction - INFO - Epoch [11][400/2640] lr: 1.000e-02, eta: 1 day, 0:21:37, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.0895, loss: 2.0895, grad_norm: 6.0126 2020-10-11 04:54:19,406 - mmaction - INFO - Epoch [11][420/2640] lr: 1.000e-02, eta: 1 day, 0:21:19, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7359, loss_cls: 2.1902, loss: 2.1902, grad_norm: 6.1486 2020-10-11 04:54:35,864 - mmaction - INFO - Epoch [11][440/2640] lr: 1.000e-02, eta: 1 day, 0:21:02, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7594, loss_cls: 2.1128, loss: 2.1128, grad_norm: 5.9874 2020-10-11 04:54:52,367 - mmaction - INFO - Epoch [11][460/2640] lr: 1.000e-02, eta: 1 day, 0:20:44, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7594, loss_cls: 2.0851, loss: 2.0851, grad_norm: 6.2609 2020-10-11 04:55:08,836 - mmaction - INFO - Epoch [11][480/2640] lr: 1.000e-02, eta: 1 day, 0:20:27, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7250, loss_cls: 2.2270, loss: 2.2270, grad_norm: 6.2557 2020-10-11 04:55:25,332 - mmaction - INFO - Epoch [11][500/2640] lr: 1.000e-02, eta: 1 day, 0:20:10, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1478, loss: 2.1478, grad_norm: 6.0316 2020-10-11 04:55:41,750 - mmaction - INFO - Epoch [11][520/2640] lr: 1.000e-02, eta: 1 day, 0:19:52, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4508, top5_acc: 0.7203, loss_cls: 2.2058, loss: 2.2058, grad_norm: 6.3722 2020-10-11 04:55:58,125 - mmaction - INFO - Epoch [11][540/2640] lr: 1.000e-02, eta: 1 day, 0:19:34, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7688, loss_cls: 2.0724, loss: 2.0724, grad_norm: 6.1338 2020-10-11 04:56:14,736 - mmaction - INFO - Epoch [11][560/2640] lr: 1.000e-02, eta: 1 day, 0:19:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7445, loss_cls: 2.0966, loss: 2.0966, grad_norm: 6.0143 2020-10-11 04:56:31,076 - mmaction - INFO - Epoch [11][580/2640] lr: 1.000e-02, eta: 1 day, 0:18:59, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7422, loss_cls: 2.1682, loss: 2.1682, grad_norm: 6.2358 2020-10-11 04:56:47,564 - mmaction - INFO - Epoch [11][600/2640] lr: 1.000e-02, eta: 1 day, 0:18:42, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7359, loss_cls: 2.1569, loss: 2.1569, grad_norm: 6.0165 2020-10-11 04:57:04,051 - mmaction - INFO - Epoch [11][620/2640] lr: 1.000e-02, eta: 1 day, 0:18:24, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7477, loss_cls: 2.1637, loss: 2.1637, grad_norm: 6.3438 2020-10-11 04:57:20,432 - mmaction - INFO - Epoch [11][640/2640] lr: 1.000e-02, eta: 1 day, 0:18:07, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7555, loss_cls: 2.0947, loss: 2.0947, grad_norm: 6.2705 2020-10-11 04:57:36,986 - mmaction - INFO - Epoch [11][660/2640] lr: 1.000e-02, eta: 1 day, 0:17:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7570, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.4283 2020-10-11 04:57:53,399 - mmaction - INFO - Epoch [11][680/2640] lr: 1.000e-02, eta: 1 day, 0:17:32, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.0938, loss: 2.0938, grad_norm: 6.5504 2020-10-11 04:58:09,892 - mmaction - INFO - Epoch [11][700/2640] lr: 1.000e-02, eta: 1 day, 0:17:14, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7305, loss_cls: 2.1913, loss: 2.1913, grad_norm: 6.0629 2020-10-11 04:58:26,379 - mmaction - INFO - Epoch [11][720/2640] lr: 1.000e-02, eta: 1 day, 0:16:57, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7453, loss_cls: 2.1250, loss: 2.1250, grad_norm: 6.3078 2020-10-11 04:58:42,828 - mmaction - INFO - Epoch [11][740/2640] lr: 1.000e-02, eta: 1 day, 0:16:40, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7523, loss_cls: 2.1155, loss: 2.1155, grad_norm: 6.1227 2020-10-11 04:58:59,399 - mmaction - INFO - Epoch [11][760/2640] lr: 1.000e-02, eta: 1 day, 0:16:22, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0460, loss: 2.0460, grad_norm: 6.1235 2020-10-11 04:59:15,819 - mmaction - INFO - Epoch [11][780/2640] lr: 1.000e-02, eta: 1 day, 0:16:05, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7398, loss_cls: 2.1203, loss: 2.1203, grad_norm: 6.5098 2020-10-11 04:59:32,314 - mmaction - INFO - Epoch [11][800/2640] lr: 1.000e-02, eta: 1 day, 0:15:48, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7477, loss_cls: 2.1515, loss: 2.1515, grad_norm: 6.2695 2020-10-11 04:59:48,778 - mmaction - INFO - Epoch [11][820/2640] lr: 1.000e-02, eta: 1 day, 0:15:30, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7680, loss_cls: 2.0329, loss: 2.0329, grad_norm: 5.8625 2020-10-11 05:00:06,517 - mmaction - INFO - Epoch [11][840/2640] lr: 1.000e-02, eta: 1 day, 0:15:17, time: 0.880, data_time: 0.004, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7336, loss_cls: 2.1661, loss: 2.1661, grad_norm: 6.5634 2020-10-11 05:00:23,118 - mmaction - INFO - Epoch [11][860/2640] lr: 1.000e-02, eta: 1 day, 0:15:01, time: 0.836, data_time: 0.018, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.1756, loss: 2.1756, grad_norm: 6.0783 2020-10-11 05:00:39,530 - mmaction - INFO - Epoch [11][880/2640] lr: 1.000e-02, eta: 1 day, 0:14:43, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7516, loss_cls: 2.1387, loss: 2.1387, grad_norm: 6.1650 2020-10-11 05:00:55,917 - mmaction - INFO - Epoch [11][900/2640] lr: 1.000e-02, eta: 1 day, 0:14:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7367, loss_cls: 2.1450, loss: 2.1450, grad_norm: 6.2309 2020-10-11 05:01:12,525 - mmaction - INFO - Epoch [11][920/2640] lr: 1.000e-02, eta: 1 day, 0:14:08, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.2392, loss: 2.2392, grad_norm: 6.1205 2020-10-11 05:01:28,943 - mmaction - INFO - Epoch [11][940/2640] lr: 1.000e-02, eta: 1 day, 0:13:51, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7391, loss_cls: 2.1647, loss: 2.1647, grad_norm: 6.1906 2020-10-11 05:01:45,492 - mmaction - INFO - Epoch [11][960/2640] lr: 1.000e-02, eta: 1 day, 0:13:33, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4531, top5_acc: 0.7312, loss_cls: 2.2745, loss: 2.2745, grad_norm: 6.2310 2020-10-11 05:02:02,072 - mmaction - INFO - Epoch [11][980/2640] lr: 1.000e-02, eta: 1 day, 0:13:16, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7516, loss_cls: 2.1631, loss: 2.1631, grad_norm: 6.2345 2020-10-11 05:02:18,430 - mmaction - INFO - Epoch [11][1000/2640] lr: 1.000e-02, eta: 1 day, 0:12:59, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.4445, top5_acc: 0.7156, loss_cls: 2.2328, loss: 2.2328, grad_norm: 6.0025 2020-10-11 05:02:34,840 - mmaction - INFO - Epoch [11][1020/2640] lr: 1.000e-02, eta: 1 day, 0:12:41, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7398, loss_cls: 2.1285, loss: 2.1285, grad_norm: 6.0235 2020-10-11 05:02:51,194 - mmaction - INFO - Epoch [11][1040/2640] lr: 1.000e-02, eta: 1 day, 0:12:23, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7484, loss_cls: 2.1281, loss: 2.1281, grad_norm: 6.0562 2020-10-11 05:03:07,621 - mmaction - INFO - Epoch [11][1060/2640] lr: 1.000e-02, eta: 1 day, 0:12:05, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7508, loss_cls: 2.0871, loss: 2.0871, grad_norm: 5.9205 2020-10-11 05:03:24,041 - mmaction - INFO - Epoch [11][1080/2640] lr: 1.000e-02, eta: 1 day, 0:11:48, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7539, loss_cls: 2.1248, loss: 2.1248, grad_norm: 6.3773 2020-10-11 05:03:40,605 - mmaction - INFO - Epoch [11][1100/2640] lr: 1.000e-02, eta: 1 day, 0:11:31, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7328, loss_cls: 2.1785, loss: 2.1785, grad_norm: 5.9984 2020-10-11 05:03:56,950 - mmaction - INFO - Epoch [11][1120/2640] lr: 1.000e-02, eta: 1 day, 0:11:13, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.1915, loss: 2.1915, grad_norm: 6.0385 2020-10-11 05:04:13,392 - mmaction - INFO - Epoch [11][1140/2640] lr: 1.000e-02, eta: 1 day, 0:10:55, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1816, loss: 2.1816, grad_norm: 6.2509 2020-10-11 05:04:29,931 - mmaction - INFO - Epoch [11][1160/2640] lr: 1.000e-02, eta: 1 day, 0:10:38, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.0514, loss: 2.0514, grad_norm: 6.1593 2020-10-11 05:04:46,344 - mmaction - INFO - Epoch [11][1180/2640] lr: 1.000e-02, eta: 1 day, 0:10:20, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7367, loss_cls: 2.2080, loss: 2.2080, grad_norm: 6.1956 2020-10-11 05:05:02,734 - mmaction - INFO - Epoch [11][1200/2640] lr: 1.000e-02, eta: 1 day, 0:10:03, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7305, loss_cls: 2.1875, loss: 2.1875, grad_norm: 6.2110 2020-10-11 05:05:19,279 - mmaction - INFO - Epoch [11][1220/2640] lr: 1.000e-02, eta: 1 day, 0:09:46, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7516, loss_cls: 2.1176, loss: 2.1176, grad_norm: 6.2955 2020-10-11 05:05:35,659 - mmaction - INFO - Epoch [11][1240/2640] lr: 1.000e-02, eta: 1 day, 0:09:28, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7484, loss_cls: 2.1379, loss: 2.1379, grad_norm: 6.2304 2020-10-11 05:05:52,030 - mmaction - INFO - Epoch [11][1260/2640] lr: 1.000e-02, eta: 1 day, 0:09:10, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.1805, loss: 2.1805, grad_norm: 5.8874 2020-10-11 05:06:08,500 - mmaction - INFO - Epoch [11][1280/2640] lr: 1.000e-02, eta: 1 day, 0:08:53, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7445, loss_cls: 2.1405, loss: 2.1405, grad_norm: 6.1602 2020-10-11 05:06:25,012 - mmaction - INFO - Epoch [11][1300/2640] lr: 1.000e-02, eta: 1 day, 0:08:36, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7633, loss_cls: 2.0698, loss: 2.0698, grad_norm: 6.1819 2020-10-11 05:06:41,404 - mmaction - INFO - Epoch [11][1320/2640] lr: 1.000e-02, eta: 1 day, 0:08:18, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7305, loss_cls: 2.1753, loss: 2.1753, grad_norm: 6.0346 2020-10-11 05:06:57,783 - mmaction - INFO - Epoch [11][1340/2640] lr: 1.000e-02, eta: 1 day, 0:08:00, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7312, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.0126 2020-10-11 05:07:14,418 - mmaction - INFO - Epoch [11][1360/2640] lr: 1.000e-02, eta: 1 day, 0:07:43, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4500, top5_acc: 0.7523, loss_cls: 2.1755, loss: 2.1755, grad_norm: 6.2987 2020-10-11 05:07:30,826 - mmaction - INFO - Epoch [11][1380/2640] lr: 1.000e-02, eta: 1 day, 0:07:26, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.1754, loss: 2.1754, grad_norm: 6.3727 2020-10-11 05:07:47,407 - mmaction - INFO - Epoch [11][1400/2640] lr: 1.000e-02, eta: 1 day, 0:07:09, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7422, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.0210 2020-10-11 05:08:03,947 - mmaction - INFO - Epoch [11][1420/2640] lr: 1.000e-02, eta: 1 day, 0:06:51, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7414, loss_cls: 2.1403, loss: 2.1403, grad_norm: 6.0812 2020-10-11 05:08:20,367 - mmaction - INFO - Epoch [11][1440/2640] lr: 1.000e-02, eta: 1 day, 0:06:34, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7469, loss_cls: 2.1371, loss: 2.1371, grad_norm: 6.1934 2020-10-11 05:08:37,013 - mmaction - INFO - Epoch [11][1460/2640] lr: 1.000e-02, eta: 1 day, 0:06:17, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.1861, loss: 2.1861, grad_norm: 6.0920 2020-10-11 05:08:53,517 - mmaction - INFO - Epoch [11][1480/2640] lr: 1.000e-02, eta: 1 day, 0:06:00, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7406, loss_cls: 2.1009, loss: 2.1009, grad_norm: 5.9831 2020-10-11 05:09:09,938 - mmaction - INFO - Epoch [11][1500/2640] lr: 1.000e-02, eta: 1 day, 0:05:42, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7539, loss_cls: 2.0950, loss: 2.0950, grad_norm: 6.5155 2020-10-11 05:09:26,477 - mmaction - INFO - Epoch [11][1520/2640] lr: 1.000e-02, eta: 1 day, 0:05:25, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7391, loss_cls: 2.1301, loss: 2.1301, grad_norm: 5.9638 2020-10-11 05:09:42,873 - mmaction - INFO - Epoch [11][1540/2640] lr: 1.000e-02, eta: 1 day, 0:05:08, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7539, loss_cls: 2.1035, loss: 2.1035, grad_norm: 6.0130 2020-10-11 05:09:59,265 - mmaction - INFO - Epoch [11][1560/2640] lr: 1.000e-02, eta: 1 day, 0:04:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4469, top5_acc: 0.7242, loss_cls: 2.2543, loss: 2.2543, grad_norm: 6.2203 2020-10-11 05:10:15,707 - mmaction - INFO - Epoch [11][1580/2640] lr: 1.000e-02, eta: 1 day, 0:04:32, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7461, loss_cls: 2.1377, loss: 2.1377, grad_norm: 6.1098 2020-10-11 05:10:32,210 - mmaction - INFO - Epoch [11][1600/2640] lr: 1.000e-02, eta: 1 day, 0:04:15, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7539, loss_cls: 2.0410, loss: 2.0410, grad_norm: 6.0338 2020-10-11 05:10:48,677 - mmaction - INFO - Epoch [11][1620/2640] lr: 1.000e-02, eta: 1 day, 0:03:58, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7648, loss_cls: 2.0548, loss: 2.0548, grad_norm: 6.3381 2020-10-11 05:11:05,204 - mmaction - INFO - Epoch [11][1640/2640] lr: 1.000e-02, eta: 1 day, 0:03:41, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.0920, loss: 2.0920, grad_norm: 6.0560 2020-10-11 05:11:21,824 - mmaction - INFO - Epoch [11][1660/2640] lr: 1.000e-02, eta: 1 day, 0:03:24, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7602, loss_cls: 2.0072, loss: 2.0072, grad_norm: 6.2052 2020-10-11 05:11:38,365 - mmaction - INFO - Epoch [11][1680/2640] lr: 1.000e-02, eta: 1 day, 0:03:07, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7414, loss_cls: 2.1759, loss: 2.1759, grad_norm: 6.1093 2020-10-11 05:11:54,757 - mmaction - INFO - Epoch [11][1700/2640] lr: 1.000e-02, eta: 1 day, 0:02:49, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.1370, loss: 2.1370, grad_norm: 6.1801 2020-10-11 05:12:11,374 - mmaction - INFO - Epoch [11][1720/2640] lr: 1.000e-02, eta: 1 day, 0:02:32, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7328, loss_cls: 2.1766, loss: 2.1766, grad_norm: 6.3610 2020-10-11 05:12:27,755 - mmaction - INFO - Epoch [11][1740/2640] lr: 1.000e-02, eta: 1 day, 0:02:14, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7430, loss_cls: 2.1195, loss: 2.1195, grad_norm: 6.1728 2020-10-11 05:12:44,351 - mmaction - INFO - Epoch [11][1760/2640] lr: 1.000e-02, eta: 1 day, 0:01:57, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7406, loss_cls: 2.1138, loss: 2.1138, grad_norm: 6.0530 2020-10-11 05:13:00,794 - mmaction - INFO - Epoch [11][1780/2640] lr: 1.000e-02, eta: 1 day, 0:01:40, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.1525 2020-10-11 05:13:17,348 - mmaction - INFO - Epoch [11][1800/2640] lr: 1.000e-02, eta: 1 day, 0:01:23, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.1438, loss: 2.1438, grad_norm: 6.3751 2020-10-11 05:13:33,933 - mmaction - INFO - Epoch [11][1820/2640] lr: 1.000e-02, eta: 1 day, 0:01:06, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7422, loss_cls: 2.1415, loss: 2.1415, grad_norm: 6.2902 2020-10-11 05:13:50,296 - mmaction - INFO - Epoch [11][1840/2640] lr: 1.000e-02, eta: 1 day, 0:00:48, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7430, loss_cls: 2.1148, loss: 2.1148, grad_norm: 6.4034 2020-10-11 05:14:06,909 - mmaction - INFO - Epoch [11][1860/2640] lr: 1.000e-02, eta: 1 day, 0:00:31, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7398, loss_cls: 2.2072, loss: 2.2072, grad_norm: 6.1679 2020-10-11 05:14:23,270 - mmaction - INFO - Epoch [11][1880/2640] lr: 1.000e-02, eta: 1 day, 0:00:14, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4484, top5_acc: 0.7227, loss_cls: 2.2237, loss: 2.2237, grad_norm: 6.0845 2020-10-11 05:14:39,901 - mmaction - INFO - Epoch [11][1900/2640] lr: 1.000e-02, eta: 23:59:57, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.1766, loss: 2.1766, grad_norm: 6.0868 2020-10-11 05:14:56,450 - mmaction - INFO - Epoch [11][1920/2640] lr: 1.000e-02, eta: 23:59:40, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7320, loss_cls: 2.1428, loss: 2.1428, grad_norm: 6.5189 2020-10-11 05:15:12,847 - mmaction - INFO - Epoch [11][1940/2640] lr: 1.000e-02, eta: 23:59:22, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.1831, loss: 2.1831, grad_norm: 6.0267 2020-10-11 05:15:29,401 - mmaction - INFO - Epoch [11][1960/2640] lr: 1.000e-02, eta: 23:59:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7289, loss_cls: 2.2065, loss: 2.2065, grad_norm: 6.4158 2020-10-11 05:15:45,802 - mmaction - INFO - Epoch [11][1980/2640] lr: 1.000e-02, eta: 23:58:47, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.1664, loss: 2.1664, grad_norm: 6.3979 2020-10-11 05:16:02,379 - mmaction - INFO - Epoch [11][2000/2640] lr: 1.000e-02, eta: 23:58:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.1855, loss: 2.1855, grad_norm: 6.2392 2020-10-11 05:16:18,803 - mmaction - INFO - Epoch [11][2020/2640] lr: 1.000e-02, eta: 23:58:13, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.2142, loss: 2.2142, grad_norm: 5.9323 2020-10-11 05:16:35,267 - mmaction - INFO - Epoch [11][2040/2640] lr: 1.000e-02, eta: 23:57:56, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7375, loss_cls: 2.1944, loss: 2.1944, grad_norm: 6.2816 2020-10-11 05:16:51,766 - mmaction - INFO - Epoch [11][2060/2640] lr: 1.000e-02, eta: 23:57:38, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3014, loss: 2.3014, grad_norm: 5.8469 2020-10-11 05:17:08,237 - mmaction - INFO - Epoch [11][2080/2640] lr: 1.000e-02, eta: 23:57:21, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7328, loss_cls: 2.2103, loss: 2.2103, grad_norm: 6.1121 2020-10-11 05:17:24,754 - mmaction - INFO - Epoch [11][2100/2640] lr: 1.000e-02, eta: 23:57:04, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7445, loss_cls: 2.1295, loss: 2.1295, grad_norm: 5.9472 2020-10-11 05:17:41,312 - mmaction - INFO - Epoch [11][2120/2640] lr: 1.000e-02, eta: 23:56:47, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7500, loss_cls: 2.1246, loss: 2.1246, grad_norm: 6.0688 2020-10-11 05:17:57,707 - mmaction - INFO - Epoch [11][2140/2640] lr: 1.000e-02, eta: 23:56:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.2521, loss: 2.2521, grad_norm: 6.2487 2020-10-11 05:18:14,327 - mmaction - INFO - Epoch [11][2160/2640] lr: 1.000e-02, eta: 23:56:12, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7594, loss_cls: 2.0694, loss: 2.0694, grad_norm: 6.2395 2020-10-11 05:18:30,673 - mmaction - INFO - Epoch [11][2180/2640] lr: 1.000e-02, eta: 23:55:54, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7305, loss_cls: 2.1956, loss: 2.1956, grad_norm: 6.2843 2020-10-11 05:18:47,081 - mmaction - INFO - Epoch [11][2200/2640] lr: 1.000e-02, eta: 23:55:37, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.1669, loss: 2.1669, grad_norm: 6.2128 2020-10-11 05:19:03,615 - mmaction - INFO - Epoch [11][2220/2640] lr: 1.000e-02, eta: 23:55:20, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7500, loss_cls: 2.1746, loss: 2.1746, grad_norm: 5.8628 2020-10-11 05:19:20,128 - mmaction - INFO - Epoch [11][2240/2640] lr: 1.000e-02, eta: 23:55:03, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7453, loss_cls: 2.1453, loss: 2.1453, grad_norm: 6.2489 2020-10-11 05:19:36,656 - mmaction - INFO - Epoch [11][2260/2640] lr: 1.000e-02, eta: 23:54:45, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7422, loss_cls: 2.1379, loss: 2.1379, grad_norm: 5.9824 2020-10-11 05:19:53,052 - mmaction - INFO - Epoch [11][2280/2640] lr: 1.000e-02, eta: 23:54:28, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7367, loss_cls: 2.1943, loss: 2.1943, grad_norm: 6.2226 2020-10-11 05:20:09,637 - mmaction - INFO - Epoch [11][2300/2640] lr: 1.000e-02, eta: 23:54:11, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7352, loss_cls: 2.1912, loss: 2.1912, grad_norm: 6.0713 2020-10-11 05:20:26,188 - mmaction - INFO - Epoch [11][2320/2640] lr: 1.000e-02, eta: 23:53:54, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7188, loss_cls: 2.2455, loss: 2.2455, grad_norm: 6.2422 2020-10-11 05:20:42,573 - mmaction - INFO - Epoch [11][2340/2640] lr: 1.000e-02, eta: 23:53:36, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7453, loss_cls: 2.1087, loss: 2.1087, grad_norm: 6.1206 2020-10-11 05:20:58,965 - mmaction - INFO - Epoch [11][2360/2640] lr: 1.000e-02, eta: 23:53:18, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.1465, loss: 2.1465, grad_norm: 6.3071 2020-10-11 05:21:15,571 - mmaction - INFO - Epoch [11][2380/2640] lr: 1.000e-02, eta: 23:53:01, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.2687, loss: 2.2687, grad_norm: 6.1321 2020-10-11 05:21:32,152 - mmaction - INFO - Epoch [11][2400/2640] lr: 1.000e-02, eta: 23:52:45, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7469, loss_cls: 2.1347, loss: 2.1347, grad_norm: 6.1207 2020-10-11 05:21:48,760 - mmaction - INFO - Epoch [11][2420/2640] lr: 1.000e-02, eta: 23:52:28, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7297, loss_cls: 2.1848, loss: 2.1848, grad_norm: 5.9521 2020-10-11 05:22:05,259 - mmaction - INFO - Epoch [11][2440/2640] lr: 1.000e-02, eta: 23:52:11, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7375, loss_cls: 2.1549, loss: 2.1549, grad_norm: 6.1911 2020-10-11 05:22:21,728 - mmaction - INFO - Epoch [11][2460/2640] lr: 1.000e-02, eta: 23:51:53, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.0962, loss: 2.0962, grad_norm: 6.1325 2020-10-11 05:22:38,113 - mmaction - INFO - Epoch [11][2480/2640] lr: 1.000e-02, eta: 23:51:36, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7555, loss_cls: 2.0964, loss: 2.0964, grad_norm: 6.3597 2020-10-11 05:22:54,731 - mmaction - INFO - Epoch [11][2500/2640] lr: 1.000e-02, eta: 23:51:19, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7219, loss_cls: 2.2454, loss: 2.2454, grad_norm: 6.1474 2020-10-11 05:23:11,034 - mmaction - INFO - Epoch [11][2520/2640] lr: 1.000e-02, eta: 23:51:01, time: 0.816, data_time: 0.003, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7484, loss_cls: 2.1567, loss: 2.1567, grad_norm: 6.0951 2020-10-11 05:23:27,666 - mmaction - INFO - Epoch [11][2540/2640] lr: 1.000e-02, eta: 23:50:44, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1732, loss: 2.1732, grad_norm: 6.4651 2020-10-11 05:23:44,102 - mmaction - INFO - Epoch [11][2560/2640] lr: 1.000e-02, eta: 23:50:27, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7609, loss_cls: 2.1357, loss: 2.1357, grad_norm: 6.3142 2020-10-11 05:24:00,488 - mmaction - INFO - Epoch [11][2580/2640] lr: 1.000e-02, eta: 23:50:09, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7516, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.4361 2020-10-11 05:24:17,038 - mmaction - INFO - Epoch [11][2600/2640] lr: 1.000e-02, eta: 23:49:52, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7438, loss_cls: 2.1365, loss: 2.1365, grad_norm: 6.2219 2020-10-11 05:24:33,612 - mmaction - INFO - Epoch [11][2620/2640] lr: 1.000e-02, eta: 23:49:35, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1682, loss: 2.1682, grad_norm: 6.2172 2020-10-11 05:24:49,513 - mmaction - INFO - Epoch [11][2640/2640] lr: 1.000e-02, eta: 23:49:16, time: 0.796, data_time: 0.004, memory: 9800, top1_acc: 0.4782, top5_acc: 0.7548, loss_cls: 2.1129, loss: 2.1129, grad_norm: 6.2658 2020-10-11 05:24:49,945 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-10-11 05:25:21,503 - mmaction - INFO - Epoch [12][20/2640] lr: 1.000e-02, eta: 23:49:43, time: 1.448, data_time: 0.603, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7461, loss_cls: 2.0907, loss: 2.0907, grad_norm: 6.1044 2020-10-11 05:25:37,882 - mmaction - INFO - Epoch [12][40/2640] lr: 1.000e-02, eta: 23:49:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7781, loss_cls: 2.0414, loss: 2.0414, grad_norm: 6.3939 2020-10-11 05:25:54,264 - mmaction - INFO - Epoch [12][60/2640] lr: 1.000e-02, eta: 23:49:07, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7258, loss_cls: 2.2223, loss: 2.2223, grad_norm: 6.4052 2020-10-11 05:26:10,703 - mmaction - INFO - Epoch [12][80/2640] lr: 1.000e-02, eta: 23:48:50, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0240, loss: 2.0240, grad_norm: 6.0841 2020-10-11 05:26:27,086 - mmaction - INFO - Epoch [12][100/2640] lr: 1.000e-02, eta: 23:48:32, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7422, loss_cls: 2.1072, loss: 2.1072, grad_norm: 6.4257 2020-10-11 05:26:43,651 - mmaction - INFO - Epoch [12][120/2640] lr: 1.000e-02, eta: 23:48:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7383, loss_cls: 2.1403, loss: 2.1403, grad_norm: 6.3391 2020-10-11 05:27:00,032 - mmaction - INFO - Epoch [12][140/2640] lr: 1.000e-02, eta: 23:47:57, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7281, loss_cls: 2.1933, loss: 2.1933, grad_norm: 5.9341 2020-10-11 05:27:16,651 - mmaction - INFO - Epoch [12][160/2640] lr: 1.000e-02, eta: 23:47:41, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0356, loss: 2.0356, grad_norm: 6.2536 2020-10-11 05:27:33,023 - mmaction - INFO - Epoch [12][180/2640] lr: 1.000e-02, eta: 23:47:23, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7617, loss_cls: 2.0406, loss: 2.0406, grad_norm: 6.3322 2020-10-11 05:27:49,612 - mmaction - INFO - Epoch [12][200/2640] lr: 1.000e-02, eta: 23:47:06, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7516, loss_cls: 2.1060, loss: 2.1060, grad_norm: 6.1110 2020-10-11 05:28:06,164 - mmaction - INFO - Epoch [12][220/2640] lr: 1.000e-02, eta: 23:46:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7430, loss_cls: 2.1502, loss: 2.1502, grad_norm: 6.3621 2020-10-11 05:28:22,597 - mmaction - INFO - Epoch [12][240/2640] lr: 1.000e-02, eta: 23:46:31, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7633, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.5530 2020-10-11 05:28:38,979 - mmaction - INFO - Epoch [12][260/2640] lr: 1.000e-02, eta: 23:46:14, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7531, loss_cls: 2.0700, loss: 2.0700, grad_norm: 6.3035 2020-10-11 05:28:55,324 - mmaction - INFO - Epoch [12][280/2640] lr: 1.000e-02, eta: 23:45:56, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.1404, loss: 2.1404, grad_norm: 6.2373 2020-10-11 05:29:11,942 - mmaction - INFO - Epoch [12][300/2640] lr: 1.000e-02, eta: 23:45:39, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7633, loss_cls: 2.0775, loss: 2.0775, grad_norm: 6.1161 2020-10-11 05:29:28,311 - mmaction - INFO - Epoch [12][320/2640] lr: 1.000e-02, eta: 23:45:21, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 1.9974, loss: 1.9974, grad_norm: 6.3883 2020-10-11 05:29:44,976 - mmaction - INFO - Epoch [12][340/2640] lr: 1.000e-02, eta: 23:45:05, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.0887, loss: 2.0887, grad_norm: 6.2813 2020-10-11 05:30:01,319 - mmaction - INFO - Epoch [12][360/2640] lr: 1.000e-02, eta: 23:44:47, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1044, loss: 2.1044, grad_norm: 6.2766 2020-10-11 05:30:17,857 - mmaction - INFO - Epoch [12][380/2640] lr: 1.000e-02, eta: 23:44:30, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7594, loss_cls: 2.0253, loss: 2.0253, grad_norm: 6.1464 2020-10-11 05:30:34,491 - mmaction - INFO - Epoch [12][400/2640] lr: 1.000e-02, eta: 23:44:13, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7562, loss_cls: 2.1038, loss: 2.1038, grad_norm: 6.0297 2020-10-11 05:30:50,862 - mmaction - INFO - Epoch [12][420/2640] lr: 1.000e-02, eta: 23:43:55, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7609, loss_cls: 2.0774, loss: 2.0774, grad_norm: 6.3475 2020-10-11 05:31:07,472 - mmaction - INFO - Epoch [12][440/2640] lr: 1.000e-02, eta: 23:43:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7406, loss_cls: 2.1990, loss: 2.1990, grad_norm: 6.0008 2020-10-11 05:31:24,041 - mmaction - INFO - Epoch [12][460/2640] lr: 1.000e-02, eta: 23:43:22, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1150, loss: 2.1150, grad_norm: 6.0624 2020-10-11 05:31:40,618 - mmaction - INFO - Epoch [12][480/2640] lr: 1.000e-02, eta: 23:43:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7656, loss_cls: 2.0535, loss: 2.0535, grad_norm: 6.3314 2020-10-11 05:31:56,997 - mmaction - INFO - Epoch [12][500/2640] lr: 1.000e-02, eta: 23:42:47, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7461, loss_cls: 2.1401, loss: 2.1401, grad_norm: 6.2635 2020-10-11 05:32:13,590 - mmaction - INFO - Epoch [12][520/2640] lr: 1.000e-02, eta: 23:42:30, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7398, loss_cls: 2.1383, loss: 2.1383, grad_norm: 6.2792 2020-10-11 05:32:30,008 - mmaction - INFO - Epoch [12][540/2640] lr: 1.000e-02, eta: 23:42:13, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7492, loss_cls: 2.1343, loss: 2.1343, grad_norm: 6.3408 2020-10-11 05:32:46,351 - mmaction - INFO - Epoch [12][560/2640] lr: 1.000e-02, eta: 23:41:55, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7414, loss_cls: 2.1902, loss: 2.1902, grad_norm: 6.5301 2020-10-11 05:33:02,965 - mmaction - INFO - Epoch [12][580/2640] lr: 1.000e-02, eta: 23:41:38, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7469, loss_cls: 2.1502, loss: 2.1502, grad_norm: 6.2307 2020-10-11 05:33:19,531 - mmaction - INFO - Epoch [12][600/2640] lr: 1.000e-02, eta: 23:41:21, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7367, loss_cls: 2.1724, loss: 2.1724, grad_norm: 6.3257 2020-10-11 05:33:36,148 - mmaction - INFO - Epoch [12][620/2640] lr: 1.000e-02, eta: 23:41:04, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.2215, loss: 2.2215, grad_norm: 6.1976 2020-10-11 05:33:52,508 - mmaction - INFO - Epoch [12][640/2640] lr: 1.000e-02, eta: 23:40:46, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7414, loss_cls: 2.0977, loss: 2.0977, grad_norm: 5.9385 2020-10-11 05:34:09,122 - mmaction - INFO - Epoch [12][660/2640] lr: 1.000e-02, eta: 23:40:29, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7383, loss_cls: 2.1399, loss: 2.1399, grad_norm: 6.4577 2020-10-11 05:34:25,481 - mmaction - INFO - Epoch [12][680/2640] lr: 1.000e-02, eta: 23:40:12, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7406, loss_cls: 2.1521, loss: 2.1521, grad_norm: 6.0377 2020-10-11 05:34:42,081 - mmaction - INFO - Epoch [12][700/2640] lr: 1.000e-02, eta: 23:39:55, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7523, loss_cls: 2.1140, loss: 2.1140, grad_norm: 6.4739 2020-10-11 05:34:58,506 - mmaction - INFO - Epoch [12][720/2640] lr: 1.000e-02, eta: 23:39:38, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7594, loss_cls: 2.0651, loss: 2.0651, grad_norm: 6.3112 2020-10-11 05:35:15,112 - mmaction - INFO - Epoch [12][740/2640] lr: 1.000e-02, eta: 23:39:20, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.3866 2020-10-11 05:35:31,627 - mmaction - INFO - Epoch [12][760/2640] lr: 1.000e-02, eta: 23:39:04, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7844, loss_cls: 1.9443, loss: 1.9443, grad_norm: 6.0146 2020-10-11 05:35:48,271 - mmaction - INFO - Epoch [12][780/2640] lr: 1.000e-02, eta: 23:38:47, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7586, loss_cls: 2.0527, loss: 2.0527, grad_norm: 6.4785 2020-10-11 05:36:04,596 - mmaction - INFO - Epoch [12][800/2640] lr: 1.000e-02, eta: 23:38:29, time: 0.817, data_time: 0.005, memory: 9800, top1_acc: 0.4570, top5_acc: 0.7383, loss_cls: 2.1995, loss: 2.1995, grad_norm: 6.5628 2020-10-11 05:36:21,055 - mmaction - INFO - Epoch [12][820/2640] lr: 1.000e-02, eta: 23:38:12, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7289, loss_cls: 2.1621, loss: 2.1621, grad_norm: 6.0955 2020-10-11 05:36:37,656 - mmaction - INFO - Epoch [12][840/2640] lr: 1.000e-02, eta: 23:37:55, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7242, loss_cls: 2.1824, loss: 2.1824, grad_norm: 6.1956 2020-10-11 05:36:53,999 - mmaction - INFO - Epoch [12][860/2640] lr: 1.000e-02, eta: 23:37:37, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7367, loss_cls: 2.1609, loss: 2.1609, grad_norm: 6.3712 2020-10-11 05:37:10,627 - mmaction - INFO - Epoch [12][880/2640] lr: 1.000e-02, eta: 23:37:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7367, loss_cls: 2.1564, loss: 2.1564, grad_norm: 6.1707 2020-10-11 05:37:27,154 - mmaction - INFO - Epoch [12][900/2640] lr: 1.000e-02, eta: 23:37:03, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7438, loss_cls: 2.1697, loss: 2.1697, grad_norm: 6.1034 2020-10-11 05:37:43,730 - mmaction - INFO - Epoch [12][920/2640] lr: 1.000e-02, eta: 23:36:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7609, loss_cls: 2.0667, loss: 2.0667, grad_norm: 6.2466 2020-10-11 05:38:00,148 - mmaction - INFO - Epoch [12][940/2640] lr: 1.000e-02, eta: 23:36:29, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7469, loss_cls: 2.1282, loss: 2.1282, grad_norm: 6.2692 2020-10-11 05:38:16,600 - mmaction - INFO - Epoch [12][960/2640] lr: 1.000e-02, eta: 23:36:11, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7477, loss_cls: 2.1351, loss: 2.1351, grad_norm: 6.5557 2020-10-11 05:38:33,085 - mmaction - INFO - Epoch [12][980/2640] lr: 1.000e-02, eta: 23:35:54, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7484, loss_cls: 2.1150, loss: 2.1150, grad_norm: 6.3967 2020-10-11 05:38:49,527 - mmaction - INFO - Epoch [12][1000/2640] lr: 1.000e-02, eta: 23:35:36, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.1738, loss: 2.1738, grad_norm: 6.3171 2020-10-11 05:39:05,914 - mmaction - INFO - Epoch [12][1020/2640] lr: 1.000e-02, eta: 23:35:19, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7328, loss_cls: 2.1952, loss: 2.1952, grad_norm: 6.4204 2020-10-11 05:39:22,490 - mmaction - INFO - Epoch [12][1040/2640] lr: 1.000e-02, eta: 23:35:02, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7445, loss_cls: 2.1541, loss: 2.1541, grad_norm: 6.4068 2020-10-11 05:39:38,835 - mmaction - INFO - Epoch [12][1060/2640] lr: 1.000e-02, eta: 23:34:44, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4461, top5_acc: 0.7297, loss_cls: 2.2435, loss: 2.2435, grad_norm: 6.2684 2020-10-11 05:39:55,229 - mmaction - INFO - Epoch [12][1080/2640] lr: 1.000e-02, eta: 23:34:27, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.1277, loss: 2.1277, grad_norm: 5.7457 2020-10-11 05:40:11,737 - mmaction - INFO - Epoch [12][1100/2640] lr: 1.000e-02, eta: 23:34:09, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.1306, loss: 2.1306, grad_norm: 5.9995 2020-10-11 05:40:28,193 - mmaction - INFO - Epoch [12][1120/2640] lr: 1.000e-02, eta: 23:33:52, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7336, loss_cls: 2.1772, loss: 2.1772, grad_norm: 6.0569 2020-10-11 05:40:44,631 - mmaction - INFO - Epoch [12][1140/2640] lr: 1.000e-02, eta: 23:33:35, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7570, loss_cls: 2.1037, loss: 2.1037, grad_norm: 6.1399 2020-10-11 05:41:00,961 - mmaction - INFO - Epoch [12][1160/2640] lr: 1.000e-02, eta: 23:33:17, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7391, loss_cls: 2.1636, loss: 2.1636, grad_norm: 6.1405 2020-10-11 05:41:17,577 - mmaction - INFO - Epoch [12][1180/2640] lr: 1.000e-02, eta: 23:33:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4359, top5_acc: 0.7406, loss_cls: 2.1801, loss: 2.1801, grad_norm: 6.3701 2020-10-11 05:41:33,985 - mmaction - INFO - Epoch [12][1200/2640] lr: 1.000e-02, eta: 23:32:43, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7344, loss_cls: 2.2660, loss: 2.2660, grad_norm: 6.3387 2020-10-11 05:41:50,344 - mmaction - INFO - Epoch [12][1220/2640] lr: 1.000e-02, eta: 23:32:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7477, loss_cls: 2.1233, loss: 2.1233, grad_norm: 6.0432 2020-10-11 05:42:06,947 - mmaction - INFO - Epoch [12][1240/2640] lr: 1.000e-02, eta: 23:32:08, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1614, loss: 2.1614, grad_norm: 6.1962 2020-10-11 05:42:23,324 - mmaction - INFO - Epoch [12][1260/2640] lr: 1.000e-02, eta: 23:31:51, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7547, loss_cls: 2.0964, loss: 2.0964, grad_norm: 6.0805 2020-10-11 05:42:40,083 - mmaction - INFO - Epoch [12][1280/2640] lr: 1.000e-02, eta: 23:31:34, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7484, loss_cls: 2.1154, loss: 2.1154, grad_norm: 6.2773 2020-10-11 05:42:56,492 - mmaction - INFO - Epoch [12][1300/2640] lr: 1.000e-02, eta: 23:31:17, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7391, loss_cls: 2.1498, loss: 2.1498, grad_norm: 6.1802 2020-10-11 05:43:13,107 - mmaction - INFO - Epoch [12][1320/2640] lr: 1.000e-02, eta: 23:31:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7492, loss_cls: 2.1150, loss: 2.1150, grad_norm: 6.0568 2020-10-11 05:43:29,661 - mmaction - INFO - Epoch [12][1340/2640] lr: 1.000e-02, eta: 23:30:43, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7453, loss_cls: 2.0918, loss: 2.0918, grad_norm: 6.0212 2020-10-11 05:43:46,084 - mmaction - INFO - Epoch [12][1360/2640] lr: 1.000e-02, eta: 23:30:25, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7289, loss_cls: 2.1506, loss: 2.1506, grad_norm: 6.1777 2020-10-11 05:44:02,626 - mmaction - INFO - Epoch [12][1380/2640] lr: 1.000e-02, eta: 23:30:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7453, loss_cls: 2.1258, loss: 2.1258, grad_norm: 6.2180 2020-10-11 05:44:19,090 - mmaction - INFO - Epoch [12][1400/2640] lr: 1.000e-02, eta: 23:29:51, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7328, loss_cls: 2.1553, loss: 2.1553, grad_norm: 6.1090 2020-10-11 05:44:35,827 - mmaction - INFO - Epoch [12][1420/2640] lr: 1.000e-02, eta: 23:29:35, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.0484, loss: 2.0484, grad_norm: 6.2735 2020-10-11 05:44:52,215 - mmaction - INFO - Epoch [12][1440/2640] lr: 1.000e-02, eta: 23:29:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7516, loss_cls: 2.0790, loss: 2.0790, grad_norm: 6.4638 2020-10-11 05:45:08,825 - mmaction - INFO - Epoch [12][1460/2640] lr: 1.000e-02, eta: 23:29:00, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7352, loss_cls: 2.1607, loss: 2.1607, grad_norm: 6.2501 2020-10-11 05:45:25,183 - mmaction - INFO - Epoch [12][1480/2640] lr: 1.000e-02, eta: 23:28:43, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7461, loss_cls: 2.1592, loss: 2.1592, grad_norm: 6.4622 2020-10-11 05:45:41,749 - mmaction - INFO - Epoch [12][1500/2640] lr: 1.000e-02, eta: 23:28:26, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4523, top5_acc: 0.7453, loss_cls: 2.1997, loss: 2.1997, grad_norm: 6.3418 2020-10-11 05:45:58,154 - mmaction - INFO - Epoch [12][1520/2640] lr: 1.000e-02, eta: 23:28:08, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7383, loss_cls: 2.1995, loss: 2.1995, grad_norm: 6.1902 2020-10-11 05:46:14,780 - mmaction - INFO - Epoch [12][1540/2640] lr: 1.000e-02, eta: 23:27:51, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7359, loss_cls: 2.1958, loss: 2.1958, grad_norm: 6.1674 2020-10-11 05:46:31,128 - mmaction - INFO - Epoch [12][1560/2640] lr: 1.000e-02, eta: 23:27:34, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7453, loss_cls: 2.1120, loss: 2.1120, grad_norm: 6.6136 2020-10-11 05:46:47,736 - mmaction - INFO - Epoch [12][1580/2640] lr: 1.000e-02, eta: 23:27:17, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7773, loss_cls: 2.0121, loss: 2.0121, grad_norm: 6.0404 2020-10-11 05:47:04,298 - mmaction - INFO - Epoch [12][1600/2640] lr: 1.000e-02, eta: 23:27:00, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7680, loss_cls: 2.0906, loss: 2.0906, grad_norm: 6.1936 2020-10-11 05:47:20,926 - mmaction - INFO - Epoch [12][1620/2640] lr: 1.000e-02, eta: 23:26:43, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7656, loss_cls: 2.0203, loss: 2.0203, grad_norm: 6.2161 2020-10-11 05:47:37,346 - mmaction - INFO - Epoch [12][1640/2640] lr: 1.000e-02, eta: 23:26:26, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7453, loss_cls: 2.1390, loss: 2.1390, grad_norm: 6.2819 2020-10-11 05:47:53,879 - mmaction - INFO - Epoch [12][1660/2640] lr: 1.000e-02, eta: 23:26:09, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7500, loss_cls: 2.0736, loss: 2.0736, grad_norm: 6.3170 2020-10-11 05:48:10,262 - mmaction - INFO - Epoch [12][1680/2640] lr: 1.000e-02, eta: 23:25:51, time: 0.818, data_time: 0.006, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7570, loss_cls: 2.0329, loss: 2.0329, grad_norm: 6.1963 2020-10-11 05:48:26,828 - mmaction - INFO - Epoch [12][1700/2640] lr: 1.000e-02, eta: 23:25:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7320, loss_cls: 2.2007, loss: 2.2007, grad_norm: 6.4865 2020-10-11 05:48:43,274 - mmaction - INFO - Epoch [12][1720/2640] lr: 1.000e-02, eta: 23:25:17, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7523, loss_cls: 2.0727, loss: 2.0727, grad_norm: 6.3765 2020-10-11 05:48:59,816 - mmaction - INFO - Epoch [12][1740/2640] lr: 1.000e-02, eta: 23:25:00, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7430, loss_cls: 2.1679, loss: 2.1679, grad_norm: 6.3037 2020-10-11 05:49:16,402 - mmaction - INFO - Epoch [12][1760/2640] lr: 1.000e-02, eta: 23:24:43, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7516, loss_cls: 2.0998, loss: 2.0998, grad_norm: 6.2147 2020-10-11 05:49:32,795 - mmaction - INFO - Epoch [12][1780/2640] lr: 1.000e-02, eta: 23:24:25, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7484, loss_cls: 2.1429, loss: 2.1429, grad_norm: 6.7014 2020-10-11 05:49:49,237 - mmaction - INFO - Epoch [12][1800/2640] lr: 1.000e-02, eta: 23:24:08, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7469, loss_cls: 2.1576, loss: 2.1576, grad_norm: 6.4954 2020-10-11 05:50:06,587 - mmaction - INFO - Epoch [12][1820/2640] lr: 1.000e-02, eta: 23:23:54, time: 0.868, data_time: 0.005, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1438, loss: 2.1438, grad_norm: 5.9648 2020-10-11 05:50:22,986 - mmaction - INFO - Epoch [12][1840/2640] lr: 1.000e-02, eta: 23:23:36, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7375, loss_cls: 2.1260, loss: 2.1260, grad_norm: 6.0404 2020-10-11 05:50:39,388 - mmaction - INFO - Epoch [12][1860/2640] lr: 1.000e-02, eta: 23:23:19, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7195, loss_cls: 2.1930, loss: 2.1930, grad_norm: 6.0398 2020-10-11 05:50:55,736 - mmaction - INFO - Epoch [12][1880/2640] lr: 1.000e-02, eta: 23:23:01, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7328, loss_cls: 2.1849, loss: 2.1849, grad_norm: 6.1106 2020-10-11 05:51:12,368 - mmaction - INFO - Epoch [12][1900/2640] lr: 1.000e-02, eta: 23:22:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7469, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.2228 2020-10-11 05:51:28,916 - mmaction - INFO - Epoch [12][1920/2640] lr: 1.000e-02, eta: 23:22:27, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7453, loss_cls: 2.1923, loss: 2.1923, grad_norm: 6.3703 2020-10-11 05:51:45,427 - mmaction - INFO - Epoch [12][1940/2640] lr: 1.000e-02, eta: 23:22:10, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.1914, loss: 2.1914, grad_norm: 5.9887 2020-10-11 05:52:01,899 - mmaction - INFO - Epoch [12][1960/2640] lr: 1.000e-02, eta: 23:21:53, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7727, loss_cls: 2.0325, loss: 2.0325, grad_norm: 6.1921 2020-10-11 05:52:18,365 - mmaction - INFO - Epoch [12][1980/2640] lr: 1.000e-02, eta: 23:21:36, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7312, loss_cls: 2.1807, loss: 2.1807, grad_norm: 6.1053 2020-10-11 05:52:34,848 - mmaction - INFO - Epoch [12][2000/2640] lr: 1.000e-02, eta: 23:21:18, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7430, loss_cls: 2.1139, loss: 2.1139, grad_norm: 6.2589 2020-10-11 05:52:51,244 - mmaction - INFO - Epoch [12][2020/2640] lr: 1.000e-02, eta: 23:21:01, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7367, loss_cls: 2.1737, loss: 2.1737, grad_norm: 6.0488 2020-10-11 05:53:07,677 - mmaction - INFO - Epoch [12][2040/2640] lr: 1.000e-02, eta: 23:20:43, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7266, loss_cls: 2.2211, loss: 2.2211, grad_norm: 6.0854 2020-10-11 05:53:24,221 - mmaction - INFO - Epoch [12][2060/2640] lr: 1.000e-02, eta: 23:20:27, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7617, loss_cls: 2.0176, loss: 2.0176, grad_norm: 6.1543 2020-10-11 05:53:40,679 - mmaction - INFO - Epoch [12][2080/2640] lr: 1.000e-02, eta: 23:20:09, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7406, loss_cls: 2.1172, loss: 2.1172, grad_norm: 6.0448 2020-10-11 05:53:57,204 - mmaction - INFO - Epoch [12][2100/2640] lr: 1.000e-02, eta: 23:19:52, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7477, loss_cls: 2.1646, loss: 2.1646, grad_norm: 6.3099 2020-10-11 05:54:13,601 - mmaction - INFO - Epoch [12][2120/2640] lr: 1.000e-02, eta: 23:19:35, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.1112, loss: 2.1112, grad_norm: 6.1998 2020-10-11 05:54:30,166 - mmaction - INFO - Epoch [12][2140/2640] lr: 1.000e-02, eta: 23:19:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.0936, loss: 2.0936, grad_norm: 5.8172 2020-10-11 05:54:46,622 - mmaction - INFO - Epoch [12][2160/2640] lr: 1.000e-02, eta: 23:19:00, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7695, loss_cls: 2.0347, loss: 2.0347, grad_norm: 6.2024 2020-10-11 05:55:03,199 - mmaction - INFO - Epoch [12][2180/2640] lr: 1.000e-02, eta: 23:18:43, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7625, loss_cls: 2.1235, loss: 2.1235, grad_norm: 6.1710 2020-10-11 05:55:19,525 - mmaction - INFO - Epoch [12][2200/2640] lr: 1.000e-02, eta: 23:18:26, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7336, loss_cls: 2.1519, loss: 2.1519, grad_norm: 6.2117 2020-10-11 05:55:35,902 - mmaction - INFO - Epoch [12][2220/2640] lr: 1.000e-02, eta: 23:18:08, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7445, loss_cls: 2.0673, loss: 2.0673, grad_norm: 6.0310 2020-10-11 05:55:52,314 - mmaction - INFO - Epoch [12][2240/2640] lr: 1.000e-02, eta: 23:17:51, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4641, top5_acc: 0.7406, loss_cls: 2.1650, loss: 2.1650, grad_norm: 5.9821 2020-10-11 05:56:08,910 - mmaction - INFO - Epoch [12][2260/2640] lr: 1.000e-02, eta: 23:17:34, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.1186, loss: 2.1186, grad_norm: 6.0775 2020-10-11 05:56:25,272 - mmaction - INFO - Epoch [12][2280/2640] lr: 1.000e-02, eta: 23:17:16, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4414, top5_acc: 0.7367, loss_cls: 2.1819, loss: 2.1819, grad_norm: 6.5130 2020-10-11 05:56:41,897 - mmaction - INFO - Epoch [12][2300/2640] lr: 1.000e-02, eta: 23:17:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7570, loss_cls: 2.0746, loss: 2.0746, grad_norm: 6.1840 2020-10-11 05:56:58,247 - mmaction - INFO - Epoch [12][2320/2640] lr: 1.000e-02, eta: 23:16:42, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7383, loss_cls: 2.1835, loss: 2.1835, grad_norm: 6.2226 2020-10-11 05:57:14,896 - mmaction - INFO - Epoch [12][2340/2640] lr: 1.000e-02, eta: 23:16:25, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7555, loss_cls: 2.0814, loss: 2.0814, grad_norm: 6.1924 2020-10-11 05:57:31,425 - mmaction - INFO - Epoch [12][2360/2640] lr: 1.000e-02, eta: 23:16:08, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.1454, loss: 2.1454, grad_norm: 6.1574 2020-10-11 05:57:47,884 - mmaction - INFO - Epoch [12][2380/2640] lr: 1.000e-02, eta: 23:15:51, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7680, loss_cls: 1.9975, loss: 1.9975, grad_norm: 6.1075 2020-10-11 05:58:04,400 - mmaction - INFO - Epoch [12][2400/2640] lr: 1.000e-02, eta: 23:15:34, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.1752, loss: 2.1752, grad_norm: 6.1963 2020-10-11 05:58:20,832 - mmaction - INFO - Epoch [12][2420/2640] lr: 1.000e-02, eta: 23:15:16, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1099, loss: 2.1099, grad_norm: 5.9813 2020-10-11 05:58:37,609 - mmaction - INFO - Epoch [12][2440/2640] lr: 1.000e-02, eta: 23:15:00, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1262, loss: 2.1262, grad_norm: 6.6451 2020-10-11 05:58:53,977 - mmaction - INFO - Epoch [12][2460/2640] lr: 1.000e-02, eta: 23:14:43, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7422, loss_cls: 2.1541, loss: 2.1541, grad_norm: 6.3804 2020-10-11 05:59:10,439 - mmaction - INFO - Epoch [12][2480/2640] lr: 1.000e-02, eta: 23:14:25, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4602, top5_acc: 0.7352, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.2879 2020-10-11 05:59:26,930 - mmaction - INFO - Epoch [12][2500/2640] lr: 1.000e-02, eta: 23:14:08, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7602, loss_cls: 2.1227, loss: 2.1227, grad_norm: 6.3571 2020-10-11 05:59:43,574 - mmaction - INFO - Epoch [12][2520/2640] lr: 1.000e-02, eta: 23:13:52, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7508, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.2286 2020-10-11 05:59:59,945 - mmaction - INFO - Epoch [12][2540/2640] lr: 1.000e-02, eta: 23:13:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7383, loss_cls: 2.1881, loss: 2.1881, grad_norm: 6.1261 2020-10-11 06:00:18,214 - mmaction - INFO - Epoch [12][2560/2640] lr: 1.000e-02, eta: 23:13:22, time: 0.899, data_time: 0.004, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7438, loss_cls: 2.1691, loss: 2.1691, grad_norm: 6.3972 2020-10-11 06:00:34,946 - mmaction - INFO - Epoch [12][2580/2640] lr: 1.000e-02, eta: 23:13:06, time: 0.851, data_time: 0.029, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7430, loss_cls: 2.1176, loss: 2.1176, grad_norm: 6.0766 2020-10-11 06:00:51,522 - mmaction - INFO - Epoch [12][2600/2640] lr: 1.000e-02, eta: 23:12:49, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7430, loss_cls: 2.1394, loss: 2.1394, grad_norm: 6.3597 2020-10-11 06:01:08,192 - mmaction - INFO - Epoch [12][2620/2640] lr: 1.000e-02, eta: 23:12:33, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.1312, loss: 2.1312, grad_norm: 6.4220 2020-10-11 06:01:24,221 - mmaction - INFO - Epoch [12][2640/2640] lr: 1.000e-02, eta: 23:12:14, time: 0.802, data_time: 0.005, memory: 9800, top1_acc: 0.4355, top5_acc: 0.7137, loss_cls: 2.2746, loss: 2.2746, grad_norm: 6.3846 2020-10-11 06:01:24,642 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-10-11 06:01:57,012 - mmaction - INFO - Epoch [13][20/2640] lr: 1.000e-02, eta: 23:12:41, time: 1.515, data_time: 0.665, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7484, loss_cls: 2.0894, loss: 2.0894, grad_norm: 6.0154 2020-10-11 06:02:13,421 - mmaction - INFO - Epoch [13][40/2640] lr: 1.000e-02, eta: 23:12:23, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7453, loss_cls: 2.1105, loss: 2.1105, grad_norm: 6.3246 2020-10-11 06:02:29,859 - mmaction - INFO - Epoch [13][60/2640] lr: 1.000e-02, eta: 23:12:06, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7664, loss_cls: 1.9881, loss: 1.9881, grad_norm: 6.1110 2020-10-11 06:02:46,215 - mmaction - INFO - Epoch [13][80/2640] lr: 1.000e-02, eta: 23:11:48, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7297, loss_cls: 2.2302, loss: 2.2302, grad_norm: 6.1351 2020-10-11 06:03:02,638 - mmaction - INFO - Epoch [13][100/2640] lr: 1.000e-02, eta: 23:11:31, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7508, loss_cls: 2.0964, loss: 2.0964, grad_norm: 6.0117 2020-10-11 06:03:18,979 - mmaction - INFO - Epoch [13][120/2640] lr: 1.000e-02, eta: 23:11:13, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7789, loss_cls: 1.9661, loss: 1.9661, grad_norm: 6.1401 2020-10-11 06:03:35,432 - mmaction - INFO - Epoch [13][140/2640] lr: 1.000e-02, eta: 23:10:56, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 2.0002, loss: 2.0002, grad_norm: 6.0161 2020-10-11 06:03:51,813 - mmaction - INFO - Epoch [13][160/2640] lr: 1.000e-02, eta: 23:10:38, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.0709, loss: 2.0709, grad_norm: 6.4707 2020-10-11 06:04:08,407 - mmaction - INFO - Epoch [13][180/2640] lr: 1.000e-02, eta: 23:10:21, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7609, loss_cls: 2.0684, loss: 2.0684, grad_norm: 6.3138 2020-10-11 06:04:24,930 - mmaction - INFO - Epoch [13][200/2640] lr: 1.000e-02, eta: 23:10:04, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7523, loss_cls: 2.0745, loss: 2.0745, grad_norm: 6.2313 2020-10-11 06:04:41,364 - mmaction - INFO - Epoch [13][220/2640] lr: 1.000e-02, eta: 23:09:47, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7461, loss_cls: 2.1413, loss: 2.1413, grad_norm: 6.1825 2020-10-11 06:04:57,707 - mmaction - INFO - Epoch [13][240/2640] lr: 1.000e-02, eta: 23:09:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7570, loss_cls: 2.1053, loss: 2.1053, grad_norm: 6.4214 2020-10-11 06:05:14,343 - mmaction - INFO - Epoch [13][260/2640] lr: 1.000e-02, eta: 23:09:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7344, loss_cls: 2.1702, loss: 2.1702, grad_norm: 6.3013 2020-10-11 06:05:30,869 - mmaction - INFO - Epoch [13][280/2640] lr: 1.000e-02, eta: 23:08:55, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.1539, loss: 2.1539, grad_norm: 6.2969 2020-10-11 06:05:47,339 - mmaction - INFO - Epoch [13][300/2640] lr: 1.000e-02, eta: 23:08:38, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.0856, loss: 2.0856, grad_norm: 6.0586 2020-10-11 06:06:03,850 - mmaction - INFO - Epoch [13][320/2640] lr: 1.000e-02, eta: 23:08:21, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7672, loss_cls: 2.0385, loss: 2.0385, grad_norm: 6.5579 2020-10-11 06:06:20,307 - mmaction - INFO - Epoch [13][340/2640] lr: 1.000e-02, eta: 23:08:03, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7414, loss_cls: 2.1309, loss: 2.1309, grad_norm: 6.2373 2020-10-11 06:06:36,902 - mmaction - INFO - Epoch [13][360/2640] lr: 1.000e-02, eta: 23:07:47, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7734, loss_cls: 2.0180, loss: 2.0180, grad_norm: 6.2075 2020-10-11 06:06:53,414 - mmaction - INFO - Epoch [13][380/2640] lr: 1.000e-02, eta: 23:07:30, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7422, loss_cls: 2.1404, loss: 2.1404, grad_norm: 6.3373 2020-10-11 06:07:09,866 - mmaction - INFO - Epoch [13][400/2640] lr: 1.000e-02, eta: 23:07:12, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.0582, loss: 2.0582, grad_norm: 6.3272 2020-10-11 06:07:26,393 - mmaction - INFO - Epoch [13][420/2640] lr: 1.000e-02, eta: 23:06:55, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7672, loss_cls: 2.0108, loss: 2.0108, grad_norm: 6.3655 2020-10-11 06:07:42,964 - mmaction - INFO - Epoch [13][440/2640] lr: 1.000e-02, eta: 23:06:38, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7570, loss_cls: 2.0947, loss: 2.0947, grad_norm: 6.2124 2020-10-11 06:07:59,372 - mmaction - INFO - Epoch [13][460/2640] lr: 1.000e-02, eta: 23:06:21, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7523, loss_cls: 2.0679, loss: 2.0679, grad_norm: 6.5593 2020-10-11 06:08:16,036 - mmaction - INFO - Epoch [13][480/2640] lr: 1.000e-02, eta: 23:06:04, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.0964, loss: 2.0964, grad_norm: 6.2884 2020-10-11 06:08:32,554 - mmaction - INFO - Epoch [13][500/2640] lr: 1.000e-02, eta: 23:05:47, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7453, loss_cls: 2.0961, loss: 2.0961, grad_norm: 6.2553 2020-10-11 06:08:48,956 - mmaction - INFO - Epoch [13][520/2640] lr: 1.000e-02, eta: 23:05:30, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7578, loss_cls: 2.0255, loss: 2.0255, grad_norm: 6.2211 2020-10-11 06:09:05,539 - mmaction - INFO - Epoch [13][540/2640] lr: 1.000e-02, eta: 23:05:13, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1156, loss: 2.1156, grad_norm: 5.9686 2020-10-11 06:09:21,986 - mmaction - INFO - Epoch [13][560/2640] lr: 1.000e-02, eta: 23:04:55, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7547, loss_cls: 2.1118, loss: 2.1118, grad_norm: 6.4146 2020-10-11 06:09:38,564 - mmaction - INFO - Epoch [13][580/2640] lr: 1.000e-02, eta: 23:04:39, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7469, loss_cls: 2.1544, loss: 2.1544, grad_norm: 6.0743 2020-10-11 06:09:54,910 - mmaction - INFO - Epoch [13][600/2640] lr: 1.000e-02, eta: 23:04:21, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7422, loss_cls: 2.1376, loss: 2.1376, grad_norm: 6.0678 2020-10-11 06:10:11,485 - mmaction - INFO - Epoch [13][620/2640] lr: 1.000e-02, eta: 23:04:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1201, loss: 2.1201, grad_norm: 6.3833 2020-10-11 06:10:27,863 - mmaction - INFO - Epoch [13][640/2640] lr: 1.000e-02, eta: 23:03:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7547, loss_cls: 2.0553, loss: 2.0553, grad_norm: 6.2644 2020-10-11 06:10:44,466 - mmaction - INFO - Epoch [13][660/2640] lr: 1.000e-02, eta: 23:03:30, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7680, loss_cls: 2.0340, loss: 2.0340, grad_norm: 6.4072 2020-10-11 06:11:00,838 - mmaction - INFO - Epoch [13][680/2640] lr: 1.000e-02, eta: 23:03:12, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7555, loss_cls: 2.0878, loss: 2.0878, grad_norm: 6.1305 2020-10-11 06:11:17,440 - mmaction - INFO - Epoch [13][700/2640] lr: 1.000e-02, eta: 23:02:55, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7578, loss_cls: 2.0356, loss: 2.0356, grad_norm: 6.0666 2020-10-11 06:11:33,796 - mmaction - INFO - Epoch [13][720/2640] lr: 1.000e-02, eta: 23:02:38, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7484, loss_cls: 2.0859, loss: 2.0859, grad_norm: 6.3244 2020-10-11 06:11:50,234 - mmaction - INFO - Epoch [13][740/2640] lr: 1.000e-02, eta: 23:02:20, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7625, loss_cls: 2.0564, loss: 2.0564, grad_norm: 6.5230 2020-10-11 06:12:06,809 - mmaction - INFO - Epoch [13][760/2640] lr: 1.000e-02, eta: 23:02:03, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7469, loss_cls: 2.1348, loss: 2.1348, grad_norm: 6.0564 2020-10-11 06:12:23,368 - mmaction - INFO - Epoch [13][780/2640] lr: 1.000e-02, eta: 23:01:46, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7773, loss_cls: 2.0031, loss: 2.0031, grad_norm: 5.8502 2020-10-11 06:12:39,794 - mmaction - INFO - Epoch [13][800/2640] lr: 1.000e-02, eta: 23:01:29, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7625, loss_cls: 2.0781, loss: 2.0781, grad_norm: 6.3718 2020-10-11 06:12:56,363 - mmaction - INFO - Epoch [13][820/2640] lr: 1.000e-02, eta: 23:01:12, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7617, loss_cls: 2.0366, loss: 2.0366, grad_norm: 6.1849 2020-10-11 06:13:12,770 - mmaction - INFO - Epoch [13][840/2640] lr: 1.000e-02, eta: 23:00:55, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1070, loss: 2.1070, grad_norm: 6.2519 2020-10-11 06:13:29,343 - mmaction - INFO - Epoch [13][860/2640] lr: 1.000e-02, eta: 23:00:38, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2164, loss: 2.2164, grad_norm: 5.9982 2020-10-11 06:13:45,945 - mmaction - INFO - Epoch [13][880/2640] lr: 1.000e-02, eta: 23:00:21, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7648, loss_cls: 2.0321, loss: 2.0321, grad_norm: 5.8866 2020-10-11 06:14:02,478 - mmaction - INFO - Epoch [13][900/2640] lr: 1.000e-02, eta: 23:00:04, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.1199, loss: 2.1199, grad_norm: 6.2381 2020-10-11 06:14:18,942 - mmaction - INFO - Epoch [13][920/2640] lr: 1.000e-02, eta: 22:59:47, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7430, loss_cls: 2.1768, loss: 2.1768, grad_norm: 6.4233 2020-10-11 06:14:35,662 - mmaction - INFO - Epoch [13][940/2640] lr: 1.000e-02, eta: 22:59:30, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7750, loss_cls: 2.0331, loss: 2.0331, grad_norm: 6.0935 2020-10-11 06:14:52,037 - mmaction - INFO - Epoch [13][960/2640] lr: 1.000e-02, eta: 22:59:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4586, top5_acc: 0.7203, loss_cls: 2.2068, loss: 2.2068, grad_norm: 6.3389 2020-10-11 06:15:08,525 - mmaction - INFO - Epoch [13][980/2640] lr: 1.000e-02, eta: 22:58:55, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4516, top5_acc: 0.7336, loss_cls: 2.2351, loss: 2.2351, grad_norm: 6.5549 2020-10-11 06:15:25,026 - mmaction - INFO - Epoch [13][1000/2640] lr: 1.000e-02, eta: 22:58:38, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.0897, loss: 2.0897, grad_norm: 5.9616 2020-10-11 06:15:41,438 - mmaction - INFO - Epoch [13][1020/2640] lr: 1.000e-02, eta: 22:58:21, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7469, loss_cls: 2.1145, loss: 2.1145, grad_norm: 6.1125 2020-10-11 06:15:57,821 - mmaction - INFO - Epoch [13][1040/2640] lr: 1.000e-02, eta: 22:58:03, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7398, loss_cls: 2.1482, loss: 2.1482, grad_norm: 6.4280 2020-10-11 06:16:14,407 - mmaction - INFO - Epoch [13][1060/2640] lr: 1.000e-02, eta: 22:57:47, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7516, loss_cls: 2.1051, loss: 2.1051, grad_norm: 5.9549 2020-10-11 06:16:30,778 - mmaction - INFO - Epoch [13][1080/2640] lr: 1.000e-02, eta: 22:57:29, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7469, loss_cls: 2.0858, loss: 2.0858, grad_norm: 6.1491 2020-10-11 06:16:47,425 - mmaction - INFO - Epoch [13][1100/2640] lr: 1.000e-02, eta: 22:57:12, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7516, loss_cls: 2.0743, loss: 2.0743, grad_norm: 6.3328 2020-10-11 06:17:03,923 - mmaction - INFO - Epoch [13][1120/2640] lr: 1.000e-02, eta: 22:56:55, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.0988, loss: 2.0988, grad_norm: 6.3797 2020-10-11 06:17:20,350 - mmaction - INFO - Epoch [13][1140/2640] lr: 1.000e-02, eta: 22:56:38, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.1346, loss: 2.1346, grad_norm: 6.3532 2020-10-11 06:17:37,009 - mmaction - INFO - Epoch [13][1160/2640] lr: 1.000e-02, eta: 22:56:21, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7516, loss_cls: 2.1281, loss: 2.1281, grad_norm: 6.2704 2020-10-11 06:17:53,366 - mmaction - INFO - Epoch [13][1180/2640] lr: 1.000e-02, eta: 22:56:04, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7500, loss_cls: 2.1324, loss: 2.1324, grad_norm: 6.4388 2020-10-11 06:18:09,938 - mmaction - INFO - Epoch [13][1200/2640] lr: 1.000e-02, eta: 22:55:47, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7352, loss_cls: 2.1405, loss: 2.1405, grad_norm: 6.2313 2020-10-11 06:18:26,494 - mmaction - INFO - Epoch [13][1220/2640] lr: 1.000e-02, eta: 22:55:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7211, loss_cls: 2.2153, loss: 2.2153, grad_norm: 6.1131 2020-10-11 06:18:42,885 - mmaction - INFO - Epoch [13][1240/2640] lr: 1.000e-02, eta: 22:55:12, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7664, loss_cls: 2.0349, loss: 2.0349, grad_norm: 6.3500 2020-10-11 06:18:59,322 - mmaction - INFO - Epoch [13][1260/2640] lr: 1.000e-02, eta: 22:54:55, time: 0.818, data_time: 0.001, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.0808, loss: 2.0808, grad_norm: 6.3085 2020-10-11 06:19:15,839 - mmaction - INFO - Epoch [13][1280/2640] lr: 1.000e-02, eta: 22:54:38, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7391, loss_cls: 2.1839, loss: 2.1839, grad_norm: 6.1534 2020-10-11 06:19:32,260 - mmaction - INFO - Epoch [13][1300/2640] lr: 1.000e-02, eta: 22:54:21, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1169, loss: 2.1169, grad_norm: 6.0967 2020-10-11 06:19:48,840 - mmaction - INFO - Epoch [13][1320/2640] lr: 1.000e-02, eta: 22:54:04, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7375, loss_cls: 2.1629, loss: 2.1629, grad_norm: 5.9099 2020-10-11 06:20:05,335 - mmaction - INFO - Epoch [13][1340/2640] lr: 1.000e-02, eta: 22:53:47, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7648, loss_cls: 2.0876, loss: 2.0876, grad_norm: 6.1909 2020-10-11 06:20:21,771 - mmaction - INFO - Epoch [13][1360/2640] lr: 1.000e-02, eta: 22:53:29, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7648, loss_cls: 2.0340, loss: 2.0340, grad_norm: 6.1611 2020-10-11 06:20:38,269 - mmaction - INFO - Epoch [13][1380/2640] lr: 1.000e-02, eta: 22:53:12, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7680, loss_cls: 2.0571, loss: 2.0571, grad_norm: 6.2562 2020-10-11 06:20:54,606 - mmaction - INFO - Epoch [13][1400/2640] lr: 1.000e-02, eta: 22:52:55, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7477, loss_cls: 2.1142, loss: 2.1142, grad_norm: 6.2564 2020-10-11 06:21:11,199 - mmaction - INFO - Epoch [13][1420/2640] lr: 1.000e-02, eta: 22:52:38, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7656, loss_cls: 2.0724, loss: 2.0724, grad_norm: 6.2118 2020-10-11 06:21:27,571 - mmaction - INFO - Epoch [13][1440/2640] lr: 1.000e-02, eta: 22:52:20, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7547, loss_cls: 2.0618, loss: 2.0618, grad_norm: 6.2415 2020-10-11 06:21:44,148 - mmaction - INFO - Epoch [13][1460/2640] lr: 1.000e-02, eta: 22:52:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7312, loss_cls: 2.2117, loss: 2.2117, grad_norm: 6.3043 2020-10-11 06:22:00,499 - mmaction - INFO - Epoch [13][1480/2640] lr: 1.000e-02, eta: 22:51:46, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7453, loss_cls: 2.1519, loss: 2.1519, grad_norm: 6.1328 2020-10-11 06:22:17,146 - mmaction - INFO - Epoch [13][1500/2640] lr: 1.000e-02, eta: 22:51:29, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.0675, loss: 2.0675, grad_norm: 6.0356 2020-10-11 06:22:33,746 - mmaction - INFO - Epoch [13][1520/2640] lr: 1.000e-02, eta: 22:51:12, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7289, loss_cls: 2.2139, loss: 2.2139, grad_norm: 6.1837 2020-10-11 06:22:50,094 - mmaction - INFO - Epoch [13][1540/2640] lr: 1.000e-02, eta: 22:50:55, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7453, loss_cls: 2.1821, loss: 2.1821, grad_norm: 6.1369 2020-10-11 06:23:06,522 - mmaction - INFO - Epoch [13][1560/2640] lr: 1.000e-02, eta: 22:50:37, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7570, loss_cls: 2.0995, loss: 2.0995, grad_norm: 6.1949 2020-10-11 06:23:23,063 - mmaction - INFO - Epoch [13][1580/2640] lr: 1.000e-02, eta: 22:50:20, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7438, loss_cls: 2.0690, loss: 2.0690, grad_norm: 6.1385 2020-10-11 06:23:39,637 - mmaction - INFO - Epoch [13][1600/2640] lr: 1.000e-02, eta: 22:50:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7648, loss_cls: 2.0487, loss: 2.0487, grad_norm: 6.0823 2020-10-11 06:23:56,027 - mmaction - INFO - Epoch [13][1620/2640] lr: 1.000e-02, eta: 22:49:46, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7453, loss_cls: 2.1259, loss: 2.1259, grad_norm: 5.9817 2020-10-11 06:24:12,657 - mmaction - INFO - Epoch [13][1640/2640] lr: 1.000e-02, eta: 22:49:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7633, loss_cls: 2.0169, loss: 2.0169, grad_norm: 6.1081 2020-10-11 06:24:29,007 - mmaction - INFO - Epoch [13][1660/2640] lr: 1.000e-02, eta: 22:49:12, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7602, loss_cls: 2.0619, loss: 2.0619, grad_norm: 6.0186 2020-10-11 06:24:45,674 - mmaction - INFO - Epoch [13][1680/2640] lr: 1.000e-02, eta: 22:48:55, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.0806, loss: 2.0806, grad_norm: 6.4434 2020-10-11 06:25:02,260 - mmaction - INFO - Epoch [13][1700/2640] lr: 1.000e-02, eta: 22:48:38, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0302, loss: 2.0302, grad_norm: 6.3105 2020-10-11 06:25:18,612 - mmaction - INFO - Epoch [13][1720/2640] lr: 1.000e-02, eta: 22:48:21, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7398, loss_cls: 2.1897, loss: 2.1897, grad_norm: 5.9082 2020-10-11 06:25:35,221 - mmaction - INFO - Epoch [13][1740/2640] lr: 1.000e-02, eta: 22:48:04, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4609, top5_acc: 0.7531, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.1774 2020-10-11 06:25:51,559 - mmaction - INFO - Epoch [13][1760/2640] lr: 1.000e-02, eta: 22:47:46, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7680, loss_cls: 2.0619, loss: 2.0619, grad_norm: 6.4383 2020-10-11 06:26:08,157 - mmaction - INFO - Epoch [13][1780/2640] lr: 1.000e-02, eta: 22:47:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7539, loss_cls: 2.1090, loss: 2.1090, grad_norm: 6.2288 2020-10-11 06:26:24,525 - mmaction - INFO - Epoch [13][1800/2640] lr: 1.000e-02, eta: 22:47:12, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7383, loss_cls: 2.1569, loss: 2.1569, grad_norm: 6.0589 2020-10-11 06:26:41,160 - mmaction - INFO - Epoch [13][1820/2640] lr: 1.000e-02, eta: 22:46:55, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.1670, loss: 2.1670, grad_norm: 6.1297 2020-10-11 06:26:57,486 - mmaction - INFO - Epoch [13][1840/2640] lr: 1.000e-02, eta: 22:46:38, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7562, loss_cls: 2.1052, loss: 2.1052, grad_norm: 6.5598 2020-10-11 06:27:14,147 - mmaction - INFO - Epoch [13][1860/2640] lr: 1.000e-02, eta: 22:46:21, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7516, loss_cls: 2.0746, loss: 2.0746, grad_norm: 5.9434 2020-10-11 06:27:30,727 - mmaction - INFO - Epoch [13][1880/2640] lr: 1.000e-02, eta: 22:46:04, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7250, loss_cls: 2.1754, loss: 2.1754, grad_norm: 6.1183 2020-10-11 06:27:47,327 - mmaction - INFO - Epoch [13][1900/2640] lr: 1.000e-02, eta: 22:45:47, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.1878, loss: 2.1878, grad_norm: 5.9819 2020-10-11 06:28:03,863 - mmaction - INFO - Epoch [13][1920/2640] lr: 1.000e-02, eta: 22:45:31, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7438, loss_cls: 2.1811, loss: 2.1811, grad_norm: 6.1269 2020-10-11 06:28:20,481 - mmaction - INFO - Epoch [13][1940/2640] lr: 1.000e-02, eta: 22:45:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7539, loss_cls: 2.0802, loss: 2.0802, grad_norm: 6.2105 2020-10-11 06:28:37,055 - mmaction - INFO - Epoch [13][1960/2640] lr: 1.000e-02, eta: 22:44:57, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0593, loss: 2.0593, grad_norm: 6.3599 2020-10-11 06:28:53,443 - mmaction - INFO - Epoch [13][1980/2640] lr: 1.000e-02, eta: 22:44:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7352, loss_cls: 2.1884, loss: 2.1884, grad_norm: 6.2650 2020-10-11 06:29:10,056 - mmaction - INFO - Epoch [13][2000/2640] lr: 1.000e-02, eta: 22:44:23, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.0583, loss: 2.0583, grad_norm: 6.0176 2020-10-11 06:29:26,593 - mmaction - INFO - Epoch [13][2020/2640] lr: 1.000e-02, eta: 22:44:06, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7453, loss_cls: 2.1053, loss: 2.1053, grad_norm: 6.2189 2020-10-11 06:29:43,189 - mmaction - INFO - Epoch [13][2040/2640] lr: 1.000e-02, eta: 22:43:49, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.1400, loss: 2.1400, grad_norm: 6.4850 2020-10-11 06:29:59,563 - mmaction - INFO - Epoch [13][2060/2640] lr: 1.000e-02, eta: 22:43:31, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.1306, loss: 2.1306, grad_norm: 6.0630 2020-10-11 06:30:16,177 - mmaction - INFO - Epoch [13][2080/2640] lr: 1.000e-02, eta: 22:43:15, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.1562 2020-10-11 06:30:32,531 - mmaction - INFO - Epoch [13][2100/2640] lr: 1.000e-02, eta: 22:42:57, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7453, loss_cls: 2.1485, loss: 2.1485, grad_norm: 6.2831 2020-10-11 06:30:49,150 - mmaction - INFO - Epoch [13][2120/2640] lr: 1.000e-02, eta: 22:42:40, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7414, loss_cls: 2.1781, loss: 2.1781, grad_norm: 6.1823 2020-10-11 06:31:05,748 - mmaction - INFO - Epoch [13][2140/2640] lr: 1.000e-02, eta: 22:42:24, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7484, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.4200 2020-10-11 06:31:22,316 - mmaction - INFO - Epoch [13][2160/2640] lr: 1.000e-02, eta: 22:42:07, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7414, loss_cls: 2.1387, loss: 2.1387, grad_norm: 6.0512 2020-10-11 06:31:38,905 - mmaction - INFO - Epoch [13][2180/2640] lr: 1.000e-02, eta: 22:41:50, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7469, loss_cls: 2.0698, loss: 2.0698, grad_norm: 6.2512 2020-10-11 06:31:55,278 - mmaction - INFO - Epoch [13][2200/2640] lr: 1.000e-02, eta: 22:41:32, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7547, loss_cls: 2.0983, loss: 2.0983, grad_norm: 6.0554 2020-10-11 06:32:11,950 - mmaction - INFO - Epoch [13][2220/2640] lr: 1.000e-02, eta: 22:41:16, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7523, loss_cls: 2.0738, loss: 2.0738, grad_norm: 6.1030 2020-10-11 06:32:28,496 - mmaction - INFO - Epoch [13][2240/2640] lr: 1.000e-02, eta: 22:40:59, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7523, loss_cls: 2.0821, loss: 2.0821, grad_norm: 6.0754 2020-10-11 06:32:45,129 - mmaction - INFO - Epoch [13][2260/2640] lr: 1.000e-02, eta: 22:40:42, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7508, loss_cls: 2.0790, loss: 2.0790, grad_norm: 6.0914 2020-10-11 06:33:01,737 - mmaction - INFO - Epoch [13][2280/2640] lr: 1.000e-02, eta: 22:40:25, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7648, loss_cls: 2.0152, loss: 2.0152, grad_norm: 6.0881 2020-10-11 06:33:18,286 - mmaction - INFO - Epoch [13][2300/2640] lr: 1.000e-02, eta: 22:40:08, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7492, loss_cls: 2.1178, loss: 2.1178, grad_norm: 6.2560 2020-10-11 06:33:34,851 - mmaction - INFO - Epoch [13][2320/2640] lr: 1.000e-02, eta: 22:39:52, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7656, loss_cls: 1.9983, loss: 1.9983, grad_norm: 5.8594 2020-10-11 06:33:51,207 - mmaction - INFO - Epoch [13][2340/2640] lr: 1.000e-02, eta: 22:39:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7383, loss_cls: 2.1783, loss: 2.1783, grad_norm: 6.4603 2020-10-11 06:34:07,839 - mmaction - INFO - Epoch [13][2360/2640] lr: 1.000e-02, eta: 22:39:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7539, loss_cls: 2.1101, loss: 2.1101, grad_norm: 6.3922 2020-10-11 06:34:24,205 - mmaction - INFO - Epoch [13][2380/2640] lr: 1.000e-02, eta: 22:39:00, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7484, loss_cls: 2.0984, loss: 2.0984, grad_norm: 6.5400 2020-10-11 06:34:40,892 - mmaction - INFO - Epoch [13][2400/2640] lr: 1.000e-02, eta: 22:38:43, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.1752, loss: 2.1752, grad_norm: 6.3165 2020-10-11 06:34:57,357 - mmaction - INFO - Epoch [13][2420/2640] lr: 1.000e-02, eta: 22:38:26, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7492, loss_cls: 2.0383, loss: 2.0383, grad_norm: 6.1347 2020-10-11 06:35:13,788 - mmaction - INFO - Epoch [13][2440/2640] lr: 1.000e-02, eta: 22:38:09, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7531, loss_cls: 2.1178, loss: 2.1178, grad_norm: 6.1980 2020-10-11 06:35:30,131 - mmaction - INFO - Epoch [13][2460/2640] lr: 1.000e-02, eta: 22:37:51, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7570, loss_cls: 2.0592, loss: 2.0592, grad_norm: 6.1666 2020-10-11 06:35:46,789 - mmaction - INFO - Epoch [13][2480/2640] lr: 1.000e-02, eta: 22:37:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7469, loss_cls: 2.0967, loss: 2.0967, grad_norm: 6.2527 2020-10-11 06:36:03,309 - mmaction - INFO - Epoch [13][2500/2640] lr: 1.000e-02, eta: 22:37:18, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7453, loss_cls: 2.1170, loss: 2.1170, grad_norm: 5.9994 2020-10-11 06:36:19,950 - mmaction - INFO - Epoch [13][2520/2640] lr: 1.000e-02, eta: 22:37:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7562, loss_cls: 2.0787, loss: 2.0787, grad_norm: 6.2402 2020-10-11 06:36:36,495 - mmaction - INFO - Epoch [13][2540/2640] lr: 1.000e-02, eta: 22:36:44, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7594, loss_cls: 2.0454, loss: 2.0454, grad_norm: 6.2867 2020-10-11 06:36:53,076 - mmaction - INFO - Epoch [13][2560/2640] lr: 1.000e-02, eta: 22:36:27, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1638, loss: 2.1638, grad_norm: 6.4284 2020-10-11 06:37:09,550 - mmaction - INFO - Epoch [13][2580/2640] lr: 1.000e-02, eta: 22:36:10, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7320, loss_cls: 2.1459, loss: 2.1459, grad_norm: 6.0675 2020-10-11 06:37:26,082 - mmaction - INFO - Epoch [13][2600/2640] lr: 1.000e-02, eta: 22:35:53, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7617, loss_cls: 2.0197, loss: 2.0197, grad_norm: 6.2795 2020-10-11 06:37:42,686 - mmaction - INFO - Epoch [13][2620/2640] lr: 1.000e-02, eta: 22:35:36, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7547, loss_cls: 2.1456, loss: 2.1456, grad_norm: 6.2914 2020-10-11 06:37:58,543 - mmaction - INFO - Epoch [13][2640/2640] lr: 1.000e-02, eta: 22:35:17, time: 0.794, data_time: 0.003, memory: 9800, top1_acc: 0.4718, top5_acc: 0.7355, loss_cls: 2.1549, loss: 2.1549, grad_norm: 5.9909 2020-10-11 06:37:58,786 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-10-11 06:38:25,654 - mmaction - INFO - Epoch [14][20/2640] lr: 1.000e-02, eta: 22:35:27, time: 1.297, data_time: 0.450, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7469, loss_cls: 2.1169, loss: 2.1169, grad_norm: 6.2611 2020-10-11 06:38:42,009 - mmaction - INFO - Epoch [14][40/2640] lr: 1.000e-02, eta: 22:35:10, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7773, loss_cls: 1.9454, loss: 1.9454, grad_norm: 6.3376 2020-10-11 06:38:58,458 - mmaction - INFO - Epoch [14][60/2640] lr: 1.000e-02, eta: 22:34:52, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7586, loss_cls: 2.0639, loss: 2.0639, grad_norm: 6.1564 2020-10-11 06:39:14,927 - mmaction - INFO - Epoch [14][80/2640] lr: 1.000e-02, eta: 22:34:35, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7508, loss_cls: 2.1204, loss: 2.1204, grad_norm: 6.5142 2020-10-11 06:39:31,429 - mmaction - INFO - Epoch [14][100/2640] lr: 1.000e-02, eta: 22:34:18, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7672, loss_cls: 2.0104, loss: 2.0104, grad_norm: 6.1160 2020-10-11 06:39:47,790 - mmaction - INFO - Epoch [14][120/2640] lr: 1.000e-02, eta: 22:34:01, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7609, loss_cls: 2.0561, loss: 2.0561, grad_norm: 6.5789 2020-10-11 06:40:04,392 - mmaction - INFO - Epoch [14][140/2640] lr: 1.000e-02, eta: 22:33:44, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0382, loss: 2.0382, grad_norm: 6.4252 2020-10-11 06:40:20,745 - mmaction - INFO - Epoch [14][160/2640] lr: 1.000e-02, eta: 22:33:26, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.0299, loss: 2.0299, grad_norm: 5.9873 2020-10-11 06:40:37,328 - mmaction - INFO - Epoch [14][180/2640] lr: 1.000e-02, eta: 22:33:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.0668, loss: 2.0668, grad_norm: 6.2448 2020-10-11 06:40:53,713 - mmaction - INFO - Epoch [14][200/2640] lr: 1.000e-02, eta: 22:32:52, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7711, loss_cls: 2.0200, loss: 2.0200, grad_norm: 6.2138 2020-10-11 06:41:10,529 - mmaction - INFO - Epoch [14][220/2640] lr: 1.000e-02, eta: 22:32:36, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7711, loss_cls: 1.9757, loss: 1.9757, grad_norm: 6.4388 2020-10-11 06:41:27,110 - mmaction - INFO - Epoch [14][240/2640] lr: 1.000e-02, eta: 22:32:19, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7367, loss_cls: 2.1609, loss: 2.1609, grad_norm: 6.3614 2020-10-11 06:41:43,704 - mmaction - INFO - Epoch [14][260/2640] lr: 1.000e-02, eta: 22:32:02, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7500, loss_cls: 2.1211, loss: 2.1211, grad_norm: 6.2051 2020-10-11 06:42:00,144 - mmaction - INFO - Epoch [14][280/2640] lr: 1.000e-02, eta: 22:31:45, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.0868, loss: 2.0868, grad_norm: 6.1937 2020-10-11 06:42:16,707 - mmaction - INFO - Epoch [14][300/2640] lr: 1.000e-02, eta: 22:31:28, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0409, loss: 2.0409, grad_norm: 6.2352 2020-10-11 06:42:33,274 - mmaction - INFO - Epoch [14][320/2640] lr: 1.000e-02, eta: 22:31:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.2687 2020-10-11 06:42:49,771 - mmaction - INFO - Epoch [14][340/2640] lr: 1.000e-02, eta: 22:30:54, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4664, top5_acc: 0.7695, loss_cls: 2.0640, loss: 2.0640, grad_norm: 6.4786 2020-10-11 06:43:06,288 - mmaction - INFO - Epoch [14][360/2640] lr: 1.000e-02, eta: 22:30:37, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7633, loss_cls: 2.0243, loss: 2.0243, grad_norm: 6.0243 2020-10-11 06:43:22,814 - mmaction - INFO - Epoch [14][380/2640] lr: 1.000e-02, eta: 22:30:20, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7516, loss_cls: 2.1048, loss: 2.1048, grad_norm: 6.1931 2020-10-11 06:43:39,221 - mmaction - INFO - Epoch [14][400/2640] lr: 1.000e-02, eta: 22:30:03, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7758, loss_cls: 2.0185, loss: 2.0185, grad_norm: 6.4605 2020-10-11 06:43:55,600 - mmaction - INFO - Epoch [14][420/2640] lr: 1.000e-02, eta: 22:29:45, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7492, loss_cls: 2.0790, loss: 2.0790, grad_norm: 5.9858 2020-10-11 06:44:12,204 - mmaction - INFO - Epoch [14][440/2640] lr: 1.000e-02, eta: 22:29:28, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7516, loss_cls: 2.0780, loss: 2.0780, grad_norm: 6.0220 2020-10-11 06:44:28,570 - mmaction - INFO - Epoch [14][460/2640] lr: 1.000e-02, eta: 22:29:11, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7539, loss_cls: 2.0444, loss: 2.0444, grad_norm: 6.2609 2020-10-11 06:44:45,014 - mmaction - INFO - Epoch [14][480/2640] lr: 1.000e-02, eta: 22:28:54, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7523, loss_cls: 2.0938, loss: 2.0938, grad_norm: 6.3690 2020-10-11 06:45:01,568 - mmaction - INFO - Epoch [14][500/2640] lr: 1.000e-02, eta: 22:28:37, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7336, loss_cls: 2.1807, loss: 2.1807, grad_norm: 6.1715 2020-10-11 06:45:18,116 - mmaction - INFO - Epoch [14][520/2640] lr: 1.000e-02, eta: 22:28:20, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7758, loss_cls: 2.0247, loss: 2.0247, grad_norm: 6.0165 2020-10-11 06:45:34,554 - mmaction - INFO - Epoch [14][540/2640] lr: 1.000e-02, eta: 22:28:03, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7656, loss_cls: 1.9915, loss: 1.9915, grad_norm: 6.2205 2020-10-11 06:45:50,910 - mmaction - INFO - Epoch [14][560/2640] lr: 1.000e-02, eta: 22:27:45, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7539, loss_cls: 2.1094, loss: 2.1094, grad_norm: 6.1670 2020-10-11 06:46:07,382 - mmaction - INFO - Epoch [14][580/2640] lr: 1.000e-02, eta: 22:27:28, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7836, loss_cls: 1.9846, loss: 1.9846, grad_norm: 6.2552 2020-10-11 06:46:23,874 - mmaction - INFO - Epoch [14][600/2640] lr: 1.000e-02, eta: 22:27:11, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7516, loss_cls: 2.1082, loss: 2.1082, grad_norm: 5.9515 2020-10-11 06:46:40,298 - mmaction - INFO - Epoch [14][620/2640] lr: 1.000e-02, eta: 22:26:54, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7508, loss_cls: 2.0874, loss: 2.0874, grad_norm: 6.5105 2020-10-11 06:46:56,845 - mmaction - INFO - Epoch [14][640/2640] lr: 1.000e-02, eta: 22:26:37, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1005, loss: 2.1005, grad_norm: 6.3263 2020-10-11 06:47:13,290 - mmaction - INFO - Epoch [14][660/2640] lr: 1.000e-02, eta: 22:26:19, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 2.0392, loss: 2.0392, grad_norm: 6.3247 2020-10-11 06:47:29,833 - mmaction - INFO - Epoch [14][680/2640] lr: 1.000e-02, eta: 22:26:02, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7578, loss_cls: 2.0418, loss: 2.0418, grad_norm: 6.1066 2020-10-11 06:47:46,447 - mmaction - INFO - Epoch [14][700/2640] lr: 1.000e-02, eta: 22:25:46, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.0586, loss: 2.0586, grad_norm: 6.1079 2020-10-11 06:48:02,783 - mmaction - INFO - Epoch [14][720/2640] lr: 1.000e-02, eta: 22:25:28, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7531, loss_cls: 2.1125, loss: 2.1125, grad_norm: 6.4327 2020-10-11 06:48:19,427 - mmaction - INFO - Epoch [14][740/2640] lr: 1.000e-02, eta: 22:25:11, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7555, loss_cls: 2.0973, loss: 2.0973, grad_norm: 6.2558 2020-10-11 06:48:36,011 - mmaction - INFO - Epoch [14][760/2640] lr: 1.000e-02, eta: 22:24:55, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7516, loss_cls: 2.0772, loss: 2.0772, grad_norm: 6.4721 2020-10-11 06:48:52,349 - mmaction - INFO - Epoch [14][780/2640] lr: 1.000e-02, eta: 22:24:37, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7633, loss_cls: 2.0531, loss: 2.0531, grad_norm: 6.1130 2020-10-11 06:49:08,828 - mmaction - INFO - Epoch [14][800/2640] lr: 1.000e-02, eta: 22:24:20, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7391, loss_cls: 2.1139, loss: 2.1139, grad_norm: 6.2154 2020-10-11 06:49:25,338 - mmaction - INFO - Epoch [14][820/2640] lr: 1.000e-02, eta: 22:24:03, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7391, loss_cls: 2.0701, loss: 2.0701, grad_norm: 6.1762 2020-10-11 06:49:41,975 - mmaction - INFO - Epoch [14][840/2640] lr: 1.000e-02, eta: 22:23:46, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.0574, loss: 2.0574, grad_norm: 6.2516 2020-10-11 06:49:58,497 - mmaction - INFO - Epoch [14][860/2640] lr: 1.000e-02, eta: 22:23:29, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7547, loss_cls: 2.0673, loss: 2.0673, grad_norm: 6.3224 2020-10-11 06:50:15,127 - mmaction - INFO - Epoch [14][880/2640] lr: 1.000e-02, eta: 22:23:13, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7617, loss_cls: 2.0934, loss: 2.0934, grad_norm: 6.4105 2020-10-11 06:50:31,477 - mmaction - INFO - Epoch [14][900/2640] lr: 1.000e-02, eta: 22:22:55, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7375, loss_cls: 2.1602, loss: 2.1602, grad_norm: 6.2247 2020-10-11 06:50:48,111 - mmaction - INFO - Epoch [14][920/2640] lr: 1.000e-02, eta: 22:22:38, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7547, loss_cls: 2.0696, loss: 2.0696, grad_norm: 6.1462 2020-10-11 06:51:04,709 - mmaction - INFO - Epoch [14][940/2640] lr: 1.000e-02, eta: 22:22:22, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7398, loss_cls: 2.1151, loss: 2.1151, grad_norm: 6.3375 2020-10-11 06:51:21,037 - mmaction - INFO - Epoch [14][960/2640] lr: 1.000e-02, eta: 22:22:04, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.0793, loss: 2.0793, grad_norm: 6.0529 2020-10-11 06:51:37,682 - mmaction - INFO - Epoch [14][980/2640] lr: 1.000e-02, eta: 22:21:47, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.1741, loss: 2.1741, grad_norm: 6.2254 2020-10-11 06:51:54,193 - mmaction - INFO - Epoch [14][1000/2640] lr: 1.000e-02, eta: 22:21:30, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7453, loss_cls: 2.1715, loss: 2.1715, grad_norm: 6.4314 2020-10-11 06:52:10,674 - mmaction - INFO - Epoch [14][1020/2640] lr: 1.000e-02, eta: 22:21:13, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 2.0115, loss: 2.0115, grad_norm: 6.1321 2020-10-11 06:52:27,228 - mmaction - INFO - Epoch [14][1040/2640] lr: 1.000e-02, eta: 22:20:56, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7508, loss_cls: 2.0813, loss: 2.0813, grad_norm: 6.5237 2020-10-11 06:52:43,798 - mmaction - INFO - Epoch [14][1060/2640] lr: 1.000e-02, eta: 22:20:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.0684, loss: 2.0684, grad_norm: 6.3781 2020-10-11 06:53:00,196 - mmaction - INFO - Epoch [14][1080/2640] lr: 1.000e-02, eta: 22:20:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7398, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.4339 2020-10-11 06:53:16,818 - mmaction - INFO - Epoch [14][1100/2640] lr: 1.000e-02, eta: 22:20:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7547, loss_cls: 2.0559, loss: 2.0559, grad_norm: 6.2567 2020-10-11 06:53:33,410 - mmaction - INFO - Epoch [14][1120/2640] lr: 1.000e-02, eta: 22:19:49, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7281, loss_cls: 2.2255, loss: 2.2255, grad_norm: 6.3745 2020-10-11 06:53:49,757 - mmaction - INFO - Epoch [14][1140/2640] lr: 1.000e-02, eta: 22:19:31, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7633, loss_cls: 2.0686, loss: 2.0686, grad_norm: 6.2573 2020-10-11 06:54:06,151 - mmaction - INFO - Epoch [14][1160/2640] lr: 1.000e-02, eta: 22:19:14, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1454, loss: 2.1454, grad_norm: 6.3435 2020-10-11 06:54:22,712 - mmaction - INFO - Epoch [14][1180/2640] lr: 1.000e-02, eta: 22:18:57, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7422, loss_cls: 2.1082, loss: 2.1082, grad_norm: 6.3200 2020-10-11 06:54:39,138 - mmaction - INFO - Epoch [14][1200/2640] lr: 1.000e-02, eta: 22:18:40, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7461, loss_cls: 2.1456, loss: 2.1456, grad_norm: 6.1942 2020-10-11 06:54:55,523 - mmaction - INFO - Epoch [14][1220/2640] lr: 1.000e-02, eta: 22:18:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7547, loss_cls: 2.1211, loss: 2.1211, grad_norm: 6.2657 2020-10-11 06:55:12,700 - mmaction - INFO - Epoch [14][1240/2640] lr: 1.000e-02, eta: 22:18:07, time: 0.857, data_time: 0.005, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7641, loss_cls: 2.0805, loss: 2.0805, grad_norm: 6.4402 2020-10-11 06:55:29,083 - mmaction - INFO - Epoch [14][1260/2640] lr: 1.000e-02, eta: 22:17:50, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7484, loss_cls: 2.1206, loss: 2.1206, grad_norm: 6.1516 2020-10-11 06:55:45,480 - mmaction - INFO - Epoch [14][1280/2640] lr: 1.000e-02, eta: 22:17:32, time: 0.818, data_time: 0.006, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7523, loss_cls: 2.0596, loss: 2.0596, grad_norm: 6.1429 2020-10-11 06:56:02,064 - mmaction - INFO - Epoch [14][1300/2640] lr: 1.000e-02, eta: 22:17:15, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7594, loss_cls: 2.0735, loss: 2.0735, grad_norm: 6.2258 2020-10-11 06:56:18,687 - mmaction - INFO - Epoch [14][1320/2640] lr: 1.000e-02, eta: 22:16:59, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7602, loss_cls: 2.0294, loss: 2.0294, grad_norm: 6.3810 2020-10-11 06:56:35,293 - mmaction - INFO - Epoch [14][1340/2640] lr: 1.000e-02, eta: 22:16:42, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7648, loss_cls: 2.1094, loss: 2.1094, grad_norm: 5.9928 2020-10-11 06:56:51,628 - mmaction - INFO - Epoch [14][1360/2640] lr: 1.000e-02, eta: 22:16:24, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7484, loss_cls: 2.1021, loss: 2.1021, grad_norm: 6.1848 2020-10-11 06:57:08,247 - mmaction - INFO - Epoch [14][1380/2640] lr: 1.000e-02, eta: 22:16:08, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.0405, loss: 2.0405, grad_norm: 6.3148 2020-10-11 06:57:24,587 - mmaction - INFO - Epoch [14][1400/2640] lr: 1.000e-02, eta: 22:15:50, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7445, loss_cls: 2.0739, loss: 2.0739, grad_norm: 6.3822 2020-10-11 06:57:41,426 - mmaction - INFO - Epoch [14][1420/2640] lr: 1.000e-02, eta: 22:15:34, time: 0.842, data_time: 0.004, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7430, loss_cls: 2.1391, loss: 2.1391, grad_norm: 6.2244 2020-10-11 06:57:57,803 - mmaction - INFO - Epoch [14][1440/2640] lr: 1.000e-02, eta: 22:15:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7633, loss_cls: 2.0549, loss: 2.0549, grad_norm: 6.2061 2020-10-11 06:58:14,403 - mmaction - INFO - Epoch [14][1460/2640] lr: 1.000e-02, eta: 22:15:00, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7383, loss_cls: 2.1605, loss: 2.1605, grad_norm: 6.1027 2020-10-11 06:58:30,960 - mmaction - INFO - Epoch [14][1480/2640] lr: 1.000e-02, eta: 22:14:43, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7453, loss_cls: 2.0776, loss: 2.0776, grad_norm: 5.9530 2020-10-11 06:58:47,559 - mmaction - INFO - Epoch [14][1500/2640] lr: 1.000e-02, eta: 22:14:26, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7758, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.2920 2020-10-11 06:59:04,118 - mmaction - INFO - Epoch [14][1520/2640] lr: 1.000e-02, eta: 22:14:09, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1001, loss: 2.1001, grad_norm: 6.2361 2020-10-11 06:59:20,580 - mmaction - INFO - Epoch [14][1540/2640] lr: 1.000e-02, eta: 22:13:52, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7562, loss_cls: 2.1049, loss: 2.1049, grad_norm: 5.9190 2020-10-11 06:59:37,165 - mmaction - INFO - Epoch [14][1560/2640] lr: 1.000e-02, eta: 22:13:35, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.0491, loss: 2.0491, grad_norm: 6.2047 2020-10-11 06:59:53,707 - mmaction - INFO - Epoch [14][1580/2640] lr: 1.000e-02, eta: 22:13:18, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7539, loss_cls: 2.0724, loss: 2.0724, grad_norm: 6.2556 2020-10-11 07:00:12,440 - mmaction - INFO - Epoch [14][1600/2640] lr: 1.000e-02, eta: 22:13:07, time: 0.921, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7508, loss_cls: 2.1118, loss: 2.1118, grad_norm: 6.5486 2020-10-11 07:00:29,105 - mmaction - INFO - Epoch [14][1620/2640] lr: 1.000e-02, eta: 22:12:51, time: 0.850, data_time: 0.031, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7445, loss_cls: 2.1192, loss: 2.1192, grad_norm: 6.2504 2020-10-11 07:00:45,531 - mmaction - INFO - Epoch [14][1640/2640] lr: 1.000e-02, eta: 22:12:33, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7547, loss_cls: 2.0591, loss: 2.0591, grad_norm: 6.2417 2020-10-11 07:01:02,116 - mmaction - INFO - Epoch [14][1660/2640] lr: 1.000e-02, eta: 22:12:17, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7469, loss_cls: 2.1166, loss: 2.1166, grad_norm: 6.3804 2020-10-11 07:01:18,726 - mmaction - INFO - Epoch [14][1680/2640] lr: 1.000e-02, eta: 22:12:00, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.0276, loss: 2.0276, grad_norm: 6.2045 2020-10-11 07:01:35,301 - mmaction - INFO - Epoch [14][1700/2640] lr: 1.000e-02, eta: 22:11:43, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7711, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.2081 2020-10-11 07:01:51,639 - mmaction - INFO - Epoch [14][1720/2640] lr: 1.000e-02, eta: 22:11:26, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7570, loss_cls: 2.0165, loss: 2.0165, grad_norm: 6.1861 2020-10-11 07:02:08,079 - mmaction - INFO - Epoch [14][1740/2640] lr: 1.000e-02, eta: 22:11:08, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.1501, loss: 2.1501, grad_norm: 6.0311 2020-10-11 07:02:24,654 - mmaction - INFO - Epoch [14][1760/2640] lr: 1.000e-02, eta: 22:10:52, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.0645, loss: 2.0645, grad_norm: 5.9776 2020-10-11 07:02:41,249 - mmaction - INFO - Epoch [14][1780/2640] lr: 1.000e-02, eta: 22:10:35, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.2948 2020-10-11 07:02:57,598 - mmaction - INFO - Epoch [14][1800/2640] lr: 1.000e-02, eta: 22:10:17, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7633, loss_cls: 2.0500, loss: 2.0500, grad_norm: 6.1848 2020-10-11 07:03:14,254 - mmaction - INFO - Epoch [14][1820/2640] lr: 1.000e-02, eta: 22:10:01, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.0935, loss: 2.0935, grad_norm: 6.0270 2020-10-11 07:03:30,812 - mmaction - INFO - Epoch [14][1840/2640] lr: 1.000e-02, eta: 22:09:44, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7430, loss_cls: 2.0961, loss: 2.0961, grad_norm: 6.2062 2020-10-11 07:03:47,368 - mmaction - INFO - Epoch [14][1860/2640] lr: 1.000e-02, eta: 22:09:27, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7633, loss_cls: 2.0367, loss: 2.0367, grad_norm: 5.9608 2020-10-11 07:04:03,991 - mmaction - INFO - Epoch [14][1880/2640] lr: 1.000e-02, eta: 22:09:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7703, loss_cls: 2.0398, loss: 2.0398, grad_norm: 6.0836 2020-10-11 07:04:20,545 - mmaction - INFO - Epoch [14][1900/2640] lr: 1.000e-02, eta: 22:08:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7539, loss_cls: 2.0977, loss: 2.0977, grad_norm: 6.0260 2020-10-11 07:04:36,997 - mmaction - INFO - Epoch [14][1920/2640] lr: 1.000e-02, eta: 22:08:36, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.0843, loss: 2.0843, grad_norm: 6.0726 2020-10-11 07:04:53,402 - mmaction - INFO - Epoch [14][1940/2640] lr: 1.000e-02, eta: 22:08:19, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7617, loss_cls: 2.0848, loss: 2.0848, grad_norm: 6.0636 2020-10-11 07:05:09,972 - mmaction - INFO - Epoch [14][1960/2640] lr: 1.000e-02, eta: 22:08:02, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7469, loss_cls: 2.1112, loss: 2.1112, grad_norm: 6.1479 2020-10-11 07:05:26,506 - mmaction - INFO - Epoch [14][1980/2640] lr: 1.000e-02, eta: 22:07:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7555, loss_cls: 2.0584, loss: 2.0584, grad_norm: 6.2458 2020-10-11 07:05:42,926 - mmaction - INFO - Epoch [14][2000/2640] lr: 1.000e-02, eta: 22:07:28, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7648, loss_cls: 2.0198, loss: 2.0198, grad_norm: 6.4743 2020-10-11 07:05:59,306 - mmaction - INFO - Epoch [14][2020/2640] lr: 1.000e-02, eta: 22:07:10, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7328, loss_cls: 2.1824, loss: 2.1824, grad_norm: 6.3094 2020-10-11 07:06:15,913 - mmaction - INFO - Epoch [14][2040/2640] lr: 1.000e-02, eta: 22:06:54, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7516, loss_cls: 2.1392, loss: 2.1392, grad_norm: 6.2810 2020-10-11 07:06:32,471 - mmaction - INFO - Epoch [14][2060/2640] lr: 1.000e-02, eta: 22:06:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.1208, loss: 2.1208, grad_norm: 6.1227 2020-10-11 07:06:48,868 - mmaction - INFO - Epoch [14][2080/2640] lr: 1.000e-02, eta: 22:06:19, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.4477, top5_acc: 0.7492, loss_cls: 2.1629, loss: 2.1629, grad_norm: 6.0708 2020-10-11 07:07:05,425 - mmaction - INFO - Epoch [14][2100/2640] lr: 1.000e-02, eta: 22:06:03, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7430, loss_cls: 2.1248, loss: 2.1248, grad_norm: 6.0916 2020-10-11 07:07:22,076 - mmaction - INFO - Epoch [14][2120/2640] lr: 1.000e-02, eta: 22:05:46, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7484, loss_cls: 2.0854, loss: 2.0854, grad_norm: 6.3189 2020-10-11 07:07:38,634 - mmaction - INFO - Epoch [14][2140/2640] lr: 1.000e-02, eta: 22:05:29, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.1087, loss: 2.1087, grad_norm: 6.0270 2020-10-11 07:07:55,005 - mmaction - INFO - Epoch [14][2160/2640] lr: 1.000e-02, eta: 22:05:12, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7617, loss_cls: 2.0468, loss: 2.0468, grad_norm: 6.3565 2020-10-11 07:08:11,661 - mmaction - INFO - Epoch [14][2180/2640] lr: 1.000e-02, eta: 22:04:55, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7469, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.5425 2020-10-11 07:08:28,159 - mmaction - INFO - Epoch [14][2200/2640] lr: 1.000e-02, eta: 22:04:38, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7547, loss_cls: 2.1076, loss: 2.1076, grad_norm: 6.2723 2020-10-11 07:08:44,548 - mmaction - INFO - Epoch [14][2220/2640] lr: 1.000e-02, eta: 22:04:21, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7617, loss_cls: 2.0868, loss: 2.0868, grad_norm: 6.4399 2020-10-11 07:09:00,933 - mmaction - INFO - Epoch [14][2240/2640] lr: 1.000e-02, eta: 22:04:03, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7508, loss_cls: 2.0660, loss: 2.0660, grad_norm: 6.4631 2020-10-11 07:09:17,577 - mmaction - INFO - Epoch [14][2260/2640] lr: 1.000e-02, eta: 22:03:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7508, loss_cls: 2.1020, loss: 2.1020, grad_norm: 6.3329 2020-10-11 07:09:34,190 - mmaction - INFO - Epoch [14][2280/2640] lr: 1.000e-02, eta: 22:03:30, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.0695, loss: 2.0695, grad_norm: 5.9785 2020-10-11 07:09:50,689 - mmaction - INFO - Epoch [14][2300/2640] lr: 1.000e-02, eta: 22:03:13, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7516, loss_cls: 2.0924, loss: 2.0924, grad_norm: 6.4252 2020-10-11 07:10:07,480 - mmaction - INFO - Epoch [14][2320/2640] lr: 1.000e-02, eta: 22:02:57, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7555, loss_cls: 2.0921, loss: 2.0921, grad_norm: 6.0567 2020-10-11 07:10:23,878 - mmaction - INFO - Epoch [14][2340/2640] lr: 1.000e-02, eta: 22:02:39, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7555, loss_cls: 2.0415, loss: 2.0415, grad_norm: 6.1909 2020-10-11 07:10:40,502 - mmaction - INFO - Epoch [14][2360/2640] lr: 1.000e-02, eta: 22:02:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7352, loss_cls: 2.1185, loss: 2.1185, grad_norm: 6.1901 2020-10-11 07:10:56,862 - mmaction - INFO - Epoch [14][2380/2640] lr: 1.000e-02, eta: 22:02:05, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4578, top5_acc: 0.7453, loss_cls: 2.1588, loss: 2.1588, grad_norm: 6.3198 2020-10-11 07:11:13,502 - mmaction - INFO - Epoch [14][2400/2640] lr: 1.000e-02, eta: 22:01:48, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7703, loss_cls: 2.0192, loss: 2.0192, grad_norm: 6.2826 2020-10-11 07:11:30,059 - mmaction - INFO - Epoch [14][2420/2640] lr: 1.000e-02, eta: 22:01:32, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7250, loss_cls: 2.1901, loss: 2.1901, grad_norm: 6.1733 2020-10-11 07:11:46,653 - mmaction - INFO - Epoch [14][2440/2640] lr: 1.000e-02, eta: 22:01:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7609, loss_cls: 2.0227, loss: 2.0227, grad_norm: 6.0338 2020-10-11 07:12:03,218 - mmaction - INFO - Epoch [14][2460/2640] lr: 1.000e-02, eta: 22:00:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7586, loss_cls: 2.0666, loss: 2.0666, grad_norm: 6.0419 2020-10-11 07:12:19,599 - mmaction - INFO - Epoch [14][2480/2640] lr: 1.000e-02, eta: 22:00:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7680, loss_cls: 2.0423, loss: 2.0423, grad_norm: 6.3755 2020-10-11 07:12:36,227 - mmaction - INFO - Epoch [14][2500/2640] lr: 1.000e-02, eta: 22:00:24, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7539, loss_cls: 2.1296, loss: 2.1296, grad_norm: 6.2173 2020-10-11 07:12:52,573 - mmaction - INFO - Epoch [14][2520/2640] lr: 1.000e-02, eta: 22:00:06, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7391, loss_cls: 2.1534, loss: 2.1534, grad_norm: 6.0201 2020-10-11 07:13:09,192 - mmaction - INFO - Epoch [14][2540/2640] lr: 1.000e-02, eta: 21:59:50, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0988, loss: 2.0988, grad_norm: 6.1726 2020-10-11 07:13:25,550 - mmaction - INFO - Epoch [14][2560/2640] lr: 1.000e-02, eta: 21:59:32, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7750, loss_cls: 2.0251, loss: 2.0251, grad_norm: 6.3210 2020-10-11 07:13:42,207 - mmaction - INFO - Epoch [14][2580/2640] lr: 1.000e-02, eta: 21:59:16, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7508, loss_cls: 2.0861, loss: 2.0861, grad_norm: 6.1406 2020-10-11 07:13:58,522 - mmaction - INFO - Epoch [14][2600/2640] lr: 1.000e-02, eta: 21:58:58, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7648, loss_cls: 2.0478, loss: 2.0478, grad_norm: 6.3641 2020-10-11 07:14:14,923 - mmaction - INFO - Epoch [14][2620/2640] lr: 1.000e-02, eta: 21:58:41, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7570, loss_cls: 2.0054, loss: 2.0054, grad_norm: 6.2316 2020-10-11 07:14:30,828 - mmaction - INFO - Epoch [14][2640/2640] lr: 1.000e-02, eta: 21:58:22, time: 0.797, data_time: 0.005, memory: 9800, top1_acc: 0.4887, top5_acc: 0.7750, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.4345 2020-10-11 07:14:31,275 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-10-11 07:15:02,767 - mmaction - INFO - Epoch [15][20/2640] lr: 1.000e-02, eta: 21:58:39, time: 1.486, data_time: 0.633, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7781, loss_cls: 1.9997, loss: 1.9997, grad_norm: 6.2249 2020-10-11 07:15:19,211 - mmaction - INFO - Epoch [15][40/2640] lr: 1.000e-02, eta: 21:58:22, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7484, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.3008 2020-10-11 07:15:35,618 - mmaction - INFO - Epoch [15][60/2640] lr: 1.000e-02, eta: 21:58:05, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0425, loss: 2.0425, grad_norm: 6.3887 2020-10-11 07:15:51,972 - mmaction - INFO - Epoch [15][80/2640] lr: 1.000e-02, eta: 21:57:48, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 2.0050, loss: 2.0050, grad_norm: 6.1152 2020-10-11 07:16:08,389 - mmaction - INFO - Epoch [15][100/2640] lr: 1.000e-02, eta: 21:57:30, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7594, loss_cls: 1.9989, loss: 1.9989, grad_norm: 6.3885 2020-10-11 07:16:24,774 - mmaction - INFO - Epoch [15][120/2640] lr: 1.000e-02, eta: 21:57:13, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7594, loss_cls: 2.0202, loss: 2.0202, grad_norm: 6.6144 2020-10-11 07:16:41,360 - mmaction - INFO - Epoch [15][140/2640] lr: 1.000e-02, eta: 21:56:56, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7609, loss_cls: 2.0575, loss: 2.0575, grad_norm: 6.1657 2020-10-11 07:16:57,941 - mmaction - INFO - Epoch [15][160/2640] lr: 1.000e-02, eta: 21:56:39, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7781, loss_cls: 1.9958, loss: 1.9958, grad_norm: 6.2065 2020-10-11 07:17:14,343 - mmaction - INFO - Epoch [15][180/2640] lr: 1.000e-02, eta: 21:56:22, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0566, loss: 2.0566, grad_norm: 6.4240 2020-10-11 07:17:30,921 - mmaction - INFO - Epoch [15][200/2640] lr: 1.000e-02, eta: 21:56:05, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 2.0324, loss: 2.0324, grad_norm: 6.2511 2020-10-11 07:17:47,337 - mmaction - INFO - Epoch [15][220/2640] lr: 1.000e-02, eta: 21:55:48, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7633, loss_cls: 2.0335, loss: 2.0335, grad_norm: 6.2781 2020-10-11 07:18:03,920 - mmaction - INFO - Epoch [15][240/2640] lr: 1.000e-02, eta: 21:55:31, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7625, loss_cls: 2.0763, loss: 2.0763, grad_norm: 6.3270 2020-10-11 07:18:20,507 - mmaction - INFO - Epoch [15][260/2640] lr: 1.000e-02, eta: 21:55:14, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7570, loss_cls: 1.9904, loss: 1.9904, grad_norm: 6.2224 2020-10-11 07:18:36,935 - mmaction - INFO - Epoch [15][280/2640] lr: 1.000e-02, eta: 21:54:57, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0033, loss: 2.0033, grad_norm: 6.2924 2020-10-11 07:18:53,468 - mmaction - INFO - Epoch [15][300/2640] lr: 1.000e-02, eta: 21:54:40, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.0839, loss: 2.0839, grad_norm: 6.1632 2020-10-11 07:19:10,070 - mmaction - INFO - Epoch [15][320/2640] lr: 1.000e-02, eta: 21:54:23, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7523, loss_cls: 2.0403, loss: 2.0403, grad_norm: 6.3928 2020-10-11 07:19:26,647 - mmaction - INFO - Epoch [15][340/2640] lr: 1.000e-02, eta: 21:54:06, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0643, loss: 2.0643, grad_norm: 6.4103 2020-10-11 07:19:43,382 - mmaction - INFO - Epoch [15][360/2640] lr: 1.000e-02, eta: 21:53:50, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7586, loss_cls: 2.0353, loss: 2.0353, grad_norm: 6.5196 2020-10-11 07:19:59,814 - mmaction - INFO - Epoch [15][380/2640] lr: 1.000e-02, eta: 21:53:33, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7773, loss_cls: 1.9623, loss: 1.9623, grad_norm: 6.1324 2020-10-11 07:20:16,462 - mmaction - INFO - Epoch [15][400/2640] lr: 1.000e-02, eta: 21:53:16, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7547, loss_cls: 2.0562, loss: 2.0562, grad_norm: 6.3762 2020-10-11 07:20:32,979 - mmaction - INFO - Epoch [15][420/2640] lr: 1.000e-02, eta: 21:52:59, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7570, loss_cls: 2.0829, loss: 2.0829, grad_norm: 6.1610 2020-10-11 07:20:49,443 - mmaction - INFO - Epoch [15][440/2640] lr: 1.000e-02, eta: 21:52:42, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1148, loss: 2.1148, grad_norm: 6.0837 2020-10-11 07:21:05,972 - mmaction - INFO - Epoch [15][460/2640] lr: 1.000e-02, eta: 21:52:25, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7703, loss_cls: 2.0257, loss: 2.0257, grad_norm: 6.1261 2020-10-11 07:21:22,600 - mmaction - INFO - Epoch [15][480/2640] lr: 1.000e-02, eta: 21:52:08, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7609, loss_cls: 2.0490, loss: 2.0490, grad_norm: 6.0998 2020-10-11 07:21:39,131 - mmaction - INFO - Epoch [15][500/2640] lr: 1.000e-02, eta: 21:51:51, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7820, loss_cls: 1.9381, loss: 1.9381, grad_norm: 6.2826 2020-10-11 07:21:55,549 - mmaction - INFO - Epoch [15][520/2640] lr: 1.000e-02, eta: 21:51:34, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7602, loss_cls: 2.1114, loss: 2.1114, grad_norm: 6.4737 2020-10-11 07:22:12,157 - mmaction - INFO - Epoch [15][540/2640] lr: 1.000e-02, eta: 21:51:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7547, loss_cls: 2.0218, loss: 2.0218, grad_norm: 5.9525 2020-10-11 07:22:28,725 - mmaction - INFO - Epoch [15][560/2640] lr: 1.000e-02, eta: 21:51:00, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7742, loss_cls: 1.9595, loss: 1.9595, grad_norm: 6.4052 2020-10-11 07:22:45,416 - mmaction - INFO - Epoch [15][580/2640] lr: 1.000e-02, eta: 21:50:44, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.0608, loss: 2.0608, grad_norm: 6.2643 2020-10-11 07:23:01,894 - mmaction - INFO - Epoch [15][600/2640] lr: 1.000e-02, eta: 21:50:27, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.1244, loss: 2.1244, grad_norm: 6.0245 2020-10-11 07:23:18,460 - mmaction - INFO - Epoch [15][620/2640] lr: 1.000e-02, eta: 21:50:10, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7766, loss_cls: 1.9470, loss: 1.9470, grad_norm: 6.1350 2020-10-11 07:23:34,911 - mmaction - INFO - Epoch [15][640/2640] lr: 1.000e-02, eta: 21:49:53, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7750, loss_cls: 2.0468, loss: 2.0468, grad_norm: 6.3750 2020-10-11 07:23:51,414 - mmaction - INFO - Epoch [15][660/2640] lr: 1.000e-02, eta: 21:49:36, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7695, loss_cls: 2.0805, loss: 2.0805, grad_norm: 6.3059 2020-10-11 07:24:07,895 - mmaction - INFO - Epoch [15][680/2640] lr: 1.000e-02, eta: 21:49:19, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7727, loss_cls: 2.0434, loss: 2.0434, grad_norm: 6.4359 2020-10-11 07:24:24,447 - mmaction - INFO - Epoch [15][700/2640] lr: 1.000e-02, eta: 21:49:02, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7578, loss_cls: 2.0513, loss: 2.0513, grad_norm: 6.2312 2020-10-11 07:24:41,087 - mmaction - INFO - Epoch [15][720/2640] lr: 1.000e-02, eta: 21:48:45, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7789, loss_cls: 1.9910, loss: 1.9910, grad_norm: 6.3908 2020-10-11 07:24:57,617 - mmaction - INFO - Epoch [15][740/2640] lr: 1.000e-02, eta: 21:48:28, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7492, loss_cls: 2.1266, loss: 2.1266, grad_norm: 6.1906 2020-10-11 07:25:14,274 - mmaction - INFO - Epoch [15][760/2640] lr: 1.000e-02, eta: 21:48:11, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7555, loss_cls: 2.0597, loss: 2.0597, grad_norm: 6.3315 2020-10-11 07:25:30,766 - mmaction - INFO - Epoch [15][780/2640] lr: 1.000e-02, eta: 21:47:55, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7562, loss_cls: 2.0419, loss: 2.0419, grad_norm: 6.1284 2020-10-11 07:25:47,426 - mmaction - INFO - Epoch [15][800/2640] lr: 1.000e-02, eta: 21:47:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7609, loss_cls: 2.0357, loss: 2.0357, grad_norm: 6.4174 2020-10-11 07:26:03,953 - mmaction - INFO - Epoch [15][820/2640] lr: 1.000e-02, eta: 21:47:21, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.1210, loss: 2.1210, grad_norm: 5.9087 2020-10-11 07:26:20,412 - mmaction - INFO - Epoch [15][840/2640] lr: 1.000e-02, eta: 21:47:04, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7375, loss_cls: 2.1400, loss: 2.1400, grad_norm: 6.1438 2020-10-11 07:26:36,962 - mmaction - INFO - Epoch [15][860/2640] lr: 1.000e-02, eta: 21:46:47, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7656, loss_cls: 2.0362, loss: 2.0362, grad_norm: 6.2391 2020-10-11 07:26:53,322 - mmaction - INFO - Epoch [15][880/2640] lr: 1.000e-02, eta: 21:46:30, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7430, loss_cls: 2.1045, loss: 2.1045, grad_norm: 6.1127 2020-10-11 07:27:09,945 - mmaction - INFO - Epoch [15][900/2640] lr: 1.000e-02, eta: 21:46:13, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.3430 2020-10-11 07:27:26,506 - mmaction - INFO - Epoch [15][920/2640] lr: 1.000e-02, eta: 21:45:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 1.9913, loss: 1.9913, grad_norm: 6.3399 2020-10-11 07:27:43,128 - mmaction - INFO - Epoch [15][940/2640] lr: 1.000e-02, eta: 21:45:39, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7500, loss_cls: 2.0437, loss: 2.0437, grad_norm: 6.2647 2020-10-11 07:27:59,712 - mmaction - INFO - Epoch [15][960/2640] lr: 1.000e-02, eta: 21:45:22, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.1181, loss: 2.1181, grad_norm: 6.3855 2020-10-11 07:28:16,238 - mmaction - INFO - Epoch [15][980/2640] lr: 1.000e-02, eta: 21:45:05, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7438, loss_cls: 2.1158, loss: 2.1158, grad_norm: 6.3297 2020-10-11 07:28:32,652 - mmaction - INFO - Epoch [15][1000/2640] lr: 1.000e-02, eta: 21:44:48, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7797, loss_cls: 1.9688, loss: 1.9688, grad_norm: 6.1814 2020-10-11 07:28:49,316 - mmaction - INFO - Epoch [15][1020/2640] lr: 1.000e-02, eta: 21:44:31, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7523, loss_cls: 2.0988, loss: 2.0988, grad_norm: 6.5602 2020-10-11 07:29:05,845 - mmaction - INFO - Epoch [15][1040/2640] lr: 1.000e-02, eta: 21:44:15, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7578, loss_cls: 2.1084, loss: 2.1084, grad_norm: 6.3156 2020-10-11 07:29:22,459 - mmaction - INFO - Epoch [15][1060/2640] lr: 1.000e-02, eta: 21:43:58, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7484, loss_cls: 2.0840, loss: 2.0840, grad_norm: 6.2521 2020-10-11 07:29:39,010 - mmaction - INFO - Epoch [15][1080/2640] lr: 1.000e-02, eta: 21:43:41, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7461, loss_cls: 2.0968, loss: 2.0968, grad_norm: 6.3865 2020-10-11 07:29:55,417 - mmaction - INFO - Epoch [15][1100/2640] lr: 1.000e-02, eta: 21:43:24, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.1093, loss: 2.1093, grad_norm: 6.1238 2020-10-11 07:30:12,112 - mmaction - INFO - Epoch [15][1120/2640] lr: 1.000e-02, eta: 21:43:07, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7555, loss_cls: 2.1198, loss: 2.1198, grad_norm: 6.3657 2020-10-11 07:30:28,622 - mmaction - INFO - Epoch [15][1140/2640] lr: 1.000e-02, eta: 21:42:50, time: 0.831, data_time: 0.010, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7508, loss_cls: 2.1196, loss: 2.1196, grad_norm: 6.2742 2020-10-11 07:30:45,171 - mmaction - INFO - Epoch [15][1160/2640] lr: 1.000e-02, eta: 21:42:33, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7562, loss_cls: 2.0422, loss: 2.0422, grad_norm: 6.1424 2020-10-11 07:31:01,758 - mmaction - INFO - Epoch [15][1180/2640] lr: 1.000e-02, eta: 21:42:17, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7516, loss_cls: 2.1046, loss: 2.1046, grad_norm: 6.3280 2020-10-11 07:31:18,398 - mmaction - INFO - Epoch [15][1200/2640] lr: 1.000e-02, eta: 21:42:00, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.0485, loss: 2.0485, grad_norm: 6.1759 2020-10-11 07:31:35,062 - mmaction - INFO - Epoch [15][1220/2640] lr: 1.000e-02, eta: 21:41:43, time: 0.836, data_time: 0.007, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7758, loss_cls: 1.9578, loss: 1.9578, grad_norm: 6.2339 2020-10-11 07:31:51,590 - mmaction - INFO - Epoch [15][1240/2640] lr: 1.000e-02, eta: 21:41:26, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7406, loss_cls: 2.1331, loss: 2.1331, grad_norm: 6.5557 2020-10-11 07:32:08,120 - mmaction - INFO - Epoch [15][1260/2640] lr: 1.000e-02, eta: 21:41:09, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7586, loss_cls: 1.9892, loss: 1.9892, grad_norm: 6.1035 2020-10-11 07:32:24,759 - mmaction - INFO - Epoch [15][1280/2640] lr: 1.000e-02, eta: 21:40:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0569, loss: 2.0569, grad_norm: 6.4142 2020-10-11 07:32:41,451 - mmaction - INFO - Epoch [15][1300/2640] lr: 1.000e-02, eta: 21:40:36, time: 0.837, data_time: 0.007, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7383, loss_cls: 2.1132, loss: 2.1132, grad_norm: 6.2059 2020-10-11 07:32:57,881 - mmaction - INFO - Epoch [15][1320/2640] lr: 1.000e-02, eta: 21:40:19, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7602, loss_cls: 2.0880, loss: 2.0880, grad_norm: 6.1595 2020-10-11 07:33:14,506 - mmaction - INFO - Epoch [15][1340/2640] lr: 1.000e-02, eta: 21:40:02, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7523, loss_cls: 2.0760, loss: 2.0760, grad_norm: 6.1890 2020-10-11 07:33:31,083 - mmaction - INFO - Epoch [15][1360/2640] lr: 1.000e-02, eta: 21:39:45, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.0072, loss: 2.0072, grad_norm: 6.5385 2020-10-11 07:33:47,413 - mmaction - INFO - Epoch [15][1380/2640] lr: 1.000e-02, eta: 21:39:28, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.0837, loss: 2.0837, grad_norm: 6.2126 2020-10-11 07:34:03,949 - mmaction - INFO - Epoch [15][1400/2640] lr: 1.000e-02, eta: 21:39:11, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.0562, loss: 2.0562, grad_norm: 6.4587 2020-10-11 07:34:20,431 - mmaction - INFO - Epoch [15][1420/2640] lr: 1.000e-02, eta: 21:38:54, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7617, loss_cls: 2.0286, loss: 2.0286, grad_norm: 6.2729 2020-10-11 07:34:36,845 - mmaction - INFO - Epoch [15][1440/2640] lr: 1.000e-02, eta: 21:38:37, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.0916, loss: 2.0916, grad_norm: 6.2316 2020-10-11 07:34:53,382 - mmaction - INFO - Epoch [15][1460/2640] lr: 1.000e-02, eta: 21:38:20, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7617, loss_cls: 2.0441, loss: 2.0441, grad_norm: 6.3262 2020-10-11 07:35:09,825 - mmaction - INFO - Epoch [15][1480/2640] lr: 1.000e-02, eta: 21:38:03, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7609, loss_cls: 2.0959, loss: 2.0959, grad_norm: 6.5524 2020-10-11 07:35:26,369 - mmaction - INFO - Epoch [15][1500/2640] lr: 1.000e-02, eta: 21:37:46, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.2000, loss: 2.2000, grad_norm: 6.2377 2020-10-11 07:35:42,952 - mmaction - INFO - Epoch [15][1520/2640] lr: 1.000e-02, eta: 21:37:29, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7523, loss_cls: 2.0826, loss: 2.0826, grad_norm: 6.2378 2020-10-11 07:35:59,344 - mmaction - INFO - Epoch [15][1540/2640] lr: 1.000e-02, eta: 21:37:12, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7445, loss_cls: 2.0596, loss: 2.0596, grad_norm: 6.2359 2020-10-11 07:36:15,962 - mmaction - INFO - Epoch [15][1560/2640] lr: 1.000e-02, eta: 21:36:55, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.0928, loss: 2.0928, grad_norm: 6.2019 2020-10-11 07:36:32,488 - mmaction - INFO - Epoch [15][1580/2640] lr: 1.000e-02, eta: 21:36:38, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7703, loss_cls: 2.0569, loss: 2.0569, grad_norm: 6.3295 2020-10-11 07:36:49,148 - mmaction - INFO - Epoch [15][1600/2640] lr: 1.000e-02, eta: 21:36:21, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.0337, loss: 2.0337, grad_norm: 6.2856 2020-10-11 07:37:05,708 - mmaction - INFO - Epoch [15][1620/2640] lr: 1.000e-02, eta: 21:36:05, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.1164, loss: 2.1164, grad_norm: 6.2848 2020-10-11 07:37:22,117 - mmaction - INFO - Epoch [15][1640/2640] lr: 1.000e-02, eta: 21:35:47, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7727, loss_cls: 1.9902, loss: 1.9902, grad_norm: 6.3498 2020-10-11 07:37:38,683 - mmaction - INFO - Epoch [15][1660/2640] lr: 1.000e-02, eta: 21:35:30, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.0979, loss: 2.0979, grad_norm: 6.4287 2020-10-11 07:37:55,076 - mmaction - INFO - Epoch [15][1680/2640] lr: 1.000e-02, eta: 21:35:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0983, loss: 2.0983, grad_norm: 6.0542 2020-10-11 07:38:11,684 - mmaction - INFO - Epoch [15][1700/2640] lr: 1.000e-02, eta: 21:34:56, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7695, loss_cls: 2.0188, loss: 2.0188, grad_norm: 6.3552 2020-10-11 07:38:28,015 - mmaction - INFO - Epoch [15][1720/2640] lr: 1.000e-02, eta: 21:34:39, time: 0.817, data_time: 0.005, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0132, loss: 2.0132, grad_norm: 6.3838 2020-10-11 07:38:44,613 - mmaction - INFO - Epoch [15][1740/2640] lr: 1.000e-02, eta: 21:34:22, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.0450, loss: 2.0450, grad_norm: 6.2638 2020-10-11 07:39:01,004 - mmaction - INFO - Epoch [15][1760/2640] lr: 1.000e-02, eta: 21:34:05, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7352, loss_cls: 2.1442, loss: 2.1442, grad_norm: 6.2419 2020-10-11 07:39:17,608 - mmaction - INFO - Epoch [15][1780/2640] lr: 1.000e-02, eta: 21:33:48, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7703, loss_cls: 2.0490, loss: 2.0490, grad_norm: 6.2683 2020-10-11 07:39:33,968 - mmaction - INFO - Epoch [15][1800/2640] lr: 1.000e-02, eta: 21:33:31, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.5320, top5_acc: 0.7570, loss_cls: 1.9845, loss: 1.9845, grad_norm: 6.0784 2020-10-11 07:39:50,355 - mmaction - INFO - Epoch [15][1820/2640] lr: 1.000e-02, eta: 21:33:14, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7578, loss_cls: 2.0976, loss: 2.0976, grad_norm: 6.1490 2020-10-11 07:40:06,937 - mmaction - INFO - Epoch [15][1840/2640] lr: 1.000e-02, eta: 21:32:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.0950 2020-10-11 07:40:23,348 - mmaction - INFO - Epoch [15][1860/2640] lr: 1.000e-02, eta: 21:32:40, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7648, loss_cls: 2.0182, loss: 2.0182, grad_norm: 6.3110 2020-10-11 07:40:39,911 - mmaction - INFO - Epoch [15][1880/2640] lr: 1.000e-02, eta: 21:32:23, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7734, loss_cls: 2.0120, loss: 2.0120, grad_norm: 6.2817 2020-10-11 07:40:56,314 - mmaction - INFO - Epoch [15][1900/2640] lr: 1.000e-02, eta: 21:32:06, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7531, loss_cls: 2.1106, loss: 2.1106, grad_norm: 6.3648 2020-10-11 07:41:12,940 - mmaction - INFO - Epoch [15][1920/2640] lr: 1.000e-02, eta: 21:31:49, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7523, loss_cls: 2.1010, loss: 2.1010, grad_norm: 6.4790 2020-10-11 07:41:29,520 - mmaction - INFO - Epoch [15][1940/2640] lr: 1.000e-02, eta: 21:31:32, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7438, loss_cls: 2.1302, loss: 2.1302, grad_norm: 6.4416 2020-10-11 07:41:45,900 - mmaction - INFO - Epoch [15][1960/2640] lr: 1.000e-02, eta: 21:31:15, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7508, loss_cls: 2.1074, loss: 2.1074, grad_norm: 6.2705 2020-10-11 07:42:02,519 - mmaction - INFO - Epoch [15][1980/2640] lr: 1.000e-02, eta: 21:30:58, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.0583, loss: 2.0583, grad_norm: 6.4392 2020-10-11 07:42:19,079 - mmaction - INFO - Epoch [15][2000/2640] lr: 1.000e-02, eta: 21:30:41, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7695, loss_cls: 1.9780, loss: 1.9780, grad_norm: 6.2955 2020-10-11 07:42:35,640 - mmaction - INFO - Epoch [15][2020/2640] lr: 1.000e-02, eta: 21:30:24, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7547, loss_cls: 2.0722, loss: 2.0722, grad_norm: 6.3915 2020-10-11 07:42:52,059 - mmaction - INFO - Epoch [15][2040/2640] lr: 1.000e-02, eta: 21:30:07, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1002, loss: 2.1002, grad_norm: 5.9568 2020-10-11 07:43:08,614 - mmaction - INFO - Epoch [15][2060/2640] lr: 1.000e-02, eta: 21:29:50, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.0771, loss: 2.0771, grad_norm: 6.2789 2020-10-11 07:43:25,042 - mmaction - INFO - Epoch [15][2080/2640] lr: 1.000e-02, eta: 21:29:33, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4594, top5_acc: 0.7523, loss_cls: 2.1570, loss: 2.1570, grad_norm: 6.3440 2020-10-11 07:43:41,612 - mmaction - INFO - Epoch [15][2100/2640] lr: 1.000e-02, eta: 21:29:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7648, loss_cls: 1.9853, loss: 1.9853, grad_norm: 5.9276 2020-10-11 07:43:58,016 - mmaction - INFO - Epoch [15][2120/2640] lr: 1.000e-02, eta: 21:28:59, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.0693, loss: 2.0693, grad_norm: 6.1155 2020-10-11 07:44:14,617 - mmaction - INFO - Epoch [15][2140/2640] lr: 1.000e-02, eta: 21:28:42, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7547, loss_cls: 2.0856, loss: 2.0856, grad_norm: 6.4911 2020-10-11 07:44:31,168 - mmaction - INFO - Epoch [15][2160/2640] lr: 1.000e-02, eta: 21:28:25, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4727, top5_acc: 0.7586, loss_cls: 2.0965, loss: 2.0965, grad_norm: 6.5681 2020-10-11 07:44:47,769 - mmaction - INFO - Epoch [15][2180/2640] lr: 1.000e-02, eta: 21:28:09, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9378, loss: 1.9378, grad_norm: 6.3304 2020-10-11 07:45:04,534 - mmaction - INFO - Epoch [15][2200/2640] lr: 1.000e-02, eta: 21:27:52, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7398, loss_cls: 2.1202, loss: 2.1202, grad_norm: 6.6063 2020-10-11 07:45:20,918 - mmaction - INFO - Epoch [15][2220/2640] lr: 1.000e-02, eta: 21:27:35, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7609, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.6006 2020-10-11 07:45:37,547 - mmaction - INFO - Epoch [15][2240/2640] lr: 1.000e-02, eta: 21:27:18, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7359, loss_cls: 2.1633, loss: 2.1633, grad_norm: 6.3488 2020-10-11 07:45:53,900 - mmaction - INFO - Epoch [15][2260/2640] lr: 1.000e-02, eta: 21:27:01, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7555, loss_cls: 2.0966, loss: 2.0966, grad_norm: 6.0799 2020-10-11 07:46:10,530 - mmaction - INFO - Epoch [15][2280/2640] lr: 1.000e-02, eta: 21:26:44, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7672, loss_cls: 2.0179, loss: 2.0179, grad_norm: 6.1201 2020-10-11 07:46:27,090 - mmaction - INFO - Epoch [15][2300/2640] lr: 1.000e-02, eta: 21:26:27, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.0966, loss: 2.0966, grad_norm: 6.2246 2020-10-11 07:46:43,684 - mmaction - INFO - Epoch [15][2320/2640] lr: 1.000e-02, eta: 21:26:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7430, loss_cls: 2.0976, loss: 2.0976, grad_norm: 6.0671 2020-10-11 07:47:00,059 - mmaction - INFO - Epoch [15][2340/2640] lr: 1.000e-02, eta: 21:25:53, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7641, loss_cls: 2.0571, loss: 2.0571, grad_norm: 6.2701 2020-10-11 07:47:16,517 - mmaction - INFO - Epoch [15][2360/2640] lr: 1.000e-02, eta: 21:25:36, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7641, loss_cls: 2.0151, loss: 2.0151, grad_norm: 6.1460 2020-10-11 07:47:33,042 - mmaction - INFO - Epoch [15][2380/2640] lr: 1.000e-02, eta: 21:25:19, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.1117, loss: 2.1117, grad_norm: 6.3235 2020-10-11 07:47:49,680 - mmaction - INFO - Epoch [15][2400/2640] lr: 1.000e-02, eta: 21:25:03, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7438, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.1001 2020-10-11 07:48:06,201 - mmaction - INFO - Epoch [15][2420/2640] lr: 1.000e-02, eta: 21:24:46, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7594, loss_cls: 2.0786, loss: 2.0786, grad_norm: 6.0590 2020-10-11 07:48:22,626 - mmaction - INFO - Epoch [15][2440/2640] lr: 1.000e-02, eta: 21:24:29, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7594, loss_cls: 2.0841, loss: 2.0841, grad_norm: 6.2370 2020-10-11 07:48:39,202 - mmaction - INFO - Epoch [15][2460/2640] lr: 1.000e-02, eta: 21:24:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7477, loss_cls: 2.1125, loss: 2.1125, grad_norm: 5.9969 2020-10-11 07:48:55,546 - mmaction - INFO - Epoch [15][2480/2640] lr: 1.000e-02, eta: 21:23:54, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7812, loss_cls: 1.9640, loss: 1.9640, grad_norm: 6.2993 2020-10-11 07:49:12,200 - mmaction - INFO - Epoch [15][2500/2640] lr: 1.000e-02, eta: 21:23:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7711, loss_cls: 2.0707, loss: 2.0707, grad_norm: 6.2423 2020-10-11 07:49:28,739 - mmaction - INFO - Epoch [15][2520/2640] lr: 1.000e-02, eta: 21:23:21, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7727, loss_cls: 2.0138, loss: 2.0138, grad_norm: 6.1356 2020-10-11 07:49:45,359 - mmaction - INFO - Epoch [15][2540/2640] lr: 1.000e-02, eta: 21:23:04, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7562, loss_cls: 2.0529, loss: 2.0529, grad_norm: 6.4034 2020-10-11 07:50:01,882 - mmaction - INFO - Epoch [15][2560/2640] lr: 1.000e-02, eta: 21:22:47, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7617, loss_cls: 2.0359, loss: 2.0359, grad_norm: 6.1903 2020-10-11 07:50:18,361 - mmaction - INFO - Epoch [15][2580/2640] lr: 1.000e-02, eta: 21:22:30, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1175, loss: 2.1175, grad_norm: 6.0003 2020-10-11 07:50:35,051 - mmaction - INFO - Epoch [15][2600/2640] lr: 1.000e-02, eta: 21:22:14, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9565, loss: 1.9565, grad_norm: 6.0957 2020-10-11 07:50:51,513 - mmaction - INFO - Epoch [15][2620/2640] lr: 1.000e-02, eta: 21:21:57, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7617, loss_cls: 2.0372, loss: 2.0372, grad_norm: 6.1752 2020-10-11 07:51:07,639 - mmaction - INFO - Epoch [15][2640/2640] lr: 1.000e-02, eta: 21:21:39, time: 0.805, data_time: 0.005, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7516, loss_cls: 2.1294, loss: 2.1294, grad_norm: 6.3244 2020-10-11 07:51:07,970 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-11 07:51:35,740 - mmaction - INFO - Epoch [16][20/2640] lr: 1.000e-02, eta: 21:21:41, time: 1.238, data_time: 0.365, memory: 9800, top1_acc: 0.4711, top5_acc: 0.7555, loss_cls: 2.0891, loss: 2.0891, grad_norm: 6.1446 2020-10-11 07:51:52,108 - mmaction - INFO - Epoch [16][40/2640] lr: 1.000e-02, eta: 21:21:24, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7641, loss_cls: 2.0400, loss: 2.0400, grad_norm: 6.1858 2020-10-11 07:52:08,491 - mmaction - INFO - Epoch [16][60/2640] lr: 1.000e-02, eta: 21:21:06, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7617, loss_cls: 2.0069, loss: 2.0069, grad_norm: 6.4851 2020-10-11 07:52:25,080 - mmaction - INFO - Epoch [16][80/2640] lr: 1.000e-02, eta: 21:20:50, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.0263, loss: 2.0263, grad_norm: 6.4339 2020-10-11 07:52:41,670 - mmaction - INFO - Epoch [16][100/2640] lr: 1.000e-02, eta: 21:20:33, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7625, loss_cls: 2.0086, loss: 2.0086, grad_norm: 6.5089 2020-10-11 07:52:58,140 - mmaction - INFO - Epoch [16][120/2640] lr: 1.000e-02, eta: 21:20:16, time: 0.820, data_time: 0.001, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7648, loss_cls: 2.0191, loss: 2.0191, grad_norm: 6.1530 2020-10-11 07:53:14,631 - mmaction - INFO - Epoch [16][140/2640] lr: 1.000e-02, eta: 21:19:59, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7734, loss_cls: 1.9452, loss: 1.9452, grad_norm: 6.2090 2020-10-11 07:53:31,046 - mmaction - INFO - Epoch [16][160/2640] lr: 1.000e-02, eta: 21:19:42, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7633, loss_cls: 2.0636, loss: 2.0636, grad_norm: 6.0953 2020-10-11 07:53:47,444 - mmaction - INFO - Epoch [16][180/2640] lr: 1.000e-02, eta: 21:19:24, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7875, loss_cls: 1.9050, loss: 1.9050, grad_norm: 6.4210 2020-10-11 07:54:04,075 - mmaction - INFO - Epoch [16][200/2640] lr: 1.000e-02, eta: 21:19:08, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7602, loss_cls: 2.0397, loss: 2.0397, grad_norm: 6.3991 2020-10-11 07:54:20,634 - mmaction - INFO - Epoch [16][220/2640] lr: 1.000e-02, eta: 21:18:51, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7594, loss_cls: 2.1274, loss: 2.1274, grad_norm: 6.0708 2020-10-11 07:54:37,392 - mmaction - INFO - Epoch [16][240/2640] lr: 1.000e-02, eta: 21:18:34, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.5281, top5_acc: 0.7898, loss_cls: 1.9092, loss: 1.9092, grad_norm: 6.2216 2020-10-11 07:54:53,767 - mmaction - INFO - Epoch [16][260/2640] lr: 1.000e-02, eta: 21:18:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7703, loss_cls: 2.0122, loss: 2.0122, grad_norm: 6.5149 2020-10-11 07:55:10,401 - mmaction - INFO - Epoch [16][280/2640] lr: 1.000e-02, eta: 21:18:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.0488, loss: 2.0488, grad_norm: 6.2798 2020-10-11 07:55:26,929 - mmaction - INFO - Epoch [16][300/2640] lr: 1.000e-02, eta: 21:17:44, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7555, loss_cls: 2.0591, loss: 2.0591, grad_norm: 6.5266 2020-10-11 07:55:43,355 - mmaction - INFO - Epoch [16][320/2640] lr: 1.000e-02, eta: 21:17:26, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7664, loss_cls: 1.9913, loss: 1.9913, grad_norm: 6.2978 2020-10-11 07:55:59,720 - mmaction - INFO - Epoch [16][340/2640] lr: 1.000e-02, eta: 21:17:09, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 1.9910, loss: 1.9910, grad_norm: 6.2408 2020-10-11 07:56:16,363 - mmaction - INFO - Epoch [16][360/2640] lr: 1.000e-02, eta: 21:16:52, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7797, loss_cls: 1.9639, loss: 1.9639, grad_norm: 6.3718 2020-10-11 07:56:32,929 - mmaction - INFO - Epoch [16][380/2640] lr: 1.000e-02, eta: 21:16:36, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7555, loss_cls: 2.1147, loss: 2.1147, grad_norm: 6.5812 2020-10-11 07:56:49,538 - mmaction - INFO - Epoch [16][400/2640] lr: 1.000e-02, eta: 21:16:19, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7828, loss_cls: 2.0455, loss: 2.0455, grad_norm: 6.3179 2020-10-11 07:57:06,118 - mmaction - INFO - Epoch [16][420/2640] lr: 1.000e-02, eta: 21:16:02, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.2245 2020-10-11 07:57:22,716 - mmaction - INFO - Epoch [16][440/2640] lr: 1.000e-02, eta: 21:15:45, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7672, loss_cls: 1.9931, loss: 1.9931, grad_norm: 6.0228 2020-10-11 07:57:39,095 - mmaction - INFO - Epoch [16][460/2640] lr: 1.000e-02, eta: 21:15:28, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7727, loss_cls: 1.9781, loss: 1.9781, grad_norm: 6.3459 2020-10-11 07:57:55,456 - mmaction - INFO - Epoch [16][480/2640] lr: 1.000e-02, eta: 21:15:11, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7742, loss_cls: 1.9685, loss: 1.9685, grad_norm: 6.1675 2020-10-11 07:58:12,010 - mmaction - INFO - Epoch [16][500/2640] lr: 1.000e-02, eta: 21:14:54, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7797, loss_cls: 1.9818, loss: 1.9818, grad_norm: 6.3418 2020-10-11 07:58:28,659 - mmaction - INFO - Epoch [16][520/2640] lr: 1.000e-02, eta: 21:14:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0061, loss: 2.0061, grad_norm: 6.2832 2020-10-11 07:58:45,244 - mmaction - INFO - Epoch [16][540/2640] lr: 1.000e-02, eta: 21:14:20, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7617, loss_cls: 2.0203, loss: 2.0203, grad_norm: 6.1245 2020-10-11 07:59:01,817 - mmaction - INFO - Epoch [16][560/2640] lr: 1.000e-02, eta: 21:14:04, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7641, loss_cls: 2.0083, loss: 2.0083, grad_norm: 6.2265 2020-10-11 07:59:18,396 - mmaction - INFO - Epoch [16][580/2640] lr: 1.000e-02, eta: 21:13:47, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7617, loss_cls: 2.0422, loss: 2.0422, grad_norm: 6.2703 2020-10-11 07:59:35,044 - mmaction - INFO - Epoch [16][600/2640] lr: 1.000e-02, eta: 21:13:30, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7383, loss_cls: 2.1638, loss: 2.1638, grad_norm: 6.4007 2020-10-11 07:59:51,564 - mmaction - INFO - Epoch [16][620/2640] lr: 1.000e-02, eta: 21:13:13, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7617, loss_cls: 2.0573, loss: 2.0573, grad_norm: 6.3076 2020-10-11 08:00:09,061 - mmaction - INFO - Epoch [16][640/2640] lr: 1.000e-02, eta: 21:12:58, time: 0.871, data_time: 0.002, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7789, loss_cls: 2.0079, loss: 2.0079, grad_norm: 6.2189 2020-10-11 08:00:25,572 - mmaction - INFO - Epoch [16][660/2640] lr: 1.000e-02, eta: 21:12:41, time: 0.829, data_time: 0.015, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7453, loss_cls: 2.0998, loss: 2.0998, grad_norm: 6.4234 2020-10-11 08:00:42,155 - mmaction - INFO - Epoch [16][680/2640] lr: 1.000e-02, eta: 21:12:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7758, loss_cls: 2.0181, loss: 2.0181, grad_norm: 6.3045 2020-10-11 08:00:58,544 - mmaction - INFO - Epoch [16][700/2640] lr: 1.000e-02, eta: 21:12:07, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7383, loss_cls: 2.1027, loss: 2.1027, grad_norm: 6.2407 2020-10-11 08:01:15,245 - mmaction - INFO - Epoch [16][720/2640] lr: 1.000e-02, eta: 21:11:51, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7609, loss_cls: 1.9979, loss: 1.9979, grad_norm: 6.0303 2020-10-11 08:01:31,727 - mmaction - INFO - Epoch [16][740/2640] lr: 1.000e-02, eta: 21:11:34, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1132, loss: 2.1132, grad_norm: 6.3683 2020-10-11 08:01:48,411 - mmaction - INFO - Epoch [16][760/2640] lr: 1.000e-02, eta: 21:11:17, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7641, loss_cls: 2.0850, loss: 2.0850, grad_norm: 6.3154 2020-10-11 08:02:05,055 - mmaction - INFO - Epoch [16][780/2640] lr: 1.000e-02, eta: 21:11:01, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7617, loss_cls: 2.0663, loss: 2.0663, grad_norm: 6.1252 2020-10-11 08:02:21,488 - mmaction - INFO - Epoch [16][800/2640] lr: 1.000e-02, eta: 21:10:44, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5305, top5_acc: 0.7680, loss_cls: 1.9767, loss: 1.9767, grad_norm: 6.2490 2020-10-11 08:02:38,074 - mmaction - INFO - Epoch [16][820/2640] lr: 1.000e-02, eta: 21:10:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7633, loss_cls: 2.0003, loss: 2.0003, grad_norm: 6.1839 2020-10-11 08:02:54,489 - mmaction - INFO - Epoch [16][840/2640] lr: 1.000e-02, eta: 21:10:10, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.1743, loss: 2.1743, grad_norm: 6.1955 2020-10-11 08:03:11,115 - mmaction - INFO - Epoch [16][860/2640] lr: 1.000e-02, eta: 21:09:53, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7500, loss_cls: 2.0899, loss: 2.0899, grad_norm: 6.3536 2020-10-11 08:03:27,653 - mmaction - INFO - Epoch [16][880/2640] lr: 1.000e-02, eta: 21:09:36, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.5195, top5_acc: 0.7758, loss_cls: 1.9878, loss: 1.9878, grad_norm: 6.0487 2020-10-11 08:03:44,232 - mmaction - INFO - Epoch [16][900/2640] lr: 1.000e-02, eta: 21:09:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7570, loss_cls: 2.0628, loss: 2.0628, grad_norm: 6.3506 2020-10-11 08:04:00,621 - mmaction - INFO - Epoch [16][920/2640] lr: 1.000e-02, eta: 21:09:02, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7578, loss_cls: 2.1013, loss: 2.1013, grad_norm: 6.2486 2020-10-11 08:04:17,266 - mmaction - INFO - Epoch [16][940/2640] lr: 1.000e-02, eta: 21:08:45, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7703, loss_cls: 1.9806, loss: 1.9806, grad_norm: 6.1207 2020-10-11 08:04:33,809 - mmaction - INFO - Epoch [16][960/2640] lr: 1.000e-02, eta: 21:08:28, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7461, loss_cls: 2.1018, loss: 2.1018, grad_norm: 6.1607 2020-10-11 08:04:50,180 - mmaction - INFO - Epoch [16][980/2640] lr: 1.000e-02, eta: 21:08:11, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7539, loss_cls: 2.0346, loss: 2.0346, grad_norm: 6.0143 2020-10-11 08:05:06,830 - mmaction - INFO - Epoch [16][1000/2640] lr: 1.000e-02, eta: 21:07:55, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7414, loss_cls: 2.0777, loss: 2.0777, grad_norm: 6.2083 2020-10-11 08:05:23,362 - mmaction - INFO - Epoch [16][1020/2640] lr: 1.000e-02, eta: 21:07:38, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4633, top5_acc: 0.7523, loss_cls: 2.1764, loss: 2.1764, grad_norm: 6.3943 2020-10-11 08:05:39,939 - mmaction - INFO - Epoch [16][1040/2640] lr: 1.000e-02, eta: 21:07:21, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7570, loss_cls: 2.0587, loss: 2.0587, grad_norm: 6.2729 2020-10-11 08:05:56,340 - mmaction - INFO - Epoch [16][1060/2640] lr: 1.000e-02, eta: 21:07:04, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7758, loss_cls: 1.9385, loss: 1.9385, grad_norm: 6.2678 2020-10-11 08:06:12,941 - mmaction - INFO - Epoch [16][1080/2640] lr: 1.000e-02, eta: 21:06:47, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.0659, loss: 2.0659, grad_norm: 6.2895 2020-10-11 08:06:29,538 - mmaction - INFO - Epoch [16][1100/2640] lr: 1.000e-02, eta: 21:06:30, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7664, loss_cls: 2.0196, loss: 2.0196, grad_norm: 6.1258 2020-10-11 08:06:46,141 - mmaction - INFO - Epoch [16][1120/2640] lr: 1.000e-02, eta: 21:06:13, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7648, loss_cls: 2.0483, loss: 2.0483, grad_norm: 6.2170 2020-10-11 08:07:02,729 - mmaction - INFO - Epoch [16][1140/2640] lr: 1.000e-02, eta: 21:05:57, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7602, loss_cls: 2.0618, loss: 2.0618, grad_norm: 6.1306 2020-10-11 08:07:19,334 - mmaction - INFO - Epoch [16][1160/2640] lr: 1.000e-02, eta: 21:05:40, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7867, loss_cls: 2.0352, loss: 2.0352, grad_norm: 6.2533 2020-10-11 08:07:36,200 - mmaction - INFO - Epoch [16][1180/2640] lr: 1.000e-02, eta: 21:05:24, time: 0.845, data_time: 0.006, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7453, loss_cls: 2.1072, loss: 2.1072, grad_norm: 6.2946 2020-10-11 08:07:52,659 - mmaction - INFO - Epoch [16][1200/2640] lr: 1.000e-02, eta: 21:05:07, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7750, loss_cls: 1.9994, loss: 1.9994, grad_norm: 6.1689 2020-10-11 08:08:09,290 - mmaction - INFO - Epoch [16][1220/2640] lr: 1.000e-02, eta: 21:04:50, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7609, loss_cls: 2.0781, loss: 2.0781, grad_norm: 6.4867 2020-10-11 08:08:25,843 - mmaction - INFO - Epoch [16][1240/2640] lr: 1.000e-02, eta: 21:04:33, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7625, loss_cls: 2.0038, loss: 2.0038, grad_norm: 6.0768 2020-10-11 08:08:42,596 - mmaction - INFO - Epoch [16][1260/2640] lr: 1.000e-02, eta: 21:04:17, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7578, loss_cls: 2.0660, loss: 2.0660, grad_norm: 6.4749 2020-10-11 08:08:59,042 - mmaction - INFO - Epoch [16][1280/2640] lr: 1.000e-02, eta: 21:04:00, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7586, loss_cls: 2.0836, loss: 2.0836, grad_norm: 6.5607 2020-10-11 08:09:15,680 - mmaction - INFO - Epoch [16][1300/2640] lr: 1.000e-02, eta: 21:03:43, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4750, top5_acc: 0.7492, loss_cls: 2.1134, loss: 2.1134, grad_norm: 6.2711 2020-10-11 08:09:32,219 - mmaction - INFO - Epoch [16][1320/2640] lr: 1.000e-02, eta: 21:03:26, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7719, loss_cls: 1.9839, loss: 1.9839, grad_norm: 6.3479 2020-10-11 08:09:48,839 - mmaction - INFO - Epoch [16][1340/2640] lr: 1.000e-02, eta: 21:03:09, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7555, loss_cls: 2.0955, loss: 2.0955, grad_norm: 6.5444 2020-10-11 08:10:05,541 - mmaction - INFO - Epoch [16][1360/2640] lr: 1.000e-02, eta: 21:02:53, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7703, loss_cls: 1.9979, loss: 1.9979, grad_norm: 6.1929 2020-10-11 08:10:21,977 - mmaction - INFO - Epoch [16][1380/2640] lr: 1.000e-02, eta: 21:02:36, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7562, loss_cls: 2.0062, loss: 2.0062, grad_norm: 6.1895 2020-10-11 08:10:38,730 - mmaction - INFO - Epoch [16][1400/2640] lr: 1.000e-02, eta: 21:02:19, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7641, loss_cls: 2.0216, loss: 2.0216, grad_norm: 6.5727 2020-10-11 08:10:55,149 - mmaction - INFO - Epoch [16][1420/2640] lr: 1.000e-02, eta: 21:02:02, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7633, loss_cls: 2.0166, loss: 2.0166, grad_norm: 6.3553 2020-10-11 08:11:11,597 - mmaction - INFO - Epoch [16][1440/2640] lr: 1.000e-02, eta: 21:01:45, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7500, loss_cls: 2.0865, loss: 2.0865, grad_norm: 6.4420 2020-10-11 08:11:28,155 - mmaction - INFO - Epoch [16][1460/2640] lr: 1.000e-02, eta: 21:01:28, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7555, loss_cls: 2.0898, loss: 2.0898, grad_norm: 6.4641 2020-10-11 08:11:44,717 - mmaction - INFO - Epoch [16][1480/2640] lr: 1.000e-02, eta: 21:01:11, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1135, loss: 2.1135, grad_norm: 6.0765 2020-10-11 08:12:01,121 - mmaction - INFO - Epoch [16][1500/2640] lr: 1.000e-02, eta: 21:00:54, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4680, top5_acc: 0.7516, loss_cls: 2.1382, loss: 2.1382, grad_norm: 6.2984 2020-10-11 08:12:17,725 - mmaction - INFO - Epoch [16][1520/2640] lr: 1.000e-02, eta: 21:00:37, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7688, loss_cls: 2.0364, loss: 2.0364, grad_norm: 6.0282 2020-10-11 08:12:34,329 - mmaction - INFO - Epoch [16][1540/2640] lr: 1.000e-02, eta: 21:00:21, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7695, loss_cls: 1.9703, loss: 1.9703, grad_norm: 6.4683 2020-10-11 08:12:50,851 - mmaction - INFO - Epoch [16][1560/2640] lr: 1.000e-02, eta: 21:00:04, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7547, loss_cls: 2.0774, loss: 2.0774, grad_norm: 6.2355 2020-10-11 08:13:07,284 - mmaction - INFO - Epoch [16][1580/2640] lr: 1.000e-02, eta: 20:59:47, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.5273, top5_acc: 0.7711, loss_cls: 1.9952, loss: 1.9952, grad_norm: 6.4645 2020-10-11 08:13:23,855 - mmaction - INFO - Epoch [16][1600/2640] lr: 1.000e-02, eta: 20:59:30, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0087, loss: 2.0087, grad_norm: 6.1871 2020-10-11 08:13:40,626 - mmaction - INFO - Epoch [16][1620/2640] lr: 1.000e-02, eta: 20:59:14, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7594, loss_cls: 2.0099, loss: 2.0099, grad_norm: 6.2874 2020-10-11 08:13:57,045 - mmaction - INFO - Epoch [16][1640/2640] lr: 1.000e-02, eta: 20:58:56, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7617, loss_cls: 2.0725, loss: 2.0725, grad_norm: 6.5277 2020-10-11 08:14:13,635 - mmaction - INFO - Epoch [16][1660/2640] lr: 1.000e-02, eta: 20:58:40, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7766, loss_cls: 2.0000, loss: 2.0000, grad_norm: 6.5100 2020-10-11 08:14:30,188 - mmaction - INFO - Epoch [16][1680/2640] lr: 1.000e-02, eta: 20:58:23, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.0734, loss: 2.0734, grad_norm: 6.4543 2020-10-11 08:14:46,835 - mmaction - INFO - Epoch [16][1700/2640] lr: 1.000e-02, eta: 20:58:06, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7328, loss_cls: 2.1101, loss: 2.1101, grad_norm: 6.1520 2020-10-11 08:15:03,401 - mmaction - INFO - Epoch [16][1720/2640] lr: 1.000e-02, eta: 20:57:49, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7609, loss_cls: 2.0679, loss: 2.0679, grad_norm: 6.2894 2020-10-11 08:15:19,792 - mmaction - INFO - Epoch [16][1740/2640] lr: 1.000e-02, eta: 20:57:32, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7625, loss_cls: 2.0642, loss: 2.0642, grad_norm: 6.4248 2020-10-11 08:15:36,383 - mmaction - INFO - Epoch [16][1760/2640] lr: 1.000e-02, eta: 20:57:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4562, top5_acc: 0.7281, loss_cls: 2.1836, loss: 2.1836, grad_norm: 6.3699 2020-10-11 08:15:52,724 - mmaction - INFO - Epoch [16][1780/2640] lr: 1.000e-02, eta: 20:56:58, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.0965, loss: 2.0965, grad_norm: 5.8595 2020-10-11 08:16:09,592 - mmaction - INFO - Epoch [16][1800/2640] lr: 1.000e-02, eta: 20:56:42, time: 0.843, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7703, loss_cls: 1.9823, loss: 1.9823, grad_norm: 6.3197 2020-10-11 08:16:26,157 - mmaction - INFO - Epoch [16][1820/2640] lr: 1.000e-02, eta: 20:56:25, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7695, loss_cls: 2.0308, loss: 2.0308, grad_norm: 6.2515 2020-10-11 08:16:42,730 - mmaction - INFO - Epoch [16][1840/2640] lr: 1.000e-02, eta: 20:56:08, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 2.0590, loss: 2.0590, grad_norm: 5.9456 2020-10-11 08:16:59,108 - mmaction - INFO - Epoch [16][1860/2640] lr: 1.000e-02, eta: 20:55:51, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7664, loss_cls: 1.9794, loss: 1.9794, grad_norm: 6.4400 2020-10-11 08:17:15,712 - mmaction - INFO - Epoch [16][1880/2640] lr: 1.000e-02, eta: 20:55:34, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7617, loss_cls: 2.0021, loss: 2.0021, grad_norm: 6.0797 2020-10-11 08:17:32,279 - mmaction - INFO - Epoch [16][1900/2640] lr: 1.000e-02, eta: 20:55:17, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7594, loss_cls: 2.0891, loss: 2.0891, grad_norm: 6.1998 2020-10-11 08:17:48,927 - mmaction - INFO - Epoch [16][1920/2640] lr: 1.000e-02, eta: 20:55:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7789, loss_cls: 1.9083, loss: 1.9083, grad_norm: 6.0767 2020-10-11 08:18:05,628 - mmaction - INFO - Epoch [16][1940/2640] lr: 1.000e-02, eta: 20:54:44, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7742, loss_cls: 1.9646, loss: 1.9646, grad_norm: 6.4822 2020-10-11 08:18:22,088 - mmaction - INFO - Epoch [16][1960/2640] lr: 1.000e-02, eta: 20:54:27, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7555, loss_cls: 2.0594, loss: 2.0594, grad_norm: 6.6102 2020-10-11 08:18:38,713 - mmaction - INFO - Epoch [16][1980/2640] lr: 1.000e-02, eta: 20:54:11, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7742, loss_cls: 2.0229, loss: 2.0229, grad_norm: 6.2593 2020-10-11 08:18:55,223 - mmaction - INFO - Epoch [16][2000/2640] lr: 1.000e-02, eta: 20:53:54, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.0589, loss: 2.0589, grad_norm: 6.3940 2020-10-11 08:19:11,876 - mmaction - INFO - Epoch [16][2020/2640] lr: 1.000e-02, eta: 20:53:37, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7625, loss_cls: 2.0203, loss: 2.0203, grad_norm: 6.5099 2020-10-11 08:19:28,412 - mmaction - INFO - Epoch [16][2040/2640] lr: 1.000e-02, eta: 20:53:20, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7492, loss_cls: 2.0924, loss: 2.0924, grad_norm: 6.2595 2020-10-11 08:19:45,001 - mmaction - INFO - Epoch [16][2060/2640] lr: 1.000e-02, eta: 20:53:03, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1187, loss: 2.1187, grad_norm: 6.3884 2020-10-11 08:20:01,391 - mmaction - INFO - Epoch [16][2080/2640] lr: 1.000e-02, eta: 20:52:46, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7547, loss_cls: 2.0353, loss: 2.0353, grad_norm: 5.7941 2020-10-11 08:20:18,007 - mmaction - INFO - Epoch [16][2100/2640] lr: 1.000e-02, eta: 20:52:29, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7453, loss_cls: 2.0878, loss: 2.0878, grad_norm: 6.2896 2020-10-11 08:20:34,630 - mmaction - INFO - Epoch [16][2120/2640] lr: 1.000e-02, eta: 20:52:13, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7594, loss_cls: 2.0642, loss: 2.0642, grad_norm: 6.2755 2020-10-11 08:20:50,954 - mmaction - INFO - Epoch [16][2140/2640] lr: 1.000e-02, eta: 20:51:55, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7711, loss_cls: 1.9618, loss: 1.9618, grad_norm: 6.2402 2020-10-11 08:21:07,580 - mmaction - INFO - Epoch [16][2160/2640] lr: 1.000e-02, eta: 20:51:39, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.0797, loss: 2.0797, grad_norm: 6.2079 2020-10-11 08:21:24,174 - mmaction - INFO - Epoch [16][2180/2640] lr: 1.000e-02, eta: 20:51:22, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7516, loss_cls: 2.1208, loss: 2.1208, grad_norm: 6.1781 2020-10-11 08:21:40,717 - mmaction - INFO - Epoch [16][2200/2640] lr: 1.000e-02, eta: 20:51:05, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7492, loss_cls: 2.0287, loss: 2.0287, grad_norm: 6.2016 2020-10-11 08:21:57,104 - mmaction - INFO - Epoch [16][2220/2640] lr: 1.000e-02, eta: 20:50:48, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 1.9931, loss: 1.9931, grad_norm: 6.3486 2020-10-11 08:22:13,731 - mmaction - INFO - Epoch [16][2240/2640] lr: 1.000e-02, eta: 20:50:31, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7578, loss_cls: 2.1010, loss: 2.1010, grad_norm: 6.3513 2020-10-11 08:22:30,275 - mmaction - INFO - Epoch [16][2260/2640] lr: 1.000e-02, eta: 20:50:14, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7539, loss_cls: 2.0675, loss: 2.0675, grad_norm: 6.6113 2020-10-11 08:22:46,899 - mmaction - INFO - Epoch [16][2280/2640] lr: 1.000e-02, eta: 20:49:58, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7602, loss_cls: 2.0661, loss: 2.0661, grad_norm: 6.5160 2020-10-11 08:23:03,251 - mmaction - INFO - Epoch [16][2300/2640] lr: 1.000e-02, eta: 20:49:40, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7531, loss_cls: 2.0509, loss: 2.0509, grad_norm: 6.3447 2020-10-11 08:23:19,880 - mmaction - INFO - Epoch [16][2320/2640] lr: 1.000e-02, eta: 20:49:24, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7562, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.0134 2020-10-11 08:23:36,430 - mmaction - INFO - Epoch [16][2340/2640] lr: 1.000e-02, eta: 20:49:07, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7852, loss_cls: 1.9652, loss: 1.9652, grad_norm: 6.1749 2020-10-11 08:23:52,806 - mmaction - INFO - Epoch [16][2360/2640] lr: 1.000e-02, eta: 20:48:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5305, top5_acc: 0.7812, loss_cls: 1.9358, loss: 1.9358, grad_norm: 6.3109 2020-10-11 08:24:09,440 - mmaction - INFO - Epoch [16][2380/2640] lr: 1.000e-02, eta: 20:48:33, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7578, loss_cls: 1.9937, loss: 1.9937, grad_norm: 6.0189 2020-10-11 08:24:25,974 - mmaction - INFO - Epoch [16][2400/2640] lr: 1.000e-02, eta: 20:48:16, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.0893, loss: 2.0893, grad_norm: 6.3967 2020-10-11 08:24:42,524 - mmaction - INFO - Epoch [16][2420/2640] lr: 1.000e-02, eta: 20:47:59, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7438, loss_cls: 2.1258, loss: 2.1258, grad_norm: 6.2844 2020-10-11 08:24:58,964 - mmaction - INFO - Epoch [16][2440/2640] lr: 1.000e-02, eta: 20:47:42, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7875, loss_cls: 1.9379, loss: 1.9379, grad_norm: 6.0240 2020-10-11 08:25:15,401 - mmaction - INFO - Epoch [16][2460/2640] lr: 1.000e-02, eta: 20:47:25, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7430, loss_cls: 2.1400, loss: 2.1400, grad_norm: 6.2656 2020-10-11 08:25:31,954 - mmaction - INFO - Epoch [16][2480/2640] lr: 1.000e-02, eta: 20:47:08, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.0899, loss: 2.0899, grad_norm: 6.3063 2020-10-11 08:25:48,638 - mmaction - INFO - Epoch [16][2500/2640] lr: 1.000e-02, eta: 20:46:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7656, loss_cls: 2.0174, loss: 2.0174, grad_norm: 6.2505 2020-10-11 08:26:05,140 - mmaction - INFO - Epoch [16][2520/2640] lr: 1.000e-02, eta: 20:46:35, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7414, loss_cls: 2.1599, loss: 2.1599, grad_norm: 6.5165 2020-10-11 08:26:21,818 - mmaction - INFO - Epoch [16][2540/2640] lr: 1.000e-02, eta: 20:46:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1059, loss: 2.1059, grad_norm: 6.1599 2020-10-11 08:26:38,319 - mmaction - INFO - Epoch [16][2560/2640] lr: 1.000e-02, eta: 20:46:01, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7523, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.9006 2020-10-11 08:26:54,670 - mmaction - INFO - Epoch [16][2580/2640] lr: 1.000e-02, eta: 20:45:44, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7430, loss_cls: 2.1373, loss: 2.1373, grad_norm: 6.1096 2020-10-11 08:27:11,348 - mmaction - INFO - Epoch [16][2600/2640] lr: 1.000e-02, eta: 20:45:27, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7445, loss_cls: 2.1110, loss: 2.1110, grad_norm: 6.2641 2020-10-11 08:27:27,883 - mmaction - INFO - Epoch [16][2620/2640] lr: 1.000e-02, eta: 20:45:11, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7898, loss_cls: 1.9523, loss: 1.9523, grad_norm: 6.4140 2020-10-11 08:27:43,995 - mmaction - INFO - Epoch [16][2640/2640] lr: 1.000e-02, eta: 20:44:53, time: 0.806, data_time: 0.005, memory: 9800, top1_acc: 0.5048, top5_acc: 0.7548, loss_cls: 2.0267, loss: 2.0267, grad_norm: 6.2129 2020-10-11 08:27:44,297 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-11 08:28:15,778 - mmaction - INFO - Epoch [17][20/2640] lr: 1.000e-02, eta: 20:45:02, time: 1.433, data_time: 0.563, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9387, loss: 1.9387, grad_norm: 6.2067 2020-10-11 08:28:32,163 - mmaction - INFO - Epoch [17][40/2640] lr: 1.000e-02, eta: 20:44:44, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7773, loss_cls: 1.9240, loss: 1.9240, grad_norm: 6.4290 2020-10-11 08:28:48,571 - mmaction - INFO - Epoch [17][60/2640] lr: 1.000e-02, eta: 20:44:27, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.5352, top5_acc: 0.7656, loss_cls: 1.9478, loss: 1.9478, grad_norm: 6.4540 2020-10-11 08:29:04,942 - mmaction - INFO - Epoch [17][80/2640] lr: 1.000e-02, eta: 20:44:10, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7742, loss_cls: 2.0002, loss: 2.0002, grad_norm: 6.4480 2020-10-11 08:29:21,381 - mmaction - INFO - Epoch [17][100/2640] lr: 1.000e-02, eta: 20:43:53, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7688, loss_cls: 1.9557, loss: 1.9557, grad_norm: 6.2290 2020-10-11 08:29:37,909 - mmaction - INFO - Epoch [17][120/2640] lr: 1.000e-02, eta: 20:43:36, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7609, loss_cls: 2.0453, loss: 2.0453, grad_norm: 6.3539 2020-10-11 08:29:54,293 - mmaction - INFO - Epoch [17][140/2640] lr: 1.000e-02, eta: 20:43:19, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5227, top5_acc: 0.7648, loss_cls: 1.9285, loss: 1.9285, grad_norm: 6.3518 2020-10-11 08:30:10,922 - mmaction - INFO - Epoch [17][160/2640] lr: 1.000e-02, eta: 20:43:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7703, loss_cls: 1.9802, loss: 1.9802, grad_norm: 6.2537 2020-10-11 08:30:27,466 - mmaction - INFO - Epoch [17][180/2640] lr: 1.000e-02, eta: 20:42:45, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7594, loss_cls: 2.0419, loss: 2.0419, grad_norm: 6.2060 2020-10-11 08:30:43,897 - mmaction - INFO - Epoch [17][200/2640] lr: 1.000e-02, eta: 20:42:28, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 1.9802, loss: 1.9802, grad_norm: 6.1003 2020-10-11 08:31:00,476 - mmaction - INFO - Epoch [17][220/2640] lr: 1.000e-02, eta: 20:42:11, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.5289, top5_acc: 0.7812, loss_cls: 1.8736, loss: 1.8736, grad_norm: 6.0973 2020-10-11 08:31:17,054 - mmaction - INFO - Epoch [17][240/2640] lr: 1.000e-02, eta: 20:41:55, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.5375, top5_acc: 0.7836, loss_cls: 1.8924, loss: 1.8924, grad_norm: 6.5806 2020-10-11 08:31:33,747 - mmaction - INFO - Epoch [17][260/2640] lr: 1.000e-02, eta: 20:41:38, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0590, loss: 2.0590, grad_norm: 6.6537 2020-10-11 08:31:50,269 - mmaction - INFO - Epoch [17][280/2640] lr: 1.000e-02, eta: 20:41:21, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5242, top5_acc: 0.7812, loss_cls: 1.9356, loss: 1.9356, grad_norm: 6.2688 2020-10-11 08:32:06,848 - mmaction - INFO - Epoch [17][300/2640] lr: 1.000e-02, eta: 20:41:04, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7719, loss_cls: 1.9724, loss: 1.9724, grad_norm: 6.4321 2020-10-11 08:32:23,588 - mmaction - INFO - Epoch [17][320/2640] lr: 1.000e-02, eta: 20:40:48, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7625, loss_cls: 1.9653, loss: 1.9653, grad_norm: 6.3836 2020-10-11 08:32:40,031 - mmaction - INFO - Epoch [17][340/2640] lr: 1.000e-02, eta: 20:40:31, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7734, loss_cls: 2.0182, loss: 2.0182, grad_norm: 6.3597 2020-10-11 08:32:56,607 - mmaction - INFO - Epoch [17][360/2640] lr: 1.000e-02, eta: 20:40:14, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7617, loss_cls: 2.0056, loss: 2.0056, grad_norm: 6.1984 2020-10-11 08:33:13,232 - mmaction - INFO - Epoch [17][380/2640] lr: 1.000e-02, eta: 20:39:57, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7656, loss_cls: 2.0372, loss: 2.0372, grad_norm: 6.3352 2020-10-11 08:33:29,743 - mmaction - INFO - Epoch [17][400/2640] lr: 1.000e-02, eta: 20:39:40, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7641, loss_cls: 2.0046, loss: 2.0046, grad_norm: 6.3032 2020-10-11 08:33:46,202 - mmaction - INFO - Epoch [17][420/2640] lr: 1.000e-02, eta: 20:39:23, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7758, loss_cls: 1.9187, loss: 1.9187, grad_norm: 6.0434 2020-10-11 08:34:02,732 - mmaction - INFO - Epoch [17][440/2640] lr: 1.000e-02, eta: 20:39:06, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.0389, loss: 2.0389, grad_norm: 6.5126 2020-10-11 08:34:19,374 - mmaction - INFO - Epoch [17][460/2640] lr: 1.000e-02, eta: 20:38:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7781, loss_cls: 1.9788, loss: 1.9788, grad_norm: 6.4463 2020-10-11 08:34:35,958 - mmaction - INFO - Epoch [17][480/2640] lr: 1.000e-02, eta: 20:38:33, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7492, loss_cls: 2.0669, loss: 2.0669, grad_norm: 6.4417 2020-10-11 08:34:52,297 - mmaction - INFO - Epoch [17][500/2640] lr: 1.000e-02, eta: 20:38:16, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7633, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.0488 2020-10-11 08:35:08,939 - mmaction - INFO - Epoch [17][520/2640] lr: 1.000e-02, eta: 20:37:59, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7750, loss_cls: 2.0472, loss: 2.0472, grad_norm: 6.4017 2020-10-11 08:35:25,491 - mmaction - INFO - Epoch [17][540/2640] lr: 1.000e-02, eta: 20:37:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.0573, loss: 2.0573, grad_norm: 6.1516 2020-10-11 08:35:42,086 - mmaction - INFO - Epoch [17][560/2640] lr: 1.000e-02, eta: 20:37:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5414, top5_acc: 0.7937, loss_cls: 1.8380, loss: 1.8380, grad_norm: 6.4161 2020-10-11 08:35:58,668 - mmaction - INFO - Epoch [17][580/2640] lr: 1.000e-02, eta: 20:37:09, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7539, loss_cls: 2.0614, loss: 2.0614, grad_norm: 6.3933 2020-10-11 08:36:15,274 - mmaction - INFO - Epoch [17][600/2640] lr: 1.000e-02, eta: 20:36:52, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7750, loss_cls: 1.9676, loss: 1.9676, grad_norm: 6.2853 2020-10-11 08:36:31,833 - mmaction - INFO - Epoch [17][620/2640] lr: 1.000e-02, eta: 20:36:35, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0307, loss: 2.0307, grad_norm: 6.3344 2020-10-11 08:36:48,236 - mmaction - INFO - Epoch [17][640/2640] lr: 1.000e-02, eta: 20:36:18, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7516, loss_cls: 2.0818, loss: 2.0818, grad_norm: 6.3803 2020-10-11 08:37:04,838 - mmaction - INFO - Epoch [17][660/2640] lr: 1.000e-02, eta: 20:36:01, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7539, loss_cls: 2.0623, loss: 2.0623, grad_norm: 6.2283 2020-10-11 08:37:21,390 - mmaction - INFO - Epoch [17][680/2640] lr: 1.000e-02, eta: 20:35:44, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7641, loss_cls: 2.0294, loss: 2.0294, grad_norm: 5.8151 2020-10-11 08:37:37,994 - mmaction - INFO - Epoch [17][700/2640] lr: 1.000e-02, eta: 20:35:28, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7578, loss_cls: 2.0084, loss: 2.0084, grad_norm: 6.2352 2020-10-11 08:37:54,390 - mmaction - INFO - Epoch [17][720/2640] lr: 1.000e-02, eta: 20:35:10, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5297, top5_acc: 0.7812, loss_cls: 1.9086, loss: 1.9086, grad_norm: 6.4067 2020-10-11 08:38:11,003 - mmaction - INFO - Epoch [17][740/2640] lr: 1.000e-02, eta: 20:34:54, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.6543 2020-10-11 08:38:27,564 - mmaction - INFO - Epoch [17][760/2640] lr: 1.000e-02, eta: 20:34:37, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7555, loss_cls: 2.1179, loss: 2.1179, grad_norm: 6.1965 2020-10-11 08:38:44,143 - mmaction - INFO - Epoch [17][780/2640] lr: 1.000e-02, eta: 20:34:20, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7602, loss_cls: 1.9535, loss: 1.9535, grad_norm: 6.0914 2020-10-11 08:39:00,519 - mmaction - INFO - Epoch [17][800/2640] lr: 1.000e-02, eta: 20:34:03, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7531, loss_cls: 2.0421, loss: 2.0421, grad_norm: 6.4467 2020-10-11 08:39:17,166 - mmaction - INFO - Epoch [17][820/2640] lr: 1.000e-02, eta: 20:33:46, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0736, loss: 2.0736, grad_norm: 6.1205 2020-10-11 08:39:33,733 - mmaction - INFO - Epoch [17][840/2640] lr: 1.000e-02, eta: 20:33:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7680, loss_cls: 2.0284, loss: 2.0284, grad_norm: 6.3826 2020-10-11 08:39:50,101 - mmaction - INFO - Epoch [17][860/2640] lr: 1.000e-02, eta: 20:33:12, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7648, loss_cls: 2.0142, loss: 2.0142, grad_norm: 6.2744 2020-10-11 08:40:06,903 - mmaction - INFO - Epoch [17][880/2640] lr: 1.000e-02, eta: 20:32:56, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7727, loss_cls: 2.0572, loss: 2.0572, grad_norm: 6.3369 2020-10-11 08:40:23,256 - mmaction - INFO - Epoch [17][900/2640] lr: 1.000e-02, eta: 20:32:39, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7609, loss_cls: 2.0293, loss: 2.0293, grad_norm: 6.1253 2020-10-11 08:40:39,945 - mmaction - INFO - Epoch [17][920/2640] lr: 1.000e-02, eta: 20:32:22, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7727, loss_cls: 2.0036, loss: 2.0036, grad_norm: 6.2250 2020-10-11 08:40:56,443 - mmaction - INFO - Epoch [17][940/2640] lr: 1.000e-02, eta: 20:32:05, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4766, top5_acc: 0.7562, loss_cls: 2.0897, loss: 2.0897, grad_norm: 6.4337 2020-10-11 08:41:13,081 - mmaction - INFO - Epoch [17][960/2640] lr: 1.000e-02, eta: 20:31:49, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7555, loss_cls: 2.0588, loss: 2.0588, grad_norm: 6.3657 2020-10-11 08:41:29,606 - mmaction - INFO - Epoch [17][980/2640] lr: 1.000e-02, eta: 20:31:32, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7688, loss_cls: 1.9980, loss: 1.9980, grad_norm: 6.3666 2020-10-11 08:41:46,281 - mmaction - INFO - Epoch [17][1000/2640] lr: 1.000e-02, eta: 20:31:15, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 1.9923, loss: 1.9923, grad_norm: 6.3305 2020-10-11 08:42:02,821 - mmaction - INFO - Epoch [17][1020/2640] lr: 1.000e-02, eta: 20:30:58, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7820, loss_cls: 2.0110, loss: 2.0110, grad_norm: 6.1463 2020-10-11 08:42:19,451 - mmaction - INFO - Epoch [17][1040/2640] lr: 1.000e-02, eta: 20:30:41, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7648, loss_cls: 2.0489, loss: 2.0489, grad_norm: 6.3836 2020-10-11 08:42:36,013 - mmaction - INFO - Epoch [17][1060/2640] lr: 1.000e-02, eta: 20:30:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7656, loss_cls: 2.0007, loss: 2.0007, grad_norm: 6.4634 2020-10-11 08:42:52,374 - mmaction - INFO - Epoch [17][1080/2640] lr: 1.000e-02, eta: 20:30:07, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5195, top5_acc: 0.7727, loss_cls: 1.9889, loss: 1.9889, grad_norm: 6.4009 2020-10-11 08:43:09,013 - mmaction - INFO - Epoch [17][1100/2640] lr: 1.000e-02, eta: 20:29:51, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7641, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.6515 2020-10-11 08:43:25,564 - mmaction - INFO - Epoch [17][1120/2640] lr: 1.000e-02, eta: 20:29:34, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7703, loss_cls: 2.0487, loss: 2.0487, grad_norm: 6.4978 2020-10-11 08:43:42,167 - mmaction - INFO - Epoch [17][1140/2640] lr: 1.000e-02, eta: 20:29:17, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5266, top5_acc: 0.7711, loss_cls: 1.9672, loss: 1.9672, grad_norm: 6.0752 2020-10-11 08:43:58,737 - mmaction - INFO - Epoch [17][1160/2640] lr: 1.000e-02, eta: 20:29:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7664, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.3274 2020-10-11 08:44:15,344 - mmaction - INFO - Epoch [17][1180/2640] lr: 1.000e-02, eta: 20:28:44, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7648, loss_cls: 2.0197, loss: 2.0197, grad_norm: 6.4465 2020-10-11 08:44:31,915 - mmaction - INFO - Epoch [17][1200/2640] lr: 1.000e-02, eta: 20:28:27, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7602, loss_cls: 2.0612, loss: 2.0612, grad_norm: 6.5692 2020-10-11 08:44:48,582 - mmaction - INFO - Epoch [17][1220/2640] lr: 1.000e-02, eta: 20:28:10, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4859, top5_acc: 0.7406, loss_cls: 2.1398, loss: 2.1398, grad_norm: 6.4702 2020-10-11 08:45:05,083 - mmaction - INFO - Epoch [17][1240/2640] lr: 1.000e-02, eta: 20:27:53, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7609, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.2616 2020-10-11 08:45:21,693 - mmaction - INFO - Epoch [17][1260/2640] lr: 1.000e-02, eta: 20:27:37, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.0902, loss: 2.0902, grad_norm: 6.3837 2020-10-11 08:45:38,278 - mmaction - INFO - Epoch [17][1280/2640] lr: 1.000e-02, eta: 20:27:20, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7492, loss_cls: 2.0700, loss: 2.0700, grad_norm: 6.2995 2020-10-11 08:45:54,664 - mmaction - INFO - Epoch [17][1300/2640] lr: 1.000e-02, eta: 20:27:03, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.0779, loss: 2.0779, grad_norm: 6.3791 2020-10-11 08:46:11,184 - mmaction - INFO - Epoch [17][1320/2640] lr: 1.000e-02, eta: 20:26:46, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.0313, loss: 2.0313, grad_norm: 6.3815 2020-10-11 08:46:27,648 - mmaction - INFO - Epoch [17][1340/2640] lr: 1.000e-02, eta: 20:26:29, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7602, loss_cls: 2.0311, loss: 2.0311, grad_norm: 6.3552 2020-10-11 08:46:44,229 - mmaction - INFO - Epoch [17][1360/2640] lr: 1.000e-02, eta: 20:26:12, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7711, loss_cls: 2.0355, loss: 2.0355, grad_norm: 6.0468 2020-10-11 08:47:00,588 - mmaction - INFO - Epoch [17][1380/2640] lr: 1.000e-02, eta: 20:25:55, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7398, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.6638 2020-10-11 08:47:16,991 - mmaction - INFO - Epoch [17][1400/2640] lr: 1.000e-02, eta: 20:25:38, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7672, loss_cls: 2.0269, loss: 2.0269, grad_norm: 6.2876 2020-10-11 08:47:33,594 - mmaction - INFO - Epoch [17][1420/2640] lr: 1.000e-02, eta: 20:25:21, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7594, loss_cls: 2.0003, loss: 2.0003, grad_norm: 6.1533 2020-10-11 08:47:49,986 - mmaction - INFO - Epoch [17][1440/2640] lr: 1.000e-02, eta: 20:25:04, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7492, loss_cls: 2.1453, loss: 2.1453, grad_norm: 6.2648 2020-10-11 08:48:06,607 - mmaction - INFO - Epoch [17][1460/2640] lr: 1.000e-02, eta: 20:24:47, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7531, loss_cls: 2.0681, loss: 2.0681, grad_norm: 6.2270 2020-10-11 08:48:23,139 - mmaction - INFO - Epoch [17][1480/2640] lr: 1.000e-02, eta: 20:24:30, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4648, top5_acc: 0.7297, loss_cls: 2.1642, loss: 2.1642, grad_norm: 6.2053 2020-10-11 08:48:39,730 - mmaction - INFO - Epoch [17][1500/2640] lr: 1.000e-02, eta: 20:24:13, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4688, top5_acc: 0.7625, loss_cls: 2.0984, loss: 2.0984, grad_norm: 6.5340 2020-10-11 08:48:56,121 - mmaction - INFO - Epoch [17][1520/2640] lr: 1.000e-02, eta: 20:23:56, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.1192, loss: 2.1192, grad_norm: 6.3210 2020-10-11 08:49:12,720 - mmaction - INFO - Epoch [17][1540/2640] lr: 1.000e-02, eta: 20:23:39, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7641, loss_cls: 1.9886, loss: 1.9886, grad_norm: 6.3107 2020-10-11 08:49:29,091 - mmaction - INFO - Epoch [17][1560/2640] lr: 1.000e-02, eta: 20:23:22, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7625, loss_cls: 2.0723, loss: 2.0723, grad_norm: 6.3890 2020-10-11 08:49:45,766 - mmaction - INFO - Epoch [17][1580/2640] lr: 1.000e-02, eta: 20:23:06, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7695, loss_cls: 1.9828, loss: 1.9828, grad_norm: 6.0481 2020-10-11 08:50:02,279 - mmaction - INFO - Epoch [17][1600/2640] lr: 1.000e-02, eta: 20:22:49, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7883, loss_cls: 1.9251, loss: 1.9251, grad_norm: 6.0957 2020-10-11 08:50:18,701 - mmaction - INFO - Epoch [17][1620/2640] lr: 1.000e-02, eta: 20:22:32, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7609, loss_cls: 2.0469, loss: 2.0469, grad_norm: 6.3545 2020-10-11 08:50:35,317 - mmaction - INFO - Epoch [17][1640/2640] lr: 1.000e-02, eta: 20:22:15, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 1.9882, loss: 1.9882, grad_norm: 6.1637 2020-10-11 08:50:51,852 - mmaction - INFO - Epoch [17][1660/2640] lr: 1.000e-02, eta: 20:21:58, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7453, loss_cls: 2.1327, loss: 2.1327, grad_norm: 6.3496 2020-10-11 08:51:08,476 - mmaction - INFO - Epoch [17][1680/2640] lr: 1.000e-02, eta: 20:21:41, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7648, loss_cls: 2.0223, loss: 2.0223, grad_norm: 5.8143 2020-10-11 08:51:25,028 - mmaction - INFO - Epoch [17][1700/2640] lr: 1.000e-02, eta: 20:21:25, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.4672, top5_acc: 0.7562, loss_cls: 2.0629, loss: 2.0629, grad_norm: 6.2617 2020-10-11 08:51:41,746 - mmaction - INFO - Epoch [17][1720/2640] lr: 1.000e-02, eta: 20:21:08, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7438, loss_cls: 2.1258, loss: 2.1258, grad_norm: 6.2797 2020-10-11 08:51:58,185 - mmaction - INFO - Epoch [17][1740/2640] lr: 1.000e-02, eta: 20:20:51, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7516, loss_cls: 2.0981, loss: 2.0981, grad_norm: 6.1956 2020-10-11 08:52:14,805 - mmaction - INFO - Epoch [17][1760/2640] lr: 1.000e-02, eta: 20:20:34, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7750, loss_cls: 1.9635, loss: 1.9635, grad_norm: 6.1830 2020-10-11 08:52:31,364 - mmaction - INFO - Epoch [17][1780/2640] lr: 1.000e-02, eta: 20:20:18, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7633, loss_cls: 2.0283, loss: 2.0283, grad_norm: 6.2374 2020-10-11 08:52:47,773 - mmaction - INFO - Epoch [17][1800/2640] lr: 1.000e-02, eta: 20:20:01, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.0611, loss: 2.0611, grad_norm: 6.1181 2020-10-11 08:53:04,459 - mmaction - INFO - Epoch [17][1820/2640] lr: 1.000e-02, eta: 20:19:44, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7594, loss_cls: 2.0979, loss: 2.0979, grad_norm: 6.1481 2020-10-11 08:53:20,927 - mmaction - INFO - Epoch [17][1840/2640] lr: 1.000e-02, eta: 20:19:27, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7648, loss_cls: 1.9603, loss: 1.9603, grad_norm: 6.3619 2020-10-11 08:53:37,558 - mmaction - INFO - Epoch [17][1860/2640] lr: 1.000e-02, eta: 20:19:10, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7617, loss_cls: 2.0220, loss: 2.0220, grad_norm: 6.3568 2020-10-11 08:53:53,897 - mmaction - INFO - Epoch [17][1880/2640] lr: 1.000e-02, eta: 20:18:53, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.0597, loss: 2.0597, grad_norm: 6.3929 2020-10-11 08:54:10,522 - mmaction - INFO - Epoch [17][1900/2640] lr: 1.000e-02, eta: 20:18:36, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7656, loss_cls: 2.0049, loss: 2.0049, grad_norm: 6.0383 2020-10-11 08:54:27,074 - mmaction - INFO - Epoch [17][1920/2640] lr: 1.000e-02, eta: 20:18:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4617, top5_acc: 0.7461, loss_cls: 2.1545, loss: 2.1545, grad_norm: 6.7625 2020-10-11 08:54:43,622 - mmaction - INFO - Epoch [17][1940/2640] lr: 1.000e-02, eta: 20:18:03, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4742, top5_acc: 0.7398, loss_cls: 2.1540, loss: 2.1540, grad_norm: 6.3142 2020-10-11 08:55:00,069 - mmaction - INFO - Epoch [17][1960/2640] lr: 1.000e-02, eta: 20:17:46, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7656, loss_cls: 2.0446, loss: 2.0446, grad_norm: 6.4489 2020-10-11 08:55:16,484 - mmaction - INFO - Epoch [17][1980/2640] lr: 1.000e-02, eta: 20:17:28, time: 0.818, data_time: 0.001, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.0563, loss: 2.0563, grad_norm: 6.0501 2020-10-11 08:55:33,048 - mmaction - INFO - Epoch [17][2000/2640] lr: 1.000e-02, eta: 20:17:12, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4555, top5_acc: 0.7406, loss_cls: 2.1273, loss: 2.1273, grad_norm: 6.2037 2020-10-11 08:55:49,639 - mmaction - INFO - Epoch [17][2020/2640] lr: 1.000e-02, eta: 20:16:55, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7664, loss_cls: 2.0138, loss: 2.0138, grad_norm: 6.4011 2020-10-11 08:56:06,222 - mmaction - INFO - Epoch [17][2040/2640] lr: 1.000e-02, eta: 20:16:38, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5266, top5_acc: 0.7766, loss_cls: 1.9436, loss: 1.9436, grad_norm: 6.4412 2020-10-11 08:56:22,874 - mmaction - INFO - Epoch [17][2060/2640] lr: 1.000e-02, eta: 20:16:21, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7664, loss_cls: 2.0095, loss: 2.0095, grad_norm: 6.4527 2020-10-11 08:56:39,403 - mmaction - INFO - Epoch [17][2080/2640] lr: 1.000e-02, eta: 20:16:05, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.0692, loss: 2.0692, grad_norm: 6.5120 2020-10-11 08:56:55,793 - mmaction - INFO - Epoch [17][2100/2640] lr: 1.000e-02, eta: 20:15:48, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4758, top5_acc: 0.7430, loss_cls: 2.0993, loss: 2.0993, grad_norm: 6.1790 2020-10-11 08:57:12,590 - mmaction - INFO - Epoch [17][2120/2640] lr: 1.000e-02, eta: 20:15:31, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7734, loss_cls: 2.0213, loss: 2.0213, grad_norm: 5.9636 2020-10-11 08:57:29,163 - mmaction - INFO - Epoch [17][2140/2640] lr: 1.000e-02, eta: 20:15:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 1.9583, loss: 1.9583, grad_norm: 6.4666 2020-10-11 08:57:45,813 - mmaction - INFO - Epoch [17][2160/2640] lr: 1.000e-02, eta: 20:14:58, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7750, loss_cls: 1.9982, loss: 1.9982, grad_norm: 6.6733 2020-10-11 08:58:02,317 - mmaction - INFO - Epoch [17][2180/2640] lr: 1.000e-02, eta: 20:14:41, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7445, loss_cls: 2.1132, loss: 2.1132, grad_norm: 6.3579 2020-10-11 08:58:18,953 - mmaction - INFO - Epoch [17][2200/2640] lr: 1.000e-02, eta: 20:14:24, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7602, loss_cls: 2.0771, loss: 2.0771, grad_norm: 6.7777 2020-10-11 08:58:35,532 - mmaction - INFO - Epoch [17][2220/2640] lr: 1.000e-02, eta: 20:14:07, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7555, loss_cls: 2.0689, loss: 2.0689, grad_norm: 6.7374 2020-10-11 08:58:51,898 - mmaction - INFO - Epoch [17][2240/2640] lr: 1.000e-02, eta: 20:13:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7578, loss_cls: 2.0607, loss: 2.0607, grad_norm: 6.1431 2020-10-11 08:59:08,506 - mmaction - INFO - Epoch [17][2260/2640] lr: 1.000e-02, eta: 20:13:34, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7562, loss_cls: 2.0879, loss: 2.0879, grad_norm: 6.3022 2020-10-11 08:59:25,090 - mmaction - INFO - Epoch [17][2280/2640] lr: 1.000e-02, eta: 20:13:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7445, loss_cls: 2.1018, loss: 2.1018, grad_norm: 6.5098 2020-10-11 08:59:41,678 - mmaction - INFO - Epoch [17][2300/2640] lr: 1.000e-02, eta: 20:13:00, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7594, loss_cls: 2.0622, loss: 2.0622, grad_norm: 6.2554 2020-10-11 08:59:58,075 - mmaction - INFO - Epoch [17][2320/2640] lr: 1.000e-02, eta: 20:12:43, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7562, loss_cls: 2.0503, loss: 2.0503, grad_norm: 6.5011 2020-10-11 09:00:15,560 - mmaction - INFO - Epoch [17][2340/2640] lr: 1.000e-02, eta: 20:12:28, time: 0.871, data_time: 0.005, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7508, loss_cls: 2.1144, loss: 2.1144, grad_norm: 6.4247 2020-10-11 09:00:32,251 - mmaction - INFO - Epoch [17][2360/2640] lr: 1.000e-02, eta: 20:12:11, time: 0.838, data_time: 0.015, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7547, loss_cls: 2.0477, loss: 2.0477, grad_norm: 6.0596 2020-10-11 09:00:48,855 - mmaction - INFO - Epoch [17][2380/2640] lr: 1.000e-02, eta: 20:11:55, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7734, loss_cls: 1.9317, loss: 1.9317, grad_norm: 6.3366 2020-10-11 09:01:05,267 - mmaction - INFO - Epoch [17][2400/2640] lr: 1.000e-02, eta: 20:11:38, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.0390, loss: 2.0390, grad_norm: 6.3338 2020-10-11 09:01:21,881 - mmaction - INFO - Epoch [17][2420/2640] lr: 1.000e-02, eta: 20:11:21, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7383, loss_cls: 2.1319, loss: 2.1319, grad_norm: 6.1078 2020-10-11 09:01:38,440 - mmaction - INFO - Epoch [17][2440/2640] lr: 1.000e-02, eta: 20:11:04, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.9496, loss: 1.9496, grad_norm: 6.3368 2020-10-11 09:01:54,832 - mmaction - INFO - Epoch [17][2460/2640] lr: 1.000e-02, eta: 20:10:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7711, loss_cls: 2.0614, loss: 2.0614, grad_norm: 6.2268 2020-10-11 09:02:11,401 - mmaction - INFO - Epoch [17][2480/2640] lr: 1.000e-02, eta: 20:10:30, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.5195, top5_acc: 0.7719, loss_cls: 1.9526, loss: 1.9526, grad_norm: 6.3129 2020-10-11 09:02:28,021 - mmaction - INFO - Epoch [17][2500/2640] lr: 1.000e-02, eta: 20:10:13, time: 0.831, data_time: 0.008, memory: 9800, top1_acc: 0.4625, top5_acc: 0.7281, loss_cls: 2.1724, loss: 2.1724, grad_norm: 6.2498 2020-10-11 09:02:44,586 - mmaction - INFO - Epoch [17][2520/2640] lr: 1.000e-02, eta: 20:09:57, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7703, loss_cls: 2.0222, loss: 2.0222, grad_norm: 6.0446 2020-10-11 09:03:01,158 - mmaction - INFO - Epoch [17][2540/2640] lr: 1.000e-02, eta: 20:09:40, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7703, loss_cls: 2.0190, loss: 2.0190, grad_norm: 6.3903 2020-10-11 09:03:17,795 - mmaction - INFO - Epoch [17][2560/2640] lr: 1.000e-02, eta: 20:09:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7461, loss_cls: 2.1327, loss: 2.1327, grad_norm: 5.8960 2020-10-11 09:03:34,343 - mmaction - INFO - Epoch [17][2580/2640] lr: 1.000e-02, eta: 20:09:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7703, loss_cls: 1.9641, loss: 1.9641, grad_norm: 6.3066 2020-10-11 09:03:50,908 - mmaction - INFO - Epoch [17][2600/2640] lr: 1.000e-02, eta: 20:08:50, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7602, loss_cls: 2.0113, loss: 2.0113, grad_norm: 6.1823 2020-10-11 09:04:07,380 - mmaction - INFO - Epoch [17][2620/2640] lr: 1.000e-02, eta: 20:08:33, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7922, loss_cls: 1.9209, loss: 1.9209, grad_norm: 6.4329 2020-10-11 09:04:23,447 - mmaction - INFO - Epoch [17][2640/2640] lr: 1.000e-02, eta: 20:08:15, time: 0.806, data_time: 0.007, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7815, loss_cls: 2.0035, loss: 2.0035, grad_norm: 6.1527 2020-10-11 09:04:23,871 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-10-11 09:04:54,383 - mmaction - INFO - Epoch [18][20/2640] lr: 1.000e-02, eta: 20:08:20, time: 1.395, data_time: 0.554, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7680, loss_cls: 2.0052, loss: 2.0052, grad_norm: 6.2239 2020-10-11 09:05:10,755 - mmaction - INFO - Epoch [18][40/2640] lr: 1.000e-02, eta: 20:08:03, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7617, loss_cls: 2.0219, loss: 2.0219, grad_norm: 6.5307 2020-10-11 09:05:27,196 - mmaction - INFO - Epoch [18][60/2640] lr: 1.000e-02, eta: 20:07:46, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5359, top5_acc: 0.7937, loss_cls: 1.8759, loss: 1.8759, grad_norm: 6.0960 2020-10-11 09:05:43,580 - mmaction - INFO - Epoch [18][80/2640] lr: 1.000e-02, eta: 20:07:29, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 1.9951, loss: 1.9951, grad_norm: 6.3742 2020-10-11 09:06:00,079 - mmaction - INFO - Epoch [18][100/2640] lr: 1.000e-02, eta: 20:07:12, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7422, loss_cls: 2.1000, loss: 2.1000, grad_norm: 6.3235 2020-10-11 09:06:16,599 - mmaction - INFO - Epoch [18][120/2640] lr: 1.000e-02, eta: 20:06:55, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.5344, top5_acc: 0.7602, loss_cls: 1.9739, loss: 1.9739, grad_norm: 6.5685 2020-10-11 09:06:33,168 - mmaction - INFO - Epoch [18][140/2640] lr: 1.000e-02, eta: 20:06:38, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0176, loss: 2.0176, grad_norm: 6.1393 2020-10-11 09:06:49,733 - mmaction - INFO - Epoch [18][160/2640] lr: 1.000e-02, eta: 20:06:21, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.5297, top5_acc: 0.7812, loss_cls: 1.9046, loss: 1.9046, grad_norm: 5.8129 2020-10-11 09:07:06,361 - mmaction - INFO - Epoch [18][180/2640] lr: 1.000e-02, eta: 20:06:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7805, loss_cls: 1.8748, loss: 1.8748, grad_norm: 6.3985 2020-10-11 09:07:22,913 - mmaction - INFO - Epoch [18][200/2640] lr: 1.000e-02, eta: 20:05:48, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7820, loss_cls: 1.9670, loss: 1.9670, grad_norm: 6.5103 2020-10-11 09:07:39,517 - mmaction - INFO - Epoch [18][220/2640] lr: 1.000e-02, eta: 20:05:31, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9138, loss: 1.9138, grad_norm: 6.2151 2020-10-11 09:07:55,896 - mmaction - INFO - Epoch [18][240/2640] lr: 1.000e-02, eta: 20:05:14, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7727, loss_cls: 1.9532, loss: 1.9532, grad_norm: 6.4872 2020-10-11 09:08:12,491 - mmaction - INFO - Epoch [18][260/2640] lr: 1.000e-02, eta: 20:04:57, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7609, loss_cls: 1.9949, loss: 1.9949, grad_norm: 6.3103 2020-10-11 09:08:29,056 - mmaction - INFO - Epoch [18][280/2640] lr: 1.000e-02, eta: 20:04:40, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7812, loss_cls: 1.9315, loss: 1.9315, grad_norm: 6.4450 2020-10-11 09:08:45,463 - mmaction - INFO - Epoch [18][300/2640] lr: 1.000e-02, eta: 20:04:23, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7703, loss_cls: 2.0591, loss: 2.0591, grad_norm: 6.4777 2020-10-11 09:09:02,027 - mmaction - INFO - Epoch [18][320/2640] lr: 1.000e-02, eta: 20:04:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7680, loss_cls: 1.9772, loss: 1.9772, grad_norm: 6.4006 2020-10-11 09:09:18,662 - mmaction - INFO - Epoch [18][340/2640] lr: 1.000e-02, eta: 20:03:50, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7867, loss_cls: 1.9554, loss: 1.9554, grad_norm: 6.6410 2020-10-11 09:09:35,265 - mmaction - INFO - Epoch [18][360/2640] lr: 1.000e-02, eta: 20:03:33, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 1.9862, loss: 1.9862, grad_norm: 6.6135 2020-10-11 09:09:51,790 - mmaction - INFO - Epoch [18][380/2640] lr: 1.000e-02, eta: 20:03:16, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0017, loss: 2.0017, grad_norm: 6.4654 2020-10-11 09:10:08,221 - mmaction - INFO - Epoch [18][400/2640] lr: 1.000e-02, eta: 20:02:59, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7664, loss_cls: 1.9796, loss: 1.9796, grad_norm: 6.4023 2020-10-11 09:10:24,581 - mmaction - INFO - Epoch [18][420/2640] lr: 1.000e-02, eta: 20:02:42, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7680, loss_cls: 1.9966, loss: 1.9966, grad_norm: 6.2491 2020-10-11 09:10:41,172 - mmaction - INFO - Epoch [18][440/2640] lr: 1.000e-02, eta: 20:02:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7773, loss_cls: 1.9566, loss: 1.9566, grad_norm: 6.2012 2020-10-11 09:10:57,593 - mmaction - INFO - Epoch [18][460/2640] lr: 1.000e-02, eta: 20:02:08, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7633, loss_cls: 2.0067, loss: 2.0067, grad_norm: 6.3243 2020-10-11 09:11:14,162 - mmaction - INFO - Epoch [18][480/2640] lr: 1.000e-02, eta: 20:01:51, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7664, loss_cls: 1.9950, loss: 1.9950, grad_norm: 6.1520 2020-10-11 09:11:30,729 - mmaction - INFO - Epoch [18][500/2640] lr: 1.000e-02, eta: 20:01:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7602, loss_cls: 2.0713, loss: 2.0713, grad_norm: 6.1545 2020-10-11 09:11:47,392 - mmaction - INFO - Epoch [18][520/2640] lr: 1.000e-02, eta: 20:01:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5211, top5_acc: 0.7656, loss_cls: 1.9735, loss: 1.9735, grad_norm: 6.3279 2020-10-11 09:12:03,884 - mmaction - INFO - Epoch [18][540/2640] lr: 1.000e-02, eta: 20:01:01, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0218, loss: 2.0218, grad_norm: 6.2223 2020-10-11 09:12:20,516 - mmaction - INFO - Epoch [18][560/2640] lr: 1.000e-02, eta: 20:00:44, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7852, loss_cls: 1.9316, loss: 1.9316, grad_norm: 6.3952 2020-10-11 09:12:37,098 - mmaction - INFO - Epoch [18][580/2640] lr: 1.000e-02, eta: 20:00:27, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7766, loss_cls: 1.9284, loss: 1.9284, grad_norm: 6.3662 2020-10-11 09:12:53,475 - mmaction - INFO - Epoch [18][600/2640] lr: 1.000e-02, eta: 20:00:10, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7781, loss_cls: 1.9656, loss: 1.9656, grad_norm: 6.1941 2020-10-11 09:13:10,180 - mmaction - INFO - Epoch [18][620/2640] lr: 1.000e-02, eta: 19:59:54, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7633, loss_cls: 2.0061, loss: 2.0061, grad_norm: 6.0076 2020-10-11 09:13:26,863 - mmaction - INFO - Epoch [18][640/2640] lr: 1.000e-02, eta: 19:59:37, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7641, loss_cls: 2.0284, loss: 2.0284, grad_norm: 6.4915 2020-10-11 09:13:43,451 - mmaction - INFO - Epoch [18][660/2640] lr: 1.000e-02, eta: 19:59:20, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7609, loss_cls: 2.0582, loss: 2.0582, grad_norm: 6.1390 2020-10-11 09:13:59,850 - mmaction - INFO - Epoch [18][680/2640] lr: 1.000e-02, eta: 19:59:03, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.5250, top5_acc: 0.7867, loss_cls: 1.9069, loss: 1.9069, grad_norm: 6.4569 2020-10-11 09:14:16,481 - mmaction - INFO - Epoch [18][700/2640] lr: 1.000e-02, eta: 19:58:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4656, top5_acc: 0.7445, loss_cls: 2.1770, loss: 2.1770, grad_norm: 6.8242 2020-10-11 09:14:33,000 - mmaction - INFO - Epoch [18][720/2640] lr: 1.000e-02, eta: 19:58:30, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.5258, top5_acc: 0.7766, loss_cls: 1.9276, loss: 1.9276, grad_norm: 6.0494 2020-10-11 09:14:49,619 - mmaction - INFO - Epoch [18][740/2640] lr: 1.000e-02, eta: 19:58:13, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7680, loss_cls: 1.9658, loss: 1.9658, grad_norm: 6.1771 2020-10-11 09:15:06,181 - mmaction - INFO - Epoch [18][760/2640] lr: 1.000e-02, eta: 19:57:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5328, top5_acc: 0.7812, loss_cls: 1.9307, loss: 1.9307, grad_norm: 6.3056 2020-10-11 09:15:22,741 - mmaction - INFO - Epoch [18][780/2640] lr: 1.000e-02, eta: 19:57:39, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7641, loss_cls: 1.9901, loss: 1.9901, grad_norm: 6.3625 2020-10-11 09:15:39,369 - mmaction - INFO - Epoch [18][800/2640] lr: 1.000e-02, eta: 19:57:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7633, loss_cls: 2.0142, loss: 2.0142, grad_norm: 6.4035 2020-10-11 09:15:55,753 - mmaction - INFO - Epoch [18][820/2640] lr: 1.000e-02, eta: 19:57:06, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.0275, loss: 2.0275, grad_norm: 6.1114 2020-10-11 09:16:12,375 - mmaction - INFO - Epoch [18][840/2640] lr: 1.000e-02, eta: 19:56:49, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.0439, loss: 2.0439, grad_norm: 6.3553 2020-10-11 09:16:28,936 - mmaction - INFO - Epoch [18][860/2640] lr: 1.000e-02, eta: 19:56:32, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1110, loss: 2.1110, grad_norm: 6.3258 2020-10-11 09:16:45,656 - mmaction - INFO - Epoch [18][880/2640] lr: 1.000e-02, eta: 19:56:16, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7609, loss_cls: 2.0073, loss: 2.0073, grad_norm: 6.2648 2020-10-11 09:17:02,103 - mmaction - INFO - Epoch [18][900/2640] lr: 1.000e-02, eta: 19:55:59, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7695, loss_cls: 2.0023, loss: 2.0023, grad_norm: 6.1676 2020-10-11 09:17:18,746 - mmaction - INFO - Epoch [18][920/2640] lr: 1.000e-02, eta: 19:55:42, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7594, loss_cls: 2.0306, loss: 2.0306, grad_norm: 6.6049 2020-10-11 09:17:35,310 - mmaction - INFO - Epoch [18][940/2640] lr: 1.000e-02, eta: 19:55:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7562, loss_cls: 2.0242, loss: 2.0242, grad_norm: 6.3041 2020-10-11 09:17:51,669 - mmaction - INFO - Epoch [18][960/2640] lr: 1.000e-02, eta: 19:55:08, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7625, loss_cls: 2.0078, loss: 2.0078, grad_norm: 6.3481 2020-10-11 09:18:08,302 - mmaction - INFO - Epoch [18][980/2640] lr: 1.000e-02, eta: 19:54:51, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9394, loss: 1.9394, grad_norm: 6.3665 2020-10-11 09:18:24,858 - mmaction - INFO - Epoch [18][1000/2640] lr: 1.000e-02, eta: 19:54:34, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7641, loss_cls: 2.0690, loss: 2.0690, grad_norm: 6.6200 2020-10-11 09:18:41,479 - mmaction - INFO - Epoch [18][1020/2640] lr: 1.000e-02, eta: 19:54:18, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7547, loss_cls: 2.0798, loss: 2.0798, grad_norm: 6.3655 2020-10-11 09:18:58,090 - mmaction - INFO - Epoch [18][1040/2640] lr: 1.000e-02, eta: 19:54:01, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 1.9619, loss: 1.9619, grad_norm: 6.0779 2020-10-11 09:19:14,650 - mmaction - INFO - Epoch [18][1060/2640] lr: 1.000e-02, eta: 19:53:44, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7758, loss_cls: 2.0028, loss: 2.0028, grad_norm: 6.3535 2020-10-11 09:19:31,193 - mmaction - INFO - Epoch [18][1080/2640] lr: 1.000e-02, eta: 19:53:27, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 1.9983, loss: 1.9983, grad_norm: 6.4014 2020-10-11 09:19:47,841 - mmaction - INFO - Epoch [18][1100/2640] lr: 1.000e-02, eta: 19:53:11, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.0587, loss: 2.0587, grad_norm: 5.9173 2020-10-11 09:20:04,418 - mmaction - INFO - Epoch [18][1120/2640] lr: 1.000e-02, eta: 19:52:54, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5359, top5_acc: 0.7937, loss_cls: 1.8687, loss: 1.8687, grad_norm: 6.3209 2020-10-11 09:20:20,998 - mmaction - INFO - Epoch [18][1140/2640] lr: 1.000e-02, eta: 19:52:37, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 1.9665, loss: 1.9665, grad_norm: 6.3557 2020-10-11 09:20:37,686 - mmaction - INFO - Epoch [18][1160/2640] lr: 1.000e-02, eta: 19:52:21, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7711, loss_cls: 2.0460, loss: 2.0460, grad_norm: 6.3146 2020-10-11 09:20:54,163 - mmaction - INFO - Epoch [18][1180/2640] lr: 1.000e-02, eta: 19:52:04, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7602, loss_cls: 2.0377, loss: 2.0377, grad_norm: 6.3200 2020-10-11 09:21:10,779 - mmaction - INFO - Epoch [18][1200/2640] lr: 1.000e-02, eta: 19:51:47, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7812, loss_cls: 1.9834, loss: 1.9834, grad_norm: 6.3938 2020-10-11 09:21:27,363 - mmaction - INFO - Epoch [18][1220/2640] lr: 1.000e-02, eta: 19:51:30, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7734, loss_cls: 2.0097, loss: 2.0097, grad_norm: 6.2909 2020-10-11 09:21:43,932 - mmaction - INFO - Epoch [18][1240/2640] lr: 1.000e-02, eta: 19:51:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7797, loss_cls: 1.9417, loss: 1.9417, grad_norm: 6.2729 2020-10-11 09:22:00,490 - mmaction - INFO - Epoch [18][1260/2640] lr: 1.000e-02, eta: 19:50:57, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7500, loss_cls: 2.0745, loss: 2.0745, grad_norm: 6.1528 2020-10-11 09:22:16,936 - mmaction - INFO - Epoch [18][1280/2640] lr: 1.000e-02, eta: 19:50:40, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7734, loss_cls: 2.0200, loss: 2.0200, grad_norm: 6.5602 2020-10-11 09:22:33,551 - mmaction - INFO - Epoch [18][1300/2640] lr: 1.000e-02, eta: 19:50:23, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7664, loss_cls: 2.0118, loss: 2.0118, grad_norm: 6.1603 2020-10-11 09:22:50,082 - mmaction - INFO - Epoch [18][1320/2640] lr: 1.000e-02, eta: 19:50:06, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7586, loss_cls: 2.0287, loss: 2.0287, grad_norm: 6.2981 2020-10-11 09:23:06,698 - mmaction - INFO - Epoch [18][1340/2640] lr: 1.000e-02, eta: 19:49:49, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7633, loss_cls: 2.0369, loss: 2.0369, grad_norm: 6.3688 2020-10-11 09:23:23,252 - mmaction - INFO - Epoch [18][1360/2640] lr: 1.000e-02, eta: 19:49:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.0528, loss: 2.0528, grad_norm: 6.2601 2020-10-11 09:23:40,055 - mmaction - INFO - Epoch [18][1380/2640] lr: 1.000e-02, eta: 19:49:16, time: 0.840, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.0735, loss: 2.0735, grad_norm: 6.2245 2020-10-11 09:23:56,458 - mmaction - INFO - Epoch [18][1400/2640] lr: 1.000e-02, eta: 19:48:59, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5273, top5_acc: 0.7930, loss_cls: 1.9141, loss: 1.9141, grad_norm: 6.3089 2020-10-11 09:24:13,103 - mmaction - INFO - Epoch [18][1420/2640] lr: 1.000e-02, eta: 19:48:42, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7617, loss_cls: 1.9746, loss: 1.9746, grad_norm: 6.2948 2020-10-11 09:24:29,618 - mmaction - INFO - Epoch [18][1440/2640] lr: 1.000e-02, eta: 19:48:26, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7641, loss_cls: 2.0341, loss: 2.0341, grad_norm: 6.4288 2020-10-11 09:24:46,253 - mmaction - INFO - Epoch [18][1460/2640] lr: 1.000e-02, eta: 19:48:09, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7734, loss_cls: 2.0027, loss: 2.0027, grad_norm: 6.2407 2020-10-11 09:25:03,059 - mmaction - INFO - Epoch [18][1480/2640] lr: 1.000e-02, eta: 19:47:53, time: 0.843, data_time: 0.006, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7664, loss_cls: 1.9919, loss: 1.9919, grad_norm: 5.9833 2020-10-11 09:25:19,595 - mmaction - INFO - Epoch [18][1500/2640] lr: 1.000e-02, eta: 19:47:36, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.8950, loss: 1.8950, grad_norm: 6.1797 2020-10-11 09:25:36,208 - mmaction - INFO - Epoch [18][1520/2640] lr: 1.000e-02, eta: 19:47:19, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7828, loss_cls: 1.9818, loss: 1.9818, grad_norm: 6.4488 2020-10-11 09:25:52,562 - mmaction - INFO - Epoch [18][1540/2640] lr: 1.000e-02, eta: 19:47:02, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7680, loss_cls: 2.0006, loss: 2.0006, grad_norm: 6.1072 2020-10-11 09:26:09,210 - mmaction - INFO - Epoch [18][1560/2640] lr: 1.000e-02, eta: 19:46:45, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4695, top5_acc: 0.7461, loss_cls: 2.1358, loss: 2.1358, grad_norm: 6.4069 2020-10-11 09:26:26,559 - mmaction - INFO - Epoch [18][1580/2640] lr: 1.000e-02, eta: 19:46:30, time: 0.869, data_time: 0.006, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.0823, loss: 2.0823, grad_norm: 6.3386 2020-10-11 09:26:43,148 - mmaction - INFO - Epoch [18][1600/2640] lr: 1.000e-02, eta: 19:46:13, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7594, loss_cls: 2.0241, loss: 2.0241, grad_norm: 6.3845 2020-10-11 09:26:59,532 - mmaction - INFO - Epoch [18][1620/2640] lr: 1.000e-02, eta: 19:45:56, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7516, loss_cls: 2.0833, loss: 2.0833, grad_norm: 6.3980 2020-10-11 09:27:16,151 - mmaction - INFO - Epoch [18][1640/2640] lr: 1.000e-02, eta: 19:45:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7719, loss_cls: 2.0071, loss: 2.0071, grad_norm: 6.0252 2020-10-11 09:27:32,722 - mmaction - INFO - Epoch [18][1660/2640] lr: 1.000e-02, eta: 19:45:23, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5258, top5_acc: 0.7812, loss_cls: 1.9368, loss: 1.9368, grad_norm: 6.3310 2020-10-11 09:27:49,349 - mmaction - INFO - Epoch [18][1680/2640] lr: 1.000e-02, eta: 19:45:06, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7695, loss_cls: 1.9693, loss: 1.9693, grad_norm: 6.4588 2020-10-11 09:28:05,886 - mmaction - INFO - Epoch [18][1700/2640] lr: 1.000e-02, eta: 19:44:49, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7633, loss_cls: 1.9861, loss: 1.9861, grad_norm: 6.2227 2020-10-11 09:28:22,496 - mmaction - INFO - Epoch [18][1720/2640] lr: 1.000e-02, eta: 19:44:32, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4836, top5_acc: 0.7609, loss_cls: 2.0296, loss: 2.0296, grad_norm: 6.2681 2020-10-11 09:28:39,044 - mmaction - INFO - Epoch [18][1740/2640] lr: 1.000e-02, eta: 19:44:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0000, loss: 2.0000, grad_norm: 6.3763 2020-10-11 09:28:55,506 - mmaction - INFO - Epoch [18][1760/2640] lr: 1.000e-02, eta: 19:43:59, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7539, loss_cls: 2.0386, loss: 2.0386, grad_norm: 5.9473 2020-10-11 09:29:12,090 - mmaction - INFO - Epoch [18][1780/2640] lr: 1.000e-02, eta: 19:43:42, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7625, loss_cls: 2.0328, loss: 2.0328, grad_norm: 6.5372 2020-10-11 09:29:28,720 - mmaction - INFO - Epoch [18][1800/2640] lr: 1.000e-02, eta: 19:43:25, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7602, loss_cls: 2.0552, loss: 2.0552, grad_norm: 6.3669 2020-10-11 09:29:45,241 - mmaction - INFO - Epoch [18][1820/2640] lr: 1.000e-02, eta: 19:43:08, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7617, loss_cls: 1.9928, loss: 1.9928, grad_norm: 6.2122 2020-10-11 09:30:01,869 - mmaction - INFO - Epoch [18][1840/2640] lr: 1.000e-02, eta: 19:42:52, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7688, loss_cls: 2.0204, loss: 2.0204, grad_norm: 6.5188 2020-10-11 09:30:18,438 - mmaction - INFO - Epoch [18][1860/2640] lr: 1.000e-02, eta: 19:42:35, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1249, loss: 2.1249, grad_norm: 6.5582 2020-10-11 09:30:35,021 - mmaction - INFO - Epoch [18][1880/2640] lr: 1.000e-02, eta: 19:42:18, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7812, loss_cls: 2.0037, loss: 2.0037, grad_norm: 6.3400 2020-10-11 09:30:51,390 - mmaction - INFO - Epoch [18][1900/2640] lr: 1.000e-02, eta: 19:42:01, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7820, loss_cls: 1.9458, loss: 1.9458, grad_norm: 6.2930 2020-10-11 09:31:08,038 - mmaction - INFO - Epoch [18][1920/2640] lr: 1.000e-02, eta: 19:41:44, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7641, loss_cls: 1.9760, loss: 1.9760, grad_norm: 6.1829 2020-10-11 09:31:24,540 - mmaction - INFO - Epoch [18][1940/2640] lr: 1.000e-02, eta: 19:41:27, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7805, loss_cls: 1.9775, loss: 1.9775, grad_norm: 6.0841 2020-10-11 09:31:41,207 - mmaction - INFO - Epoch [18][1960/2640] lr: 1.000e-02, eta: 19:41:11, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.0298, loss: 2.0298, grad_norm: 6.3981 2020-10-11 09:31:57,935 - mmaction - INFO - Epoch [18][1980/2640] lr: 1.000e-02, eta: 19:40:54, time: 0.837, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7656, loss_cls: 2.0046, loss: 2.0046, grad_norm: 6.2315 2020-10-11 09:32:14,559 - mmaction - INFO - Epoch [18][2000/2640] lr: 1.000e-02, eta: 19:40:37, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7586, loss_cls: 2.0492, loss: 2.0492, grad_norm: 6.5134 2020-10-11 09:32:31,115 - mmaction - INFO - Epoch [18][2020/2640] lr: 1.000e-02, eta: 19:40:21, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7664, loss_cls: 1.9902, loss: 1.9902, grad_norm: 6.2974 2020-10-11 09:32:47,548 - mmaction - INFO - Epoch [18][2040/2640] lr: 1.000e-02, eta: 19:40:04, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.5281, top5_acc: 0.7602, loss_cls: 1.9556, loss: 1.9556, grad_norm: 6.5776 2020-10-11 09:33:04,101 - mmaction - INFO - Epoch [18][2060/2640] lr: 1.000e-02, eta: 19:39:47, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7703, loss_cls: 1.9878, loss: 1.9878, grad_norm: 6.3097 2020-10-11 09:33:20,709 - mmaction - INFO - Epoch [18][2080/2640] lr: 1.000e-02, eta: 19:39:30, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.0972, loss: 2.0972, grad_norm: 6.3075 2020-10-11 09:33:37,272 - mmaction - INFO - Epoch [18][2100/2640] lr: 1.000e-02, eta: 19:39:13, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7586, loss_cls: 2.0599, loss: 2.0599, grad_norm: 6.0884 2020-10-11 09:33:53,641 - mmaction - INFO - Epoch [18][2120/2640] lr: 1.000e-02, eta: 19:38:56, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7688, loss_cls: 1.9857, loss: 1.9857, grad_norm: 6.2841 2020-10-11 09:34:10,304 - mmaction - INFO - Epoch [18][2140/2640] lr: 1.000e-02, eta: 19:38:40, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0376, loss: 2.0376, grad_norm: 6.3553 2020-10-11 09:34:26,846 - mmaction - INFO - Epoch [18][2160/2640] lr: 1.000e-02, eta: 19:38:23, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0274, loss: 2.0274, grad_norm: 6.3083 2020-10-11 09:34:43,638 - mmaction - INFO - Epoch [18][2180/2640] lr: 1.000e-02, eta: 19:38:06, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.0917, loss: 2.0917, grad_norm: 6.2840 2020-10-11 09:35:00,003 - mmaction - INFO - Epoch [18][2200/2640] lr: 1.000e-02, eta: 19:37:49, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4844, top5_acc: 0.7570, loss_cls: 2.0956, loss: 2.0956, grad_norm: 6.3875 2020-10-11 09:35:16,431 - mmaction - INFO - Epoch [18][2220/2640] lr: 1.000e-02, eta: 19:37:32, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7727, loss_cls: 1.9748, loss: 1.9748, grad_norm: 6.0843 2020-10-11 09:35:32,999 - mmaction - INFO - Epoch [18][2240/2640] lr: 1.000e-02, eta: 19:37:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7617, loss_cls: 2.0581, loss: 2.0581, grad_norm: 6.4950 2020-10-11 09:35:49,622 - mmaction - INFO - Epoch [18][2260/2640] lr: 1.000e-02, eta: 19:36:59, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7656, loss_cls: 2.0391, loss: 2.0391, grad_norm: 6.6540 2020-10-11 09:36:06,171 - mmaction - INFO - Epoch [18][2280/2640] lr: 1.000e-02, eta: 19:36:42, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7633, loss_cls: 2.0170, loss: 2.0170, grad_norm: 6.3521 2020-10-11 09:36:22,806 - mmaction - INFO - Epoch [18][2300/2640] lr: 1.000e-02, eta: 19:36:25, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7688, loss_cls: 2.0286, loss: 2.0286, grad_norm: 6.5778 2020-10-11 09:36:39,353 - mmaction - INFO - Epoch [18][2320/2640] lr: 1.000e-02, eta: 19:36:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7789, loss_cls: 1.9849, loss: 1.9849, grad_norm: 6.4090 2020-10-11 09:36:55,930 - mmaction - INFO - Epoch [18][2340/2640] lr: 1.000e-02, eta: 19:35:52, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7688, loss_cls: 2.0234, loss: 2.0234, grad_norm: 6.2572 2020-10-11 09:37:12,581 - mmaction - INFO - Epoch [18][2360/2640] lr: 1.000e-02, eta: 19:35:35, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 1.9931, loss: 1.9931, grad_norm: 5.9888 2020-10-11 09:37:29,114 - mmaction - INFO - Epoch [18][2380/2640] lr: 1.000e-02, eta: 19:35:18, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.0432, loss: 2.0432, grad_norm: 6.3787 2020-10-11 09:37:45,748 - mmaction - INFO - Epoch [18][2400/2640] lr: 1.000e-02, eta: 19:35:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7570, loss_cls: 2.0485, loss: 2.0485, grad_norm: 6.3596 2020-10-11 09:38:02,341 - mmaction - INFO - Epoch [18][2420/2640] lr: 1.000e-02, eta: 19:34:45, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7656, loss_cls: 2.0481, loss: 2.0481, grad_norm: 6.2641 2020-10-11 09:38:18,934 - mmaction - INFO - Epoch [18][2440/2640] lr: 1.000e-02, eta: 19:34:28, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7805, loss_cls: 2.0258, loss: 2.0258, grad_norm: 6.3363 2020-10-11 09:38:35,504 - mmaction - INFO - Epoch [18][2460/2640] lr: 1.000e-02, eta: 19:34:11, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4789, top5_acc: 0.7461, loss_cls: 2.1089, loss: 2.1089, grad_norm: 6.3820 2020-10-11 09:38:51,847 - mmaction - INFO - Epoch [18][2480/2640] lr: 1.000e-02, eta: 19:33:54, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7406, loss_cls: 2.1132, loss: 2.1132, grad_norm: 6.1127 2020-10-11 09:39:08,481 - mmaction - INFO - Epoch [18][2500/2640] lr: 1.000e-02, eta: 19:33:37, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7789, loss_cls: 1.9770, loss: 1.9770, grad_norm: 6.1097 2020-10-11 09:39:25,039 - mmaction - INFO - Epoch [18][2520/2640] lr: 1.000e-02, eta: 19:33:21, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7711, loss_cls: 1.9897, loss: 1.9897, grad_norm: 6.1882 2020-10-11 09:39:41,660 - mmaction - INFO - Epoch [18][2540/2640] lr: 1.000e-02, eta: 19:33:04, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7773, loss_cls: 1.9425, loss: 1.9425, grad_norm: 6.2133 2020-10-11 09:39:58,031 - mmaction - INFO - Epoch [18][2560/2640] lr: 1.000e-02, eta: 19:32:47, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7625, loss_cls: 2.0156, loss: 2.0156, grad_norm: 6.2907 2020-10-11 09:40:14,635 - mmaction - INFO - Epoch [18][2580/2640] lr: 1.000e-02, eta: 19:32:30, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4719, top5_acc: 0.7562, loss_cls: 2.1124, loss: 2.1124, grad_norm: 6.4724 2020-10-11 09:40:31,175 - mmaction - INFO - Epoch [18][2600/2640] lr: 1.000e-02, eta: 19:32:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7758, loss_cls: 1.9711, loss: 1.9711, grad_norm: 6.3723 2020-10-11 09:40:47,820 - mmaction - INFO - Epoch [18][2620/2640] lr: 1.000e-02, eta: 19:31:57, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7703, loss_cls: 2.0305, loss: 2.0305, grad_norm: 6.2859 2020-10-11 09:41:03,880 - mmaction - INFO - Epoch [18][2640/2640] lr: 1.000e-02, eta: 19:31:39, time: 0.805, data_time: 0.005, memory: 9800, top1_acc: 0.4903, top5_acc: 0.7524, loss_cls: 2.0932, loss: 2.0932, grad_norm: 6.7842 2020-10-11 09:41:04,151 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-10-11 09:41:32,208 - mmaction - INFO - Epoch [19][20/2640] lr: 1.000e-02, eta: 19:31:39, time: 1.302, data_time: 0.410, memory: 9800, top1_acc: 0.5453, top5_acc: 0.7937, loss_cls: 1.8237, loss: 1.8237, grad_norm: 6.3190 2020-10-11 09:41:48,834 - mmaction - INFO - Epoch [19][40/2640] lr: 1.000e-02, eta: 19:31:22, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.5297, top5_acc: 0.7719, loss_cls: 1.9111, loss: 1.9111, grad_norm: 6.2991 2020-10-11 09:42:05,410 - mmaction - INFO - Epoch [19][60/2640] lr: 1.000e-02, eta: 19:31:06, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7758, loss_cls: 1.9434, loss: 1.9434, grad_norm: 6.5187 2020-10-11 09:42:21,852 - mmaction - INFO - Epoch [19][80/2640] lr: 1.000e-02, eta: 19:30:49, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7570, loss_cls: 2.0116, loss: 2.0116, grad_norm: 6.3333 2020-10-11 09:42:38,363 - mmaction - INFO - Epoch [19][100/2640] lr: 1.000e-02, eta: 19:30:32, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7570, loss_cls: 2.0100, loss: 2.0100, grad_norm: 6.1588 2020-10-11 09:42:54,769 - mmaction - INFO - Epoch [19][120/2640] lr: 1.000e-02, eta: 19:30:15, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4734, top5_acc: 0.7539, loss_cls: 2.0594, loss: 2.0594, grad_norm: 6.5203 2020-10-11 09:43:11,150 - mmaction - INFO - Epoch [19][140/2640] lr: 1.000e-02, eta: 19:29:58, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5328, top5_acc: 0.7766, loss_cls: 1.9186, loss: 1.9186, grad_norm: 6.3428 2020-10-11 09:43:27,730 - mmaction - INFO - Epoch [19][160/2640] lr: 1.000e-02, eta: 19:29:41, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5211, top5_acc: 0.7891, loss_cls: 1.9314, loss: 1.9314, grad_norm: 6.4378 2020-10-11 09:43:44,376 - mmaction - INFO - Epoch [19][180/2640] lr: 1.000e-02, eta: 19:29:24, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7586, loss_cls: 2.0499, loss: 2.0499, grad_norm: 6.2922 2020-10-11 09:44:00,915 - mmaction - INFO - Epoch [19][200/2640] lr: 1.000e-02, eta: 19:29:07, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.0267, loss: 2.0267, grad_norm: 6.3294 2020-10-11 09:44:17,545 - mmaction - INFO - Epoch [19][220/2640] lr: 1.000e-02, eta: 19:28:51, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7695, loss_cls: 2.0243, loss: 2.0243, grad_norm: 6.5336 2020-10-11 09:44:34,131 - mmaction - INFO - Epoch [19][240/2640] lr: 1.000e-02, eta: 19:28:34, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5250, top5_acc: 0.7906, loss_cls: 1.9107, loss: 1.9107, grad_norm: 6.1676 2020-10-11 09:44:50,473 - mmaction - INFO - Epoch [19][260/2640] lr: 1.000e-02, eta: 19:28:17, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.5258, top5_acc: 0.7891, loss_cls: 1.8929, loss: 1.8929, grad_norm: 6.4553 2020-10-11 09:45:07,078 - mmaction - INFO - Epoch [19][280/2640] lr: 1.000e-02, eta: 19:28:00, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5281, top5_acc: 0.7758, loss_cls: 1.8994, loss: 1.8994, grad_norm: 6.6725 2020-10-11 09:45:23,451 - mmaction - INFO - Epoch [19][300/2640] lr: 1.000e-02, eta: 19:27:43, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7719, loss_cls: 1.9741, loss: 1.9741, grad_norm: 6.6485 2020-10-11 09:45:40,056 - mmaction - INFO - Epoch [19][320/2640] lr: 1.000e-02, eta: 19:27:26, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7953, loss_cls: 1.9190, loss: 1.9190, grad_norm: 6.3651 2020-10-11 09:45:56,418 - mmaction - INFO - Epoch [19][340/2640] lr: 1.000e-02, eta: 19:27:09, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7828, loss_cls: 1.9828, loss: 1.9828, grad_norm: 6.4178 2020-10-11 09:46:13,045 - mmaction - INFO - Epoch [19][360/2640] lr: 1.000e-02, eta: 19:26:52, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.8023, loss_cls: 1.9242, loss: 1.9242, grad_norm: 6.3579 2020-10-11 09:46:29,595 - mmaction - INFO - Epoch [19][380/2640] lr: 1.000e-02, eta: 19:26:36, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7711, loss_cls: 2.0454, loss: 2.0454, grad_norm: 6.1213 2020-10-11 09:46:46,225 - mmaction - INFO - Epoch [19][400/2640] lr: 1.000e-02, eta: 19:26:19, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7820, loss_cls: 1.9364, loss: 1.9364, grad_norm: 6.0699 2020-10-11 09:47:02,797 - mmaction - INFO - Epoch [19][420/2640] lr: 1.000e-02, eta: 19:26:02, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0282, loss: 2.0282, grad_norm: 6.5126 2020-10-11 09:47:19,504 - mmaction - INFO - Epoch [19][440/2640] lr: 1.000e-02, eta: 19:25:46, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0367, loss: 2.0367, grad_norm: 6.4572 2020-10-11 09:47:36,029 - mmaction - INFO - Epoch [19][460/2640] lr: 1.000e-02, eta: 19:25:29, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7773, loss_cls: 1.9670, loss: 1.9670, grad_norm: 6.5648 2020-10-11 09:47:52,534 - mmaction - INFO - Epoch [19][480/2640] lr: 1.000e-02, eta: 19:25:12, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7633, loss_cls: 1.9740, loss: 1.9740, grad_norm: 6.4596 2020-10-11 09:48:09,187 - mmaction - INFO - Epoch [19][500/2640] lr: 1.000e-02, eta: 19:24:55, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7672, loss_cls: 1.9940, loss: 1.9940, grad_norm: 6.1442 2020-10-11 09:48:25,731 - mmaction - INFO - Epoch [19][520/2640] lr: 1.000e-02, eta: 19:24:38, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7656, loss_cls: 1.9926, loss: 1.9926, grad_norm: 6.1702 2020-10-11 09:48:42,336 - mmaction - INFO - Epoch [19][540/2640] lr: 1.000e-02, eta: 19:24:22, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.0653, loss: 2.0653, grad_norm: 6.2925 2020-10-11 09:48:58,707 - mmaction - INFO - Epoch [19][560/2640] lr: 1.000e-02, eta: 19:24:04, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7742, loss_cls: 1.9465, loss: 1.9465, grad_norm: 6.3738 2020-10-11 09:49:15,312 - mmaction - INFO - Epoch [19][580/2640] lr: 1.000e-02, eta: 19:23:48, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7680, loss_cls: 1.9760, loss: 1.9760, grad_norm: 6.4217 2020-10-11 09:49:31,888 - mmaction - INFO - Epoch [19][600/2640] lr: 1.000e-02, eta: 19:23:31, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7492, loss_cls: 2.0644, loss: 2.0644, grad_norm: 6.6277 2020-10-11 09:49:48,494 - mmaction - INFO - Epoch [19][620/2640] lr: 1.000e-02, eta: 19:23:14, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7633, loss_cls: 1.9956, loss: 1.9956, grad_norm: 6.2126 2020-10-11 09:50:05,247 - mmaction - INFO - Epoch [19][640/2640] lr: 1.000e-02, eta: 19:22:58, time: 0.838, data_time: 0.003, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7797, loss_cls: 1.9886, loss: 1.9886, grad_norm: 6.4111 2020-10-11 09:50:21,656 - mmaction - INFO - Epoch [19][660/2640] lr: 1.000e-02, eta: 19:22:41, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7688, loss_cls: 1.9923, loss: 1.9923, grad_norm: 6.5493 2020-10-11 09:50:38,348 - mmaction - INFO - Epoch [19][680/2640] lr: 1.000e-02, eta: 19:22:24, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7641, loss_cls: 1.9780, loss: 1.9780, grad_norm: 6.3918 2020-10-11 09:50:54,845 - mmaction - INFO - Epoch [19][700/2640] lr: 1.000e-02, eta: 19:22:07, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7453, loss_cls: 2.0537, loss: 2.0537, grad_norm: 6.4418 2020-10-11 09:51:11,452 - mmaction - INFO - Epoch [19][720/2640] lr: 1.000e-02, eta: 19:21:51, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7508, loss_cls: 2.0771, loss: 2.0771, grad_norm: 6.3878 2020-10-11 09:51:28,853 - mmaction - INFO - Epoch [19][740/2640] lr: 1.000e-02, eta: 19:21:35, time: 0.872, data_time: 0.005, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7711, loss_cls: 1.9631, loss: 1.9631, grad_norm: 6.2142 2020-10-11 09:51:45,476 - mmaction - INFO - Epoch [19][760/2640] lr: 1.000e-02, eta: 19:21:18, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7875, loss_cls: 1.9547, loss: 1.9547, grad_norm: 6.5416 2020-10-11 09:52:02,243 - mmaction - INFO - Epoch [19][780/2640] lr: 1.000e-02, eta: 19:21:02, time: 0.842, data_time: 0.007, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7859, loss_cls: 1.9687, loss: 1.9687, grad_norm: 6.3144 2020-10-11 09:52:18,634 - mmaction - INFO - Epoch [19][800/2640] lr: 1.000e-02, eta: 19:20:45, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7641, loss_cls: 2.0086, loss: 2.0086, grad_norm: 6.0959 2020-10-11 09:52:35,245 - mmaction - INFO - Epoch [19][820/2640] lr: 1.000e-02, eta: 19:20:28, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0191, loss: 2.0191, grad_norm: 6.2884 2020-10-11 09:52:51,983 - mmaction - INFO - Epoch [19][840/2640] lr: 1.000e-02, eta: 19:20:12, time: 0.836, data_time: 0.002, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7789, loss_cls: 1.9369, loss: 1.9369, grad_norm: 6.6585 2020-10-11 09:53:08,357 - mmaction - INFO - Epoch [19][860/2640] lr: 1.000e-02, eta: 19:19:55, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7602, loss_cls: 1.9983, loss: 1.9983, grad_norm: 6.3165 2020-10-11 09:53:25,020 - mmaction - INFO - Epoch [19][880/2640] lr: 1.000e-02, eta: 19:19:38, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7898, loss_cls: 1.9273, loss: 1.9273, grad_norm: 6.3839 2020-10-11 09:53:41,593 - mmaction - INFO - Epoch [19][900/2640] lr: 1.000e-02, eta: 19:19:21, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7703, loss_cls: 2.0180, loss: 2.0180, grad_norm: 6.3815 2020-10-11 09:53:58,317 - mmaction - INFO - Epoch [19][920/2640] lr: 1.000e-02, eta: 19:19:05, time: 0.836, data_time: 0.002, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 1.9973, loss: 1.9973, grad_norm: 6.1203 2020-10-11 09:54:14,970 - mmaction - INFO - Epoch [19][940/2640] lr: 1.000e-02, eta: 19:18:48, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7562, loss_cls: 2.0643, loss: 2.0643, grad_norm: 6.5435 2020-10-11 09:54:31,536 - mmaction - INFO - Epoch [19][960/2640] lr: 1.000e-02, eta: 19:18:31, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.5227, top5_acc: 0.7633, loss_cls: 2.0080, loss: 2.0080, grad_norm: 6.5594 2020-10-11 09:54:48,152 - mmaction - INFO - Epoch [19][980/2640] lr: 1.000e-02, eta: 19:18:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7688, loss_cls: 1.9806, loss: 1.9806, grad_norm: 6.1116 2020-10-11 09:55:04,721 - mmaction - INFO - Epoch [19][1000/2640] lr: 1.000e-02, eta: 19:17:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7852, loss_cls: 1.9191, loss: 1.9191, grad_norm: 6.2267 2020-10-11 09:55:21,086 - mmaction - INFO - Epoch [19][1020/2640] lr: 1.000e-02, eta: 19:17:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0312, loss: 2.0312, grad_norm: 6.3541 2020-10-11 09:55:37,720 - mmaction - INFO - Epoch [19][1040/2640] lr: 1.000e-02, eta: 19:17:24, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7695, loss_cls: 2.0178, loss: 2.0178, grad_norm: 6.2464 2020-10-11 09:55:54,269 - mmaction - INFO - Epoch [19][1060/2640] lr: 1.000e-02, eta: 19:17:07, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7898, loss_cls: 1.9426, loss: 1.9426, grad_norm: 6.1609 2020-10-11 09:56:10,905 - mmaction - INFO - Epoch [19][1080/2640] lr: 1.000e-02, eta: 19:16:51, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5109, top5_acc: 0.7750, loss_cls: 1.9584, loss: 1.9584, grad_norm: 6.3204 2020-10-11 09:56:27,440 - mmaction - INFO - Epoch [19][1100/2640] lr: 1.000e-02, eta: 19:16:34, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7750, loss_cls: 1.9463, loss: 1.9463, grad_norm: 6.2209 2020-10-11 09:56:44,196 - mmaction - INFO - Epoch [19][1120/2640] lr: 1.000e-02, eta: 19:16:17, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7844, loss_cls: 1.9162, loss: 1.9162, grad_norm: 6.3824 2020-10-11 09:57:00,613 - mmaction - INFO - Epoch [19][1140/2640] lr: 1.000e-02, eta: 19:16:00, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7719, loss_cls: 1.9947, loss: 1.9947, grad_norm: 6.3149 2020-10-11 09:57:17,245 - mmaction - INFO - Epoch [19][1160/2640] lr: 1.000e-02, eta: 19:15:44, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.0566, loss: 2.0566, grad_norm: 6.6088 2020-10-11 09:57:33,828 - mmaction - INFO - Epoch [19][1180/2640] lr: 1.000e-02, eta: 19:15:27, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7648, loss_cls: 1.9512, loss: 1.9512, grad_norm: 6.3192 2020-10-11 09:57:50,424 - mmaction - INFO - Epoch [19][1200/2640] lr: 1.000e-02, eta: 19:15:10, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7727, loss_cls: 2.0171, loss: 2.0171, grad_norm: 6.3888 2020-10-11 09:58:07,025 - mmaction - INFO - Epoch [19][1220/2640] lr: 1.000e-02, eta: 19:14:53, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7695, loss_cls: 1.9906, loss: 1.9906, grad_norm: 6.2045 2020-10-11 09:58:23,568 - mmaction - INFO - Epoch [19][1240/2640] lr: 1.000e-02, eta: 19:14:37, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7547, loss_cls: 2.0495, loss: 2.0495, grad_norm: 6.3369 2020-10-11 09:58:40,246 - mmaction - INFO - Epoch [19][1260/2640] lr: 1.000e-02, eta: 19:14:20, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7594, loss_cls: 2.0403, loss: 2.0403, grad_norm: 6.6280 2020-10-11 09:58:56,744 - mmaction - INFO - Epoch [19][1280/2640] lr: 1.000e-02, eta: 19:14:03, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7578, loss_cls: 2.0204, loss: 2.0204, grad_norm: 6.1713 2020-10-11 09:59:13,184 - mmaction - INFO - Epoch [19][1300/2640] lr: 1.000e-02, eta: 19:13:46, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7508, loss_cls: 2.0579, loss: 2.0579, grad_norm: 6.4801 2020-10-11 09:59:29,736 - mmaction - INFO - Epoch [19][1320/2640] lr: 1.000e-02, eta: 19:13:29, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7641, loss_cls: 2.0077, loss: 2.0077, grad_norm: 6.3791 2020-10-11 09:59:46,426 - mmaction - INFO - Epoch [19][1340/2640] lr: 1.000e-02, eta: 19:13:13, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7578, loss_cls: 2.0222, loss: 2.0222, grad_norm: 6.4658 2020-10-11 10:00:03,493 - mmaction - INFO - Epoch [19][1360/2640] lr: 1.000e-02, eta: 19:12:57, time: 0.846, data_time: 0.005, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7664, loss_cls: 2.0342, loss: 2.0342, grad_norm: 6.1696 2020-10-11 10:00:20,941 - mmaction - INFO - Epoch [19][1380/2640] lr: 1.000e-02, eta: 19:12:42, time: 0.881, data_time: 0.014, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7531, loss_cls: 2.0701, loss: 2.0701, grad_norm: 6.6502 2020-10-11 10:00:37,527 - mmaction - INFO - Epoch [19][1400/2640] lr: 1.000e-02, eta: 19:12:25, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0604, loss: 2.0604, grad_norm: 6.2589 2020-10-11 10:00:53,929 - mmaction - INFO - Epoch [19][1420/2640] lr: 1.000e-02, eta: 19:12:08, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4914, top5_acc: 0.7531, loss_cls: 2.0382, loss: 2.0382, grad_norm: 6.2525 2020-10-11 10:01:10,611 - mmaction - INFO - Epoch [19][1440/2640] lr: 1.000e-02, eta: 19:11:51, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 1.9756, loss: 1.9756, grad_norm: 6.1900 2020-10-11 10:01:27,095 - mmaction - INFO - Epoch [19][1460/2640] lr: 1.000e-02, eta: 19:11:34, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7805, loss_cls: 1.9302, loss: 1.9302, grad_norm: 6.2879 2020-10-11 10:01:43,815 - mmaction - INFO - Epoch [19][1480/2640] lr: 1.000e-02, eta: 19:11:18, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7484, loss_cls: 2.1075, loss: 2.1075, grad_norm: 6.2921 2020-10-11 10:02:00,258 - mmaction - INFO - Epoch [19][1500/2640] lr: 1.000e-02, eta: 19:11:01, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7789, loss_cls: 1.9372, loss: 1.9372, grad_norm: 6.6706 2020-10-11 10:02:16,782 - mmaction - INFO - Epoch [19][1520/2640] lr: 1.000e-02, eta: 19:10:44, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.3454 2020-10-11 10:02:33,376 - mmaction - INFO - Epoch [19][1540/2640] lr: 1.000e-02, eta: 19:10:27, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7898, loss_cls: 1.9300, loss: 1.9300, grad_norm: 6.1423 2020-10-11 10:02:49,863 - mmaction - INFO - Epoch [19][1560/2640] lr: 1.000e-02, eta: 19:10:10, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7711, loss_cls: 2.0229, loss: 2.0229, grad_norm: 6.3658 2020-10-11 10:03:06,462 - mmaction - INFO - Epoch [19][1580/2640] lr: 1.000e-02, eta: 19:09:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5422, top5_acc: 0.7875, loss_cls: 1.8725, loss: 1.8725, grad_norm: 6.2351 2020-10-11 10:03:23,014 - mmaction - INFO - Epoch [19][1600/2640] lr: 1.000e-02, eta: 19:09:37, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7766, loss_cls: 1.9775, loss: 1.9775, grad_norm: 6.5718 2020-10-11 10:03:39,595 - mmaction - INFO - Epoch [19][1620/2640] lr: 1.000e-02, eta: 19:09:20, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7766, loss_cls: 1.9580, loss: 1.9580, grad_norm: 6.5077 2020-10-11 10:03:55,979 - mmaction - INFO - Epoch [19][1640/2640] lr: 1.000e-02, eta: 19:09:03, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7523, loss_cls: 2.0496, loss: 2.0496, grad_norm: 6.5853 2020-10-11 10:04:12,603 - mmaction - INFO - Epoch [19][1660/2640] lr: 1.000e-02, eta: 19:08:46, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7578, loss_cls: 2.0529, loss: 2.0529, grad_norm: 6.3993 2020-10-11 10:04:29,152 - mmaction - INFO - Epoch [19][1680/2640] lr: 1.000e-02, eta: 19:08:29, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7789, loss_cls: 1.9835, loss: 1.9835, grad_norm: 6.3418 2020-10-11 10:04:45,828 - mmaction - INFO - Epoch [19][1700/2640] lr: 1.000e-02, eta: 19:08:13, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7625, loss_cls: 2.0393, loss: 2.0393, grad_norm: 6.3651 2020-10-11 10:05:02,446 - mmaction - INFO - Epoch [19][1720/2640] lr: 1.000e-02, eta: 19:07:56, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.5445, top5_acc: 0.7828, loss_cls: 1.9168, loss: 1.9168, grad_norm: 6.3781 2020-10-11 10:05:18,897 - mmaction - INFO - Epoch [19][1740/2640] lr: 1.000e-02, eta: 19:07:39, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.4797, top5_acc: 0.7516, loss_cls: 2.1104, loss: 2.1104, grad_norm: 6.4222 2020-10-11 10:05:35,529 - mmaction - INFO - Epoch [19][1760/2640] lr: 1.000e-02, eta: 19:07:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7688, loss_cls: 2.0036, loss: 2.0036, grad_norm: 6.1788 2020-10-11 10:05:52,109 - mmaction - INFO - Epoch [19][1780/2640] lr: 1.000e-02, eta: 19:07:06, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7828, loss_cls: 1.9537, loss: 1.9537, grad_norm: 6.2957 2020-10-11 10:06:08,737 - mmaction - INFO - Epoch [19][1800/2640] lr: 1.000e-02, eta: 19:06:49, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 1.9849, loss: 1.9849, grad_norm: 6.0910 2020-10-11 10:06:25,491 - mmaction - INFO - Epoch [19][1820/2640] lr: 1.000e-02, eta: 19:06:33, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7461, loss_cls: 2.0625, loss: 2.0625, grad_norm: 6.3260 2020-10-11 10:06:42,075 - mmaction - INFO - Epoch [19][1840/2640] lr: 1.000e-02, eta: 19:06:16, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5164, top5_acc: 0.8055, loss_cls: 1.9005, loss: 1.9005, grad_norm: 6.3219 2020-10-11 10:06:58,494 - mmaction - INFO - Epoch [19][1860/2640] lr: 1.000e-02, eta: 19:05:59, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.0497, loss: 2.0497, grad_norm: 6.2775 2020-10-11 10:07:15,074 - mmaction - INFO - Epoch [19][1880/2640] lr: 1.000e-02, eta: 19:05:42, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5211, top5_acc: 0.7750, loss_cls: 1.9367, loss: 1.9367, grad_norm: 6.3366 2020-10-11 10:07:31,636 - mmaction - INFO - Epoch [19][1900/2640] lr: 1.000e-02, eta: 19:05:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5141, top5_acc: 0.7617, loss_cls: 2.0370, loss: 2.0370, grad_norm: 6.1949 2020-10-11 10:07:48,282 - mmaction - INFO - Epoch [19][1920/2640] lr: 1.000e-02, eta: 19:05:09, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5359, top5_acc: 0.7859, loss_cls: 1.8978, loss: 1.8978, grad_norm: 5.8636 2020-10-11 10:08:04,831 - mmaction - INFO - Epoch [19][1940/2640] lr: 1.000e-02, eta: 19:04:52, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7656, loss_cls: 2.0178, loss: 2.0178, grad_norm: 6.2620 2020-10-11 10:08:21,462 - mmaction - INFO - Epoch [19][1960/2640] lr: 1.000e-02, eta: 19:04:35, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7766, loss_cls: 1.9400, loss: 1.9400, grad_norm: 6.2432 2020-10-11 10:08:38,015 - mmaction - INFO - Epoch [19][1980/2640] lr: 1.000e-02, eta: 19:04:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9322, loss: 1.9322, grad_norm: 6.0937 2020-10-11 10:08:54,387 - mmaction - INFO - Epoch [19][2000/2640] lr: 1.000e-02, eta: 19:04:01, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7812, loss_cls: 1.9322, loss: 1.9322, grad_norm: 6.3945 2020-10-11 10:09:10,993 - mmaction - INFO - Epoch [19][2020/2640] lr: 1.000e-02, eta: 19:03:45, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7539, loss_cls: 2.0556, loss: 2.0556, grad_norm: 6.4082 2020-10-11 10:09:27,589 - mmaction - INFO - Epoch [19][2040/2640] lr: 1.000e-02, eta: 19:03:28, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7781, loss_cls: 1.9918, loss: 1.9918, grad_norm: 6.2851 2020-10-11 10:09:44,157 - mmaction - INFO - Epoch [19][2060/2640] lr: 1.000e-02, eta: 19:03:11, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7750, loss_cls: 2.0054, loss: 2.0054, grad_norm: 6.5970 2020-10-11 10:10:00,716 - mmaction - INFO - Epoch [19][2080/2640] lr: 1.000e-02, eta: 19:02:54, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7750, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.1377 2020-10-11 10:10:17,368 - mmaction - INFO - Epoch [19][2100/2640] lr: 1.000e-02, eta: 19:02:38, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7555, loss_cls: 2.0781, loss: 2.0781, grad_norm: 6.4337 2020-10-11 10:10:33,920 - mmaction - INFO - Epoch [19][2120/2640] lr: 1.000e-02, eta: 19:02:21, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7789, loss_cls: 1.9875, loss: 1.9875, grad_norm: 6.1727 2020-10-11 10:10:50,523 - mmaction - INFO - Epoch [19][2140/2640] lr: 1.000e-02, eta: 19:02:04, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7727, loss_cls: 1.9193, loss: 1.9193, grad_norm: 6.1420 2020-10-11 10:11:07,150 - mmaction - INFO - Epoch [19][2160/2640] lr: 1.000e-02, eta: 19:01:47, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7438, loss_cls: 2.0928, loss: 2.0928, grad_norm: 6.6891 2020-10-11 10:11:23,683 - mmaction - INFO - Epoch [19][2180/2640] lr: 1.000e-02, eta: 19:01:31, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5242, top5_acc: 0.7820, loss_cls: 1.9317, loss: 1.9317, grad_norm: 6.0152 2020-10-11 10:11:40,368 - mmaction - INFO - Epoch [19][2200/2640] lr: 1.000e-02, eta: 19:01:14, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7695, loss_cls: 2.0075, loss: 2.0075, grad_norm: 6.1940 2020-10-11 10:11:56,859 - mmaction - INFO - Epoch [19][2220/2640] lr: 1.000e-02, eta: 19:00:57, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.5195, top5_acc: 0.7805, loss_cls: 1.9713, loss: 1.9713, grad_norm: 6.1517 2020-10-11 10:12:13,509 - mmaction - INFO - Epoch [19][2240/2640] lr: 1.000e-02, eta: 19:00:41, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7602, loss_cls: 1.9876, loss: 1.9876, grad_norm: 6.1648 2020-10-11 10:12:30,087 - mmaction - INFO - Epoch [19][2260/2640] lr: 1.000e-02, eta: 19:00:24, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7641, loss_cls: 1.9573, loss: 1.9573, grad_norm: 6.2763 2020-10-11 10:12:46,676 - mmaction - INFO - Epoch [19][2280/2640] lr: 1.000e-02, eta: 19:00:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7625, loss_cls: 2.0119, loss: 2.0119, grad_norm: 6.2543 2020-10-11 10:13:03,239 - mmaction - INFO - Epoch [19][2300/2640] lr: 1.000e-02, eta: 18:59:50, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7688, loss_cls: 2.0336, loss: 2.0336, grad_norm: 6.4548 2020-10-11 10:13:19,882 - mmaction - INFO - Epoch [19][2320/2640] lr: 1.000e-02, eta: 18:59:34, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.0614, loss: 2.0614, grad_norm: 6.3450 2020-10-11 10:13:36,428 - mmaction - INFO - Epoch [19][2340/2640] lr: 1.000e-02, eta: 18:59:17, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.4961, top5_acc: 0.7648, loss_cls: 1.9824, loss: 1.9824, grad_norm: 6.2731 2020-10-11 10:13:52,791 - mmaction - INFO - Epoch [19][2360/2640] lr: 1.000e-02, eta: 18:59:00, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7609, loss_cls: 2.0663, loss: 2.0663, grad_norm: 6.7475 2020-10-11 10:14:09,455 - mmaction - INFO - Epoch [19][2380/2640] lr: 1.000e-02, eta: 18:58:43, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5281, top5_acc: 0.7883, loss_cls: 1.8998, loss: 1.8998, grad_norm: 6.2163 2020-10-11 10:14:25,974 - mmaction - INFO - Epoch [19][2400/2640] lr: 1.000e-02, eta: 18:58:26, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7555, loss_cls: 2.0648, loss: 2.0648, grad_norm: 6.5120 2020-10-11 10:14:42,554 - mmaction - INFO - Epoch [19][2420/2640] lr: 1.000e-02, eta: 18:58:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 1.9703, loss: 1.9703, grad_norm: 6.3085 2020-10-11 10:14:59,152 - mmaction - INFO - Epoch [19][2440/2640] lr: 1.000e-02, eta: 18:57:53, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7719, loss_cls: 1.9542, loss: 1.9542, grad_norm: 6.2382 2020-10-11 10:15:15,775 - mmaction - INFO - Epoch [19][2460/2640] lr: 1.000e-02, eta: 18:57:36, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7758, loss_cls: 2.0527, loss: 2.0527, grad_norm: 6.6624 2020-10-11 10:15:32,332 - mmaction - INFO - Epoch [19][2480/2640] lr: 1.000e-02, eta: 18:57:19, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.4891, top5_acc: 0.7609, loss_cls: 2.0563, loss: 2.0563, grad_norm: 6.5938 2020-10-11 10:15:48,955 - mmaction - INFO - Epoch [19][2500/2640] lr: 1.000e-02, eta: 18:57:03, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7617, loss_cls: 2.0364, loss: 2.0364, grad_norm: 6.5435 2020-10-11 10:16:05,566 - mmaction - INFO - Epoch [19][2520/2640] lr: 1.000e-02, eta: 18:56:46, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.4805, top5_acc: 0.7555, loss_cls: 2.0629, loss: 2.0629, grad_norm: 6.4250 2020-10-11 10:16:22,125 - mmaction - INFO - Epoch [19][2540/2640] lr: 1.000e-02, eta: 18:56:29, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7703, loss_cls: 1.9720, loss: 1.9720, grad_norm: 6.1176 2020-10-11 10:16:38,700 - mmaction - INFO - Epoch [19][2560/2640] lr: 1.000e-02, eta: 18:56:12, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7742, loss_cls: 1.9693, loss: 1.9693, grad_norm: 6.3230 2020-10-11 10:16:55,103 - mmaction - INFO - Epoch [19][2580/2640] lr: 1.000e-02, eta: 18:55:55, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 1.9819, loss: 1.9819, grad_norm: 6.3355 2020-10-11 10:17:11,747 - mmaction - INFO - Epoch [19][2600/2640] lr: 1.000e-02, eta: 18:55:39, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7773, loss_cls: 2.0192, loss: 2.0192, grad_norm: 6.3663 2020-10-11 10:17:28,267 - mmaction - INFO - Epoch [19][2620/2640] lr: 1.000e-02, eta: 18:55:22, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7586, loss_cls: 2.0188, loss: 2.0188, grad_norm: 6.3437 2020-10-11 10:17:44,562 - mmaction - INFO - Epoch [19][2640/2640] lr: 1.000e-02, eta: 18:55:05, time: 0.815, data_time: 0.005, memory: 9800, top1_acc: 0.5161, top5_acc: 0.7435, loss_cls: 2.0127, loss: 2.0127, grad_norm: 6.0597 2020-10-11 10:17:44,985 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-10-11 10:18:16,303 - mmaction - INFO - Epoch [20][20/2640] lr: 1.000e-02, eta: 18:55:09, time: 1.482, data_time: 0.648, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7812, loss_cls: 1.9598, loss: 1.9598, grad_norm: 6.2395 2020-10-11 10:18:32,752 - mmaction - INFO - Epoch [20][40/2640] lr: 1.000e-02, eta: 18:54:52, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7758, loss_cls: 1.9243, loss: 1.9243, grad_norm: 6.2749 2020-10-11 10:18:49,384 - mmaction - INFO - Epoch [20][60/2640] lr: 1.000e-02, eta: 18:54:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7867, loss_cls: 1.9070, loss: 1.9070, grad_norm: 6.2796 2020-10-11 10:19:05,932 - mmaction - INFO - Epoch [20][80/2640] lr: 1.000e-02, eta: 18:54:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5219, top5_acc: 0.7891, loss_cls: 1.9084, loss: 1.9084, grad_norm: 6.5044 2020-10-11 10:19:22,554 - mmaction - INFO - Epoch [20][100/2640] lr: 1.000e-02, eta: 18:54:02, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5344, top5_acc: 0.7797, loss_cls: 1.9073, loss: 1.9073, grad_norm: 6.2751 2020-10-11 10:19:39,113 - mmaction - INFO - Epoch [20][120/2640] lr: 1.000e-02, eta: 18:53:45, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5406, top5_acc: 0.8086, loss_cls: 1.8512, loss: 1.8512, grad_norm: 6.3436 2020-10-11 10:19:55,489 - mmaction - INFO - Epoch [20][140/2640] lr: 1.000e-02, eta: 18:53:28, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.0278, loss: 2.0278, grad_norm: 6.5023 2020-10-11 10:20:12,284 - mmaction - INFO - Epoch [20][160/2640] lr: 1.000e-02, eta: 18:53:12, time: 0.839, data_time: 0.002, memory: 9800, top1_acc: 0.5367, top5_acc: 0.7914, loss_cls: 1.8453, loss: 1.8453, grad_norm: 6.5323 2020-10-11 10:20:28,953 - mmaction - INFO - Epoch [20][180/2640] lr: 1.000e-02, eta: 18:52:55, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7867, loss_cls: 2.0203, loss: 2.0203, grad_norm: 6.4599 2020-10-11 10:20:45,480 - mmaction - INFO - Epoch [20][200/2640] lr: 1.000e-02, eta: 18:52:38, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.4867, top5_acc: 0.7664, loss_cls: 2.0028, loss: 2.0028, grad_norm: 6.5133 2020-10-11 10:21:02,131 - mmaction - INFO - Epoch [20][220/2640] lr: 1.000e-02, eta: 18:52:22, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7719, loss_cls: 1.9901, loss: 1.9901, grad_norm: 6.4060 2020-10-11 10:21:18,653 - mmaction - INFO - Epoch [20][240/2640] lr: 1.000e-02, eta: 18:52:05, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.5258, top5_acc: 0.7836, loss_cls: 1.9119, loss: 1.9119, grad_norm: 6.1656 2020-10-11 10:21:35,402 - mmaction - INFO - Epoch [20][260/2640] lr: 1.000e-02, eta: 18:51:48, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.4938, top5_acc: 0.7727, loss_cls: 1.9808, loss: 1.9808, grad_norm: 6.3545 2020-10-11 10:21:51,889 - mmaction - INFO - Epoch [20][280/2640] lr: 1.000e-02, eta: 18:51:31, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.4898, top5_acc: 0.7664, loss_cls: 2.0319, loss: 2.0319, grad_norm: 6.6606 2020-10-11 10:22:08,495 - mmaction - INFO - Epoch [20][300/2640] lr: 1.000e-02, eta: 18:51:15, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.5320, top5_acc: 0.7727, loss_cls: 1.9460, loss: 1.9460, grad_norm: 6.2140 2020-10-11 10:22:25,059 - mmaction - INFO - Epoch [20][320/2640] lr: 1.000e-02, eta: 18:50:58, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7680, loss_cls: 1.9982, loss: 1.9982, grad_norm: 6.1675 2020-10-11 10:22:41,618 - mmaction - INFO - Epoch [20][340/2640] lr: 1.000e-02, eta: 18:50:41, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7648, loss_cls: 1.9395, loss: 1.9395, grad_norm: 6.4611 2020-10-11 10:22:58,013 - mmaction - INFO - Epoch [20][360/2640] lr: 1.000e-02, eta: 18:50:24, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7680, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.5159 2020-10-11 10:23:14,632 - mmaction - INFO - Epoch [20][380/2640] lr: 1.000e-02, eta: 18:50:07, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.0307, loss: 2.0307, grad_norm: 6.4912 2020-10-11 10:23:31,305 - mmaction - INFO - Epoch [20][400/2640] lr: 1.000e-02, eta: 18:49:51, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.5227, top5_acc: 0.7836, loss_cls: 1.8917, loss: 1.8917, grad_norm: 5.9329 2020-10-11 10:23:47,851 - mmaction - INFO - Epoch [20][420/2640] lr: 1.000e-02, eta: 18:49:34, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.5227, top5_acc: 0.7797, loss_cls: 1.9305, loss: 1.9305, grad_norm: 6.2795 2020-10-11 10:24:04,592 - mmaction - INFO - Epoch [20][440/2640] lr: 1.000e-02, eta: 18:49:17, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7758, loss_cls: 1.9881, loss: 1.9881, grad_norm: 6.3107 2020-10-11 10:24:21,122 - mmaction - INFO - Epoch [20][460/2640] lr: 1.000e-02, eta: 18:49:01, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7859, loss_cls: 1.9143, loss: 1.9143, grad_norm: 6.3600 2020-10-11 10:24:37,762 - mmaction - INFO - Epoch [20][480/2640] lr: 1.000e-02, eta: 18:48:44, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7906, loss_cls: 1.8912, loss: 1.8912, grad_norm: 6.1793 2020-10-11 10:24:54,129 - mmaction - INFO - Epoch [20][500/2640] lr: 1.000e-02, eta: 18:48:27, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7750, loss_cls: 1.9836, loss: 1.9836, grad_norm: 6.8494 2020-10-11 10:25:10,821 - mmaction - INFO - Epoch [20][520/2640] lr: 1.000e-02, eta: 18:48:10, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7609, loss_cls: 2.0184, loss: 2.0184, grad_norm: 6.1824 2020-10-11 10:25:27,276 - mmaction - INFO - Epoch [20][540/2640] lr: 1.000e-02, eta: 18:47:53, time: 0.826, data_time: 0.007, memory: 9800, top1_acc: 0.5367, top5_acc: 0.7711, loss_cls: 1.9655, loss: 1.9655, grad_norm: 6.2390 2020-10-11 10:25:43,689 - mmaction - INFO - Epoch [20][560/2640] lr: 1.000e-02, eta: 18:47:36, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7727, loss_cls: 2.0030, loss: 2.0030, grad_norm: 6.6383 2020-10-11 10:26:00,068 - mmaction - INFO - Epoch [20][580/2640] lr: 1.000e-02, eta: 18:47:19, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5250, top5_acc: 0.7664, loss_cls: 1.9712, loss: 1.9712, grad_norm: 6.5019 2020-10-11 10:26:16,714 - mmaction - INFO - Epoch [20][600/2640] lr: 1.000e-02, eta: 18:47:03, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.5039, top5_acc: 0.7594, loss_cls: 2.0348, loss: 2.0348, grad_norm: 6.2866 2020-10-11 10:26:33,266 - mmaction - INFO - Epoch [20][620/2640] lr: 1.000e-02, eta: 18:46:46, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 1.9672, loss: 1.9672, grad_norm: 6.2713 2020-10-11 10:26:49,846 - mmaction - INFO - Epoch [20][640/2640] lr: 1.000e-02, eta: 18:46:29, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.5344, top5_acc: 0.7922, loss_cls: 1.8466, loss: 1.8466, grad_norm: 6.0879 2020-10-11 10:27:06,467 - mmaction - INFO - Epoch [20][660/2640] lr: 1.000e-02, eta: 18:46:12, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.0440, loss: 2.0440, grad_norm: 6.2197 2020-10-11 10:27:23,017 - mmaction - INFO - Epoch [20][680/2640] lr: 1.000e-02, eta: 18:45:56, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7695, loss_cls: 1.9497, loss: 1.9497, grad_norm: 6.3929 2020-10-11 10:27:39,590 - mmaction - INFO - Epoch [20][700/2640] lr: 1.000e-02, eta: 18:45:39, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7812, loss_cls: 1.9520, loss: 1.9520, grad_norm: 6.6739 2020-10-11 10:27:56,014 - mmaction - INFO - Epoch [20][720/2640] lr: 1.000e-02, eta: 18:45:22, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.5289, top5_acc: 0.7773, loss_cls: 1.9251, loss: 1.9251, grad_norm: 6.1827 2020-10-11 10:28:12,634 - mmaction - INFO - Epoch [20][740/2640] lr: 1.000e-02, eta: 18:45:05, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7930, loss_cls: 1.9132, loss: 1.9132, grad_norm: 6.2820 2020-10-11 10:28:29,177 - mmaction - INFO - Epoch [20][760/2640] lr: 1.000e-02, eta: 18:44:48, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7836, loss_cls: 1.9547, loss: 1.9547, grad_norm: 6.5980 2020-10-11 10:28:45,803 - mmaction - INFO - Epoch [20][780/2640] lr: 1.000e-02, eta: 18:44:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7773, loss_cls: 1.9330, loss: 1.9330, grad_norm: 6.4932 2020-10-11 10:29:02,442 - mmaction - INFO - Epoch [20][800/2640] lr: 1.000e-02, eta: 18:44:15, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 1.9619, loss: 1.9619, grad_norm: 6.5390 2020-10-11 10:29:19,006 - mmaction - INFO - Epoch [20][820/2640] lr: 1.000e-02, eta: 18:43:58, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7664, loss_cls: 1.9149, loss: 1.9149, grad_norm: 6.3622 2020-10-11 10:29:35,554 - mmaction - INFO - Epoch [20][840/2640] lr: 1.000e-02, eta: 18:43:41, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7773, loss_cls: 1.9789, loss: 1.9789, grad_norm: 6.3395 2020-10-11 10:29:52,124 - mmaction - INFO - Epoch [20][860/2640] lr: 1.000e-02, eta: 18:43:25, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7648, loss_cls: 2.0427, loss: 2.0427, grad_norm: 6.5326 2020-10-11 10:30:08,842 - mmaction - INFO - Epoch [20][880/2640] lr: 1.000e-02, eta: 18:43:08, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.5211, top5_acc: 0.7680, loss_cls: 2.0152, loss: 2.0152, grad_norm: 6.1662 2020-10-11 10:30:25,483 - mmaction - INFO - Epoch [20][900/2640] lr: 1.000e-02, eta: 18:42:51, time: 0.833, data_time: 0.002, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7797, loss_cls: 1.9784, loss: 1.9784, grad_norm: 6.8325 2020-10-11 10:30:42,090 - mmaction - INFO - Epoch [20][920/2640] lr: 1.000e-02, eta: 18:42:35, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5312, top5_acc: 0.7906, loss_cls: 1.9265, loss: 1.9265, grad_norm: 6.3474 2020-10-11 10:30:58,466 - mmaction - INFO - Epoch [20][940/2640] lr: 1.000e-02, eta: 18:42:18, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.4875, top5_acc: 0.7742, loss_cls: 2.0146, loss: 2.0146, grad_norm: 6.7751 2020-10-11 10:31:15,132 - mmaction - INFO - Epoch [20][960/2640] lr: 1.000e-02, eta: 18:42:01, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7688, loss_cls: 1.9629, loss: 1.9629, grad_norm: 6.2317 2020-10-11 10:31:31,635 - mmaction - INFO - Epoch [20][980/2640] lr: 1.000e-02, eta: 18:41:44, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7734, loss_cls: 1.9665, loss: 1.9665, grad_norm: 6.6207 2020-10-11 10:31:48,316 - mmaction - INFO - Epoch [20][1000/2640] lr: 1.000e-02, eta: 18:41:27, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.4906, top5_acc: 0.7609, loss_cls: 2.0473, loss: 2.0473, grad_norm: 6.2936 2020-10-11 10:32:04,854 - mmaction - INFO - Epoch [20][1020/2640] lr: 1.000e-02, eta: 18:41:11, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5281, top5_acc: 0.7594, loss_cls: 2.0214, loss: 2.0214, grad_norm: 6.2440 2020-10-11 10:32:21,450 - mmaction - INFO - Epoch [20][1040/2640] lr: 1.000e-02, eta: 18:40:54, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.4883, top5_acc: 0.7641, loss_cls: 1.9872, loss: 1.9872, grad_norm: 6.5054 2020-10-11 10:32:38,205 - mmaction - INFO - Epoch [20][1060/2640] lr: 1.000e-02, eta: 18:40:37, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 1.9969, loss: 1.9969, grad_norm: 6.1405 2020-10-11 10:32:54,586 - mmaction - INFO - Epoch [20][1080/2640] lr: 1.000e-02, eta: 18:40:20, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7617, loss_cls: 2.0116, loss: 2.0116, grad_norm: 6.3957 2020-10-11 10:33:11,213 - mmaction - INFO - Epoch [20][1100/2640] lr: 1.000e-02, eta: 18:40:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7617, loss_cls: 2.0311, loss: 2.0311, grad_norm: 6.3591 2020-10-11 10:33:27,785 - mmaction - INFO - Epoch [20][1120/2640] lr: 1.000e-02, eta: 18:39:47, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5094, top5_acc: 0.7789, loss_cls: 1.9719, loss: 1.9719, grad_norm: 6.1503 2020-10-11 10:33:44,366 - mmaction - INFO - Epoch [20][1140/2640] lr: 1.000e-02, eta: 18:39:30, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7719, loss_cls: 1.9903, loss: 1.9903, grad_norm: 6.2900 2020-10-11 10:34:00,968 - mmaction - INFO - Epoch [20][1160/2640] lr: 1.000e-02, eta: 18:39:13, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7766, loss_cls: 1.9514, loss: 1.9514, grad_norm: 6.3753 2020-10-11 10:34:17,549 - mmaction - INFO - Epoch [20][1180/2640] lr: 1.000e-02, eta: 18:38:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7750, loss_cls: 2.0078, loss: 2.0078, grad_norm: 6.4297 2020-10-11 10:34:34,200 - mmaction - INFO - Epoch [20][1200/2640] lr: 1.000e-02, eta: 18:38:40, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7672, loss_cls: 1.9580, loss: 1.9580, grad_norm: 6.3253 2020-10-11 10:34:50,723 - mmaction - INFO - Epoch [20][1220/2640] lr: 1.000e-02, eta: 18:38:23, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5273, top5_acc: 0.7891, loss_cls: 1.9421, loss: 1.9421, grad_norm: 6.2316 2020-10-11 10:35:07,511 - mmaction - INFO - Epoch [20][1240/2640] lr: 1.000e-02, eta: 18:38:07, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.0107, loss: 2.0107, grad_norm: 6.3257 2020-10-11 10:35:24,033 - mmaction - INFO - Epoch [20][1260/2640] lr: 1.000e-02, eta: 18:37:50, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7695, loss_cls: 1.9420, loss: 1.9420, grad_norm: 6.5030 2020-10-11 10:35:40,510 - mmaction - INFO - Epoch [20][1280/2640] lr: 1.000e-02, eta: 18:37:33, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.5180, top5_acc: 0.7875, loss_cls: 1.9286, loss: 1.9286, grad_norm: 6.2675 2020-10-11 10:35:56,898 - mmaction - INFO - Epoch [20][1300/2640] lr: 1.000e-02, eta: 18:37:16, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.0600, loss: 2.0600, grad_norm: 6.3744 2020-10-11 10:36:13,514 - mmaction - INFO - Epoch [20][1320/2640] lr: 1.000e-02, eta: 18:36:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7609, loss_cls: 2.0265, loss: 2.0265, grad_norm: 6.2781 2020-10-11 10:36:30,231 - mmaction - INFO - Epoch [20][1340/2640] lr: 1.000e-02, eta: 18:36:43, time: 0.838, data_time: 0.007, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7602, loss_cls: 2.0013, loss: 2.0013, grad_norm: 6.3263 2020-10-11 10:36:46,884 - mmaction - INFO - Epoch [20][1360/2640] lr: 1.000e-02, eta: 18:36:26, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7594, loss_cls: 2.0589, loss: 2.0589, grad_norm: 6.3103 2020-10-11 10:37:03,448 - mmaction - INFO - Epoch [20][1380/2640] lr: 1.000e-02, eta: 18:36:09, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4828, top5_acc: 0.7719, loss_cls: 2.0505, loss: 2.0505, grad_norm: 6.4106 2020-10-11 10:37:20,088 - mmaction - INFO - Epoch [20][1400/2640] lr: 1.000e-02, eta: 18:35:53, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5062, top5_acc: 0.7492, loss_cls: 2.0665, loss: 2.0665, grad_norm: 6.4762 2020-10-11 10:37:37,080 - mmaction - INFO - Epoch [20][1420/2640] lr: 1.000e-02, eta: 18:35:37, time: 0.852, data_time: 0.006, memory: 9800, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.0537, loss: 2.0537, grad_norm: 6.3066 2020-10-11 10:37:53,604 - mmaction - INFO - Epoch [20][1440/2640] lr: 1.000e-02, eta: 18:35:20, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7930, loss_cls: 1.9354, loss: 1.9354, grad_norm: 6.3126 2020-10-11 10:38:10,234 - mmaction - INFO - Epoch [20][1460/2640] lr: 1.000e-02, eta: 18:35:03, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7648, loss_cls: 1.9988, loss: 1.9988, grad_norm: 6.3264 2020-10-11 10:38:26,803 - mmaction - INFO - Epoch [20][1480/2640] lr: 1.000e-02, eta: 18:34:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7703, loss_cls: 2.0031, loss: 2.0031, grad_norm: 6.4829 2020-10-11 10:38:43,588 - mmaction - INFO - Epoch [20][1500/2640] lr: 1.000e-02, eta: 18:34:30, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.5273, top5_acc: 0.7875, loss_cls: 1.9560, loss: 1.9560, grad_norm: 6.2783 2020-10-11 10:38:59,975 - mmaction - INFO - Epoch [20][1520/2640] lr: 1.000e-02, eta: 18:34:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7672, loss_cls: 1.9844, loss: 1.9844, grad_norm: 6.4613 2020-10-11 10:39:16,594 - mmaction - INFO - Epoch [20][1540/2640] lr: 1.000e-02, eta: 18:33:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7648, loss_cls: 1.9957, loss: 1.9957, grad_norm: 6.4006 2020-10-11 10:39:33,304 - mmaction - INFO - Epoch [20][1560/2640] lr: 1.000e-02, eta: 18:33:40, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7734, loss_cls: 2.0168, loss: 2.0168, grad_norm: 6.7449 2020-10-11 10:39:49,783 - mmaction - INFO - Epoch [20][1580/2640] lr: 1.000e-02, eta: 18:33:23, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7617, loss_cls: 1.9896, loss: 1.9896, grad_norm: 6.5155 2020-10-11 10:40:06,650 - mmaction - INFO - Epoch [20][1600/2640] lr: 1.000e-02, eta: 18:33:06, time: 0.846, data_time: 0.006, memory: 9800, top1_acc: 0.4852, top5_acc: 0.7500, loss_cls: 2.1337, loss: 2.1337, grad_norm: 6.3935 2020-10-11 10:40:23,115 - mmaction - INFO - Epoch [20][1620/2640] lr: 1.000e-02, eta: 18:32:49, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7570, loss_cls: 2.0495, loss: 2.0495, grad_norm: 6.4723 2020-10-11 10:40:39,743 - mmaction - INFO - Epoch [20][1640/2640] lr: 1.000e-02, eta: 18:32:33, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0113, loss: 2.0113, grad_norm: 6.3802 2020-10-11 10:40:56,163 - mmaction - INFO - Epoch [20][1660/2640] lr: 1.000e-02, eta: 18:32:16, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 1.9539, loss: 1.9539, grad_norm: 6.2778 2020-10-11 10:41:12,950 - mmaction - INFO - Epoch [20][1680/2640] lr: 1.000e-02, eta: 18:31:59, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7742, loss_cls: 1.9929, loss: 1.9929, grad_norm: 6.3351 2020-10-11 10:41:29,517 - mmaction - INFO - Epoch [20][1700/2640] lr: 1.000e-02, eta: 18:31:43, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7617, loss_cls: 1.9908, loss: 1.9908, grad_norm: 6.3590 2020-10-11 10:41:46,108 - mmaction - INFO - Epoch [20][1720/2640] lr: 1.000e-02, eta: 18:31:26, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5125, top5_acc: 0.7633, loss_cls: 2.0040, loss: 2.0040, grad_norm: 6.1826 2020-10-11 10:42:02,676 - mmaction - INFO - Epoch [20][1740/2640] lr: 1.000e-02, eta: 18:31:09, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4813, top5_acc: 0.7562, loss_cls: 2.0474, loss: 2.0474, grad_norm: 6.1833 2020-10-11 10:42:19,280 - mmaction - INFO - Epoch [20][1760/2640] lr: 1.000e-02, eta: 18:30:52, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5195, top5_acc: 0.7672, loss_cls: 1.9408, loss: 1.9408, grad_norm: 6.5536 2020-10-11 10:42:35,852 - mmaction - INFO - Epoch [20][1780/2640] lr: 1.000e-02, eta: 18:30:36, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7820, loss_cls: 1.9600, loss: 1.9600, grad_norm: 6.2595 2020-10-11 10:42:52,238 - mmaction - INFO - Epoch [20][1800/2640] lr: 1.000e-02, eta: 18:30:19, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5383, top5_acc: 0.7750, loss_cls: 1.9045, loss: 1.9045, grad_norm: 6.2906 2020-10-11 10:43:08,876 - mmaction - INFO - Epoch [20][1820/2640] lr: 1.000e-02, eta: 18:30:02, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5320, top5_acc: 0.8000, loss_cls: 1.8712, loss: 1.8712, grad_norm: 6.1171 2020-10-11 10:43:25,444 - mmaction - INFO - Epoch [20][1840/2640] lr: 1.000e-02, eta: 18:29:45, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 1.9944, loss: 1.9944, grad_norm: 6.4350 2020-10-11 10:43:42,204 - mmaction - INFO - Epoch [20][1860/2640] lr: 1.000e-02, eta: 18:29:29, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.5242, top5_acc: 0.7727, loss_cls: 1.9590, loss: 1.9590, grad_norm: 6.3583 2020-10-11 10:43:58,610 - mmaction - INFO - Epoch [20][1880/2640] lr: 1.000e-02, eta: 18:29:12, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7633, loss_cls: 2.0128, loss: 2.0128, grad_norm: 6.3662 2020-10-11 10:44:15,446 - mmaction - INFO - Epoch [20][1900/2640] lr: 1.000e-02, eta: 18:28:55, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7695, loss_cls: 2.0045, loss: 2.0045, grad_norm: 6.5849 2020-10-11 10:44:32,006 - mmaction - INFO - Epoch [20][1920/2640] lr: 1.000e-02, eta: 18:28:38, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7555, loss_cls: 2.0692, loss: 2.0692, grad_norm: 6.2758 2020-10-11 10:44:48,628 - mmaction - INFO - Epoch [20][1940/2640] lr: 1.000e-02, eta: 18:28:22, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5055, top5_acc: 0.7695, loss_cls: 2.0070, loss: 2.0070, grad_norm: 6.4490 2020-10-11 10:45:05,173 - mmaction - INFO - Epoch [20][1960/2640] lr: 1.000e-02, eta: 18:28:05, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.4773, top5_acc: 0.7523, loss_cls: 2.1490, loss: 2.1490, grad_norm: 6.4449 2020-10-11 10:45:21,732 - mmaction - INFO - Epoch [20][1980/2640] lr: 1.000e-02, eta: 18:27:48, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7688, loss_cls: 1.9795, loss: 1.9795, grad_norm: 6.1493 2020-10-11 10:45:38,325 - mmaction - INFO - Epoch [20][2000/2640] lr: 1.000e-02, eta: 18:27:31, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.5102, top5_acc: 0.7656, loss_cls: 1.9982, loss: 1.9982, grad_norm: 6.1910 2020-10-11 10:45:54,716 - mmaction - INFO - Epoch [20][2020/2640] lr: 1.000e-02, eta: 18:27:14, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.5086, top5_acc: 0.7609, loss_cls: 1.9887, loss: 1.9887, grad_norm: 6.1969 2020-10-11 10:46:11,373 - mmaction - INFO - Epoch [20][2040/2640] lr: 1.000e-02, eta: 18:26:58, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.0800, loss: 2.0800, grad_norm: 6.2574 2020-10-11 10:46:27,942 - mmaction - INFO - Epoch [20][2060/2640] lr: 1.000e-02, eta: 18:26:41, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.5398, top5_acc: 0.7898, loss_cls: 1.9050, loss: 1.9050, grad_norm: 6.0387 2020-10-11 10:46:44,676 - mmaction - INFO - Epoch [20][2080/2640] lr: 1.000e-02, eta: 18:26:25, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9292, loss: 1.9292, grad_norm: 6.2699 2020-10-11 10:47:01,097 - mmaction - INFO - Epoch [20][2100/2640] lr: 1.000e-02, eta: 18:26:08, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7891, loss_cls: 1.8738, loss: 1.8738, grad_norm: 6.5636 2020-10-11 10:47:17,715 - mmaction - INFO - Epoch [20][2120/2640] lr: 1.000e-02, eta: 18:25:51, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5078, top5_acc: 0.7820, loss_cls: 1.9854, loss: 1.9854, grad_norm: 6.3822 2020-10-11 10:47:34,270 - mmaction - INFO - Epoch [20][2140/2640] lr: 1.000e-02, eta: 18:25:34, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7789, loss_cls: 1.9494, loss: 1.9494, grad_norm: 6.2060 2020-10-11 10:47:50,779 - mmaction - INFO - Epoch [20][2160/2640] lr: 1.000e-02, eta: 18:25:17, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.5211, top5_acc: 0.7797, loss_cls: 1.9180, loss: 1.9180, grad_norm: 6.4760 2020-10-11 10:48:07,372 - mmaction - INFO - Epoch [20][2180/2640] lr: 1.000e-02, eta: 18:25:00, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.4992, top5_acc: 0.7531, loss_cls: 2.0372, loss: 2.0372, grad_norm: 6.3767 2020-10-11 10:48:23,831 - mmaction - INFO - Epoch [20][2200/2640] lr: 1.000e-02, eta: 18:24:44, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7953, loss_cls: 1.9228, loss: 1.9228, grad_norm: 6.3150 2020-10-11 10:48:40,549 - mmaction - INFO - Epoch [20][2220/2640] lr: 1.000e-02, eta: 18:24:27, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.5148, top5_acc: 0.7688, loss_cls: 1.9325, loss: 1.9325, grad_norm: 6.3334 2020-10-11 10:48:56,972 - mmaction - INFO - Epoch [20][2240/2640] lr: 1.000e-02, eta: 18:24:10, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.5227, top5_acc: 0.7875, loss_cls: 1.9045, loss: 1.9045, grad_norm: 6.1298 2020-10-11 10:49:13,633 - mmaction - INFO - Epoch [20][2260/2640] lr: 1.000e-02, eta: 18:23:53, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7688, loss_cls: 1.9945, loss: 1.9945, grad_norm: 6.7097 2020-10-11 10:49:30,181 - mmaction - INFO - Epoch [20][2280/2640] lr: 1.000e-02, eta: 18:23:37, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.4922, top5_acc: 0.7688, loss_cls: 2.0539, loss: 2.0539, grad_norm: 6.1259 2020-10-11 10:49:46,805 - mmaction - INFO - Epoch [20][2300/2640] lr: 1.000e-02, eta: 18:23:20, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.4820, top5_acc: 0.7594, loss_cls: 2.0754, loss: 2.0754, grad_norm: 6.2671 2020-10-11 10:50:03,367 - mmaction - INFO - Epoch [20][2320/2640] lr: 1.000e-02, eta: 18:23:03, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.4945, top5_acc: 0.7602, loss_cls: 1.9936, loss: 1.9936, grad_norm: 6.4525 2020-10-11 10:50:19,941 - mmaction - INFO - Epoch [20][2340/2640] lr: 1.000e-02, eta: 18:22:46, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.4953, top5_acc: 0.7742, loss_cls: 2.0043, loss: 2.0043, grad_norm: 6.5001 2020-10-11 10:50:36,751 - mmaction - INFO - Epoch [20][2360/2640] lr: 1.000e-02, eta: 18:22:30, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.4969, top5_acc: 0.7633, loss_cls: 2.0002, loss: 2.0002, grad_norm: 6.2008 2020-10-11 10:50:53,145 - mmaction - INFO - Epoch [20][2380/2640] lr: 1.000e-02, eta: 18:22:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5133, top5_acc: 0.7820, loss_cls: 1.9603, loss: 1.9603, grad_norm: 6.1889 2020-10-11 10:51:09,773 - mmaction - INFO - Epoch [20][2400/2640] lr: 1.000e-02, eta: 18:21:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5344, top5_acc: 0.7812, loss_cls: 1.8724, loss: 1.8724, grad_norm: 6.1617 2020-10-11 10:51:26,349 - mmaction - INFO - Epoch [20][2420/2640] lr: 1.000e-02, eta: 18:21:40, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.4984, top5_acc: 0.7656, loss_cls: 2.0505, loss: 2.0505, grad_norm: 6.5680 2020-10-11 10:51:43,111 - mmaction - INFO - Epoch [20][2440/2640] lr: 1.000e-02, eta: 18:21:23, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.5016, top5_acc: 0.7898, loss_cls: 1.9758, loss: 1.9758, grad_norm: 6.6003 2020-10-11 10:51:59,515 - mmaction - INFO - Epoch [20][2460/2640] lr: 1.000e-02, eta: 18:21:06, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.4930, top5_acc: 0.7633, loss_cls: 2.0455, loss: 2.0455, grad_norm: 6.6621 2020-10-11 10:52:16,122 - mmaction - INFO - Epoch [20][2480/2640] lr: 1.000e-02, eta: 18:20:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.5008, top5_acc: 0.7672, loss_cls: 2.0459, loss: 2.0459, grad_norm: 6.4062 2020-10-11 10:52:32,728 - mmaction - INFO - Epoch [20][2500/2640] lr: 1.000e-02, eta: 18:20:33, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.4977, top5_acc: 0.7641, loss_cls: 2.0032, loss: 2.0032, grad_norm: 6.3856 2020-10-11 10:52:49,290 - mmaction - INFO - Epoch [20][2520/2640] lr: 1.000e-02, eta: 18:20:16, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5047, top5_acc: 0.7836, loss_cls: 1.9344, loss: 1.9344, grad_norm: 6.3250 2020-10-11 10:53:06,002 - mmaction - INFO - Epoch [20][2540/2640] lr: 1.000e-02, eta: 18:19:59, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.5070, top5_acc: 0.7773, loss_cls: 2.0201, loss: 2.0201, grad_norm: 6.3966 2020-10-11 10:53:22,507 - mmaction - INFO - Epoch [20][2560/2640] lr: 1.000e-02, eta: 18:19:43, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.5234, top5_acc: 0.7805, loss_cls: 1.9319, loss: 1.9319, grad_norm: 6.1609 2020-10-11 10:53:39,232 - mmaction - INFO - Epoch [20][2580/2640] lr: 1.000e-02, eta: 18:19:26, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.5156, top5_acc: 0.7742, loss_cls: 1.9754, loss: 1.9754, grad_norm: 6.4452 2020-10-11 10:53:55,612 - mmaction - INFO - Epoch [20][2600/2640] lr: 1.000e-02, eta: 18:19:09, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5164, top5_acc: 0.7680, loss_cls: 2.0061, loss: 2.0061, grad_norm: 6.4488 2020-10-11 10:54:12,257 - mmaction - INFO - Epoch [20][2620/2640] lr: 1.000e-02, eta: 18:18:52, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.5117, top5_acc: 0.7836, loss_cls: 1.9192, loss: 1.9192, grad_norm: 6.4469 2020-10-11 10:54:28,311 - mmaction - INFO - Epoch [20][2640/2640] lr: 1.000e-02, eta: 18:18:35, time: 0.805, data_time: 0.006, memory: 9800, top1_acc: 0.5153, top5_acc: 0.7718, loss_cls: 1.9528, loss: 1.9528, grad_norm: 6.0459 2020-10-11 10:54:28,566 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-11 10:54:55,229 - mmaction - INFO - Epoch [21][20/2640] lr: 1.000e-03, eta: 18:18:29, time: 1.207, data_time: 0.379, memory: 9800, top1_acc: 0.5031, top5_acc: 0.7852, loss_cls: 1.9642, loss: 1.9642, grad_norm: 5.9317 2020-10-11 10:55:11,702 - mmaction - INFO - Epoch [21][40/2640] lr: 1.000e-03, eta: 18:18:12, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.5289, top5_acc: 0.7937, loss_cls: 1.8550, loss: 1.8550, grad_norm: 5.9175 2020-10-11 10:55:28,209 - mmaction - INFO - Epoch [21][60/2640] lr: 1.000e-03, eta: 18:17:56, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.5516, top5_acc: 0.7852, loss_cls: 1.8535, loss: 1.8535, grad_norm: 5.9086 2020-10-11 10:55:44,775 - mmaction - INFO - Epoch [21][80/2640] lr: 1.000e-03, eta: 18:17:39, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.7832, loss: 1.7832, grad_norm: 5.7635 2020-10-11 10:56:01,146 - mmaction - INFO - Epoch [21][100/2640] lr: 1.000e-03, eta: 18:17:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.5609, top5_acc: 0.8211, loss_cls: 1.7130, loss: 1.7130, grad_norm: 5.9302 2020-10-11 10:56:17,591 - mmaction - INFO - Epoch [21][120/2640] lr: 1.000e-03, eta: 18:17:05, time: 0.821, data_time: 0.001, memory: 9800, top1_acc: 0.5906, top5_acc: 0.8109, loss_cls: 1.6929, loss: 1.6929, grad_norm: 5.8370 2020-10-11 10:56:34,223 - mmaction - INFO - Epoch [21][140/2640] lr: 1.000e-03, eta: 18:16:48, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.5813, top5_acc: 0.8273, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.9367 2020-10-11 10:56:50,860 - mmaction - INFO - Epoch [21][160/2640] lr: 1.000e-03, eta: 18:16:31, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.5844, top5_acc: 0.8180, loss_cls: 1.6689, loss: 1.6689, grad_norm: 6.1161 2020-10-11 10:57:07,509 - mmaction - INFO - Epoch [21][180/2640] lr: 1.000e-03, eta: 18:16:15, time: 0.832, data_time: 0.003, memory: 9800, top1_acc: 0.5742, top5_acc: 0.8250, loss_cls: 1.6386, loss: 1.6386, grad_norm: 5.9125 2020-10-11 10:57:24,030 - mmaction - INFO - Epoch [21][200/2640] lr: 1.000e-03, eta: 18:15:58, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.5859, top5_acc: 0.8258, loss_cls: 1.6476, loss: 1.6476, grad_norm: 6.0921 2020-10-11 10:57:40,723 - mmaction - INFO - Epoch [21][220/2640] lr: 1.000e-03, eta: 18:15:41, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.5898, top5_acc: 0.8203, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.9572 2020-10-11 10:57:57,210 - mmaction - INFO - Epoch [21][240/2640] lr: 1.000e-03, eta: 18:15:25, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.5648, top5_acc: 0.8063, loss_cls: 1.7365, loss: 1.7365, grad_norm: 6.2172 2020-10-11 10:58:13,904 - mmaction - INFO - Epoch [21][260/2640] lr: 1.000e-03, eta: 18:15:08, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.5930, top5_acc: 0.8227, loss_cls: 1.6208, loss: 1.6208, grad_norm: 5.9859 2020-10-11 10:58:30,503 - mmaction - INFO - Epoch [21][280/2640] lr: 1.000e-03, eta: 18:14:51, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5719, top5_acc: 0.8187, loss_cls: 1.6840, loss: 1.6840, grad_norm: 6.1046 2020-10-11 10:58:47,101 - mmaction - INFO - Epoch [21][300/2640] lr: 1.000e-03, eta: 18:14:35, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5867, top5_acc: 0.8172, loss_cls: 1.6556, loss: 1.6556, grad_norm: 6.0038 2020-10-11 10:59:03,636 - mmaction - INFO - Epoch [21][320/2640] lr: 1.000e-03, eta: 18:14:18, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6174, loss: 1.6174, grad_norm: 5.9502 2020-10-11 10:59:20,275 - mmaction - INFO - Epoch [21][340/2640] lr: 1.000e-03, eta: 18:14:01, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.5977, top5_acc: 0.8250, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.9795 2020-10-11 10:59:36,849 - mmaction - INFO - Epoch [21][360/2640] lr: 1.000e-03, eta: 18:13:44, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.5711, top5_acc: 0.8156, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.9941 2020-10-11 10:59:53,212 - mmaction - INFO - Epoch [21][380/2640] lr: 1.000e-03, eta: 18:13:27, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5687, top5_acc: 0.8117, loss_cls: 1.6627, loss: 1.6627, grad_norm: 6.2397 2020-10-11 11:00:12,960 - mmaction - INFO - Epoch [21][400/2640] lr: 1.000e-03, eta: 18:13:15, time: 0.968, data_time: 0.004, memory: 9800, top1_acc: 0.5961, top5_acc: 0.8383, loss_cls: 1.5647, loss: 1.5647, grad_norm: 5.9917 2020-10-11 11:00:29,650 - mmaction - INFO - Epoch [21][420/2640] lr: 1.000e-03, eta: 18:12:59, time: 0.854, data_time: 0.031, memory: 9800, top1_acc: 0.6031, top5_acc: 0.8336, loss_cls: 1.5589, loss: 1.5589, grad_norm: 6.1865 2020-10-11 11:00:46,272 - mmaction - INFO - Epoch [21][440/2640] lr: 1.000e-03, eta: 18:12:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5773, top5_acc: 0.8273, loss_cls: 1.6222, loss: 1.6222, grad_norm: 6.1027 2020-10-11 11:01:02,835 - mmaction - INFO - Epoch [21][460/2640] lr: 1.000e-03, eta: 18:12:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5805, top5_acc: 0.8164, loss_cls: 1.6478, loss: 1.6478, grad_norm: 6.1924 2020-10-11 11:01:19,468 - mmaction - INFO - Epoch [21][480/2640] lr: 1.000e-03, eta: 18:12:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.5872, loss: 1.5872, grad_norm: 6.1515 2020-10-11 11:01:36,113 - mmaction - INFO - Epoch [21][500/2640] lr: 1.000e-03, eta: 18:11:52, time: 0.835, data_time: 0.007, memory: 9800, top1_acc: 0.6133, top5_acc: 0.8359, loss_cls: 1.5369, loss: 1.5369, grad_norm: 6.0973 2020-10-11 11:01:52,722 - mmaction - INFO - Epoch [21][520/2640] lr: 1.000e-03, eta: 18:11:35, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.5914, top5_acc: 0.8219, loss_cls: 1.6182, loss: 1.6182, grad_norm: 6.3502 2020-10-11 11:02:09,228 - mmaction - INFO - Epoch [21][540/2640] lr: 1.000e-03, eta: 18:11:18, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6039, top5_acc: 0.8297, loss_cls: 1.5636, loss: 1.5636, grad_norm: 6.2788 2020-10-11 11:02:25,773 - mmaction - INFO - Epoch [21][560/2640] lr: 1.000e-03, eta: 18:11:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6078, top5_acc: 0.8023, loss_cls: 1.6541, loss: 1.6541, grad_norm: 6.3263 2020-10-11 11:02:42,516 - mmaction - INFO - Epoch [21][580/2640] lr: 1.000e-03, eta: 18:10:45, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6047, top5_acc: 0.8453, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.0864 2020-10-11 11:02:58,971 - mmaction - INFO - Epoch [21][600/2640] lr: 1.000e-03, eta: 18:10:28, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.5938, top5_acc: 0.8219, loss_cls: 1.6162, loss: 1.6162, grad_norm: 6.3161 2020-10-11 11:03:15,513 - mmaction - INFO - Epoch [21][620/2640] lr: 1.000e-03, eta: 18:10:11, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6023, top5_acc: 0.8367, loss_cls: 1.5437, loss: 1.5437, grad_norm: 5.9265 2020-10-11 11:03:31,944 - mmaction - INFO - Epoch [21][640/2640] lr: 1.000e-03, eta: 18:09:54, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.5984, top5_acc: 0.8219, loss_cls: 1.5763, loss: 1.5763, grad_norm: 6.1275 2020-10-11 11:03:48,329 - mmaction - INFO - Epoch [21][660/2640] lr: 1.000e-03, eta: 18:09:37, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6070, top5_acc: 0.8406, loss_cls: 1.5404, loss: 1.5404, grad_norm: 6.0459 2020-10-11 11:04:04,963 - mmaction - INFO - Epoch [21][680/2640] lr: 1.000e-03, eta: 18:09:20, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6070, top5_acc: 0.8320, loss_cls: 1.5648, loss: 1.5648, grad_norm: 6.3886 2020-10-11 11:04:21,510 - mmaction - INFO - Epoch [21][700/2640] lr: 1.000e-03, eta: 18:09:04, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6031, top5_acc: 0.8383, loss_cls: 1.5428, loss: 1.5428, grad_norm: 6.1599 2020-10-11 11:04:38,092 - mmaction - INFO - Epoch [21][720/2640] lr: 1.000e-03, eta: 18:08:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8516, loss_cls: 1.4573, loss: 1.4573, grad_norm: 5.9772 2020-10-11 11:04:54,680 - mmaction - INFO - Epoch [21][740/2640] lr: 1.000e-03, eta: 18:08:30, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8336, loss_cls: 1.5499, loss: 1.5499, grad_norm: 6.2749 2020-10-11 11:05:11,338 - mmaction - INFO - Epoch [21][760/2640] lr: 1.000e-03, eta: 18:08:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5883, top5_acc: 0.8313, loss_cls: 1.5853, loss: 1.5853, grad_norm: 6.3176 2020-10-11 11:05:27,865 - mmaction - INFO - Epoch [21][780/2640] lr: 1.000e-03, eta: 18:07:57, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5820, top5_acc: 0.8187, loss_cls: 1.6245, loss: 1.6245, grad_norm: 6.3712 2020-10-11 11:05:44,536 - mmaction - INFO - Epoch [21][800/2640] lr: 1.000e-03, eta: 18:07:40, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6148, top5_acc: 0.8531, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.0892 2020-10-11 11:06:01,042 - mmaction - INFO - Epoch [21][820/2640] lr: 1.000e-03, eta: 18:07:23, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6062, top5_acc: 0.8438, loss_cls: 1.5459, loss: 1.5459, grad_norm: 6.4774 2020-10-11 11:06:17,683 - mmaction - INFO - Epoch [21][840/2640] lr: 1.000e-03, eta: 18:07:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5859, top5_acc: 0.8242, loss_cls: 1.6004, loss: 1.6004, grad_norm: 6.3297 2020-10-11 11:06:34,246 - mmaction - INFO - Epoch [21][860/2640] lr: 1.000e-03, eta: 18:06:50, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.5914, top5_acc: 0.8133, loss_cls: 1.6153, loss: 1.6153, grad_norm: 6.2698 2020-10-11 11:06:50,823 - mmaction - INFO - Epoch [21][880/2640] lr: 1.000e-03, eta: 18:06:33, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.6125, top5_acc: 0.8305, loss_cls: 1.5185, loss: 1.5185, grad_norm: 6.0506 2020-10-11 11:07:07,422 - mmaction - INFO - Epoch [21][900/2640] lr: 1.000e-03, eta: 18:06:16, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5448, loss: 1.5448, grad_norm: 6.3898 2020-10-11 11:07:24,008 - mmaction - INFO - Epoch [21][920/2640] lr: 1.000e-03, eta: 18:06:00, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.5875, top5_acc: 0.8305, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.4518 2020-10-11 11:07:40,706 - mmaction - INFO - Epoch [21][940/2640] lr: 1.000e-03, eta: 18:05:43, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6016, top5_acc: 0.8430, loss_cls: 1.5101, loss: 1.5101, grad_norm: 6.2682 2020-10-11 11:07:57,252 - mmaction - INFO - Epoch [21][960/2640] lr: 1.000e-03, eta: 18:05:26, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6031, top5_acc: 0.8398, loss_cls: 1.5455, loss: 1.5455, grad_norm: 6.4042 2020-10-11 11:08:13,799 - mmaction - INFO - Epoch [21][980/2640] lr: 1.000e-03, eta: 18:05:09, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6000, top5_acc: 0.8469, loss_cls: 1.5273, loss: 1.5273, grad_norm: 6.1917 2020-10-11 11:08:30,337 - mmaction - INFO - Epoch [21][1000/2640] lr: 1.000e-03, eta: 18:04:53, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6078, top5_acc: 0.8500, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.3394 2020-10-11 11:08:46,975 - mmaction - INFO - Epoch [21][1020/2640] lr: 1.000e-03, eta: 18:04:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6031, top5_acc: 0.8313, loss_cls: 1.5519, loss: 1.5519, grad_norm: 6.4784 2020-10-11 11:09:03,533 - mmaction - INFO - Epoch [21][1040/2640] lr: 1.000e-03, eta: 18:04:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8391, loss_cls: 1.5239, loss: 1.5239, grad_norm: 6.3875 2020-10-11 11:09:20,176 - mmaction - INFO - Epoch [21][1060/2640] lr: 1.000e-03, eta: 18:04:03, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6180, top5_acc: 0.8508, loss_cls: 1.4919, loss: 1.4919, grad_norm: 6.1581 2020-10-11 11:09:36,913 - mmaction - INFO - Epoch [21][1080/2640] lr: 1.000e-03, eta: 18:03:46, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.6258, top5_acc: 0.8602, loss_cls: 1.4459, loss: 1.4459, grad_norm: 6.1601 2020-10-11 11:09:53,290 - mmaction - INFO - Epoch [21][1100/2640] lr: 1.000e-03, eta: 18:03:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6039, top5_acc: 0.8328, loss_cls: 1.5480, loss: 1.5480, grad_norm: 6.3572 2020-10-11 11:10:09,951 - mmaction - INFO - Epoch [21][1120/2640] lr: 1.000e-03, eta: 18:03:12, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8375, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.3139 2020-10-11 11:10:26,456 - mmaction - INFO - Epoch [21][1140/2640] lr: 1.000e-03, eta: 18:02:56, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6078, top5_acc: 0.8414, loss_cls: 1.5331, loss: 1.5331, grad_norm: 6.3969 2020-10-11 11:10:43,062 - mmaction - INFO - Epoch [21][1160/2640] lr: 1.000e-03, eta: 18:02:39, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5930, top5_acc: 0.8578, loss_cls: 1.4898, loss: 1.4898, grad_norm: 6.4779 2020-10-11 11:10:59,645 - mmaction - INFO - Epoch [21][1180/2640] lr: 1.000e-03, eta: 18:02:22, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8469, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.3523 2020-10-11 11:11:16,302 - mmaction - INFO - Epoch [21][1200/2640] lr: 1.000e-03, eta: 18:02:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8445, loss_cls: 1.4979, loss: 1.4979, grad_norm: 6.2552 2020-10-11 11:11:32,846 - mmaction - INFO - Epoch [21][1220/2640] lr: 1.000e-03, eta: 18:01:49, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.5140, loss: 1.5140, grad_norm: 6.5031 2020-10-11 11:11:49,487 - mmaction - INFO - Epoch [21][1240/2640] lr: 1.000e-03, eta: 18:01:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6039, top5_acc: 0.8398, loss_cls: 1.5307, loss: 1.5307, grad_norm: 6.3431 2020-10-11 11:12:06,028 - mmaction - INFO - Epoch [21][1260/2640] lr: 1.000e-03, eta: 18:01:15, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.5072, loss: 1.5072, grad_norm: 6.1623 2020-10-11 11:12:22,490 - mmaction - INFO - Epoch [21][1280/2640] lr: 1.000e-03, eta: 18:00:58, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6000, top5_acc: 0.8406, loss_cls: 1.4969, loss: 1.4969, grad_norm: 6.4547 2020-10-11 11:12:39,116 - mmaction - INFO - Epoch [21][1300/2640] lr: 1.000e-03, eta: 18:00:42, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.3873, loss: 1.3873, grad_norm: 6.2681 2020-10-11 11:12:55,587 - mmaction - INFO - Epoch [21][1320/2640] lr: 1.000e-03, eta: 18:00:25, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5599, loss: 1.5599, grad_norm: 6.5084 2020-10-11 11:13:12,252 - mmaction - INFO - Epoch [21][1340/2640] lr: 1.000e-03, eta: 18:00:08, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8414, loss_cls: 1.4880, loss: 1.4880, grad_norm: 6.1533 2020-10-11 11:13:28,757 - mmaction - INFO - Epoch [21][1360/2640] lr: 1.000e-03, eta: 17:59:51, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6023, top5_acc: 0.8570, loss_cls: 1.5094, loss: 1.5094, grad_norm: 6.4361 2020-10-11 11:13:45,375 - mmaction - INFO - Epoch [21][1380/2640] lr: 1.000e-03, eta: 17:59:35, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8336, loss_cls: 1.5814, loss: 1.5814, grad_norm: 6.7367 2020-10-11 11:14:01,848 - mmaction - INFO - Epoch [21][1400/2640] lr: 1.000e-03, eta: 17:59:18, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8547, loss_cls: 1.4205, loss: 1.4205, grad_norm: 6.2700 2020-10-11 11:14:18,363 - mmaction - INFO - Epoch [21][1420/2640] lr: 1.000e-03, eta: 17:59:01, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8477, loss_cls: 1.4762, loss: 1.4762, grad_norm: 6.1960 2020-10-11 11:14:35,044 - mmaction - INFO - Epoch [21][1440/2640] lr: 1.000e-03, eta: 17:58:44, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6039, top5_acc: 0.8445, loss_cls: 1.5078, loss: 1.5078, grad_norm: 6.6026 2020-10-11 11:14:51,501 - mmaction - INFO - Epoch [21][1460/2640] lr: 1.000e-03, eta: 17:58:27, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8469, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.2922 2020-10-11 11:15:08,073 - mmaction - INFO - Epoch [21][1480/2640] lr: 1.000e-03, eta: 17:58:11, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.3675 2020-10-11 11:15:24,682 - mmaction - INFO - Epoch [21][1500/2640] lr: 1.000e-03, eta: 17:57:54, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8352, loss_cls: 1.4570, loss: 1.4570, grad_norm: 6.3696 2020-10-11 11:15:41,287 - mmaction - INFO - Epoch [21][1520/2640] lr: 1.000e-03, eta: 17:57:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.5114, loss: 1.5114, grad_norm: 6.5149 2020-10-11 11:15:57,850 - mmaction - INFO - Epoch [21][1540/2640] lr: 1.000e-03, eta: 17:57:20, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6062, top5_acc: 0.8406, loss_cls: 1.5127, loss: 1.5127, grad_norm: 6.4999 2020-10-11 11:16:14,497 - mmaction - INFO - Epoch [21][1560/2640] lr: 1.000e-03, eta: 17:57:04, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5430, loss: 1.5430, grad_norm: 6.4922 2020-10-11 11:16:31,050 - mmaction - INFO - Epoch [21][1580/2640] lr: 1.000e-03, eta: 17:56:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6062, top5_acc: 0.8453, loss_cls: 1.5383, loss: 1.5383, grad_norm: 6.3879 2020-10-11 11:16:47,679 - mmaction - INFO - Epoch [21][1600/2640] lr: 1.000e-03, eta: 17:56:30, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8375, loss_cls: 1.5234, loss: 1.5234, grad_norm: 6.6310 2020-10-11 11:17:04,212 - mmaction - INFO - Epoch [21][1620/2640] lr: 1.000e-03, eta: 17:56:13, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8422, loss_cls: 1.5034, loss: 1.5034, grad_norm: 6.4938 2020-10-11 11:17:20,802 - mmaction - INFO - Epoch [21][1640/2640] lr: 1.000e-03, eta: 17:55:57, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6023, top5_acc: 0.8227, loss_cls: 1.5595, loss: 1.5595, grad_norm: 6.4864 2020-10-11 11:17:37,390 - mmaction - INFO - Epoch [21][1660/2640] lr: 1.000e-03, eta: 17:55:40, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4162, loss: 1.4162, grad_norm: 5.9682 2020-10-11 11:17:53,766 - mmaction - INFO - Epoch [21][1680/2640] lr: 1.000e-03, eta: 17:55:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.5898, top5_acc: 0.8328, loss_cls: 1.5739, loss: 1.5739, grad_norm: 6.6910 2020-10-11 11:18:10,403 - mmaction - INFO - Epoch [21][1700/2640] lr: 1.000e-03, eta: 17:55:06, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6016, top5_acc: 0.8414, loss_cls: 1.5243, loss: 1.5243, grad_norm: 6.4911 2020-10-11 11:18:26,950 - mmaction - INFO - Epoch [21][1720/2640] lr: 1.000e-03, eta: 17:54:49, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6008, top5_acc: 0.8336, loss_cls: 1.5707, loss: 1.5707, grad_norm: 6.3720 2020-10-11 11:18:43,688 - mmaction - INFO - Epoch [21][1740/2640] lr: 1.000e-03, eta: 17:54:33, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.4726, loss: 1.4726, grad_norm: 6.2312 2020-10-11 11:19:00,144 - mmaction - INFO - Epoch [21][1760/2640] lr: 1.000e-03, eta: 17:54:16, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.5992, top5_acc: 0.8313, loss_cls: 1.5488, loss: 1.5488, grad_norm: 6.5428 2020-10-11 11:19:16,908 - mmaction - INFO - Epoch [21][1780/2640] lr: 1.000e-03, eta: 17:54:00, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6219, top5_acc: 0.8367, loss_cls: 1.5148, loss: 1.5148, grad_norm: 6.5146 2020-10-11 11:19:33,328 - mmaction - INFO - Epoch [21][1800/2640] lr: 1.000e-03, eta: 17:53:43, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8461, loss_cls: 1.4926, loss: 1.4926, grad_norm: 6.4937 2020-10-11 11:19:50,057 - mmaction - INFO - Epoch [21][1820/2640] lr: 1.000e-03, eta: 17:53:26, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6266, top5_acc: 0.8586, loss_cls: 1.4613, loss: 1.4613, grad_norm: 6.5657 2020-10-11 11:20:06,511 - mmaction - INFO - Epoch [21][1840/2640] lr: 1.000e-03, eta: 17:53:09, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4669, loss: 1.4669, grad_norm: 6.4533 2020-10-11 11:20:23,009 - mmaction - INFO - Epoch [21][1860/2640] lr: 1.000e-03, eta: 17:52:52, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.5723 2020-10-11 11:20:39,469 - mmaction - INFO - Epoch [21][1880/2640] lr: 1.000e-03, eta: 17:52:35, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6062, top5_acc: 0.8477, loss_cls: 1.4736, loss: 1.4736, grad_norm: 6.6730 2020-10-11 11:20:56,040 - mmaction - INFO - Epoch [21][1900/2640] lr: 1.000e-03, eta: 17:52:19, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8562, loss_cls: 1.4414, loss: 1.4414, grad_norm: 6.6598 2020-10-11 11:21:12,700 - mmaction - INFO - Epoch [21][1920/2640] lr: 1.000e-03, eta: 17:52:02, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.5961, top5_acc: 0.8227, loss_cls: 1.6332, loss: 1.6332, grad_norm: 6.7884 2020-10-11 11:21:29,241 - mmaction - INFO - Epoch [21][1940/2640] lr: 1.000e-03, eta: 17:51:45, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6023, top5_acc: 0.8352, loss_cls: 1.5757, loss: 1.5757, grad_norm: 6.7096 2020-10-11 11:21:45,977 - mmaction - INFO - Epoch [21][1960/2640] lr: 1.000e-03, eta: 17:51:29, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.4667, loss: 1.4667, grad_norm: 6.4000 2020-10-11 11:22:02,548 - mmaction - INFO - Epoch [21][1980/2640] lr: 1.000e-03, eta: 17:51:12, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8477, loss_cls: 1.4513, loss: 1.4513, grad_norm: 6.3914 2020-10-11 11:22:19,045 - mmaction - INFO - Epoch [21][2000/2640] lr: 1.000e-03, eta: 17:50:55, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6164, top5_acc: 0.8367, loss_cls: 1.5116, loss: 1.5116, grad_norm: 6.5344 2020-10-11 11:22:35,601 - mmaction - INFO - Epoch [21][2020/2640] lr: 1.000e-03, eta: 17:50:38, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6148, top5_acc: 0.8289, loss_cls: 1.5164, loss: 1.5164, grad_norm: 6.4308 2020-10-11 11:22:51,993 - mmaction - INFO - Epoch [21][2040/2640] lr: 1.000e-03, eta: 17:50:21, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6148, top5_acc: 0.8531, loss_cls: 1.4656, loss: 1.4656, grad_norm: 6.6324 2020-10-11 11:23:08,638 - mmaction - INFO - Epoch [21][2060/2640] lr: 1.000e-03, eta: 17:50:05, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.4897, loss: 1.4897, grad_norm: 6.5664 2020-10-11 11:23:25,148 - mmaction - INFO - Epoch [21][2080/2640] lr: 1.000e-03, eta: 17:49:48, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8391, loss_cls: 1.5027, loss: 1.5027, grad_norm: 6.5377 2020-10-11 11:23:41,735 - mmaction - INFO - Epoch [21][2100/2640] lr: 1.000e-03, eta: 17:49:31, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6195, top5_acc: 0.8422, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.5716 2020-10-11 11:23:58,137 - mmaction - INFO - Epoch [21][2120/2640] lr: 1.000e-03, eta: 17:49:14, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.4649, loss: 1.4649, grad_norm: 6.6993 2020-10-11 11:24:14,783 - mmaction - INFO - Epoch [21][2140/2640] lr: 1.000e-03, eta: 17:48:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.4802 2020-10-11 11:24:31,250 - mmaction - INFO - Epoch [21][2160/2640] lr: 1.000e-03, eta: 17:48:41, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6211, top5_acc: 0.8461, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.5293 2020-10-11 11:24:47,849 - mmaction - INFO - Epoch [21][2180/2640] lr: 1.000e-03, eta: 17:48:24, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4058, loss: 1.4058, grad_norm: 6.5769 2020-10-11 11:25:04,288 - mmaction - INFO - Epoch [21][2200/2640] lr: 1.000e-03, eta: 17:48:07, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8516, loss_cls: 1.4645, loss: 1.4645, grad_norm: 6.4322 2020-10-11 11:25:20,792 - mmaction - INFO - Epoch [21][2220/2640] lr: 1.000e-03, eta: 17:47:50, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6195, top5_acc: 0.8453, loss_cls: 1.4908, loss: 1.4908, grad_norm: 6.5309 2020-10-11 11:25:37,350 - mmaction - INFO - Epoch [21][2240/2640] lr: 1.000e-03, eta: 17:47:33, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6156, top5_acc: 0.8477, loss_cls: 1.4559, loss: 1.4559, grad_norm: 6.6543 2020-10-11 11:25:53,844 - mmaction - INFO - Epoch [21][2260/2640] lr: 1.000e-03, eta: 17:47:16, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4542, loss: 1.4542, grad_norm: 6.6516 2020-10-11 11:26:10,401 - mmaction - INFO - Epoch [21][2280/2640] lr: 1.000e-03, eta: 17:47:00, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.5992, top5_acc: 0.8438, loss_cls: 1.4983, loss: 1.4983, grad_norm: 6.6791 2020-10-11 11:26:26,989 - mmaction - INFO - Epoch [21][2300/2640] lr: 1.000e-03, eta: 17:46:43, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4152, loss: 1.4152, grad_norm: 6.5982 2020-10-11 11:26:43,639 - mmaction - INFO - Epoch [21][2320/2640] lr: 1.000e-03, eta: 17:46:26, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6125, top5_acc: 0.8391, loss_cls: 1.5040, loss: 1.5040, grad_norm: 6.7244 2020-10-11 11:27:00,010 - mmaction - INFO - Epoch [21][2340/2640] lr: 1.000e-03, eta: 17:46:09, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8547, loss_cls: 1.4277, loss: 1.4277, grad_norm: 6.4818 2020-10-11 11:27:16,629 - mmaction - INFO - Epoch [21][2360/2640] lr: 1.000e-03, eta: 17:45:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.4696, loss: 1.4696, grad_norm: 6.6046 2020-10-11 11:27:33,197 - mmaction - INFO - Epoch [21][2380/2640] lr: 1.000e-03, eta: 17:45:36, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8680, loss_cls: 1.3668, loss: 1.3668, grad_norm: 6.4300 2020-10-11 11:27:49,878 - mmaction - INFO - Epoch [21][2400/2640] lr: 1.000e-03, eta: 17:45:19, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8719, loss_cls: 1.3578, loss: 1.3578, grad_norm: 6.4812 2020-10-11 11:28:06,359 - mmaction - INFO - Epoch [21][2420/2640] lr: 1.000e-03, eta: 17:45:02, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6164, top5_acc: 0.8445, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.5828 2020-10-11 11:28:23,011 - mmaction - INFO - Epoch [21][2440/2640] lr: 1.000e-03, eta: 17:44:46, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6047, top5_acc: 0.8664, loss_cls: 1.4681, loss: 1.4681, grad_norm: 6.8396 2020-10-11 11:28:39,532 - mmaction - INFO - Epoch [21][2460/2640] lr: 1.000e-03, eta: 17:44:29, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6148, top5_acc: 0.8484, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.5251 2020-10-11 11:28:56,126 - mmaction - INFO - Epoch [21][2480/2640] lr: 1.000e-03, eta: 17:44:12, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6227, top5_acc: 0.8469, loss_cls: 1.4478, loss: 1.4478, grad_norm: 6.7454 2020-10-11 11:29:12,766 - mmaction - INFO - Epoch [21][2500/2640] lr: 1.000e-03, eta: 17:43:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6062, top5_acc: 0.8422, loss_cls: 1.4946, loss: 1.4946, grad_norm: 6.7097 2020-10-11 11:29:29,312 - mmaction - INFO - Epoch [21][2520/2640] lr: 1.000e-03, eta: 17:43:39, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5212, loss: 1.5212, grad_norm: 6.6826 2020-10-11 11:29:45,943 - mmaction - INFO - Epoch [21][2540/2640] lr: 1.000e-03, eta: 17:43:22, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8398, loss_cls: 1.5282, loss: 1.5282, grad_norm: 6.6866 2020-10-11 11:30:02,533 - mmaction - INFO - Epoch [21][2560/2640] lr: 1.000e-03, eta: 17:43:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6180, top5_acc: 0.8477, loss_cls: 1.4623, loss: 1.4623, grad_norm: 6.5809 2020-10-11 11:30:19,097 - mmaction - INFO - Epoch [21][2580/2640] lr: 1.000e-03, eta: 17:42:49, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6250, top5_acc: 0.8461, loss_cls: 1.4635, loss: 1.4635, grad_norm: 6.5854 2020-10-11 11:30:35,950 - mmaction - INFO - Epoch [21][2600/2640] lr: 1.000e-03, eta: 17:42:32, time: 0.843, data_time: 0.006, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8734, loss_cls: 1.3556, loss: 1.3556, grad_norm: 6.4674 2020-10-11 11:30:52,455 - mmaction - INFO - Epoch [21][2620/2640] lr: 1.000e-03, eta: 17:42:15, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8531, loss_cls: 1.4192, loss: 1.4192, grad_norm: 6.4905 2020-10-11 11:31:08,612 - mmaction - INFO - Epoch [21][2640/2640] lr: 1.000e-03, eta: 17:41:58, time: 0.806, data_time: 0.006, memory: 9800, top1_acc: 0.6008, top5_acc: 0.8282, loss_cls: 1.5464, loss: 1.5464, grad_norm: 6.7255 2020-10-11 11:31:09,130 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-10-11 11:31:40,690 - mmaction - INFO - Epoch [22][20/2640] lr: 1.000e-03, eta: 17:41:58, time: 1.441, data_time: 0.612, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3875, loss: 1.3875, grad_norm: 6.4861 2020-10-11 11:31:57,169 - mmaction - INFO - Epoch [22][40/2640] lr: 1.000e-03, eta: 17:41:41, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8555, loss_cls: 1.3765, loss: 1.3765, grad_norm: 6.3392 2020-10-11 11:32:13,700 - mmaction - INFO - Epoch [22][60/2640] lr: 1.000e-03, eta: 17:41:24, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8688, loss_cls: 1.3528, loss: 1.3528, grad_norm: 6.5226 2020-10-11 11:32:30,150 - mmaction - INFO - Epoch [22][80/2640] lr: 1.000e-03, eta: 17:41:08, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8703, loss_cls: 1.3436, loss: 1.3436, grad_norm: 6.4369 2020-10-11 11:32:46,739 - mmaction - INFO - Epoch [22][100/2640] lr: 1.000e-03, eta: 17:40:51, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6297, top5_acc: 0.8555, loss_cls: 1.3986, loss: 1.3986, grad_norm: 6.8484 2020-10-11 11:33:03,258 - mmaction - INFO - Epoch [22][120/2640] lr: 1.000e-03, eta: 17:40:34, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3867, loss: 1.3867, grad_norm: 6.5771 2020-10-11 11:33:19,738 - mmaction - INFO - Epoch [22][140/2640] lr: 1.000e-03, eta: 17:40:17, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6320, top5_acc: 0.8586, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.5751 2020-10-11 11:33:36,464 - mmaction - INFO - Epoch [22][160/2640] lr: 1.000e-03, eta: 17:40:01, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.3844, loss: 1.3844, grad_norm: 6.6520 2020-10-11 11:33:53,034 - mmaction - INFO - Epoch [22][180/2640] lr: 1.000e-03, eta: 17:39:44, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8562, loss_cls: 1.3922, loss: 1.3922, grad_norm: 6.7369 2020-10-11 11:34:09,531 - mmaction - INFO - Epoch [22][200/2640] lr: 1.000e-03, eta: 17:39:27, time: 0.823, data_time: 0.001, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.7201 2020-10-11 11:34:26,212 - mmaction - INFO - Epoch [22][220/2640] lr: 1.000e-03, eta: 17:39:10, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8609, loss_cls: 1.3920, loss: 1.3920, grad_norm: 6.7499 2020-10-11 11:34:42,881 - mmaction - INFO - Epoch [22][240/2640] lr: 1.000e-03, eta: 17:38:54, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8539, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.5823 2020-10-11 11:34:59,257 - mmaction - INFO - Epoch [22][260/2640] lr: 1.000e-03, eta: 17:38:37, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8617, loss_cls: 1.4544, loss: 1.4544, grad_norm: 6.9069 2020-10-11 11:35:15,981 - mmaction - INFO - Epoch [22][280/2640] lr: 1.000e-03, eta: 17:38:20, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8555, loss_cls: 1.4272, loss: 1.4272, grad_norm: 6.5651 2020-10-11 11:35:32,625 - mmaction - INFO - Epoch [22][300/2640] lr: 1.000e-03, eta: 17:38:04, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.8333 2020-10-11 11:35:49,221 - mmaction - INFO - Epoch [22][320/2640] lr: 1.000e-03, eta: 17:37:47, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6062, top5_acc: 0.8461, loss_cls: 1.4937, loss: 1.4937, grad_norm: 6.9006 2020-10-11 11:36:05,831 - mmaction - INFO - Epoch [22][340/2640] lr: 1.000e-03, eta: 17:37:30, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6102, top5_acc: 0.8625, loss_cls: 1.4276, loss: 1.4276, grad_norm: 6.6527 2020-10-11 11:36:22,435 - mmaction - INFO - Epoch [22][360/2640] lr: 1.000e-03, eta: 17:37:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.5078, loss: 1.5078, grad_norm: 6.8426 2020-10-11 11:36:39,140 - mmaction - INFO - Epoch [22][380/2640] lr: 1.000e-03, eta: 17:36:57, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8500, loss_cls: 1.4504, loss: 1.4504, grad_norm: 6.7744 2020-10-11 11:36:55,795 - mmaction - INFO - Epoch [22][400/2640] lr: 1.000e-03, eta: 17:36:40, time: 0.833, data_time: 0.002, memory: 9800, top1_acc: 0.6148, top5_acc: 0.8469, loss_cls: 1.4684, loss: 1.4684, grad_norm: 6.8243 2020-10-11 11:37:12,284 - mmaction - INFO - Epoch [22][420/2640] lr: 1.000e-03, eta: 17:36:23, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8609, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.6083 2020-10-11 11:37:29,020 - mmaction - INFO - Epoch [22][440/2640] lr: 1.000e-03, eta: 17:36:07, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8547, loss_cls: 1.4357, loss: 1.4357, grad_norm: 6.5935 2020-10-11 11:37:45,594 - mmaction - INFO - Epoch [22][460/2640] lr: 1.000e-03, eta: 17:35:50, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5044, loss: 1.5044, grad_norm: 6.7507 2020-10-11 11:38:02,212 - mmaction - INFO - Epoch [22][480/2640] lr: 1.000e-03, eta: 17:35:33, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6250, top5_acc: 0.8492, loss_cls: 1.4420, loss: 1.4420, grad_norm: 6.4425 2020-10-11 11:38:18,747 - mmaction - INFO - Epoch [22][500/2640] lr: 1.000e-03, eta: 17:35:17, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6312, top5_acc: 0.8453, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.4404 2020-10-11 11:38:35,445 - mmaction - INFO - Epoch [22][520/2640] lr: 1.000e-03, eta: 17:35:00, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8477, loss_cls: 1.3989, loss: 1.3989, grad_norm: 6.6653 2020-10-11 11:38:51,910 - mmaction - INFO - Epoch [22][540/2640] lr: 1.000e-03, eta: 17:34:43, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6273, top5_acc: 0.8492, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.7696 2020-10-11 11:39:08,718 - mmaction - INFO - Epoch [22][560/2640] lr: 1.000e-03, eta: 17:34:27, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8430, loss_cls: 1.4583, loss: 1.4583, grad_norm: 6.7273 2020-10-11 11:39:25,303 - mmaction - INFO - Epoch [22][580/2640] lr: 1.000e-03, eta: 17:34:10, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8516, loss_cls: 1.4601, loss: 1.4601, grad_norm: 6.6308 2020-10-11 11:39:42,086 - mmaction - INFO - Epoch [22][600/2640] lr: 1.000e-03, eta: 17:33:53, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8500, loss_cls: 1.4753, loss: 1.4753, grad_norm: 6.7746 2020-10-11 11:39:58,610 - mmaction - INFO - Epoch [22][620/2640] lr: 1.000e-03, eta: 17:33:37, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8555, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.2739 2020-10-11 11:40:15,251 - mmaction - INFO - Epoch [22][640/2640] lr: 1.000e-03, eta: 17:33:20, time: 0.833, data_time: 0.003, memory: 9800, top1_acc: 0.6297, top5_acc: 0.8656, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.5472 2020-10-11 11:40:31,872 - mmaction - INFO - Epoch [22][660/2640] lr: 1.000e-03, eta: 17:33:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4017, loss: 1.4017, grad_norm: 6.3736 2020-10-11 11:40:48,389 - mmaction - INFO - Epoch [22][680/2640] lr: 1.000e-03, eta: 17:32:46, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8531, loss_cls: 1.4569, loss: 1.4569, grad_norm: 6.8075 2020-10-11 11:41:05,021 - mmaction - INFO - Epoch [22][700/2640] lr: 1.000e-03, eta: 17:32:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.5867, top5_acc: 0.8336, loss_cls: 1.5614, loss: 1.5614, grad_norm: 6.9638 2020-10-11 11:41:21,658 - mmaction - INFO - Epoch [22][720/2640] lr: 1.000e-03, eta: 17:32:13, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8750, loss_cls: 1.3605, loss: 1.3605, grad_norm: 6.7752 2020-10-11 11:41:38,322 - mmaction - INFO - Epoch [22][740/2640] lr: 1.000e-03, eta: 17:31:56, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8633, loss_cls: 1.3842, loss: 1.3842, grad_norm: 6.5592 2020-10-11 11:41:54,832 - mmaction - INFO - Epoch [22][760/2640] lr: 1.000e-03, eta: 17:31:40, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6148, top5_acc: 0.8562, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.8434 2020-10-11 11:42:11,208 - mmaction - INFO - Epoch [22][780/2640] lr: 1.000e-03, eta: 17:31:23, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6211, top5_acc: 0.8578, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.4529 2020-10-11 11:42:27,822 - mmaction - INFO - Epoch [22][800/2640] lr: 1.000e-03, eta: 17:31:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8445, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.7534 2020-10-11 11:42:44,521 - mmaction - INFO - Epoch [22][820/2640] lr: 1.000e-03, eta: 17:30:49, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6125, top5_acc: 0.8438, loss_cls: 1.5018, loss: 1.5018, grad_norm: 7.1163 2020-10-11 11:43:00,961 - mmaction - INFO - Epoch [22][840/2640] lr: 1.000e-03, eta: 17:30:32, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8648, loss_cls: 1.3480, loss: 1.3480, grad_norm: 6.3917 2020-10-11 11:43:17,568 - mmaction - INFO - Epoch [22][860/2640] lr: 1.000e-03, eta: 17:30:16, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8500, loss_cls: 1.4122, loss: 1.4122, grad_norm: 6.5910 2020-10-11 11:43:34,300 - mmaction - INFO - Epoch [22][880/2640] lr: 1.000e-03, eta: 17:29:59, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8500, loss_cls: 1.4715, loss: 1.4715, grad_norm: 6.7816 2020-10-11 11:43:50,735 - mmaction - INFO - Epoch [22][900/2640] lr: 1.000e-03, eta: 17:29:42, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8719, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.5448 2020-10-11 11:44:07,356 - mmaction - INFO - Epoch [22][920/2640] lr: 1.000e-03, eta: 17:29:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8492, loss_cls: 1.4368, loss: 1.4368, grad_norm: 7.0187 2020-10-11 11:44:23,918 - mmaction - INFO - Epoch [22][940/2640] lr: 1.000e-03, eta: 17:29:09, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8586, loss_cls: 1.3914, loss: 1.3914, grad_norm: 6.7969 2020-10-11 11:44:40,533 - mmaction - INFO - Epoch [22][960/2640] lr: 1.000e-03, eta: 17:28:52, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8703, loss_cls: 1.3301, loss: 1.3301, grad_norm: 6.6022 2020-10-11 11:44:56,901 - mmaction - INFO - Epoch [22][980/2640] lr: 1.000e-03, eta: 17:28:35, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8805, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.5295 2020-10-11 11:45:13,543 - mmaction - INFO - Epoch [22][1000/2640] lr: 1.000e-03, eta: 17:28:18, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6297, top5_acc: 0.8570, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.7395 2020-10-11 11:45:30,069 - mmaction - INFO - Epoch [22][1020/2640] lr: 1.000e-03, eta: 17:28:02, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8547, loss_cls: 1.4325, loss: 1.4325, grad_norm: 6.7244 2020-10-11 11:45:46,693 - mmaction - INFO - Epoch [22][1040/2640] lr: 1.000e-03, eta: 17:27:45, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8617, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.7211 2020-10-11 11:46:03,243 - mmaction - INFO - Epoch [22][1060/2640] lr: 1.000e-03, eta: 17:27:28, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.3197, loss: 1.3197, grad_norm: 6.7375 2020-10-11 11:46:20,039 - mmaction - INFO - Epoch [22][1080/2640] lr: 1.000e-03, eta: 17:27:12, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8688, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.8464 2020-10-11 11:46:36,685 - mmaction - INFO - Epoch [22][1100/2640] lr: 1.000e-03, eta: 17:26:55, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.6023, top5_acc: 0.8352, loss_cls: 1.5039, loss: 1.5039, grad_norm: 7.1983 2020-10-11 11:46:53,225 - mmaction - INFO - Epoch [22][1120/2640] lr: 1.000e-03, eta: 17:26:38, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6297, top5_acc: 0.8508, loss_cls: 1.4450, loss: 1.4450, grad_norm: 6.7650 2020-10-11 11:47:09,838 - mmaction - INFO - Epoch [22][1140/2640] lr: 1.000e-03, eta: 17:26:21, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8508, loss_cls: 1.4694, loss: 1.4694, grad_norm: 7.0270 2020-10-11 11:47:26,406 - mmaction - INFO - Epoch [22][1160/2640] lr: 1.000e-03, eta: 17:26:05, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8586, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.7528 2020-10-11 11:47:42,998 - mmaction - INFO - Epoch [22][1180/2640] lr: 1.000e-03, eta: 17:25:48, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.8553 2020-10-11 11:47:59,480 - mmaction - INFO - Epoch [22][1200/2640] lr: 1.000e-03, eta: 17:25:31, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8656, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.8185 2020-10-11 11:48:16,033 - mmaction - INFO - Epoch [22][1220/2640] lr: 1.000e-03, eta: 17:25:14, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6117, top5_acc: 0.8539, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.9054 2020-10-11 11:48:32,547 - mmaction - INFO - Epoch [22][1240/2640] lr: 1.000e-03, eta: 17:24:58, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8586, loss_cls: 1.4362, loss: 1.4362, grad_norm: 6.7730 2020-10-11 11:48:49,348 - mmaction - INFO - Epoch [22][1260/2640] lr: 1.000e-03, eta: 17:24:41, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6273, top5_acc: 0.8570, loss_cls: 1.4643, loss: 1.4643, grad_norm: 6.8284 2020-10-11 11:49:05,843 - mmaction - INFO - Epoch [22][1280/2640] lr: 1.000e-03, eta: 17:24:24, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8516, loss_cls: 1.4099, loss: 1.4099, grad_norm: 6.8681 2020-10-11 11:49:22,349 - mmaction - INFO - Epoch [22][1300/2640] lr: 1.000e-03, eta: 17:24:07, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4125, loss: 1.4125, grad_norm: 6.7112 2020-10-11 11:49:38,921 - mmaction - INFO - Epoch [22][1320/2640] lr: 1.000e-03, eta: 17:23:51, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4341, loss: 1.4341, grad_norm: 6.8125 2020-10-11 11:49:55,287 - mmaction - INFO - Epoch [22][1340/2640] lr: 1.000e-03, eta: 17:23:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6117, top5_acc: 0.8578, loss_cls: 1.4752, loss: 1.4752, grad_norm: 6.7690 2020-10-11 11:50:11,986 - mmaction - INFO - Epoch [22][1360/2640] lr: 1.000e-03, eta: 17:23:17, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8547, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.7673 2020-10-11 11:50:28,608 - mmaction - INFO - Epoch [22][1380/2640] lr: 1.000e-03, eta: 17:23:00, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8516, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.7307 2020-10-11 11:50:45,183 - mmaction - INFO - Epoch [22][1400/2640] lr: 1.000e-03, eta: 17:22:44, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8594, loss_cls: 1.3729, loss: 1.3729, grad_norm: 6.4619 2020-10-11 11:51:01,680 - mmaction - INFO - Epoch [22][1420/2640] lr: 1.000e-03, eta: 17:22:27, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.3990, loss: 1.3990, grad_norm: 6.7151 2020-10-11 11:51:18,278 - mmaction - INFO - Epoch [22][1440/2640] lr: 1.000e-03, eta: 17:22:10, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8602, loss_cls: 1.3933, loss: 1.3933, grad_norm: 6.8678 2020-10-11 11:51:35,038 - mmaction - INFO - Epoch [22][1460/2640] lr: 1.000e-03, eta: 17:21:54, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.6242, top5_acc: 0.8523, loss_cls: 1.4371, loss: 1.4371, grad_norm: 6.8718 2020-10-11 11:51:51,427 - mmaction - INFO - Epoch [22][1480/2640] lr: 1.000e-03, eta: 17:21:37, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8578, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.5709 2020-10-11 11:52:08,047 - mmaction - INFO - Epoch [22][1500/2640] lr: 1.000e-03, eta: 17:21:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8523, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.9515 2020-10-11 11:52:24,623 - mmaction - INFO - Epoch [22][1520/2640] lr: 1.000e-03, eta: 17:21:03, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8547, loss_cls: 1.4205, loss: 1.4205, grad_norm: 6.9438 2020-10-11 11:52:41,368 - mmaction - INFO - Epoch [22][1540/2640] lr: 1.000e-03, eta: 17:20:47, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8648, loss_cls: 1.3815, loss: 1.3815, grad_norm: 6.6793 2020-10-11 11:52:57,792 - mmaction - INFO - Epoch [22][1560/2640] lr: 1.000e-03, eta: 17:20:30, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8562, loss_cls: 1.3868, loss: 1.3868, grad_norm: 6.8835 2020-10-11 11:53:14,548 - mmaction - INFO - Epoch [22][1580/2640] lr: 1.000e-03, eta: 17:20:13, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.4751, loss: 1.4751, grad_norm: 6.7916 2020-10-11 11:53:31,236 - mmaction - INFO - Epoch [22][1600/2640] lr: 1.000e-03, eta: 17:19:57, time: 0.836, data_time: 0.007, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8766, loss_cls: 1.3413, loss: 1.3413, grad_norm: 6.5495 2020-10-11 11:53:47,667 - mmaction - INFO - Epoch [22][1620/2640] lr: 1.000e-03, eta: 17:19:40, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8711, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.7038 2020-10-11 11:54:04,167 - mmaction - INFO - Epoch [22][1640/2640] lr: 1.000e-03, eta: 17:19:23, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8633, loss_cls: 1.3759, loss: 1.3759, grad_norm: 6.8021 2020-10-11 11:54:20,849 - mmaction - INFO - Epoch [22][1660/2640] lr: 1.000e-03, eta: 17:19:06, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8648, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.8018 2020-10-11 11:54:37,526 - mmaction - INFO - Epoch [22][1680/2640] lr: 1.000e-03, eta: 17:18:50, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8648, loss_cls: 1.3599, loss: 1.3599, grad_norm: 6.8415 2020-10-11 11:54:53,987 - mmaction - INFO - Epoch [22][1700/2640] lr: 1.000e-03, eta: 17:18:33, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8477, loss_cls: 1.4314, loss: 1.4314, grad_norm: 7.0947 2020-10-11 11:55:10,692 - mmaction - INFO - Epoch [22][1720/2640] lr: 1.000e-03, eta: 17:18:16, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8461, loss_cls: 1.4672, loss: 1.4672, grad_norm: 7.0376 2020-10-11 11:55:27,146 - mmaction - INFO - Epoch [22][1740/2640] lr: 1.000e-03, eta: 17:17:59, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8609, loss_cls: 1.4018, loss: 1.4018, grad_norm: 6.6846 2020-10-11 11:55:43,688 - mmaction - INFO - Epoch [22][1760/2640] lr: 1.000e-03, eta: 17:17:42, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.4000, loss: 1.4000, grad_norm: 6.8935 2020-10-11 11:56:00,193 - mmaction - INFO - Epoch [22][1780/2640] lr: 1.000e-03, eta: 17:17:26, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6312, top5_acc: 0.8602, loss_cls: 1.4419, loss: 1.4419, grad_norm: 6.8957 2020-10-11 11:56:16,864 - mmaction - INFO - Epoch [22][1800/2640] lr: 1.000e-03, eta: 17:17:09, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6406, top5_acc: 0.8680, loss_cls: 1.3933, loss: 1.3933, grad_norm: 6.6313 2020-10-11 11:56:33,457 - mmaction - INFO - Epoch [22][1820/2640] lr: 1.000e-03, eta: 17:16:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8648, loss_cls: 1.3625, loss: 1.3625, grad_norm: 6.6484 2020-10-11 11:56:50,184 - mmaction - INFO - Epoch [22][1840/2640] lr: 1.000e-03, eta: 17:16:36, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.8623 2020-10-11 11:57:06,645 - mmaction - INFO - Epoch [22][1860/2640] lr: 1.000e-03, eta: 17:16:19, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8586, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.0526 2020-10-11 11:57:23,158 - mmaction - INFO - Epoch [22][1880/2640] lr: 1.000e-03, eta: 17:16:02, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6109, top5_acc: 0.8406, loss_cls: 1.5043, loss: 1.5043, grad_norm: 7.0994 2020-10-11 11:57:39,654 - mmaction - INFO - Epoch [22][1900/2640] lr: 1.000e-03, eta: 17:15:45, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8656, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.6924 2020-10-11 11:57:56,183 - mmaction - INFO - Epoch [22][1920/2640] lr: 1.000e-03, eta: 17:15:28, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6227, top5_acc: 0.8508, loss_cls: 1.4560, loss: 1.4560, grad_norm: 6.7678 2020-10-11 11:58:12,807 - mmaction - INFO - Epoch [22][1940/2640] lr: 1.000e-03, eta: 17:15:12, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8492, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.7188 2020-10-11 11:58:29,377 - mmaction - INFO - Epoch [22][1960/2640] lr: 1.000e-03, eta: 17:14:55, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6273, top5_acc: 0.8508, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.8446 2020-10-11 11:58:46,046 - mmaction - INFO - Epoch [22][1980/2640] lr: 1.000e-03, eta: 17:14:38, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8625, loss_cls: 1.3537, loss: 1.3537, grad_norm: 6.8326 2020-10-11 11:59:02,765 - mmaction - INFO - Epoch [22][2000/2640] lr: 1.000e-03, eta: 17:14:22, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8641, loss_cls: 1.3916, loss: 1.3916, grad_norm: 7.1357 2020-10-11 11:59:19,363 - mmaction - INFO - Epoch [22][2020/2640] lr: 1.000e-03, eta: 17:14:05, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6195, top5_acc: 0.8641, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.0365 2020-10-11 11:59:36,055 - mmaction - INFO - Epoch [22][2040/2640] lr: 1.000e-03, eta: 17:13:48, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6453, top5_acc: 0.8594, loss_cls: 1.3886, loss: 1.3886, grad_norm: 6.8321 2020-10-11 11:59:52,528 - mmaction - INFO - Epoch [22][2060/2640] lr: 1.000e-03, eta: 17:13:32, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6273, top5_acc: 0.8523, loss_cls: 1.4396, loss: 1.4396, grad_norm: 6.8602 2020-10-11 12:00:10,223 - mmaction - INFO - Epoch [22][2080/2640] lr: 1.000e-03, eta: 17:13:16, time: 0.881, data_time: 0.006, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.4339, loss: 1.4339, grad_norm: 7.0097 2020-10-11 12:00:26,730 - mmaction - INFO - Epoch [22][2100/2640] lr: 1.000e-03, eta: 17:12:59, time: 0.830, data_time: 0.009, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8578, loss_cls: 1.3863, loss: 1.3863, grad_norm: 6.6372 2020-10-11 12:00:43,262 - mmaction - INFO - Epoch [22][2120/2640] lr: 1.000e-03, eta: 17:12:43, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8695, loss_cls: 1.3648, loss: 1.3648, grad_norm: 6.6134 2020-10-11 12:00:59,696 - mmaction - INFO - Epoch [22][2140/2640] lr: 1.000e-03, eta: 17:12:26, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.4517, loss: 1.4517, grad_norm: 6.8153 2020-10-11 12:01:16,311 - mmaction - INFO - Epoch [22][2160/2640] lr: 1.000e-03, eta: 17:12:09, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8570, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.7048 2020-10-11 12:01:32,785 - mmaction - INFO - Epoch [22][2180/2640] lr: 1.000e-03, eta: 17:11:52, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.7005 2020-10-11 12:01:49,426 - mmaction - INFO - Epoch [22][2200/2640] lr: 1.000e-03, eta: 17:11:35, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8695, loss_cls: 1.3747, loss: 1.3747, grad_norm: 7.0056 2020-10-11 12:02:05,964 - mmaction - INFO - Epoch [22][2220/2640] lr: 1.000e-03, eta: 17:11:19, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8773, loss_cls: 1.3124, loss: 1.3124, grad_norm: 6.9074 2020-10-11 12:02:22,447 - mmaction - INFO - Epoch [22][2240/2640] lr: 1.000e-03, eta: 17:11:02, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8703, loss_cls: 1.3553, loss: 1.3553, grad_norm: 7.0963 2020-10-11 12:02:39,229 - mmaction - INFO - Epoch [22][2260/2640] lr: 1.000e-03, eta: 17:10:45, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.6312, top5_acc: 0.8570, loss_cls: 1.4071, loss: 1.4071, grad_norm: 6.9121 2020-10-11 12:02:55,632 - mmaction - INFO - Epoch [22][2280/2640] lr: 1.000e-03, eta: 17:10:28, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8422, loss_cls: 1.4662, loss: 1.4662, grad_norm: 7.0075 2020-10-11 12:03:12,242 - mmaction - INFO - Epoch [22][2300/2640] lr: 1.000e-03, eta: 17:10:12, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8516, loss_cls: 1.4420, loss: 1.4420, grad_norm: 7.0719 2020-10-11 12:03:28,780 - mmaction - INFO - Epoch [22][2320/2640] lr: 1.000e-03, eta: 17:09:55, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8594, loss_cls: 1.3878, loss: 1.3878, grad_norm: 6.9948 2020-10-11 12:03:45,437 - mmaction - INFO - Epoch [22][2340/2640] lr: 1.000e-03, eta: 17:09:38, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8617, loss_cls: 1.3712, loss: 1.3712, grad_norm: 6.8472 2020-10-11 12:04:01,880 - mmaction - INFO - Epoch [22][2360/2640] lr: 1.000e-03, eta: 17:09:21, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.9412 2020-10-11 12:04:18,617 - mmaction - INFO - Epoch [22][2380/2640] lr: 1.000e-03, eta: 17:09:05, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8641, loss_cls: 1.4023, loss: 1.4023, grad_norm: 7.0329 2020-10-11 12:04:35,285 - mmaction - INFO - Epoch [22][2400/2640] lr: 1.000e-03, eta: 17:08:48, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8727, loss_cls: 1.3619, loss: 1.3619, grad_norm: 7.0320 2020-10-11 12:04:51,763 - mmaction - INFO - Epoch [22][2420/2640] lr: 1.000e-03, eta: 17:08:31, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8578, loss_cls: 1.3474, loss: 1.3474, grad_norm: 6.8190 2020-10-11 12:05:08,461 - mmaction - INFO - Epoch [22][2440/2640] lr: 1.000e-03, eta: 17:08:15, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8758, loss_cls: 1.3434, loss: 1.3434, grad_norm: 6.9583 2020-10-11 12:05:24,910 - mmaction - INFO - Epoch [22][2460/2640] lr: 1.000e-03, eta: 17:07:58, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.7429 2020-10-11 12:05:41,519 - mmaction - INFO - Epoch [22][2480/2640] lr: 1.000e-03, eta: 17:07:41, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8664, loss_cls: 1.4043, loss: 1.4043, grad_norm: 6.8769 2020-10-11 12:05:58,010 - mmaction - INFO - Epoch [22][2500/2640] lr: 1.000e-03, eta: 17:07:24, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.6250, top5_acc: 0.8430, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.9808 2020-10-11 12:06:14,503 - mmaction - INFO - Epoch [22][2520/2640] lr: 1.000e-03, eta: 17:07:07, time: 0.823, data_time: 0.001, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.8294 2020-10-11 12:06:30,986 - mmaction - INFO - Epoch [22][2540/2640] lr: 1.000e-03, eta: 17:06:51, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8711, loss_cls: 1.3461, loss: 1.3461, grad_norm: 6.7687 2020-10-11 12:06:47,627 - mmaction - INFO - Epoch [22][2560/2640] lr: 1.000e-03, eta: 17:06:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.5945, top5_acc: 0.8367, loss_cls: 1.4972, loss: 1.4972, grad_norm: 7.4450 2020-10-11 12:07:04,046 - mmaction - INFO - Epoch [22][2580/2640] lr: 1.000e-03, eta: 17:06:17, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.6195, top5_acc: 0.8656, loss_cls: 1.3878, loss: 1.3878, grad_norm: 7.0130 2020-10-11 12:07:20,687 - mmaction - INFO - Epoch [22][2600/2640] lr: 1.000e-03, eta: 17:06:00, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6242, top5_acc: 0.8539, loss_cls: 1.4393, loss: 1.4393, grad_norm: 7.1977 2020-10-11 12:07:37,222 - mmaction - INFO - Epoch [22][2620/2640] lr: 1.000e-03, eta: 17:05:44, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.4174, loss: 1.4174, grad_norm: 6.8989 2020-10-11 12:07:53,236 - mmaction - INFO - Epoch [22][2640/2640] lr: 1.000e-03, eta: 17:05:26, time: 0.801, data_time: 0.002, memory: 9800, top1_acc: 0.6355, top5_acc: 0.8524, loss_cls: 1.4008, loss: 1.4008, grad_norm: 7.1748 2020-10-11 12:07:53,625 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-10-11 12:08:24,985 - mmaction - INFO - Epoch [23][20/2640] lr: 1.000e-03, eta: 17:05:24, time: 1.393, data_time: 0.556, memory: 9800, top1_acc: 0.6297, top5_acc: 0.8641, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.0125 2020-10-11 12:08:41,426 - mmaction - INFO - Epoch [23][40/2640] lr: 1.000e-03, eta: 17:05:07, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8695, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.9039 2020-10-11 12:08:57,839 - mmaction - INFO - Epoch [23][60/2640] lr: 1.000e-03, eta: 17:04:50, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8719, loss_cls: 1.2667, loss: 1.2667, grad_norm: 6.4808 2020-10-11 12:09:14,405 - mmaction - INFO - Epoch [23][80/2640] lr: 1.000e-03, eta: 17:04:33, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.9099 2020-10-11 12:09:30,802 - mmaction - INFO - Epoch [23][100/2640] lr: 1.000e-03, eta: 17:04:16, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8602, loss_cls: 1.3777, loss: 1.3777, grad_norm: 6.7960 2020-10-11 12:09:47,295 - mmaction - INFO - Epoch [23][120/2640] lr: 1.000e-03, eta: 17:03:59, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6320, top5_acc: 0.8508, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.1216 2020-10-11 12:10:03,722 - mmaction - INFO - Epoch [23][140/2640] lr: 1.000e-03, eta: 17:03:42, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8555, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.7332 2020-10-11 12:10:20,181 - mmaction - INFO - Epoch [23][160/2640] lr: 1.000e-03, eta: 17:03:25, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8789, loss_cls: 1.3012, loss: 1.3012, grad_norm: 6.8601 2020-10-11 12:10:36,761 - mmaction - INFO - Epoch [23][180/2640] lr: 1.000e-03, eta: 17:03:09, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8562, loss_cls: 1.3822, loss: 1.3822, grad_norm: 6.9297 2020-10-11 12:10:53,226 - mmaction - INFO - Epoch [23][200/2640] lr: 1.000e-03, eta: 17:02:52, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.8977 2020-10-11 12:11:09,751 - mmaction - INFO - Epoch [23][220/2640] lr: 1.000e-03, eta: 17:02:35, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8734, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.9343 2020-10-11 12:11:26,204 - mmaction - INFO - Epoch [23][240/2640] lr: 1.000e-03, eta: 17:02:18, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8602, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.0060 2020-10-11 12:11:42,893 - mmaction - INFO - Epoch [23][260/2640] lr: 1.000e-03, eta: 17:02:02, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8711, loss_cls: 1.3169, loss: 1.3169, grad_norm: 6.7071 2020-10-11 12:11:59,298 - mmaction - INFO - Epoch [23][280/2640] lr: 1.000e-03, eta: 17:01:45, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8625, loss_cls: 1.3829, loss: 1.3829, grad_norm: 7.0859 2020-10-11 12:12:15,897 - mmaction - INFO - Epoch [23][300/2640] lr: 1.000e-03, eta: 17:01:28, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8656, loss_cls: 1.3634, loss: 1.3634, grad_norm: 6.9722 2020-10-11 12:12:32,575 - mmaction - INFO - Epoch [23][320/2640] lr: 1.000e-03, eta: 17:01:11, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.6320, top5_acc: 0.8664, loss_cls: 1.3694, loss: 1.3694, grad_norm: 6.9216 2020-10-11 12:12:48,985 - mmaction - INFO - Epoch [23][340/2640] lr: 1.000e-03, eta: 17:00:54, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8586, loss_cls: 1.3637, loss: 1.3637, grad_norm: 6.9406 2020-10-11 12:13:05,648 - mmaction - INFO - Epoch [23][360/2640] lr: 1.000e-03, eta: 17:00:38, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8586, loss_cls: 1.3962, loss: 1.3962, grad_norm: 7.1821 2020-10-11 12:13:22,165 - mmaction - INFO - Epoch [23][380/2640] lr: 1.000e-03, eta: 17:00:21, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8742, loss_cls: 1.3513, loss: 1.3513, grad_norm: 7.1846 2020-10-11 12:13:38,730 - mmaction - INFO - Epoch [23][400/2640] lr: 1.000e-03, eta: 17:00:04, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8719, loss_cls: 1.3282, loss: 1.3282, grad_norm: 6.9923 2020-10-11 12:13:55,217 - mmaction - INFO - Epoch [23][420/2640] lr: 1.000e-03, eta: 16:59:47, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6273, top5_acc: 0.8539, loss_cls: 1.4043, loss: 1.4043, grad_norm: 7.1047 2020-10-11 12:14:11,702 - mmaction - INFO - Epoch [23][440/2640] lr: 1.000e-03, eta: 16:59:30, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8586, loss_cls: 1.4379, loss: 1.4379, grad_norm: 7.0385 2020-10-11 12:14:28,273 - mmaction - INFO - Epoch [23][460/2640] lr: 1.000e-03, eta: 16:59:14, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8555, loss_cls: 1.4041, loss: 1.4041, grad_norm: 7.1052 2020-10-11 12:14:45,080 - mmaction - INFO - Epoch [23][480/2640] lr: 1.000e-03, eta: 16:58:57, time: 0.843, data_time: 0.007, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8531, loss_cls: 1.4007, loss: 1.4007, grad_norm: 6.8918 2020-10-11 12:15:01,495 - mmaction - INFO - Epoch [23][500/2640] lr: 1.000e-03, eta: 16:58:40, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6219, top5_acc: 0.8531, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.8761 2020-10-11 12:15:18,072 - mmaction - INFO - Epoch [23][520/2640] lr: 1.000e-03, eta: 16:58:23, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8641, loss_cls: 1.3717, loss: 1.3717, grad_norm: 7.0712 2020-10-11 12:15:34,753 - mmaction - INFO - Epoch [23][540/2640] lr: 1.000e-03, eta: 16:58:07, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8727, loss_cls: 1.2928, loss: 1.2928, grad_norm: 6.8413 2020-10-11 12:15:51,140 - mmaction - INFO - Epoch [23][560/2640] lr: 1.000e-03, eta: 16:57:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8648, loss_cls: 1.3165, loss: 1.3165, grad_norm: 6.9279 2020-10-11 12:16:07,642 - mmaction - INFO - Epoch [23][580/2640] lr: 1.000e-03, eta: 16:57:33, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8719, loss_cls: 1.3196, loss: 1.3196, grad_norm: 7.0260 2020-10-11 12:16:24,211 - mmaction - INFO - Epoch [23][600/2640] lr: 1.000e-03, eta: 16:57:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8672, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.9044 2020-10-11 12:16:40,830 - mmaction - INFO - Epoch [23][620/2640] lr: 1.000e-03, eta: 16:57:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8633, loss_cls: 1.3533, loss: 1.3533, grad_norm: 6.8879 2020-10-11 12:16:57,306 - mmaction - INFO - Epoch [23][640/2640] lr: 1.000e-03, eta: 16:56:43, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8570, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.0613 2020-10-11 12:17:13,807 - mmaction - INFO - Epoch [23][660/2640] lr: 1.000e-03, eta: 16:56:26, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8711, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.8420 2020-10-11 12:17:30,430 - mmaction - INFO - Epoch [23][680/2640] lr: 1.000e-03, eta: 16:56:09, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6242, top5_acc: 0.8539, loss_cls: 1.4540, loss: 1.4540, grad_norm: 7.2748 2020-10-11 12:17:47,088 - mmaction - INFO - Epoch [23][700/2640] lr: 1.000e-03, eta: 16:55:53, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3275, loss: 1.3275, grad_norm: 6.8988 2020-10-11 12:18:03,676 - mmaction - INFO - Epoch [23][720/2640] lr: 1.000e-03, eta: 16:55:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8516, loss_cls: 1.4035, loss: 1.4035, grad_norm: 7.0748 2020-10-11 12:18:20,297 - mmaction - INFO - Epoch [23][740/2640] lr: 1.000e-03, eta: 16:55:19, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.4018, loss: 1.4018, grad_norm: 7.1137 2020-10-11 12:18:36,737 - mmaction - INFO - Epoch [23][760/2640] lr: 1.000e-03, eta: 16:55:02, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8766, loss_cls: 1.3084, loss: 1.3084, grad_norm: 6.8440 2020-10-11 12:18:53,270 - mmaction - INFO - Epoch [23][780/2640] lr: 1.000e-03, eta: 16:54:45, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8531, loss_cls: 1.4090, loss: 1.4090, grad_norm: 7.0118 2020-10-11 12:19:09,938 - mmaction - INFO - Epoch [23][800/2640] lr: 1.000e-03, eta: 16:54:29, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8625, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.1560 2020-10-11 12:19:26,383 - mmaction - INFO - Epoch [23][820/2640] lr: 1.000e-03, eta: 16:54:12, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8789, loss_cls: 1.2525, loss: 1.2525, grad_norm: 6.8492 2020-10-11 12:19:42,857 - mmaction - INFO - Epoch [23][840/2640] lr: 1.000e-03, eta: 16:53:55, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6172, top5_acc: 0.8523, loss_cls: 1.4359, loss: 1.4359, grad_norm: 7.1534 2020-10-11 12:19:59,375 - mmaction - INFO - Epoch [23][860/2640] lr: 1.000e-03, eta: 16:53:38, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8594, loss_cls: 1.3874, loss: 1.3874, grad_norm: 7.3211 2020-10-11 12:20:15,986 - mmaction - INFO - Epoch [23][880/2640] lr: 1.000e-03, eta: 16:53:22, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8617, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.9327 2020-10-11 12:20:32,425 - mmaction - INFO - Epoch [23][900/2640] lr: 1.000e-03, eta: 16:53:05, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6312, top5_acc: 0.8602, loss_cls: 1.3605, loss: 1.3605, grad_norm: 7.0643 2020-10-11 12:20:49,073 - mmaction - INFO - Epoch [23][920/2640] lr: 1.000e-03, eta: 16:52:48, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8477, loss_cls: 1.4135, loss: 1.4135, grad_norm: 7.0691 2020-10-11 12:21:05,928 - mmaction - INFO - Epoch [23][940/2640] lr: 1.000e-03, eta: 16:52:32, time: 0.843, data_time: 0.004, memory: 9800, top1_acc: 0.6219, top5_acc: 0.8469, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.1926 2020-10-11 12:21:22,450 - mmaction - INFO - Epoch [23][960/2640] lr: 1.000e-03, eta: 16:52:15, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6320, top5_acc: 0.8539, loss_cls: 1.3897, loss: 1.3897, grad_norm: 6.9869 2020-10-11 12:21:38,929 - mmaction - INFO - Epoch [23][980/2640] lr: 1.000e-03, eta: 16:51:58, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8789, loss_cls: 1.2647, loss: 1.2647, grad_norm: 7.1450 2020-10-11 12:21:55,527 - mmaction - INFO - Epoch [23][1000/2640] lr: 1.000e-03, eta: 16:51:41, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8766, loss_cls: 1.3299, loss: 1.3299, grad_norm: 7.3195 2020-10-11 12:22:12,015 - mmaction - INFO - Epoch [23][1020/2640] lr: 1.000e-03, eta: 16:51:24, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6453, top5_acc: 0.8578, loss_cls: 1.4139, loss: 1.4139, grad_norm: 7.4242 2020-10-11 12:22:28,560 - mmaction - INFO - Epoch [23][1040/2640] lr: 1.000e-03, eta: 16:51:08, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8625, loss_cls: 1.3749, loss: 1.3749, grad_norm: 7.3781 2020-10-11 12:22:44,963 - mmaction - INFO - Epoch [23][1060/2640] lr: 1.000e-03, eta: 16:50:51, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8531, loss_cls: 1.4089, loss: 1.4089, grad_norm: 7.2850 2020-10-11 12:23:01,604 - mmaction - INFO - Epoch [23][1080/2640] lr: 1.000e-03, eta: 16:50:34, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8805, loss_cls: 1.3046, loss: 1.3046, grad_norm: 7.1197 2020-10-11 12:23:18,120 - mmaction - INFO - Epoch [23][1100/2640] lr: 1.000e-03, eta: 16:50:17, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8625, loss_cls: 1.4168, loss: 1.4168, grad_norm: 7.3281 2020-10-11 12:23:34,795 - mmaction - INFO - Epoch [23][1120/2640] lr: 1.000e-03, eta: 16:50:01, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8633, loss_cls: 1.3331, loss: 1.3331, grad_norm: 6.8460 2020-10-11 12:23:51,257 - mmaction - INFO - Epoch [23][1140/2640] lr: 1.000e-03, eta: 16:49:44, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8539, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.1466 2020-10-11 12:24:07,950 - mmaction - INFO - Epoch [23][1160/2640] lr: 1.000e-03, eta: 16:49:27, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8680, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.1727 2020-10-11 12:24:24,396 - mmaction - INFO - Epoch [23][1180/2640] lr: 1.000e-03, eta: 16:49:10, time: 0.825, data_time: 0.007, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8727, loss_cls: 1.3015, loss: 1.3015, grad_norm: 6.7754 2020-10-11 12:24:40,871 - mmaction - INFO - Epoch [23][1200/2640] lr: 1.000e-03, eta: 16:48:53, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.4253, loss: 1.4253, grad_norm: 7.1346 2020-10-11 12:24:57,384 - mmaction - INFO - Epoch [23][1220/2640] lr: 1.000e-03, eta: 16:48:37, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8672, loss_cls: 1.3754, loss: 1.3754, grad_norm: 7.1423 2020-10-11 12:25:14,022 - mmaction - INFO - Epoch [23][1240/2640] lr: 1.000e-03, eta: 16:48:20, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6188, top5_acc: 0.8531, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.0705 2020-10-11 12:25:30,422 - mmaction - INFO - Epoch [23][1260/2640] lr: 1.000e-03, eta: 16:48:03, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8586, loss_cls: 1.3657, loss: 1.3657, grad_norm: 7.0468 2020-10-11 12:25:46,966 - mmaction - INFO - Epoch [23][1280/2640] lr: 1.000e-03, eta: 16:47:46, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8781, loss_cls: 1.2912, loss: 1.2912, grad_norm: 6.8920 2020-10-11 12:26:03,519 - mmaction - INFO - Epoch [23][1300/2640] lr: 1.000e-03, eta: 16:47:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8875, loss_cls: 1.2068, loss: 1.2068, grad_norm: 6.8936 2020-10-11 12:26:20,133 - mmaction - INFO - Epoch [23][1320/2640] lr: 1.000e-03, eta: 16:47:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8672, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.2275 2020-10-11 12:26:36,614 - mmaction - INFO - Epoch [23][1340/2640] lr: 1.000e-03, eta: 16:46:56, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6328, top5_acc: 0.8609, loss_cls: 1.4035, loss: 1.4035, grad_norm: 7.1147 2020-10-11 12:26:53,190 - mmaction - INFO - Epoch [23][1360/2640] lr: 1.000e-03, eta: 16:46:39, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6281, top5_acc: 0.8672, loss_cls: 1.3782, loss: 1.3782, grad_norm: 7.0681 2020-10-11 12:27:09,703 - mmaction - INFO - Epoch [23][1380/2640] lr: 1.000e-03, eta: 16:46:22, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.2889 2020-10-11 12:27:26,143 - mmaction - INFO - Epoch [23][1400/2640] lr: 1.000e-03, eta: 16:46:05, time: 0.825, data_time: 0.007, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8734, loss_cls: 1.3744, loss: 1.3744, grad_norm: 7.1523 2020-10-11 12:27:42,848 - mmaction - INFO - Epoch [23][1420/2640] lr: 1.000e-03, eta: 16:45:49, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3172, loss: 1.3172, grad_norm: 6.9449 2020-10-11 12:27:59,336 - mmaction - INFO - Epoch [23][1440/2640] lr: 1.000e-03, eta: 16:45:32, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8727, loss_cls: 1.3369, loss: 1.3369, grad_norm: 6.9124 2020-10-11 12:28:15,842 - mmaction - INFO - Epoch [23][1460/2640] lr: 1.000e-03, eta: 16:45:15, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8578, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.7026 2020-10-11 12:28:32,327 - mmaction - INFO - Epoch [23][1480/2640] lr: 1.000e-03, eta: 16:44:58, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8633, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.3854 2020-10-11 12:28:48,857 - mmaction - INFO - Epoch [23][1500/2640] lr: 1.000e-03, eta: 16:44:41, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3351, loss: 1.3351, grad_norm: 7.1374 2020-10-11 12:29:05,283 - mmaction - INFO - Epoch [23][1520/2640] lr: 1.000e-03, eta: 16:44:25, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.5098 2020-10-11 12:29:21,916 - mmaction - INFO - Epoch [23][1540/2640] lr: 1.000e-03, eta: 16:44:08, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6203, top5_acc: 0.8555, loss_cls: 1.4207, loss: 1.4207, grad_norm: 6.9740 2020-10-11 12:29:38,357 - mmaction - INFO - Epoch [23][1560/2640] lr: 1.000e-03, eta: 16:43:51, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8492, loss_cls: 1.4044, loss: 1.4044, grad_norm: 7.1167 2020-10-11 12:29:54,913 - mmaction - INFO - Epoch [23][1580/2640] lr: 1.000e-03, eta: 16:43:34, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8672, loss_cls: 1.3913, loss: 1.3913, grad_norm: 7.1868 2020-10-11 12:30:11,432 - mmaction - INFO - Epoch [23][1600/2640] lr: 1.000e-03, eta: 16:43:17, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8586, loss_cls: 1.3746, loss: 1.3746, grad_norm: 7.1825 2020-10-11 12:30:27,912 - mmaction - INFO - Epoch [23][1620/2640] lr: 1.000e-03, eta: 16:43:01, time: 0.824, data_time: 0.001, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8570, loss_cls: 1.4374, loss: 1.4374, grad_norm: 7.4577 2020-10-11 12:30:44,611 - mmaction - INFO - Epoch [23][1640/2640] lr: 1.000e-03, eta: 16:42:44, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3482, loss: 1.3482, grad_norm: 7.2288 2020-10-11 12:31:01,100 - mmaction - INFO - Epoch [23][1660/2640] lr: 1.000e-03, eta: 16:42:27, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8633, loss_cls: 1.3872, loss: 1.3872, grad_norm: 7.4080 2020-10-11 12:31:17,689 - mmaction - INFO - Epoch [23][1680/2640] lr: 1.000e-03, eta: 16:42:10, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.6289, top5_acc: 0.8641, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.2972 2020-10-11 12:31:34,317 - mmaction - INFO - Epoch [23][1700/2640] lr: 1.000e-03, eta: 16:41:54, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8617, loss_cls: 1.3825, loss: 1.3825, grad_norm: 7.0650 2020-10-11 12:31:50,754 - mmaction - INFO - Epoch [23][1720/2640] lr: 1.000e-03, eta: 16:41:37, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.3151, loss: 1.3151, grad_norm: 6.9557 2020-10-11 12:32:07,304 - mmaction - INFO - Epoch [23][1740/2640] lr: 1.000e-03, eta: 16:41:20, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8586, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.9187 2020-10-11 12:32:23,805 - mmaction - INFO - Epoch [23][1760/2640] lr: 1.000e-03, eta: 16:41:03, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8820, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.9633 2020-10-11 12:32:40,342 - mmaction - INFO - Epoch [23][1780/2640] lr: 1.000e-03, eta: 16:40:47, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8727, loss_cls: 1.3462, loss: 1.3462, grad_norm: 7.1143 2020-10-11 12:32:56,802 - mmaction - INFO - Epoch [23][1800/2640] lr: 1.000e-03, eta: 16:40:30, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.3378, loss: 1.3378, grad_norm: 7.3331 2020-10-11 12:33:13,316 - mmaction - INFO - Epoch [23][1820/2640] lr: 1.000e-03, eta: 16:40:13, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8555, loss_cls: 1.4107, loss: 1.4107, grad_norm: 7.4057 2020-10-11 12:33:29,789 - mmaction - INFO - Epoch [23][1840/2640] lr: 1.000e-03, eta: 16:39:56, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6094, top5_acc: 0.8531, loss_cls: 1.4687, loss: 1.4687, grad_norm: 7.4904 2020-10-11 12:33:46,284 - mmaction - INFO - Epoch [23][1860/2640] lr: 1.000e-03, eta: 16:39:39, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8664, loss_cls: 1.3907, loss: 1.3907, grad_norm: 7.0743 2020-10-11 12:34:02,998 - mmaction - INFO - Epoch [23][1880/2640] lr: 1.000e-03, eta: 16:39:23, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8641, loss_cls: 1.3471, loss: 1.3471, grad_norm: 7.1773 2020-10-11 12:34:19,562 - mmaction - INFO - Epoch [23][1900/2640] lr: 1.000e-03, eta: 16:39:06, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8648, loss_cls: 1.3987, loss: 1.3987, grad_norm: 7.2313 2020-10-11 12:34:36,181 - mmaction - INFO - Epoch [23][1920/2640] lr: 1.000e-03, eta: 16:38:49, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.9970 2020-10-11 12:34:52,657 - mmaction - INFO - Epoch [23][1940/2640] lr: 1.000e-03, eta: 16:38:32, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8711, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.0853 2020-10-11 12:35:09,258 - mmaction - INFO - Epoch [23][1960/2640] lr: 1.000e-03, eta: 16:38:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6211, top5_acc: 0.8445, loss_cls: 1.4558, loss: 1.4558, grad_norm: 7.3290 2020-10-11 12:35:25,710 - mmaction - INFO - Epoch [23][1980/2640] lr: 1.000e-03, eta: 16:37:59, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6258, top5_acc: 0.8492, loss_cls: 1.4148, loss: 1.4148, grad_norm: 7.2029 2020-10-11 12:35:42,498 - mmaction - INFO - Epoch [23][2000/2640] lr: 1.000e-03, eta: 16:37:42, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.3781, loss: 1.3781, grad_norm: 7.0959 2020-10-11 12:35:58,979 - mmaction - INFO - Epoch [23][2020/2640] lr: 1.000e-03, eta: 16:37:25, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6234, top5_acc: 0.8656, loss_cls: 1.4179, loss: 1.4179, grad_norm: 7.2705 2020-10-11 12:36:15,511 - mmaction - INFO - Epoch [23][2040/2640] lr: 1.000e-03, eta: 16:37:09, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8609, loss_cls: 1.3707, loss: 1.3707, grad_norm: 6.9737 2020-10-11 12:36:31,972 - mmaction - INFO - Epoch [23][2060/2640] lr: 1.000e-03, eta: 16:36:52, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.3923, loss: 1.3923, grad_norm: 7.2550 2020-10-11 12:36:48,631 - mmaction - INFO - Epoch [23][2080/2640] lr: 1.000e-03, eta: 16:36:35, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8625, loss_cls: 1.3596, loss: 1.3596, grad_norm: 7.0549 2020-10-11 12:37:05,199 - mmaction - INFO - Epoch [23][2100/2640] lr: 1.000e-03, eta: 16:36:18, time: 0.832, data_time: 0.008, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3511, loss: 1.3511, grad_norm: 7.0385 2020-10-11 12:37:21,751 - mmaction - INFO - Epoch [23][2120/2640] lr: 1.000e-03, eta: 16:36:02, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8617, loss_cls: 1.3740, loss: 1.3740, grad_norm: 7.0417 2020-10-11 12:37:38,437 - mmaction - INFO - Epoch [23][2140/2640] lr: 1.000e-03, eta: 16:35:45, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8609, loss_cls: 1.3780, loss: 1.3780, grad_norm: 7.1732 2020-10-11 12:37:54,898 - mmaction - INFO - Epoch [23][2160/2640] lr: 1.000e-03, eta: 16:35:28, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8773, loss_cls: 1.3181, loss: 1.3181, grad_norm: 7.1878 2020-10-11 12:38:11,597 - mmaction - INFO - Epoch [23][2180/2640] lr: 1.000e-03, eta: 16:35:12, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4000, loss: 1.4000, grad_norm: 7.3247 2020-10-11 12:38:28,112 - mmaction - INFO - Epoch [23][2200/2640] lr: 1.000e-03, eta: 16:34:55, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8547, loss_cls: 1.4165, loss: 1.4165, grad_norm: 7.4382 2020-10-11 12:38:44,681 - mmaction - INFO - Epoch [23][2220/2640] lr: 1.000e-03, eta: 16:34:38, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8617, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.8861 2020-10-11 12:39:01,061 - mmaction - INFO - Epoch [23][2240/2640] lr: 1.000e-03, eta: 16:34:21, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8727, loss_cls: 1.3652, loss: 1.3652, grad_norm: 6.9184 2020-10-11 12:39:17,679 - mmaction - INFO - Epoch [23][2260/2640] lr: 1.000e-03, eta: 16:34:04, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8602, loss_cls: 1.4010, loss: 1.4010, grad_norm: 7.0959 2020-10-11 12:39:34,414 - mmaction - INFO - Epoch [23][2280/2640] lr: 1.000e-03, eta: 16:33:48, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8656, loss_cls: 1.3865, loss: 1.3865, grad_norm: 7.1687 2020-10-11 12:39:50,820 - mmaction - INFO - Epoch [23][2300/2640] lr: 1.000e-03, eta: 16:33:31, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6180, top5_acc: 0.8453, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.2417 2020-10-11 12:40:07,312 - mmaction - INFO - Epoch [23][2320/2640] lr: 1.000e-03, eta: 16:33:14, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6297, top5_acc: 0.8453, loss_cls: 1.4686, loss: 1.4686, grad_norm: 7.2343 2020-10-11 12:40:23,927 - mmaction - INFO - Epoch [23][2340/2640] lr: 1.000e-03, eta: 16:32:57, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8664, loss_cls: 1.3000, loss: 1.3000, grad_norm: 6.9768 2020-10-11 12:40:40,604 - mmaction - INFO - Epoch [23][2360/2640] lr: 1.000e-03, eta: 16:32:41, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8609, loss_cls: 1.3719, loss: 1.3719, grad_norm: 7.0505 2020-10-11 12:40:57,101 - mmaction - INFO - Epoch [23][2380/2640] lr: 1.000e-03, eta: 16:32:24, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8773, loss_cls: 1.2975, loss: 1.2975, grad_norm: 7.1138 2020-10-11 12:41:13,813 - mmaction - INFO - Epoch [23][2400/2640] lr: 1.000e-03, eta: 16:32:07, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8773, loss_cls: 1.3231, loss: 1.3231, grad_norm: 7.1902 2020-10-11 12:41:30,352 - mmaction - INFO - Epoch [23][2420/2640] lr: 1.000e-03, eta: 16:31:51, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8523, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.1165 2020-10-11 12:41:46,978 - mmaction - INFO - Epoch [23][2440/2640] lr: 1.000e-03, eta: 16:31:34, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8695, loss_cls: 1.3384, loss: 1.3384, grad_norm: 7.1452 2020-10-11 12:42:03,528 - mmaction - INFO - Epoch [23][2460/2640] lr: 1.000e-03, eta: 16:31:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8664, loss_cls: 1.3177, loss: 1.3177, grad_norm: 7.0034 2020-10-11 12:42:19,964 - mmaction - INFO - Epoch [23][2480/2640] lr: 1.000e-03, eta: 16:31:00, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8734, loss_cls: 1.3695, loss: 1.3695, grad_norm: 7.1141 2020-10-11 12:42:36,565 - mmaction - INFO - Epoch [23][2500/2640] lr: 1.000e-03, eta: 16:30:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.0180 2020-10-11 12:42:53,085 - mmaction - INFO - Epoch [23][2520/2640] lr: 1.000e-03, eta: 16:30:27, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.3045, loss: 1.3045, grad_norm: 6.9697 2020-10-11 12:43:09,749 - mmaction - INFO - Epoch [23][2540/2640] lr: 1.000e-03, eta: 16:30:10, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8617, loss_cls: 1.3183, loss: 1.3183, grad_norm: 7.2247 2020-10-11 12:43:26,272 - mmaction - INFO - Epoch [23][2560/2640] lr: 1.000e-03, eta: 16:29:53, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8641, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.2070 2020-10-11 12:43:42,968 - mmaction - INFO - Epoch [23][2580/2640] lr: 1.000e-03, eta: 16:29:37, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8617, loss_cls: 1.3817, loss: 1.3817, grad_norm: 7.0038 2020-10-11 12:43:59,364 - mmaction - INFO - Epoch [23][2600/2640] lr: 1.000e-03, eta: 16:29:20, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8773, loss_cls: 1.2889, loss: 1.2889, grad_norm: 7.0219 2020-10-11 12:44:15,978 - mmaction - INFO - Epoch [23][2620/2640] lr: 1.000e-03, eta: 16:29:03, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8547, loss_cls: 1.3863, loss: 1.3863, grad_norm: 6.9560 2020-10-11 12:44:31,973 - mmaction - INFO - Epoch [23][2640/2640] lr: 1.000e-03, eta: 16:28:46, time: 0.801, data_time: 0.005, memory: 9800, top1_acc: 0.6395, top5_acc: 0.8565, loss_cls: 1.4141, loss: 1.4141, grad_norm: 7.2107 2020-10-11 12:44:32,219 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-10-11 12:44:59,089 - mmaction - INFO - Epoch [24][20/2640] lr: 1.000e-03, eta: 16:28:38, time: 1.193, data_time: 0.358, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8633, loss_cls: 1.3445, loss: 1.3445, grad_norm: 7.1624 2020-10-11 12:45:15,463 - mmaction - INFO - Epoch [24][40/2640] lr: 1.000e-03, eta: 16:28:21, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8672, loss_cls: 1.3032, loss: 1.3032, grad_norm: 6.7199 2020-10-11 12:45:31,834 - mmaction - INFO - Epoch [24][60/2640] lr: 1.000e-03, eta: 16:28:04, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8828, loss_cls: 1.2644, loss: 1.2644, grad_norm: 6.8914 2020-10-11 12:45:48,353 - mmaction - INFO - Epoch [24][80/2640] lr: 1.000e-03, eta: 16:27:47, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.3774 2020-10-11 12:46:04,826 - mmaction - INFO - Epoch [24][100/2640] lr: 1.000e-03, eta: 16:27:30, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8641, loss_cls: 1.3276, loss: 1.3276, grad_norm: 7.0580 2020-10-11 12:46:21,413 - mmaction - INFO - Epoch [24][120/2640] lr: 1.000e-03, eta: 16:27:13, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.3303, loss: 1.3303, grad_norm: 7.0106 2020-10-11 12:46:37,875 - mmaction - INFO - Epoch [24][140/2640] lr: 1.000e-03, eta: 16:26:56, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3435, loss: 1.3435, grad_norm: 7.2057 2020-10-11 12:46:54,275 - mmaction - INFO - Epoch [24][160/2640] lr: 1.000e-03, eta: 16:26:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6266, top5_acc: 0.8797, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.5373 2020-10-11 12:47:10,812 - mmaction - INFO - Epoch [24][180/2640] lr: 1.000e-03, eta: 16:26:23, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3281, loss: 1.3281, grad_norm: 7.1055 2020-10-11 12:47:27,368 - mmaction - INFO - Epoch [24][200/2640] lr: 1.000e-03, eta: 16:26:06, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8789, loss_cls: 1.3025, loss: 1.3025, grad_norm: 7.1593 2020-10-11 12:47:43,936 - mmaction - INFO - Epoch [24][220/2640] lr: 1.000e-03, eta: 16:25:49, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8711, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.0108 2020-10-11 12:48:00,429 - mmaction - INFO - Epoch [24][240/2640] lr: 1.000e-03, eta: 16:25:32, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3673, loss: 1.3673, grad_norm: 7.3066 2020-10-11 12:48:17,082 - mmaction - INFO - Epoch [24][260/2640] lr: 1.000e-03, eta: 16:25:16, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3088, loss: 1.3088, grad_norm: 6.9165 2020-10-11 12:48:33,572 - mmaction - INFO - Epoch [24][280/2640] lr: 1.000e-03, eta: 16:24:59, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8781, loss_cls: 1.2254, loss: 1.2254, grad_norm: 6.8509 2020-10-11 12:48:50,004 - mmaction - INFO - Epoch [24][300/2640] lr: 1.000e-03, eta: 16:24:42, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8688, loss_cls: 1.3284, loss: 1.3284, grad_norm: 7.0990 2020-10-11 12:49:06,508 - mmaction - INFO - Epoch [24][320/2640] lr: 1.000e-03, eta: 16:24:25, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3168, loss: 1.3168, grad_norm: 7.4734 2020-10-11 12:49:22,964 - mmaction - INFO - Epoch [24][340/2640] lr: 1.000e-03, eta: 16:24:08, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8711, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.3198 2020-10-11 12:49:39,663 - mmaction - INFO - Epoch [24][360/2640] lr: 1.000e-03, eta: 16:23:52, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8883, loss_cls: 1.2414, loss: 1.2414, grad_norm: 7.2236 2020-10-11 12:49:56,144 - mmaction - INFO - Epoch [24][380/2640] lr: 1.000e-03, eta: 16:23:35, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8828, loss_cls: 1.2847, loss: 1.2847, grad_norm: 7.2797 2020-10-11 12:50:12,640 - mmaction - INFO - Epoch [24][400/2640] lr: 1.000e-03, eta: 16:23:18, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8797, loss_cls: 1.3035, loss: 1.3035, grad_norm: 7.2459 2020-10-11 12:50:29,111 - mmaction - INFO - Epoch [24][420/2640] lr: 1.000e-03, eta: 16:23:01, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8727, loss_cls: 1.2923, loss: 1.2923, grad_norm: 7.2940 2020-10-11 12:50:45,756 - mmaction - INFO - Epoch [24][440/2640] lr: 1.000e-03, eta: 16:22:44, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8836, loss_cls: 1.2955, loss: 1.2955, grad_norm: 7.1599 2020-10-11 12:51:02,292 - mmaction - INFO - Epoch [24][460/2640] lr: 1.000e-03, eta: 16:22:28, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8781, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.0834 2020-10-11 12:51:19,019 - mmaction - INFO - Epoch [24][480/2640] lr: 1.000e-03, eta: 16:22:11, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8562, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.3628 2020-10-11 12:51:35,575 - mmaction - INFO - Epoch [24][500/2640] lr: 1.000e-03, eta: 16:21:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5043, loss: 1.5043, grad_norm: 7.5332 2020-10-11 12:51:52,072 - mmaction - INFO - Epoch [24][520/2640] lr: 1.000e-03, eta: 16:21:38, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8711, loss_cls: 1.3442, loss: 1.3442, grad_norm: 7.2700 2020-10-11 12:52:08,584 - mmaction - INFO - Epoch [24][540/2640] lr: 1.000e-03, eta: 16:21:21, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.3738, loss: 1.3738, grad_norm: 7.3745 2020-10-11 12:52:25,054 - mmaction - INFO - Epoch [24][560/2640] lr: 1.000e-03, eta: 16:21:04, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8641, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.1613 2020-10-11 12:52:41,750 - mmaction - INFO - Epoch [24][580/2640] lr: 1.000e-03, eta: 16:20:47, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8719, loss_cls: 1.3097, loss: 1.3097, grad_norm: 7.1966 2020-10-11 12:52:58,141 - mmaction - INFO - Epoch [24][600/2640] lr: 1.000e-03, eta: 16:20:30, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8727, loss_cls: 1.3435, loss: 1.3435, grad_norm: 7.3453 2020-10-11 12:53:14,631 - mmaction - INFO - Epoch [24][620/2640] lr: 1.000e-03, eta: 16:20:14, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8570, loss_cls: 1.3604, loss: 1.3604, grad_norm: 7.5092 2020-10-11 12:53:31,448 - mmaction - INFO - Epoch [24][640/2640] lr: 1.000e-03, eta: 16:19:57, time: 0.841, data_time: 0.003, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8688, loss_cls: 1.3416, loss: 1.3416, grad_norm: 7.2992 2020-10-11 12:53:47,889 - mmaction - INFO - Epoch [24][660/2640] lr: 1.000e-03, eta: 16:19:40, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8742, loss_cls: 1.3251, loss: 1.3251, grad_norm: 7.2966 2020-10-11 12:54:04,619 - mmaction - INFO - Epoch [24][680/2640] lr: 1.000e-03, eta: 16:19:24, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8617, loss_cls: 1.3257, loss: 1.3257, grad_norm: 7.1928 2020-10-11 12:54:21,197 - mmaction - INFO - Epoch [24][700/2640] lr: 1.000e-03, eta: 16:19:07, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8789, loss_cls: 1.2842, loss: 1.2842, grad_norm: 7.5845 2020-10-11 12:54:37,857 - mmaction - INFO - Epoch [24][720/2640] lr: 1.000e-03, eta: 16:18:50, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8688, loss_cls: 1.3758, loss: 1.3758, grad_norm: 7.4051 2020-10-11 12:54:54,244 - mmaction - INFO - Epoch [24][740/2640] lr: 1.000e-03, eta: 16:18:33, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8773, loss_cls: 1.3000, loss: 1.3000, grad_norm: 7.2154 2020-10-11 12:55:10,776 - mmaction - INFO - Epoch [24][760/2640] lr: 1.000e-03, eta: 16:18:17, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3295, loss: 1.3295, grad_norm: 7.5561 2020-10-11 12:55:27,302 - mmaction - INFO - Epoch [24][780/2640] lr: 1.000e-03, eta: 16:18:00, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.4563 2020-10-11 12:55:43,912 - mmaction - INFO - Epoch [24][800/2640] lr: 1.000e-03, eta: 16:17:43, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8695, loss_cls: 1.3441, loss: 1.3441, grad_norm: 7.4046 2020-10-11 12:56:00,423 - mmaction - INFO - Epoch [24][820/2640] lr: 1.000e-03, eta: 16:17:26, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8641, loss_cls: 1.3124, loss: 1.3124, grad_norm: 7.3520 2020-10-11 12:56:16,944 - mmaction - INFO - Epoch [24][840/2640] lr: 1.000e-03, eta: 16:17:10, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8750, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.5551 2020-10-11 12:56:33,599 - mmaction - INFO - Epoch [24][860/2640] lr: 1.000e-03, eta: 16:16:53, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8648, loss_cls: 1.3741, loss: 1.3741, grad_norm: 7.5355 2020-10-11 12:56:50,067 - mmaction - INFO - Epoch [24][880/2640] lr: 1.000e-03, eta: 16:16:36, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8703, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.5055 2020-10-11 12:57:06,776 - mmaction - INFO - Epoch [24][900/2640] lr: 1.000e-03, eta: 16:16:19, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8789, loss_cls: 1.2766, loss: 1.2766, grad_norm: 7.1816 2020-10-11 12:57:23,270 - mmaction - INFO - Epoch [24][920/2640] lr: 1.000e-03, eta: 16:16:03, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.5356 2020-10-11 12:57:39,948 - mmaction - INFO - Epoch [24][940/2640] lr: 1.000e-03, eta: 16:15:46, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8570, loss_cls: 1.3520, loss: 1.3520, grad_norm: 7.5353 2020-10-11 12:57:56,327 - mmaction - INFO - Epoch [24][960/2640] lr: 1.000e-03, eta: 16:15:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2564, loss: 1.2564, grad_norm: 7.1024 2020-10-11 12:58:12,925 - mmaction - INFO - Epoch [24][980/2640] lr: 1.000e-03, eta: 16:15:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.3140, loss: 1.3140, grad_norm: 7.0036 2020-10-11 12:58:29,376 - mmaction - INFO - Epoch [24][1000/2640] lr: 1.000e-03, eta: 16:14:56, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.3742, loss: 1.3742, grad_norm: 7.3186 2020-10-11 12:58:45,944 - mmaction - INFO - Epoch [24][1020/2640] lr: 1.000e-03, eta: 16:14:39, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8820, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.3550 2020-10-11 12:59:02,486 - mmaction - INFO - Epoch [24][1040/2640] lr: 1.000e-03, eta: 16:14:22, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8789, loss_cls: 1.2765, loss: 1.2765, grad_norm: 7.2899 2020-10-11 12:59:19,014 - mmaction - INFO - Epoch [24][1060/2640] lr: 1.000e-03, eta: 16:14:05, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8773, loss_cls: 1.3150, loss: 1.3150, grad_norm: 7.5578 2020-10-11 12:59:35,652 - mmaction - INFO - Epoch [24][1080/2640] lr: 1.000e-03, eta: 16:13:49, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8633, loss_cls: 1.3346, loss: 1.3346, grad_norm: 7.2652 2020-10-11 12:59:52,110 - mmaction - INFO - Epoch [24][1100/2640] lr: 1.000e-03, eta: 16:13:32, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.5456 2020-10-11 13:00:11,729 - mmaction - INFO - Epoch [24][1120/2640] lr: 1.000e-03, eta: 16:13:18, time: 0.980, data_time: 0.006, memory: 9800, top1_acc: 0.6367, top5_acc: 0.8672, loss_cls: 1.3586, loss: 1.3586, grad_norm: 7.5406 2020-10-11 13:00:28,155 - mmaction - INFO - Epoch [24][1140/2640] lr: 1.000e-03, eta: 16:13:02, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8508, loss_cls: 1.3771, loss: 1.3771, grad_norm: 7.4753 2020-10-11 13:00:44,666 - mmaction - INFO - Epoch [24][1160/2640] lr: 1.000e-03, eta: 16:12:45, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8648, loss_cls: 1.3335, loss: 1.3335, grad_norm: 7.4509 2020-10-11 13:01:01,049 - mmaction - INFO - Epoch [24][1180/2640] lr: 1.000e-03, eta: 16:12:28, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8516, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.4529 2020-10-11 13:01:17,680 - mmaction - INFO - Epoch [24][1200/2640] lr: 1.000e-03, eta: 16:12:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8812, loss_cls: 1.2891, loss: 1.2891, grad_norm: 7.2921 2020-10-11 13:01:34,419 - mmaction - INFO - Epoch [24][1220/2640] lr: 1.000e-03, eta: 16:11:55, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8750, loss_cls: 1.3039, loss: 1.3039, grad_norm: 7.3988 2020-10-11 13:01:50,963 - mmaction - INFO - Epoch [24][1240/2640] lr: 1.000e-03, eta: 16:11:38, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8648, loss_cls: 1.3451, loss: 1.3451, grad_norm: 7.6884 2020-10-11 13:02:07,493 - mmaction - INFO - Epoch [24][1260/2640] lr: 1.000e-03, eta: 16:11:21, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8883, loss_cls: 1.2246, loss: 1.2246, grad_norm: 7.0810 2020-10-11 13:02:24,038 - mmaction - INFO - Epoch [24][1280/2640] lr: 1.000e-03, eta: 16:11:04, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8758, loss_cls: 1.3164, loss: 1.3164, grad_norm: 7.2905 2020-10-11 13:02:40,529 - mmaction - INFO - Epoch [24][1300/2640] lr: 1.000e-03, eta: 16:10:47, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8812, loss_cls: 1.3232, loss: 1.3232, grad_norm: 7.4307 2020-10-11 13:02:57,073 - mmaction - INFO - Epoch [24][1320/2640] lr: 1.000e-03, eta: 16:10:31, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8656, loss_cls: 1.3373, loss: 1.3373, grad_norm: 7.2898 2020-10-11 13:03:13,727 - mmaction - INFO - Epoch [24][1340/2640] lr: 1.000e-03, eta: 16:10:14, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.2868, loss: 1.2868, grad_norm: 7.1947 2020-10-11 13:03:30,280 - mmaction - INFO - Epoch [24][1360/2640] lr: 1.000e-03, eta: 16:09:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.2963, loss: 1.2963, grad_norm: 7.3454 2020-10-11 13:03:46,869 - mmaction - INFO - Epoch [24][1380/2640] lr: 1.000e-03, eta: 16:09:41, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8672, loss_cls: 1.2907, loss: 1.2907, grad_norm: 7.4905 2020-10-11 13:04:03,451 - mmaction - INFO - Epoch [24][1400/2640] lr: 1.000e-03, eta: 16:09:24, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.3887, loss: 1.3887, grad_norm: 7.2316 2020-10-11 13:04:20,039 - mmaction - INFO - Epoch [24][1420/2640] lr: 1.000e-03, eta: 16:09:07, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8664, loss_cls: 1.3626, loss: 1.3626, grad_norm: 7.4290 2020-10-11 13:04:36,503 - mmaction - INFO - Epoch [24][1440/2640] lr: 1.000e-03, eta: 16:08:50, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8656, loss_cls: 1.3652, loss: 1.3652, grad_norm: 7.6397 2020-10-11 13:04:53,148 - mmaction - INFO - Epoch [24][1460/2640] lr: 1.000e-03, eta: 16:08:34, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8578, loss_cls: 1.3812, loss: 1.3812, grad_norm: 7.3310 2020-10-11 13:05:09,703 - mmaction - INFO - Epoch [24][1480/2640] lr: 1.000e-03, eta: 16:08:17, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8797, loss_cls: 1.2986, loss: 1.2986, grad_norm: 7.1679 2020-10-11 13:05:26,065 - mmaction - INFO - Epoch [24][1500/2640] lr: 1.000e-03, eta: 16:08:00, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8695, loss_cls: 1.3146, loss: 1.3146, grad_norm: 7.3979 2020-10-11 13:05:42,535 - mmaction - INFO - Epoch [24][1520/2640] lr: 1.000e-03, eta: 16:07:43, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8625, loss_cls: 1.3102, loss: 1.3102, grad_norm: 7.2991 2020-10-11 13:05:59,156 - mmaction - INFO - Epoch [24][1540/2640] lr: 1.000e-03, eta: 16:07:26, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8727, loss_cls: 1.3037, loss: 1.3037, grad_norm: 7.2009 2020-10-11 13:06:15,766 - mmaction - INFO - Epoch [24][1560/2640] lr: 1.000e-03, eta: 16:07:10, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8766, loss_cls: 1.2960, loss: 1.2960, grad_norm: 7.1415 2020-10-11 13:06:32,228 - mmaction - INFO - Epoch [24][1580/2640] lr: 1.000e-03, eta: 16:06:53, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8719, loss_cls: 1.3183, loss: 1.3183, grad_norm: 7.2680 2020-10-11 13:06:48,773 - mmaction - INFO - Epoch [24][1600/2640] lr: 1.000e-03, eta: 16:06:36, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.4245 2020-10-11 13:07:05,309 - mmaction - INFO - Epoch [24][1620/2640] lr: 1.000e-03, eta: 16:06:19, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4264, loss: 1.4264, grad_norm: 7.8140 2020-10-11 13:07:21,827 - mmaction - INFO - Epoch [24][1640/2640] lr: 1.000e-03, eta: 16:06:03, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2769, loss: 1.2769, grad_norm: 7.5823 2020-10-11 13:07:38,391 - mmaction - INFO - Epoch [24][1660/2640] lr: 1.000e-03, eta: 16:05:46, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2380, loss: 1.2380, grad_norm: 7.2619 2020-10-11 13:07:54,797 - mmaction - INFO - Epoch [24][1680/2640] lr: 1.000e-03, eta: 16:05:29, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8648, loss_cls: 1.3478, loss: 1.3478, grad_norm: 7.6358 2020-10-11 13:08:11,497 - mmaction - INFO - Epoch [24][1700/2640] lr: 1.000e-03, eta: 16:05:12, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8852, loss_cls: 1.3197, loss: 1.3197, grad_norm: 7.5718 2020-10-11 13:08:27,928 - mmaction - INFO - Epoch [24][1720/2640] lr: 1.000e-03, eta: 16:04:55, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6312, top5_acc: 0.8664, loss_cls: 1.3805, loss: 1.3805, grad_norm: 7.7479 2020-10-11 13:08:44,439 - mmaction - INFO - Epoch [24][1740/2640] lr: 1.000e-03, eta: 16:04:39, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6242, top5_acc: 0.8438, loss_cls: 1.4447, loss: 1.4447, grad_norm: 7.7994 2020-10-11 13:09:00,813 - mmaction - INFO - Epoch [24][1760/2640] lr: 1.000e-03, eta: 16:04:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8539, loss_cls: 1.3838, loss: 1.3838, grad_norm: 7.4187 2020-10-11 13:09:17,492 - mmaction - INFO - Epoch [24][1780/2640] lr: 1.000e-03, eta: 16:04:05, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8648, loss_cls: 1.3344, loss: 1.3344, grad_norm: 7.4232 2020-10-11 13:09:34,000 - mmaction - INFO - Epoch [24][1800/2640] lr: 1.000e-03, eta: 16:03:48, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8695, loss_cls: 1.2977, loss: 1.2977, grad_norm: 7.2655 2020-10-11 13:09:50,477 - mmaction - INFO - Epoch [24][1820/2640] lr: 1.000e-03, eta: 16:03:31, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8727, loss_cls: 1.3205, loss: 1.3205, grad_norm: 7.4675 2020-10-11 13:10:07,065 - mmaction - INFO - Epoch [24][1840/2640] lr: 1.000e-03, eta: 16:03:15, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8727, loss_cls: 1.3119, loss: 1.3119, grad_norm: 7.3202 2020-10-11 13:10:23,574 - mmaction - INFO - Epoch [24][1860/2640] lr: 1.000e-03, eta: 16:02:58, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6453, top5_acc: 0.8789, loss_cls: 1.3202, loss: 1.3202, grad_norm: 7.4424 2020-10-11 13:10:40,177 - mmaction - INFO - Epoch [24][1880/2640] lr: 1.000e-03, eta: 16:02:41, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8578, loss_cls: 1.3590, loss: 1.3590, grad_norm: 7.5144 2020-10-11 13:10:56,652 - mmaction - INFO - Epoch [24][1900/2640] lr: 1.000e-03, eta: 16:02:24, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8555, loss_cls: 1.3843, loss: 1.3843, grad_norm: 7.5374 2020-10-11 13:11:13,171 - mmaction - INFO - Epoch [24][1920/2640] lr: 1.000e-03, eta: 16:02:08, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8578, loss_cls: 1.3340, loss: 1.3340, grad_norm: 7.2903 2020-10-11 13:11:29,715 - mmaction - INFO - Epoch [24][1940/2640] lr: 1.000e-03, eta: 16:01:51, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6359, top5_acc: 0.8602, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.4807 2020-10-11 13:11:46,236 - mmaction - INFO - Epoch [24][1960/2640] lr: 1.000e-03, eta: 16:01:34, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8656, loss_cls: 1.3642, loss: 1.3642, grad_norm: 7.3202 2020-10-11 13:12:02,814 - mmaction - INFO - Epoch [24][1980/2640] lr: 1.000e-03, eta: 16:01:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8797, loss_cls: 1.2596, loss: 1.2596, grad_norm: 7.1042 2020-10-11 13:12:19,504 - mmaction - INFO - Epoch [24][2000/2640] lr: 1.000e-03, eta: 16:01:01, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8664, loss_cls: 1.3294, loss: 1.3294, grad_norm: 7.3608 2020-10-11 13:12:36,187 - mmaction - INFO - Epoch [24][2020/2640] lr: 1.000e-03, eta: 16:00:44, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8641, loss_cls: 1.3285, loss: 1.3285, grad_norm: 7.3454 2020-10-11 13:12:52,748 - mmaction - INFO - Epoch [24][2040/2640] lr: 1.000e-03, eta: 16:00:27, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8703, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.4746 2020-10-11 13:13:09,283 - mmaction - INFO - Epoch [24][2060/2640] lr: 1.000e-03, eta: 16:00:11, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8727, loss_cls: 1.2970, loss: 1.2970, grad_norm: 7.3431 2020-10-11 13:13:25,823 - mmaction - INFO - Epoch [24][2080/2640] lr: 1.000e-03, eta: 15:59:54, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.1801 2020-10-11 13:13:42,420 - mmaction - INFO - Epoch [24][2100/2640] lr: 1.000e-03, eta: 15:59:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8688, loss_cls: 1.2978, loss: 1.2978, grad_norm: 7.3154 2020-10-11 13:13:58,923 - mmaction - INFO - Epoch [24][2120/2640] lr: 1.000e-03, eta: 15:59:20, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8688, loss_cls: 1.2956, loss: 1.2956, grad_norm: 7.3247 2020-10-11 13:14:15,440 - mmaction - INFO - Epoch [24][2140/2640] lr: 1.000e-03, eta: 15:59:04, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8758, loss_cls: 1.3076, loss: 1.3076, grad_norm: 7.3456 2020-10-11 13:14:31,903 - mmaction - INFO - Epoch [24][2160/2640] lr: 1.000e-03, eta: 15:58:47, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8969, loss_cls: 1.2691, loss: 1.2691, grad_norm: 7.1710 2020-10-11 13:14:48,620 - mmaction - INFO - Epoch [24][2180/2640] lr: 1.000e-03, eta: 15:58:30, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8703, loss_cls: 1.3506, loss: 1.3506, grad_norm: 7.6543 2020-10-11 13:15:05,353 - mmaction - INFO - Epoch [24][2200/2640] lr: 1.000e-03, eta: 15:58:14, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8602, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.3090 2020-10-11 13:15:21,745 - mmaction - INFO - Epoch [24][2220/2640] lr: 1.000e-03, eta: 15:57:57, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8609, loss_cls: 1.3540, loss: 1.3540, grad_norm: 7.5844 2020-10-11 13:15:38,447 - mmaction - INFO - Epoch [24][2240/2640] lr: 1.000e-03, eta: 15:57:40, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3552, loss: 1.3552, grad_norm: 7.2421 2020-10-11 13:15:54,956 - mmaction - INFO - Epoch [24][2260/2640] lr: 1.000e-03, eta: 15:57:23, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.3926, loss: 1.3926, grad_norm: 7.6016 2020-10-11 13:16:11,560 - mmaction - INFO - Epoch [24][2280/2640] lr: 1.000e-03, eta: 15:57:07, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8555, loss_cls: 1.3821, loss: 1.3821, grad_norm: 7.3662 2020-10-11 13:16:28,108 - mmaction - INFO - Epoch [24][2300/2640] lr: 1.000e-03, eta: 15:56:50, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8820, loss_cls: 1.3188, loss: 1.3188, grad_norm: 7.3054 2020-10-11 13:16:44,677 - mmaction - INFO - Epoch [24][2320/2640] lr: 1.000e-03, eta: 15:56:33, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8820, loss_cls: 1.2585, loss: 1.2585, grad_norm: 7.3072 2020-10-11 13:17:01,195 - mmaction - INFO - Epoch [24][2340/2640] lr: 1.000e-03, eta: 15:56:16, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8711, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.3019 2020-10-11 13:17:17,853 - mmaction - INFO - Epoch [24][2360/2640] lr: 1.000e-03, eta: 15:56:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8664, loss_cls: 1.2834, loss: 1.2834, grad_norm: 7.4339 2020-10-11 13:17:34,282 - mmaction - INFO - Epoch [24][2380/2640] lr: 1.000e-03, eta: 15:55:43, time: 0.824, data_time: 0.007, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8609, loss_cls: 1.2735, loss: 1.2735, grad_norm: 7.2815 2020-10-11 13:17:50,664 - mmaction - INFO - Epoch [24][2400/2640] lr: 1.000e-03, eta: 15:55:26, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8773, loss_cls: 1.3131, loss: 1.3131, grad_norm: 7.6817 2020-10-11 13:18:07,286 - mmaction - INFO - Epoch [24][2420/2640] lr: 1.000e-03, eta: 15:55:09, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8648, loss_cls: 1.3494, loss: 1.3494, grad_norm: 7.4674 2020-10-11 13:18:23,832 - mmaction - INFO - Epoch [24][2440/2640] lr: 1.000e-03, eta: 15:54:52, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8625, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.4582 2020-10-11 13:18:40,346 - mmaction - INFO - Epoch [24][2460/2640] lr: 1.000e-03, eta: 15:54:36, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6305, top5_acc: 0.8719, loss_cls: 1.3330, loss: 1.3330, grad_norm: 7.6644 2020-10-11 13:18:56,976 - mmaction - INFO - Epoch [24][2480/2640] lr: 1.000e-03, eta: 15:54:19, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8641, loss_cls: 1.3512, loss: 1.3512, grad_norm: 7.5528 2020-10-11 13:19:13,529 - mmaction - INFO - Epoch [24][2500/2640] lr: 1.000e-03, eta: 15:54:02, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8727, loss_cls: 1.2700, loss: 1.2700, grad_norm: 7.3948 2020-10-11 13:19:30,192 - mmaction - INFO - Epoch [24][2520/2640] lr: 1.000e-03, eta: 15:53:46, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2789, loss: 1.2789, grad_norm: 7.5170 2020-10-11 13:19:46,828 - mmaction - INFO - Epoch [24][2540/2640] lr: 1.000e-03, eta: 15:53:29, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8789, loss_cls: 1.2871, loss: 1.2871, grad_norm: 7.5200 2020-10-11 13:20:03,388 - mmaction - INFO - Epoch [24][2560/2640] lr: 1.000e-03, eta: 15:53:12, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8641, loss_cls: 1.3491, loss: 1.3491, grad_norm: 7.4633 2020-10-11 13:20:19,754 - mmaction - INFO - Epoch [24][2580/2640] lr: 1.000e-03, eta: 15:52:55, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8680, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.3954 2020-10-11 13:20:36,339 - mmaction - INFO - Epoch [24][2600/2640] lr: 1.000e-03, eta: 15:52:39, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6453, top5_acc: 0.8672, loss_cls: 1.3059, loss: 1.3059, grad_norm: 7.5481 2020-10-11 13:20:52,733 - mmaction - INFO - Epoch [24][2620/2640] lr: 1.000e-03, eta: 15:52:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8531, loss_cls: 1.3937, loss: 1.3937, grad_norm: 7.7904 2020-10-11 13:21:08,898 - mmaction - INFO - Epoch [24][2640/2640] lr: 1.000e-03, eta: 15:52:05, time: 0.807, data_time: 0.004, memory: 9800, top1_acc: 0.6444, top5_acc: 0.8653, loss_cls: 1.3915, loss: 1.3915, grad_norm: 7.6155 2020-10-11 13:21:09,285 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-11 13:21:40,495 - mmaction - INFO - Epoch [25][20/2640] lr: 1.000e-03, eta: 15:52:01, time: 1.435, data_time: 0.540, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.1984 2020-10-11 13:21:57,124 - mmaction - INFO - Epoch [25][40/2640] lr: 1.000e-03, eta: 15:51:44, time: 0.832, data_time: 0.003, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8750, loss_cls: 1.2779, loss: 1.2779, grad_norm: 7.3400 2020-10-11 13:22:13,643 - mmaction - INFO - Epoch [25][60/2640] lr: 1.000e-03, eta: 15:51:27, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6406, top5_acc: 0.8672, loss_cls: 1.3262, loss: 1.3262, grad_norm: 7.7190 2020-10-11 13:22:30,211 - mmaction - INFO - Epoch [25][80/2640] lr: 1.000e-03, eta: 15:51:11, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8703, loss_cls: 1.3126, loss: 1.3126, grad_norm: 7.4334 2020-10-11 13:22:46,784 - mmaction - INFO - Epoch [25][100/2640] lr: 1.000e-03, eta: 15:50:54, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8930, loss_cls: 1.1746, loss: 1.1746, grad_norm: 7.3093 2020-10-11 13:23:03,292 - mmaction - INFO - Epoch [25][120/2640] lr: 1.000e-03, eta: 15:50:37, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8789, loss_cls: 1.2725, loss: 1.2725, grad_norm: 7.4000 2020-10-11 13:23:19,807 - mmaction - INFO - Epoch [25][140/2640] lr: 1.000e-03, eta: 15:50:20, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8680, loss_cls: 1.2856, loss: 1.2856, grad_norm: 7.6499 2020-10-11 13:23:36,363 - mmaction - INFO - Epoch [25][160/2640] lr: 1.000e-03, eta: 15:50:04, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8844, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.4563 2020-10-11 13:23:52,740 - mmaction - INFO - Epoch [25][180/2640] lr: 1.000e-03, eta: 15:49:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2595, loss: 1.2595, grad_norm: 7.7198 2020-10-11 13:24:09,356 - mmaction - INFO - Epoch [25][200/2640] lr: 1.000e-03, eta: 15:49:30, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8641, loss_cls: 1.3629, loss: 1.3629, grad_norm: 7.9365 2020-10-11 13:24:25,950 - mmaction - INFO - Epoch [25][220/2640] lr: 1.000e-03, eta: 15:49:13, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2485, loss: 1.2485, grad_norm: 7.3405 2020-10-11 13:24:42,549 - mmaction - INFO - Epoch [25][240/2640] lr: 1.000e-03, eta: 15:48:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6383, top5_acc: 0.8664, loss_cls: 1.3431, loss: 1.3431, grad_norm: 7.7208 2020-10-11 13:24:59,114 - mmaction - INFO - Epoch [25][260/2640] lr: 1.000e-03, eta: 15:48:40, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3085, loss: 1.3085, grad_norm: 7.6657 2020-10-11 13:25:15,752 - mmaction - INFO - Epoch [25][280/2640] lr: 1.000e-03, eta: 15:48:23, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8758, loss_cls: 1.2558, loss: 1.2558, grad_norm: 7.4029 2020-10-11 13:25:32,306 - mmaction - INFO - Epoch [25][300/2640] lr: 1.000e-03, eta: 15:48:06, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8695, loss_cls: 1.3206, loss: 1.3206, grad_norm: 7.7667 2020-10-11 13:25:48,974 - mmaction - INFO - Epoch [25][320/2640] lr: 1.000e-03, eta: 15:47:50, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8898, loss_cls: 1.2039, loss: 1.2039, grad_norm: 7.6391 2020-10-11 13:26:05,479 - mmaction - INFO - Epoch [25][340/2640] lr: 1.000e-03, eta: 15:47:33, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2550, loss: 1.2550, grad_norm: 7.3792 2020-10-11 13:26:21,984 - mmaction - INFO - Epoch [25][360/2640] lr: 1.000e-03, eta: 15:47:16, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8914, loss_cls: 1.1961, loss: 1.1961, grad_norm: 7.4751 2020-10-11 13:26:38,623 - mmaction - INFO - Epoch [25][380/2640] lr: 1.000e-03, eta: 15:47:00, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8742, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.6059 2020-10-11 13:26:55,144 - mmaction - INFO - Epoch [25][400/2640] lr: 1.000e-03, eta: 15:46:43, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8672, loss_cls: 1.3271, loss: 1.3271, grad_norm: 7.7114 2020-10-11 13:27:11,678 - mmaction - INFO - Epoch [25][420/2640] lr: 1.000e-03, eta: 15:46:26, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8852, loss_cls: 1.2224, loss: 1.2224, grad_norm: 7.1986 2020-10-11 13:27:28,253 - mmaction - INFO - Epoch [25][440/2640] lr: 1.000e-03, eta: 15:46:09, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8797, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.7842 2020-10-11 13:27:44,927 - mmaction - INFO - Epoch [25][460/2640] lr: 1.000e-03, eta: 15:45:53, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8828, loss_cls: 1.2652, loss: 1.2652, grad_norm: 7.4916 2020-10-11 13:28:01,405 - mmaction - INFO - Epoch [25][480/2640] lr: 1.000e-03, eta: 15:45:36, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8789, loss_cls: 1.2638, loss: 1.2638, grad_norm: 7.6332 2020-10-11 13:28:17,910 - mmaction - INFO - Epoch [25][500/2640] lr: 1.000e-03, eta: 15:45:19, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8664, loss_cls: 1.3329, loss: 1.3329, grad_norm: 7.4338 2020-10-11 13:28:34,495 - mmaction - INFO - Epoch [25][520/2640] lr: 1.000e-03, eta: 15:45:02, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8945, loss_cls: 1.2202, loss: 1.2202, grad_norm: 7.4194 2020-10-11 13:28:51,081 - mmaction - INFO - Epoch [25][540/2640] lr: 1.000e-03, eta: 15:44:46, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8664, loss_cls: 1.3132, loss: 1.3132, grad_norm: 7.5087 2020-10-11 13:29:07,769 - mmaction - INFO - Epoch [25][560/2640] lr: 1.000e-03, eta: 15:44:29, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6445, top5_acc: 0.8812, loss_cls: 1.3296, loss: 1.3296, grad_norm: 8.0015 2020-10-11 13:29:24,347 - mmaction - INFO - Epoch [25][580/2640] lr: 1.000e-03, eta: 15:44:12, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8656, loss_cls: 1.3147, loss: 1.3147, grad_norm: 7.6916 2020-10-11 13:29:40,935 - mmaction - INFO - Epoch [25][600/2640] lr: 1.000e-03, eta: 15:43:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2244, loss: 1.2244, grad_norm: 7.1908 2020-10-11 13:29:57,340 - mmaction - INFO - Epoch [25][620/2640] lr: 1.000e-03, eta: 15:43:39, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.2788, loss: 1.2788, grad_norm: 7.5894 2020-10-11 13:30:13,822 - mmaction - INFO - Epoch [25][640/2640] lr: 1.000e-03, eta: 15:43:22, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.3547 2020-10-11 13:30:30,329 - mmaction - INFO - Epoch [25][660/2640] lr: 1.000e-03, eta: 15:43:05, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8781, loss_cls: 1.2725, loss: 1.2725, grad_norm: 7.6053 2020-10-11 13:30:46,909 - mmaction - INFO - Epoch [25][680/2640] lr: 1.000e-03, eta: 15:42:48, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8758, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.6569 2020-10-11 13:31:03,574 - mmaction - INFO - Epoch [25][700/2640] lr: 1.000e-03, eta: 15:42:32, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8758, loss_cls: 1.2988, loss: 1.2988, grad_norm: 7.5309 2020-10-11 13:31:20,043 - mmaction - INFO - Epoch [25][720/2640] lr: 1.000e-03, eta: 15:42:15, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.3367, loss: 1.3367, grad_norm: 7.6125 2020-10-11 13:31:36,766 - mmaction - INFO - Epoch [25][740/2640] lr: 1.000e-03, eta: 15:41:58, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8711, loss_cls: 1.2981, loss: 1.2981, grad_norm: 7.7811 2020-10-11 13:31:53,331 - mmaction - INFO - Epoch [25][760/2640] lr: 1.000e-03, eta: 15:41:42, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8711, loss_cls: 1.3052, loss: 1.3052, grad_norm: 7.8162 2020-10-11 13:32:09,829 - mmaction - INFO - Epoch [25][780/2640] lr: 1.000e-03, eta: 15:41:25, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8828, loss_cls: 1.2144, loss: 1.2144, grad_norm: 7.3626 2020-10-11 13:32:26,438 - mmaction - INFO - Epoch [25][800/2640] lr: 1.000e-03, eta: 15:41:08, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8734, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.5782 2020-10-11 13:32:43,032 - mmaction - INFO - Epoch [25][820/2640] lr: 1.000e-03, eta: 15:40:51, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8648, loss_cls: 1.3051, loss: 1.3051, grad_norm: 7.7102 2020-10-11 13:32:59,579 - mmaction - INFO - Epoch [25][840/2640] lr: 1.000e-03, eta: 15:40:35, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8734, loss_cls: 1.2773, loss: 1.2773, grad_norm: 7.5848 2020-10-11 13:33:16,253 - mmaction - INFO - Epoch [25][860/2640] lr: 1.000e-03, eta: 15:40:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8797, loss_cls: 1.2717, loss: 1.2717, grad_norm: 7.8570 2020-10-11 13:33:33,031 - mmaction - INFO - Epoch [25][880/2640] lr: 1.000e-03, eta: 15:40:02, time: 0.842, data_time: 0.007, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8680, loss_cls: 1.2801, loss: 1.2801, grad_norm: 7.7100 2020-10-11 13:33:49,501 - mmaction - INFO - Epoch [25][900/2640] lr: 1.000e-03, eta: 15:39:45, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8969, loss_cls: 1.1686, loss: 1.1686, grad_norm: 7.3938 2020-10-11 13:34:06,004 - mmaction - INFO - Epoch [25][920/2640] lr: 1.000e-03, eta: 15:39:28, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6406, top5_acc: 0.8703, loss_cls: 1.3567, loss: 1.3567, grad_norm: 7.9159 2020-10-11 13:34:22,532 - mmaction - INFO - Epoch [25][940/2640] lr: 1.000e-03, eta: 15:39:11, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8742, loss_cls: 1.2533, loss: 1.2533, grad_norm: 7.5383 2020-10-11 13:34:39,138 - mmaction - INFO - Epoch [25][960/2640] lr: 1.000e-03, eta: 15:38:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8805, loss_cls: 1.2888, loss: 1.2888, grad_norm: 7.7283 2020-10-11 13:34:55,521 - mmaction - INFO - Epoch [25][980/2640] lr: 1.000e-03, eta: 15:38:37, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8766, loss_cls: 1.3182, loss: 1.3182, grad_norm: 7.5512 2020-10-11 13:35:12,145 - mmaction - INFO - Epoch [25][1000/2640] lr: 1.000e-03, eta: 15:38:21, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8742, loss_cls: 1.2908, loss: 1.2908, grad_norm: 7.3777 2020-10-11 13:35:28,687 - mmaction - INFO - Epoch [25][1020/2640] lr: 1.000e-03, eta: 15:38:04, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8797, loss_cls: 1.3049, loss: 1.3049, grad_norm: 7.5931 2020-10-11 13:35:45,191 - mmaction - INFO - Epoch [25][1040/2640] lr: 1.000e-03, eta: 15:37:47, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8641, loss_cls: 1.3234, loss: 1.3234, grad_norm: 7.6491 2020-10-11 13:36:01,719 - mmaction - INFO - Epoch [25][1060/2640] lr: 1.000e-03, eta: 15:37:30, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8766, loss_cls: 1.2995, loss: 1.2995, grad_norm: 7.6835 2020-10-11 13:36:18,513 - mmaction - INFO - Epoch [25][1080/2640] lr: 1.000e-03, eta: 15:37:14, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8742, loss_cls: 1.2761, loss: 1.2761, grad_norm: 7.6806 2020-10-11 13:36:35,073 - mmaction - INFO - Epoch [25][1100/2640] lr: 1.000e-03, eta: 15:36:57, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8570, loss_cls: 1.3334, loss: 1.3334, grad_norm: 7.8149 2020-10-11 13:36:51,426 - mmaction - INFO - Epoch [25][1120/2640] lr: 1.000e-03, eta: 15:36:40, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2196, loss: 1.2196, grad_norm: 7.8310 2020-10-11 13:37:08,004 - mmaction - INFO - Epoch [25][1140/2640] lr: 1.000e-03, eta: 15:36:24, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8703, loss_cls: 1.3063, loss: 1.3063, grad_norm: 7.5952 2020-10-11 13:37:24,426 - mmaction - INFO - Epoch [25][1160/2640] lr: 1.000e-03, eta: 15:36:07, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8773, loss_cls: 1.2776, loss: 1.2776, grad_norm: 7.4362 2020-10-11 13:37:41,077 - mmaction - INFO - Epoch [25][1180/2640] lr: 1.000e-03, eta: 15:35:50, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8672, loss_cls: 1.2885, loss: 1.2885, grad_norm: 7.3977 2020-10-11 13:37:57,550 - mmaction - INFO - Epoch [25][1200/2640] lr: 1.000e-03, eta: 15:35:33, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8766, loss_cls: 1.2874, loss: 1.2874, grad_norm: 7.6298 2020-10-11 13:38:14,118 - mmaction - INFO - Epoch [25][1220/2640] lr: 1.000e-03, eta: 15:35:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8664, loss_cls: 1.3434, loss: 1.3434, grad_norm: 7.6286 2020-10-11 13:38:30,573 - mmaction - INFO - Epoch [25][1240/2640] lr: 1.000e-03, eta: 15:35:00, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8656, loss_cls: 1.3435, loss: 1.3435, grad_norm: 7.8299 2020-10-11 13:38:47,205 - mmaction - INFO - Epoch [25][1260/2640] lr: 1.000e-03, eta: 15:34:43, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8648, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.5296 2020-10-11 13:39:03,736 - mmaction - INFO - Epoch [25][1280/2640] lr: 1.000e-03, eta: 15:34:26, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8797, loss_cls: 1.2656, loss: 1.2656, grad_norm: 7.6256 2020-10-11 13:39:20,401 - mmaction - INFO - Epoch [25][1300/2640] lr: 1.000e-03, eta: 15:34:10, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8672, loss_cls: 1.3108, loss: 1.3108, grad_norm: 7.7743 2020-10-11 13:39:36,921 - mmaction - INFO - Epoch [25][1320/2640] lr: 1.000e-03, eta: 15:33:53, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.2786, loss: 1.2786, grad_norm: 7.5286 2020-10-11 13:39:53,330 - mmaction - INFO - Epoch [25][1340/2640] lr: 1.000e-03, eta: 15:33:36, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8945, loss_cls: 1.2145, loss: 1.2145, grad_norm: 7.5655 2020-10-11 13:40:09,829 - mmaction - INFO - Epoch [25][1360/2640] lr: 1.000e-03, eta: 15:33:19, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8703, loss_cls: 1.3155, loss: 1.3155, grad_norm: 7.7305 2020-10-11 13:40:26,393 - mmaction - INFO - Epoch [25][1380/2640] lr: 1.000e-03, eta: 15:33:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.7465 2020-10-11 13:40:42,931 - mmaction - INFO - Epoch [25][1400/2640] lr: 1.000e-03, eta: 15:32:46, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8648, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.7597 2020-10-11 13:40:59,428 - mmaction - INFO - Epoch [25][1420/2640] lr: 1.000e-03, eta: 15:32:29, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8742, loss_cls: 1.3139, loss: 1.3139, grad_norm: 7.4870 2020-10-11 13:41:16,214 - mmaction - INFO - Epoch [25][1440/2640] lr: 1.000e-03, eta: 15:32:12, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8664, loss_cls: 1.3396, loss: 1.3396, grad_norm: 7.8880 2020-10-11 13:41:32,840 - mmaction - INFO - Epoch [25][1460/2640] lr: 1.000e-03, eta: 15:31:56, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8656, loss_cls: 1.3278, loss: 1.3278, grad_norm: 7.8258 2020-10-11 13:41:49,243 - mmaction - INFO - Epoch [25][1480/2640] lr: 1.000e-03, eta: 15:31:39, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8914, loss_cls: 1.2116, loss: 1.2116, grad_norm: 7.7186 2020-10-11 13:42:05,801 - mmaction - INFO - Epoch [25][1500/2640] lr: 1.000e-03, eta: 15:31:22, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8805, loss_cls: 1.2695, loss: 1.2695, grad_norm: 7.5412 2020-10-11 13:42:22,458 - mmaction - INFO - Epoch [25][1520/2640] lr: 1.000e-03, eta: 15:31:05, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.6948 2020-10-11 13:42:39,222 - mmaction - INFO - Epoch [25][1540/2640] lr: 1.000e-03, eta: 15:30:49, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8773, loss_cls: 1.2990, loss: 1.2990, grad_norm: 7.6468 2020-10-11 13:42:55,689 - mmaction - INFO - Epoch [25][1560/2640] lr: 1.000e-03, eta: 15:30:32, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.3716, loss: 1.3716, grad_norm: 7.6736 2020-10-11 13:43:12,225 - mmaction - INFO - Epoch [25][1580/2640] lr: 1.000e-03, eta: 15:30:15, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8633, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.8281 2020-10-11 13:43:28,761 - mmaction - INFO - Epoch [25][1600/2640] lr: 1.000e-03, eta: 15:29:58, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8672, loss_cls: 1.3640, loss: 1.3640, grad_norm: 8.1628 2020-10-11 13:43:45,322 - mmaction - INFO - Epoch [25][1620/2640] lr: 1.000e-03, eta: 15:29:42, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8719, loss_cls: 1.3195, loss: 1.3195, grad_norm: 7.6390 2020-10-11 13:44:01,765 - mmaction - INFO - Epoch [25][1640/2640] lr: 1.000e-03, eta: 15:29:25, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.2781, loss: 1.2781, grad_norm: 7.7747 2020-10-11 13:44:18,344 - mmaction - INFO - Epoch [25][1660/2640] lr: 1.000e-03, eta: 15:29:08, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6516, top5_acc: 0.8750, loss_cls: 1.2911, loss: 1.2911, grad_norm: 7.7586 2020-10-11 13:44:35,021 - mmaction - INFO - Epoch [25][1680/2640] lr: 1.000e-03, eta: 15:28:52, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.5174 2020-10-11 13:44:51,528 - mmaction - INFO - Epoch [25][1700/2640] lr: 1.000e-03, eta: 15:28:35, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6414, top5_acc: 0.8648, loss_cls: 1.3562, loss: 1.3562, grad_norm: 8.0103 2020-10-11 13:45:08,120 - mmaction - INFO - Epoch [25][1720/2640] lr: 1.000e-03, eta: 15:28:18, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8750, loss_cls: 1.3028, loss: 1.3028, grad_norm: 7.7705 2020-10-11 13:45:24,491 - mmaction - INFO - Epoch [25][1740/2640] lr: 1.000e-03, eta: 15:28:01, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8672, loss_cls: 1.3236, loss: 1.3236, grad_norm: 7.8358 2020-10-11 13:45:41,153 - mmaction - INFO - Epoch [25][1760/2640] lr: 1.000e-03, eta: 15:27:45, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8773, loss_cls: 1.2765, loss: 1.2765, grad_norm: 7.8787 2020-10-11 13:45:57,670 - mmaction - INFO - Epoch [25][1780/2640] lr: 1.000e-03, eta: 15:27:28, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8734, loss_cls: 1.2491, loss: 1.2491, grad_norm: 7.4844 2020-10-11 13:46:14,281 - mmaction - INFO - Epoch [25][1800/2640] lr: 1.000e-03, eta: 15:27:11, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2318, loss: 1.2318, grad_norm: 7.6084 2020-10-11 13:46:30,897 - mmaction - INFO - Epoch [25][1820/2640] lr: 1.000e-03, eta: 15:26:54, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6312, top5_acc: 0.8602, loss_cls: 1.4051, loss: 1.4051, grad_norm: 8.1946 2020-10-11 13:46:47,623 - mmaction - INFO - Epoch [25][1840/2640] lr: 1.000e-03, eta: 15:26:38, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.3078, loss: 1.3078, grad_norm: 7.7506 2020-10-11 13:47:04,033 - mmaction - INFO - Epoch [25][1860/2640] lr: 1.000e-03, eta: 15:26:21, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8750, loss_cls: 1.2716, loss: 1.2716, grad_norm: 7.4971 2020-10-11 13:47:20,653 - mmaction - INFO - Epoch [25][1880/2640] lr: 1.000e-03, eta: 15:26:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8930, loss_cls: 1.1987, loss: 1.1987, grad_norm: 7.5517 2020-10-11 13:47:37,225 - mmaction - INFO - Epoch [25][1900/2640] lr: 1.000e-03, eta: 15:25:48, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8625, loss_cls: 1.3532, loss: 1.3532, grad_norm: 8.1527 2020-10-11 13:47:53,788 - mmaction - INFO - Epoch [25][1920/2640] lr: 1.000e-03, eta: 15:25:31, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3370, loss: 1.3370, grad_norm: 7.5824 2020-10-11 13:48:10,385 - mmaction - INFO - Epoch [25][1940/2640] lr: 1.000e-03, eta: 15:25:14, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8867, loss_cls: 1.2364, loss: 1.2364, grad_norm: 7.6679 2020-10-11 13:48:26,992 - mmaction - INFO - Epoch [25][1960/2640] lr: 1.000e-03, eta: 15:24:57, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8688, loss_cls: 1.2913, loss: 1.2913, grad_norm: 7.7665 2020-10-11 13:48:43,723 - mmaction - INFO - Epoch [25][1980/2640] lr: 1.000e-03, eta: 15:24:41, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8570, loss_cls: 1.3825, loss: 1.3825, grad_norm: 7.9258 2020-10-11 13:49:00,159 - mmaction - INFO - Epoch [25][2000/2640] lr: 1.000e-03, eta: 15:24:24, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6453, top5_acc: 0.8703, loss_cls: 1.3356, loss: 1.3356, grad_norm: 7.6722 2020-10-11 13:49:16,739 - mmaction - INFO - Epoch [25][2020/2640] lr: 1.000e-03, eta: 15:24:07, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6492, top5_acc: 0.8641, loss_cls: 1.3681, loss: 1.3681, grad_norm: 8.0107 2020-10-11 13:49:33,335 - mmaction - INFO - Epoch [25][2040/2640] lr: 1.000e-03, eta: 15:23:51, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8852, loss_cls: 1.2147, loss: 1.2147, grad_norm: 7.4703 2020-10-11 13:49:49,937 - mmaction - INFO - Epoch [25][2060/2640] lr: 1.000e-03, eta: 15:23:34, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.2763, loss: 1.2763, grad_norm: 8.0100 2020-10-11 13:50:06,492 - mmaction - INFO - Epoch [25][2080/2640] lr: 1.000e-03, eta: 15:23:17, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8766, loss_cls: 1.2321, loss: 1.2321, grad_norm: 7.7262 2020-10-11 13:50:23,101 - mmaction - INFO - Epoch [25][2100/2640] lr: 1.000e-03, eta: 15:23:00, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8758, loss_cls: 1.2901, loss: 1.2901, grad_norm: 7.7250 2020-10-11 13:50:39,692 - mmaction - INFO - Epoch [25][2120/2640] lr: 1.000e-03, eta: 15:22:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8750, loss_cls: 1.3501, loss: 1.3501, grad_norm: 7.7635 2020-10-11 13:50:56,212 - mmaction - INFO - Epoch [25][2140/2640] lr: 1.000e-03, eta: 15:22:27, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8711, loss_cls: 1.3408, loss: 1.3408, grad_norm: 7.8867 2020-10-11 13:51:12,697 - mmaction - INFO - Epoch [25][2160/2640] lr: 1.000e-03, eta: 15:22:10, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.6522 2020-10-11 13:51:29,260 - mmaction - INFO - Epoch [25][2180/2640] lr: 1.000e-03, eta: 15:21:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8609, loss_cls: 1.3454, loss: 1.3454, grad_norm: 7.9219 2020-10-11 13:51:46,047 - mmaction - INFO - Epoch [25][2200/2640] lr: 1.000e-03, eta: 15:21:37, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8711, loss_cls: 1.3104, loss: 1.3104, grad_norm: 7.9553 2020-10-11 13:52:02,582 - mmaction - INFO - Epoch [25][2220/2640] lr: 1.000e-03, eta: 15:21:20, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6453, top5_acc: 0.8867, loss_cls: 1.2831, loss: 1.2831, grad_norm: 8.0527 2020-10-11 13:52:19,255 - mmaction - INFO - Epoch [25][2240/2640] lr: 1.000e-03, eta: 15:21:04, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8672, loss_cls: 1.3612, loss: 1.3612, grad_norm: 7.6324 2020-10-11 13:52:35,857 - mmaction - INFO - Epoch [25][2260/2640] lr: 1.000e-03, eta: 15:20:47, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6398, top5_acc: 0.8625, loss_cls: 1.3724, loss: 1.3724, grad_norm: 7.6636 2020-10-11 13:52:52,427 - mmaction - INFO - Epoch [25][2280/2640] lr: 1.000e-03, eta: 15:20:30, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8711, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.0164 2020-10-11 13:53:08,941 - mmaction - INFO - Epoch [25][2300/2640] lr: 1.000e-03, eta: 15:20:13, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8828, loss_cls: 1.2869, loss: 1.2869, grad_norm: 7.8296 2020-10-11 13:53:25,362 - mmaction - INFO - Epoch [25][2320/2640] lr: 1.000e-03, eta: 15:19:57, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8727, loss_cls: 1.2846, loss: 1.2846, grad_norm: 7.2892 2020-10-11 13:53:41,957 - mmaction - INFO - Epoch [25][2340/2640] lr: 1.000e-03, eta: 15:19:40, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8805, loss_cls: 1.2579, loss: 1.2579, grad_norm: 7.5347 2020-10-11 13:53:58,351 - mmaction - INFO - Epoch [25][2360/2640] lr: 1.000e-03, eta: 15:19:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8742, loss_cls: 1.2665, loss: 1.2665, grad_norm: 7.7105 2020-10-11 13:54:15,014 - mmaction - INFO - Epoch [25][2380/2640] lr: 1.000e-03, eta: 15:19:06, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8812, loss_cls: 1.2862, loss: 1.2862, grad_norm: 7.8932 2020-10-11 13:54:31,528 - mmaction - INFO - Epoch [25][2400/2640] lr: 1.000e-03, eta: 15:18:50, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.3287, loss: 1.3287, grad_norm: 7.8435 2020-10-11 13:54:48,175 - mmaction - INFO - Epoch [25][2420/2640] lr: 1.000e-03, eta: 15:18:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3165, loss: 1.3165, grad_norm: 7.5132 2020-10-11 13:55:04,878 - mmaction - INFO - Epoch [25][2440/2640] lr: 1.000e-03, eta: 15:18:16, time: 0.836, data_time: 0.007, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8734, loss_cls: 1.3212, loss: 1.3212, grad_norm: 8.1335 2020-10-11 13:55:21,499 - mmaction - INFO - Epoch [25][2460/2640] lr: 1.000e-03, eta: 15:18:00, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8805, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.6595 2020-10-11 13:55:38,141 - mmaction - INFO - Epoch [25][2480/2640] lr: 1.000e-03, eta: 15:17:43, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.6512 2020-10-11 13:55:54,703 - mmaction - INFO - Epoch [25][2500/2640] lr: 1.000e-03, eta: 15:17:26, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8844, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.5887 2020-10-11 13:56:11,289 - mmaction - INFO - Epoch [25][2520/2640] lr: 1.000e-03, eta: 15:17:10, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8812, loss_cls: 1.2415, loss: 1.2415, grad_norm: 7.5430 2020-10-11 13:56:27,885 - mmaction - INFO - Epoch [25][2540/2640] lr: 1.000e-03, eta: 15:16:53, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8789, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.5699 2020-10-11 13:56:44,495 - mmaction - INFO - Epoch [25][2560/2640] lr: 1.000e-03, eta: 15:16:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2792, loss: 1.2792, grad_norm: 7.6693 2020-10-11 13:57:01,041 - mmaction - INFO - Epoch [25][2580/2640] lr: 1.000e-03, eta: 15:16:19, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8828, loss_cls: 1.2301, loss: 1.2301, grad_norm: 7.4194 2020-10-11 13:57:17,695 - mmaction - INFO - Epoch [25][2600/2640] lr: 1.000e-03, eta: 15:16:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8648, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.8475 2020-10-11 13:57:34,251 - mmaction - INFO - Epoch [25][2620/2640] lr: 1.000e-03, eta: 15:15:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6430, top5_acc: 0.8758, loss_cls: 1.3335, loss: 1.3335, grad_norm: 8.1568 2020-10-11 13:57:50,321 - mmaction - INFO - Epoch [25][2640/2640] lr: 1.000e-03, eta: 15:15:29, time: 0.804, data_time: 0.002, memory: 9800, top1_acc: 0.6847, top5_acc: 0.8798, loss_cls: 1.2437, loss: 1.2437, grad_norm: 7.5386 2020-10-11 13:57:50,570 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-11 13:58:17,753 - mmaction - INFO - Epoch [26][20/2640] lr: 1.000e-03, eta: 15:15:20, time: 1.244, data_time: 0.357, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8664, loss_cls: 1.2931, loss: 1.2931, grad_norm: 7.6066 2020-10-11 13:58:34,247 - mmaction - INFO - Epoch [26][40/2640] lr: 1.000e-03, eta: 15:15:04, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8711, loss_cls: 1.3090, loss: 1.3090, grad_norm: 7.8381 2020-10-11 13:58:50,605 - mmaction - INFO - Epoch [26][60/2640] lr: 1.000e-03, eta: 15:14:47, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2656, loss: 1.2656, grad_norm: 7.5470 2020-10-11 13:59:07,241 - mmaction - INFO - Epoch [26][80/2640] lr: 1.000e-03, eta: 15:14:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8711, loss_cls: 1.3355, loss: 1.3355, grad_norm: 7.8911 2020-10-11 13:59:23,773 - mmaction - INFO - Epoch [26][100/2640] lr: 1.000e-03, eta: 15:14:13, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8906, loss_cls: 1.2288, loss: 1.2288, grad_norm: 7.9294 2020-10-11 13:59:40,373 - mmaction - INFO - Epoch [26][120/2640] lr: 1.000e-03, eta: 15:13:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8695, loss_cls: 1.3091, loss: 1.3091, grad_norm: 8.0975 2020-10-11 13:59:56,753 - mmaction - INFO - Epoch [26][140/2640] lr: 1.000e-03, eta: 15:13:40, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8898, loss_cls: 1.2179, loss: 1.2179, grad_norm: 7.6000 2020-10-11 14:00:14,229 - mmaction - INFO - Epoch [26][160/2640] lr: 1.000e-03, eta: 15:13:24, time: 0.871, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.2797, loss: 1.2797, grad_norm: 7.7596 2020-10-11 14:00:30,764 - mmaction - INFO - Epoch [26][180/2640] lr: 1.000e-03, eta: 15:13:07, time: 0.829, data_time: 0.009, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8688, loss_cls: 1.3052, loss: 1.3052, grad_norm: 8.0093 2020-10-11 14:00:47,403 - mmaction - INFO - Epoch [26][200/2640] lr: 1.000e-03, eta: 15:12:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8812, loss_cls: 1.2910, loss: 1.2910, grad_norm: 7.8384 2020-10-11 14:01:03,937 - mmaction - INFO - Epoch [26][220/2640] lr: 1.000e-03, eta: 15:12:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8773, loss_cls: 1.2543, loss: 1.2543, grad_norm: 7.9097 2020-10-11 14:01:20,461 - mmaction - INFO - Epoch [26][240/2640] lr: 1.000e-03, eta: 15:12:17, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8734, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.9130 2020-10-11 14:01:36,918 - mmaction - INFO - Epoch [26][260/2640] lr: 1.000e-03, eta: 15:12:00, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8766, loss_cls: 1.2764, loss: 1.2764, grad_norm: 7.6830 2020-10-11 14:01:53,342 - mmaction - INFO - Epoch [26][280/2640] lr: 1.000e-03, eta: 15:11:43, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9047, loss_cls: 1.1310, loss: 1.1310, grad_norm: 7.2583 2020-10-11 14:02:09,949 - mmaction - INFO - Epoch [26][300/2640] lr: 1.000e-03, eta: 15:11:26, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.6200 2020-10-11 14:02:26,469 - mmaction - INFO - Epoch [26][320/2640] lr: 1.000e-03, eta: 15:11:10, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8836, loss_cls: 1.2659, loss: 1.2659, grad_norm: 8.0105 2020-10-11 14:02:43,053 - mmaction - INFO - Epoch [26][340/2640] lr: 1.000e-03, eta: 15:10:53, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8719, loss_cls: 1.2753, loss: 1.2753, grad_norm: 7.7635 2020-10-11 14:02:59,465 - mmaction - INFO - Epoch [26][360/2640] lr: 1.000e-03, eta: 15:10:36, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8773, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.5811 2020-10-11 14:03:16,077 - mmaction - INFO - Epoch [26][380/2640] lr: 1.000e-03, eta: 15:10:19, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8844, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.7993 2020-10-11 14:03:32,638 - mmaction - INFO - Epoch [26][400/2640] lr: 1.000e-03, eta: 15:10:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8844, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.6816 2020-10-11 14:03:49,009 - mmaction - INFO - Epoch [26][420/2640] lr: 1.000e-03, eta: 15:09:46, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8727, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.7654 2020-10-11 14:04:05,751 - mmaction - INFO - Epoch [26][440/2640] lr: 1.000e-03, eta: 15:09:29, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.2322, loss: 1.2322, grad_norm: 7.5620 2020-10-11 14:04:22,300 - mmaction - INFO - Epoch [26][460/2640] lr: 1.000e-03, eta: 15:09:12, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3031, loss: 1.3031, grad_norm: 7.6797 2020-10-11 14:04:38,992 - mmaction - INFO - Epoch [26][480/2640] lr: 1.000e-03, eta: 15:08:56, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8875, loss_cls: 1.2236, loss: 1.2236, grad_norm: 8.1155 2020-10-11 14:04:55,392 - mmaction - INFO - Epoch [26][500/2640] lr: 1.000e-03, eta: 15:08:39, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.6929 2020-10-11 14:05:12,011 - mmaction - INFO - Epoch [26][520/2640] lr: 1.000e-03, eta: 15:08:22, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8820, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.8528 2020-10-11 14:05:28,533 - mmaction - INFO - Epoch [26][540/2640] lr: 1.000e-03, eta: 15:08:06, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8812, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.8228 2020-10-11 14:05:45,168 - mmaction - INFO - Epoch [26][560/2640] lr: 1.000e-03, eta: 15:07:49, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.3056, loss: 1.3056, grad_norm: 7.9569 2020-10-11 14:06:01,734 - mmaction - INFO - Epoch [26][580/2640] lr: 1.000e-03, eta: 15:07:32, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8773, loss_cls: 1.2385, loss: 1.2385, grad_norm: 7.6130 2020-10-11 14:06:18,280 - mmaction - INFO - Epoch [26][600/2640] lr: 1.000e-03, eta: 15:07:15, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.7902 2020-10-11 14:06:34,944 - mmaction - INFO - Epoch [26][620/2640] lr: 1.000e-03, eta: 15:06:59, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6336, top5_acc: 0.8797, loss_cls: 1.3326, loss: 1.3326, grad_norm: 8.0961 2020-10-11 14:06:51,300 - mmaction - INFO - Epoch [26][640/2640] lr: 1.000e-03, eta: 15:06:42, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3547, loss: 1.3547, grad_norm: 8.0655 2020-10-11 14:07:08,145 - mmaction - INFO - Epoch [26][660/2640] lr: 1.000e-03, eta: 15:06:25, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8898, loss_cls: 1.2013, loss: 1.2013, grad_norm: 7.7052 2020-10-11 14:07:24,697 - mmaction - INFO - Epoch [26][680/2640] lr: 1.000e-03, eta: 15:06:09, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8586, loss_cls: 1.3535, loss: 1.3535, grad_norm: 8.1269 2020-10-11 14:07:41,246 - mmaction - INFO - Epoch [26][700/2640] lr: 1.000e-03, eta: 15:05:52, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8680, loss_cls: 1.2669, loss: 1.2669, grad_norm: 7.7896 2020-10-11 14:07:57,632 - mmaction - INFO - Epoch [26][720/2640] lr: 1.000e-03, eta: 15:05:35, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8672, loss_cls: 1.2790, loss: 1.2790, grad_norm: 7.6165 2020-10-11 14:08:14,275 - mmaction - INFO - Epoch [26][740/2640] lr: 1.000e-03, eta: 15:05:18, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8734, loss_cls: 1.3295, loss: 1.3295, grad_norm: 8.0116 2020-10-11 14:08:30,877 - mmaction - INFO - Epoch [26][760/2640] lr: 1.000e-03, eta: 15:05:02, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8836, loss_cls: 1.2669, loss: 1.2669, grad_norm: 8.0212 2020-10-11 14:08:47,428 - mmaction - INFO - Epoch [26][780/2640] lr: 1.000e-03, eta: 15:04:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8695, loss_cls: 1.2792, loss: 1.2792, grad_norm: 7.8069 2020-10-11 14:09:04,044 - mmaction - INFO - Epoch [26][800/2640] lr: 1.000e-03, eta: 15:04:28, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8773, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.9872 2020-10-11 14:09:20,608 - mmaction - INFO - Epoch [26][820/2640] lr: 1.000e-03, eta: 15:04:11, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8797, loss_cls: 1.2611, loss: 1.2611, grad_norm: 7.9917 2020-10-11 14:09:37,202 - mmaction - INFO - Epoch [26][840/2640] lr: 1.000e-03, eta: 15:03:55, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8773, loss_cls: 1.2674, loss: 1.2674, grad_norm: 7.8610 2020-10-11 14:09:53,576 - mmaction - INFO - Epoch [26][860/2640] lr: 1.000e-03, eta: 15:03:38, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8828, loss_cls: 1.2091, loss: 1.2091, grad_norm: 7.7046 2020-10-11 14:10:10,205 - mmaction - INFO - Epoch [26][880/2640] lr: 1.000e-03, eta: 15:03:21, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8820, loss_cls: 1.2472, loss: 1.2472, grad_norm: 7.9734 2020-10-11 14:10:26,790 - mmaction - INFO - Epoch [26][900/2640] lr: 1.000e-03, eta: 15:03:05, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8898, loss_cls: 1.2293, loss: 1.2293, grad_norm: 7.8432 2020-10-11 14:10:43,366 - mmaction - INFO - Epoch [26][920/2640] lr: 1.000e-03, eta: 15:02:48, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8891, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.6265 2020-10-11 14:10:59,783 - mmaction - INFO - Epoch [26][940/2640] lr: 1.000e-03, eta: 15:02:31, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8867, loss_cls: 1.2588, loss: 1.2588, grad_norm: 7.9960 2020-10-11 14:11:16,314 - mmaction - INFO - Epoch [26][960/2640] lr: 1.000e-03, eta: 15:02:14, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8805, loss_cls: 1.2791, loss: 1.2791, grad_norm: 7.9745 2020-10-11 14:11:32,969 - mmaction - INFO - Epoch [26][980/2640] lr: 1.000e-03, eta: 15:01:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8734, loss_cls: 1.2946, loss: 1.2946, grad_norm: 8.0345 2020-10-11 14:11:49,727 - mmaction - INFO - Epoch [26][1000/2640] lr: 1.000e-03, eta: 15:01:41, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8758, loss_cls: 1.2904, loss: 1.2904, grad_norm: 8.0900 2020-10-11 14:12:06,303 - mmaction - INFO - Epoch [26][1020/2640] lr: 1.000e-03, eta: 15:01:24, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8820, loss_cls: 1.2604, loss: 1.2604, grad_norm: 7.8117 2020-10-11 14:12:22,976 - mmaction - INFO - Epoch [26][1040/2640] lr: 1.000e-03, eta: 15:01:08, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8664, loss_cls: 1.3283, loss: 1.3283, grad_norm: 8.0298 2020-10-11 14:12:39,668 - mmaction - INFO - Epoch [26][1060/2640] lr: 1.000e-03, eta: 15:00:51, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8859, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.7793 2020-10-11 14:12:56,146 - mmaction - INFO - Epoch [26][1080/2640] lr: 1.000e-03, eta: 15:00:34, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8703, loss_cls: 1.3128, loss: 1.3128, grad_norm: 7.8641 2020-10-11 14:13:12,675 - mmaction - INFO - Epoch [26][1100/2640] lr: 1.000e-03, eta: 15:00:17, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8562, loss_cls: 1.3624, loss: 1.3624, grad_norm: 7.8226 2020-10-11 14:13:29,238 - mmaction - INFO - Epoch [26][1120/2640] lr: 1.000e-03, eta: 15:00:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8719, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.8173 2020-10-11 14:13:45,886 - mmaction - INFO - Epoch [26][1140/2640] lr: 1.000e-03, eta: 14:59:44, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8711, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.8773 2020-10-11 14:14:02,464 - mmaction - INFO - Epoch [26][1160/2640] lr: 1.000e-03, eta: 14:59:27, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8805, loss_cls: 1.2495, loss: 1.2495, grad_norm: 7.9863 2020-10-11 14:14:19,010 - mmaction - INFO - Epoch [26][1180/2640] lr: 1.000e-03, eta: 14:59:11, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8844, loss_cls: 1.2495, loss: 1.2495, grad_norm: 7.7759 2020-10-11 14:14:35,601 - mmaction - INFO - Epoch [26][1200/2640] lr: 1.000e-03, eta: 14:58:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8609, loss_cls: 1.3442, loss: 1.3442, grad_norm: 8.1568 2020-10-11 14:14:52,086 - mmaction - INFO - Epoch [26][1220/2640] lr: 1.000e-03, eta: 14:58:37, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2327, loss: 1.2327, grad_norm: 7.7539 2020-10-11 14:15:08,576 - mmaction - INFO - Epoch [26][1240/2640] lr: 1.000e-03, eta: 14:58:20, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2239, loss: 1.2239, grad_norm: 7.7060 2020-10-11 14:15:24,974 - mmaction - INFO - Epoch [26][1260/2640] lr: 1.000e-03, eta: 14:58:03, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6375, top5_acc: 0.8719, loss_cls: 1.3095, loss: 1.3095, grad_norm: 8.1900 2020-10-11 14:15:41,579 - mmaction - INFO - Epoch [26][1280/2640] lr: 1.000e-03, eta: 14:57:47, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8680, loss_cls: 1.2890, loss: 1.2890, grad_norm: 8.0328 2020-10-11 14:15:58,126 - mmaction - INFO - Epoch [26][1300/2640] lr: 1.000e-03, eta: 14:57:30, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8703, loss_cls: 1.2785, loss: 1.2785, grad_norm: 7.8129 2020-10-11 14:16:14,770 - mmaction - INFO - Epoch [26][1320/2640] lr: 1.000e-03, eta: 14:57:13, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8852, loss_cls: 1.2860, loss: 1.2860, grad_norm: 7.9936 2020-10-11 14:16:31,319 - mmaction - INFO - Epoch [26][1340/2640] lr: 1.000e-03, eta: 14:56:57, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1762, loss: 1.1762, grad_norm: 7.9036 2020-10-11 14:16:47,954 - mmaction - INFO - Epoch [26][1360/2640] lr: 1.000e-03, eta: 14:56:40, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3200, loss: 1.3200, grad_norm: 8.0284 2020-10-11 14:17:04,498 - mmaction - INFO - Epoch [26][1380/2640] lr: 1.000e-03, eta: 14:56:23, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.2048, loss: 1.2048, grad_norm: 7.8429 2020-10-11 14:17:21,145 - mmaction - INFO - Epoch [26][1400/2640] lr: 1.000e-03, eta: 14:56:07, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8633, loss_cls: 1.3175, loss: 1.3175, grad_norm: 8.2056 2020-10-11 14:17:37,694 - mmaction - INFO - Epoch [26][1420/2640] lr: 1.000e-03, eta: 14:55:50, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.2925, loss: 1.2925, grad_norm: 8.0469 2020-10-11 14:17:54,057 - mmaction - INFO - Epoch [26][1440/2640] lr: 1.000e-03, eta: 14:55:33, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.2832, loss: 1.2832, grad_norm: 7.8688 2020-10-11 14:18:10,701 - mmaction - INFO - Epoch [26][1460/2640] lr: 1.000e-03, eta: 14:55:16, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8812, loss_cls: 1.2299, loss: 1.2299, grad_norm: 7.9243 2020-10-11 14:18:27,264 - mmaction - INFO - Epoch [26][1480/2640] lr: 1.000e-03, eta: 14:55:00, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2587, loss: 1.2587, grad_norm: 7.9146 2020-10-11 14:18:43,928 - mmaction - INFO - Epoch [26][1500/2640] lr: 1.000e-03, eta: 14:54:43, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8758, loss_cls: 1.2858, loss: 1.2858, grad_norm: 8.1032 2020-10-11 14:19:00,442 - mmaction - INFO - Epoch [26][1520/2640] lr: 1.000e-03, eta: 14:54:26, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8641, loss_cls: 1.3322, loss: 1.3322, grad_norm: 8.0853 2020-10-11 14:19:17,050 - mmaction - INFO - Epoch [26][1540/2640] lr: 1.000e-03, eta: 14:54:09, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.1951, loss: 1.1951, grad_norm: 7.7961 2020-10-11 14:19:33,608 - mmaction - INFO - Epoch [26][1560/2640] lr: 1.000e-03, eta: 14:53:53, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8727, loss_cls: 1.2641, loss: 1.2641, grad_norm: 7.9406 2020-10-11 14:19:50,177 - mmaction - INFO - Epoch [26][1580/2640] lr: 1.000e-03, eta: 14:53:36, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2311, loss: 1.2311, grad_norm: 7.6644 2020-10-11 14:20:06,777 - mmaction - INFO - Epoch [26][1600/2640] lr: 1.000e-03, eta: 14:53:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8797, loss_cls: 1.2726, loss: 1.2726, grad_norm: 7.8478 2020-10-11 14:20:23,312 - mmaction - INFO - Epoch [26][1620/2640] lr: 1.000e-03, eta: 14:53:03, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8742, loss_cls: 1.2994, loss: 1.2994, grad_norm: 8.0480 2020-10-11 14:20:39,747 - mmaction - INFO - Epoch [26][1640/2640] lr: 1.000e-03, eta: 14:52:46, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8789, loss_cls: 1.2665, loss: 1.2665, grad_norm: 7.9590 2020-10-11 14:20:56,123 - mmaction - INFO - Epoch [26][1660/2640] lr: 1.000e-03, eta: 14:52:29, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8766, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.7773 2020-10-11 14:21:12,761 - mmaction - INFO - Epoch [26][1680/2640] lr: 1.000e-03, eta: 14:52:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8898, loss_cls: 1.2358, loss: 1.2358, grad_norm: 8.1015 2020-10-11 14:21:29,376 - mmaction - INFO - Epoch [26][1700/2640] lr: 1.000e-03, eta: 14:51:56, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.2747, loss: 1.2747, grad_norm: 7.9694 2020-10-11 14:21:45,978 - mmaction - INFO - Epoch [26][1720/2640] lr: 1.000e-03, eta: 14:51:39, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8680, loss_cls: 1.2920, loss: 1.2920, grad_norm: 7.8970 2020-10-11 14:22:02,528 - mmaction - INFO - Epoch [26][1740/2640] lr: 1.000e-03, eta: 14:51:22, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8750, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.1462 2020-10-11 14:22:19,188 - mmaction - INFO - Epoch [26][1760/2640] lr: 1.000e-03, eta: 14:51:05, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8609, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.0453 2020-10-11 14:22:35,658 - mmaction - INFO - Epoch [26][1780/2640] lr: 1.000e-03, eta: 14:50:49, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8719, loss_cls: 1.2870, loss: 1.2870, grad_norm: 7.9555 2020-10-11 14:22:52,051 - mmaction - INFO - Epoch [26][1800/2640] lr: 1.000e-03, eta: 14:50:32, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8758, loss_cls: 1.2535, loss: 1.2535, grad_norm: 7.9658 2020-10-11 14:23:08,690 - mmaction - INFO - Epoch [26][1820/2640] lr: 1.000e-03, eta: 14:50:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8742, loss_cls: 1.2704, loss: 1.2704, grad_norm: 8.0533 2020-10-11 14:23:25,261 - mmaction - INFO - Epoch [26][1840/2640] lr: 1.000e-03, eta: 14:49:58, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8734, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.0564 2020-10-11 14:23:41,843 - mmaction - INFO - Epoch [26][1860/2640] lr: 1.000e-03, eta: 14:49:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6422, top5_acc: 0.8648, loss_cls: 1.3533, loss: 1.3533, grad_norm: 8.5330 2020-10-11 14:23:58,485 - mmaction - INFO - Epoch [26][1880/2640] lr: 1.000e-03, eta: 14:49:25, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8672, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.1427 2020-10-11 14:24:15,006 - mmaction - INFO - Epoch [26][1900/2640] lr: 1.000e-03, eta: 14:49:08, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8758, loss_cls: 1.2805, loss: 1.2805, grad_norm: 8.1157 2020-10-11 14:24:31,615 - mmaction - INFO - Epoch [26][1920/2640] lr: 1.000e-03, eta: 14:48:52, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6391, top5_acc: 0.8625, loss_cls: 1.3396, loss: 1.3396, grad_norm: 7.9850 2020-10-11 14:24:48,234 - mmaction - INFO - Epoch [26][1940/2640] lr: 1.000e-03, eta: 14:48:35, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8711, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.2796 2020-10-11 14:25:04,795 - mmaction - INFO - Epoch [26][1960/2640] lr: 1.000e-03, eta: 14:48:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8773, loss_cls: 1.3117, loss: 1.3117, grad_norm: 7.9253 2020-10-11 14:25:21,357 - mmaction - INFO - Epoch [26][1980/2640] lr: 1.000e-03, eta: 14:48:01, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8812, loss_cls: 1.2939, loss: 1.2939, grad_norm: 7.8853 2020-10-11 14:25:37,943 - mmaction - INFO - Epoch [26][2000/2640] lr: 1.000e-03, eta: 14:47:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.2226, loss: 1.2226, grad_norm: 7.7030 2020-10-11 14:25:54,325 - mmaction - INFO - Epoch [26][2020/2640] lr: 1.000e-03, eta: 14:47:28, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2627, loss: 1.2627, grad_norm: 7.6754 2020-10-11 14:26:11,014 - mmaction - INFO - Epoch [26][2040/2640] lr: 1.000e-03, eta: 14:47:11, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8711, loss_cls: 1.2871, loss: 1.2871, grad_norm: 8.0776 2020-10-11 14:26:27,500 - mmaction - INFO - Epoch [26][2060/2640] lr: 1.000e-03, eta: 14:46:54, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2631, loss: 1.2631, grad_norm: 7.8015 2020-10-11 14:26:44,212 - mmaction - INFO - Epoch [26][2080/2640] lr: 1.000e-03, eta: 14:46:38, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8812, loss_cls: 1.2312, loss: 1.2312, grad_norm: 7.6225 2020-10-11 14:27:00,701 - mmaction - INFO - Epoch [26][2100/2640] lr: 1.000e-03, eta: 14:46:21, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6477, top5_acc: 0.8773, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.3237 2020-10-11 14:27:17,311 - mmaction - INFO - Epoch [26][2120/2640] lr: 1.000e-03, eta: 14:46:04, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8562, loss_cls: 1.3990, loss: 1.3990, grad_norm: 8.2160 2020-10-11 14:27:33,901 - mmaction - INFO - Epoch [26][2140/2640] lr: 1.000e-03, eta: 14:45:48, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6461, top5_acc: 0.8719, loss_cls: 1.3585, loss: 1.3585, grad_norm: 8.1465 2020-10-11 14:27:50,480 - mmaction - INFO - Epoch [26][2160/2640] lr: 1.000e-03, eta: 14:45:31, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8766, loss_cls: 1.3050, loss: 1.3050, grad_norm: 7.9073 2020-10-11 14:28:07,099 - mmaction - INFO - Epoch [26][2180/2640] lr: 1.000e-03, eta: 14:45:14, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.6825 2020-10-11 14:28:23,640 - mmaction - INFO - Epoch [26][2200/2640] lr: 1.000e-03, eta: 14:44:58, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8828, loss_cls: 1.2635, loss: 1.2635, grad_norm: 7.8137 2020-10-11 14:28:40,330 - mmaction - INFO - Epoch [26][2220/2640] lr: 1.000e-03, eta: 14:44:41, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2818, loss: 1.2818, grad_norm: 8.0746 2020-10-11 14:28:56,826 - mmaction - INFO - Epoch [26][2240/2640] lr: 1.000e-03, eta: 14:44:24, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8852, loss_cls: 1.2645, loss: 1.2645, grad_norm: 8.0349 2020-10-11 14:29:13,464 - mmaction - INFO - Epoch [26][2260/2640] lr: 1.000e-03, eta: 14:44:08, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3134, loss: 1.3134, grad_norm: 7.8628 2020-10-11 14:29:29,987 - mmaction - INFO - Epoch [26][2280/2640] lr: 1.000e-03, eta: 14:43:51, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8719, loss_cls: 1.2642, loss: 1.2642, grad_norm: 7.7298 2020-10-11 14:29:46,569 - mmaction - INFO - Epoch [26][2300/2640] lr: 1.000e-03, eta: 14:43:34, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2375, loss: 1.2375, grad_norm: 7.6405 2020-10-11 14:30:03,314 - mmaction - INFO - Epoch [26][2320/2640] lr: 1.000e-03, eta: 14:43:18, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8789, loss_cls: 1.2370, loss: 1.2370, grad_norm: 7.8767 2020-10-11 14:30:19,745 - mmaction - INFO - Epoch [26][2340/2640] lr: 1.000e-03, eta: 14:43:01, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8789, loss_cls: 1.2679, loss: 1.2679, grad_norm: 8.1529 2020-10-11 14:30:36,345 - mmaction - INFO - Epoch [26][2360/2640] lr: 1.000e-03, eta: 14:42:44, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8727, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.1613 2020-10-11 14:30:52,729 - mmaction - INFO - Epoch [26][2380/2640] lr: 1.000e-03, eta: 14:42:27, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6352, top5_acc: 0.8570, loss_cls: 1.3723, loss: 1.3723, grad_norm: 8.4472 2020-10-11 14:31:09,387 - mmaction - INFO - Epoch [26][2400/2640] lr: 1.000e-03, eta: 14:42:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8828, loss_cls: 1.2815, loss: 1.2815, grad_norm: 7.9605 2020-10-11 14:31:25,905 - mmaction - INFO - Epoch [26][2420/2640] lr: 1.000e-03, eta: 14:41:54, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8836, loss_cls: 1.2052, loss: 1.2052, grad_norm: 7.7136 2020-10-11 14:31:42,508 - mmaction - INFO - Epoch [26][2440/2640] lr: 1.000e-03, eta: 14:41:37, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8906, loss_cls: 1.1618, loss: 1.1618, grad_norm: 7.7910 2020-10-11 14:31:58,922 - mmaction - INFO - Epoch [26][2460/2640] lr: 1.000e-03, eta: 14:41:20, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.7175 2020-10-11 14:32:15,534 - mmaction - INFO - Epoch [26][2480/2640] lr: 1.000e-03, eta: 14:41:04, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8781, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.1714 2020-10-11 14:32:32,076 - mmaction - INFO - Epoch [26][2500/2640] lr: 1.000e-03, eta: 14:40:47, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8727, loss_cls: 1.2820, loss: 1.2820, grad_norm: 7.8806 2020-10-11 14:32:48,707 - mmaction - INFO - Epoch [26][2520/2640] lr: 1.000e-03, eta: 14:40:30, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8773, loss_cls: 1.2675, loss: 1.2675, grad_norm: 7.9717 2020-10-11 14:33:05,260 - mmaction - INFO - Epoch [26][2540/2640] lr: 1.000e-03, eta: 14:40:13, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8820, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.1800 2020-10-11 14:33:21,822 - mmaction - INFO - Epoch [26][2560/2640] lr: 1.000e-03, eta: 14:39:57, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8703, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.2086 2020-10-11 14:33:38,590 - mmaction - INFO - Epoch [26][2580/2640] lr: 1.000e-03, eta: 14:39:40, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6344, top5_acc: 0.8680, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.3855 2020-10-11 14:33:55,021 - mmaction - INFO - Epoch [26][2600/2640] lr: 1.000e-03, eta: 14:39:23, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8820, loss_cls: 1.2326, loss: 1.2326, grad_norm: 7.8686 2020-10-11 14:34:11,584 - mmaction - INFO - Epoch [26][2620/2640] lr: 1.000e-03, eta: 14:39:07, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.2436, loss: 1.2436, grad_norm: 7.8072 2020-10-11 14:34:27,627 - mmaction - INFO - Epoch [26][2640/2640] lr: 1.000e-03, eta: 14:38:49, time: 0.801, data_time: 0.004, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8742, loss_cls: 1.3118, loss: 1.3118, grad_norm: 8.1348 2020-10-11 14:34:28,143 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-10-11 14:35:00,667 - mmaction - INFO - Epoch [27][20/2640] lr: 1.000e-03, eta: 14:38:45, time: 1.481, data_time: 0.632, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2525, loss: 1.2525, grad_norm: 8.0576 2020-10-11 14:35:17,120 - mmaction - INFO - Epoch [27][40/2640] lr: 1.000e-03, eta: 14:38:28, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8703, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.3547 2020-10-11 14:35:33,737 - mmaction - INFO - Epoch [27][60/2640] lr: 1.000e-03, eta: 14:38:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8852, loss_cls: 1.2489, loss: 1.2489, grad_norm: 8.3929 2020-10-11 14:35:50,136 - mmaction - INFO - Epoch [27][80/2640] lr: 1.000e-03, eta: 14:37:54, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8844, loss_cls: 1.2639, loss: 1.2639, grad_norm: 7.9383 2020-10-11 14:36:06,706 - mmaction - INFO - Epoch [27][100/2640] lr: 1.000e-03, eta: 14:37:38, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2093, loss: 1.2093, grad_norm: 8.0285 2020-10-11 14:36:23,081 - mmaction - INFO - Epoch [27][120/2640] lr: 1.000e-03, eta: 14:37:21, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8695, loss_cls: 1.3184, loss: 1.3184, grad_norm: 8.0611 2020-10-11 14:36:39,675 - mmaction - INFO - Epoch [27][140/2640] lr: 1.000e-03, eta: 14:37:04, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8781, loss_cls: 1.2430, loss: 1.2430, grad_norm: 8.3200 2020-10-11 14:36:56,059 - mmaction - INFO - Epoch [27][160/2640] lr: 1.000e-03, eta: 14:36:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2287, loss: 1.2287, grad_norm: 7.8730 2020-10-11 14:37:12,665 - mmaction - INFO - Epoch [27][180/2640] lr: 1.000e-03, eta: 14:36:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8844, loss_cls: 1.2567, loss: 1.2567, grad_norm: 7.9153 2020-10-11 14:37:29,239 - mmaction - INFO - Epoch [27][200/2640] lr: 1.000e-03, eta: 14:36:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8766, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.1873 2020-10-11 14:37:45,654 - mmaction - INFO - Epoch [27][220/2640] lr: 1.000e-03, eta: 14:35:57, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8859, loss_cls: 1.2088, loss: 1.2088, grad_norm: 8.0871 2020-10-11 14:38:02,238 - mmaction - INFO - Epoch [27][240/2640] lr: 1.000e-03, eta: 14:35:40, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2316, loss: 1.2316, grad_norm: 7.9557 2020-10-11 14:38:18,624 - mmaction - INFO - Epoch [27][260/2640] lr: 1.000e-03, eta: 14:35:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8961, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.0783 2020-10-11 14:38:35,251 - mmaction - INFO - Epoch [27][280/2640] lr: 1.000e-03, eta: 14:35:07, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.1848, loss: 1.1848, grad_norm: 7.9004 2020-10-11 14:38:51,796 - mmaction - INFO - Epoch [27][300/2640] lr: 1.000e-03, eta: 14:34:50, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8836, loss_cls: 1.2262, loss: 1.2262, grad_norm: 7.9107 2020-10-11 14:39:08,385 - mmaction - INFO - Epoch [27][320/2640] lr: 1.000e-03, eta: 14:34:33, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8781, loss_cls: 1.2760, loss: 1.2760, grad_norm: 8.2093 2020-10-11 14:39:24,977 - mmaction - INFO - Epoch [27][340/2640] lr: 1.000e-03, eta: 14:34:16, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.2285, loss: 1.2285, grad_norm: 8.3728 2020-10-11 14:39:41,555 - mmaction - INFO - Epoch [27][360/2640] lr: 1.000e-03, eta: 14:34:00, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8914, loss_cls: 1.1797, loss: 1.1797, grad_norm: 8.0205 2020-10-11 14:39:57,953 - mmaction - INFO - Epoch [27][380/2640] lr: 1.000e-03, eta: 14:33:43, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8812, loss_cls: 1.2404, loss: 1.2404, grad_norm: 7.9453 2020-10-11 14:40:14,576 - mmaction - INFO - Epoch [27][400/2640] lr: 1.000e-03, eta: 14:33:26, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8648, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.2710 2020-10-11 14:40:31,235 - mmaction - INFO - Epoch [27][420/2640] lr: 1.000e-03, eta: 14:33:10, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2192, loss: 1.2192, grad_norm: 7.9242 2020-10-11 14:40:47,734 - mmaction - INFO - Epoch [27][440/2640] lr: 1.000e-03, eta: 14:32:53, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.2640, loss: 1.2640, grad_norm: 8.1397 2020-10-11 14:41:04,302 - mmaction - INFO - Epoch [27][460/2640] lr: 1.000e-03, eta: 14:32:36, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8906, loss_cls: 1.1901, loss: 1.1901, grad_norm: 7.9762 2020-10-11 14:41:20,945 - mmaction - INFO - Epoch [27][480/2640] lr: 1.000e-03, eta: 14:32:19, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8750, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.0346 2020-10-11 14:41:37,478 - mmaction - INFO - Epoch [27][500/2640] lr: 1.000e-03, eta: 14:32:03, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8789, loss_cls: 1.2968, loss: 1.2968, grad_norm: 8.2144 2020-10-11 14:41:54,093 - mmaction - INFO - Epoch [27][520/2640] lr: 1.000e-03, eta: 14:31:46, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8859, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.3013 2020-10-11 14:42:10,695 - mmaction - INFO - Epoch [27][540/2640] lr: 1.000e-03, eta: 14:31:29, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8773, loss_cls: 1.2419, loss: 1.2419, grad_norm: 8.3817 2020-10-11 14:42:27,282 - mmaction - INFO - Epoch [27][560/2640] lr: 1.000e-03, eta: 14:31:13, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.1980 2020-10-11 14:42:43,823 - mmaction - INFO - Epoch [27][580/2640] lr: 1.000e-03, eta: 14:30:56, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8836, loss_cls: 1.2235, loss: 1.2235, grad_norm: 7.9734 2020-10-11 14:43:00,426 - mmaction - INFO - Epoch [27][600/2640] lr: 1.000e-03, eta: 14:30:39, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8734, loss_cls: 1.2142, loss: 1.2142, grad_norm: 7.7095 2020-10-11 14:43:16,964 - mmaction - INFO - Epoch [27][620/2640] lr: 1.000e-03, eta: 14:30:22, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8750, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.2045 2020-10-11 14:43:33,752 - mmaction - INFO - Epoch [27][640/2640] lr: 1.000e-03, eta: 14:30:06, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8922, loss_cls: 1.2002, loss: 1.2002, grad_norm: 8.0703 2020-10-11 14:43:50,210 - mmaction - INFO - Epoch [27][660/2640] lr: 1.000e-03, eta: 14:29:49, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8859, loss_cls: 1.2267, loss: 1.2267, grad_norm: 8.1802 2020-10-11 14:44:06,934 - mmaction - INFO - Epoch [27][680/2640] lr: 1.000e-03, eta: 14:29:32, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8742, loss_cls: 1.2368, loss: 1.2368, grad_norm: 8.2886 2020-10-11 14:44:23,373 - mmaction - INFO - Epoch [27][700/2640] lr: 1.000e-03, eta: 14:29:16, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8852, loss_cls: 1.2331, loss: 1.2331, grad_norm: 8.1666 2020-10-11 14:44:39,943 - mmaction - INFO - Epoch [27][720/2640] lr: 1.000e-03, eta: 14:28:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8734, loss_cls: 1.2937, loss: 1.2937, grad_norm: 8.3156 2020-10-11 14:44:56,456 - mmaction - INFO - Epoch [27][740/2640] lr: 1.000e-03, eta: 14:28:42, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2280, loss: 1.2280, grad_norm: 8.1451 2020-10-11 14:45:12,993 - mmaction - INFO - Epoch [27][760/2640] lr: 1.000e-03, eta: 14:28:25, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2681, loss: 1.2681, grad_norm: 7.9883 2020-10-11 14:45:29,746 - mmaction - INFO - Epoch [27][780/2640] lr: 1.000e-03, eta: 14:28:09, time: 0.838, data_time: 0.003, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8844, loss_cls: 1.2172, loss: 1.2172, grad_norm: 8.3038 2020-10-11 14:45:46,127 - mmaction - INFO - Epoch [27][800/2640] lr: 1.000e-03, eta: 14:27:52, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8820, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.1685 2020-10-11 14:46:02,729 - mmaction - INFO - Epoch [27][820/2640] lr: 1.000e-03, eta: 14:27:35, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8984, loss_cls: 1.1852, loss: 1.1852, grad_norm: 8.1692 2020-10-11 14:46:19,277 - mmaction - INFO - Epoch [27][840/2640] lr: 1.000e-03, eta: 14:27:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8703, loss_cls: 1.3005, loss: 1.3005, grad_norm: 8.4838 2020-10-11 14:46:35,892 - mmaction - INFO - Epoch [27][860/2640] lr: 1.000e-03, eta: 14:27:02, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8633, loss_cls: 1.3277, loss: 1.3277, grad_norm: 8.3292 2020-10-11 14:46:52,273 - mmaction - INFO - Epoch [27][880/2640] lr: 1.000e-03, eta: 14:26:45, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8883, loss_cls: 1.2503, loss: 1.2503, grad_norm: 8.3249 2020-10-11 14:47:08,887 - mmaction - INFO - Epoch [27][900/2640] lr: 1.000e-03, eta: 14:26:28, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2046, loss: 1.2046, grad_norm: 7.9736 2020-10-11 14:47:25,440 - mmaction - INFO - Epoch [27][920/2640] lr: 1.000e-03, eta: 14:26:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8875, loss_cls: 1.2533, loss: 1.2533, grad_norm: 8.4699 2020-10-11 14:47:42,066 - mmaction - INFO - Epoch [27][940/2640] lr: 1.000e-03, eta: 14:25:55, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8812, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.0917 2020-10-11 14:47:58,394 - mmaction - INFO - Epoch [27][960/2640] lr: 1.000e-03, eta: 14:25:38, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8789, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.0194 2020-10-11 14:48:15,048 - mmaction - INFO - Epoch [27][980/2640] lr: 1.000e-03, eta: 14:25:21, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8750, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.1025 2020-10-11 14:48:31,599 - mmaction - INFO - Epoch [27][1000/2640] lr: 1.000e-03, eta: 14:25:05, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8820, loss_cls: 1.2055, loss: 1.2055, grad_norm: 8.1133 2020-10-11 14:48:48,235 - mmaction - INFO - Epoch [27][1020/2640] lr: 1.000e-03, eta: 14:24:48, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8742, loss_cls: 1.2789, loss: 1.2789, grad_norm: 7.8462 2020-10-11 14:49:04,827 - mmaction - INFO - Epoch [27][1040/2640] lr: 1.000e-03, eta: 14:24:31, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8773, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.9257 2020-10-11 14:49:21,420 - mmaction - INFO - Epoch [27][1060/2640] lr: 1.000e-03, eta: 14:24:14, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2735, loss: 1.2735, grad_norm: 8.6167 2020-10-11 14:49:37,959 - mmaction - INFO - Epoch [27][1080/2640] lr: 1.000e-03, eta: 14:23:58, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.2699, loss: 1.2699, grad_norm: 8.4684 2020-10-11 14:49:54,345 - mmaction - INFO - Epoch [27][1100/2640] lr: 1.000e-03, eta: 14:23:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8758, loss_cls: 1.2380, loss: 1.2380, grad_norm: 8.3309 2020-10-11 14:50:10,980 - mmaction - INFO - Epoch [27][1120/2640] lr: 1.000e-03, eta: 14:23:24, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8781, loss_cls: 1.2440, loss: 1.2440, grad_norm: 8.2250 2020-10-11 14:50:27,606 - mmaction - INFO - Epoch [27][1140/2640] lr: 1.000e-03, eta: 14:23:08, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8820, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.2454 2020-10-11 14:50:44,164 - mmaction - INFO - Epoch [27][1160/2640] lr: 1.000e-03, eta: 14:22:51, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6844, top5_acc: 0.9023, loss_cls: 1.1929, loss: 1.1929, grad_norm: 8.0369 2020-10-11 14:51:00,738 - mmaction - INFO - Epoch [27][1180/2640] lr: 1.000e-03, eta: 14:22:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8859, loss_cls: 1.2543, loss: 1.2543, grad_norm: 8.3210 2020-10-11 14:51:17,336 - mmaction - INFO - Epoch [27][1200/2640] lr: 1.000e-03, eta: 14:22:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8727, loss_cls: 1.2705, loss: 1.2705, grad_norm: 8.0674 2020-10-11 14:51:33,876 - mmaction - INFO - Epoch [27][1220/2640] lr: 1.000e-03, eta: 14:22:01, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2313, loss: 1.2313, grad_norm: 8.0914 2020-10-11 14:51:50,283 - mmaction - INFO - Epoch [27][1240/2640] lr: 1.000e-03, eta: 14:21:44, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8758, loss_cls: 1.2697, loss: 1.2697, grad_norm: 8.3136 2020-10-11 14:52:07,015 - mmaction - INFO - Epoch [27][1260/2640] lr: 1.000e-03, eta: 14:21:27, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8930, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.2718 2020-10-11 14:52:23,444 - mmaction - INFO - Epoch [27][1280/2640] lr: 1.000e-03, eta: 14:21:10, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8789, loss_cls: 1.2128, loss: 1.2128, grad_norm: 8.2229 2020-10-11 14:52:39,813 - mmaction - INFO - Epoch [27][1300/2640] lr: 1.000e-03, eta: 14:20:54, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8680, loss_cls: 1.3348, loss: 1.3348, grad_norm: 8.2248 2020-10-11 14:52:56,235 - mmaction - INFO - Epoch [27][1320/2640] lr: 1.000e-03, eta: 14:20:37, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.2144, loss: 1.2144, grad_norm: 8.0312 2020-10-11 14:53:12,830 - mmaction - INFO - Epoch [27][1340/2640] lr: 1.000e-03, eta: 14:20:20, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.3262, loss: 1.3262, grad_norm: 8.4211 2020-10-11 14:53:29,392 - mmaction - INFO - Epoch [27][1360/2640] lr: 1.000e-03, eta: 14:20:03, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8688, loss_cls: 1.3060, loss: 1.3060, grad_norm: 8.3428 2020-10-11 14:53:46,026 - mmaction - INFO - Epoch [27][1380/2640] lr: 1.000e-03, eta: 14:19:47, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8742, loss_cls: 1.2463, loss: 1.2463, grad_norm: 8.2729 2020-10-11 14:54:02,571 - mmaction - INFO - Epoch [27][1400/2640] lr: 1.000e-03, eta: 14:19:30, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8797, loss_cls: 1.2543, loss: 1.2543, grad_norm: 8.1945 2020-10-11 14:54:19,226 - mmaction - INFO - Epoch [27][1420/2640] lr: 1.000e-03, eta: 14:19:13, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8789, loss_cls: 1.2719, loss: 1.2719, grad_norm: 8.4480 2020-10-11 14:54:35,917 - mmaction - INFO - Epoch [27][1440/2640] lr: 1.000e-03, eta: 14:18:57, time: 0.838, data_time: 0.007, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2355, loss: 1.2355, grad_norm: 8.4212 2020-10-11 14:54:52,334 - mmaction - INFO - Epoch [27][1460/2640] lr: 1.000e-03, eta: 14:18:40, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2684, loss: 1.2684, grad_norm: 8.5088 2020-10-11 14:55:09,105 - mmaction - INFO - Epoch [27][1480/2640] lr: 1.000e-03, eta: 14:18:23, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8703, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.4669 2020-10-11 14:55:25,770 - mmaction - INFO - Epoch [27][1500/2640] lr: 1.000e-03, eta: 14:18:07, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8672, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.1007 2020-10-11 14:55:42,308 - mmaction - INFO - Epoch [27][1520/2640] lr: 1.000e-03, eta: 14:17:50, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8859, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.1484 2020-10-11 14:55:58,681 - mmaction - INFO - Epoch [27][1540/2640] lr: 1.000e-03, eta: 14:17:33, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8750, loss_cls: 1.2643, loss: 1.2643, grad_norm: 8.3383 2020-10-11 14:56:15,133 - mmaction - INFO - Epoch [27][1560/2640] lr: 1.000e-03, eta: 14:17:16, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8883, loss_cls: 1.2426, loss: 1.2426, grad_norm: 8.2985 2020-10-11 14:56:31,697 - mmaction - INFO - Epoch [27][1580/2640] lr: 1.000e-03, eta: 14:16:59, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8797, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.2214 2020-10-11 14:56:48,338 - mmaction - INFO - Epoch [27][1600/2640] lr: 1.000e-03, eta: 14:16:43, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8711, loss_cls: 1.3605, loss: 1.3605, grad_norm: 8.6552 2020-10-11 14:57:04,859 - mmaction - INFO - Epoch [27][1620/2640] lr: 1.000e-03, eta: 14:16:26, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.1995, loss: 1.1995, grad_norm: 8.0408 2020-10-11 14:57:21,476 - mmaction - INFO - Epoch [27][1640/2640] lr: 1.000e-03, eta: 14:16:09, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8773, loss_cls: 1.3061, loss: 1.3061, grad_norm: 8.6421 2020-10-11 14:57:38,027 - mmaction - INFO - Epoch [27][1660/2640] lr: 1.000e-03, eta: 14:15:53, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.2538, loss: 1.2538, grad_norm: 8.0583 2020-10-11 14:57:54,408 - mmaction - INFO - Epoch [27][1680/2640] lr: 1.000e-03, eta: 14:15:36, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8992, loss_cls: 1.1579, loss: 1.1579, grad_norm: 8.0347 2020-10-11 14:58:11,034 - mmaction - INFO - Epoch [27][1700/2640] lr: 1.000e-03, eta: 14:15:19, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8922, loss_cls: 1.1978, loss: 1.1978, grad_norm: 8.2398 2020-10-11 14:58:27,595 - mmaction - INFO - Epoch [27][1720/2640] lr: 1.000e-03, eta: 14:15:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8766, loss_cls: 1.2653, loss: 1.2653, grad_norm: 8.6313 2020-10-11 14:58:44,181 - mmaction - INFO - Epoch [27][1740/2640] lr: 1.000e-03, eta: 14:14:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2050, loss: 1.2050, grad_norm: 8.5327 2020-10-11 14:59:00,789 - mmaction - INFO - Epoch [27][1760/2640] lr: 1.000e-03, eta: 14:14:29, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8859, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.4622 2020-10-11 14:59:17,386 - mmaction - INFO - Epoch [27][1780/2640] lr: 1.000e-03, eta: 14:14:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1882, loss: 1.1882, grad_norm: 7.9556 2020-10-11 14:59:33,956 - mmaction - INFO - Epoch [27][1800/2640] lr: 1.000e-03, eta: 14:13:56, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.2814, loss: 1.2814, grad_norm: 8.5073 2020-10-11 14:59:50,527 - mmaction - INFO - Epoch [27][1820/2640] lr: 1.000e-03, eta: 14:13:39, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8984, loss_cls: 1.1561, loss: 1.1561, grad_norm: 7.8920 2020-10-11 15:00:08,662 - mmaction - INFO - Epoch [27][1840/2640] lr: 1.000e-03, eta: 14:13:23, time: 0.900, data_time: 0.004, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8781, loss_cls: 1.2476, loss: 1.2476, grad_norm: 8.3203 2020-10-11 15:00:25,131 - mmaction - INFO - Epoch [27][1860/2640] lr: 1.000e-03, eta: 14:13:07, time: 0.831, data_time: 0.012, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8758, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.6951 2020-10-11 15:00:41,731 - mmaction - INFO - Epoch [27][1880/2640] lr: 1.000e-03, eta: 14:12:50, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8852, loss_cls: 1.2683, loss: 1.2683, grad_norm: 8.4239 2020-10-11 15:00:58,096 - mmaction - INFO - Epoch [27][1900/2640] lr: 1.000e-03, eta: 14:12:33, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8750, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.4162 2020-10-11 15:01:14,637 - mmaction - INFO - Epoch [27][1920/2640] lr: 1.000e-03, eta: 14:12:16, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8859, loss_cls: 1.2481, loss: 1.2481, grad_norm: 8.1251 2020-10-11 15:01:31,094 - mmaction - INFO - Epoch [27][1940/2640] lr: 1.000e-03, eta: 14:12:00, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8898, loss_cls: 1.2074, loss: 1.2074, grad_norm: 8.0801 2020-10-11 15:01:47,708 - mmaction - INFO - Epoch [27][1960/2640] lr: 1.000e-03, eta: 14:11:43, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8828, loss_cls: 1.2294, loss: 1.2294, grad_norm: 8.3448 2020-10-11 15:02:04,280 - mmaction - INFO - Epoch [27][1980/2640] lr: 1.000e-03, eta: 14:11:26, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8906, loss_cls: 1.1873, loss: 1.1873, grad_norm: 7.8462 2020-10-11 15:02:20,899 - mmaction - INFO - Epoch [27][2000/2640] lr: 1.000e-03, eta: 14:11:10, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6500, top5_acc: 0.8812, loss_cls: 1.2694, loss: 1.2694, grad_norm: 8.1315 2020-10-11 15:02:37,618 - mmaction - INFO - Epoch [27][2020/2640] lr: 1.000e-03, eta: 14:10:53, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.2606, loss: 1.2606, grad_norm: 8.2552 2020-10-11 15:02:54,176 - mmaction - INFO - Epoch [27][2040/2640] lr: 1.000e-03, eta: 14:10:36, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8828, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.3313 2020-10-11 15:03:10,659 - mmaction - INFO - Epoch [27][2060/2640] lr: 1.000e-03, eta: 14:10:19, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8875, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.4610 2020-10-11 15:03:27,215 - mmaction - INFO - Epoch [27][2080/2640] lr: 1.000e-03, eta: 14:10:03, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8688, loss_cls: 1.3156, loss: 1.3156, grad_norm: 8.3094 2020-10-11 15:03:43,956 - mmaction - INFO - Epoch [27][2100/2640] lr: 1.000e-03, eta: 14:09:46, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8672, loss_cls: 1.3414, loss: 1.3414, grad_norm: 8.2555 2020-10-11 15:04:00,395 - mmaction - INFO - Epoch [27][2120/2640] lr: 1.000e-03, eta: 14:09:29, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8875, loss_cls: 1.2421, loss: 1.2421, grad_norm: 8.4039 2020-10-11 15:04:17,039 - mmaction - INFO - Epoch [27][2140/2640] lr: 1.000e-03, eta: 14:09:13, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8859, loss_cls: 1.2460, loss: 1.2460, grad_norm: 8.3858 2020-10-11 15:04:33,594 - mmaction - INFO - Epoch [27][2160/2640] lr: 1.000e-03, eta: 14:08:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8836, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.4484 2020-10-11 15:04:50,156 - mmaction - INFO - Epoch [27][2180/2640] lr: 1.000e-03, eta: 14:08:39, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8852, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.0774 2020-10-11 15:05:06,911 - mmaction - INFO - Epoch [27][2200/2640] lr: 1.000e-03, eta: 14:08:23, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.3078, loss: 1.3078, grad_norm: 8.5512 2020-10-11 15:05:23,355 - mmaction - INFO - Epoch [27][2220/2640] lr: 1.000e-03, eta: 14:08:06, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2638, loss: 1.2638, grad_norm: 8.1937 2020-10-11 15:05:39,948 - mmaction - INFO - Epoch [27][2240/2640] lr: 1.000e-03, eta: 14:07:49, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8766, loss_cls: 1.2036, loss: 1.2036, grad_norm: 8.1843 2020-10-11 15:05:56,301 - mmaction - INFO - Epoch [27][2260/2640] lr: 1.000e-03, eta: 14:07:32, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8742, loss_cls: 1.2394, loss: 1.2394, grad_norm: 8.3527 2020-10-11 15:06:13,072 - mmaction - INFO - Epoch [27][2280/2640] lr: 1.000e-03, eta: 14:07:16, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.1980, loss: 1.1980, grad_norm: 7.9822 2020-10-11 15:06:29,496 - mmaction - INFO - Epoch [27][2300/2640] lr: 1.000e-03, eta: 14:06:59, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8953, loss_cls: 1.1639, loss: 1.1639, grad_norm: 8.0039 2020-10-11 15:06:46,162 - mmaction - INFO - Epoch [27][2320/2640] lr: 1.000e-03, eta: 14:06:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8773, loss_cls: 1.2976, loss: 1.2976, grad_norm: 8.4425 2020-10-11 15:07:02,650 - mmaction - INFO - Epoch [27][2340/2640] lr: 1.000e-03, eta: 14:06:26, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8852, loss_cls: 1.2981, loss: 1.2981, grad_norm: 8.3242 2020-10-11 15:07:19,309 - mmaction - INFO - Epoch [27][2360/2640] lr: 1.000e-03, eta: 14:06:09, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.5903 2020-10-11 15:07:35,863 - mmaction - INFO - Epoch [27][2380/2640] lr: 1.000e-03, eta: 14:05:52, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8867, loss_cls: 1.2151, loss: 1.2151, grad_norm: 8.1265 2020-10-11 15:07:52,247 - mmaction - INFO - Epoch [27][2400/2640] lr: 1.000e-03, eta: 14:05:35, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.2597, loss: 1.2597, grad_norm: 8.2990 2020-10-11 15:08:08,907 - mmaction - INFO - Epoch [27][2420/2640] lr: 1.000e-03, eta: 14:05:19, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.2396 2020-10-11 15:08:25,415 - mmaction - INFO - Epoch [27][2440/2640] lr: 1.000e-03, eta: 14:05:02, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8945, loss_cls: 1.1631, loss: 1.1631, grad_norm: 7.9497 2020-10-11 15:08:42,046 - mmaction - INFO - Epoch [27][2460/2640] lr: 1.000e-03, eta: 14:04:45, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2485, loss: 1.2485, grad_norm: 8.3659 2020-10-11 15:08:58,616 - mmaction - INFO - Epoch [27][2480/2640] lr: 1.000e-03, eta: 14:04:29, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.4482 2020-10-11 15:09:15,212 - mmaction - INFO - Epoch [27][2500/2640] lr: 1.000e-03, eta: 14:04:12, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8766, loss_cls: 1.2349, loss: 1.2349, grad_norm: 8.4032 2020-10-11 15:09:31,778 - mmaction - INFO - Epoch [27][2520/2640] lr: 1.000e-03, eta: 14:03:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8898, loss_cls: 1.2611, loss: 1.2611, grad_norm: 8.1965 2020-10-11 15:09:48,420 - mmaction - INFO - Epoch [27][2540/2640] lr: 1.000e-03, eta: 14:03:38, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8734, loss_cls: 1.2935, loss: 1.2935, grad_norm: 8.3911 2020-10-11 15:10:04,974 - mmaction - INFO - Epoch [27][2560/2640] lr: 1.000e-03, eta: 14:03:22, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.2014, loss: 1.2014, grad_norm: 7.9871 2020-10-11 15:10:21,401 - mmaction - INFO - Epoch [27][2580/2640] lr: 1.000e-03, eta: 14:03:05, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8805, loss_cls: 1.2733, loss: 1.2733, grad_norm: 8.4777 2020-10-11 15:10:37,913 - mmaction - INFO - Epoch [27][2600/2640] lr: 1.000e-03, eta: 14:02:48, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8703, loss_cls: 1.2970, loss: 1.2970, grad_norm: 8.6443 2020-10-11 15:10:54,316 - mmaction - INFO - Epoch [27][2620/2640] lr: 1.000e-03, eta: 14:02:31, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2251, loss: 1.2251, grad_norm: 8.1662 2020-10-11 15:11:10,610 - mmaction - INFO - Epoch [27][2640/2640] lr: 1.000e-03, eta: 14:02:14, time: 0.813, data_time: 0.005, memory: 9800, top1_acc: 0.6597, top5_acc: 0.8766, loss_cls: 1.3117, loss: 1.3117, grad_norm: 8.5172 2020-10-11 15:11:11,023 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-10-11 15:11:42,538 - mmaction - INFO - Epoch [28][20/2640] lr: 1.000e-03, eta: 14:02:09, time: 1.520, data_time: 0.676, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8672, loss_cls: 1.2999, loss: 1.2999, grad_norm: 8.2176 2020-10-11 15:11:59,035 - mmaction - INFO - Epoch [28][40/2640] lr: 1.000e-03, eta: 14:01:53, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.1881, loss: 1.1881, grad_norm: 8.1257 2020-10-11 15:12:15,672 - mmaction - INFO - Epoch [28][60/2640] lr: 1.000e-03, eta: 14:01:36, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8789, loss_cls: 1.2195, loss: 1.2195, grad_norm: 8.1976 2020-10-11 15:12:32,198 - mmaction - INFO - Epoch [28][80/2640] lr: 1.000e-03, eta: 14:01:19, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8930, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.1935 2020-10-11 15:12:48,939 - mmaction - INFO - Epoch [28][100/2640] lr: 1.000e-03, eta: 14:01:03, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1560, loss: 1.1560, grad_norm: 8.0994 2020-10-11 15:13:05,386 - mmaction - INFO - Epoch [28][120/2640] lr: 1.000e-03, eta: 14:00:46, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8859, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.1732 2020-10-11 15:13:21,821 - mmaction - INFO - Epoch [28][140/2640] lr: 1.000e-03, eta: 14:00:29, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8625, loss_cls: 1.3033, loss: 1.3033, grad_norm: 8.4596 2020-10-11 15:13:38,370 - mmaction - INFO - Epoch [28][160/2640] lr: 1.000e-03, eta: 14:00:12, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1749, loss: 1.1749, grad_norm: 8.2228 2020-10-11 15:13:54,801 - mmaction - INFO - Epoch [28][180/2640] lr: 1.000e-03, eta: 13:59:55, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8992, loss_cls: 1.1455, loss: 1.1455, grad_norm: 8.4162 2020-10-11 15:14:11,324 - mmaction - INFO - Epoch [28][200/2640] lr: 1.000e-03, eta: 13:59:39, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8820, loss_cls: 1.2545, loss: 1.2545, grad_norm: 8.4502 2020-10-11 15:14:27,775 - mmaction - INFO - Epoch [28][220/2640] lr: 1.000e-03, eta: 13:59:22, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8766, loss_cls: 1.2340, loss: 1.2340, grad_norm: 8.3209 2020-10-11 15:14:44,446 - mmaction - INFO - Epoch [28][240/2640] lr: 1.000e-03, eta: 13:59:05, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.2928, loss: 1.2928, grad_norm: 8.5389 2020-10-11 15:15:00,937 - mmaction - INFO - Epoch [28][260/2640] lr: 1.000e-03, eta: 13:58:48, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8898, loss_cls: 1.1884, loss: 1.1884, grad_norm: 8.2659 2020-10-11 15:15:17,670 - mmaction - INFO - Epoch [28][280/2640] lr: 1.000e-03, eta: 13:58:32, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.2296, loss: 1.2296, grad_norm: 8.5275 2020-10-11 15:15:34,291 - mmaction - INFO - Epoch [28][300/2640] lr: 1.000e-03, eta: 13:58:15, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8891, loss_cls: 1.2485, loss: 1.2485, grad_norm: 8.5765 2020-10-11 15:15:50,731 - mmaction - INFO - Epoch [28][320/2640] lr: 1.000e-03, eta: 13:57:58, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8828, loss_cls: 1.2230, loss: 1.2230, grad_norm: 8.4337 2020-10-11 15:16:07,300 - mmaction - INFO - Epoch [28][340/2640] lr: 1.000e-03, eta: 13:57:42, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8766, loss_cls: 1.2555, loss: 1.2555, grad_norm: 8.3849 2020-10-11 15:16:23,887 - mmaction - INFO - Epoch [28][360/2640] lr: 1.000e-03, eta: 13:57:25, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.4360 2020-10-11 15:16:40,460 - mmaction - INFO - Epoch [28][380/2640] lr: 1.000e-03, eta: 13:57:08, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8766, loss_cls: 1.2807, loss: 1.2807, grad_norm: 8.4066 2020-10-11 15:16:56,839 - mmaction - INFO - Epoch [28][400/2640] lr: 1.000e-03, eta: 13:56:51, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.2150, loss: 1.2150, grad_norm: 8.2264 2020-10-11 15:17:13,445 - mmaction - INFO - Epoch [28][420/2640] lr: 1.000e-03, eta: 13:56:35, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8656, loss_cls: 1.3317, loss: 1.3317, grad_norm: 8.8049 2020-10-11 15:17:30,211 - mmaction - INFO - Epoch [28][440/2640] lr: 1.000e-03, eta: 13:56:18, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8883, loss_cls: 1.2233, loss: 1.2233, grad_norm: 8.5795 2020-10-11 15:17:46,605 - mmaction - INFO - Epoch [28][460/2640] lr: 1.000e-03, eta: 13:56:01, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8742, loss_cls: 1.2781, loss: 1.2781, grad_norm: 8.3841 2020-10-11 15:18:03,231 - mmaction - INFO - Epoch [28][480/2640] lr: 1.000e-03, eta: 13:55:45, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2006, loss: 1.2006, grad_norm: 8.2195 2020-10-11 15:18:19,777 - mmaction - INFO - Epoch [28][500/2640] lr: 1.000e-03, eta: 13:55:28, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8781, loss_cls: 1.2443, loss: 1.2443, grad_norm: 8.3874 2020-10-11 15:18:36,401 - mmaction - INFO - Epoch [28][520/2640] lr: 1.000e-03, eta: 13:55:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8836, loss_cls: 1.2027, loss: 1.2027, grad_norm: 8.2938 2020-10-11 15:18:52,765 - mmaction - INFO - Epoch [28][540/2640] lr: 1.000e-03, eta: 13:54:54, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.2785 2020-10-11 15:19:09,376 - mmaction - INFO - Epoch [28][560/2640] lr: 1.000e-03, eta: 13:54:38, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.2038, loss: 1.2038, grad_norm: 8.2512 2020-10-11 15:19:25,936 - mmaction - INFO - Epoch [28][580/2640] lr: 1.000e-03, eta: 13:54:21, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8773, loss_cls: 1.2206, loss: 1.2206, grad_norm: 8.2448 2020-10-11 15:19:42,519 - mmaction - INFO - Epoch [28][600/2640] lr: 1.000e-03, eta: 13:54:04, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8883, loss_cls: 1.1833, loss: 1.1833, grad_norm: 8.1354 2020-10-11 15:19:58,904 - mmaction - INFO - Epoch [28][620/2640] lr: 1.000e-03, eta: 13:53:47, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8875, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.7502 2020-10-11 15:20:15,502 - mmaction - INFO - Epoch [28][640/2640] lr: 1.000e-03, eta: 13:53:31, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2442, loss: 1.2442, grad_norm: 8.1590 2020-10-11 15:20:32,131 - mmaction - INFO - Epoch [28][660/2640] lr: 1.000e-03, eta: 13:53:14, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8883, loss_cls: 1.2197, loss: 1.2197, grad_norm: 8.6242 2020-10-11 15:20:48,673 - mmaction - INFO - Epoch [28][680/2640] lr: 1.000e-03, eta: 13:52:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8750, loss_cls: 1.3155, loss: 1.3155, grad_norm: 8.6082 2020-10-11 15:21:05,325 - mmaction - INFO - Epoch [28][700/2640] lr: 1.000e-03, eta: 13:52:41, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2178, loss: 1.2178, grad_norm: 8.3562 2020-10-11 15:21:21,864 - mmaction - INFO - Epoch [28][720/2640] lr: 1.000e-03, eta: 13:52:24, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8625, loss_cls: 1.2949, loss: 1.2949, grad_norm: 8.5814 2020-10-11 15:21:38,646 - mmaction - INFO - Epoch [28][740/2640] lr: 1.000e-03, eta: 13:52:07, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8867, loss_cls: 1.1957, loss: 1.1957, grad_norm: 8.3322 2020-10-11 15:21:55,020 - mmaction - INFO - Epoch [28][760/2640] lr: 1.000e-03, eta: 13:51:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8867, loss_cls: 1.2365, loss: 1.2365, grad_norm: 8.6431 2020-10-11 15:22:11,649 - mmaction - INFO - Epoch [28][780/2640] lr: 1.000e-03, eta: 13:51:34, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8859, loss_cls: 1.2292, loss: 1.2292, grad_norm: 8.4841 2020-10-11 15:22:28,244 - mmaction - INFO - Epoch [28][800/2640] lr: 1.000e-03, eta: 13:51:17, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8867, loss_cls: 1.2275, loss: 1.2275, grad_norm: 8.6842 2020-10-11 15:22:44,783 - mmaction - INFO - Epoch [28][820/2640] lr: 1.000e-03, eta: 13:51:00, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8695, loss_cls: 1.2945, loss: 1.2945, grad_norm: 8.7233 2020-10-11 15:23:01,393 - mmaction - INFO - Epoch [28][840/2640] lr: 1.000e-03, eta: 13:50:44, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8828, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.4303 2020-10-11 15:23:18,123 - mmaction - INFO - Epoch [28][860/2640] lr: 1.000e-03, eta: 13:50:27, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8836, loss_cls: 1.2067, loss: 1.2067, grad_norm: 8.4300 2020-10-11 15:23:34,808 - mmaction - INFO - Epoch [28][880/2640] lr: 1.000e-03, eta: 13:50:10, time: 0.832, data_time: 0.003, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8719, loss_cls: 1.2545, loss: 1.2545, grad_norm: 8.5904 2020-10-11 15:23:51,158 - mmaction - INFO - Epoch [28][900/2640] lr: 1.000e-03, eta: 13:49:54, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8898, loss_cls: 1.1760, loss: 1.1760, grad_norm: 8.3664 2020-10-11 15:24:07,831 - mmaction - INFO - Epoch [28][920/2640] lr: 1.000e-03, eta: 13:49:37, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.1770, loss: 1.1770, grad_norm: 8.4835 2020-10-11 15:24:24,359 - mmaction - INFO - Epoch [28][940/2640] lr: 1.000e-03, eta: 13:49:20, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8992, loss_cls: 1.1226, loss: 1.1226, grad_norm: 8.2744 2020-10-11 15:24:40,969 - mmaction - INFO - Epoch [28][960/2640] lr: 1.000e-03, eta: 13:49:04, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8766, loss_cls: 1.2673, loss: 1.2673, grad_norm: 9.0259 2020-10-11 15:24:57,325 - mmaction - INFO - Epoch [28][980/2640] lr: 1.000e-03, eta: 13:48:47, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8922, loss_cls: 1.2173, loss: 1.2173, grad_norm: 8.7170 2020-10-11 15:25:13,984 - mmaction - INFO - Epoch [28][1000/2640] lr: 1.000e-03, eta: 13:48:30, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8820, loss_cls: 1.2727, loss: 1.2727, grad_norm: 8.3910 2020-10-11 15:25:30,488 - mmaction - INFO - Epoch [28][1020/2640] lr: 1.000e-03, eta: 13:48:13, time: 0.830, data_time: 0.008, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8906, loss_cls: 1.1647, loss: 1.1647, grad_norm: 8.3920 2020-10-11 15:25:47,148 - mmaction - INFO - Epoch [28][1040/2640] lr: 1.000e-03, eta: 13:47:57, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8828, loss_cls: 1.2280, loss: 1.2280, grad_norm: 8.6562 2020-10-11 15:26:03,681 - mmaction - INFO - Epoch [28][1060/2640] lr: 1.000e-03, eta: 13:47:40, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8852, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.3857 2020-10-11 15:26:20,288 - mmaction - INFO - Epoch [28][1080/2640] lr: 1.000e-03, eta: 13:47:23, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.0512 2020-10-11 15:26:36,864 - mmaction - INFO - Epoch [28][1100/2640] lr: 1.000e-03, eta: 13:47:06, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1414, loss: 1.1414, grad_norm: 8.2106 2020-10-11 15:26:53,243 - mmaction - INFO - Epoch [28][1120/2640] lr: 1.000e-03, eta: 13:46:50, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.1671, loss: 1.1671, grad_norm: 8.1162 2020-10-11 15:27:09,848 - mmaction - INFO - Epoch [28][1140/2640] lr: 1.000e-03, eta: 13:46:33, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6523, top5_acc: 0.8742, loss_cls: 1.3016, loss: 1.3016, grad_norm: 8.6386 2020-10-11 15:27:26,405 - mmaction - INFO - Epoch [28][1160/2640] lr: 1.000e-03, eta: 13:46:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8883, loss_cls: 1.2158, loss: 1.2158, grad_norm: 8.3641 2020-10-11 15:27:43,012 - mmaction - INFO - Epoch [28][1180/2640] lr: 1.000e-03, eta: 13:45:59, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8695, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.3349 2020-10-11 15:27:59,429 - mmaction - INFO - Epoch [28][1200/2640] lr: 1.000e-03, eta: 13:45:43, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.1684, loss: 1.1684, grad_norm: 8.0853 2020-10-11 15:28:16,023 - mmaction - INFO - Epoch [28][1220/2640] lr: 1.000e-03, eta: 13:45:26, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8812, loss_cls: 1.2269, loss: 1.2269, grad_norm: 8.6291 2020-10-11 15:28:32,566 - mmaction - INFO - Epoch [28][1240/2640] lr: 1.000e-03, eta: 13:45:09, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8805, loss_cls: 1.1811, loss: 1.1811, grad_norm: 8.5459 2020-10-11 15:28:49,242 - mmaction - INFO - Epoch [28][1260/2640] lr: 1.000e-03, eta: 13:44:53, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8727, loss_cls: 1.2434, loss: 1.2434, grad_norm: 8.5761 2020-10-11 15:29:05,971 - mmaction - INFO - Epoch [28][1280/2640] lr: 1.000e-03, eta: 13:44:36, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8914, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.4466 2020-10-11 15:29:22,581 - mmaction - INFO - Epoch [28][1300/2640] lr: 1.000e-03, eta: 13:44:19, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8859, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.5490 2020-10-11 15:29:39,167 - mmaction - INFO - Epoch [28][1320/2640] lr: 1.000e-03, eta: 13:44:03, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6539, top5_acc: 0.8789, loss_cls: 1.2686, loss: 1.2686, grad_norm: 8.8397 2020-10-11 15:29:55,726 - mmaction - INFO - Epoch [28][1340/2640] lr: 1.000e-03, eta: 13:43:46, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6508, top5_acc: 0.8727, loss_cls: 1.3230, loss: 1.3230, grad_norm: 8.7065 2020-10-11 15:30:12,355 - mmaction - INFO - Epoch [28][1360/2640] lr: 1.000e-03, eta: 13:43:29, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8641, loss_cls: 1.3222, loss: 1.3222, grad_norm: 8.8976 2020-10-11 15:30:28,874 - mmaction - INFO - Epoch [28][1380/2640] lr: 1.000e-03, eta: 13:43:13, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.6750 2020-10-11 15:30:45,528 - mmaction - INFO - Epoch [28][1400/2640] lr: 1.000e-03, eta: 13:42:56, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8828, loss_cls: 1.2469, loss: 1.2469, grad_norm: 8.3236 2020-10-11 15:31:02,058 - mmaction - INFO - Epoch [28][1420/2640] lr: 1.000e-03, eta: 13:42:39, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8906, loss_cls: 1.2311, loss: 1.2311, grad_norm: 8.3425 2020-10-11 15:31:18,732 - mmaction - INFO - Epoch [28][1440/2640] lr: 1.000e-03, eta: 13:42:22, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8703, loss_cls: 1.2717, loss: 1.2717, grad_norm: 8.5482 2020-10-11 15:31:35,317 - mmaction - INFO - Epoch [28][1460/2640] lr: 1.000e-03, eta: 13:42:06, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8812, loss_cls: 1.2130, loss: 1.2130, grad_norm: 8.3079 2020-10-11 15:31:52,051 - mmaction - INFO - Epoch [28][1480/2640] lr: 1.000e-03, eta: 13:41:49, time: 0.837, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2194, loss: 1.2194, grad_norm: 8.2133 2020-10-11 15:32:08,698 - mmaction - INFO - Epoch [28][1500/2640] lr: 1.000e-03, eta: 13:41:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6469, top5_acc: 0.8688, loss_cls: 1.3179, loss: 1.3179, grad_norm: 9.0355 2020-10-11 15:32:25,277 - mmaction - INFO - Epoch [28][1520/2640] lr: 1.000e-03, eta: 13:41:16, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8852, loss_cls: 1.1901, loss: 1.1901, grad_norm: 8.2048 2020-10-11 15:32:41,848 - mmaction - INFO - Epoch [28][1540/2640] lr: 1.000e-03, eta: 13:40:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8867, loss_cls: 1.2086, loss: 1.2086, grad_norm: 8.2908 2020-10-11 15:32:58,402 - mmaction - INFO - Epoch [28][1560/2640] lr: 1.000e-03, eta: 13:40:42, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8703, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.5519 2020-10-11 15:33:15,033 - mmaction - INFO - Epoch [28][1580/2640] lr: 1.000e-03, eta: 13:40:26, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8852, loss_cls: 1.1987, loss: 1.1987, grad_norm: 8.2630 2020-10-11 15:33:31,601 - mmaction - INFO - Epoch [28][1600/2640] lr: 1.000e-03, eta: 13:40:09, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8859, loss_cls: 1.2357, loss: 1.2357, grad_norm: 8.2752 2020-10-11 15:33:47,952 - mmaction - INFO - Epoch [28][1620/2640] lr: 1.000e-03, eta: 13:39:52, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8961, loss_cls: 1.2083, loss: 1.2083, grad_norm: 8.3642 2020-10-11 15:34:04,607 - mmaction - INFO - Epoch [28][1640/2640] lr: 1.000e-03, eta: 13:39:35, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8859, loss_cls: 1.2121, loss: 1.2121, grad_norm: 8.3303 2020-10-11 15:34:21,156 - mmaction - INFO - Epoch [28][1660/2640] lr: 1.000e-03, eta: 13:39:19, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8781, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.4977 2020-10-11 15:34:37,736 - mmaction - INFO - Epoch [28][1680/2640] lr: 1.000e-03, eta: 13:39:02, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8789, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.6211 2020-10-11 15:34:54,112 - mmaction - INFO - Epoch [28][1700/2640] lr: 1.000e-03, eta: 13:38:45, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8914, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.2758 2020-10-11 15:35:10,753 - mmaction - INFO - Epoch [28][1720/2640] lr: 1.000e-03, eta: 13:38:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8742, loss_cls: 1.2292, loss: 1.2292, grad_norm: 8.6006 2020-10-11 15:35:27,322 - mmaction - INFO - Epoch [28][1740/2640] lr: 1.000e-03, eta: 13:38:12, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8859, loss_cls: 1.1758, loss: 1.1758, grad_norm: 8.3534 2020-10-11 15:35:43,877 - mmaction - INFO - Epoch [28][1760/2640] lr: 1.000e-03, eta: 13:37:55, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8891, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.4362 2020-10-11 15:36:00,261 - mmaction - INFO - Epoch [28][1780/2640] lr: 1.000e-03, eta: 13:37:38, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8984, loss_cls: 1.1902, loss: 1.1902, grad_norm: 8.7001 2020-10-11 15:36:16,919 - mmaction - INFO - Epoch [28][1800/2640] lr: 1.000e-03, eta: 13:37:22, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.7108 2020-10-11 15:36:33,459 - mmaction - INFO - Epoch [28][1820/2640] lr: 1.000e-03, eta: 13:37:05, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8734, loss_cls: 1.3110, loss: 1.3110, grad_norm: 8.9093 2020-10-11 15:36:50,141 - mmaction - INFO - Epoch [28][1840/2640] lr: 1.000e-03, eta: 13:36:48, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8844, loss_cls: 1.2562, loss: 1.2562, grad_norm: 8.7213 2020-10-11 15:37:06,642 - mmaction - INFO - Epoch [28][1860/2640] lr: 1.000e-03, eta: 13:36:32, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8844, loss_cls: 1.1870, loss: 1.1870, grad_norm: 8.3211 2020-10-11 15:37:23,233 - mmaction - INFO - Epoch [28][1880/2640] lr: 1.000e-03, eta: 13:36:15, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.1773, loss: 1.1773, grad_norm: 8.3816 2020-10-11 15:37:40,003 - mmaction - INFO - Epoch [28][1900/2640] lr: 1.000e-03, eta: 13:35:58, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8914, loss_cls: 1.1728, loss: 1.1728, grad_norm: 8.3406 2020-10-11 15:37:56,425 - mmaction - INFO - Epoch [28][1920/2640] lr: 1.000e-03, eta: 13:35:41, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8789, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.6210 2020-10-11 15:38:13,071 - mmaction - INFO - Epoch [28][1940/2640] lr: 1.000e-03, eta: 13:35:25, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8914, loss_cls: 1.2126, loss: 1.2126, grad_norm: 8.5043 2020-10-11 15:38:29,577 - mmaction - INFO - Epoch [28][1960/2640] lr: 1.000e-03, eta: 13:35:08, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8750, loss_cls: 1.2302, loss: 1.2302, grad_norm: 8.3659 2020-10-11 15:38:46,216 - mmaction - INFO - Epoch [28][1980/2640] lr: 1.000e-03, eta: 13:34:51, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8852, loss_cls: 1.1733, loss: 1.1733, grad_norm: 8.3073 2020-10-11 15:39:02,750 - mmaction - INFO - Epoch [28][2000/2640] lr: 1.000e-03, eta: 13:34:35, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.6196 2020-10-11 15:39:19,414 - mmaction - INFO - Epoch [28][2020/2640] lr: 1.000e-03, eta: 13:34:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8781, loss_cls: 1.2305, loss: 1.2305, grad_norm: 8.5890 2020-10-11 15:39:36,106 - mmaction - INFO - Epoch [28][2040/2640] lr: 1.000e-03, eta: 13:34:01, time: 0.837, data_time: 0.007, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8875, loss_cls: 1.1867, loss: 1.1867, grad_norm: 8.4837 2020-10-11 15:39:52,681 - mmaction - INFO - Epoch [28][2060/2640] lr: 1.000e-03, eta: 13:33:45, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8797, loss_cls: 1.2340, loss: 1.2340, grad_norm: 8.5263 2020-10-11 15:40:09,142 - mmaction - INFO - Epoch [28][2080/2640] lr: 1.000e-03, eta: 13:33:28, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8906, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.2849 2020-10-11 15:40:25,706 - mmaction - INFO - Epoch [28][2100/2640] lr: 1.000e-03, eta: 13:33:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.6071 2020-10-11 15:40:42,287 - mmaction - INFO - Epoch [28][2120/2640] lr: 1.000e-03, eta: 13:32:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8922, loss_cls: 1.2054, loss: 1.2054, grad_norm: 8.5844 2020-10-11 15:40:58,691 - mmaction - INFO - Epoch [28][2140/2640] lr: 1.000e-03, eta: 13:32:38, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8727, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.9435 2020-10-11 15:41:15,311 - mmaction - INFO - Epoch [28][2160/2640] lr: 1.000e-03, eta: 13:32:21, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8961, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.3258 2020-10-11 15:41:32,000 - mmaction - INFO - Epoch [28][2180/2640] lr: 1.000e-03, eta: 13:32:04, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3034, loss: 1.3034, grad_norm: 8.7188 2020-10-11 15:41:48,501 - mmaction - INFO - Epoch [28][2200/2640] lr: 1.000e-03, eta: 13:31:48, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8898, loss_cls: 1.2140, loss: 1.2140, grad_norm: 8.4786 2020-10-11 15:42:05,040 - mmaction - INFO - Epoch [28][2220/2640] lr: 1.000e-03, eta: 13:31:31, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6438, top5_acc: 0.8688, loss_cls: 1.3038, loss: 1.3038, grad_norm: 8.8841 2020-10-11 15:42:21,761 - mmaction - INFO - Epoch [28][2240/2640] lr: 1.000e-03, eta: 13:31:14, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8781, loss_cls: 1.2303, loss: 1.2303, grad_norm: 8.6556 2020-10-11 15:42:38,438 - mmaction - INFO - Epoch [28][2260/2640] lr: 1.000e-03, eta: 13:30:58, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8805, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.7448 2020-10-11 15:42:54,798 - mmaction - INFO - Epoch [28][2280/2640] lr: 1.000e-03, eta: 13:30:41, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8766, loss_cls: 1.2980, loss: 1.2980, grad_norm: 8.5729 2020-10-11 15:43:11,411 - mmaction - INFO - Epoch [28][2300/2640] lr: 1.000e-03, eta: 13:30:24, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8953, loss_cls: 1.1635, loss: 1.1635, grad_norm: 8.3084 2020-10-11 15:43:28,047 - mmaction - INFO - Epoch [28][2320/2640] lr: 1.000e-03, eta: 13:30:07, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.6664, top5_acc: 0.8867, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.6937 2020-10-11 15:43:44,602 - mmaction - INFO - Epoch [28][2340/2640] lr: 1.000e-03, eta: 13:29:51, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8891, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.4906 2020-10-11 15:44:01,155 - mmaction - INFO - Epoch [28][2360/2640] lr: 1.000e-03, eta: 13:29:34, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8930, loss_cls: 1.1958, loss: 1.1958, grad_norm: 8.3627 2020-10-11 15:44:17,785 - mmaction - INFO - Epoch [28][2380/2640] lr: 1.000e-03, eta: 13:29:17, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8766, loss_cls: 1.2499, loss: 1.2499, grad_norm: 8.8921 2020-10-11 15:44:34,396 - mmaction - INFO - Epoch [28][2400/2640] lr: 1.000e-03, eta: 13:29:01, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8750, loss_cls: 1.2422, loss: 1.2422, grad_norm: 8.5250 2020-10-11 15:44:50,948 - mmaction - INFO - Epoch [28][2420/2640] lr: 1.000e-03, eta: 13:28:44, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8758, loss_cls: 1.2424, loss: 1.2424, grad_norm: 8.7528 2020-10-11 15:45:07,712 - mmaction - INFO - Epoch [28][2440/2640] lr: 1.000e-03, eta: 13:28:27, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.2514, loss: 1.2514, grad_norm: 8.5465 2020-10-11 15:45:24,188 - mmaction - INFO - Epoch [28][2460/2640] lr: 1.000e-03, eta: 13:28:11, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8820, loss_cls: 1.2511, loss: 1.2511, grad_norm: 8.5448 2020-10-11 15:45:40,778 - mmaction - INFO - Epoch [28][2480/2640] lr: 1.000e-03, eta: 13:27:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8898, loss_cls: 1.2096, loss: 1.2096, grad_norm: 8.6899 2020-10-11 15:45:57,261 - mmaction - INFO - Epoch [28][2500/2640] lr: 1.000e-03, eta: 13:27:37, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8797, loss_cls: 1.1832, loss: 1.1832, grad_norm: 8.4979 2020-10-11 15:46:13,924 - mmaction - INFO - Epoch [28][2520/2640] lr: 1.000e-03, eta: 13:27:21, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8781, loss_cls: 1.2465, loss: 1.2465, grad_norm: 8.8626 2020-10-11 15:46:30,475 - mmaction - INFO - Epoch [28][2540/2640] lr: 1.000e-03, eta: 13:27:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6531, top5_acc: 0.8859, loss_cls: 1.2701, loss: 1.2701, grad_norm: 8.9517 2020-10-11 15:46:47,104 - mmaction - INFO - Epoch [28][2560/2640] lr: 1.000e-03, eta: 13:26:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8742, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.7652 2020-10-11 15:47:03,675 - mmaction - INFO - Epoch [28][2580/2640] lr: 1.000e-03, eta: 13:26:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8805, loss_cls: 1.1555, loss: 1.1555, grad_norm: 8.3983 2020-10-11 15:47:20,258 - mmaction - INFO - Epoch [28][2600/2640] lr: 1.000e-03, eta: 13:26:14, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8773, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.8855 2020-10-11 15:47:36,858 - mmaction - INFO - Epoch [28][2620/2640] lr: 1.000e-03, eta: 13:25:57, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8961, loss_cls: 1.1741, loss: 1.1741, grad_norm: 8.9778 2020-10-11 15:47:52,727 - mmaction - INFO - Epoch [28][2640/2640] lr: 1.000e-03, eta: 13:25:40, time: 0.794, data_time: 0.002, memory: 9800, top1_acc: 0.6685, top5_acc: 0.8742, loss_cls: 1.2998, loss: 1.2998, grad_norm: 8.9051 2020-10-11 15:47:52,957 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-10-11 15:48:19,845 - mmaction - INFO - Epoch [29][20/2640] lr: 1.000e-03, eta: 13:25:29, time: 1.227, data_time: 0.369, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8773, loss_cls: 1.2333, loss: 1.2333, grad_norm: 8.8681 2020-10-11 15:48:36,274 - mmaction - INFO - Epoch [29][40/2640] lr: 1.000e-03, eta: 13:25:13, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8992, loss_cls: 1.1640, loss: 1.1640, grad_norm: 8.4035 2020-10-11 15:48:52,803 - mmaction - INFO - Epoch [29][60/2640] lr: 1.000e-03, eta: 13:24:56, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8930, loss_cls: 1.1984, loss: 1.1984, grad_norm: 8.5098 2020-10-11 15:49:09,381 - mmaction - INFO - Epoch [29][80/2640] lr: 1.000e-03, eta: 13:24:39, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8977, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.5107 2020-10-11 15:49:25,798 - mmaction - INFO - Epoch [29][100/2640] lr: 1.000e-03, eta: 13:24:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8711, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.8333 2020-10-11 15:49:42,154 - mmaction - INFO - Epoch [29][120/2640] lr: 1.000e-03, eta: 13:24:05, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8914, loss_cls: 1.2297, loss: 1.2297, grad_norm: 8.7701 2020-10-11 15:49:58,562 - mmaction - INFO - Epoch [29][140/2640] lr: 1.000e-03, eta: 13:23:49, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6633, top5_acc: 0.8750, loss_cls: 1.2631, loss: 1.2631, grad_norm: 8.5968 2020-10-11 15:50:15,190 - mmaction - INFO - Epoch [29][160/2640] lr: 1.000e-03, eta: 13:23:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8914, loss_cls: 1.2258, loss: 1.2258, grad_norm: 8.4407 2020-10-11 15:50:31,728 - mmaction - INFO - Epoch [29][180/2640] lr: 1.000e-03, eta: 13:23:15, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8734, loss_cls: 1.2952, loss: 1.2952, grad_norm: 8.4887 2020-10-11 15:50:48,364 - mmaction - INFO - Epoch [29][200/2640] lr: 1.000e-03, eta: 13:22:59, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8766, loss_cls: 1.1883, loss: 1.1883, grad_norm: 8.4444 2020-10-11 15:51:04,936 - mmaction - INFO - Epoch [29][220/2640] lr: 1.000e-03, eta: 13:22:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8867, loss_cls: 1.1913, loss: 1.1913, grad_norm: 8.1872 2020-10-11 15:51:21,591 - mmaction - INFO - Epoch [29][240/2640] lr: 1.000e-03, eta: 13:22:25, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1486, loss: 1.1486, grad_norm: 8.7273 2020-10-11 15:51:38,099 - mmaction - INFO - Epoch [29][260/2640] lr: 1.000e-03, eta: 13:22:08, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.9039, loss_cls: 1.1352, loss: 1.1352, grad_norm: 8.5791 2020-10-11 15:51:54,490 - mmaction - INFO - Epoch [29][280/2640] lr: 1.000e-03, eta: 13:21:52, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8844, loss_cls: 1.1791, loss: 1.1791, grad_norm: 8.5599 2020-10-11 15:52:10,854 - mmaction - INFO - Epoch [29][300/2640] lr: 1.000e-03, eta: 13:21:35, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8977, loss_cls: 1.1675, loss: 1.1675, grad_norm: 8.5153 2020-10-11 15:52:27,258 - mmaction - INFO - Epoch [29][320/2640] lr: 1.000e-03, eta: 13:21:18, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8992, loss_cls: 1.1356, loss: 1.1356, grad_norm: 8.6405 2020-10-11 15:52:43,832 - mmaction - INFO - Epoch [29][340/2640] lr: 1.000e-03, eta: 13:21:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8844, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.5594 2020-10-11 15:53:00,283 - mmaction - INFO - Epoch [29][360/2640] lr: 1.000e-03, eta: 13:20:44, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8922, loss_cls: 1.1687, loss: 1.1687, grad_norm: 8.7197 2020-10-11 15:53:16,874 - mmaction - INFO - Epoch [29][380/2640] lr: 1.000e-03, eta: 13:20:28, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8953, loss_cls: 1.1728, loss: 1.1728, grad_norm: 8.7032 2020-10-11 15:53:33,420 - mmaction - INFO - Epoch [29][400/2640] lr: 1.000e-03, eta: 13:20:11, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1810, loss: 1.1810, grad_norm: 8.4177 2020-10-11 15:53:49,992 - mmaction - INFO - Epoch [29][420/2640] lr: 1.000e-03, eta: 13:19:54, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2108, loss: 1.2108, grad_norm: 8.6635 2020-10-11 15:54:06,386 - mmaction - INFO - Epoch [29][440/2640] lr: 1.000e-03, eta: 13:19:37, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2139, loss: 1.2139, grad_norm: 8.4798 2020-10-11 15:54:22,980 - mmaction - INFO - Epoch [29][460/2640] lr: 1.000e-03, eta: 13:19:21, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8883, loss_cls: 1.2000, loss: 1.2000, grad_norm: 8.5004 2020-10-11 15:54:39,560 - mmaction - INFO - Epoch [29][480/2640] lr: 1.000e-03, eta: 13:19:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8734, loss_cls: 1.2555, loss: 1.2555, grad_norm: 8.6625 2020-10-11 15:54:55,946 - mmaction - INFO - Epoch [29][500/2640] lr: 1.000e-03, eta: 13:18:47, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8891, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.4193 2020-10-11 15:55:12,607 - mmaction - INFO - Epoch [29][520/2640] lr: 1.000e-03, eta: 13:18:30, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8945, loss_cls: 1.1719, loss: 1.1719, grad_norm: 8.8330 2020-10-11 15:55:29,167 - mmaction - INFO - Epoch [29][540/2640] lr: 1.000e-03, eta: 13:18:14, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8859, loss_cls: 1.1934, loss: 1.1934, grad_norm: 8.6259 2020-10-11 15:55:45,773 - mmaction - INFO - Epoch [29][560/2640] lr: 1.000e-03, eta: 13:17:57, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.1674, loss: 1.1674, grad_norm: 8.4123 2020-10-11 15:56:02,283 - mmaction - INFO - Epoch [29][580/2640] lr: 1.000e-03, eta: 13:17:40, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8750, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.7027 2020-10-11 15:56:18,900 - mmaction - INFO - Epoch [29][600/2640] lr: 1.000e-03, eta: 13:17:24, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8859, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.2544 2020-10-11 15:56:35,484 - mmaction - INFO - Epoch [29][620/2640] lr: 1.000e-03, eta: 13:17:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8867, loss_cls: 1.2222, loss: 1.2222, grad_norm: 8.8143 2020-10-11 15:56:51,873 - mmaction - INFO - Epoch [29][640/2640] lr: 1.000e-03, eta: 13:16:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2184, loss: 1.2184, grad_norm: 8.9424 2020-10-11 15:57:08,470 - mmaction - INFO - Epoch [29][660/2640] lr: 1.000e-03, eta: 13:16:33, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1759, loss: 1.1759, grad_norm: 8.7283 2020-10-11 15:57:25,056 - mmaction - INFO - Epoch [29][680/2640] lr: 1.000e-03, eta: 13:16:17, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8680, loss_cls: 1.2748, loss: 1.2748, grad_norm: 9.1981 2020-10-11 15:57:41,662 - mmaction - INFO - Epoch [29][700/2640] lr: 1.000e-03, eta: 13:16:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8953, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.0627 2020-10-11 15:57:58,037 - mmaction - INFO - Epoch [29][720/2640] lr: 1.000e-03, eta: 13:15:43, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8680, loss_cls: 1.2622, loss: 1.2622, grad_norm: 9.0634 2020-10-11 15:58:14,829 - mmaction - INFO - Epoch [29][740/2640] lr: 1.000e-03, eta: 13:15:27, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8727, loss_cls: 1.2502, loss: 1.2502, grad_norm: 9.0279 2020-10-11 15:58:31,407 - mmaction - INFO - Epoch [29][760/2640] lr: 1.000e-03, eta: 13:15:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8977, loss_cls: 1.1730, loss: 1.1730, grad_norm: 8.7287 2020-10-11 15:58:48,005 - mmaction - INFO - Epoch [29][780/2640] lr: 1.000e-03, eta: 13:14:53, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8836, loss_cls: 1.2003, loss: 1.2003, grad_norm: 9.1549 2020-10-11 15:59:04,580 - mmaction - INFO - Epoch [29][800/2640] lr: 1.000e-03, eta: 13:14:37, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2248, loss: 1.2248, grad_norm: 8.8135 2020-10-11 15:59:21,187 - mmaction - INFO - Epoch [29][820/2640] lr: 1.000e-03, eta: 13:14:20, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8969, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.8607 2020-10-11 15:59:37,797 - mmaction - INFO - Epoch [29][840/2640] lr: 1.000e-03, eta: 13:14:03, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8812, loss_cls: 1.2623, loss: 1.2623, grad_norm: 8.7220 2020-10-11 15:59:54,124 - mmaction - INFO - Epoch [29][860/2640] lr: 1.000e-03, eta: 13:13:46, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8820, loss_cls: 1.2439, loss: 1.2439, grad_norm: 8.7618 2020-10-11 16:00:12,171 - mmaction - INFO - Epoch [29][880/2640] lr: 1.000e-03, eta: 13:13:31, time: 0.902, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8773, loss_cls: 1.3085, loss: 1.3085, grad_norm: 9.0512 2020-10-11 16:00:28,569 - mmaction - INFO - Epoch [29][900/2640] lr: 1.000e-03, eta: 13:13:14, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6578, top5_acc: 0.8766, loss_cls: 1.2568, loss: 1.2568, grad_norm: 8.9780 2020-10-11 16:00:45,181 - mmaction - INFO - Epoch [29][920/2640] lr: 1.000e-03, eta: 13:12:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.2239, loss: 1.2239, grad_norm: 8.6532 2020-10-11 16:01:01,737 - mmaction - INFO - Epoch [29][940/2640] lr: 1.000e-03, eta: 13:12:41, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8836, loss_cls: 1.2109, loss: 1.2109, grad_norm: 8.7754 2020-10-11 16:01:18,373 - mmaction - INFO - Epoch [29][960/2640] lr: 1.000e-03, eta: 13:12:24, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8953, loss_cls: 1.1756, loss: 1.1756, grad_norm: 8.8124 2020-10-11 16:01:34,962 - mmaction - INFO - Epoch [29][980/2640] lr: 1.000e-03, eta: 13:12:07, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6680, top5_acc: 0.8773, loss_cls: 1.2817, loss: 1.2817, grad_norm: 8.9643 2020-10-11 16:01:51,462 - mmaction - INFO - Epoch [29][1000/2640] lr: 1.000e-03, eta: 13:11:50, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8891, loss_cls: 1.2315, loss: 1.2315, grad_norm: 8.7361 2020-10-11 16:02:07,878 - mmaction - INFO - Epoch [29][1020/2640] lr: 1.000e-03, eta: 13:11:34, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8906, loss_cls: 1.2166, loss: 1.2166, grad_norm: 8.6523 2020-10-11 16:02:24,441 - mmaction - INFO - Epoch [29][1040/2640] lr: 1.000e-03, eta: 13:11:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8844, loss_cls: 1.2564, loss: 1.2564, grad_norm: 9.0470 2020-10-11 16:02:41,116 - mmaction - INFO - Epoch [29][1060/2640] lr: 1.000e-03, eta: 13:11:00, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8922, loss_cls: 1.1771, loss: 1.1771, grad_norm: 8.7245 2020-10-11 16:02:57,637 - mmaction - INFO - Epoch [29][1080/2640] lr: 1.000e-03, eta: 13:10:44, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8758, loss_cls: 1.2064, loss: 1.2064, grad_norm: 8.5755 2020-10-11 16:03:14,253 - mmaction - INFO - Epoch [29][1100/2640] lr: 1.000e-03, eta: 13:10:27, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8711, loss_cls: 1.2373, loss: 1.2373, grad_norm: 8.9505 2020-10-11 16:03:30,658 - mmaction - INFO - Epoch [29][1120/2640] lr: 1.000e-03, eta: 13:10:10, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.0987, loss: 1.0987, grad_norm: 8.3024 2020-10-11 16:03:47,234 - mmaction - INFO - Epoch [29][1140/2640] lr: 1.000e-03, eta: 13:09:53, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2173, loss: 1.2173, grad_norm: 8.5803 2020-10-11 16:04:03,840 - mmaction - INFO - Epoch [29][1160/2640] lr: 1.000e-03, eta: 13:09:37, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8680, loss_cls: 1.2495, loss: 1.2495, grad_norm: 8.8885 2020-10-11 16:04:20,433 - mmaction - INFO - Epoch [29][1180/2640] lr: 1.000e-03, eta: 13:09:20, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8906, loss_cls: 1.1769, loss: 1.1769, grad_norm: 8.6817 2020-10-11 16:04:37,017 - mmaction - INFO - Epoch [29][1200/2640] lr: 1.000e-03, eta: 13:09:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9109, loss_cls: 1.0771, loss: 1.0771, grad_norm: 8.5999 2020-10-11 16:04:53,588 - mmaction - INFO - Epoch [29][1220/2640] lr: 1.000e-03, eta: 13:08:47, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8789, loss_cls: 1.2451, loss: 1.2451, grad_norm: 8.6042 2020-10-11 16:05:10,204 - mmaction - INFO - Epoch [29][1240/2640] lr: 1.000e-03, eta: 13:08:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8891, loss_cls: 1.1548, loss: 1.1548, grad_norm: 8.5668 2020-10-11 16:05:26,777 - mmaction - INFO - Epoch [29][1260/2640] lr: 1.000e-03, eta: 13:08:13, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8867, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.6526 2020-10-11 16:05:43,329 - mmaction - INFO - Epoch [29][1280/2640] lr: 1.000e-03, eta: 13:07:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8977, loss_cls: 1.1777, loss: 1.1777, grad_norm: 8.7980 2020-10-11 16:05:59,693 - mmaction - INFO - Epoch [29][1300/2640] lr: 1.000e-03, eta: 13:07:40, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8742, loss_cls: 1.3173, loss: 1.3173, grad_norm: 9.1354 2020-10-11 16:06:16,132 - mmaction - INFO - Epoch [29][1320/2640] lr: 1.000e-03, eta: 13:07:23, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1690, loss: 1.1690, grad_norm: 8.3171 2020-10-11 16:06:32,695 - mmaction - INFO - Epoch [29][1340/2640] lr: 1.000e-03, eta: 13:07:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8758, loss_cls: 1.2634, loss: 1.2634, grad_norm: 8.7263 2020-10-11 16:06:49,296 - mmaction - INFO - Epoch [29][1360/2640] lr: 1.000e-03, eta: 13:06:49, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.8102 2020-10-11 16:07:05,659 - mmaction - INFO - Epoch [29][1380/2640] lr: 1.000e-03, eta: 13:06:33, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8922, loss_cls: 1.2063, loss: 1.2063, grad_norm: 8.7954 2020-10-11 16:07:22,302 - mmaction - INFO - Epoch [29][1400/2640] lr: 1.000e-03, eta: 13:06:16, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8938, loss_cls: 1.1466, loss: 1.1466, grad_norm: 8.2728 2020-10-11 16:07:38,855 - mmaction - INFO - Epoch [29][1420/2640] lr: 1.000e-03, eta: 13:05:59, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8789, loss_cls: 1.1994, loss: 1.1994, grad_norm: 8.5900 2020-10-11 16:07:55,230 - mmaction - INFO - Epoch [29][1440/2640] lr: 1.000e-03, eta: 13:05:42, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8875, loss_cls: 1.1662, loss: 1.1662, grad_norm: 8.5357 2020-10-11 16:08:11,847 - mmaction - INFO - Epoch [29][1460/2640] lr: 1.000e-03, eta: 13:05:26, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8844, loss_cls: 1.1870, loss: 1.1870, grad_norm: 8.6928 2020-10-11 16:08:28,406 - mmaction - INFO - Epoch [29][1480/2640] lr: 1.000e-03, eta: 13:05:09, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8781, loss_cls: 1.2343, loss: 1.2343, grad_norm: 9.2834 2020-10-11 16:08:45,023 - mmaction - INFO - Epoch [29][1500/2640] lr: 1.000e-03, eta: 13:04:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8812, loss_cls: 1.2512, loss: 1.2512, grad_norm: 8.7955 2020-10-11 16:09:01,399 - mmaction - INFO - Epoch [29][1520/2640] lr: 1.000e-03, eta: 13:04:35, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8758, loss_cls: 1.2725, loss: 1.2725, grad_norm: 9.0340 2020-10-11 16:09:18,022 - mmaction - INFO - Epoch [29][1540/2640] lr: 1.000e-03, eta: 13:04:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8789, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.1347 2020-10-11 16:09:34,606 - mmaction - INFO - Epoch [29][1560/2640] lr: 1.000e-03, eta: 13:04:02, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8906, loss_cls: 1.2006, loss: 1.2006, grad_norm: 8.9434 2020-10-11 16:09:50,943 - mmaction - INFO - Epoch [29][1580/2640] lr: 1.000e-03, eta: 13:03:45, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8898, loss_cls: 1.1946, loss: 1.1946, grad_norm: 8.8064 2020-10-11 16:10:07,406 - mmaction - INFO - Epoch [29][1600/2640] lr: 1.000e-03, eta: 13:03:28, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8828, loss_cls: 1.2149, loss: 1.2149, grad_norm: 8.6723 2020-10-11 16:10:23,921 - mmaction - INFO - Epoch [29][1620/2640] lr: 1.000e-03, eta: 13:03:12, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.2089, loss: 1.2089, grad_norm: 9.1626 2020-10-11 16:10:40,503 - mmaction - INFO - Epoch [29][1640/2640] lr: 1.000e-03, eta: 13:02:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8812, loss_cls: 1.1960, loss: 1.1960, grad_norm: 8.9938 2020-10-11 16:10:56,912 - mmaction - INFO - Epoch [29][1660/2640] lr: 1.000e-03, eta: 13:02:38, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8859, loss_cls: 1.2224, loss: 1.2224, grad_norm: 8.5503 2020-10-11 16:11:13,536 - mmaction - INFO - Epoch [29][1680/2640] lr: 1.000e-03, eta: 13:02:22, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8773, loss_cls: 1.1991, loss: 1.1991, grad_norm: 8.7837 2020-10-11 16:11:30,079 - mmaction - INFO - Epoch [29][1700/2640] lr: 1.000e-03, eta: 13:02:05, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9000, loss_cls: 1.1563, loss: 1.1563, grad_norm: 8.4018 2020-10-11 16:11:46,722 - mmaction - INFO - Epoch [29][1720/2640] lr: 1.000e-03, eta: 13:01:48, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8953, loss_cls: 1.1657, loss: 1.1657, grad_norm: 8.5492 2020-10-11 16:12:03,241 - mmaction - INFO - Epoch [29][1740/2640] lr: 1.000e-03, eta: 13:01:31, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8953, loss_cls: 1.1166, loss: 1.1166, grad_norm: 8.6220 2020-10-11 16:12:19,934 - mmaction - INFO - Epoch [29][1760/2640] lr: 1.000e-03, eta: 13:01:15, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2107, loss: 1.2107, grad_norm: 8.6485 2020-10-11 16:12:36,421 - mmaction - INFO - Epoch [29][1780/2640] lr: 1.000e-03, eta: 13:00:58, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8758, loss_cls: 1.2311, loss: 1.2311, grad_norm: 9.0436 2020-10-11 16:12:52,821 - mmaction - INFO - Epoch [29][1800/2640] lr: 1.000e-03, eta: 13:00:41, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8898, loss_cls: 1.1946, loss: 1.1946, grad_norm: 8.8944 2020-10-11 16:13:09,426 - mmaction - INFO - Epoch [29][1820/2640] lr: 1.000e-03, eta: 13:00:25, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8883, loss_cls: 1.1449, loss: 1.1449, grad_norm: 8.4731 2020-10-11 16:13:26,002 - mmaction - INFO - Epoch [29][1840/2640] lr: 1.000e-03, eta: 13:00:08, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8844, loss_cls: 1.2296, loss: 1.2296, grad_norm: 8.8409 2020-10-11 16:13:42,601 - mmaction - INFO - Epoch [29][1860/2640] lr: 1.000e-03, eta: 12:59:51, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8852, loss_cls: 1.2091, loss: 1.2091, grad_norm: 8.7722 2020-10-11 16:13:58,966 - mmaction - INFO - Epoch [29][1880/2640] lr: 1.000e-03, eta: 12:59:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8867, loss_cls: 1.1823, loss: 1.1823, grad_norm: 8.6706 2020-10-11 16:14:15,626 - mmaction - INFO - Epoch [29][1900/2640] lr: 1.000e-03, eta: 12:59:18, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8945, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.1752 2020-10-11 16:14:32,160 - mmaction - INFO - Epoch [29][1920/2640] lr: 1.000e-03, eta: 12:59:01, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.8270 2020-10-11 16:14:48,785 - mmaction - INFO - Epoch [29][1940/2640] lr: 1.000e-03, eta: 12:58:44, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8742, loss_cls: 1.2261, loss: 1.2261, grad_norm: 9.0090 2020-10-11 16:15:05,326 - mmaction - INFO - Epoch [29][1960/2640] lr: 1.000e-03, eta: 12:58:28, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8750, loss_cls: 1.2772, loss: 1.2772, grad_norm: 8.8963 2020-10-11 16:15:21,711 - mmaction - INFO - Epoch [29][1980/2640] lr: 1.000e-03, eta: 12:58:11, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8766, loss_cls: 1.2592, loss: 1.2592, grad_norm: 8.9119 2020-10-11 16:15:38,287 - mmaction - INFO - Epoch [29][2000/2640] lr: 1.000e-03, eta: 12:57:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8883, loss_cls: 1.1968, loss: 1.1968, grad_norm: 9.1124 2020-10-11 16:15:54,678 - mmaction - INFO - Epoch [29][2020/2640] lr: 1.000e-03, eta: 12:57:37, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8875, loss_cls: 1.2201, loss: 1.2201, grad_norm: 8.8600 2020-10-11 16:16:11,302 - mmaction - INFO - Epoch [29][2040/2640] lr: 1.000e-03, eta: 12:57:21, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8742, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.9093 2020-10-11 16:16:27,874 - mmaction - INFO - Epoch [29][2060/2640] lr: 1.000e-03, eta: 12:57:04, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8953, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.6171 2020-10-11 16:16:44,455 - mmaction - INFO - Epoch [29][2080/2640] lr: 1.000e-03, eta: 12:56:47, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8992, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.9601 2020-10-11 16:17:00,874 - mmaction - INFO - Epoch [29][2100/2640] lr: 1.000e-03, eta: 12:56:30, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2275, loss: 1.2275, grad_norm: 8.7743 2020-10-11 16:17:17,469 - mmaction - INFO - Epoch [29][2120/2640] lr: 1.000e-03, eta: 12:56:14, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8844, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.5184 2020-10-11 16:17:34,009 - mmaction - INFO - Epoch [29][2140/2640] lr: 1.000e-03, eta: 12:55:57, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8719, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.0137 2020-10-11 16:17:50,455 - mmaction - INFO - Epoch [29][2160/2640] lr: 1.000e-03, eta: 12:55:40, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6562, top5_acc: 0.8758, loss_cls: 1.2696, loss: 1.2696, grad_norm: 9.0610 2020-10-11 16:18:07,015 - mmaction - INFO - Epoch [29][2180/2640] lr: 1.000e-03, eta: 12:55:23, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.1752, loss: 1.1752, grad_norm: 8.7393 2020-10-11 16:18:23,596 - mmaction - INFO - Epoch [29][2200/2640] lr: 1.000e-03, eta: 12:55:07, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8953, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.1028 2020-10-11 16:18:40,246 - mmaction - INFO - Epoch [29][2220/2640] lr: 1.000e-03, eta: 12:54:50, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8891, loss_cls: 1.2152, loss: 1.2152, grad_norm: 8.7957 2020-10-11 16:18:56,763 - mmaction - INFO - Epoch [29][2240/2640] lr: 1.000e-03, eta: 12:54:33, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.1204 2020-10-11 16:19:13,358 - mmaction - INFO - Epoch [29][2260/2640] lr: 1.000e-03, eta: 12:54:17, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8758, loss_cls: 1.2492, loss: 1.2492, grad_norm: 8.8987 2020-10-11 16:19:29,764 - mmaction - INFO - Epoch [29][2280/2640] lr: 1.000e-03, eta: 12:54:00, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6586, top5_acc: 0.8742, loss_cls: 1.2877, loss: 1.2877, grad_norm: 8.7300 2020-10-11 16:19:46,412 - mmaction - INFO - Epoch [29][2300/2640] lr: 1.000e-03, eta: 12:53:43, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8844, loss_cls: 1.2157, loss: 1.2157, grad_norm: 9.0046 2020-10-11 16:20:02,962 - mmaction - INFO - Epoch [29][2320/2640] lr: 1.000e-03, eta: 12:53:26, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8773, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.6577 2020-10-11 16:20:19,339 - mmaction - INFO - Epoch [29][2340/2640] lr: 1.000e-03, eta: 12:53:10, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6570, top5_acc: 0.8758, loss_cls: 1.2955, loss: 1.2955, grad_norm: 8.9870 2020-10-11 16:20:35,907 - mmaction - INFO - Epoch [29][2360/2640] lr: 1.000e-03, eta: 12:52:53, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8758, loss_cls: 1.2603, loss: 1.2603, grad_norm: 9.1641 2020-10-11 16:20:52,287 - mmaction - INFO - Epoch [29][2380/2640] lr: 1.000e-03, eta: 12:52:36, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8938, loss_cls: 1.2003, loss: 1.2003, grad_norm: 8.9605 2020-10-11 16:21:08,876 - mmaction - INFO - Epoch [29][2400/2640] lr: 1.000e-03, eta: 12:52:19, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6898, top5_acc: 0.9000, loss_cls: 1.1501, loss: 1.1501, grad_norm: 8.7397 2020-10-11 16:21:25,456 - mmaction - INFO - Epoch [29][2420/2640] lr: 1.000e-03, eta: 12:52:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8789, loss_cls: 1.2134, loss: 1.2134, grad_norm: 9.1402 2020-10-11 16:21:42,061 - mmaction - INFO - Epoch [29][2440/2640] lr: 1.000e-03, eta: 12:51:46, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8750, loss_cls: 1.2695, loss: 1.2695, grad_norm: 9.0347 2020-10-11 16:21:58,447 - mmaction - INFO - Epoch [29][2460/2640] lr: 1.000e-03, eta: 12:51:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8906, loss_cls: 1.2123, loss: 1.2123, grad_norm: 8.9793 2020-10-11 16:22:15,044 - mmaction - INFO - Epoch [29][2480/2640] lr: 1.000e-03, eta: 12:51:13, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8844, loss_cls: 1.2301, loss: 1.2301, grad_norm: 8.9928 2020-10-11 16:22:31,622 - mmaction - INFO - Epoch [29][2500/2640] lr: 1.000e-03, eta: 12:50:56, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8859, loss_cls: 1.1979, loss: 1.1979, grad_norm: 9.2020 2020-10-11 16:22:48,402 - mmaction - INFO - Epoch [29][2520/2640] lr: 1.000e-03, eta: 12:50:39, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2756, loss: 1.2756, grad_norm: 9.2089 2020-10-11 16:23:04,774 - mmaction - INFO - Epoch [29][2540/2640] lr: 1.000e-03, eta: 12:50:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8906, loss_cls: 1.1598, loss: 1.1598, grad_norm: 8.7294 2020-10-11 16:23:21,205 - mmaction - INFO - Epoch [29][2560/2640] lr: 1.000e-03, eta: 12:50:06, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8703, loss_cls: 1.2378, loss: 1.2378, grad_norm: 8.7642 2020-10-11 16:23:37,796 - mmaction - INFO - Epoch [29][2580/2640] lr: 1.000e-03, eta: 12:49:49, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8750, loss_cls: 1.2652, loss: 1.2652, grad_norm: 8.9775 2020-10-11 16:23:54,124 - mmaction - INFO - Epoch [29][2600/2640] lr: 1.000e-03, eta: 12:49:32, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8727, loss_cls: 1.2562, loss: 1.2562, grad_norm: 9.0415 2020-10-11 16:24:10,550 - mmaction - INFO - Epoch [29][2620/2640] lr: 1.000e-03, eta: 12:49:15, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8883, loss_cls: 1.2310, loss: 1.2310, grad_norm: 8.8035 2020-10-11 16:24:26,662 - mmaction - INFO - Epoch [29][2640/2640] lr: 1.000e-03, eta: 12:48:58, time: 0.807, data_time: 0.005, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8847, loss_cls: 1.2214, loss: 1.2214, grad_norm: 8.9361 2020-10-11 16:24:26,950 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-10-11 16:24:57,154 - mmaction - INFO - Epoch [30][20/2640] lr: 1.000e-03, eta: 12:48:49, time: 1.372, data_time: 0.514, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8836, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.4130 2020-10-11 16:25:13,644 - mmaction - INFO - Epoch [30][40/2640] lr: 1.000e-03, eta: 12:48:33, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1494, loss: 1.1494, grad_norm: 8.7683 2020-10-11 16:25:30,221 - mmaction - INFO - Epoch [30][60/2640] lr: 1.000e-03, eta: 12:48:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8930, loss_cls: 1.1667, loss: 1.1667, grad_norm: 9.1511 2020-10-11 16:25:46,779 - mmaction - INFO - Epoch [30][80/2640] lr: 1.000e-03, eta: 12:47:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8969, loss_cls: 1.1708, loss: 1.1708, grad_norm: 8.7772 2020-10-11 16:26:03,197 - mmaction - INFO - Epoch [30][100/2640] lr: 1.000e-03, eta: 12:47:42, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.1814, loss: 1.1814, grad_norm: 8.5624 2020-10-11 16:26:19,574 - mmaction - INFO - Epoch [30][120/2640] lr: 1.000e-03, eta: 12:47:26, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9055, loss_cls: 1.1141, loss: 1.1141, grad_norm: 8.5089 2020-10-11 16:26:36,182 - mmaction - INFO - Epoch [30][140/2640] lr: 1.000e-03, eta: 12:47:09, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1182, loss: 1.1182, grad_norm: 8.5632 2020-10-11 16:26:52,530 - mmaction - INFO - Epoch [30][160/2640] lr: 1.000e-03, eta: 12:46:52, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.9117, loss_cls: 1.1135, loss: 1.1135, grad_norm: 9.0810 2020-10-11 16:27:09,161 - mmaction - INFO - Epoch [30][180/2640] lr: 1.000e-03, eta: 12:46:35, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8828, loss_cls: 1.1710, loss: 1.1710, grad_norm: 8.9063 2020-10-11 16:27:25,723 - mmaction - INFO - Epoch [30][200/2640] lr: 1.000e-03, eta: 12:46:19, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8797, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.9950 2020-10-11 16:27:42,313 - mmaction - INFO - Epoch [30][220/2640] lr: 1.000e-03, eta: 12:46:02, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1299, loss: 1.1299, grad_norm: 8.5253 2020-10-11 16:27:58,671 - mmaction - INFO - Epoch [30][240/2640] lr: 1.000e-03, eta: 12:45:45, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8844, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.4016 2020-10-11 16:28:15,068 - mmaction - INFO - Epoch [30][260/2640] lr: 1.000e-03, eta: 12:45:28, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.1725, loss: 1.1725, grad_norm: 9.1785 2020-10-11 16:28:31,512 - mmaction - INFO - Epoch [30][280/2640] lr: 1.000e-03, eta: 12:45:12, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.1627, loss: 1.1627, grad_norm: 8.8750 2020-10-11 16:28:48,074 - mmaction - INFO - Epoch [30][300/2640] lr: 1.000e-03, eta: 12:44:55, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8781, loss_cls: 1.2460, loss: 1.2460, grad_norm: 9.1763 2020-10-11 16:29:04,643 - mmaction - INFO - Epoch [30][320/2640] lr: 1.000e-03, eta: 12:44:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8867, loss_cls: 1.1804, loss: 1.1804, grad_norm: 8.7973 2020-10-11 16:29:21,302 - mmaction - INFO - Epoch [30][340/2640] lr: 1.000e-03, eta: 12:44:21, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1240, loss: 1.1240, grad_norm: 8.7971 2020-10-11 16:29:37,883 - mmaction - INFO - Epoch [30][360/2640] lr: 1.000e-03, eta: 12:44:05, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8820, loss_cls: 1.2548, loss: 1.2548, grad_norm: 9.2930 2020-10-11 16:29:54,402 - mmaction - INFO - Epoch [30][380/2640] lr: 1.000e-03, eta: 12:43:48, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8820, loss_cls: 1.1775, loss: 1.1775, grad_norm: 8.8332 2020-10-11 16:30:10,831 - mmaction - INFO - Epoch [30][400/2640] lr: 1.000e-03, eta: 12:43:31, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8961, loss_cls: 1.1854, loss: 1.1854, grad_norm: 8.9657 2020-10-11 16:30:27,409 - mmaction - INFO - Epoch [30][420/2640] lr: 1.000e-03, eta: 12:43:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9000, loss_cls: 1.1272, loss: 1.1272, grad_norm: 8.8124 2020-10-11 16:30:44,010 - mmaction - INFO - Epoch [30][440/2640] lr: 1.000e-03, eta: 12:42:58, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8875, loss_cls: 1.2486, loss: 1.2486, grad_norm: 9.4245 2020-10-11 16:31:00,555 - mmaction - INFO - Epoch [30][460/2640] lr: 1.000e-03, eta: 12:42:41, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.1925, loss: 1.1925, grad_norm: 8.7222 2020-10-11 16:31:17,176 - mmaction - INFO - Epoch [30][480/2640] lr: 1.000e-03, eta: 12:42:24, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8930, loss_cls: 1.1975, loss: 1.1975, grad_norm: 8.9568 2020-10-11 16:31:33,762 - mmaction - INFO - Epoch [30][500/2640] lr: 1.000e-03, eta: 12:42:08, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.9023, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.0040 2020-10-11 16:31:50,308 - mmaction - INFO - Epoch [30][520/2640] lr: 1.000e-03, eta: 12:41:51, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8844, loss_cls: 1.2171, loss: 1.2171, grad_norm: 8.9905 2020-10-11 16:32:06,991 - mmaction - INFO - Epoch [30][540/2640] lr: 1.000e-03, eta: 12:41:34, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8844, loss_cls: 1.2048, loss: 1.2048, grad_norm: 8.8502 2020-10-11 16:32:23,527 - mmaction - INFO - Epoch [30][560/2640] lr: 1.000e-03, eta: 12:41:18, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8930, loss_cls: 1.1734, loss: 1.1734, grad_norm: 8.9958 2020-10-11 16:32:40,102 - mmaction - INFO - Epoch [30][580/2640] lr: 1.000e-03, eta: 12:41:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1895, loss: 1.1895, grad_norm: 9.0508 2020-10-11 16:32:56,473 - mmaction - INFO - Epoch [30][600/2640] lr: 1.000e-03, eta: 12:40:44, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8844, loss_cls: 1.1959, loss: 1.1959, grad_norm: 8.6230 2020-10-11 16:33:13,066 - mmaction - INFO - Epoch [30][620/2640] lr: 1.000e-03, eta: 12:40:28, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8836, loss_cls: 1.1969, loss: 1.1969, grad_norm: 9.1180 2020-10-11 16:33:29,445 - mmaction - INFO - Epoch [30][640/2640] lr: 1.000e-03, eta: 12:40:11, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9039, loss_cls: 1.1314, loss: 1.1314, grad_norm: 8.8555 2020-10-11 16:33:46,077 - mmaction - INFO - Epoch [30][660/2640] lr: 1.000e-03, eta: 12:39:54, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8852, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.1399 2020-10-11 16:34:02,424 - mmaction - INFO - Epoch [30][680/2640] lr: 1.000e-03, eta: 12:39:37, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1185, loss: 1.1185, grad_norm: 8.7003 2020-10-11 16:34:19,069 - mmaction - INFO - Epoch [30][700/2640] lr: 1.000e-03, eta: 12:39:20, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8867, loss_cls: 1.1684, loss: 1.1684, grad_norm: 8.8978 2020-10-11 16:34:35,627 - mmaction - INFO - Epoch [30][720/2640] lr: 1.000e-03, eta: 12:39:04, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6992, top5_acc: 0.9031, loss_cls: 1.1002, loss: 1.1002, grad_norm: 9.0904 2020-10-11 16:34:52,010 - mmaction - INFO - Epoch [30][740/2640] lr: 1.000e-03, eta: 12:38:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8883, loss_cls: 1.2018, loss: 1.2018, grad_norm: 9.2602 2020-10-11 16:35:08,597 - mmaction - INFO - Epoch [30][760/2640] lr: 1.000e-03, eta: 12:38:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8828, loss_cls: 1.1967, loss: 1.1967, grad_norm: 8.9461 2020-10-11 16:35:24,980 - mmaction - INFO - Epoch [30][780/2640] lr: 1.000e-03, eta: 12:38:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8742, loss_cls: 1.2496, loss: 1.2496, grad_norm: 9.2612 2020-10-11 16:35:41,553 - mmaction - INFO - Epoch [30][800/2640] lr: 1.000e-03, eta: 12:37:57, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8898, loss_cls: 1.1639, loss: 1.1639, grad_norm: 8.8844 2020-10-11 16:35:57,967 - mmaction - INFO - Epoch [30][820/2640] lr: 1.000e-03, eta: 12:37:40, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8852, loss_cls: 1.2136, loss: 1.2136, grad_norm: 9.2280 2020-10-11 16:36:14,542 - mmaction - INFO - Epoch [30][840/2640] lr: 1.000e-03, eta: 12:37:23, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8891, loss_cls: 1.1668, loss: 1.1668, grad_norm: 8.7900 2020-10-11 16:36:31,124 - mmaction - INFO - Epoch [30][860/2640] lr: 1.000e-03, eta: 12:37:07, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8805, loss_cls: 1.2644, loss: 1.2644, grad_norm: 9.3468 2020-10-11 16:36:47,741 - mmaction - INFO - Epoch [30][880/2640] lr: 1.000e-03, eta: 12:36:50, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9008, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.0230 2020-10-11 16:37:04,331 - mmaction - INFO - Epoch [30][900/2640] lr: 1.000e-03, eta: 12:36:33, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8867, loss_cls: 1.1841, loss: 1.1841, grad_norm: 8.8077 2020-10-11 16:37:20,905 - mmaction - INFO - Epoch [30][920/2640] lr: 1.000e-03, eta: 12:36:16, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.7146 2020-10-11 16:37:37,266 - mmaction - INFO - Epoch [30][940/2640] lr: 1.000e-03, eta: 12:36:00, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8867, loss_cls: 1.1782, loss: 1.1782, grad_norm: 8.9942 2020-10-11 16:37:53,656 - mmaction - INFO - Epoch [30][960/2640] lr: 1.000e-03, eta: 12:35:43, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8914, loss_cls: 1.1747, loss: 1.1747, grad_norm: 9.1262 2020-10-11 16:38:10,337 - mmaction - INFO - Epoch [30][980/2640] lr: 1.000e-03, eta: 12:35:26, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8945, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.0770 2020-10-11 16:38:26,835 - mmaction - INFO - Epoch [30][1000/2640] lr: 1.000e-03, eta: 12:35:09, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8836, loss_cls: 1.2200, loss: 1.2200, grad_norm: 9.2117 2020-10-11 16:38:43,415 - mmaction - INFO - Epoch [30][1020/2640] lr: 1.000e-03, eta: 12:34:53, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8797, loss_cls: 1.2520, loss: 1.2520, grad_norm: 9.4721 2020-10-11 16:38:59,802 - mmaction - INFO - Epoch [30][1040/2640] lr: 1.000e-03, eta: 12:34:36, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8914, loss_cls: 1.1503, loss: 1.1503, grad_norm: 8.6048 2020-10-11 16:39:16,398 - mmaction - INFO - Epoch [30][1060/2640] lr: 1.000e-03, eta: 12:34:19, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9000, loss_cls: 1.1026, loss: 1.1026, grad_norm: 9.0528 2020-10-11 16:39:32,768 - mmaction - INFO - Epoch [30][1080/2640] lr: 1.000e-03, eta: 12:34:02, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6609, top5_acc: 0.8680, loss_cls: 1.2676, loss: 1.2676, grad_norm: 9.6478 2020-10-11 16:39:49,211 - mmaction - INFO - Epoch [30][1100/2640] lr: 1.000e-03, eta: 12:33:46, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9078, loss_cls: 1.1132, loss: 1.1132, grad_norm: 8.9598 2020-10-11 16:40:05,738 - mmaction - INFO - Epoch [30][1120/2640] lr: 1.000e-03, eta: 12:33:29, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8852, loss_cls: 1.1838, loss: 1.1838, grad_norm: 8.8188 2020-10-11 16:40:22,157 - mmaction - INFO - Epoch [30][1140/2640] lr: 1.000e-03, eta: 12:33:12, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8883, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.2328 2020-10-11 16:40:38,758 - mmaction - INFO - Epoch [30][1160/2640] lr: 1.000e-03, eta: 12:32:55, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8938, loss_cls: 1.1560, loss: 1.1560, grad_norm: 8.4418 2020-10-11 16:40:55,135 - mmaction - INFO - Epoch [30][1180/2640] lr: 1.000e-03, eta: 12:32:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8922, loss_cls: 1.1450, loss: 1.1450, grad_norm: 8.8798 2020-10-11 16:41:11,749 - mmaction - INFO - Epoch [30][1200/2640] lr: 1.000e-03, eta: 12:32:22, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8773, loss_cls: 1.2605, loss: 1.2605, grad_norm: 9.2781 2020-10-11 16:41:28,308 - mmaction - INFO - Epoch [30][1220/2640] lr: 1.000e-03, eta: 12:32:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.0875 2020-10-11 16:41:45,082 - mmaction - INFO - Epoch [30][1240/2640] lr: 1.000e-03, eta: 12:31:49, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8961, loss_cls: 1.1749, loss: 1.1749, grad_norm: 8.7735 2020-10-11 16:42:01,477 - mmaction - INFO - Epoch [30][1260/2640] lr: 1.000e-03, eta: 12:31:32, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8781, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.0507 2020-10-11 16:42:18,105 - mmaction - INFO - Epoch [30][1280/2640] lr: 1.000e-03, eta: 12:31:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8961, loss_cls: 1.2103, loss: 1.2103, grad_norm: 9.1051 2020-10-11 16:42:34,673 - mmaction - INFO - Epoch [30][1300/2640] lr: 1.000e-03, eta: 12:30:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8883, loss_cls: 1.2499, loss: 1.2499, grad_norm: 9.5818 2020-10-11 16:42:51,052 - mmaction - INFO - Epoch [30][1320/2640] lr: 1.000e-03, eta: 12:30:42, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6617, top5_acc: 0.8812, loss_cls: 1.2682, loss: 1.2682, grad_norm: 9.3936 2020-10-11 16:43:07,516 - mmaction - INFO - Epoch [30][1340/2640] lr: 1.000e-03, eta: 12:30:25, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8867, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.1081 2020-10-11 16:43:24,012 - mmaction - INFO - Epoch [30][1360/2640] lr: 1.000e-03, eta: 12:30:08, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8930, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.0192 2020-10-11 16:43:40,419 - mmaction - INFO - Epoch [30][1380/2640] lr: 1.000e-03, eta: 12:29:51, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8859, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.0061 2020-10-11 16:43:56,958 - mmaction - INFO - Epoch [30][1400/2640] lr: 1.000e-03, eta: 12:29:35, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8836, loss_cls: 1.2394, loss: 1.2394, grad_norm: 9.3150 2020-10-11 16:44:13,417 - mmaction - INFO - Epoch [30][1420/2640] lr: 1.000e-03, eta: 12:29:18, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.1582, loss: 1.1582, grad_norm: 8.9125 2020-10-11 16:44:29,942 - mmaction - INFO - Epoch [30][1440/2640] lr: 1.000e-03, eta: 12:29:01, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8867, loss_cls: 1.1761, loss: 1.1761, grad_norm: 8.9336 2020-10-11 16:44:46,621 - mmaction - INFO - Epoch [30][1460/2640] lr: 1.000e-03, eta: 12:28:44, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8758, loss_cls: 1.2352, loss: 1.2352, grad_norm: 9.3150 2020-10-11 16:45:03,181 - mmaction - INFO - Epoch [30][1480/2640] lr: 1.000e-03, eta: 12:28:28, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8898, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.2876 2020-10-11 16:45:19,524 - mmaction - INFO - Epoch [30][1500/2640] lr: 1.000e-03, eta: 12:28:11, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.1834, loss: 1.1834, grad_norm: 9.1205 2020-10-11 16:45:36,180 - mmaction - INFO - Epoch [30][1520/2640] lr: 1.000e-03, eta: 12:27:54, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8992, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.0966 2020-10-11 16:45:52,719 - mmaction - INFO - Epoch [30][1540/2640] lr: 1.000e-03, eta: 12:27:38, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6648, top5_acc: 0.8766, loss_cls: 1.2554, loss: 1.2554, grad_norm: 9.5192 2020-10-11 16:46:09,104 - mmaction - INFO - Epoch [30][1560/2640] lr: 1.000e-03, eta: 12:27:21, time: 0.818, data_time: 0.001, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8906, loss_cls: 1.1838, loss: 1.1838, grad_norm: 9.1755 2020-10-11 16:46:25,663 - mmaction - INFO - Epoch [30][1580/2640] lr: 1.000e-03, eta: 12:27:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8945, loss_cls: 1.1691, loss: 1.1691, grad_norm: 8.9419 2020-10-11 16:46:42,047 - mmaction - INFO - Epoch [30][1600/2640] lr: 1.000e-03, eta: 12:26:47, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2302, loss: 1.2302, grad_norm: 9.1855 2020-10-11 16:46:58,476 - mmaction - INFO - Epoch [30][1620/2640] lr: 1.000e-03, eta: 12:26:30, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8859, loss_cls: 1.2103, loss: 1.2103, grad_norm: 8.8018 2020-10-11 16:47:15,048 - mmaction - INFO - Epoch [30][1640/2640] lr: 1.000e-03, eta: 12:26:14, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8828, loss_cls: 1.2249, loss: 1.2249, grad_norm: 9.0916 2020-10-11 16:47:31,625 - mmaction - INFO - Epoch [30][1660/2640] lr: 1.000e-03, eta: 12:25:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.1632, loss: 1.1632, grad_norm: 8.8876 2020-10-11 16:47:48,085 - mmaction - INFO - Epoch [30][1680/2640] lr: 1.000e-03, eta: 12:25:40, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.2415, loss: 1.2415, grad_norm: 9.3671 2020-10-11 16:48:04,591 - mmaction - INFO - Epoch [30][1700/2640] lr: 1.000e-03, eta: 12:25:24, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6945, top5_acc: 0.9023, loss_cls: 1.1215, loss: 1.1215, grad_norm: 8.9460 2020-10-11 16:48:21,025 - mmaction - INFO - Epoch [30][1720/2640] lr: 1.000e-03, eta: 12:25:07, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.9031, loss_cls: 1.1760, loss: 1.1760, grad_norm: 9.0290 2020-10-11 16:48:37,772 - mmaction - INFO - Epoch [30][1740/2640] lr: 1.000e-03, eta: 12:24:50, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1607, loss: 1.1607, grad_norm: 9.1557 2020-10-11 16:48:54,161 - mmaction - INFO - Epoch [30][1760/2640] lr: 1.000e-03, eta: 12:24:33, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8914, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.9556 2020-10-11 16:49:10,778 - mmaction - INFO - Epoch [30][1780/2640] lr: 1.000e-03, eta: 12:24:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8930, loss_cls: 1.1603, loss: 1.1603, grad_norm: 9.0879 2020-10-11 16:49:27,190 - mmaction - INFO - Epoch [30][1800/2640] lr: 1.000e-03, eta: 12:24:00, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8852, loss_cls: 1.1697, loss: 1.1697, grad_norm: 8.6551 2020-10-11 16:49:43,715 - mmaction - INFO - Epoch [30][1820/2640] lr: 1.000e-03, eta: 12:23:43, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8812, loss_cls: 1.2210, loss: 1.2210, grad_norm: 9.1626 2020-10-11 16:50:00,098 - mmaction - INFO - Epoch [30][1840/2640] lr: 1.000e-03, eta: 12:23:26, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.1835, loss: 1.1835, grad_norm: 9.1780 2020-10-11 16:50:16,698 - mmaction - INFO - Epoch [30][1860/2640] lr: 1.000e-03, eta: 12:23:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8805, loss_cls: 1.2612, loss: 1.2612, grad_norm: 9.4444 2020-10-11 16:50:33,347 - mmaction - INFO - Epoch [30][1880/2640] lr: 1.000e-03, eta: 12:22:53, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8812, loss_cls: 1.1807, loss: 1.1807, grad_norm: 8.8929 2020-10-11 16:50:49,862 - mmaction - INFO - Epoch [30][1900/2640] lr: 1.000e-03, eta: 12:22:36, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8953, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.6632 2020-10-11 16:51:06,341 - mmaction - INFO - Epoch [30][1920/2640] lr: 1.000e-03, eta: 12:22:19, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1683, loss: 1.1683, grad_norm: 9.0792 2020-10-11 16:51:22,834 - mmaction - INFO - Epoch [30][1940/2640] lr: 1.000e-03, eta: 12:22:03, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8680, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.2989 2020-10-11 16:51:39,653 - mmaction - INFO - Epoch [30][1960/2640] lr: 1.000e-03, eta: 12:21:46, time: 0.841, data_time: 0.004, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8797, loss_cls: 1.2578, loss: 1.2578, grad_norm: 9.1179 2020-10-11 16:51:56,030 - mmaction - INFO - Epoch [30][1980/2640] lr: 1.000e-03, eta: 12:21:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8805, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.7777 2020-10-11 16:52:12,674 - mmaction - INFO - Epoch [30][2000/2640] lr: 1.000e-03, eta: 12:21:13, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8820, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.6605 2020-10-11 16:52:29,238 - mmaction - INFO - Epoch [30][2020/2640] lr: 1.000e-03, eta: 12:20:56, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8898, loss_cls: 1.1781, loss: 1.1781, grad_norm: 9.5787 2020-10-11 16:52:45,638 - mmaction - INFO - Epoch [30][2040/2640] lr: 1.000e-03, eta: 12:20:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.1745, loss: 1.1745, grad_norm: 9.4455 2020-10-11 16:53:02,217 - mmaction - INFO - Epoch [30][2060/2640] lr: 1.000e-03, eta: 12:20:23, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6594, top5_acc: 0.8680, loss_cls: 1.2999, loss: 1.2999, grad_norm: 9.4077 2020-10-11 16:53:18,806 - mmaction - INFO - Epoch [30][2080/2640] lr: 1.000e-03, eta: 12:20:06, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8938, loss_cls: 1.1668, loss: 1.1668, grad_norm: 8.8286 2020-10-11 16:53:35,351 - mmaction - INFO - Epoch [30][2100/2640] lr: 1.000e-03, eta: 12:19:49, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8797, loss_cls: 1.2227, loss: 1.2227, grad_norm: 9.0782 2020-10-11 16:53:51,735 - mmaction - INFO - Epoch [30][2120/2640] lr: 1.000e-03, eta: 12:19:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8969, loss_cls: 1.1420, loss: 1.1420, grad_norm: 9.0912 2020-10-11 16:54:08,169 - mmaction - INFO - Epoch [30][2140/2640] lr: 1.000e-03, eta: 12:19:16, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8930, loss_cls: 1.2092, loss: 1.2092, grad_norm: 9.1268 2020-10-11 16:54:24,749 - mmaction - INFO - Epoch [30][2160/2640] lr: 1.000e-03, eta: 12:18:59, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8820, loss_cls: 1.2239, loss: 1.2239, grad_norm: 9.2639 2020-10-11 16:54:41,330 - mmaction - INFO - Epoch [30][2180/2640] lr: 1.000e-03, eta: 12:18:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.9047, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.1561 2020-10-11 16:54:57,699 - mmaction - INFO - Epoch [30][2200/2640] lr: 1.000e-03, eta: 12:18:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6992, top5_acc: 0.9016, loss_cls: 1.1080, loss: 1.1080, grad_norm: 8.9138 2020-10-11 16:55:14,316 - mmaction - INFO - Epoch [30][2220/2640] lr: 1.000e-03, eta: 12:18:09, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8766, loss_cls: 1.2288, loss: 1.2288, grad_norm: 9.2548 2020-10-11 16:55:30,861 - mmaction - INFO - Epoch [30][2240/2640] lr: 1.000e-03, eta: 12:17:52, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8820, loss_cls: 1.2133, loss: 1.2133, grad_norm: 9.0771 2020-10-11 16:55:47,278 - mmaction - INFO - Epoch [30][2260/2640] lr: 1.000e-03, eta: 12:17:35, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8828, loss_cls: 1.1750, loss: 1.1750, grad_norm: 8.7872 2020-10-11 16:56:03,859 - mmaction - INFO - Epoch [30][2280/2640] lr: 1.000e-03, eta: 12:17:19, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1806, loss: 1.1806, grad_norm: 9.0093 2020-10-11 16:56:20,454 - mmaction - INFO - Epoch [30][2300/2640] lr: 1.000e-03, eta: 12:17:02, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8828, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.1359 2020-10-11 16:56:37,015 - mmaction - INFO - Epoch [30][2320/2640] lr: 1.000e-03, eta: 12:16:45, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8844, loss_cls: 1.1983, loss: 1.1983, grad_norm: 9.5829 2020-10-11 16:56:53,425 - mmaction - INFO - Epoch [30][2340/2640] lr: 1.000e-03, eta: 12:16:28, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8883, loss_cls: 1.1527, loss: 1.1527, grad_norm: 8.8804 2020-10-11 16:57:10,045 - mmaction - INFO - Epoch [30][2360/2640] lr: 1.000e-03, eta: 12:16:12, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8945, loss_cls: 1.1775, loss: 1.1775, grad_norm: 9.0101 2020-10-11 16:57:26,618 - mmaction - INFO - Epoch [30][2380/2640] lr: 1.000e-03, eta: 12:15:55, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8844, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.2461 2020-10-11 16:57:43,179 - mmaction - INFO - Epoch [30][2400/2640] lr: 1.000e-03, eta: 12:15:38, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6656, top5_acc: 0.8742, loss_cls: 1.2607, loss: 1.2607, grad_norm: 9.2150 2020-10-11 16:57:59,575 - mmaction - INFO - Epoch [30][2420/2640] lr: 1.000e-03, eta: 12:15:21, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1763, loss: 1.1763, grad_norm: 9.2067 2020-10-11 16:58:16,182 - mmaction - INFO - Epoch [30][2440/2640] lr: 1.000e-03, eta: 12:15:05, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8992, loss_cls: 1.1118, loss: 1.1118, grad_norm: 8.9847 2020-10-11 16:58:32,613 - mmaction - INFO - Epoch [30][2460/2640] lr: 1.000e-03, eta: 12:14:48, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2575, loss: 1.2575, grad_norm: 9.3660 2020-10-11 16:58:49,183 - mmaction - INFO - Epoch [30][2480/2640] lr: 1.000e-03, eta: 12:14:31, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1428, loss: 1.1428, grad_norm: 8.9887 2020-10-11 16:59:05,726 - mmaction - INFO - Epoch [30][2500/2640] lr: 1.000e-03, eta: 12:14:15, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.1744, loss: 1.1744, grad_norm: 9.1528 2020-10-11 16:59:22,376 - mmaction - INFO - Epoch [30][2520/2640] lr: 1.000e-03, eta: 12:13:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8797, loss_cls: 1.2020, loss: 1.2020, grad_norm: 9.2462 2020-10-11 16:59:38,901 - mmaction - INFO - Epoch [30][2540/2640] lr: 1.000e-03, eta: 12:13:41, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8992, loss_cls: 1.1258, loss: 1.1258, grad_norm: 9.3199 2020-10-11 16:59:55,302 - mmaction - INFO - Epoch [30][2560/2640] lr: 1.000e-03, eta: 12:13:24, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9016, loss_cls: 1.1080, loss: 1.1080, grad_norm: 8.8029 2020-10-11 17:00:13,430 - mmaction - INFO - Epoch [30][2580/2640] lr: 1.000e-03, eta: 12:13:09, time: 0.900, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8906, loss_cls: 1.1954, loss: 1.1954, grad_norm: 9.5019 2020-10-11 17:00:30,129 - mmaction - INFO - Epoch [30][2600/2640] lr: 1.000e-03, eta: 12:12:52, time: 0.840, data_time: 0.015, memory: 9800, top1_acc: 0.6484, top5_acc: 0.8719, loss_cls: 1.2985, loss: 1.2985, grad_norm: 9.9086 2020-10-11 17:00:46,719 - mmaction - INFO - Epoch [30][2620/2640] lr: 1.000e-03, eta: 12:12:35, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8891, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.2793 2020-10-11 17:01:02,644 - mmaction - INFO - Epoch [30][2640/2640] lr: 1.000e-03, eta: 12:12:18, time: 0.797, data_time: 0.004, memory: 9800, top1_acc: 0.6661, top5_acc: 0.8798, loss_cls: 1.2499, loss: 1.2499, grad_norm: 9.6859 2020-10-11 17:01:03,084 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-11 17:01:33,742 - mmaction - INFO - Epoch [31][20/2640] lr: 1.000e-03, eta: 12:12:10, time: 1.446, data_time: 0.607, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8953, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.4624 2020-10-11 17:01:50,158 - mmaction - INFO - Epoch [31][40/2640] lr: 1.000e-03, eta: 12:11:53, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8969, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.0039 2020-10-11 17:02:06,569 - mmaction - INFO - Epoch [31][60/2640] lr: 1.000e-03, eta: 12:11:36, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1841, loss: 1.1841, grad_norm: 9.4312 2020-10-11 17:02:22,948 - mmaction - INFO - Epoch [31][80/2640] lr: 1.000e-03, eta: 12:11:19, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2164, loss: 1.2164, grad_norm: 9.3825 2020-10-11 17:02:39,365 - mmaction - INFO - Epoch [31][100/2640] lr: 1.000e-03, eta: 12:11:03, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.1955, loss: 1.1955, grad_norm: 9.1734 2020-10-11 17:02:55,751 - mmaction - INFO - Epoch [31][120/2640] lr: 1.000e-03, eta: 12:10:46, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1466, loss: 1.1466, grad_norm: 9.2886 2020-10-11 17:03:12,372 - mmaction - INFO - Epoch [31][140/2640] lr: 1.000e-03, eta: 12:10:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1572, loss: 1.1572, grad_norm: 8.9546 2020-10-11 17:03:28,905 - mmaction - INFO - Epoch [31][160/2640] lr: 1.000e-03, eta: 12:10:12, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8891, loss_cls: 1.1962, loss: 1.1962, grad_norm: 9.3104 2020-10-11 17:03:45,509 - mmaction - INFO - Epoch [31][180/2640] lr: 1.000e-03, eta: 12:09:56, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6547, top5_acc: 0.8711, loss_cls: 1.2810, loss: 1.2810, grad_norm: 9.8747 2020-10-11 17:04:01,893 - mmaction - INFO - Epoch [31][200/2640] lr: 1.000e-03, eta: 12:09:39, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8984, loss_cls: 1.1532, loss: 1.1532, grad_norm: 9.1285 2020-10-11 17:04:18,510 - mmaction - INFO - Epoch [31][220/2640] lr: 1.000e-03, eta: 12:09:22, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8930, loss_cls: 1.1791, loss: 1.1791, grad_norm: 9.2246 2020-10-11 17:04:35,076 - mmaction - INFO - Epoch [31][240/2640] lr: 1.000e-03, eta: 12:09:06, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.1644, loss: 1.1644, grad_norm: 8.9773 2020-10-11 17:04:51,611 - mmaction - INFO - Epoch [31][260/2640] lr: 1.000e-03, eta: 12:08:49, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.9070, loss_cls: 1.1050, loss: 1.1050, grad_norm: 8.7140 2020-10-11 17:05:07,998 - mmaction - INFO - Epoch [31][280/2640] lr: 1.000e-03, eta: 12:08:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8992, loss_cls: 1.1103, loss: 1.1103, grad_norm: 9.2235 2020-10-11 17:05:24,389 - mmaction - INFO - Epoch [31][300/2640] lr: 1.000e-03, eta: 12:08:15, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.1745, loss: 1.1745, grad_norm: 9.2527 2020-10-11 17:05:40,882 - mmaction - INFO - Epoch [31][320/2640] lr: 1.000e-03, eta: 12:07:59, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.3171 2020-10-11 17:05:57,418 - mmaction - INFO - Epoch [31][340/2640] lr: 1.000e-03, eta: 12:07:42, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8945, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.1625 2020-10-11 17:06:14,020 - mmaction - INFO - Epoch [31][360/2640] lr: 1.000e-03, eta: 12:07:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8844, loss_cls: 1.2000, loss: 1.2000, grad_norm: 9.1521 2020-10-11 17:06:30,601 - mmaction - INFO - Epoch [31][380/2640] lr: 1.000e-03, eta: 12:07:08, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8891, loss_cls: 1.1570, loss: 1.1570, grad_norm: 9.3056 2020-10-11 17:06:47,202 - mmaction - INFO - Epoch [31][400/2640] lr: 1.000e-03, eta: 12:06:52, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9016, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.1172 2020-10-11 17:07:03,734 - mmaction - INFO - Epoch [31][420/2640] lr: 1.000e-03, eta: 12:06:35, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8789, loss_cls: 1.2268, loss: 1.2268, grad_norm: 9.5843 2020-10-11 17:07:20,321 - mmaction - INFO - Epoch [31][440/2640] lr: 1.000e-03, eta: 12:06:18, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6945, top5_acc: 0.9086, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.0540 2020-10-11 17:07:36,713 - mmaction - INFO - Epoch [31][460/2640] lr: 1.000e-03, eta: 12:06:02, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1578, loss: 1.1578, grad_norm: 9.0505 2020-10-11 17:07:53,107 - mmaction - INFO - Epoch [31][480/2640] lr: 1.000e-03, eta: 12:05:45, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9031, loss_cls: 1.0830, loss: 1.0830, grad_norm: 8.9300 2020-10-11 17:08:09,469 - mmaction - INFO - Epoch [31][500/2640] lr: 1.000e-03, eta: 12:05:28, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8961, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.1094 2020-10-11 17:08:25,912 - mmaction - INFO - Epoch [31][520/2640] lr: 1.000e-03, eta: 12:05:11, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8930, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.5869 2020-10-11 17:08:42,433 - mmaction - INFO - Epoch [31][540/2640] lr: 1.000e-03, eta: 12:04:54, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8922, loss_cls: 1.1242, loss: 1.1242, grad_norm: 9.1125 2020-10-11 17:08:58,853 - mmaction - INFO - Epoch [31][560/2640] lr: 1.000e-03, eta: 12:04:38, time: 0.820, data_time: 0.001, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9039, loss_cls: 1.0864, loss: 1.0864, grad_norm: 9.0378 2020-10-11 17:09:15,245 - mmaction - INFO - Epoch [31][580/2640] lr: 1.000e-03, eta: 12:04:21, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.1284, loss: 1.1284, grad_norm: 9.2388 2020-10-11 17:09:32,088 - mmaction - INFO - Epoch [31][600/2640] lr: 1.000e-03, eta: 12:04:04, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9016, loss_cls: 1.0967, loss: 1.0967, grad_norm: 8.7846 2020-10-11 17:09:48,629 - mmaction - INFO - Epoch [31][620/2640] lr: 1.000e-03, eta: 12:03:48, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1399, loss: 1.1399, grad_norm: 9.1292 2020-10-11 17:10:05,203 - mmaction - INFO - Epoch [31][640/2640] lr: 1.000e-03, eta: 12:03:31, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9070, loss_cls: 1.1138, loss: 1.1138, grad_norm: 9.1078 2020-10-11 17:10:21,556 - mmaction - INFO - Epoch [31][660/2640] lr: 1.000e-03, eta: 12:03:14, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8758, loss_cls: 1.2058, loss: 1.2058, grad_norm: 9.7876 2020-10-11 17:10:37,986 - mmaction - INFO - Epoch [31][680/2640] lr: 1.000e-03, eta: 12:02:57, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.1747, loss: 1.1747, grad_norm: 9.6961 2020-10-11 17:10:54,412 - mmaction - INFO - Epoch [31][700/2640] lr: 1.000e-03, eta: 12:02:40, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9070, loss_cls: 1.0764, loss: 1.0764, grad_norm: 8.8163 2020-10-11 17:11:11,044 - mmaction - INFO - Epoch [31][720/2640] lr: 1.000e-03, eta: 12:02:24, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.2298 2020-10-11 17:11:27,542 - mmaction - INFO - Epoch [31][740/2640] lr: 1.000e-03, eta: 12:02:07, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.2730 2020-10-11 17:11:44,210 - mmaction - INFO - Epoch [31][760/2640] lr: 1.000e-03, eta: 12:01:50, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.4091 2020-10-11 17:12:00,704 - mmaction - INFO - Epoch [31][780/2640] lr: 1.000e-03, eta: 12:01:34, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8828, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.3210 2020-10-11 17:12:17,150 - mmaction - INFO - Epoch [31][800/2640] lr: 1.000e-03, eta: 12:01:17, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8711, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.9945 2020-10-11 17:12:33,730 - mmaction - INFO - Epoch [31][820/2640] lr: 1.000e-03, eta: 12:01:00, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8922, loss_cls: 1.1348, loss: 1.1348, grad_norm: 9.2989 2020-10-11 17:12:50,403 - mmaction - INFO - Epoch [31][840/2640] lr: 1.000e-03, eta: 12:00:44, time: 0.834, data_time: 0.003, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8758, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.7652 2020-10-11 17:13:06,889 - mmaction - INFO - Epoch [31][860/2640] lr: 1.000e-03, eta: 12:00:27, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8969, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.6685 2020-10-11 17:13:23,221 - mmaction - INFO - Epoch [31][880/2640] lr: 1.000e-03, eta: 12:00:10, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8914, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.3389 2020-10-11 17:13:40,041 - mmaction - INFO - Epoch [31][900/2640] lr: 1.000e-03, eta: 11:59:53, time: 0.841, data_time: 0.004, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.1721, loss: 1.1721, grad_norm: 9.3937 2020-10-11 17:13:56,429 - mmaction - INFO - Epoch [31][920/2640] lr: 1.000e-03, eta: 11:59:37, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8977, loss_cls: 1.1840, loss: 1.1840, grad_norm: 9.8535 2020-10-11 17:14:12,856 - mmaction - INFO - Epoch [31][940/2640] lr: 1.000e-03, eta: 11:59:20, time: 0.819, data_time: 0.001, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8898, loss_cls: 1.2063, loss: 1.2063, grad_norm: 9.6999 2020-10-11 17:14:29,408 - mmaction - INFO - Epoch [31][960/2640] lr: 1.000e-03, eta: 11:59:03, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8930, loss_cls: 1.1818, loss: 1.1818, grad_norm: 9.4392 2020-10-11 17:14:46,032 - mmaction - INFO - Epoch [31][980/2640] lr: 1.000e-03, eta: 11:58:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2235, loss: 1.2235, grad_norm: 9.4235 2020-10-11 17:15:02,705 - mmaction - INFO - Epoch [31][1000/2640] lr: 1.000e-03, eta: 11:58:30, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8891, loss_cls: 1.2403, loss: 1.2403, grad_norm: 9.4249 2020-10-11 17:15:19,190 - mmaction - INFO - Epoch [31][1020/2640] lr: 1.000e-03, eta: 11:58:13, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.0016 2020-10-11 17:15:35,844 - mmaction - INFO - Epoch [31][1040/2640] lr: 1.000e-03, eta: 11:57:56, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8984, loss_cls: 1.1036, loss: 1.1036, grad_norm: 8.8971 2020-10-11 17:15:52,337 - mmaction - INFO - Epoch [31][1060/2640] lr: 1.000e-03, eta: 11:57:40, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8922, loss_cls: 1.1906, loss: 1.1906, grad_norm: 9.7406 2020-10-11 17:16:08,758 - mmaction - INFO - Epoch [31][1080/2640] lr: 1.000e-03, eta: 11:57:23, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8984, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.5804 2020-10-11 17:16:25,118 - mmaction - INFO - Epoch [31][1100/2640] lr: 1.000e-03, eta: 11:57:06, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8914, loss_cls: 1.1796, loss: 1.1796, grad_norm: 9.2806 2020-10-11 17:16:41,717 - mmaction - INFO - Epoch [31][1120/2640] lr: 1.000e-03, eta: 11:56:49, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8875, loss_cls: 1.2546, loss: 1.2546, grad_norm: 9.9033 2020-10-11 17:16:58,189 - mmaction - INFO - Epoch [31][1140/2640] lr: 1.000e-03, eta: 11:56:33, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8859, loss_cls: 1.1177, loss: 1.1177, grad_norm: 8.9450 2020-10-11 17:17:14,739 - mmaction - INFO - Epoch [31][1160/2640] lr: 1.000e-03, eta: 11:56:16, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8891, loss_cls: 1.1730, loss: 1.1730, grad_norm: 9.3641 2020-10-11 17:17:31,290 - mmaction - INFO - Epoch [31][1180/2640] lr: 1.000e-03, eta: 11:55:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2285, loss: 1.2285, grad_norm: 9.2253 2020-10-11 17:17:47,906 - mmaction - INFO - Epoch [31][1200/2640] lr: 1.000e-03, eta: 11:55:43, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8898, loss_cls: 1.1785, loss: 1.1785, grad_norm: 9.3853 2020-10-11 17:18:04,459 - mmaction - INFO - Epoch [31][1220/2640] lr: 1.000e-03, eta: 11:55:26, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8977, loss_cls: 1.1509, loss: 1.1509, grad_norm: 9.6891 2020-10-11 17:18:21,077 - mmaction - INFO - Epoch [31][1240/2640] lr: 1.000e-03, eta: 11:55:09, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8820, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.5363 2020-10-11 17:18:37,591 - mmaction - INFO - Epoch [31][1260/2640] lr: 1.000e-03, eta: 11:54:53, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8945, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.1719 2020-10-11 17:18:54,011 - mmaction - INFO - Epoch [31][1280/2640] lr: 1.000e-03, eta: 11:54:36, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8906, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.2965 2020-10-11 17:19:10,615 - mmaction - INFO - Epoch [31][1300/2640] lr: 1.000e-03, eta: 11:54:19, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1279, loss: 1.1279, grad_norm: 9.1636 2020-10-11 17:19:26,988 - mmaction - INFO - Epoch [31][1320/2640] lr: 1.000e-03, eta: 11:54:02, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8875, loss_cls: 1.1631, loss: 1.1631, grad_norm: 9.4644 2020-10-11 17:19:43,426 - mmaction - INFO - Epoch [31][1340/2640] lr: 1.000e-03, eta: 11:53:45, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8891, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.3658 2020-10-11 17:19:59,995 - mmaction - INFO - Epoch [31][1360/2640] lr: 1.000e-03, eta: 11:53:29, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8875, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.2755 2020-10-11 17:20:16,578 - mmaction - INFO - Epoch [31][1380/2640] lr: 1.000e-03, eta: 11:53:12, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8828, loss_cls: 1.2286, loss: 1.2286, grad_norm: 9.5462 2020-10-11 17:20:33,174 - mmaction - INFO - Epoch [31][1400/2640] lr: 1.000e-03, eta: 11:52:55, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8758, loss_cls: 1.2400, loss: 1.2400, grad_norm: 9.5094 2020-10-11 17:20:49,790 - mmaction - INFO - Epoch [31][1420/2640] lr: 1.000e-03, eta: 11:52:39, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8875, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.6220 2020-10-11 17:21:06,352 - mmaction - INFO - Epoch [31][1440/2640] lr: 1.000e-03, eta: 11:52:22, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8922, loss_cls: 1.1511, loss: 1.1511, grad_norm: 9.5868 2020-10-11 17:21:22,935 - mmaction - INFO - Epoch [31][1460/2640] lr: 1.000e-03, eta: 11:52:05, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8820, loss_cls: 1.1738, loss: 1.1738, grad_norm: 9.3089 2020-10-11 17:21:39,513 - mmaction - INFO - Epoch [31][1480/2640] lr: 1.000e-03, eta: 11:51:49, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8906, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.2648 2020-10-11 17:21:55,920 - mmaction - INFO - Epoch [31][1500/2640] lr: 1.000e-03, eta: 11:51:32, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.1382, loss: 1.1382, grad_norm: 9.2354 2020-10-11 17:22:12,261 - mmaction - INFO - Epoch [31][1520/2640] lr: 1.000e-03, eta: 11:51:15, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8820, loss_cls: 1.1751, loss: 1.1751, grad_norm: 9.3657 2020-10-11 17:22:28,647 - mmaction - INFO - Epoch [31][1540/2640] lr: 1.000e-03, eta: 11:50:58, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1510, loss: 1.1510, grad_norm: 9.4645 2020-10-11 17:22:45,247 - mmaction - INFO - Epoch [31][1560/2640] lr: 1.000e-03, eta: 11:50:42, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8812, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.5780 2020-10-11 17:23:01,882 - mmaction - INFO - Epoch [31][1580/2640] lr: 1.000e-03, eta: 11:50:25, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8820, loss_cls: 1.1854, loss: 1.1854, grad_norm: 9.2673 2020-10-11 17:23:18,443 - mmaction - INFO - Epoch [31][1600/2640] lr: 1.000e-03, eta: 11:50:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8953, loss_cls: 1.1561, loss: 1.1561, grad_norm: 9.5653 2020-10-11 17:23:34,995 - mmaction - INFO - Epoch [31][1620/2640] lr: 1.000e-03, eta: 11:49:52, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9047, loss_cls: 1.1083, loss: 1.1083, grad_norm: 9.1766 2020-10-11 17:23:51,408 - mmaction - INFO - Epoch [31][1640/2640] lr: 1.000e-03, eta: 11:49:35, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8781, loss_cls: 1.2097, loss: 1.2097, grad_norm: 9.2884 2020-10-11 17:24:08,025 - mmaction - INFO - Epoch [31][1660/2640] lr: 1.000e-03, eta: 11:49:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.0089 2020-10-11 17:24:24,589 - mmaction - INFO - Epoch [31][1680/2640] lr: 1.000e-03, eta: 11:49:01, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6844, top5_acc: 0.9055, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.4332 2020-10-11 17:24:40,988 - mmaction - INFO - Epoch [31][1700/2640] lr: 1.000e-03, eta: 11:48:45, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9023, loss_cls: 1.0897, loss: 1.0897, grad_norm: 9.1883 2020-10-11 17:24:57,335 - mmaction - INFO - Epoch [31][1720/2640] lr: 1.000e-03, eta: 11:48:28, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.5150 2020-10-11 17:25:13,816 - mmaction - INFO - Epoch [31][1740/2640] lr: 1.000e-03, eta: 11:48:11, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.1719, loss: 1.1719, grad_norm: 9.4736 2020-10-11 17:25:30,319 - mmaction - INFO - Epoch [31][1760/2640] lr: 1.000e-03, eta: 11:47:54, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6742, top5_acc: 0.8797, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.4015 2020-10-11 17:25:46,818 - mmaction - INFO - Epoch [31][1780/2640] lr: 1.000e-03, eta: 11:47:38, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8844, loss_cls: 1.2119, loss: 1.2119, grad_norm: 9.5994 2020-10-11 17:26:03,297 - mmaction - INFO - Epoch [31][1800/2640] lr: 1.000e-03, eta: 11:47:21, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9016, loss_cls: 1.1419, loss: 1.1419, grad_norm: 9.4007 2020-10-11 17:26:19,729 - mmaction - INFO - Epoch [31][1820/2640] lr: 1.000e-03, eta: 11:47:04, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8922, loss_cls: 1.1942, loss: 1.1942, grad_norm: 9.6848 2020-10-11 17:26:36,328 - mmaction - INFO - Epoch [31][1840/2640] lr: 1.000e-03, eta: 11:46:47, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8992, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.4570 2020-10-11 17:26:52,676 - mmaction - INFO - Epoch [31][1860/2640] lr: 1.000e-03, eta: 11:46:31, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8820, loss_cls: 1.1867, loss: 1.1867, grad_norm: 9.1953 2020-10-11 17:27:09,289 - mmaction - INFO - Epoch [31][1880/2640] lr: 1.000e-03, eta: 11:46:14, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8758, loss_cls: 1.2646, loss: 1.2646, grad_norm: 9.7556 2020-10-11 17:27:25,844 - mmaction - INFO - Epoch [31][1900/2640] lr: 1.000e-03, eta: 11:45:57, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8680, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.4642 2020-10-11 17:27:42,538 - mmaction - INFO - Epoch [31][1920/2640] lr: 1.000e-03, eta: 11:45:41, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8922, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.3427 2020-10-11 17:27:59,027 - mmaction - INFO - Epoch [31][1940/2640] lr: 1.000e-03, eta: 11:45:24, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8891, loss_cls: 1.2085, loss: 1.2085, grad_norm: 9.7148 2020-10-11 17:28:15,679 - mmaction - INFO - Epoch [31][1960/2640] lr: 1.000e-03, eta: 11:45:07, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.9117, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.2429 2020-10-11 17:28:32,175 - mmaction - INFO - Epoch [31][1980/2640] lr: 1.000e-03, eta: 11:44:50, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.1068, loss: 1.1068, grad_norm: 9.4908 2020-10-11 17:28:48,648 - mmaction - INFO - Epoch [31][2000/2640] lr: 1.000e-03, eta: 11:44:34, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6555, top5_acc: 0.8758, loss_cls: 1.3232, loss: 1.3232, grad_norm: 10.0925 2020-10-11 17:29:05,154 - mmaction - INFO - Epoch [31][2020/2640] lr: 1.000e-03, eta: 11:44:17, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8812, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.5437 2020-10-11 17:29:21,840 - mmaction - INFO - Epoch [31][2040/2640] lr: 1.000e-03, eta: 11:44:00, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8867, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.4413 2020-10-11 17:29:38,330 - mmaction - INFO - Epoch [31][2060/2640] lr: 1.000e-03, eta: 11:43:44, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6867, top5_acc: 0.9102, loss_cls: 1.1068, loss: 1.1068, grad_norm: 9.1717 2020-10-11 17:29:54,752 - mmaction - INFO - Epoch [31][2080/2640] lr: 1.000e-03, eta: 11:43:27, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1244, loss: 1.1244, grad_norm: 9.4094 2020-10-11 17:30:11,149 - mmaction - INFO - Epoch [31][2100/2640] lr: 1.000e-03, eta: 11:43:10, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.3196 2020-10-11 17:30:27,714 - mmaction - INFO - Epoch [31][2120/2640] lr: 1.000e-03, eta: 11:42:53, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9023, loss_cls: 1.1124, loss: 1.1124, grad_norm: 9.2664 2020-10-11 17:30:44,136 - mmaction - INFO - Epoch [31][2140/2640] lr: 1.000e-03, eta: 11:42:37, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9078, loss_cls: 1.0849, loss: 1.0849, grad_norm: 9.6465 2020-10-11 17:31:00,499 - mmaction - INFO - Epoch [31][2160/2640] lr: 1.000e-03, eta: 11:42:20, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2365, loss: 1.2365, grad_norm: 9.5239 2020-10-11 17:31:17,078 - mmaction - INFO - Epoch [31][2180/2640] lr: 1.000e-03, eta: 11:42:03, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6602, top5_acc: 0.8758, loss_cls: 1.2990, loss: 1.2990, grad_norm: 9.7098 2020-10-11 17:31:33,699 - mmaction - INFO - Epoch [31][2200/2640] lr: 1.000e-03, eta: 11:41:46, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8953, loss_cls: 1.1784, loss: 1.1784, grad_norm: 9.7238 2020-10-11 17:31:50,241 - mmaction - INFO - Epoch [31][2220/2640] lr: 1.000e-03, eta: 11:41:30, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.2533, loss: 1.2533, grad_norm: 9.5540 2020-10-11 17:32:06,860 - mmaction - INFO - Epoch [31][2240/2640] lr: 1.000e-03, eta: 11:41:13, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8820, loss_cls: 1.2131, loss: 1.2131, grad_norm: 9.3253 2020-10-11 17:32:23,413 - mmaction - INFO - Epoch [31][2260/2640] lr: 1.000e-03, eta: 11:40:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.3791 2020-10-11 17:32:40,006 - mmaction - INFO - Epoch [31][2280/2640] lr: 1.000e-03, eta: 11:40:40, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8711, loss_cls: 1.2839, loss: 1.2839, grad_norm: 9.6845 2020-10-11 17:32:56,383 - mmaction - INFO - Epoch [31][2300/2640] lr: 1.000e-03, eta: 11:40:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1646, loss: 1.1646, grad_norm: 9.4320 2020-10-11 17:33:13,046 - mmaction - INFO - Epoch [31][2320/2640] lr: 1.000e-03, eta: 11:40:06, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8859, loss_cls: 1.2125, loss: 1.2125, grad_norm: 9.5199 2020-10-11 17:33:29,559 - mmaction - INFO - Epoch [31][2340/2640] lr: 1.000e-03, eta: 11:39:49, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8945, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.9750 2020-10-11 17:33:46,191 - mmaction - INFO - Epoch [31][2360/2640] lr: 1.000e-03, eta: 11:39:33, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8953, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.4307 2020-10-11 17:34:02,552 - mmaction - INFO - Epoch [31][2380/2640] lr: 1.000e-03, eta: 11:39:16, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9023, loss_cls: 1.1042, loss: 1.1042, grad_norm: 9.2745 2020-10-11 17:34:19,171 - mmaction - INFO - Epoch [31][2400/2640] lr: 1.000e-03, eta: 11:38:59, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8898, loss_cls: 1.1737, loss: 1.1737, grad_norm: 9.6837 2020-10-11 17:34:35,754 - mmaction - INFO - Epoch [31][2420/2640] lr: 1.000e-03, eta: 11:38:43, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9039, loss_cls: 1.0969, loss: 1.0969, grad_norm: 9.4626 2020-10-11 17:34:52,110 - mmaction - INFO - Epoch [31][2440/2640] lr: 1.000e-03, eta: 11:38:26, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6641, top5_acc: 0.8781, loss_cls: 1.2331, loss: 1.2331, grad_norm: 9.9785 2020-10-11 17:35:08,569 - mmaction - INFO - Epoch [31][2460/2640] lr: 1.000e-03, eta: 11:38:09, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8891, loss_cls: 1.1935, loss: 1.1935, grad_norm: 9.3015 2020-10-11 17:35:25,090 - mmaction - INFO - Epoch [31][2480/2640] lr: 1.000e-03, eta: 11:37:52, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.1627, loss: 1.1627, grad_norm: 9.4238 2020-10-11 17:35:41,515 - mmaction - INFO - Epoch [31][2500/2640] lr: 1.000e-03, eta: 11:37:36, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8852, loss_cls: 1.2093, loss: 1.2093, grad_norm: 9.4464 2020-10-11 17:35:58,087 - mmaction - INFO - Epoch [31][2520/2640] lr: 1.000e-03, eta: 11:37:19, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8875, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.1230 2020-10-11 17:36:14,564 - mmaction - INFO - Epoch [31][2540/2640] lr: 1.000e-03, eta: 11:37:02, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8992, loss_cls: 1.1262, loss: 1.1262, grad_norm: 9.2511 2020-10-11 17:36:31,066 - mmaction - INFO - Epoch [31][2560/2640] lr: 1.000e-03, eta: 11:36:45, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8891, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.2375 2020-10-11 17:36:47,603 - mmaction - INFO - Epoch [31][2580/2640] lr: 1.000e-03, eta: 11:36:29, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1275, loss: 1.1275, grad_norm: 9.3757 2020-10-11 17:37:04,078 - mmaction - INFO - Epoch [31][2600/2640] lr: 1.000e-03, eta: 11:36:12, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8914, loss_cls: 1.2137, loss: 1.2137, grad_norm: 9.8135 2020-10-11 17:37:20,612 - mmaction - INFO - Epoch [31][2620/2640] lr: 1.000e-03, eta: 11:35:55, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8930, loss_cls: 1.1692, loss: 1.1692, grad_norm: 9.4898 2020-10-11 17:37:36,703 - mmaction - INFO - Epoch [31][2640/2640] lr: 1.000e-03, eta: 11:35:38, time: 0.805, data_time: 0.005, memory: 9800, top1_acc: 0.6718, top5_acc: 0.8895, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.6597 2020-10-11 17:37:36,989 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-10-11 17:38:04,618 - mmaction - INFO - Epoch [32][20/2640] lr: 1.000e-03, eta: 11:35:27, time: 1.260, data_time: 0.376, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9016, loss_cls: 1.1414, loss: 1.1414, grad_norm: 9.6709 2020-10-11 17:38:21,004 - mmaction - INFO - Epoch [32][40/2640] lr: 1.000e-03, eta: 11:35:10, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1598, loss: 1.1598, grad_norm: 9.5557 2020-10-11 17:38:37,446 - mmaction - INFO - Epoch [32][60/2640] lr: 1.000e-03, eta: 11:34:53, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7016, top5_acc: 0.9109, loss_cls: 1.0855, loss: 1.0855, grad_norm: 9.1330 2020-10-11 17:38:53,792 - mmaction - INFO - Epoch [32][80/2640] lr: 1.000e-03, eta: 11:34:37, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8836, loss_cls: 1.2291, loss: 1.2291, grad_norm: 9.8311 2020-10-11 17:39:10,168 - mmaction - INFO - Epoch [32][100/2640] lr: 1.000e-03, eta: 11:34:20, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8930, loss_cls: 1.1256, loss: 1.1256, grad_norm: 9.2819 2020-10-11 17:39:26,551 - mmaction - INFO - Epoch [32][120/2640] lr: 1.000e-03, eta: 11:34:03, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7078, top5_acc: 0.9031, loss_cls: 1.1041, loss: 1.1041, grad_norm: 9.1672 2020-10-11 17:39:42,963 - mmaction - INFO - Epoch [32][140/2640] lr: 1.000e-03, eta: 11:33:46, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.1893, loss: 1.1893, grad_norm: 9.5817 2020-10-11 17:39:59,509 - mmaction - INFO - Epoch [32][160/2640] lr: 1.000e-03, eta: 11:33:29, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6781, top5_acc: 0.8938, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.6264 2020-10-11 17:40:15,933 - mmaction - INFO - Epoch [32][180/2640] lr: 1.000e-03, eta: 11:33:13, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.0939, loss: 1.0939, grad_norm: 9.5250 2020-10-11 17:40:32,550 - mmaction - INFO - Epoch [32][200/2640] lr: 1.000e-03, eta: 11:32:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8812, loss_cls: 1.1761, loss: 1.1761, grad_norm: 9.6710 2020-10-11 17:40:49,095 - mmaction - INFO - Epoch [32][220/2640] lr: 1.000e-03, eta: 11:32:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8930, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.3495 2020-10-11 17:41:05,758 - mmaction - INFO - Epoch [32][240/2640] lr: 1.000e-03, eta: 11:32:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8992, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.5266 2020-10-11 17:41:22,339 - mmaction - INFO - Epoch [32][260/2640] lr: 1.000e-03, eta: 11:32:06, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8906, loss_cls: 1.1351, loss: 1.1351, grad_norm: 9.3823 2020-10-11 17:41:38,684 - mmaction - INFO - Epoch [32][280/2640] lr: 1.000e-03, eta: 11:31:49, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8969, loss_cls: 1.1133, loss: 1.1133, grad_norm: 9.1821 2020-10-11 17:41:55,051 - mmaction - INFO - Epoch [32][300/2640] lr: 1.000e-03, eta: 11:31:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8898, loss_cls: 1.1641, loss: 1.1641, grad_norm: 9.8830 2020-10-11 17:42:11,467 - mmaction - INFO - Epoch [32][320/2640] lr: 1.000e-03, eta: 11:31:16, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1978, loss: 1.1978, grad_norm: 9.6660 2020-10-11 17:42:28,017 - mmaction - INFO - Epoch [32][340/2640] lr: 1.000e-03, eta: 11:30:59, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9023, loss_cls: 1.1197, loss: 1.1197, grad_norm: 9.5973 2020-10-11 17:42:44,428 - mmaction - INFO - Epoch [32][360/2640] lr: 1.000e-03, eta: 11:30:42, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8945, loss_cls: 1.1916, loss: 1.1916, grad_norm: 9.6853 2020-10-11 17:43:00,786 - mmaction - INFO - Epoch [32][380/2640] lr: 1.000e-03, eta: 11:30:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9078, loss_cls: 1.1128, loss: 1.1128, grad_norm: 9.3404 2020-10-11 17:43:17,464 - mmaction - INFO - Epoch [32][400/2640] lr: 1.000e-03, eta: 11:30:09, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8836, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.6551 2020-10-11 17:43:34,009 - mmaction - INFO - Epoch [32][420/2640] lr: 1.000e-03, eta: 11:29:52, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8898, loss_cls: 1.2191, loss: 1.2191, grad_norm: 9.9916 2020-10-11 17:43:50,409 - mmaction - INFO - Epoch [32][440/2640] lr: 1.000e-03, eta: 11:29:35, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1231, loss: 1.1231, grad_norm: 9.8307 2020-10-11 17:44:06,938 - mmaction - INFO - Epoch [32][460/2640] lr: 1.000e-03, eta: 11:29:18, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8820, loss_cls: 1.2025, loss: 1.2025, grad_norm: 9.9781 2020-10-11 17:44:23,678 - mmaction - INFO - Epoch [32][480/2640] lr: 1.000e-03, eta: 11:29:02, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.5974 2020-10-11 17:44:40,117 - mmaction - INFO - Epoch [32][500/2640] lr: 1.000e-03, eta: 11:28:45, time: 0.825, data_time: 0.007, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8625, loss_cls: 1.2402, loss: 1.2402, grad_norm: 9.6919 2020-10-11 17:44:56,527 - mmaction - INFO - Epoch [32][520/2640] lr: 1.000e-03, eta: 11:28:28, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6852, top5_acc: 0.9047, loss_cls: 1.1276, loss: 1.1276, grad_norm: 9.7897 2020-10-11 17:45:13,160 - mmaction - INFO - Epoch [32][540/2640] lr: 1.000e-03, eta: 11:28:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1563, loss: 1.1563, grad_norm: 9.1928 2020-10-11 17:45:29,709 - mmaction - INFO - Epoch [32][560/2640] lr: 1.000e-03, eta: 11:27:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.0730, loss: 1.0730, grad_norm: 9.4237 2020-10-11 17:45:46,311 - mmaction - INFO - Epoch [32][580/2640] lr: 1.000e-03, eta: 11:27:38, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.1587, loss: 1.1587, grad_norm: 9.4398 2020-10-11 17:46:02,864 - mmaction - INFO - Epoch [32][600/2640] lr: 1.000e-03, eta: 11:27:22, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8961, loss_cls: 1.1228, loss: 1.1228, grad_norm: 9.9074 2020-10-11 17:46:19,441 - mmaction - INFO - Epoch [32][620/2640] lr: 1.000e-03, eta: 11:27:05, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7078, top5_acc: 0.9055, loss_cls: 1.1235, loss: 1.1235, grad_norm: 9.3697 2020-10-11 17:46:35,876 - mmaction - INFO - Epoch [32][640/2640] lr: 1.000e-03, eta: 11:26:48, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9070, loss_cls: 1.0780, loss: 1.0780, grad_norm: 9.2644 2020-10-11 17:46:52,261 - mmaction - INFO - Epoch [32][660/2640] lr: 1.000e-03, eta: 11:26:31, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9008, loss_cls: 1.1290, loss: 1.1290, grad_norm: 9.3778 2020-10-11 17:47:08,852 - mmaction - INFO - Epoch [32][680/2640] lr: 1.000e-03, eta: 11:26:15, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1514, loss: 1.1514, grad_norm: 9.4570 2020-10-11 17:47:25,412 - mmaction - INFO - Epoch [32][700/2640] lr: 1.000e-03, eta: 11:25:58, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.5859 2020-10-11 17:47:42,025 - mmaction - INFO - Epoch [32][720/2640] lr: 1.000e-03, eta: 11:25:41, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8852, loss_cls: 1.2248, loss: 1.2248, grad_norm: 9.7761 2020-10-11 17:47:58,395 - mmaction - INFO - Epoch [32][740/2640] lr: 1.000e-03, eta: 11:25:24, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9062, loss_cls: 1.0768, loss: 1.0768, grad_norm: 9.2250 2020-10-11 17:48:14,981 - mmaction - INFO - Epoch [32][760/2640] lr: 1.000e-03, eta: 11:25:08, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.9016, loss_cls: 1.1057, loss: 1.1057, grad_norm: 9.5955 2020-10-11 17:48:31,412 - mmaction - INFO - Epoch [32][780/2640] lr: 1.000e-03, eta: 11:24:51, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1188, loss: 1.1188, grad_norm: 9.6592 2020-10-11 17:48:48,106 - mmaction - INFO - Epoch [32][800/2640] lr: 1.000e-03, eta: 11:24:34, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8844, loss_cls: 1.2007, loss: 1.2007, grad_norm: 9.8747 2020-10-11 17:49:04,516 - mmaction - INFO - Epoch [32][820/2640] lr: 1.000e-03, eta: 11:24:18, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.8416 2020-10-11 17:49:20,931 - mmaction - INFO - Epoch [32][840/2640] lr: 1.000e-03, eta: 11:24:01, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8883, loss_cls: 1.1917, loss: 1.1917, grad_norm: 9.8287 2020-10-11 17:49:37,548 - mmaction - INFO - Epoch [32][860/2640] lr: 1.000e-03, eta: 11:23:44, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9047, loss_cls: 1.0967, loss: 1.0967, grad_norm: 9.5736 2020-10-11 17:49:53,937 - mmaction - INFO - Epoch [32][880/2640] lr: 1.000e-03, eta: 11:23:27, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8797, loss_cls: 1.1902, loss: 1.1902, grad_norm: 9.5579 2020-10-11 17:50:10,726 - mmaction - INFO - Epoch [32][900/2640] lr: 1.000e-03, eta: 11:23:11, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8922, loss_cls: 1.1802, loss: 1.1802, grad_norm: 9.7816 2020-10-11 17:50:27,236 - mmaction - INFO - Epoch [32][920/2640] lr: 1.000e-03, eta: 11:22:54, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8992, loss_cls: 1.1352, loss: 1.1352, grad_norm: 9.6739 2020-10-11 17:50:43,704 - mmaction - INFO - Epoch [32][940/2640] lr: 1.000e-03, eta: 11:22:37, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.6859 2020-10-11 17:51:00,239 - mmaction - INFO - Epoch [32][960/2640] lr: 1.000e-03, eta: 11:22:21, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1853, loss: 1.1853, grad_norm: 9.7163 2020-10-11 17:51:16,676 - mmaction - INFO - Epoch [32][980/2640] lr: 1.000e-03, eta: 11:22:04, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1935, loss: 1.1935, grad_norm: 9.5912 2020-10-11 17:51:33,310 - mmaction - INFO - Epoch [32][1000/2640] lr: 1.000e-03, eta: 11:21:47, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8961, loss_cls: 1.2000, loss: 1.2000, grad_norm: 10.2297 2020-10-11 17:51:49,857 - mmaction - INFO - Epoch [32][1020/2640] lr: 1.000e-03, eta: 11:21:31, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8930, loss_cls: 1.1423, loss: 1.1423, grad_norm: 9.3164 2020-10-11 17:52:06,411 - mmaction - INFO - Epoch [32][1040/2640] lr: 1.000e-03, eta: 11:21:14, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.9000, loss_cls: 1.1392, loss: 1.1392, grad_norm: 9.2272 2020-10-11 17:52:22,806 - mmaction - INFO - Epoch [32][1060/2640] lr: 1.000e-03, eta: 11:20:57, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1487, loss: 1.1487, grad_norm: 9.3943 2020-10-11 17:52:39,523 - mmaction - INFO - Epoch [32][1080/2640] lr: 1.000e-03, eta: 11:20:40, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0443, loss: 1.0443, grad_norm: 8.9686 2020-10-11 17:52:55,989 - mmaction - INFO - Epoch [32][1100/2640] lr: 1.000e-03, eta: 11:20:24, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2144, loss: 1.2144, grad_norm: 9.7770 2020-10-11 17:53:12,566 - mmaction - INFO - Epoch [32][1120/2640] lr: 1.000e-03, eta: 11:20:07, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8906, loss_cls: 1.1572, loss: 1.1572, grad_norm: 9.4645 2020-10-11 17:53:29,140 - mmaction - INFO - Epoch [32][1140/2640] lr: 1.000e-03, eta: 11:19:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8945, loss_cls: 1.1549, loss: 1.1549, grad_norm: 9.8084 2020-10-11 17:53:45,561 - mmaction - INFO - Epoch [32][1160/2640] lr: 1.000e-03, eta: 11:19:34, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8844, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.5648 2020-10-11 17:54:01,915 - mmaction - INFO - Epoch [32][1180/2640] lr: 1.000e-03, eta: 11:19:17, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8898, loss_cls: 1.1407, loss: 1.1407, grad_norm: 9.7976 2020-10-11 17:54:18,383 - mmaction - INFO - Epoch [32][1200/2640] lr: 1.000e-03, eta: 11:19:00, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1608, loss: 1.1608, grad_norm: 9.2968 2020-10-11 17:54:34,906 - mmaction - INFO - Epoch [32][1220/2640] lr: 1.000e-03, eta: 11:18:43, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8820, loss_cls: 1.2411, loss: 1.2411, grad_norm: 9.8095 2020-10-11 17:54:51,429 - mmaction - INFO - Epoch [32][1240/2640] lr: 1.000e-03, eta: 11:18:27, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8828, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.5339 2020-10-11 17:55:07,886 - mmaction - INFO - Epoch [32][1260/2640] lr: 1.000e-03, eta: 11:18:10, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2308, loss: 1.2308, grad_norm: 9.8026 2020-10-11 17:55:24,221 - mmaction - INFO - Epoch [32][1280/2640] lr: 1.000e-03, eta: 11:17:53, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8852, loss_cls: 1.1618, loss: 1.1618, grad_norm: 9.8968 2020-10-11 17:55:40,882 - mmaction - INFO - Epoch [32][1300/2640] lr: 1.000e-03, eta: 11:17:36, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8883, loss_cls: 1.2040, loss: 1.2040, grad_norm: 9.9915 2020-10-11 17:55:57,252 - mmaction - INFO - Epoch [32][1320/2640] lr: 1.000e-03, eta: 11:17:20, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8891, loss_cls: 1.1788, loss: 1.1788, grad_norm: 9.6485 2020-10-11 17:56:13,880 - mmaction - INFO - Epoch [32][1340/2640] lr: 1.000e-03, eta: 11:17:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.9039, loss_cls: 1.1654, loss: 1.1654, grad_norm: 9.5739 2020-10-11 17:56:30,379 - mmaction - INFO - Epoch [32][1360/2640] lr: 1.000e-03, eta: 11:16:46, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8977, loss_cls: 1.1469, loss: 1.1469, grad_norm: 9.3739 2020-10-11 17:56:46,805 - mmaction - INFO - Epoch [32][1380/2640] lr: 1.000e-03, eta: 11:16:29, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9023, loss_cls: 1.1151, loss: 1.1151, grad_norm: 9.4284 2020-10-11 17:57:03,158 - mmaction - INFO - Epoch [32][1400/2640] lr: 1.000e-03, eta: 11:16:13, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8961, loss_cls: 1.1885, loss: 1.1885, grad_norm: 9.5556 2020-10-11 17:57:19,801 - mmaction - INFO - Epoch [32][1420/2640] lr: 1.000e-03, eta: 11:15:56, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8953, loss_cls: 1.1291, loss: 1.1291, grad_norm: 9.4889 2020-10-11 17:57:36,351 - mmaction - INFO - Epoch [32][1440/2640] lr: 1.000e-03, eta: 11:15:39, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8867, loss_cls: 1.1827, loss: 1.1827, grad_norm: 9.6481 2020-10-11 17:57:52,744 - mmaction - INFO - Epoch [32][1460/2640] lr: 1.000e-03, eta: 11:15:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6797, top5_acc: 0.8922, loss_cls: 1.2198, loss: 1.2198, grad_norm: 10.0045 2020-10-11 17:58:09,404 - mmaction - INFO - Epoch [32][1480/2640] lr: 1.000e-03, eta: 11:15:06, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9008, loss_cls: 1.1194, loss: 1.1194, grad_norm: 9.2786 2020-10-11 17:58:25,903 - mmaction - INFO - Epoch [32][1500/2640] lr: 1.000e-03, eta: 11:14:49, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.7300 2020-10-11 17:58:42,326 - mmaction - INFO - Epoch [32][1520/2640] lr: 1.000e-03, eta: 11:14:32, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8891, loss_cls: 1.1883, loss: 1.1883, grad_norm: 9.7566 2020-10-11 17:58:58,737 - mmaction - INFO - Epoch [32][1540/2640] lr: 1.000e-03, eta: 11:14:16, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0742, loss: 1.0742, grad_norm: 9.1547 2020-10-11 17:59:15,311 - mmaction - INFO - Epoch [32][1560/2640] lr: 1.000e-03, eta: 11:13:59, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8820, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.5361 2020-10-11 17:59:31,839 - mmaction - INFO - Epoch [32][1580/2640] lr: 1.000e-03, eta: 11:13:42, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8898, loss_cls: 1.1551, loss: 1.1551, grad_norm: 9.6924 2020-10-11 17:59:48,475 - mmaction - INFO - Epoch [32][1600/2640] lr: 1.000e-03, eta: 11:13:26, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8867, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.7018 2020-10-11 18:00:06,580 - mmaction - INFO - Epoch [32][1620/2640] lr: 1.000e-03, eta: 11:13:10, time: 0.902, data_time: 0.007, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8984, loss_cls: 1.1120, loss: 1.1120, grad_norm: 9.5255 2020-10-11 18:00:23,040 - mmaction - INFO - Epoch [32][1640/2640] lr: 1.000e-03, eta: 11:12:53, time: 0.829, data_time: 0.013, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8891, loss_cls: 1.1656, loss: 1.1656, grad_norm: 9.7555 2020-10-11 18:00:39,456 - mmaction - INFO - Epoch [32][1660/2640] lr: 1.000e-03, eta: 11:12:36, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9016, loss_cls: 1.1372, loss: 1.1372, grad_norm: 9.4642 2020-10-11 18:00:55,808 - mmaction - INFO - Epoch [32][1680/2640] lr: 1.000e-03, eta: 11:12:19, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9148, loss_cls: 1.0616, loss: 1.0616, grad_norm: 9.4864 2020-10-11 18:01:12,289 - mmaction - INFO - Epoch [32][1700/2640] lr: 1.000e-03, eta: 11:12:03, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8953, loss_cls: 1.1178, loss: 1.1178, grad_norm: 9.3043 2020-10-11 18:01:28,819 - mmaction - INFO - Epoch [32][1720/2640] lr: 1.000e-03, eta: 11:11:46, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8938, loss_cls: 1.1686, loss: 1.1686, grad_norm: 9.8772 2020-10-11 18:01:45,173 - mmaction - INFO - Epoch [32][1740/2640] lr: 1.000e-03, eta: 11:11:29, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8922, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.4419 2020-10-11 18:02:01,798 - mmaction - INFO - Epoch [32][1760/2640] lr: 1.000e-03, eta: 11:11:13, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8953, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.7657 2020-10-11 18:02:18,363 - mmaction - INFO - Epoch [32][1780/2640] lr: 1.000e-03, eta: 11:10:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.2490, loss: 1.2490, grad_norm: 9.9817 2020-10-11 18:02:34,754 - mmaction - INFO - Epoch [32][1800/2640] lr: 1.000e-03, eta: 11:10:39, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2021, loss: 1.2021, grad_norm: 9.7756 2020-10-11 18:02:51,106 - mmaction - INFO - Epoch [32][1820/2640] lr: 1.000e-03, eta: 11:10:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6734, top5_acc: 0.8930, loss_cls: 1.2190, loss: 1.2190, grad_norm: 10.1152 2020-10-11 18:03:07,547 - mmaction - INFO - Epoch [32][1840/2640] lr: 1.000e-03, eta: 11:10:05, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8977, loss_cls: 1.1566, loss: 1.1566, grad_norm: 9.8343 2020-10-11 18:03:24,088 - mmaction - INFO - Epoch [32][1860/2640] lr: 1.000e-03, eta: 11:09:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8859, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.8172 2020-10-11 18:03:40,535 - mmaction - INFO - Epoch [32][1880/2640] lr: 1.000e-03, eta: 11:09:32, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6672, top5_acc: 0.8758, loss_cls: 1.2908, loss: 1.2908, grad_norm: 10.2179 2020-10-11 18:03:57,063 - mmaction - INFO - Epoch [32][1900/2640] lr: 1.000e-03, eta: 11:09:15, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8945, loss_cls: 1.1122, loss: 1.1122, grad_norm: 9.3759 2020-10-11 18:04:13,557 - mmaction - INFO - Epoch [32][1920/2640] lr: 1.000e-03, eta: 11:08:59, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1434, loss: 1.1434, grad_norm: 9.7941 2020-10-11 18:04:30,065 - mmaction - INFO - Epoch [32][1940/2640] lr: 1.000e-03, eta: 11:08:42, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8930, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.6235 2020-10-11 18:04:46,725 - mmaction - INFO - Epoch [32][1960/2640] lr: 1.000e-03, eta: 11:08:25, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8812, loss_cls: 1.1947, loss: 1.1947, grad_norm: 9.6183 2020-10-11 18:05:03,292 - mmaction - INFO - Epoch [32][1980/2640] lr: 1.000e-03, eta: 11:08:09, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8914, loss_cls: 1.1421, loss: 1.1421, grad_norm: 9.5097 2020-10-11 18:05:19,830 - mmaction - INFO - Epoch [32][2000/2640] lr: 1.000e-03, eta: 11:07:52, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8773, loss_cls: 1.2017, loss: 1.2017, grad_norm: 9.7048 2020-10-11 18:05:36,221 - mmaction - INFO - Epoch [32][2020/2640] lr: 1.000e-03, eta: 11:07:35, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8898, loss_cls: 1.1711, loss: 1.1711, grad_norm: 9.8685 2020-10-11 18:05:52,803 - mmaction - INFO - Epoch [32][2040/2640] lr: 1.000e-03, eta: 11:07:18, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8820, loss_cls: 1.1946, loss: 1.1946, grad_norm: 9.9233 2020-10-11 18:06:09,190 - mmaction - INFO - Epoch [32][2060/2640] lr: 1.000e-03, eta: 11:07:02, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.6999 2020-10-11 18:06:25,836 - mmaction - INFO - Epoch [32][2080/2640] lr: 1.000e-03, eta: 11:06:45, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8953, loss_cls: 1.2130, loss: 1.2130, grad_norm: 9.8791 2020-10-11 18:06:42,358 - mmaction - INFO - Epoch [32][2100/2640] lr: 1.000e-03, eta: 11:06:28, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8828, loss_cls: 1.1991, loss: 1.1991, grad_norm: 9.8205 2020-10-11 18:06:58,760 - mmaction - INFO - Epoch [32][2120/2640] lr: 1.000e-03, eta: 11:06:12, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8984, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.8056 2020-10-11 18:07:15,129 - mmaction - INFO - Epoch [32][2140/2640] lr: 1.000e-03, eta: 11:05:55, time: 0.817, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8898, loss_cls: 1.1862, loss: 1.1862, grad_norm: 9.7016 2020-10-11 18:07:31,509 - mmaction - INFO - Epoch [32][2160/2640] lr: 1.000e-03, eta: 11:05:38, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8961, loss_cls: 1.1380, loss: 1.1380, grad_norm: 9.6281 2020-10-11 18:07:47,974 - mmaction - INFO - Epoch [32][2180/2640] lr: 1.000e-03, eta: 11:05:21, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.9023, loss_cls: 1.1175, loss: 1.1175, grad_norm: 9.4836 2020-10-11 18:08:04,513 - mmaction - INFO - Epoch [32][2200/2640] lr: 1.000e-03, eta: 11:05:04, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.1936, loss: 1.1936, grad_norm: 9.8378 2020-10-11 18:08:20,924 - mmaction - INFO - Epoch [32][2220/2640] lr: 1.000e-03, eta: 11:04:48, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8898, loss_cls: 1.1626, loss: 1.1626, grad_norm: 9.7670 2020-10-11 18:08:37,467 - mmaction - INFO - Epoch [32][2240/2640] lr: 1.000e-03, eta: 11:04:31, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8875, loss_cls: 1.1674, loss: 1.1674, grad_norm: 9.7133 2020-10-11 18:08:53,832 - mmaction - INFO - Epoch [32][2260/2640] lr: 1.000e-03, eta: 11:04:14, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8891, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.5790 2020-10-11 18:09:10,511 - mmaction - INFO - Epoch [32][2280/2640] lr: 1.000e-03, eta: 11:03:58, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8992, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.8082 2020-10-11 18:09:27,039 - mmaction - INFO - Epoch [32][2300/2640] lr: 1.000e-03, eta: 11:03:41, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8938, loss_cls: 1.1337, loss: 1.1337, grad_norm: 9.6104 2020-10-11 18:09:43,593 - mmaction - INFO - Epoch [32][2320/2640] lr: 1.000e-03, eta: 11:03:24, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.9062, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.7063 2020-10-11 18:09:59,989 - mmaction - INFO - Epoch [32][2340/2640] lr: 1.000e-03, eta: 11:03:07, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8875, loss_cls: 1.1695, loss: 1.1695, grad_norm: 9.5145 2020-10-11 18:10:16,413 - mmaction - INFO - Epoch [32][2360/2640] lr: 1.000e-03, eta: 11:02:51, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8914, loss_cls: 1.1623, loss: 1.1623, grad_norm: 10.0672 2020-10-11 18:10:32,986 - mmaction - INFO - Epoch [32][2380/2640] lr: 1.000e-03, eta: 11:02:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1376, loss: 1.1376, grad_norm: 9.8219 2020-10-11 18:10:49,381 - mmaction - INFO - Epoch [32][2400/2640] lr: 1.000e-03, eta: 11:02:17, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6758, top5_acc: 0.8891, loss_cls: 1.1671, loss: 1.1671, grad_norm: 10.0997 2020-10-11 18:11:05,742 - mmaction - INFO - Epoch [32][2420/2640] lr: 1.000e-03, eta: 11:02:00, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8891, loss_cls: 1.1533, loss: 1.1533, grad_norm: 10.1776 2020-10-11 18:11:22,387 - mmaction - INFO - Epoch [32][2440/2640] lr: 1.000e-03, eta: 11:01:44, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8977, loss_cls: 1.1335, loss: 1.1335, grad_norm: 9.9615 2020-10-11 18:11:38,924 - mmaction - INFO - Epoch [32][2460/2640] lr: 1.000e-03, eta: 11:01:27, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8945, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.7582 2020-10-11 18:11:55,296 - mmaction - INFO - Epoch [32][2480/2640] lr: 1.000e-03, eta: 11:01:10, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8812, loss_cls: 1.2219, loss: 1.2219, grad_norm: 9.7870 2020-10-11 18:12:11,767 - mmaction - INFO - Epoch [32][2500/2640] lr: 1.000e-03, eta: 11:00:54, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8852, loss_cls: 1.1743, loss: 1.1743, grad_norm: 9.7516 2020-10-11 18:12:28,300 - mmaction - INFO - Epoch [32][2520/2640] lr: 1.000e-03, eta: 11:00:37, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2099, loss: 1.2099, grad_norm: 9.5253 2020-10-11 18:12:44,671 - mmaction - INFO - Epoch [32][2540/2640] lr: 1.000e-03, eta: 11:00:20, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8859, loss_cls: 1.1804, loss: 1.1804, grad_norm: 9.6662 2020-10-11 18:13:01,096 - mmaction - INFO - Epoch [32][2560/2640] lr: 1.000e-03, eta: 11:00:03, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8961, loss_cls: 1.1086, loss: 1.1086, grad_norm: 9.6114 2020-10-11 18:13:17,656 - mmaction - INFO - Epoch [32][2580/2640] lr: 1.000e-03, eta: 10:59:47, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8922, loss_cls: 1.1675, loss: 1.1675, grad_norm: 10.1505 2020-10-11 18:13:34,252 - mmaction - INFO - Epoch [32][2600/2640] lr: 1.000e-03, eta: 10:59:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8836, loss_cls: 1.2283, loss: 1.2283, grad_norm: 10.4121 2020-10-11 18:13:50,618 - mmaction - INFO - Epoch [32][2620/2640] lr: 1.000e-03, eta: 10:59:13, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1292, loss: 1.1292, grad_norm: 9.3470 2020-10-11 18:14:06,768 - mmaction - INFO - Epoch [32][2640/2640] lr: 1.000e-03, eta: 10:58:56, time: 0.807, data_time: 0.006, memory: 9800, top1_acc: 0.6855, top5_acc: 0.8806, loss_cls: 1.2231, loss: 1.2231, grad_norm: 10.1943 2020-10-11 18:14:07,092 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-11 18:14:38,810 - mmaction - INFO - Epoch [33][20/2640] lr: 1.000e-03, eta: 10:58:47, time: 1.456, data_time: 0.622, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9117, loss_cls: 1.0613, loss: 1.0613, grad_norm: 9.2592 2020-10-11 18:14:55,107 - mmaction - INFO - Epoch [33][40/2640] lr: 1.000e-03, eta: 10:58:30, time: 0.816, data_time: 0.003, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.7591 2020-10-11 18:15:11,519 - mmaction - INFO - Epoch [33][60/2640] lr: 1.000e-03, eta: 10:58:13, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9008, loss_cls: 1.0973, loss: 1.0973, grad_norm: 9.8454 2020-10-11 18:15:27,876 - mmaction - INFO - Epoch [33][80/2640] lr: 1.000e-03, eta: 10:57:56, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8945, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.6146 2020-10-11 18:15:44,325 - mmaction - INFO - Epoch [33][100/2640] lr: 1.000e-03, eta: 10:57:39, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8906, loss_cls: 1.1481, loss: 1.1481, grad_norm: 9.5803 2020-10-11 18:16:00,669 - mmaction - INFO - Epoch [33][120/2640] lr: 1.000e-03, eta: 10:57:23, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8914, loss_cls: 1.1893, loss: 1.1893, grad_norm: 10.0641 2020-10-11 18:16:17,083 - mmaction - INFO - Epoch [33][140/2640] lr: 1.000e-03, eta: 10:57:06, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8984, loss_cls: 1.1376, loss: 1.1376, grad_norm: 9.4965 2020-10-11 18:16:33,460 - mmaction - INFO - Epoch [33][160/2640] lr: 1.000e-03, eta: 10:56:49, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9047, loss_cls: 1.0899, loss: 1.0899, grad_norm: 9.6250 2020-10-11 18:16:50,286 - mmaction - INFO - Epoch [33][180/2640] lr: 1.000e-03, eta: 10:56:32, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9055, loss_cls: 1.0650, loss: 1.0650, grad_norm: 9.5000 2020-10-11 18:17:06,826 - mmaction - INFO - Epoch [33][200/2640] lr: 1.000e-03, eta: 10:56:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1456, loss: 1.1456, grad_norm: 9.9662 2020-10-11 18:17:23,257 - mmaction - INFO - Epoch [33][220/2640] lr: 1.000e-03, eta: 10:55:59, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9102, loss_cls: 1.0530, loss: 1.0530, grad_norm: 9.2306 2020-10-11 18:17:39,774 - mmaction - INFO - Epoch [33][240/2640] lr: 1.000e-03, eta: 10:55:42, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8859, loss_cls: 1.1878, loss: 1.1878, grad_norm: 10.2538 2020-10-11 18:17:56,222 - mmaction - INFO - Epoch [33][260/2640] lr: 1.000e-03, eta: 10:55:26, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8984, loss_cls: 1.0982, loss: 1.0982, grad_norm: 9.6190 2020-10-11 18:18:12,818 - mmaction - INFO - Epoch [33][280/2640] lr: 1.000e-03, eta: 10:55:09, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9156, loss_cls: 1.0711, loss: 1.0711, grad_norm: 9.9036 2020-10-11 18:18:29,349 - mmaction - INFO - Epoch [33][300/2640] lr: 1.000e-03, eta: 10:54:52, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8836, loss_cls: 1.1391, loss: 1.1391, grad_norm: 9.6861 2020-10-11 18:18:45,791 - mmaction - INFO - Epoch [33][320/2640] lr: 1.000e-03, eta: 10:54:35, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.0922, loss: 1.0922, grad_norm: 9.6439 2020-10-11 18:19:02,364 - mmaction - INFO - Epoch [33][340/2640] lr: 1.000e-03, eta: 10:54:19, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8891, loss_cls: 1.1604, loss: 1.1604, grad_norm: 10.0414 2020-10-11 18:19:18,955 - mmaction - INFO - Epoch [33][360/2640] lr: 1.000e-03, eta: 10:54:02, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1230, loss: 1.1230, grad_norm: 9.7359 2020-10-11 18:19:35,316 - mmaction - INFO - Epoch [33][380/2640] lr: 1.000e-03, eta: 10:53:45, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8984, loss_cls: 1.1475, loss: 1.1475, grad_norm: 10.0195 2020-10-11 18:19:51,692 - mmaction - INFO - Epoch [33][400/2640] lr: 1.000e-03, eta: 10:53:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9117, loss_cls: 1.1006, loss: 1.1006, grad_norm: 9.6249 2020-10-11 18:20:08,265 - mmaction - INFO - Epoch [33][420/2640] lr: 1.000e-03, eta: 10:53:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.1740, loss: 1.1740, grad_norm: 9.6960 2020-10-11 18:20:24,665 - mmaction - INFO - Epoch [33][440/2640] lr: 1.000e-03, eta: 10:52:55, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1140, loss: 1.1140, grad_norm: 9.7450 2020-10-11 18:20:41,107 - mmaction - INFO - Epoch [33][460/2640] lr: 1.000e-03, eta: 10:52:38, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9062, loss_cls: 1.0991, loss: 1.0991, grad_norm: 9.8516 2020-10-11 18:20:57,481 - mmaction - INFO - Epoch [33][480/2640] lr: 1.000e-03, eta: 10:52:22, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8922, loss_cls: 1.1825, loss: 1.1825, grad_norm: 10.3036 2020-10-11 18:21:14,077 - mmaction - INFO - Epoch [33][500/2640] lr: 1.000e-03, eta: 10:52:05, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9047, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.7204 2020-10-11 18:21:30,613 - mmaction - INFO - Epoch [33][520/2640] lr: 1.000e-03, eta: 10:51:48, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.0672, loss: 1.0672, grad_norm: 9.5345 2020-10-11 18:21:47,050 - mmaction - INFO - Epoch [33][540/2640] lr: 1.000e-03, eta: 10:51:31, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9047, loss_cls: 1.0840, loss: 1.0840, grad_norm: 9.7810 2020-10-11 18:22:03,581 - mmaction - INFO - Epoch [33][560/2640] lr: 1.000e-03, eta: 10:51:15, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.6904 2020-10-11 18:22:20,000 - mmaction - INFO - Epoch [33][580/2640] lr: 1.000e-03, eta: 10:50:58, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8953, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.9885 2020-10-11 18:22:36,570 - mmaction - INFO - Epoch [33][600/2640] lr: 1.000e-03, eta: 10:50:41, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8859, loss_cls: 1.1812, loss: 1.1812, grad_norm: 9.5577 2020-10-11 18:22:52,934 - mmaction - INFO - Epoch [33][620/2640] lr: 1.000e-03, eta: 10:50:24, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6891, top5_acc: 0.9062, loss_cls: 1.1533, loss: 1.1533, grad_norm: 10.2346 2020-10-11 18:23:09,367 - mmaction - INFO - Epoch [33][640/2640] lr: 1.000e-03, eta: 10:50:08, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8898, loss_cls: 1.1634, loss: 1.1634, grad_norm: 10.0865 2020-10-11 18:23:25,963 - mmaction - INFO - Epoch [33][660/2640] lr: 1.000e-03, eta: 10:49:51, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8984, loss_cls: 1.1810, loss: 1.1810, grad_norm: 10.2884 2020-10-11 18:23:42,328 - mmaction - INFO - Epoch [33][680/2640] lr: 1.000e-03, eta: 10:49:34, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8766, loss_cls: 1.2063, loss: 1.2063, grad_norm: 9.9836 2020-10-11 18:23:58,695 - mmaction - INFO - Epoch [33][700/2640] lr: 1.000e-03, eta: 10:49:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8875, loss_cls: 1.1656, loss: 1.1656, grad_norm: 10.0047 2020-10-11 18:24:15,324 - mmaction - INFO - Epoch [33][720/2640] lr: 1.000e-03, eta: 10:49:01, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.0873, loss: 1.0873, grad_norm: 9.8314 2020-10-11 18:24:31,888 - mmaction - INFO - Epoch [33][740/2640] lr: 1.000e-03, eta: 10:48:44, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8914, loss_cls: 1.1784, loss: 1.1784, grad_norm: 10.1574 2020-10-11 18:24:48,308 - mmaction - INFO - Epoch [33][760/2640] lr: 1.000e-03, eta: 10:48:27, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1451, loss: 1.1451, grad_norm: 9.9389 2020-10-11 18:25:04,873 - mmaction - INFO - Epoch [33][780/2640] lr: 1.000e-03, eta: 10:48:11, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.9552 2020-10-11 18:25:21,365 - mmaction - INFO - Epoch [33][800/2640] lr: 1.000e-03, eta: 10:47:54, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9000, loss_cls: 1.1127, loss: 1.1127, grad_norm: 9.7207 2020-10-11 18:25:37,841 - mmaction - INFO - Epoch [33][820/2640] lr: 1.000e-03, eta: 10:47:37, time: 0.822, data_time: 0.001, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8914, loss_cls: 1.1655, loss: 1.1655, grad_norm: 10.0312 2020-10-11 18:25:54,491 - mmaction - INFO - Epoch [33][840/2640] lr: 1.000e-03, eta: 10:47:21, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7133, top5_acc: 0.8867, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.9688 2020-10-11 18:26:11,041 - mmaction - INFO - Epoch [33][860/2640] lr: 1.000e-03, eta: 10:47:04, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8938, loss_cls: 1.1563, loss: 1.1563, grad_norm: 10.1446 2020-10-11 18:26:27,624 - mmaction - INFO - Epoch [33][880/2640] lr: 1.000e-03, eta: 10:46:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8977, loss_cls: 1.1303, loss: 1.1303, grad_norm: 9.9728 2020-10-11 18:26:43,969 - mmaction - INFO - Epoch [33][900/2640] lr: 1.000e-03, eta: 10:46:30, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.6906, top5_acc: 0.9023, loss_cls: 1.1210, loss: 1.1210, grad_norm: 9.9231 2020-10-11 18:27:00,352 - mmaction - INFO - Epoch [33][920/2640] lr: 1.000e-03, eta: 10:46:14, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8938, loss_cls: 1.1287, loss: 1.1287, grad_norm: 9.9752 2020-10-11 18:27:17,013 - mmaction - INFO - Epoch [33][940/2640] lr: 1.000e-03, eta: 10:45:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8992, loss_cls: 1.1722, loss: 1.1722, grad_norm: 10.1063 2020-10-11 18:27:33,591 - mmaction - INFO - Epoch [33][960/2640] lr: 1.000e-03, eta: 10:45:40, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.9355 2020-10-11 18:27:50,042 - mmaction - INFO - Epoch [33][980/2640] lr: 1.000e-03, eta: 10:45:24, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7133, top5_acc: 0.8875, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.6470 2020-10-11 18:28:06,555 - mmaction - INFO - Epoch [33][1000/2640] lr: 1.000e-03, eta: 10:45:07, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8891, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.5505 2020-10-11 18:28:23,075 - mmaction - INFO - Epoch [33][1020/2640] lr: 1.000e-03, eta: 10:44:50, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8930, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.6993 2020-10-11 18:28:39,606 - mmaction - INFO - Epoch [33][1040/2640] lr: 1.000e-03, eta: 10:44:33, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8922, loss_cls: 1.1479, loss: 1.1479, grad_norm: 10.2192 2020-10-11 18:28:56,079 - mmaction - INFO - Epoch [33][1060/2640] lr: 1.000e-03, eta: 10:44:17, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8914, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.6265 2020-10-11 18:29:12,475 - mmaction - INFO - Epoch [33][1080/2640] lr: 1.000e-03, eta: 10:44:00, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9070, loss_cls: 1.0508, loss: 1.0508, grad_norm: 9.4311 2020-10-11 18:29:28,862 - mmaction - INFO - Epoch [33][1100/2640] lr: 1.000e-03, eta: 10:43:43, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8914, loss_cls: 1.1530, loss: 1.1530, grad_norm: 9.9933 2020-10-11 18:29:45,448 - mmaction - INFO - Epoch [33][1120/2640] lr: 1.000e-03, eta: 10:43:26, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8898, loss_cls: 1.1581, loss: 1.1581, grad_norm: 10.1326 2020-10-11 18:30:02,076 - mmaction - INFO - Epoch [33][1140/2640] lr: 1.000e-03, eta: 10:43:10, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8797, loss_cls: 1.1924, loss: 1.1924, grad_norm: 10.1251 2020-10-11 18:30:18,413 - mmaction - INFO - Epoch [33][1160/2640] lr: 1.000e-03, eta: 10:42:53, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.1518, loss: 1.1518, grad_norm: 10.1154 2020-10-11 18:30:34,819 - mmaction - INFO - Epoch [33][1180/2640] lr: 1.000e-03, eta: 10:42:36, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1315, loss: 1.1315, grad_norm: 9.7763 2020-10-11 18:30:51,219 - mmaction - INFO - Epoch [33][1200/2640] lr: 1.000e-03, eta: 10:42:19, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8953, loss_cls: 1.1883, loss: 1.1883, grad_norm: 10.0120 2020-10-11 18:31:07,834 - mmaction - INFO - Epoch [33][1220/2640] lr: 1.000e-03, eta: 10:42:03, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8938, loss_cls: 1.1235, loss: 1.1235, grad_norm: 10.0111 2020-10-11 18:31:24,359 - mmaction - INFO - Epoch [33][1240/2640] lr: 1.000e-03, eta: 10:41:46, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8906, loss_cls: 1.1700, loss: 1.1700, grad_norm: 10.0387 2020-10-11 18:31:40,766 - mmaction - INFO - Epoch [33][1260/2640] lr: 1.000e-03, eta: 10:41:29, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1512, loss: 1.1512, grad_norm: 10.0059 2020-10-11 18:31:57,348 - mmaction - INFO - Epoch [33][1280/2640] lr: 1.000e-03, eta: 10:41:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9008, loss_cls: 1.1292, loss: 1.1292, grad_norm: 10.2503 2020-10-11 18:32:13,713 - mmaction - INFO - Epoch [33][1300/2640] lr: 1.000e-03, eta: 10:40:56, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8961, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.6590 2020-10-11 18:32:30,316 - mmaction - INFO - Epoch [33][1320/2640] lr: 1.000e-03, eta: 10:40:39, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8695, loss_cls: 1.2272, loss: 1.2272, grad_norm: 9.8179 2020-10-11 18:32:46,711 - mmaction - INFO - Epoch [33][1340/2640] lr: 1.000e-03, eta: 10:40:22, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8703, loss_cls: 1.2448, loss: 1.2448, grad_norm: 10.6994 2020-10-11 18:33:03,312 - mmaction - INFO - Epoch [33][1360/2640] lr: 1.000e-03, eta: 10:40:06, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8852, loss_cls: 1.1347, loss: 1.1347, grad_norm: 9.7590 2020-10-11 18:33:19,649 - mmaction - INFO - Epoch [33][1380/2640] lr: 1.000e-03, eta: 10:39:49, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8930, loss_cls: 1.1441, loss: 1.1441, grad_norm: 9.8495 2020-10-11 18:33:36,107 - mmaction - INFO - Epoch [33][1400/2640] lr: 1.000e-03, eta: 10:39:32, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7078, top5_acc: 0.9031, loss_cls: 1.1161, loss: 1.1161, grad_norm: 9.7047 2020-10-11 18:33:52,593 - mmaction - INFO - Epoch [33][1420/2640] lr: 1.000e-03, eta: 10:39:16, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.1389, loss: 1.1389, grad_norm: 9.9420 2020-10-11 18:34:09,267 - mmaction - INFO - Epoch [33][1440/2640] lr: 1.000e-03, eta: 10:38:59, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8969, loss_cls: 1.1155, loss: 1.1155, grad_norm: 9.3762 2020-10-11 18:34:25,618 - mmaction - INFO - Epoch [33][1460/2640] lr: 1.000e-03, eta: 10:38:42, time: 0.821, data_time: 0.007, memory: 9800, top1_acc: 0.7000, top5_acc: 0.9062, loss_cls: 1.0777, loss: 1.0777, grad_norm: 9.7410 2020-10-11 18:34:42,198 - mmaction - INFO - Epoch [33][1480/2640] lr: 1.000e-03, eta: 10:38:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8930, loss_cls: 1.1453, loss: 1.1453, grad_norm: 9.8368 2020-10-11 18:34:58,588 - mmaction - INFO - Epoch [33][1500/2640] lr: 1.000e-03, eta: 10:38:09, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8812, loss_cls: 1.1840, loss: 1.1840, grad_norm: 10.2952 2020-10-11 18:35:14,988 - mmaction - INFO - Epoch [33][1520/2640] lr: 1.000e-03, eta: 10:37:52, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.6711, top5_acc: 0.8898, loss_cls: 1.1818, loss: 1.1818, grad_norm: 10.6741 2020-10-11 18:35:31,550 - mmaction - INFO - Epoch [33][1540/2640] lr: 1.000e-03, eta: 10:37:35, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8766, loss_cls: 1.1982, loss: 1.1982, grad_norm: 10.0479 2020-10-11 18:35:47,986 - mmaction - INFO - Epoch [33][1560/2640] lr: 1.000e-03, eta: 10:37:18, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8836, loss_cls: 1.2275, loss: 1.2275, grad_norm: 10.4658 2020-10-11 18:36:04,514 - mmaction - INFO - Epoch [33][1580/2640] lr: 1.000e-03, eta: 10:37:02, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8969, loss_cls: 1.1682, loss: 1.1682, grad_norm: 10.3253 2020-10-11 18:36:21,018 - mmaction - INFO - Epoch [33][1600/2640] lr: 1.000e-03, eta: 10:36:45, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8914, loss_cls: 1.1819, loss: 1.1819, grad_norm: 9.8592 2020-10-11 18:36:37,507 - mmaction - INFO - Epoch [33][1620/2640] lr: 1.000e-03, eta: 10:36:28, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1886, loss: 1.1886, grad_norm: 10.0642 2020-10-11 18:36:53,935 - mmaction - INFO - Epoch [33][1640/2640] lr: 1.000e-03, eta: 10:36:12, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9078, loss_cls: 1.0605, loss: 1.0605, grad_norm: 9.5473 2020-10-11 18:37:10,509 - mmaction - INFO - Epoch [33][1660/2640] lr: 1.000e-03, eta: 10:35:55, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8867, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.9470 2020-10-11 18:37:26,845 - mmaction - INFO - Epoch [33][1680/2640] lr: 1.000e-03, eta: 10:35:38, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8984, loss_cls: 1.1497, loss: 1.1497, grad_norm: 10.3759 2020-10-11 18:37:43,314 - mmaction - INFO - Epoch [33][1700/2640] lr: 1.000e-03, eta: 10:35:21, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8945, loss_cls: 1.1694, loss: 1.1694, grad_norm: 10.3607 2020-10-11 18:37:59,647 - mmaction - INFO - Epoch [33][1720/2640] lr: 1.000e-03, eta: 10:35:05, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.0939, loss: 1.0939, grad_norm: 9.9362 2020-10-11 18:38:16,242 - mmaction - INFO - Epoch [33][1740/2640] lr: 1.000e-03, eta: 10:34:48, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9008, loss_cls: 1.1638, loss: 1.1638, grad_norm: 10.1089 2020-10-11 18:38:32,813 - mmaction - INFO - Epoch [33][1760/2640] lr: 1.000e-03, eta: 10:34:31, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8883, loss_cls: 1.1828, loss: 1.1828, grad_norm: 10.1844 2020-10-11 18:38:49,222 - mmaction - INFO - Epoch [33][1780/2640] lr: 1.000e-03, eta: 10:34:14, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0729, loss: 1.0729, grad_norm: 9.7109 2020-10-11 18:39:05,799 - mmaction - INFO - Epoch [33][1800/2640] lr: 1.000e-03, eta: 10:33:58, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8875, loss_cls: 1.1789, loss: 1.1789, grad_norm: 10.3930 2020-10-11 18:39:22,183 - mmaction - INFO - Epoch [33][1820/2640] lr: 1.000e-03, eta: 10:33:41, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.6703, top5_acc: 0.8828, loss_cls: 1.2262, loss: 1.2262, grad_norm: 10.9287 2020-10-11 18:39:38,585 - mmaction - INFO - Epoch [33][1840/2640] lr: 1.000e-03, eta: 10:33:24, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.9023, loss_cls: 1.1304, loss: 1.1304, grad_norm: 10.1161 2020-10-11 18:39:54,937 - mmaction - INFO - Epoch [33][1860/2640] lr: 1.000e-03, eta: 10:33:07, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9062, loss_cls: 1.0630, loss: 1.0630, grad_norm: 9.9868 2020-10-11 18:40:11,370 - mmaction - INFO - Epoch [33][1880/2640] lr: 1.000e-03, eta: 10:32:51, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8820, loss_cls: 1.2513, loss: 1.2513, grad_norm: 10.7390 2020-10-11 18:40:27,898 - mmaction - INFO - Epoch [33][1900/2640] lr: 1.000e-03, eta: 10:32:34, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.9125, loss_cls: 1.0924, loss: 1.0924, grad_norm: 9.9450 2020-10-11 18:40:44,529 - mmaction - INFO - Epoch [33][1920/2640] lr: 1.000e-03, eta: 10:32:17, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.2040, loss: 1.2040, grad_norm: 10.4708 2020-10-11 18:41:00,914 - mmaction - INFO - Epoch [33][1940/2640] lr: 1.000e-03, eta: 10:32:01, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9016, loss_cls: 1.0805, loss: 1.0805, grad_norm: 9.8835 2020-10-11 18:41:17,525 - mmaction - INFO - Epoch [33][1960/2640] lr: 1.000e-03, eta: 10:31:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8906, loss_cls: 1.2018, loss: 1.2018, grad_norm: 10.2176 2020-10-11 18:41:34,059 - mmaction - INFO - Epoch [33][1980/2640] lr: 1.000e-03, eta: 10:31:27, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9055, loss_cls: 1.1128, loss: 1.1128, grad_norm: 10.0372 2020-10-11 18:41:50,497 - mmaction - INFO - Epoch [33][2000/2640] lr: 1.000e-03, eta: 10:31:11, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8914, loss_cls: 1.1349, loss: 1.1349, grad_norm: 9.6176 2020-10-11 18:42:07,119 - mmaction - INFO - Epoch [33][2020/2640] lr: 1.000e-03, eta: 10:30:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1154, loss: 1.1154, grad_norm: 9.8356 2020-10-11 18:42:23,640 - mmaction - INFO - Epoch [33][2040/2640] lr: 1.000e-03, eta: 10:30:37, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8820, loss_cls: 1.2262, loss: 1.2262, grad_norm: 10.3461 2020-10-11 18:42:40,258 - mmaction - INFO - Epoch [33][2060/2640] lr: 1.000e-03, eta: 10:30:21, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8961, loss_cls: 1.1633, loss: 1.1633, grad_norm: 10.0517 2020-10-11 18:42:56,622 - mmaction - INFO - Epoch [33][2080/2640] lr: 1.000e-03, eta: 10:30:04, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8891, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.9422 2020-10-11 18:43:13,042 - mmaction - INFO - Epoch [33][2100/2640] lr: 1.000e-03, eta: 10:29:47, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8812, loss_cls: 1.1571, loss: 1.1571, grad_norm: 9.9153 2020-10-11 18:43:29,576 - mmaction - INFO - Epoch [33][2120/2640] lr: 1.000e-03, eta: 10:29:30, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9055, loss_cls: 1.1554, loss: 1.1554, grad_norm: 10.1124 2020-10-11 18:43:46,207 - mmaction - INFO - Epoch [33][2140/2640] lr: 1.000e-03, eta: 10:29:14, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8797, loss_cls: 1.2268, loss: 1.2268, grad_norm: 10.4066 2020-10-11 18:44:02,753 - mmaction - INFO - Epoch [33][2160/2640] lr: 1.000e-03, eta: 10:28:57, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6625, top5_acc: 0.8930, loss_cls: 1.2093, loss: 1.2093, grad_norm: 10.1171 2020-10-11 18:44:19,164 - mmaction - INFO - Epoch [33][2180/2640] lr: 1.000e-03, eta: 10:28:40, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8852, loss_cls: 1.1503, loss: 1.1503, grad_norm: 9.9513 2020-10-11 18:44:35,924 - mmaction - INFO - Epoch [33][2200/2640] lr: 1.000e-03, eta: 10:28:24, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8898, loss_cls: 1.1692, loss: 1.1692, grad_norm: 10.0948 2020-10-11 18:44:52,327 - mmaction - INFO - Epoch [33][2220/2640] lr: 1.000e-03, eta: 10:28:07, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6992, top5_acc: 0.9023, loss_cls: 1.0907, loss: 1.0907, grad_norm: 10.1271 2020-10-11 18:45:08,958 - mmaction - INFO - Epoch [33][2240/2640] lr: 1.000e-03, eta: 10:27:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8945, loss_cls: 1.1141, loss: 1.1141, grad_norm: 10.0185 2020-10-11 18:45:25,508 - mmaction - INFO - Epoch [33][2260/2640] lr: 1.000e-03, eta: 10:27:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.1378, loss: 1.1378, grad_norm: 10.1612 2020-10-11 18:45:41,927 - mmaction - INFO - Epoch [33][2280/2640] lr: 1.000e-03, eta: 10:27:17, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8922, loss_cls: 1.1757, loss: 1.1757, grad_norm: 10.1882 2020-10-11 18:45:58,283 - mmaction - INFO - Epoch [33][2300/2640] lr: 1.000e-03, eta: 10:27:00, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8844, loss_cls: 1.1799, loss: 1.1799, grad_norm: 10.1034 2020-10-11 18:46:14,877 - mmaction - INFO - Epoch [33][2320/2640] lr: 1.000e-03, eta: 10:26:43, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.1212, loss: 1.1212, grad_norm: 9.8038 2020-10-11 18:46:31,226 - mmaction - INFO - Epoch [33][2340/2640] lr: 1.000e-03, eta: 10:26:27, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8852, loss_cls: 1.1960, loss: 1.1960, grad_norm: 10.1514 2020-10-11 18:46:47,879 - mmaction - INFO - Epoch [33][2360/2640] lr: 1.000e-03, eta: 10:26:10, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1507, loss: 1.1507, grad_norm: 9.6372 2020-10-11 18:47:04,209 - mmaction - INFO - Epoch [33][2380/2640] lr: 1.000e-03, eta: 10:25:53, time: 0.819, data_time: 0.007, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.1059, loss: 1.1059, grad_norm: 10.0118 2020-10-11 18:47:20,637 - mmaction - INFO - Epoch [33][2400/2640] lr: 1.000e-03, eta: 10:25:36, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.1298, loss: 1.1298, grad_norm: 9.9680 2020-10-11 18:47:37,093 - mmaction - INFO - Epoch [33][2420/2640] lr: 1.000e-03, eta: 10:25:20, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1577, loss: 1.1577, grad_norm: 9.9478 2020-10-11 18:47:53,591 - mmaction - INFO - Epoch [33][2440/2640] lr: 1.000e-03, eta: 10:25:03, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6859, top5_acc: 0.9086, loss_cls: 1.1804, loss: 1.1804, grad_norm: 10.0929 2020-10-11 18:48:10,197 - mmaction - INFO - Epoch [33][2460/2640] lr: 1.000e-03, eta: 10:24:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8836, loss_cls: 1.1899, loss: 1.1899, grad_norm: 10.1690 2020-10-11 18:48:26,639 - mmaction - INFO - Epoch [33][2480/2640] lr: 1.000e-03, eta: 10:24:30, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1988, loss: 1.1988, grad_norm: 9.8991 2020-10-11 18:48:43,259 - mmaction - INFO - Epoch [33][2500/2640] lr: 1.000e-03, eta: 10:24:13, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8984, loss_cls: 1.1236, loss: 1.1236, grad_norm: 9.9114 2020-10-11 18:48:59,750 - mmaction - INFO - Epoch [33][2520/2640] lr: 1.000e-03, eta: 10:23:56, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9047, loss_cls: 1.1153, loss: 1.1153, grad_norm: 10.3249 2020-10-11 18:49:16,187 - mmaction - INFO - Epoch [33][2540/2640] lr: 1.000e-03, eta: 10:23:39, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9016, loss_cls: 1.1221, loss: 1.1221, grad_norm: 9.7004 2020-10-11 18:49:32,698 - mmaction - INFO - Epoch [33][2560/2640] lr: 1.000e-03, eta: 10:23:23, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.1688, loss: 1.1688, grad_norm: 10.3064 2020-10-11 18:49:49,152 - mmaction - INFO - Epoch [33][2580/2640] lr: 1.000e-03, eta: 10:23:06, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8930, loss_cls: 1.1426, loss: 1.1426, grad_norm: 9.9285 2020-10-11 18:50:05,687 - mmaction - INFO - Epoch [33][2600/2640] lr: 1.000e-03, eta: 10:22:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8914, loss_cls: 1.1373, loss: 1.1373, grad_norm: 9.9591 2020-10-11 18:50:22,059 - mmaction - INFO - Epoch [33][2620/2640] lr: 1.000e-03, eta: 10:22:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6703, top5_acc: 0.9008, loss_cls: 1.1444, loss: 1.1444, grad_norm: 10.1120 2020-10-11 18:50:38,038 - mmaction - INFO - Epoch [33][2640/2640] lr: 1.000e-03, eta: 10:22:16, time: 0.799, data_time: 0.005, memory: 9800, top1_acc: 0.7097, top5_acc: 0.8871, loss_cls: 1.1348, loss: 1.1348, grad_norm: 10.0863 2020-10-11 18:50:38,332 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-10-11 18:51:05,068 - mmaction - INFO - Epoch [34][20/2640] lr: 1.000e-03, eta: 10:22:03, time: 1.217, data_time: 0.393, memory: 9800, top1_acc: 0.6930, top5_acc: 0.9000, loss_cls: 1.1389, loss: 1.1389, grad_norm: 10.1471 2020-10-11 18:51:21,435 - mmaction - INFO - Epoch [34][40/2640] lr: 1.000e-03, eta: 10:21:46, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8938, loss_cls: 1.1087, loss: 1.1087, grad_norm: 9.8044 2020-10-11 18:51:37,844 - mmaction - INFO - Epoch [34][60/2640] lr: 1.000e-03, eta: 10:21:29, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8984, loss_cls: 1.0711, loss: 1.0711, grad_norm: 9.6289 2020-10-11 18:51:54,234 - mmaction - INFO - Epoch [34][80/2640] lr: 1.000e-03, eta: 10:21:13, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8891, loss_cls: 1.1662, loss: 1.1662, grad_norm: 9.9960 2020-10-11 18:52:10,648 - mmaction - INFO - Epoch [34][100/2640] lr: 1.000e-03, eta: 10:20:56, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8969, loss_cls: 1.1132, loss: 1.1132, grad_norm: 10.2647 2020-10-11 18:52:27,194 - mmaction - INFO - Epoch [34][120/2640] lr: 1.000e-03, eta: 10:20:39, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8945, loss_cls: 1.0836, loss: 1.0836, grad_norm: 9.8426 2020-10-11 18:52:43,628 - mmaction - INFO - Epoch [34][140/2640] lr: 1.000e-03, eta: 10:20:22, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9008, loss_cls: 1.0838, loss: 1.0838, grad_norm: 9.7518 2020-10-11 18:53:00,184 - mmaction - INFO - Epoch [34][160/2640] lr: 1.000e-03, eta: 10:20:06, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.7998 2020-10-11 18:53:16,635 - mmaction - INFO - Epoch [34][180/2640] lr: 1.000e-03, eta: 10:19:49, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9117, loss_cls: 1.0511, loss: 1.0511, grad_norm: 9.9531 2020-10-11 18:53:33,221 - mmaction - INFO - Epoch [34][200/2640] lr: 1.000e-03, eta: 10:19:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8992, loss_cls: 1.1048, loss: 1.1048, grad_norm: 10.1459 2020-10-11 18:53:49,752 - mmaction - INFO - Epoch [34][220/2640] lr: 1.000e-03, eta: 10:19:16, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.6914, top5_acc: 0.9023, loss_cls: 1.1398, loss: 1.1398, grad_norm: 10.4091 2020-10-11 18:54:06,138 - mmaction - INFO - Epoch [34][240/2640] lr: 1.000e-03, eta: 10:18:59, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8883, loss_cls: 1.1431, loss: 1.1431, grad_norm: 10.7556 2020-10-11 18:54:22,720 - mmaction - INFO - Epoch [34][260/2640] lr: 1.000e-03, eta: 10:18:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9055, loss_cls: 1.1339, loss: 1.1339, grad_norm: 10.1545 2020-10-11 18:54:39,104 - mmaction - INFO - Epoch [34][280/2640] lr: 1.000e-03, eta: 10:18:25, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8977, loss_cls: 1.1296, loss: 1.1296, grad_norm: 10.2394 2020-10-11 18:54:55,478 - mmaction - INFO - Epoch [34][300/2640] lr: 1.000e-03, eta: 10:18:09, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.1143, loss: 1.1143, grad_norm: 10.4633 2020-10-11 18:55:12,070 - mmaction - INFO - Epoch [34][320/2640] lr: 1.000e-03, eta: 10:17:52, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8969, loss_cls: 1.1792, loss: 1.1792, grad_norm: 10.4531 2020-10-11 18:55:28,464 - mmaction - INFO - Epoch [34][340/2640] lr: 1.000e-03, eta: 10:17:35, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8938, loss_cls: 1.1553, loss: 1.1553, grad_norm: 10.4694 2020-10-11 18:55:45,040 - mmaction - INFO - Epoch [34][360/2640] lr: 1.000e-03, eta: 10:17:18, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6766, top5_acc: 0.8930, loss_cls: 1.1815, loss: 1.1815, grad_norm: 10.6015 2020-10-11 18:56:01,460 - mmaction - INFO - Epoch [34][380/2640] lr: 1.000e-03, eta: 10:17:02, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8898, loss_cls: 1.1595, loss: 1.1595, grad_norm: 10.2288 2020-10-11 18:56:18,077 - mmaction - INFO - Epoch [34][400/2640] lr: 1.000e-03, eta: 10:16:45, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1451, loss: 1.1451, grad_norm: 10.0739 2020-10-11 18:56:34,632 - mmaction - INFO - Epoch [34][420/2640] lr: 1.000e-03, eta: 10:16:28, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9031, loss_cls: 1.0812, loss: 1.0812, grad_norm: 9.8955 2020-10-11 18:56:50,981 - mmaction - INFO - Epoch [34][440/2640] lr: 1.000e-03, eta: 10:16:12, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8914, loss_cls: 1.1258, loss: 1.1258, grad_norm: 10.3684 2020-10-11 18:57:07,399 - mmaction - INFO - Epoch [34][460/2640] lr: 1.000e-03, eta: 10:15:55, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.9070, loss_cls: 1.1050, loss: 1.1050, grad_norm: 10.2383 2020-10-11 18:57:23,976 - mmaction - INFO - Epoch [34][480/2640] lr: 1.000e-03, eta: 10:15:38, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8992, loss_cls: 1.0963, loss: 1.0963, grad_norm: 10.2940 2020-10-11 18:57:40,379 - mmaction - INFO - Epoch [34][500/2640] lr: 1.000e-03, eta: 10:15:21, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.1539, loss: 1.1539, grad_norm: 10.1363 2020-10-11 18:57:56,954 - mmaction - INFO - Epoch [34][520/2640] lr: 1.000e-03, eta: 10:15:05, time: 0.828, data_time: 0.012, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8945, loss_cls: 1.1475, loss: 1.1475, grad_norm: 10.3571 2020-10-11 18:58:13,598 - mmaction - INFO - Epoch [34][540/2640] lr: 1.000e-03, eta: 10:14:48, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8953, loss_cls: 1.1501, loss: 1.1501, grad_norm: 10.2721 2020-10-11 18:58:30,116 - mmaction - INFO - Epoch [34][560/2640] lr: 1.000e-03, eta: 10:14:31, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8922, loss_cls: 1.1659, loss: 1.1659, grad_norm: 10.4631 2020-10-11 18:58:46,569 - mmaction - INFO - Epoch [34][580/2640] lr: 1.000e-03, eta: 10:14:15, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8969, loss_cls: 1.1178, loss: 1.1178, grad_norm: 9.9610 2020-10-11 18:59:03,078 - mmaction - INFO - Epoch [34][600/2640] lr: 1.000e-03, eta: 10:13:58, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8977, loss_cls: 1.0862, loss: 1.0862, grad_norm: 9.8862 2020-10-11 18:59:19,483 - mmaction - INFO - Epoch [34][620/2640] lr: 1.000e-03, eta: 10:13:41, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1492, loss: 1.1492, grad_norm: 10.3325 2020-10-11 18:59:36,051 - mmaction - INFO - Epoch [34][640/2640] lr: 1.000e-03, eta: 10:13:25, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1572, loss: 1.1572, grad_norm: 10.2545 2020-10-11 18:59:52,464 - mmaction - INFO - Epoch [34][660/2640] lr: 1.000e-03, eta: 10:13:08, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9023, loss_cls: 1.1146, loss: 1.1146, grad_norm: 10.3612 2020-10-11 19:00:11,402 - mmaction - INFO - Epoch [34][680/2640] lr: 1.000e-03, eta: 10:12:52, time: 0.941, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8914, loss_cls: 1.1547, loss: 1.1547, grad_norm: 10.4114 2020-10-11 19:00:27,904 - mmaction - INFO - Epoch [34][700/2640] lr: 1.000e-03, eta: 10:12:36, time: 0.831, data_time: 0.013, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.1919, loss: 1.1919, grad_norm: 10.3597 2020-10-11 19:00:44,473 - mmaction - INFO - Epoch [34][720/2640] lr: 1.000e-03, eta: 10:12:19, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6859, top5_acc: 0.9055, loss_cls: 1.1320, loss: 1.1320, grad_norm: 10.2624 2020-10-11 19:01:00,843 - mmaction - INFO - Epoch [34][740/2640] lr: 1.000e-03, eta: 10:12:02, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8922, loss_cls: 1.1523, loss: 1.1523, grad_norm: 10.3353 2020-10-11 19:01:17,280 - mmaction - INFO - Epoch [34][760/2640] lr: 1.000e-03, eta: 10:11:45, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0888, loss: 1.0888, grad_norm: 9.8759 2020-10-11 19:01:33,871 - mmaction - INFO - Epoch [34][780/2640] lr: 1.000e-03, eta: 10:11:29, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1180, loss: 1.1180, grad_norm: 9.7863 2020-10-11 19:01:50,251 - mmaction - INFO - Epoch [34][800/2640] lr: 1.000e-03, eta: 10:11:12, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0923, loss: 1.0923, grad_norm: 10.0508 2020-10-11 19:02:06,868 - mmaction - INFO - Epoch [34][820/2640] lr: 1.000e-03, eta: 10:10:55, time: 0.828, data_time: 0.009, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8961, loss_cls: 1.1510, loss: 1.1510, grad_norm: 10.3049 2020-10-11 19:02:23,379 - mmaction - INFO - Epoch [34][840/2640] lr: 1.000e-03, eta: 10:10:39, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.1058, loss: 1.1058, grad_norm: 10.1549 2020-10-11 19:02:40,024 - mmaction - INFO - Epoch [34][860/2640] lr: 1.000e-03, eta: 10:10:22, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9086, loss_cls: 1.0927, loss: 1.0927, grad_norm: 10.3325 2020-10-11 19:02:56,343 - mmaction - INFO - Epoch [34][880/2640] lr: 1.000e-03, eta: 10:10:05, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9000, loss_cls: 1.0901, loss: 1.0901, grad_norm: 10.2464 2020-10-11 19:03:12,815 - mmaction - INFO - Epoch [34][900/2640] lr: 1.000e-03, eta: 10:09:48, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8781, loss_cls: 1.1977, loss: 1.1977, grad_norm: 10.2176 2020-10-11 19:03:29,352 - mmaction - INFO - Epoch [34][920/2640] lr: 1.000e-03, eta: 10:09:32, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8961, loss_cls: 1.1560, loss: 1.1560, grad_norm: 10.4133 2020-10-11 19:03:45,886 - mmaction - INFO - Epoch [34][940/2640] lr: 1.000e-03, eta: 10:09:15, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9031, loss_cls: 1.1285, loss: 1.1285, grad_norm: 10.3022 2020-10-11 19:04:02,336 - mmaction - INFO - Epoch [34][960/2640] lr: 1.000e-03, eta: 10:08:58, time: 0.826, data_time: 0.007, memory: 9800, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1305, loss: 1.1305, grad_norm: 10.0458 2020-10-11 19:04:18,754 - mmaction - INFO - Epoch [34][980/2640] lr: 1.000e-03, eta: 10:08:42, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8883, loss_cls: 1.1585, loss: 1.1585, grad_norm: 10.4106 2020-10-11 19:04:35,325 - mmaction - INFO - Epoch [34][1000/2640] lr: 1.000e-03, eta: 10:08:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.1184, loss: 1.1184, grad_norm: 10.1947 2020-10-11 19:04:51,665 - mmaction - INFO - Epoch [34][1020/2640] lr: 1.000e-03, eta: 10:08:08, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1334, loss: 1.1334, grad_norm: 9.7989 2020-10-11 19:05:08,300 - mmaction - INFO - Epoch [34][1040/2640] lr: 1.000e-03, eta: 10:07:52, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.1152, loss: 1.1152, grad_norm: 10.2248 2020-10-11 19:05:24,656 - mmaction - INFO - Epoch [34][1060/2640] lr: 1.000e-03, eta: 10:07:35, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7016, top5_acc: 0.9055, loss_cls: 1.1038, loss: 1.1038, grad_norm: 10.0146 2020-10-11 19:05:41,040 - mmaction - INFO - Epoch [34][1080/2640] lr: 1.000e-03, eta: 10:07:18, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1423, loss: 1.1423, grad_norm: 10.4195 2020-10-11 19:05:57,606 - mmaction - INFO - Epoch [34][1100/2640] lr: 1.000e-03, eta: 10:07:01, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9023, loss_cls: 1.0950, loss: 1.0950, grad_norm: 9.8898 2020-10-11 19:06:14,038 - mmaction - INFO - Epoch [34][1120/2640] lr: 1.000e-03, eta: 10:06:45, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9172, loss_cls: 1.0735, loss: 1.0735, grad_norm: 10.0357 2020-10-11 19:06:30,378 - mmaction - INFO - Epoch [34][1140/2640] lr: 1.000e-03, eta: 10:06:28, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7117, top5_acc: 0.8953, loss_cls: 1.1418, loss: 1.1418, grad_norm: 10.5928 2020-10-11 19:06:47,011 - mmaction - INFO - Epoch [34][1160/2640] lr: 1.000e-03, eta: 10:06:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8992, loss_cls: 1.1040, loss: 1.1040, grad_norm: 10.3000 2020-10-11 19:07:03,401 - mmaction - INFO - Epoch [34][1180/2640] lr: 1.000e-03, eta: 10:05:54, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8812, loss_cls: 1.2183, loss: 1.2183, grad_norm: 10.4512 2020-10-11 19:07:19,992 - mmaction - INFO - Epoch [34][1200/2640] lr: 1.000e-03, eta: 10:05:38, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8898, loss_cls: 1.1455, loss: 1.1455, grad_norm: 9.7481 2020-10-11 19:07:36,349 - mmaction - INFO - Epoch [34][1220/2640] lr: 1.000e-03, eta: 10:05:21, time: 0.821, data_time: 0.007, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1405, loss: 1.1405, grad_norm: 10.2429 2020-10-11 19:07:52,782 - mmaction - INFO - Epoch [34][1240/2640] lr: 1.000e-03, eta: 10:05:04, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8828, loss_cls: 1.2014, loss: 1.2014, grad_norm: 10.6932 2020-10-11 19:08:09,138 - mmaction - INFO - Epoch [34][1260/2640] lr: 1.000e-03, eta: 10:04:47, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.1112, loss: 1.1112, grad_norm: 10.0258 2020-10-11 19:08:25,706 - mmaction - INFO - Epoch [34][1280/2640] lr: 1.000e-03, eta: 10:04:31, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1664, loss: 1.1664, grad_norm: 10.4964 2020-10-11 19:08:42,090 - mmaction - INFO - Epoch [34][1300/2640] lr: 1.000e-03, eta: 10:04:14, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8977, loss_cls: 1.1430, loss: 1.1430, grad_norm: 10.4632 2020-10-11 19:08:58,447 - mmaction - INFO - Epoch [34][1320/2640] lr: 1.000e-03, eta: 10:03:57, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9070, loss_cls: 1.0736, loss: 1.0736, grad_norm: 10.0631 2020-10-11 19:09:14,956 - mmaction - INFO - Epoch [34][1340/2640] lr: 1.000e-03, eta: 10:03:40, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9156, loss_cls: 1.0707, loss: 1.0707, grad_norm: 10.3178 2020-10-11 19:09:31,452 - mmaction - INFO - Epoch [34][1360/2640] lr: 1.000e-03, eta: 10:03:24, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9047, loss_cls: 1.0900, loss: 1.0900, grad_norm: 10.1447 2020-10-11 19:09:47,867 - mmaction - INFO - Epoch [34][1380/2640] lr: 1.000e-03, eta: 10:03:07, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8938, loss_cls: 1.1424, loss: 1.1424, grad_norm: 10.1025 2020-10-11 19:10:04,472 - mmaction - INFO - Epoch [34][1400/2640] lr: 1.000e-03, eta: 10:02:50, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1508, loss: 1.1508, grad_norm: 10.4799 2020-10-11 19:10:20,911 - mmaction - INFO - Epoch [34][1420/2640] lr: 1.000e-03, eta: 10:02:34, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8961, loss_cls: 1.1318, loss: 1.1318, grad_norm: 10.1204 2020-10-11 19:10:37,470 - mmaction - INFO - Epoch [34][1440/2640] lr: 1.000e-03, eta: 10:02:17, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7172, top5_acc: 0.8891, loss_cls: 1.1015, loss: 1.1015, grad_norm: 10.0209 2020-10-11 19:10:54,006 - mmaction - INFO - Epoch [34][1460/2640] lr: 1.000e-03, eta: 10:02:00, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0484, loss: 1.0484, grad_norm: 10.1430 2020-10-11 19:11:10,395 - mmaction - INFO - Epoch [34][1480/2640] lr: 1.000e-03, eta: 10:01:44, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9094, loss_cls: 1.0637, loss: 1.0637, grad_norm: 10.3026 2020-10-11 19:11:26,960 - mmaction - INFO - Epoch [34][1500/2640] lr: 1.000e-03, eta: 10:01:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8875, loss_cls: 1.1702, loss: 1.1702, grad_norm: 10.2296 2020-10-11 19:11:43,380 - mmaction - INFO - Epoch [34][1520/2640] lr: 1.000e-03, eta: 10:01:10, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.6719, top5_acc: 0.8914, loss_cls: 1.2070, loss: 1.2070, grad_norm: 10.4605 2020-10-11 19:11:59,774 - mmaction - INFO - Epoch [34][1540/2640] lr: 1.000e-03, eta: 10:00:53, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6969, top5_acc: 0.9047, loss_cls: 1.1261, loss: 1.1261, grad_norm: 10.3200 2020-10-11 19:12:16,103 - mmaction - INFO - Epoch [34][1560/2640] lr: 1.000e-03, eta: 10:00:37, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.7188, top5_acc: 0.8977, loss_cls: 1.0811, loss: 1.0811, grad_norm: 10.3399 2020-10-11 19:12:32,580 - mmaction - INFO - Epoch [34][1580/2640] lr: 1.000e-03, eta: 10:00:20, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1213, loss: 1.1213, grad_norm: 10.1202 2020-10-11 19:12:49,107 - mmaction - INFO - Epoch [34][1600/2640] lr: 1.000e-03, eta: 10:00:03, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9102, loss_cls: 1.0313, loss: 1.0313, grad_norm: 10.1122 2020-10-11 19:13:05,700 - mmaction - INFO - Epoch [34][1620/2640] lr: 1.000e-03, eta: 9:59:46, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6727, top5_acc: 0.8750, loss_cls: 1.2261, loss: 1.2261, grad_norm: 10.7926 2020-10-11 19:13:22,079 - mmaction - INFO - Epoch [34][1640/2640] lr: 1.000e-03, eta: 9:59:30, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8906, loss_cls: 1.1513, loss: 1.1513, grad_norm: 10.1191 2020-10-11 19:13:38,531 - mmaction - INFO - Epoch [34][1660/2640] lr: 1.000e-03, eta: 9:59:13, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8844, loss_cls: 1.1160, loss: 1.1160, grad_norm: 10.2922 2020-10-11 19:13:54,855 - mmaction - INFO - Epoch [34][1680/2640] lr: 1.000e-03, eta: 9:58:56, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1359, loss: 1.1359, grad_norm: 10.5428 2020-10-11 19:14:11,458 - mmaction - INFO - Epoch [34][1700/2640] lr: 1.000e-03, eta: 9:58:40, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.9055, loss_cls: 1.1463, loss: 1.1463, grad_norm: 10.5193 2020-10-11 19:14:27,807 - mmaction - INFO - Epoch [34][1720/2640] lr: 1.000e-03, eta: 9:58:23, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8883, loss_cls: 1.1573, loss: 1.1573, grad_norm: 10.6070 2020-10-11 19:14:44,384 - mmaction - INFO - Epoch [34][1740/2640] lr: 1.000e-03, eta: 9:58:06, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8977, loss_cls: 1.1828, loss: 1.1828, grad_norm: 10.7896 2020-10-11 19:15:00,764 - mmaction - INFO - Epoch [34][1760/2640] lr: 1.000e-03, eta: 9:57:49, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0946, loss: 1.0946, grad_norm: 10.1903 2020-10-11 19:15:17,185 - mmaction - INFO - Epoch [34][1780/2640] lr: 1.000e-03, eta: 9:57:33, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9055, loss_cls: 1.1181, loss: 1.1181, grad_norm: 10.4655 2020-10-11 19:15:33,765 - mmaction - INFO - Epoch [34][1800/2640] lr: 1.000e-03, eta: 9:57:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8906, loss_cls: 1.1592, loss: 1.1592, grad_norm: 10.2211 2020-10-11 19:15:50,123 - mmaction - INFO - Epoch [34][1820/2640] lr: 1.000e-03, eta: 9:56:59, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8820, loss_cls: 1.2470, loss: 1.2470, grad_norm: 10.7312 2020-10-11 19:16:06,600 - mmaction - INFO - Epoch [34][1840/2640] lr: 1.000e-03, eta: 9:56:42, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0837, loss: 1.0837, grad_norm: 10.5153 2020-10-11 19:16:23,121 - mmaction - INFO - Epoch [34][1860/2640] lr: 1.000e-03, eta: 9:56:26, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1457, loss: 1.1457, grad_norm: 10.1365 2020-10-11 19:16:39,504 - mmaction - INFO - Epoch [34][1880/2640] lr: 1.000e-03, eta: 9:56:09, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8945, loss_cls: 1.1536, loss: 1.1536, grad_norm: 10.1740 2020-10-11 19:16:55,896 - mmaction - INFO - Epoch [34][1900/2640] lr: 1.000e-03, eta: 9:55:52, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8844, loss_cls: 1.2074, loss: 1.2074, grad_norm: 10.3206 2020-10-11 19:17:12,499 - mmaction - INFO - Epoch [34][1920/2640] lr: 1.000e-03, eta: 9:55:36, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9086, loss_cls: 1.0800, loss: 1.0800, grad_norm: 10.1269 2020-10-11 19:17:28,874 - mmaction - INFO - Epoch [34][1940/2640] lr: 1.000e-03, eta: 9:55:19, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8938, loss_cls: 1.0982, loss: 1.0982, grad_norm: 10.1169 2020-10-11 19:17:45,292 - mmaction - INFO - Epoch [34][1960/2640] lr: 1.000e-03, eta: 9:55:02, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9016, loss_cls: 1.1118, loss: 1.1118, grad_norm: 10.0772 2020-10-11 19:18:01,833 - mmaction - INFO - Epoch [34][1980/2640] lr: 1.000e-03, eta: 9:54:45, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8930, loss_cls: 1.1137, loss: 1.1137, grad_norm: 10.1150 2020-10-11 19:18:18,468 - mmaction - INFO - Epoch [34][2000/2640] lr: 1.000e-03, eta: 9:54:29, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8953, loss_cls: 1.1450, loss: 1.1450, grad_norm: 10.4098 2020-10-11 19:18:34,817 - mmaction - INFO - Epoch [34][2020/2640] lr: 1.000e-03, eta: 9:54:12, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1655, loss: 1.1655, grad_norm: 10.7337 2020-10-11 19:18:51,198 - mmaction - INFO - Epoch [34][2040/2640] lr: 1.000e-03, eta: 9:53:55, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1506, loss: 1.1506, grad_norm: 10.1788 2020-10-11 19:19:07,615 - mmaction - INFO - Epoch [34][2060/2640] lr: 1.000e-03, eta: 9:53:38, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.8898, loss_cls: 1.0979, loss: 1.0979, grad_norm: 10.0145 2020-10-11 19:19:23,990 - mmaction - INFO - Epoch [34][2080/2640] lr: 1.000e-03, eta: 9:53:22, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9094, loss_cls: 1.0503, loss: 1.0503, grad_norm: 9.7943 2020-10-11 19:19:40,836 - mmaction - INFO - Epoch [34][2100/2640] lr: 1.000e-03, eta: 9:53:05, time: 0.842, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8852, loss_cls: 1.1796, loss: 1.1796, grad_norm: 10.4992 2020-10-11 19:19:57,177 - mmaction - INFO - Epoch [34][2120/2640] lr: 1.000e-03, eta: 9:52:48, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8992, loss_cls: 1.1276, loss: 1.1276, grad_norm: 10.3525 2020-10-11 19:20:13,762 - mmaction - INFO - Epoch [34][2140/2640] lr: 1.000e-03, eta: 9:52:32, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8836, loss_cls: 1.2246, loss: 1.2246, grad_norm: 11.2420 2020-10-11 19:20:30,111 - mmaction - INFO - Epoch [34][2160/2640] lr: 1.000e-03, eta: 9:52:15, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.2091, loss: 1.2091, grad_norm: 10.4674 2020-10-11 19:20:46,521 - mmaction - INFO - Epoch [34][2180/2640] lr: 1.000e-03, eta: 9:51:58, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8930, loss_cls: 1.1264, loss: 1.1264, grad_norm: 10.0846 2020-10-11 19:21:03,090 - mmaction - INFO - Epoch [34][2200/2640] lr: 1.000e-03, eta: 9:51:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9062, loss_cls: 1.0591, loss: 1.0591, grad_norm: 9.8007 2020-10-11 19:21:19,478 - mmaction - INFO - Epoch [34][2220/2640] lr: 1.000e-03, eta: 9:51:25, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8938, loss_cls: 1.1708, loss: 1.1708, grad_norm: 10.6882 2020-10-11 19:21:35,850 - mmaction - INFO - Epoch [34][2240/2640] lr: 1.000e-03, eta: 9:51:08, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.9047, loss_cls: 1.1194, loss: 1.1194, grad_norm: 10.2426 2020-10-11 19:21:52,304 - mmaction - INFO - Epoch [34][2260/2640] lr: 1.000e-03, eta: 9:50:51, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1170, loss: 1.1170, grad_norm: 10.1373 2020-10-11 19:22:08,857 - mmaction - INFO - Epoch [34][2280/2640] lr: 1.000e-03, eta: 9:50:35, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8953, loss_cls: 1.1286, loss: 1.1286, grad_norm: 10.4312 2020-10-11 19:22:25,422 - mmaction - INFO - Epoch [34][2300/2640] lr: 1.000e-03, eta: 9:50:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8852, loss_cls: 1.2295, loss: 1.2295, grad_norm: 10.6557 2020-10-11 19:22:41,831 - mmaction - INFO - Epoch [34][2320/2640] lr: 1.000e-03, eta: 9:50:01, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8891, loss_cls: 1.1267, loss: 1.1267, grad_norm: 9.9333 2020-10-11 19:22:58,189 - mmaction - INFO - Epoch [34][2340/2640] lr: 1.000e-03, eta: 9:49:44, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.0787, loss: 1.0787, grad_norm: 10.4091 2020-10-11 19:23:14,599 - mmaction - INFO - Epoch [34][2360/2640] lr: 1.000e-03, eta: 9:49:28, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8836, loss_cls: 1.1636, loss: 1.1636, grad_norm: 10.7013 2020-10-11 19:23:31,158 - mmaction - INFO - Epoch [34][2380/2640] lr: 1.000e-03, eta: 9:49:11, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8930, loss_cls: 1.1863, loss: 1.1863, grad_norm: 10.3605 2020-10-11 19:23:47,547 - mmaction - INFO - Epoch [34][2400/2640] lr: 1.000e-03, eta: 9:48:54, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8945, loss_cls: 1.1393, loss: 1.1393, grad_norm: 10.4134 2020-10-11 19:24:03,970 - mmaction - INFO - Epoch [34][2420/2640] lr: 1.000e-03, eta: 9:48:38, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6992, top5_acc: 0.9078, loss_cls: 1.0873, loss: 1.0873, grad_norm: 9.8810 2020-10-11 19:24:20,529 - mmaction - INFO - Epoch [34][2440/2640] lr: 1.000e-03, eta: 9:48:21, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9055, loss_cls: 1.0657, loss: 1.0657, grad_norm: 9.8321 2020-10-11 19:24:36,958 - mmaction - INFO - Epoch [34][2460/2640] lr: 1.000e-03, eta: 9:48:04, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1813, loss: 1.1813, grad_norm: 10.4331 2020-10-11 19:24:53,340 - mmaction - INFO - Epoch [34][2480/2640] lr: 1.000e-03, eta: 9:47:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.1481, loss: 1.1481, grad_norm: 10.5832 2020-10-11 19:25:09,871 - mmaction - INFO - Epoch [34][2500/2640] lr: 1.000e-03, eta: 9:47:31, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8977, loss_cls: 1.2002, loss: 1.2002, grad_norm: 10.7123 2020-10-11 19:25:26,288 - mmaction - INFO - Epoch [34][2520/2640] lr: 1.000e-03, eta: 9:47:14, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9172, loss_cls: 1.0152, loss: 1.0152, grad_norm: 9.7520 2020-10-11 19:25:42,688 - mmaction - INFO - Epoch [34][2540/2640] lr: 1.000e-03, eta: 9:46:57, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8844, loss_cls: 1.1843, loss: 1.1843, grad_norm: 10.1840 2020-10-11 19:25:59,025 - mmaction - INFO - Epoch [34][2560/2640] lr: 1.000e-03, eta: 9:46:40, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.6906, top5_acc: 0.9023, loss_cls: 1.1340, loss: 1.1340, grad_norm: 10.2570 2020-10-11 19:26:15,451 - mmaction - INFO - Epoch [34][2580/2640] lr: 1.000e-03, eta: 9:46:24, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1952, loss: 1.1952, grad_norm: 10.5918 2020-10-11 19:26:32,566 - mmaction - INFO - Epoch [34][2600/2640] lr: 1.000e-03, eta: 9:46:07, time: 0.858, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8883, loss_cls: 1.1542, loss: 1.1542, grad_norm: 10.2673 2020-10-11 19:26:49,493 - mmaction - INFO - Epoch [34][2620/2640] lr: 1.000e-03, eta: 9:45:51, time: 0.846, data_time: 0.004, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1473, loss: 1.1473, grad_norm: 10.3903 2020-10-11 19:27:05,504 - mmaction - INFO - Epoch [34][2640/2640] lr: 1.000e-03, eta: 9:45:34, time: 0.801, data_time: 0.004, memory: 9800, top1_acc: 0.7218, top5_acc: 0.9194, loss_cls: 1.0537, loss: 1.0537, grad_norm: 9.9262 2020-10-11 19:27:06,108 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-10-11 19:27:37,574 - mmaction - INFO - Epoch [35][20/2640] lr: 1.000e-03, eta: 9:45:23, time: 1.451, data_time: 0.586, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9031, loss_cls: 1.0835, loss: 1.0835, grad_norm: 10.0886 2020-10-11 19:27:53,929 - mmaction - INFO - Epoch [35][40/2640] lr: 1.000e-03, eta: 9:45:06, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9062, loss_cls: 1.0783, loss: 1.0783, grad_norm: 10.3281 2020-10-11 19:28:10,319 - mmaction - INFO - Epoch [35][60/2640] lr: 1.000e-03, eta: 9:44:50, time: 0.817, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9078, loss_cls: 1.0817, loss: 1.0817, grad_norm: 10.3388 2020-10-11 19:28:26,698 - mmaction - INFO - Epoch [35][80/2640] lr: 1.000e-03, eta: 9:44:33, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9102, loss_cls: 1.0549, loss: 1.0549, grad_norm: 9.9042 2020-10-11 19:28:43,065 - mmaction - INFO - Epoch [35][100/2640] lr: 1.000e-03, eta: 9:44:16, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8961, loss_cls: 1.1298, loss: 1.1298, grad_norm: 10.7175 2020-10-11 19:28:59,471 - mmaction - INFO - Epoch [35][120/2640] lr: 1.000e-03, eta: 9:43:59, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1229, loss: 1.1229, grad_norm: 10.2936 2020-10-11 19:29:15,889 - mmaction - INFO - Epoch [35][140/2640] lr: 1.000e-03, eta: 9:43:43, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1210, loss: 1.1210, grad_norm: 10.2654 2020-10-11 19:29:32,244 - mmaction - INFO - Epoch [35][160/2640] lr: 1.000e-03, eta: 9:43:26, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8914, loss_cls: 1.1330, loss: 1.1330, grad_norm: 10.2002 2020-10-11 19:29:48,640 - mmaction - INFO - Epoch [35][180/2640] lr: 1.000e-03, eta: 9:43:09, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.1077, loss: 1.1077, grad_norm: 10.3541 2020-10-11 19:30:05,221 - mmaction - INFO - Epoch [35][200/2640] lr: 1.000e-03, eta: 9:42:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9156, loss_cls: 1.0283, loss: 1.0283, grad_norm: 9.8244 2020-10-11 19:30:21,597 - mmaction - INFO - Epoch [35][220/2640] lr: 1.000e-03, eta: 9:42:36, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8930, loss_cls: 1.1213, loss: 1.1213, grad_norm: 10.2349 2020-10-11 19:30:38,012 - mmaction - INFO - Epoch [35][240/2640] lr: 1.000e-03, eta: 9:42:19, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8922, loss_cls: 1.1295, loss: 1.1295, grad_norm: 10.3236 2020-10-11 19:30:54,447 - mmaction - INFO - Epoch [35][260/2640] lr: 1.000e-03, eta: 9:42:02, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8898, loss_cls: 1.1174, loss: 1.1174, grad_norm: 10.4988 2020-10-11 19:31:11,013 - mmaction - INFO - Epoch [35][280/2640] lr: 1.000e-03, eta: 9:41:45, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.0901, loss: 1.0901, grad_norm: 10.3046 2020-10-11 19:31:27,553 - mmaction - INFO - Epoch [35][300/2640] lr: 1.000e-03, eta: 9:41:29, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9039, loss_cls: 1.0639, loss: 1.0639, grad_norm: 10.2853 2020-10-11 19:31:44,002 - mmaction - INFO - Epoch [35][320/2640] lr: 1.000e-03, eta: 9:41:12, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8961, loss_cls: 1.1252, loss: 1.1252, grad_norm: 10.3507 2020-10-11 19:32:00,371 - mmaction - INFO - Epoch [35][340/2640] lr: 1.000e-03, eta: 9:40:55, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8977, loss_cls: 1.0839, loss: 1.0839, grad_norm: 10.7132 2020-10-11 19:32:16,978 - mmaction - INFO - Epoch [35][360/2640] lr: 1.000e-03, eta: 9:40:39, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7016, top5_acc: 0.9070, loss_cls: 1.1154, loss: 1.1154, grad_norm: 10.2408 2020-10-11 19:32:33,567 - mmaction - INFO - Epoch [35][380/2640] lr: 1.000e-03, eta: 9:40:22, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9016, loss_cls: 1.1512, loss: 1.1512, grad_norm: 10.3494 2020-10-11 19:32:50,096 - mmaction - INFO - Epoch [35][400/2640] lr: 1.000e-03, eta: 9:40:05, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9039, loss_cls: 1.1165, loss: 1.1165, grad_norm: 10.6610 2020-10-11 19:33:06,487 - mmaction - INFO - Epoch [35][420/2640] lr: 1.000e-03, eta: 9:39:48, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0504, loss: 1.0504, grad_norm: 9.9271 2020-10-11 19:33:22,834 - mmaction - INFO - Epoch [35][440/2640] lr: 1.000e-03, eta: 9:39:32, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9172, loss_cls: 1.0160, loss: 1.0160, grad_norm: 10.0440 2020-10-11 19:33:39,359 - mmaction - INFO - Epoch [35][460/2640] lr: 1.000e-03, eta: 9:39:15, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8953, loss_cls: 1.1621, loss: 1.1621, grad_norm: 10.9958 2020-10-11 19:33:55,818 - mmaction - INFO - Epoch [35][480/2640] lr: 1.000e-03, eta: 9:38:58, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8969, loss_cls: 1.1243, loss: 1.1243, grad_norm: 10.6321 2020-10-11 19:34:12,236 - mmaction - INFO - Epoch [35][500/2640] lr: 1.000e-03, eta: 9:38:42, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1029, loss: 1.1029, grad_norm: 10.2816 2020-10-11 19:34:28,642 - mmaction - INFO - Epoch [35][520/2640] lr: 1.000e-03, eta: 9:38:25, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0614, loss: 1.0614, grad_norm: 9.9865 2020-10-11 19:34:45,208 - mmaction - INFO - Epoch [35][540/2640] lr: 1.000e-03, eta: 9:38:08, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6813, top5_acc: 0.8867, loss_cls: 1.1642, loss: 1.1642, grad_norm: 10.5561 2020-10-11 19:35:01,587 - mmaction - INFO - Epoch [35][560/2640] lr: 1.000e-03, eta: 9:37:51, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8922, loss_cls: 1.1700, loss: 1.1700, grad_norm: 10.6709 2020-10-11 19:35:18,201 - mmaction - INFO - Epoch [35][580/2640] lr: 1.000e-03, eta: 9:37:35, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8945, loss_cls: 1.1566, loss: 1.1566, grad_norm: 11.0356 2020-10-11 19:35:34,594 - mmaction - INFO - Epoch [35][600/2640] lr: 1.000e-03, eta: 9:37:18, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1328, loss: 1.1328, grad_norm: 10.7437 2020-10-11 19:35:50,957 - mmaction - INFO - Epoch [35][620/2640] lr: 1.000e-03, eta: 9:37:01, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8906, loss_cls: 1.1705, loss: 1.1705, grad_norm: 10.5946 2020-10-11 19:36:07,343 - mmaction - INFO - Epoch [35][640/2640] lr: 1.000e-03, eta: 9:36:45, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9031, loss_cls: 1.0699, loss: 1.0699, grad_norm: 10.0827 2020-10-11 19:36:23,966 - mmaction - INFO - Epoch [35][660/2640] lr: 1.000e-03, eta: 9:36:28, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9039, loss_cls: 1.0881, loss: 1.0881, grad_norm: 10.4585 2020-10-11 19:36:40,499 - mmaction - INFO - Epoch [35][680/2640] lr: 1.000e-03, eta: 9:36:11, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.1281, loss: 1.1281, grad_norm: 10.3352 2020-10-11 19:36:56,895 - mmaction - INFO - Epoch [35][700/2640] lr: 1.000e-03, eta: 9:35:54, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0511, loss: 1.0511, grad_norm: 10.1009 2020-10-11 19:37:13,294 - mmaction - INFO - Epoch [35][720/2640] lr: 1.000e-03, eta: 9:35:38, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1020, loss: 1.1020, grad_norm: 10.2680 2020-10-11 19:37:29,841 - mmaction - INFO - Epoch [35][740/2640] lr: 1.000e-03, eta: 9:35:21, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0375, loss: 1.0375, grad_norm: 10.1005 2020-10-11 19:37:46,263 - mmaction - INFO - Epoch [35][760/2640] lr: 1.000e-03, eta: 9:35:04, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8984, loss_cls: 1.1139, loss: 1.1139, grad_norm: 10.4216 2020-10-11 19:38:02,812 - mmaction - INFO - Epoch [35][780/2640] lr: 1.000e-03, eta: 9:34:48, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9039, loss_cls: 1.0606, loss: 1.0606, grad_norm: 10.2230 2020-10-11 19:38:19,235 - mmaction - INFO - Epoch [35][800/2640] lr: 1.000e-03, eta: 9:34:31, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0635, loss: 1.0635, grad_norm: 10.1816 2020-10-11 19:38:35,793 - mmaction - INFO - Epoch [35][820/2640] lr: 1.000e-03, eta: 9:34:14, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9055, loss_cls: 1.0823, loss: 1.0823, grad_norm: 10.2943 2020-10-11 19:38:52,166 - mmaction - INFO - Epoch [35][840/2640] lr: 1.000e-03, eta: 9:33:57, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9062, loss_cls: 1.0688, loss: 1.0688, grad_norm: 10.3865 2020-10-11 19:39:08,602 - mmaction - INFO - Epoch [35][860/2640] lr: 1.000e-03, eta: 9:33:41, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9031, loss_cls: 1.0938, loss: 1.0938, grad_norm: 10.5016 2020-10-11 19:39:24,961 - mmaction - INFO - Epoch [35][880/2640] lr: 1.000e-03, eta: 9:33:24, time: 0.821, data_time: 0.007, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8969, loss_cls: 1.1218, loss: 1.1218, grad_norm: 10.5173 2020-10-11 19:39:41,545 - mmaction - INFO - Epoch [35][900/2640] lr: 1.000e-03, eta: 9:33:07, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8898, loss_cls: 1.1688, loss: 1.1688, grad_norm: 11.0178 2020-10-11 19:39:57,918 - mmaction - INFO - Epoch [35][920/2640] lr: 1.000e-03, eta: 9:32:51, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8922, loss_cls: 1.1187, loss: 1.1187, grad_norm: 10.3773 2020-10-11 19:40:14,554 - mmaction - INFO - Epoch [35][940/2640] lr: 1.000e-03, eta: 9:32:34, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8875, loss_cls: 1.1704, loss: 1.1704, grad_norm: 10.2488 2020-10-11 19:40:30,925 - mmaction - INFO - Epoch [35][960/2640] lr: 1.000e-03, eta: 9:32:17, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1557, loss: 1.1557, grad_norm: 10.4873 2020-10-11 19:40:47,322 - mmaction - INFO - Epoch [35][980/2640] lr: 1.000e-03, eta: 9:32:00, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8945, loss_cls: 1.1245, loss: 1.1245, grad_norm: 10.8255 2020-10-11 19:41:03,656 - mmaction - INFO - Epoch [35][1000/2640] lr: 1.000e-03, eta: 9:31:44, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1021, loss: 1.1021, grad_norm: 10.1426 2020-10-11 19:41:20,287 - mmaction - INFO - Epoch [35][1020/2640] lr: 1.000e-03, eta: 9:31:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8984, loss_cls: 1.1091, loss: 1.1091, grad_norm: 10.3639 2020-10-11 19:41:36,656 - mmaction - INFO - Epoch [35][1040/2640] lr: 1.000e-03, eta: 9:31:10, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1436, loss: 1.1436, grad_norm: 10.9554 2020-10-11 19:41:53,093 - mmaction - INFO - Epoch [35][1060/2640] lr: 1.000e-03, eta: 9:30:53, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8883, loss_cls: 1.1019, loss: 1.1019, grad_norm: 10.3198 2020-10-11 19:42:09,689 - mmaction - INFO - Epoch [35][1080/2640] lr: 1.000e-03, eta: 9:30:37, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8953, loss_cls: 1.1092, loss: 1.1092, grad_norm: 10.3419 2020-10-11 19:42:26,043 - mmaction - INFO - Epoch [35][1100/2640] lr: 1.000e-03, eta: 9:30:20, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8883, loss_cls: 1.1588, loss: 1.1588, grad_norm: 10.0447 2020-10-11 19:42:42,633 - mmaction - INFO - Epoch [35][1120/2640] lr: 1.000e-03, eta: 9:30:03, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9195, loss_cls: 1.0198, loss: 1.0198, grad_norm: 9.9249 2020-10-11 19:42:59,007 - mmaction - INFO - Epoch [35][1140/2640] lr: 1.000e-03, eta: 9:29:47, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8922, loss_cls: 1.1154, loss: 1.1154, grad_norm: 10.3881 2020-10-11 19:43:15,411 - mmaction - INFO - Epoch [35][1160/2640] lr: 1.000e-03, eta: 9:29:30, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8977, loss_cls: 1.1158, loss: 1.1158, grad_norm: 10.7555 2020-10-11 19:43:31,942 - mmaction - INFO - Epoch [35][1180/2640] lr: 1.000e-03, eta: 9:29:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.1324, loss: 1.1324, grad_norm: 10.3055 2020-10-11 19:43:48,308 - mmaction - INFO - Epoch [35][1200/2640] lr: 1.000e-03, eta: 9:28:56, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7117, top5_acc: 0.8984, loss_cls: 1.0794, loss: 1.0794, grad_norm: 10.0907 2020-10-11 19:44:04,756 - mmaction - INFO - Epoch [35][1220/2640] lr: 1.000e-03, eta: 9:28:40, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6930, top5_acc: 0.9039, loss_cls: 1.1149, loss: 1.1149, grad_norm: 10.3676 2020-10-11 19:44:21,111 - mmaction - INFO - Epoch [35][1240/2640] lr: 1.000e-03, eta: 9:28:23, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8867, loss_cls: 1.1768, loss: 1.1768, grad_norm: 9.9171 2020-10-11 19:44:37,699 - mmaction - INFO - Epoch [35][1260/2640] lr: 1.000e-03, eta: 9:28:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1570, loss: 1.1570, grad_norm: 10.5502 2020-10-11 19:44:54,072 - mmaction - INFO - Epoch [35][1280/2640] lr: 1.000e-03, eta: 9:27:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8953, loss_cls: 1.1532, loss: 1.1532, grad_norm: 10.6660 2020-10-11 19:45:10,579 - mmaction - INFO - Epoch [35][1300/2640] lr: 1.000e-03, eta: 9:27:33, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1636, loss: 1.1636, grad_norm: 10.2633 2020-10-11 19:45:27,061 - mmaction - INFO - Epoch [35][1320/2640] lr: 1.000e-03, eta: 9:27:16, time: 0.829, data_time: 0.009, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9008, loss_cls: 1.0718, loss: 1.0718, grad_norm: 10.4786 2020-10-11 19:45:43,507 - mmaction - INFO - Epoch [35][1340/2640] lr: 1.000e-03, eta: 9:26:59, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9094, loss_cls: 1.0227, loss: 1.0227, grad_norm: 10.4863 2020-10-11 19:45:59,832 - mmaction - INFO - Epoch [35][1360/2640] lr: 1.000e-03, eta: 9:26:43, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.6695, top5_acc: 0.8797, loss_cls: 1.2289, loss: 1.2289, grad_norm: 11.1552 2020-10-11 19:46:16,331 - mmaction - INFO - Epoch [35][1380/2640] lr: 1.000e-03, eta: 9:26:26, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9008, loss_cls: 1.1429, loss: 1.1429, grad_norm: 10.4604 2020-10-11 19:46:33,001 - mmaction - INFO - Epoch [35][1400/2640] lr: 1.000e-03, eta: 9:26:09, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8891, loss_cls: 1.1285, loss: 1.1285, grad_norm: 10.2077 2020-10-11 19:46:49,406 - mmaction - INFO - Epoch [35][1420/2640] lr: 1.000e-03, eta: 9:25:53, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0926, loss: 1.0926, grad_norm: 10.3418 2020-10-11 19:47:05,785 - mmaction - INFO - Epoch [35][1440/2640] lr: 1.000e-03, eta: 9:25:36, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.0757, loss: 1.0757, grad_norm: 10.4228 2020-10-11 19:47:22,204 - mmaction - INFO - Epoch [35][1460/2640] lr: 1.000e-03, eta: 9:25:19, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9078, loss_cls: 1.0680, loss: 1.0680, grad_norm: 10.3006 2020-10-11 19:47:38,765 - mmaction - INFO - Epoch [35][1480/2640] lr: 1.000e-03, eta: 9:25:02, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9031, loss_cls: 1.0779, loss: 1.0779, grad_norm: 10.6126 2020-10-11 19:47:55,171 - mmaction - INFO - Epoch [35][1500/2640] lr: 1.000e-03, eta: 9:24:46, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.8984, loss_cls: 1.1023, loss: 1.1023, grad_norm: 10.8092 2020-10-11 19:48:11,730 - mmaction - INFO - Epoch [35][1520/2640] lr: 1.000e-03, eta: 9:24:29, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0662, loss: 1.0662, grad_norm: 10.6484 2020-10-11 19:48:28,107 - mmaction - INFO - Epoch [35][1540/2640] lr: 1.000e-03, eta: 9:24:12, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8883, loss_cls: 1.1611, loss: 1.1611, grad_norm: 11.0211 2020-10-11 19:48:44,521 - mmaction - INFO - Epoch [35][1560/2640] lr: 1.000e-03, eta: 9:23:56, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9039, loss_cls: 1.1124, loss: 1.1124, grad_norm: 10.5528 2020-10-11 19:49:00,932 - mmaction - INFO - Epoch [35][1580/2640] lr: 1.000e-03, eta: 9:23:39, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0804, loss: 1.0804, grad_norm: 10.4772 2020-10-11 19:49:17,498 - mmaction - INFO - Epoch [35][1600/2640] lr: 1.000e-03, eta: 9:23:22, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9141, loss_cls: 1.0328, loss: 1.0328, grad_norm: 10.2848 2020-10-11 19:49:33,837 - mmaction - INFO - Epoch [35][1620/2640] lr: 1.000e-03, eta: 9:23:05, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8922, loss_cls: 1.1325, loss: 1.1325, grad_norm: 10.6514 2020-10-11 19:49:50,218 - mmaction - INFO - Epoch [35][1640/2640] lr: 1.000e-03, eta: 9:22:49, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6859, top5_acc: 0.8820, loss_cls: 1.2070, loss: 1.2070, grad_norm: 10.7344 2020-10-11 19:50:06,832 - mmaction - INFO - Epoch [35][1660/2640] lr: 1.000e-03, eta: 9:22:32, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.6937, top5_acc: 0.9039, loss_cls: 1.1089, loss: 1.1089, grad_norm: 10.5809 2020-10-11 19:50:23,200 - mmaction - INFO - Epoch [35][1680/2640] lr: 1.000e-03, eta: 9:22:15, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9023, loss_cls: 1.0766, loss: 1.0766, grad_norm: 10.7264 2020-10-11 19:50:39,661 - mmaction - INFO - Epoch [35][1700/2640] lr: 1.000e-03, eta: 9:21:59, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9039, loss_cls: 1.1300, loss: 1.1300, grad_norm: 10.7812 2020-10-11 19:50:55,975 - mmaction - INFO - Epoch [35][1720/2640] lr: 1.000e-03, eta: 9:21:42, time: 0.815, data_time: 0.002, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9086, loss_cls: 1.0482, loss: 1.0482, grad_norm: 10.2825 2020-10-11 19:51:12,442 - mmaction - INFO - Epoch [35][1740/2640] lr: 1.000e-03, eta: 9:21:25, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8984, loss_cls: 1.1078, loss: 1.1078, grad_norm: 10.6441 2020-10-11 19:51:28,963 - mmaction - INFO - Epoch [35][1760/2640] lr: 1.000e-03, eta: 9:21:08, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8969, loss_cls: 1.1166, loss: 1.1166, grad_norm: 10.6246 2020-10-11 19:51:45,424 - mmaction - INFO - Epoch [35][1780/2640] lr: 1.000e-03, eta: 9:20:52, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8961, loss_cls: 1.0910, loss: 1.0910, grad_norm: 10.9152 2020-10-11 19:52:01,922 - mmaction - INFO - Epoch [35][1800/2640] lr: 1.000e-03, eta: 9:20:35, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.0669, loss: 1.0669, grad_norm: 10.1517 2020-10-11 19:52:18,335 - mmaction - INFO - Epoch [35][1820/2640] lr: 1.000e-03, eta: 9:20:18, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8984, loss_cls: 1.0948, loss: 1.0948, grad_norm: 10.4887 2020-10-11 19:52:34,913 - mmaction - INFO - Epoch [35][1840/2640] lr: 1.000e-03, eta: 9:20:02, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9094, loss_cls: 1.0762, loss: 1.0762, grad_norm: 10.2862 2020-10-11 19:52:51,270 - mmaction - INFO - Epoch [35][1860/2640] lr: 1.000e-03, eta: 9:19:45, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9086, loss_cls: 1.0506, loss: 1.0506, grad_norm: 10.6666 2020-10-11 19:53:07,737 - mmaction - INFO - Epoch [35][1880/2640] lr: 1.000e-03, eta: 9:19:28, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9023, loss_cls: 1.1265, loss: 1.1265, grad_norm: 10.4886 2020-10-11 19:53:24,257 - mmaction - INFO - Epoch [35][1900/2640] lr: 1.000e-03, eta: 9:19:11, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8945, loss_cls: 1.1255, loss: 1.1255, grad_norm: 10.7886 2020-10-11 19:53:40,656 - mmaction - INFO - Epoch [35][1920/2640] lr: 1.000e-03, eta: 9:18:55, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6789, top5_acc: 0.8898, loss_cls: 1.2378, loss: 1.2378, grad_norm: 11.1450 2020-10-11 19:53:57,029 - mmaction - INFO - Epoch [35][1940/2640] lr: 1.000e-03, eta: 9:18:38, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8930, loss_cls: 1.1217, loss: 1.1217, grad_norm: 10.6881 2020-10-11 19:54:13,425 - mmaction - INFO - Epoch [35][1960/2640] lr: 1.000e-03, eta: 9:18:21, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8836, loss_cls: 1.2199, loss: 1.2199, grad_norm: 11.3330 2020-10-11 19:54:29,997 - mmaction - INFO - Epoch [35][1980/2640] lr: 1.000e-03, eta: 9:18:05, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8898, loss_cls: 1.1280, loss: 1.1280, grad_norm: 10.7360 2020-10-11 19:54:46,437 - mmaction - INFO - Epoch [35][2000/2640] lr: 1.000e-03, eta: 9:17:48, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8883, loss_cls: 1.1324, loss: 1.1324, grad_norm: 10.3055 2020-10-11 19:55:03,634 - mmaction - INFO - Epoch [35][2020/2640] lr: 1.000e-03, eta: 9:17:31, time: 0.859, data_time: 0.004, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1455, loss: 1.1455, grad_norm: 10.7790 2020-10-11 19:55:19,961 - mmaction - INFO - Epoch [35][2040/2640] lr: 1.000e-03, eta: 9:17:15, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8945, loss_cls: 1.1405, loss: 1.1405, grad_norm: 10.4475 2020-10-11 19:55:36,399 - mmaction - INFO - Epoch [35][2060/2640] lr: 1.000e-03, eta: 9:16:58, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8930, loss_cls: 1.1202, loss: 1.1202, grad_norm: 10.6893 2020-10-11 19:55:52,742 - mmaction - INFO - Epoch [35][2080/2640] lr: 1.000e-03, eta: 9:16:41, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7266, top5_acc: 0.8898, loss_cls: 1.0926, loss: 1.0926, grad_norm: 9.9707 2020-10-11 19:56:09,244 - mmaction - INFO - Epoch [35][2100/2640] lr: 1.000e-03, eta: 9:16:24, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9055, loss_cls: 1.0905, loss: 1.0905, grad_norm: 10.5109 2020-10-11 19:56:25,713 - mmaction - INFO - Epoch [35][2120/2640] lr: 1.000e-03, eta: 9:16:08, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1339, loss: 1.1339, grad_norm: 10.9050 2020-10-11 19:56:42,304 - mmaction - INFO - Epoch [35][2140/2640] lr: 1.000e-03, eta: 9:15:51, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8898, loss_cls: 1.1850, loss: 1.1850, grad_norm: 11.4512 2020-10-11 19:56:58,696 - mmaction - INFO - Epoch [35][2160/2640] lr: 1.000e-03, eta: 9:15:34, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8898, loss_cls: 1.1863, loss: 1.1863, grad_norm: 10.9875 2020-10-11 19:57:15,094 - mmaction - INFO - Epoch [35][2180/2640] lr: 1.000e-03, eta: 9:15:18, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8891, loss_cls: 1.1425, loss: 1.1425, grad_norm: 10.6749 2020-10-11 19:57:31,498 - mmaction - INFO - Epoch [35][2200/2640] lr: 1.000e-03, eta: 9:15:01, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8969, loss_cls: 1.1209, loss: 1.1209, grad_norm: 10.6760 2020-10-11 19:57:48,104 - mmaction - INFO - Epoch [35][2220/2640] lr: 1.000e-03, eta: 9:14:44, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.1395, loss: 1.1395, grad_norm: 10.8198 2020-10-11 19:58:04,646 - mmaction - INFO - Epoch [35][2240/2640] lr: 1.000e-03, eta: 9:14:28, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2499, loss: 1.2499, grad_norm: 10.7852 2020-10-11 19:58:21,080 - mmaction - INFO - Epoch [35][2260/2640] lr: 1.000e-03, eta: 9:14:11, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9086, loss_cls: 1.0559, loss: 1.0559, grad_norm: 10.5891 2020-10-11 19:58:37,502 - mmaction - INFO - Epoch [35][2280/2640] lr: 1.000e-03, eta: 9:13:54, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1127, loss: 1.1127, grad_norm: 10.6178 2020-10-11 19:58:54,005 - mmaction - INFO - Epoch [35][2300/2640] lr: 1.000e-03, eta: 9:13:37, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0985, loss: 1.0985, grad_norm: 10.5324 2020-10-11 19:59:10,431 - mmaction - INFO - Epoch [35][2320/2640] lr: 1.000e-03, eta: 9:13:21, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8930, loss_cls: 1.1461, loss: 1.1461, grad_norm: 10.8143 2020-10-11 19:59:26,997 - mmaction - INFO - Epoch [35][2340/2640] lr: 1.000e-03, eta: 9:13:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9055, loss_cls: 1.1295, loss: 1.1295, grad_norm: 10.8338 2020-10-11 19:59:43,555 - mmaction - INFO - Epoch [35][2360/2640] lr: 1.000e-03, eta: 9:12:47, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8945, loss_cls: 1.1547, loss: 1.1547, grad_norm: 10.6448 2020-10-11 19:59:59,969 - mmaction - INFO - Epoch [35][2380/2640] lr: 1.000e-03, eta: 9:12:31, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9133, loss_cls: 1.0616, loss: 1.0616, grad_norm: 10.3218 2020-10-11 20:00:19,599 - mmaction - INFO - Epoch [35][2400/2640] lr: 1.000e-03, eta: 9:12:15, time: 0.971, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1451, loss: 1.1451, grad_norm: 10.8645 2020-10-11 20:00:36,213 - mmaction - INFO - Epoch [35][2420/2640] lr: 1.000e-03, eta: 9:11:59, time: 0.840, data_time: 0.022, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8812, loss_cls: 1.1820, loss: 1.1820, grad_norm: 10.9690 2020-10-11 20:00:52,575 - mmaction - INFO - Epoch [35][2440/2640] lr: 1.000e-03, eta: 9:11:42, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9156, loss_cls: 1.0303, loss: 1.0303, grad_norm: 10.3886 2020-10-11 20:01:08,983 - mmaction - INFO - Epoch [35][2460/2640] lr: 1.000e-03, eta: 9:11:25, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8938, loss_cls: 1.1355, loss: 1.1355, grad_norm: 10.8586 2020-10-11 20:01:25,564 - mmaction - INFO - Epoch [35][2480/2640] lr: 1.000e-03, eta: 9:11:09, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8945, loss_cls: 1.1107, loss: 1.1107, grad_norm: 10.6568 2020-10-11 20:01:42,027 - mmaction - INFO - Epoch [35][2500/2640] lr: 1.000e-03, eta: 9:10:52, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9031, loss_cls: 1.0945, loss: 1.0945, grad_norm: 10.7079 2020-10-11 20:01:58,352 - mmaction - INFO - Epoch [35][2520/2640] lr: 1.000e-03, eta: 9:10:35, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8898, loss_cls: 1.1467, loss: 1.1467, grad_norm: 11.0091 2020-10-11 20:02:14,966 - mmaction - INFO - Epoch [35][2540/2640] lr: 1.000e-03, eta: 9:10:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8914, loss_cls: 1.1735, loss: 1.1735, grad_norm: 10.9564 2020-10-11 20:02:31,344 - mmaction - INFO - Epoch [35][2560/2640] lr: 1.000e-03, eta: 9:10:02, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8961, loss_cls: 1.1389, loss: 1.1389, grad_norm: 10.7684 2020-10-11 20:02:47,946 - mmaction - INFO - Epoch [35][2580/2640] lr: 1.000e-03, eta: 9:09:45, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8852, loss_cls: 1.1841, loss: 1.1841, grad_norm: 10.8334 2020-10-11 20:03:04,464 - mmaction - INFO - Epoch [35][2600/2640] lr: 1.000e-03, eta: 9:09:28, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9102, loss_cls: 1.0400, loss: 1.0400, grad_norm: 10.3386 2020-10-11 20:03:20,906 - mmaction - INFO - Epoch [35][2620/2640] lr: 1.000e-03, eta: 9:09:12, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8992, loss_cls: 1.1339, loss: 1.1339, grad_norm: 10.9783 2020-10-11 20:03:36,985 - mmaction - INFO - Epoch [35][2640/2640] lr: 1.000e-03, eta: 9:08:55, time: 0.806, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8952, loss_cls: 1.1105, loss: 1.1105, grad_norm: 10.6409 2020-10-11 20:03:37,309 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-11 20:04:07,941 - mmaction - INFO - Epoch [36][20/2640] lr: 1.000e-03, eta: 9:08:43, time: 1.417, data_time: 0.555, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9008, loss_cls: 1.1259, loss: 1.1259, grad_norm: 10.9388 2020-10-11 20:04:24,344 - mmaction - INFO - Epoch [36][40/2640] lr: 1.000e-03, eta: 9:08:26, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0091, loss: 1.0091, grad_norm: 10.3188 2020-10-11 20:04:40,802 - mmaction - INFO - Epoch [36][60/2640] lr: 1.000e-03, eta: 9:08:10, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9227, loss_cls: 0.9935, loss: 0.9935, grad_norm: 10.3070 2020-10-11 20:04:57,102 - mmaction - INFO - Epoch [36][80/2640] lr: 1.000e-03, eta: 9:07:53, time: 0.815, data_time: 0.002, memory: 9800, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1637, loss: 1.1637, grad_norm: 11.0407 2020-10-11 20:05:13,495 - mmaction - INFO - Epoch [36][100/2640] lr: 1.000e-03, eta: 9:07:36, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7352, top5_acc: 0.9055, loss_cls: 0.9818, loss: 0.9818, grad_norm: 10.1211 2020-10-11 20:05:29,931 - mmaction - INFO - Epoch [36][120/2640] lr: 1.000e-03, eta: 9:07:19, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8938, loss_cls: 1.1475, loss: 1.1475, grad_norm: 10.6603 2020-10-11 20:05:46,477 - mmaction - INFO - Epoch [36][140/2640] lr: 1.000e-03, eta: 9:07:03, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9070, loss_cls: 1.0445, loss: 1.0445, grad_norm: 10.4020 2020-10-11 20:06:02,899 - mmaction - INFO - Epoch [36][160/2640] lr: 1.000e-03, eta: 9:06:46, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9016, loss_cls: 1.1150, loss: 1.1150, grad_norm: 10.6381 2020-10-11 20:06:19,294 - mmaction - INFO - Epoch [36][180/2640] lr: 1.000e-03, eta: 9:06:29, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8852, loss_cls: 1.1586, loss: 1.1586, grad_norm: 10.5849 2020-10-11 20:06:36,162 - mmaction - INFO - Epoch [36][200/2640] lr: 1.000e-03, eta: 9:06:13, time: 0.843, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9000, loss_cls: 1.1064, loss: 1.1064, grad_norm: 10.4392 2020-10-11 20:06:52,634 - mmaction - INFO - Epoch [36][220/2640] lr: 1.000e-03, eta: 9:05:56, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9031, loss_cls: 1.0674, loss: 1.0674, grad_norm: 10.6461 2020-10-11 20:07:09,027 - mmaction - INFO - Epoch [36][240/2640] lr: 1.000e-03, eta: 9:05:39, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8906, loss_cls: 1.0797, loss: 1.0797, grad_norm: 10.1947 2020-10-11 20:07:25,464 - mmaction - INFO - Epoch [36][260/2640] lr: 1.000e-03, eta: 9:05:23, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8922, loss_cls: 1.1158, loss: 1.1158, grad_norm: 10.2441 2020-10-11 20:07:42,000 - mmaction - INFO - Epoch [36][280/2640] lr: 1.000e-03, eta: 9:05:06, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.0592, loss: 1.0592, grad_norm: 10.9176 2020-10-11 20:07:58,372 - mmaction - INFO - Epoch [36][300/2640] lr: 1.000e-03, eta: 9:04:49, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1010, loss: 1.1010, grad_norm: 10.4999 2020-10-11 20:08:14,996 - mmaction - INFO - Epoch [36][320/2640] lr: 1.000e-03, eta: 9:04:33, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9047, loss_cls: 1.0744, loss: 1.0744, grad_norm: 10.6860 2020-10-11 20:08:31,384 - mmaction - INFO - Epoch [36][340/2640] lr: 1.000e-03, eta: 9:04:16, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9070, loss_cls: 1.0683, loss: 1.0683, grad_norm: 10.5240 2020-10-11 20:08:47,983 - mmaction - INFO - Epoch [36][360/2640] lr: 1.000e-03, eta: 9:03:59, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8977, loss_cls: 1.1186, loss: 1.1186, grad_norm: 10.6623 2020-10-11 20:09:04,340 - mmaction - INFO - Epoch [36][380/2640] lr: 1.000e-03, eta: 9:03:42, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9141, loss_cls: 1.0814, loss: 1.0814, grad_norm: 10.6642 2020-10-11 20:09:20,787 - mmaction - INFO - Epoch [36][400/2640] lr: 1.000e-03, eta: 9:03:26, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8992, loss_cls: 1.1132, loss: 1.1132, grad_norm: 11.0173 2020-10-11 20:09:37,300 - mmaction - INFO - Epoch [36][420/2640] lr: 1.000e-03, eta: 9:03:09, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8984, loss_cls: 1.1086, loss: 1.1086, grad_norm: 10.7607 2020-10-11 20:09:53,742 - mmaction - INFO - Epoch [36][440/2640] lr: 1.000e-03, eta: 9:02:52, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8891, loss_cls: 1.1807, loss: 1.1807, grad_norm: 11.3573 2020-10-11 20:10:10,300 - mmaction - INFO - Epoch [36][460/2640] lr: 1.000e-03, eta: 9:02:36, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9031, loss_cls: 1.1240, loss: 1.1240, grad_norm: 10.8985 2020-10-11 20:10:26,839 - mmaction - INFO - Epoch [36][480/2640] lr: 1.000e-03, eta: 9:02:19, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.1063, loss: 1.1063, grad_norm: 10.7562 2020-10-11 20:10:43,308 - mmaction - INFO - Epoch [36][500/2640] lr: 1.000e-03, eta: 9:02:02, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8977, loss_cls: 1.1236, loss: 1.1236, grad_norm: 10.7428 2020-10-11 20:10:59,665 - mmaction - INFO - Epoch [36][520/2640] lr: 1.000e-03, eta: 9:01:45, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8891, loss_cls: 1.1250, loss: 1.1250, grad_norm: 10.4527 2020-10-11 20:11:16,446 - mmaction - INFO - Epoch [36][540/2640] lr: 1.000e-03, eta: 9:01:29, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9227, loss_cls: 1.0445, loss: 1.0445, grad_norm: 10.9982 2020-10-11 20:11:32,813 - mmaction - INFO - Epoch [36][560/2640] lr: 1.000e-03, eta: 9:01:12, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9086, loss_cls: 1.1067, loss: 1.1067, grad_norm: 10.6544 2020-10-11 20:11:49,315 - mmaction - INFO - Epoch [36][580/2640] lr: 1.000e-03, eta: 9:00:55, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7273, top5_acc: 0.9008, loss_cls: 1.0481, loss: 1.0481, grad_norm: 10.0796 2020-10-11 20:12:05,782 - mmaction - INFO - Epoch [36][600/2640] lr: 1.000e-03, eta: 9:00:39, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0546, loss: 1.0546, grad_norm: 10.4623 2020-10-11 20:12:22,385 - mmaction - INFO - Epoch [36][620/2640] lr: 1.000e-03, eta: 9:00:22, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1237, loss: 1.1237, grad_norm: 10.4141 2020-10-11 20:12:38,815 - mmaction - INFO - Epoch [36][640/2640] lr: 1.000e-03, eta: 9:00:05, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7203, top5_acc: 0.8930, loss_cls: 1.0788, loss: 1.0788, grad_norm: 10.3148 2020-10-11 20:12:55,158 - mmaction - INFO - Epoch [36][660/2640] lr: 1.000e-03, eta: 8:59:49, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1136, loss: 1.1136, grad_norm: 10.7617 2020-10-11 20:13:11,773 - mmaction - INFO - Epoch [36][680/2640] lr: 1.000e-03, eta: 8:59:32, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8906, loss_cls: 1.1254, loss: 1.1254, grad_norm: 10.4691 2020-10-11 20:13:28,309 - mmaction - INFO - Epoch [36][700/2640] lr: 1.000e-03, eta: 8:59:15, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8953, loss_cls: 1.1126, loss: 1.1126, grad_norm: 10.5148 2020-10-11 20:13:44,721 - mmaction - INFO - Epoch [36][720/2640] lr: 1.000e-03, eta: 8:58:59, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8992, loss_cls: 1.1207, loss: 1.1207, grad_norm: 11.2918 2020-10-11 20:14:01,104 - mmaction - INFO - Epoch [36][740/2640] lr: 1.000e-03, eta: 8:58:42, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6914, top5_acc: 0.9000, loss_cls: 1.1222, loss: 1.1222, grad_norm: 10.9710 2020-10-11 20:14:17,721 - mmaction - INFO - Epoch [36][760/2640] lr: 1.000e-03, eta: 8:58:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8883, loss_cls: 1.1102, loss: 1.1102, grad_norm: 11.1118 2020-10-11 20:14:34,443 - mmaction - INFO - Epoch [36][780/2640] lr: 1.000e-03, eta: 8:58:09, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.9047, loss_cls: 1.0576, loss: 1.0576, grad_norm: 10.7343 2020-10-11 20:14:50,874 - mmaction - INFO - Epoch [36][800/2640] lr: 1.000e-03, eta: 8:57:52, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0791, loss: 1.0791, grad_norm: 10.6893 2020-10-11 20:15:07,273 - mmaction - INFO - Epoch [36][820/2640] lr: 1.000e-03, eta: 8:57:35, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8945, loss_cls: 1.1010, loss: 1.1010, grad_norm: 10.3933 2020-10-11 20:15:23,845 - mmaction - INFO - Epoch [36][840/2640] lr: 1.000e-03, eta: 8:57:18, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8938, loss_cls: 1.1408, loss: 1.1408, grad_norm: 10.8393 2020-10-11 20:15:40,251 - mmaction - INFO - Epoch [36][860/2640] lr: 1.000e-03, eta: 8:57:02, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9047, loss_cls: 1.0632, loss: 1.0632, grad_norm: 10.4927 2020-10-11 20:15:56,595 - mmaction - INFO - Epoch [36][880/2640] lr: 1.000e-03, eta: 8:56:45, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8945, loss_cls: 1.1452, loss: 1.1452, grad_norm: 11.0306 2020-10-11 20:16:13,058 - mmaction - INFO - Epoch [36][900/2640] lr: 1.000e-03, eta: 8:56:28, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9195, loss_cls: 1.0426, loss: 1.0426, grad_norm: 10.8490 2020-10-11 20:16:29,559 - mmaction - INFO - Epoch [36][920/2640] lr: 1.000e-03, eta: 8:56:12, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9086, loss_cls: 1.0940, loss: 1.0940, grad_norm: 11.0454 2020-10-11 20:16:46,089 - mmaction - INFO - Epoch [36][940/2640] lr: 1.000e-03, eta: 8:55:55, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8977, loss_cls: 1.1255, loss: 1.1255, grad_norm: 10.8088 2020-10-11 20:17:02,643 - mmaction - INFO - Epoch [36][960/2640] lr: 1.000e-03, eta: 8:55:38, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9148, loss_cls: 1.0265, loss: 1.0265, grad_norm: 10.3573 2020-10-11 20:17:19,204 - mmaction - INFO - Epoch [36][980/2640] lr: 1.000e-03, eta: 8:55:22, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9141, loss_cls: 1.0049, loss: 1.0049, grad_norm: 10.3706 2020-10-11 20:17:35,819 - mmaction - INFO - Epoch [36][1000/2640] lr: 1.000e-03, eta: 8:55:05, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9023, loss_cls: 1.0648, loss: 1.0648, grad_norm: 10.4255 2020-10-11 20:17:52,112 - mmaction - INFO - Epoch [36][1020/2640] lr: 1.000e-03, eta: 8:54:48, time: 0.814, data_time: 0.002, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9109, loss_cls: 1.0606, loss: 1.0606, grad_norm: 10.5347 2020-10-11 20:18:08,552 - mmaction - INFO - Epoch [36][1040/2640] lr: 1.000e-03, eta: 8:54:31, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8906, loss_cls: 1.1134, loss: 1.1134, grad_norm: 10.8415 2020-10-11 20:18:25,085 - mmaction - INFO - Epoch [36][1060/2640] lr: 1.000e-03, eta: 8:54:15, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9062, loss_cls: 1.0828, loss: 1.0828, grad_norm: 10.6076 2020-10-11 20:18:41,677 - mmaction - INFO - Epoch [36][1080/2640] lr: 1.000e-03, eta: 8:53:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9164, loss_cls: 1.0617, loss: 1.0617, grad_norm: 10.8924 2020-10-11 20:18:58,101 - mmaction - INFO - Epoch [36][1100/2640] lr: 1.000e-03, eta: 8:53:41, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7273, top5_acc: 0.9117, loss_cls: 0.9887, loss: 0.9887, grad_norm: 10.3632 2020-10-11 20:19:14,680 - mmaction - INFO - Epoch [36][1120/2640] lr: 1.000e-03, eta: 8:53:25, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8906, loss_cls: 1.1277, loss: 1.1277, grad_norm: 10.9390 2020-10-11 20:19:31,238 - mmaction - INFO - Epoch [36][1140/2640] lr: 1.000e-03, eta: 8:53:08, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0477, loss: 1.0477, grad_norm: 10.4716 2020-10-11 20:19:47,702 - mmaction - INFO - Epoch [36][1160/2640] lr: 1.000e-03, eta: 8:52:51, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9109, loss_cls: 1.0927, loss: 1.0927, grad_norm: 10.9311 2020-10-11 20:20:04,259 - mmaction - INFO - Epoch [36][1180/2640] lr: 1.000e-03, eta: 8:52:35, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1856, loss: 1.1856, grad_norm: 11.2326 2020-10-11 20:20:20,687 - mmaction - INFO - Epoch [36][1200/2640] lr: 1.000e-03, eta: 8:52:18, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1100, loss: 1.1100, grad_norm: 10.7378 2020-10-11 20:20:37,180 - mmaction - INFO - Epoch [36][1220/2640] lr: 1.000e-03, eta: 8:52:01, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7203, top5_acc: 0.8977, loss_cls: 1.0881, loss: 1.0881, grad_norm: 10.8824 2020-10-11 20:20:53,570 - mmaction - INFO - Epoch [36][1240/2640] lr: 1.000e-03, eta: 8:51:45, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8930, loss_cls: 1.1114, loss: 1.1114, grad_norm: 10.8023 2020-10-11 20:21:09,992 - mmaction - INFO - Epoch [36][1260/2640] lr: 1.000e-03, eta: 8:51:28, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7266, top5_acc: 0.8938, loss_cls: 1.0872, loss: 1.0872, grad_norm: 10.4747 2020-10-11 20:21:26,583 - mmaction - INFO - Epoch [36][1280/2640] lr: 1.000e-03, eta: 8:51:11, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9008, loss_cls: 1.1407, loss: 1.1407, grad_norm: 11.1982 2020-10-11 20:21:42,969 - mmaction - INFO - Epoch [36][1300/2640] lr: 1.000e-03, eta: 8:50:54, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9062, loss_cls: 1.0532, loss: 1.0532, grad_norm: 11.0477 2020-10-11 20:21:59,363 - mmaction - INFO - Epoch [36][1320/2640] lr: 1.000e-03, eta: 8:50:38, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9102, loss_cls: 1.0531, loss: 1.0531, grad_norm: 10.6061 2020-10-11 20:22:15,959 - mmaction - INFO - Epoch [36][1340/2640] lr: 1.000e-03, eta: 8:50:21, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9023, loss_cls: 1.1097, loss: 1.1097, grad_norm: 10.7174 2020-10-11 20:22:32,333 - mmaction - INFO - Epoch [36][1360/2640] lr: 1.000e-03, eta: 8:50:04, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8867, loss_cls: 1.1555, loss: 1.1555, grad_norm: 11.3471 2020-10-11 20:22:48,733 - mmaction - INFO - Epoch [36][1380/2640] lr: 1.000e-03, eta: 8:49:48, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8984, loss_cls: 1.1081, loss: 1.1081, grad_norm: 10.8405 2020-10-11 20:23:05,337 - mmaction - INFO - Epoch [36][1400/2640] lr: 1.000e-03, eta: 8:49:31, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9016, loss_cls: 1.1002, loss: 1.1002, grad_norm: 11.0082 2020-10-11 20:23:21,867 - mmaction - INFO - Epoch [36][1420/2640] lr: 1.000e-03, eta: 8:49:14, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9039, loss_cls: 1.0883, loss: 1.0883, grad_norm: 10.7150 2020-10-11 20:23:38,386 - mmaction - INFO - Epoch [36][1440/2640] lr: 1.000e-03, eta: 8:48:58, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.1455, loss: 1.1455, grad_norm: 11.1565 2020-10-11 20:23:54,850 - mmaction - INFO - Epoch [36][1460/2640] lr: 1.000e-03, eta: 8:48:41, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8883, loss_cls: 1.1577, loss: 1.1577, grad_norm: 11.0129 2020-10-11 20:24:11,292 - mmaction - INFO - Epoch [36][1480/2640] lr: 1.000e-03, eta: 8:48:24, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9055, loss_cls: 1.0850, loss: 1.0850, grad_norm: 11.1910 2020-10-11 20:24:27,796 - mmaction - INFO - Epoch [36][1500/2640] lr: 1.000e-03, eta: 8:48:07, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9039, loss_cls: 1.1376, loss: 1.1376, grad_norm: 11.2656 2020-10-11 20:24:44,434 - mmaction - INFO - Epoch [36][1520/2640] lr: 1.000e-03, eta: 8:47:51, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9078, loss_cls: 1.0592, loss: 1.0592, grad_norm: 10.2126 2020-10-11 20:25:00,781 - mmaction - INFO - Epoch [36][1540/2640] lr: 1.000e-03, eta: 8:47:34, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8867, loss_cls: 1.1699, loss: 1.1699, grad_norm: 10.8359 2020-10-11 20:25:17,414 - mmaction - INFO - Epoch [36][1560/2640] lr: 1.000e-03, eta: 8:47:17, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8938, loss_cls: 1.1770, loss: 1.1770, grad_norm: 11.3652 2020-10-11 20:25:33,801 - mmaction - INFO - Epoch [36][1580/2640] lr: 1.000e-03, eta: 8:47:01, time: 0.822, data_time: 0.007, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8922, loss_cls: 1.1394, loss: 1.1394, grad_norm: 10.9714 2020-10-11 20:25:50,259 - mmaction - INFO - Epoch [36][1600/2640] lr: 1.000e-03, eta: 8:46:44, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8938, loss_cls: 1.1018, loss: 1.1018, grad_norm: 10.8394 2020-10-11 20:26:06,794 - mmaction - INFO - Epoch [36][1620/2640] lr: 1.000e-03, eta: 8:46:27, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8844, loss_cls: 1.1676, loss: 1.1676, grad_norm: 10.9416 2020-10-11 20:26:23,320 - mmaction - INFO - Epoch [36][1640/2640] lr: 1.000e-03, eta: 8:46:11, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8844, loss_cls: 1.1494, loss: 1.1494, grad_norm: 10.9557 2020-10-11 20:26:39,701 - mmaction - INFO - Epoch [36][1660/2640] lr: 1.000e-03, eta: 8:45:54, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8961, loss_cls: 1.1464, loss: 1.1464, grad_norm: 11.0239 2020-10-11 20:26:56,271 - mmaction - INFO - Epoch [36][1680/2640] lr: 1.000e-03, eta: 8:45:37, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8961, loss_cls: 1.1773, loss: 1.1773, grad_norm: 11.4256 2020-10-11 20:27:12,667 - mmaction - INFO - Epoch [36][1700/2640] lr: 1.000e-03, eta: 8:45:21, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.6891, top5_acc: 0.8938, loss_cls: 1.1113, loss: 1.1113, grad_norm: 10.3928 2020-10-11 20:27:29,207 - mmaction - INFO - Epoch [36][1720/2640] lr: 1.000e-03, eta: 8:45:04, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1576, loss: 1.1576, grad_norm: 10.8264 2020-10-11 20:27:45,667 - mmaction - INFO - Epoch [36][1740/2640] lr: 1.000e-03, eta: 8:44:47, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1069, loss: 1.1069, grad_norm: 10.5427 2020-10-11 20:28:02,291 - mmaction - INFO - Epoch [36][1760/2640] lr: 1.000e-03, eta: 8:44:31, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8898, loss_cls: 1.1529, loss: 1.1529, grad_norm: 10.8594 2020-10-11 20:28:18,850 - mmaction - INFO - Epoch [36][1780/2640] lr: 1.000e-03, eta: 8:44:14, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8953, loss_cls: 1.1187, loss: 1.1187, grad_norm: 11.0439 2020-10-11 20:28:35,256 - mmaction - INFO - Epoch [36][1800/2640] lr: 1.000e-03, eta: 8:43:57, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6820, top5_acc: 0.8859, loss_cls: 1.1881, loss: 1.1881, grad_norm: 11.2637 2020-10-11 20:28:51,672 - mmaction - INFO - Epoch [36][1820/2640] lr: 1.000e-03, eta: 8:43:40, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8969, loss_cls: 1.0996, loss: 1.0996, grad_norm: 10.7384 2020-10-11 20:29:08,227 - mmaction - INFO - Epoch [36][1840/2640] lr: 1.000e-03, eta: 8:43:24, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7211, top5_acc: 0.8984, loss_cls: 1.0837, loss: 1.0837, grad_norm: 10.5335 2020-10-11 20:29:24,787 - mmaction - INFO - Epoch [36][1860/2640] lr: 1.000e-03, eta: 8:43:07, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1351, loss: 1.1351, grad_norm: 10.8680 2020-10-11 20:29:41,234 - mmaction - INFO - Epoch [36][1880/2640] lr: 1.000e-03, eta: 8:42:50, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9023, loss_cls: 1.0651, loss: 1.0651, grad_norm: 10.8973 2020-10-11 20:29:57,631 - mmaction - INFO - Epoch [36][1900/2640] lr: 1.000e-03, eta: 8:42:34, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9172, loss_cls: 1.0116, loss: 1.0116, grad_norm: 10.1152 2020-10-11 20:30:14,200 - mmaction - INFO - Epoch [36][1920/2640] lr: 1.000e-03, eta: 8:42:17, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8922, loss_cls: 1.1466, loss: 1.1466, grad_norm: 10.8010 2020-10-11 20:30:30,753 - mmaction - INFO - Epoch [36][1940/2640] lr: 1.000e-03, eta: 8:42:00, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9102, loss_cls: 1.0312, loss: 1.0312, grad_norm: 10.1506 2020-10-11 20:30:47,173 - mmaction - INFO - Epoch [36][1960/2640] lr: 1.000e-03, eta: 8:41:44, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8961, loss_cls: 1.0969, loss: 1.0969, grad_norm: 10.9919 2020-10-11 20:31:03,715 - mmaction - INFO - Epoch [36][1980/2640] lr: 1.000e-03, eta: 8:41:27, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8953, loss_cls: 1.1258, loss: 1.1258, grad_norm: 11.0242 2020-10-11 20:31:20,308 - mmaction - INFO - Epoch [36][2000/2640] lr: 1.000e-03, eta: 8:41:10, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0723, loss: 1.0723, grad_norm: 10.8842 2020-10-11 20:31:36,963 - mmaction - INFO - Epoch [36][2020/2640] lr: 1.000e-03, eta: 8:40:54, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8961, loss_cls: 1.1080, loss: 1.1080, grad_norm: 10.8124 2020-10-11 20:31:53,289 - mmaction - INFO - Epoch [36][2040/2640] lr: 1.000e-03, eta: 8:40:37, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9070, loss_cls: 1.0521, loss: 1.0521, grad_norm: 10.4390 2020-10-11 20:32:09,880 - mmaction - INFO - Epoch [36][2060/2640] lr: 1.000e-03, eta: 8:40:20, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8961, loss_cls: 1.1126, loss: 1.1126, grad_norm: 11.0603 2020-10-11 20:32:26,270 - mmaction - INFO - Epoch [36][2080/2640] lr: 1.000e-03, eta: 8:40:04, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8891, loss_cls: 1.1564, loss: 1.1564, grad_norm: 11.0003 2020-10-11 20:32:42,827 - mmaction - INFO - Epoch [36][2100/2640] lr: 1.000e-03, eta: 8:39:47, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8992, loss_cls: 1.1301, loss: 1.1301, grad_norm: 10.8594 2020-10-11 20:32:59,232 - mmaction - INFO - Epoch [36][2120/2640] lr: 1.000e-03, eta: 8:39:30, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1555, loss: 1.1555, grad_norm: 10.8885 2020-10-11 20:33:15,884 - mmaction - INFO - Epoch [36][2140/2640] lr: 1.000e-03, eta: 8:39:13, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9047, loss_cls: 1.0499, loss: 1.0499, grad_norm: 10.5835 2020-10-11 20:33:32,426 - mmaction - INFO - Epoch [36][2160/2640] lr: 1.000e-03, eta: 8:38:57, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8961, loss_cls: 1.0849, loss: 1.0849, grad_norm: 10.9047 2020-10-11 20:33:48,798 - mmaction - INFO - Epoch [36][2180/2640] lr: 1.000e-03, eta: 8:38:40, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6828, top5_acc: 0.8867, loss_cls: 1.1977, loss: 1.1977, grad_norm: 11.3814 2020-10-11 20:34:05,392 - mmaction - INFO - Epoch [36][2200/2640] lr: 1.000e-03, eta: 8:38:23, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8969, loss_cls: 1.1425, loss: 1.1425, grad_norm: 10.7582 2020-10-11 20:34:21,776 - mmaction - INFO - Epoch [36][2220/2640] lr: 1.000e-03, eta: 8:38:07, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8867, loss_cls: 1.1344, loss: 1.1344, grad_norm: 10.5118 2020-10-11 20:34:38,353 - mmaction - INFO - Epoch [36][2240/2640] lr: 1.000e-03, eta: 8:37:50, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7023, top5_acc: 0.9039, loss_cls: 1.1241, loss: 1.1241, grad_norm: 10.8820 2020-10-11 20:34:54,729 - mmaction - INFO - Epoch [36][2260/2640] lr: 1.000e-03, eta: 8:37:33, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.9039, loss_cls: 1.1384, loss: 1.1384, grad_norm: 11.0336 2020-10-11 20:35:11,132 - mmaction - INFO - Epoch [36][2280/2640] lr: 1.000e-03, eta: 8:37:17, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.0976, loss: 1.0976, grad_norm: 10.6801 2020-10-11 20:35:27,726 - mmaction - INFO - Epoch [36][2300/2640] lr: 1.000e-03, eta: 8:37:00, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9070, loss_cls: 1.0235, loss: 1.0235, grad_norm: 10.4234 2020-10-11 20:35:44,259 - mmaction - INFO - Epoch [36][2320/2640] lr: 1.000e-03, eta: 8:36:43, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7078, top5_acc: 0.9039, loss_cls: 1.0800, loss: 1.0800, grad_norm: 10.9383 2020-10-11 20:36:00,662 - mmaction - INFO - Epoch [36][2340/2640] lr: 1.000e-03, eta: 8:36:27, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.0760, loss: 1.0760, grad_norm: 10.7086 2020-10-11 20:36:17,098 - mmaction - INFO - Epoch [36][2360/2640] lr: 1.000e-03, eta: 8:36:10, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8898, loss_cls: 1.1748, loss: 1.1748, grad_norm: 10.6943 2020-10-11 20:36:33,696 - mmaction - INFO - Epoch [36][2380/2640] lr: 1.000e-03, eta: 8:35:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8969, loss_cls: 1.1558, loss: 1.1558, grad_norm: 10.9060 2020-10-11 20:36:50,047 - mmaction - INFO - Epoch [36][2400/2640] lr: 1.000e-03, eta: 8:35:36, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1106, loss: 1.1106, grad_norm: 10.9265 2020-10-11 20:37:06,656 - mmaction - INFO - Epoch [36][2420/2640] lr: 1.000e-03, eta: 8:35:20, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9055, loss_cls: 1.1120, loss: 1.1120, grad_norm: 10.8400 2020-10-11 20:37:23,067 - mmaction - INFO - Epoch [36][2440/2640] lr: 1.000e-03, eta: 8:35:03, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6836, top5_acc: 0.8828, loss_cls: 1.2047, loss: 1.2047, grad_norm: 11.1945 2020-10-11 20:37:39,616 - mmaction - INFO - Epoch [36][2460/2640] lr: 1.000e-03, eta: 8:34:46, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8922, loss_cls: 1.1272, loss: 1.1272, grad_norm: 10.8835 2020-10-11 20:37:56,003 - mmaction - INFO - Epoch [36][2480/2640] lr: 1.000e-03, eta: 8:34:30, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8961, loss_cls: 1.1558, loss: 1.1558, grad_norm: 11.1484 2020-10-11 20:38:12,614 - mmaction - INFO - Epoch [36][2500/2640] lr: 1.000e-03, eta: 8:34:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9070, loss_cls: 1.1195, loss: 1.1195, grad_norm: 11.2515 2020-10-11 20:38:28,991 - mmaction - INFO - Epoch [36][2520/2640] lr: 1.000e-03, eta: 8:33:56, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8953, loss_cls: 1.1083, loss: 1.1083, grad_norm: 10.9454 2020-10-11 20:38:45,584 - mmaction - INFO - Epoch [36][2540/2640] lr: 1.000e-03, eta: 8:33:40, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9016, loss_cls: 1.1074, loss: 1.1074, grad_norm: 11.3569 2020-10-11 20:39:01,958 - mmaction - INFO - Epoch [36][2560/2640] lr: 1.000e-03, eta: 8:33:23, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9109, loss_cls: 1.0839, loss: 1.0839, grad_norm: 10.9374 2020-10-11 20:39:18,581 - mmaction - INFO - Epoch [36][2580/2640] lr: 1.000e-03, eta: 8:33:06, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8930, loss_cls: 1.1354, loss: 1.1354, grad_norm: 11.0937 2020-10-11 20:39:35,074 - mmaction - INFO - Epoch [36][2600/2640] lr: 1.000e-03, eta: 8:32:50, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8852, loss_cls: 1.1776, loss: 1.1776, grad_norm: 11.1939 2020-10-11 20:39:51,528 - mmaction - INFO - Epoch [36][2620/2640] lr: 1.000e-03, eta: 8:32:33, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1648, loss: 1.1648, grad_norm: 11.1034 2020-10-11 20:40:07,597 - mmaction - INFO - Epoch [36][2640/2640] lr: 1.000e-03, eta: 8:32:16, time: 0.804, data_time: 0.006, memory: 9800, top1_acc: 0.7185, top5_acc: 0.8984, loss_cls: 1.0975, loss: 1.0975, grad_norm: 10.6148 2020-10-11 20:40:07,861 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-10-11 20:40:35,142 - mmaction - INFO - Epoch [37][20/2640] lr: 1.000e-03, eta: 8:32:03, time: 1.245, data_time: 0.418, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9125, loss_cls: 0.9839, loss: 0.9839, grad_norm: 10.3891 2020-10-11 20:40:51,509 - mmaction - INFO - Epoch [37][40/2640] lr: 1.000e-03, eta: 8:31:46, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9172, loss_cls: 1.0328, loss: 1.0328, grad_norm: 10.9903 2020-10-11 20:41:07,933 - mmaction - INFO - Epoch [37][60/2640] lr: 1.000e-03, eta: 8:31:29, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9156, loss_cls: 1.0211, loss: 1.0211, grad_norm: 10.7910 2020-10-11 20:41:24,291 - mmaction - INFO - Epoch [37][80/2640] lr: 1.000e-03, eta: 8:31:12, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.9047, loss_cls: 1.1038, loss: 1.1038, grad_norm: 10.7612 2020-10-11 20:41:40,671 - mmaction - INFO - Epoch [37][100/2640] lr: 1.000e-03, eta: 8:30:56, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8977, loss_cls: 1.0822, loss: 1.0822, grad_norm: 11.1308 2020-10-11 20:41:57,052 - mmaction - INFO - Epoch [37][120/2640] lr: 1.000e-03, eta: 8:30:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9078, loss_cls: 1.0499, loss: 1.0499, grad_norm: 10.8251 2020-10-11 20:42:13,670 - mmaction - INFO - Epoch [37][140/2640] lr: 1.000e-03, eta: 8:30:22, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0912, loss: 1.0912, grad_norm: 10.9941 2020-10-11 20:42:30,056 - mmaction - INFO - Epoch [37][160/2640] lr: 1.000e-03, eta: 8:30:06, time: 0.822, data_time: 0.007, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9062, loss_cls: 1.0454, loss: 1.0454, grad_norm: 10.9694 2020-10-11 20:42:46,840 - mmaction - INFO - Epoch [37][180/2640] lr: 1.000e-03, eta: 8:29:49, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0199, loss: 1.0199, grad_norm: 10.6382 2020-10-11 20:43:03,200 - mmaction - INFO - Epoch [37][200/2640] lr: 1.000e-03, eta: 8:29:32, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8883, loss_cls: 1.0983, loss: 1.0983, grad_norm: 10.9325 2020-10-11 20:43:19,702 - mmaction - INFO - Epoch [37][220/2640] lr: 1.000e-03, eta: 8:29:16, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8875, loss_cls: 1.0931, loss: 1.0931, grad_norm: 10.7717 2020-10-11 20:43:36,174 - mmaction - INFO - Epoch [37][240/2640] lr: 1.000e-03, eta: 8:28:59, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.8898, loss_cls: 1.0698, loss: 1.0698, grad_norm: 11.0153 2020-10-11 20:43:52,581 - mmaction - INFO - Epoch [37][260/2640] lr: 1.000e-03, eta: 8:28:42, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8938, loss_cls: 1.1255, loss: 1.1255, grad_norm: 10.8422 2020-10-11 20:44:09,206 - mmaction - INFO - Epoch [37][280/2640] lr: 1.000e-03, eta: 8:28:26, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9203, loss_cls: 0.9862, loss: 0.9862, grad_norm: 10.4601 2020-10-11 20:44:25,747 - mmaction - INFO - Epoch [37][300/2640] lr: 1.000e-03, eta: 8:28:09, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8891, loss_cls: 1.1015, loss: 1.1015, grad_norm: 10.7086 2020-10-11 20:44:42,185 - mmaction - INFO - Epoch [37][320/2640] lr: 1.000e-03, eta: 8:27:52, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8953, loss_cls: 1.1247, loss: 1.1247, grad_norm: 11.2431 2020-10-11 20:44:58,712 - mmaction - INFO - Epoch [37][340/2640] lr: 1.000e-03, eta: 8:27:36, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9102, loss_cls: 1.0106, loss: 1.0106, grad_norm: 10.3303 2020-10-11 20:45:15,211 - mmaction - INFO - Epoch [37][360/2640] lr: 1.000e-03, eta: 8:27:19, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8930, loss_cls: 1.1387, loss: 1.1387, grad_norm: 10.8310 2020-10-11 20:45:31,675 - mmaction - INFO - Epoch [37][380/2640] lr: 1.000e-03, eta: 8:27:02, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0777, loss: 1.0777, grad_norm: 10.8041 2020-10-11 20:45:48,151 - mmaction - INFO - Epoch [37][400/2640] lr: 1.000e-03, eta: 8:26:45, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9062, loss_cls: 1.0565, loss: 1.0565, grad_norm: 10.9998 2020-10-11 20:46:04,664 - mmaction - INFO - Epoch [37][420/2640] lr: 1.000e-03, eta: 8:26:29, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0469, loss: 1.0469, grad_norm: 10.7280 2020-10-11 20:46:21,151 - mmaction - INFO - Epoch [37][440/2640] lr: 1.000e-03, eta: 8:26:12, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8977, loss_cls: 1.1127, loss: 1.1127, grad_norm: 11.3115 2020-10-11 20:46:37,828 - mmaction - INFO - Epoch [37][460/2640] lr: 1.000e-03, eta: 8:25:55, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8984, loss_cls: 1.1143, loss: 1.1143, grad_norm: 11.2856 2020-10-11 20:46:54,207 - mmaction - INFO - Epoch [37][480/2640] lr: 1.000e-03, eta: 8:25:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8945, loss_cls: 1.1624, loss: 1.1624, grad_norm: 11.1508 2020-10-11 20:47:10,664 - mmaction - INFO - Epoch [37][500/2640] lr: 1.000e-03, eta: 8:25:22, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8992, loss_cls: 1.0515, loss: 1.0515, grad_norm: 11.0294 2020-10-11 20:47:27,228 - mmaction - INFO - Epoch [37][520/2640] lr: 1.000e-03, eta: 8:25:05, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9362, loss: 0.9362, grad_norm: 10.1140 2020-10-11 20:47:43,805 - mmaction - INFO - Epoch [37][540/2640] lr: 1.000e-03, eta: 8:24:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.1214, loss: 1.1214, grad_norm: 11.0687 2020-10-11 20:48:00,216 - mmaction - INFO - Epoch [37][560/2640] lr: 1.000e-03, eta: 8:24:32, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9016, loss_cls: 1.0476, loss: 1.0476, grad_norm: 10.7070 2020-10-11 20:48:16,808 - mmaction - INFO - Epoch [37][580/2640] lr: 1.000e-03, eta: 8:24:15, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0401, loss: 1.0401, grad_norm: 10.6286 2020-10-11 20:48:33,352 - mmaction - INFO - Epoch [37][600/2640] lr: 1.000e-03, eta: 8:23:59, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9109, loss_cls: 1.0378, loss: 1.0378, grad_norm: 10.8233 2020-10-11 20:48:49,772 - mmaction - INFO - Epoch [37][620/2640] lr: 1.000e-03, eta: 8:23:42, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9195, loss_cls: 1.0331, loss: 1.0331, grad_norm: 10.7981 2020-10-11 20:49:06,337 - mmaction - INFO - Epoch [37][640/2640] lr: 1.000e-03, eta: 8:23:25, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9039, loss_cls: 1.0265, loss: 1.0265, grad_norm: 11.1560 2020-10-11 20:49:22,718 - mmaction - INFO - Epoch [37][660/2640] lr: 1.000e-03, eta: 8:23:09, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8820, loss_cls: 1.1833, loss: 1.1833, grad_norm: 11.6839 2020-10-11 20:49:39,285 - mmaction - INFO - Epoch [37][680/2640] lr: 1.000e-03, eta: 8:22:52, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7195, top5_acc: 0.8984, loss_cls: 1.0814, loss: 1.0814, grad_norm: 10.9448 2020-10-11 20:49:55,702 - mmaction - INFO - Epoch [37][700/2640] lr: 1.000e-03, eta: 8:22:35, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9094, loss_cls: 1.0877, loss: 1.0877, grad_norm: 11.1285 2020-10-11 20:50:12,321 - mmaction - INFO - Epoch [37][720/2640] lr: 1.000e-03, eta: 8:22:19, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9078, loss_cls: 0.9941, loss: 0.9941, grad_norm: 10.6265 2020-10-11 20:50:28,691 - mmaction - INFO - Epoch [37][740/2640] lr: 1.000e-03, eta: 8:22:02, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9023, loss_cls: 1.0994, loss: 1.0994, grad_norm: 11.1210 2020-10-11 20:50:45,278 - mmaction - INFO - Epoch [37][760/2640] lr: 1.000e-03, eta: 8:21:45, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1386, loss: 1.1386, grad_norm: 10.9668 2020-10-11 20:51:01,664 - mmaction - INFO - Epoch [37][780/2640] lr: 1.000e-03, eta: 8:21:28, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9016, loss_cls: 1.0903, loss: 1.0903, grad_norm: 11.0022 2020-10-11 20:51:18,238 - mmaction - INFO - Epoch [37][800/2640] lr: 1.000e-03, eta: 8:21:12, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0927, loss: 1.0927, grad_norm: 11.0492 2020-10-11 20:51:34,689 - mmaction - INFO - Epoch [37][820/2640] lr: 1.000e-03, eta: 8:20:55, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8945, loss_cls: 1.0953, loss: 1.0953, grad_norm: 10.7287 2020-10-11 20:51:51,220 - mmaction - INFO - Epoch [37][840/2640] lr: 1.000e-03, eta: 8:20:38, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.1300, loss: 1.1300, grad_norm: 10.8668 2020-10-11 20:52:07,796 - mmaction - INFO - Epoch [37][860/2640] lr: 1.000e-03, eta: 8:20:22, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9172, loss_cls: 1.0302, loss: 1.0302, grad_norm: 10.6646 2020-10-11 20:52:24,202 - mmaction - INFO - Epoch [37][880/2640] lr: 1.000e-03, eta: 8:20:05, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9031, loss_cls: 1.0982, loss: 1.0982, grad_norm: 10.7955 2020-10-11 20:52:40,771 - mmaction - INFO - Epoch [37][900/2640] lr: 1.000e-03, eta: 8:19:48, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9086, loss_cls: 1.0430, loss: 1.0430, grad_norm: 10.9781 2020-10-11 20:52:57,156 - mmaction - INFO - Epoch [37][920/2640] lr: 1.000e-03, eta: 8:19:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.0599, loss: 1.0599, grad_norm: 11.1314 2020-10-11 20:53:13,629 - mmaction - INFO - Epoch [37][940/2640] lr: 1.000e-03, eta: 8:19:15, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9109, loss_cls: 1.0119, loss: 1.0119, grad_norm: 10.7751 2020-10-11 20:53:30,126 - mmaction - INFO - Epoch [37][960/2640] lr: 1.000e-03, eta: 8:18:58, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8859, loss_cls: 1.1595, loss: 1.1595, grad_norm: 11.2010 2020-10-11 20:53:46,739 - mmaction - INFO - Epoch [37][980/2640] lr: 1.000e-03, eta: 8:18:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8883, loss_cls: 1.0922, loss: 1.0922, grad_norm: 10.9109 2020-10-11 20:54:03,305 - mmaction - INFO - Epoch [37][1000/2640] lr: 1.000e-03, eta: 8:18:25, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1034, loss: 1.1034, grad_norm: 10.8229 2020-10-11 20:54:19,707 - mmaction - INFO - Epoch [37][1020/2640] lr: 1.000e-03, eta: 8:18:08, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9117, loss_cls: 1.0460, loss: 1.0460, grad_norm: 10.9731 2020-10-11 20:54:36,134 - mmaction - INFO - Epoch [37][1040/2640] lr: 1.000e-03, eta: 8:17:52, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9078, loss_cls: 1.0813, loss: 1.0813, grad_norm: 11.1202 2020-10-11 20:54:52,663 - mmaction - INFO - Epoch [37][1060/2640] lr: 1.000e-03, eta: 8:17:35, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1292, loss: 1.1292, grad_norm: 11.2542 2020-10-11 20:55:09,107 - mmaction - INFO - Epoch [37][1080/2640] lr: 1.000e-03, eta: 8:17:18, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8969, loss_cls: 1.1029, loss: 1.1029, grad_norm: 11.0068 2020-10-11 20:55:25,613 - mmaction - INFO - Epoch [37][1100/2640] lr: 1.000e-03, eta: 8:17:02, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7172, top5_acc: 0.8914, loss_cls: 1.0971, loss: 1.0971, grad_norm: 11.0651 2020-10-11 20:55:42,256 - mmaction - INFO - Epoch [37][1120/2640] lr: 1.000e-03, eta: 8:16:45, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.6875, top5_acc: 0.9008, loss_cls: 1.1712, loss: 1.1712, grad_norm: 11.5372 2020-10-11 20:55:58,615 - mmaction - INFO - Epoch [37][1140/2640] lr: 1.000e-03, eta: 8:16:28, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8875, loss_cls: 1.1655, loss: 1.1655, grad_norm: 11.5436 2020-10-11 20:56:15,030 - mmaction - INFO - Epoch [37][1160/2640] lr: 1.000e-03, eta: 8:16:11, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0752, loss: 1.0752, grad_norm: 10.7681 2020-10-11 20:56:31,622 - mmaction - INFO - Epoch [37][1180/2640] lr: 1.000e-03, eta: 8:15:55, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9008, loss_cls: 1.0772, loss: 1.0772, grad_norm: 10.9027 2020-10-11 20:56:48,200 - mmaction - INFO - Epoch [37][1200/2640] lr: 1.000e-03, eta: 8:15:38, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9094, loss_cls: 1.0383, loss: 1.0383, grad_norm: 10.7598 2020-10-11 20:57:04,787 - mmaction - INFO - Epoch [37][1220/2640] lr: 1.000e-03, eta: 8:15:21, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.0892, loss: 1.0892, grad_norm: 10.9169 2020-10-11 20:57:21,171 - mmaction - INFO - Epoch [37][1240/2640] lr: 1.000e-03, eta: 8:15:05, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0427, loss: 1.0427, grad_norm: 10.8341 2020-10-11 20:57:37,758 - mmaction - INFO - Epoch [37][1260/2640] lr: 1.000e-03, eta: 8:14:48, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9086, loss_cls: 1.0683, loss: 1.0683, grad_norm: 11.0237 2020-10-11 20:57:54,136 - mmaction - INFO - Epoch [37][1280/2640] lr: 1.000e-03, eta: 8:14:31, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9133, loss_cls: 1.0067, loss: 1.0067, grad_norm: 11.1599 2020-10-11 20:58:10,865 - mmaction - INFO - Epoch [37][1300/2640] lr: 1.000e-03, eta: 8:14:15, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9023, loss_cls: 1.0829, loss: 1.0829, grad_norm: 11.3706 2020-10-11 20:58:27,332 - mmaction - INFO - Epoch [37][1320/2640] lr: 1.000e-03, eta: 8:13:58, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.8977, loss_cls: 1.0957, loss: 1.0957, grad_norm: 11.1618 2020-10-11 20:58:44,008 - mmaction - INFO - Epoch [37][1340/2640] lr: 1.000e-03, eta: 8:13:41, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8969, loss_cls: 1.0857, loss: 1.0857, grad_norm: 10.7845 2020-10-11 20:59:00,746 - mmaction - INFO - Epoch [37][1360/2640] lr: 1.000e-03, eta: 8:13:25, time: 0.837, data_time: 0.002, memory: 9800, top1_acc: 0.7312, top5_acc: 0.8961, loss_cls: 1.0816, loss: 1.0816, grad_norm: 10.6429 2020-10-11 20:59:17,068 - mmaction - INFO - Epoch [37][1380/2640] lr: 1.000e-03, eta: 8:13:08, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9047, loss_cls: 1.0521, loss: 1.0521, grad_norm: 10.5961 2020-10-11 20:59:33,705 - mmaction - INFO - Epoch [37][1400/2640] lr: 1.000e-03, eta: 8:12:52, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8922, loss_cls: 1.1610, loss: 1.1610, grad_norm: 11.4292 2020-10-11 20:59:50,041 - mmaction - INFO - Epoch [37][1420/2640] lr: 1.000e-03, eta: 8:12:35, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9086, loss_cls: 1.0583, loss: 1.0583, grad_norm: 10.9368 2020-10-11 21:00:09,341 - mmaction - INFO - Epoch [37][1440/2640] lr: 1.000e-03, eta: 8:12:19, time: 0.962, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8961, loss_cls: 1.1416, loss: 1.1416, grad_norm: 11.3693 2020-10-11 21:00:26,088 - mmaction - INFO - Epoch [37][1460/2640] lr: 1.000e-03, eta: 8:12:03, time: 0.840, data_time: 0.024, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9164, loss_cls: 1.0118, loss: 1.0118, grad_norm: 10.6092 2020-10-11 21:00:42,512 - mmaction - INFO - Epoch [37][1480/2640] lr: 1.000e-03, eta: 8:11:46, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9047, loss_cls: 1.1060, loss: 1.1060, grad_norm: 10.9870 2020-10-11 21:00:58,853 - mmaction - INFO - Epoch [37][1500/2640] lr: 1.000e-03, eta: 8:11:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9086, loss_cls: 1.0877, loss: 1.0877, grad_norm: 11.5172 2020-10-11 21:01:15,352 - mmaction - INFO - Epoch [37][1520/2640] lr: 1.000e-03, eta: 8:11:12, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8891, loss_cls: 1.0892, loss: 1.0892, grad_norm: 10.8084 2020-10-11 21:01:31,838 - mmaction - INFO - Epoch [37][1540/2640] lr: 1.000e-03, eta: 8:10:56, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8875, loss_cls: 1.1390, loss: 1.1390, grad_norm: 11.2999 2020-10-11 21:01:48,323 - mmaction - INFO - Epoch [37][1560/2640] lr: 1.000e-03, eta: 8:10:39, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7016, top5_acc: 0.9016, loss_cls: 1.1272, loss: 1.1272, grad_norm: 11.0218 2020-10-11 21:02:04,795 - mmaction - INFO - Epoch [37][1580/2640] lr: 1.000e-03, eta: 8:10:22, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9117, loss_cls: 1.0335, loss: 1.0335, grad_norm: 10.8436 2020-10-11 21:02:21,303 - mmaction - INFO - Epoch [37][1600/2640] lr: 1.000e-03, eta: 8:10:06, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8953, loss_cls: 1.1891, loss: 1.1891, grad_norm: 11.7381 2020-10-11 21:02:37,784 - mmaction - INFO - Epoch [37][1620/2640] lr: 1.000e-03, eta: 8:09:49, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.8992, loss_cls: 1.1139, loss: 1.1139, grad_norm: 11.1619 2020-10-11 21:02:54,166 - mmaction - INFO - Epoch [37][1640/2640] lr: 1.000e-03, eta: 8:09:32, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.0565, loss: 1.0565, grad_norm: 10.6306 2020-10-11 21:03:10,788 - mmaction - INFO - Epoch [37][1660/2640] lr: 1.000e-03, eta: 8:09:16, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9133, loss_cls: 1.0055, loss: 1.0055, grad_norm: 10.5037 2020-10-11 21:03:27,159 - mmaction - INFO - Epoch [37][1680/2640] lr: 1.000e-03, eta: 8:08:59, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9023, loss_cls: 1.1444, loss: 1.1444, grad_norm: 11.5314 2020-10-11 21:03:43,704 - mmaction - INFO - Epoch [37][1700/2640] lr: 1.000e-03, eta: 8:08:42, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1038, loss: 1.1038, grad_norm: 11.1154 2020-10-11 21:04:00,095 - mmaction - INFO - Epoch [37][1720/2640] lr: 1.000e-03, eta: 8:08:26, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7180, top5_acc: 0.8977, loss_cls: 1.0878, loss: 1.0878, grad_norm: 10.9226 2020-10-11 21:04:16,598 - mmaction - INFO - Epoch [37][1740/2640] lr: 1.000e-03, eta: 8:08:09, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7172, top5_acc: 0.8969, loss_cls: 1.1008, loss: 1.1008, grad_norm: 11.1611 2020-10-11 21:04:33,107 - mmaction - INFO - Epoch [37][1760/2640] lr: 1.000e-03, eta: 8:07:52, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9062, loss_cls: 1.0680, loss: 1.0680, grad_norm: 10.9718 2020-10-11 21:04:49,554 - mmaction - INFO - Epoch [37][1780/2640] lr: 1.000e-03, eta: 8:07:35, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.8961, loss_cls: 1.0966, loss: 1.0966, grad_norm: 10.8690 2020-10-11 21:05:06,064 - mmaction - INFO - Epoch [37][1800/2640] lr: 1.000e-03, eta: 8:07:19, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8891, loss_cls: 1.1225, loss: 1.1225, grad_norm: 10.8293 2020-10-11 21:05:22,450 - mmaction - INFO - Epoch [37][1820/2640] lr: 1.000e-03, eta: 8:07:02, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8961, loss_cls: 1.1060, loss: 1.1060, grad_norm: 11.0945 2020-10-11 21:05:38,871 - mmaction - INFO - Epoch [37][1840/2640] lr: 1.000e-03, eta: 8:06:45, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9023, loss_cls: 1.0667, loss: 1.0667, grad_norm: 10.9345 2020-10-11 21:05:55,258 - mmaction - INFO - Epoch [37][1860/2640] lr: 1.000e-03, eta: 8:06:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8789, loss_cls: 1.1774, loss: 1.1774, grad_norm: 10.9938 2020-10-11 21:06:11,873 - mmaction - INFO - Epoch [37][1880/2640] lr: 1.000e-03, eta: 8:06:12, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9055, loss_cls: 1.0686, loss: 1.0686, grad_norm: 11.3740 2020-10-11 21:06:28,373 - mmaction - INFO - Epoch [37][1900/2640] lr: 1.000e-03, eta: 8:05:55, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7242, top5_acc: 0.8984, loss_cls: 1.0737, loss: 1.0737, grad_norm: 10.5504 2020-10-11 21:06:44,790 - mmaction - INFO - Epoch [37][1920/2640] lr: 1.000e-03, eta: 8:05:39, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.1275, loss: 1.1275, grad_norm: 11.1432 2020-10-11 21:07:01,170 - mmaction - INFO - Epoch [37][1940/2640] lr: 1.000e-03, eta: 8:05:22, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9086, loss_cls: 1.0685, loss: 1.0685, grad_norm: 11.2399 2020-10-11 21:07:17,569 - mmaction - INFO - Epoch [37][1960/2640] lr: 1.000e-03, eta: 8:05:05, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8906, loss_cls: 1.1603, loss: 1.1603, grad_norm: 11.2048 2020-10-11 21:07:33,932 - mmaction - INFO - Epoch [37][1980/2640] lr: 1.000e-03, eta: 8:04:48, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.9109, loss_cls: 1.0598, loss: 1.0598, grad_norm: 10.7734 2020-10-11 21:07:50,314 - mmaction - INFO - Epoch [37][2000/2640] lr: 1.000e-03, eta: 8:04:32, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9055, loss_cls: 1.0830, loss: 1.0830, grad_norm: 11.2029 2020-10-11 21:08:06,752 - mmaction - INFO - Epoch [37][2020/2640] lr: 1.000e-03, eta: 8:04:15, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8867, loss_cls: 1.2107, loss: 1.2107, grad_norm: 11.5200 2020-10-11 21:08:23,305 - mmaction - INFO - Epoch [37][2040/2640] lr: 1.000e-03, eta: 8:03:58, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9078, loss_cls: 1.0673, loss: 1.0673, grad_norm: 10.5461 2020-10-11 21:08:39,872 - mmaction - INFO - Epoch [37][2060/2640] lr: 1.000e-03, eta: 8:03:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9016, loss_cls: 1.0823, loss: 1.0823, grad_norm: 10.9782 2020-10-11 21:08:56,300 - mmaction - INFO - Epoch [37][2080/2640] lr: 1.000e-03, eta: 8:03:25, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9047, loss_cls: 1.0840, loss: 1.0840, grad_norm: 10.7188 2020-10-11 21:09:12,858 - mmaction - INFO - Epoch [37][2100/2640] lr: 1.000e-03, eta: 8:03:08, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.0977, loss: 1.0977, grad_norm: 10.8262 2020-10-11 21:09:29,250 - mmaction - INFO - Epoch [37][2120/2640] lr: 1.000e-03, eta: 8:02:52, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8914, loss_cls: 1.1765, loss: 1.1765, grad_norm: 11.6209 2020-10-11 21:09:45,799 - mmaction - INFO - Epoch [37][2140/2640] lr: 1.000e-03, eta: 8:02:35, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8938, loss_cls: 1.0774, loss: 1.0774, grad_norm: 11.4914 2020-10-11 21:10:02,393 - mmaction - INFO - Epoch [37][2160/2640] lr: 1.000e-03, eta: 8:02:18, time: 0.832, data_time: 0.012, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9000, loss_cls: 1.0896, loss: 1.0896, grad_norm: 11.0350 2020-10-11 21:10:18,816 - mmaction - INFO - Epoch [37][2180/2640] lr: 1.000e-03, eta: 8:02:02, time: 0.828, data_time: 0.009, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8945, loss_cls: 1.1070, loss: 1.1070, grad_norm: 10.9812 2020-10-11 21:10:35,248 - mmaction - INFO - Epoch [37][2200/2640] lr: 1.000e-03, eta: 8:01:45, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8930, loss_cls: 1.0739, loss: 1.0739, grad_norm: 10.9417 2020-10-11 21:10:51,781 - mmaction - INFO - Epoch [37][2220/2640] lr: 1.000e-03, eta: 8:01:28, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8938, loss_cls: 1.1210, loss: 1.1210, grad_norm: 11.2566 2020-10-11 21:11:08,400 - mmaction - INFO - Epoch [37][2240/2640] lr: 1.000e-03, eta: 8:01:12, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9008, loss_cls: 1.1030, loss: 1.1030, grad_norm: 11.1584 2020-10-11 21:11:24,752 - mmaction - INFO - Epoch [37][2260/2640] lr: 1.000e-03, eta: 8:00:55, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8906, loss_cls: 1.1551, loss: 1.1551, grad_norm: 11.7054 2020-10-11 21:11:41,269 - mmaction - INFO - Epoch [37][2280/2640] lr: 1.000e-03, eta: 8:00:38, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.0865, loss: 1.0865, grad_norm: 11.2014 2020-10-11 21:11:57,830 - mmaction - INFO - Epoch [37][2300/2640] lr: 1.000e-03, eta: 8:00:22, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1271, loss: 1.1271, grad_norm: 11.2436 2020-10-11 21:12:14,551 - mmaction - INFO - Epoch [37][2320/2640] lr: 1.000e-03, eta: 8:00:05, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.6844, top5_acc: 0.8852, loss_cls: 1.1416, loss: 1.1416, grad_norm: 11.5524 2020-10-11 21:12:30,904 - mmaction - INFO - Epoch [37][2340/2640] lr: 1.000e-03, eta: 7:59:48, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8969, loss_cls: 1.1261, loss: 1.1261, grad_norm: 10.9774 2020-10-11 21:12:47,358 - mmaction - INFO - Epoch [37][2360/2640] lr: 1.000e-03, eta: 7:59:31, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9078, loss_cls: 1.0768, loss: 1.0768, grad_norm: 11.0126 2020-10-11 21:13:03,881 - mmaction - INFO - Epoch [37][2380/2640] lr: 1.000e-03, eta: 7:59:15, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8805, loss_cls: 1.1799, loss: 1.1799, grad_norm: 11.4869 2020-10-11 21:13:20,290 - mmaction - INFO - Epoch [37][2400/2640] lr: 1.000e-03, eta: 7:58:58, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9070, loss_cls: 1.0370, loss: 1.0370, grad_norm: 10.9844 2020-10-11 21:13:36,719 - mmaction - INFO - Epoch [37][2420/2640] lr: 1.000e-03, eta: 7:58:41, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7039, top5_acc: 0.8945, loss_cls: 1.1177, loss: 1.1177, grad_norm: 11.0724 2020-10-11 21:13:53,250 - mmaction - INFO - Epoch [37][2440/2640] lr: 1.000e-03, eta: 7:58:25, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.1036, loss: 1.1036, grad_norm: 11.3286 2020-10-11 21:14:09,678 - mmaction - INFO - Epoch [37][2460/2640] lr: 1.000e-03, eta: 7:58:08, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7359, top5_acc: 0.8938, loss_cls: 1.0493, loss: 1.0493, grad_norm: 10.5393 2020-10-11 21:14:26,247 - mmaction - INFO - Epoch [37][2480/2640] lr: 1.000e-03, eta: 7:57:51, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.0737, loss: 1.0737, grad_norm: 11.0848 2020-10-11 21:14:42,839 - mmaction - INFO - Epoch [37][2500/2640] lr: 1.000e-03, eta: 7:57:35, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1264, loss: 1.1264, grad_norm: 11.2224 2020-10-11 21:14:59,187 - mmaction - INFO - Epoch [37][2520/2640] lr: 1.000e-03, eta: 7:57:18, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9016, loss_cls: 1.0913, loss: 1.0913, grad_norm: 11.1083 2020-10-11 21:15:15,845 - mmaction - INFO - Epoch [37][2540/2640] lr: 1.000e-03, eta: 7:57:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9031, loss_cls: 1.0559, loss: 1.0559, grad_norm: 10.9542 2020-10-11 21:15:32,356 - mmaction - INFO - Epoch [37][2560/2640] lr: 1.000e-03, eta: 7:56:45, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8930, loss_cls: 1.1399, loss: 1.1399, grad_norm: 11.2449 2020-10-11 21:15:48,798 - mmaction - INFO - Epoch [37][2580/2640] lr: 1.000e-03, eta: 7:56:28, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8969, loss_cls: 1.0980, loss: 1.0980, grad_norm: 11.4475 2020-10-11 21:16:05,358 - mmaction - INFO - Epoch [37][2600/2640] lr: 1.000e-03, eta: 7:56:11, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9000, loss_cls: 1.1166, loss: 1.1166, grad_norm: 11.3813 2020-10-11 21:16:21,976 - mmaction - INFO - Epoch [37][2620/2640] lr: 1.000e-03, eta: 7:55:55, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7000, top5_acc: 0.9039, loss_cls: 1.1028, loss: 1.1028, grad_norm: 11.4835 2020-10-11 21:16:37,816 - mmaction - INFO - Epoch [37][2640/2640] lr: 1.000e-03, eta: 7:55:38, time: 0.792, data_time: 0.004, memory: 9800, top1_acc: 0.7105, top5_acc: 0.8944, loss_cls: 1.1147, loss: 1.1147, grad_norm: 11.6283 2020-10-11 21:16:38,261 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-10-11 21:17:11,957 - mmaction - INFO - Epoch [38][20/2640] lr: 1.000e-03, eta: 7:55:26, time: 1.474, data_time: 0.628, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8992, loss_cls: 1.0642, loss: 1.0642, grad_norm: 10.8915 2020-10-11 21:17:28,292 - mmaction - INFO - Epoch [38][40/2640] lr: 1.000e-03, eta: 7:55:09, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7305, top5_acc: 0.9180, loss_cls: 1.0140, loss: 1.0140, grad_norm: 10.3669 2020-10-11 21:17:44,653 - mmaction - INFO - Epoch [38][60/2640] lr: 1.000e-03, eta: 7:54:52, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9148, loss_cls: 1.0224, loss: 1.0224, grad_norm: 10.7702 2020-10-11 21:18:01,049 - mmaction - INFO - Epoch [38][80/2640] lr: 1.000e-03, eta: 7:54:36, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.0887, loss: 1.0887, grad_norm: 11.0232 2020-10-11 21:18:17,483 - mmaction - INFO - Epoch [38][100/2640] lr: 1.000e-03, eta: 7:54:19, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7273, top5_acc: 0.9109, loss_cls: 1.0521, loss: 1.0521, grad_norm: 11.4067 2020-10-11 21:18:33,837 - mmaction - INFO - Epoch [38][120/2640] lr: 1.000e-03, eta: 7:54:02, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8938, loss_cls: 1.1312, loss: 1.1312, grad_norm: 11.3772 2020-10-11 21:18:50,206 - mmaction - INFO - Epoch [38][140/2640] lr: 1.000e-03, eta: 7:53:45, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9078, loss_cls: 1.0822, loss: 1.0822, grad_norm: 11.1264 2020-10-11 21:19:06,618 - mmaction - INFO - Epoch [38][160/2640] lr: 1.000e-03, eta: 7:53:29, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9062, loss_cls: 1.0329, loss: 1.0329, grad_norm: 11.2222 2020-10-11 21:19:23,196 - mmaction - INFO - Epoch [38][180/2640] lr: 1.000e-03, eta: 7:53:12, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7367, top5_acc: 0.9109, loss_cls: 1.0129, loss: 1.0129, grad_norm: 10.7021 2020-10-11 21:19:39,643 - mmaction - INFO - Epoch [38][200/2640] lr: 1.000e-03, eta: 7:52:55, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9016, loss_cls: 1.0765, loss: 1.0765, grad_norm: 11.1395 2020-10-11 21:19:55,962 - mmaction - INFO - Epoch [38][220/2640] lr: 1.000e-03, eta: 7:52:39, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9062, loss_cls: 1.0843, loss: 1.0843, grad_norm: 11.1203 2020-10-11 21:20:12,453 - mmaction - INFO - Epoch [38][240/2640] lr: 1.000e-03, eta: 7:52:22, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9078, loss_cls: 1.0694, loss: 1.0694, grad_norm: 11.1642 2020-10-11 21:20:28,928 - mmaction - INFO - Epoch [38][260/2640] lr: 1.000e-03, eta: 7:52:05, time: 0.828, data_time: 0.008, memory: 9800, top1_acc: 0.7203, top5_acc: 0.8938, loss_cls: 1.0829, loss: 1.0829, grad_norm: 11.0357 2020-10-11 21:20:45,364 - mmaction - INFO - Epoch [38][280/2640] lr: 1.000e-03, eta: 7:51:48, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8938, loss_cls: 1.1170, loss: 1.1170, grad_norm: 11.1664 2020-10-11 21:21:01,773 - mmaction - INFO - Epoch [38][300/2640] lr: 1.000e-03, eta: 7:51:32, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8992, loss_cls: 1.0979, loss: 1.0979, grad_norm: 11.2678 2020-10-11 21:21:18,330 - mmaction - INFO - Epoch [38][320/2640] lr: 1.000e-03, eta: 7:51:15, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8883, loss_cls: 1.1467, loss: 1.1467, grad_norm: 11.8005 2020-10-11 21:21:34,906 - mmaction - INFO - Epoch [38][340/2640] lr: 1.000e-03, eta: 7:50:58, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9062, loss_cls: 1.0236, loss: 1.0236, grad_norm: 10.7823 2020-10-11 21:21:51,275 - mmaction - INFO - Epoch [38][360/2640] lr: 1.000e-03, eta: 7:50:42, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9031, loss_cls: 1.0952, loss: 1.0952, grad_norm: 11.0751 2020-10-11 21:22:07,853 - mmaction - INFO - Epoch [38][380/2640] lr: 1.000e-03, eta: 7:50:25, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9094, loss_cls: 1.0715, loss: 1.0715, grad_norm: 11.2483 2020-10-11 21:22:24,231 - mmaction - INFO - Epoch [38][400/2640] lr: 1.000e-03, eta: 7:50:08, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.6867, top5_acc: 0.8961, loss_cls: 1.1574, loss: 1.1574, grad_norm: 11.4198 2020-10-11 21:22:40,662 - mmaction - INFO - Epoch [38][420/2640] lr: 1.000e-03, eta: 7:49:52, time: 0.821, data_time: 0.007, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9055, loss_cls: 1.0535, loss: 1.0535, grad_norm: 11.2164 2020-10-11 21:22:57,005 - mmaction - INFO - Epoch [38][440/2640] lr: 1.000e-03, eta: 7:49:35, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7172, top5_acc: 0.8984, loss_cls: 1.0351, loss: 1.0351, grad_norm: 11.3854 2020-10-11 21:23:13,448 - mmaction - INFO - Epoch [38][460/2640] lr: 1.000e-03, eta: 7:49:18, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9031, loss_cls: 1.0454, loss: 1.0454, grad_norm: 11.4511 2020-10-11 21:23:29,994 - mmaction - INFO - Epoch [38][480/2640] lr: 1.000e-03, eta: 7:49:02, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8992, loss_cls: 1.0826, loss: 1.0826, grad_norm: 11.2254 2020-10-11 21:23:46,342 - mmaction - INFO - Epoch [38][500/2640] lr: 1.000e-03, eta: 7:48:45, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9008, loss_cls: 1.1006, loss: 1.1006, grad_norm: 11.4210 2020-10-11 21:24:02,772 - mmaction - INFO - Epoch [38][520/2640] lr: 1.000e-03, eta: 7:48:28, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8859, loss_cls: 1.1445, loss: 1.1445, grad_norm: 11.5810 2020-10-11 21:24:19,153 - mmaction - INFO - Epoch [38][540/2640] lr: 1.000e-03, eta: 7:48:11, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9055, loss_cls: 1.0553, loss: 1.0553, grad_norm: 11.5587 2020-10-11 21:24:35,859 - mmaction - INFO - Epoch [38][560/2640] lr: 1.000e-03, eta: 7:47:55, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7117, top5_acc: 0.8992, loss_cls: 1.0812, loss: 1.0812, grad_norm: 11.2999 2020-10-11 21:24:52,309 - mmaction - INFO - Epoch [38][580/2640] lr: 1.000e-03, eta: 7:47:38, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9070, loss_cls: 1.0649, loss: 1.0649, grad_norm: 11.5262 2020-10-11 21:25:08,740 - mmaction - INFO - Epoch [38][600/2640] lr: 1.000e-03, eta: 7:47:21, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9094, loss_cls: 1.0202, loss: 1.0202, grad_norm: 10.7945 2020-10-11 21:25:25,291 - mmaction - INFO - Epoch [38][620/2640] lr: 1.000e-03, eta: 7:47:05, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9016, loss_cls: 1.0791, loss: 1.0791, grad_norm: 11.0875 2020-10-11 21:25:41,900 - mmaction - INFO - Epoch [38][640/2640] lr: 1.000e-03, eta: 7:46:48, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8961, loss_cls: 1.1241, loss: 1.1241, grad_norm: 11.5676 2020-10-11 21:25:58,265 - mmaction - INFO - Epoch [38][660/2640] lr: 1.000e-03, eta: 7:46:31, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.6867, top5_acc: 0.9016, loss_cls: 1.1154, loss: 1.1154, grad_norm: 11.5594 2020-10-11 21:26:14,900 - mmaction - INFO - Epoch [38][680/2640] lr: 1.000e-03, eta: 7:46:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9047, loss_cls: 1.1111, loss: 1.1111, grad_norm: 11.3388 2020-10-11 21:26:31,219 - mmaction - INFO - Epoch [38][700/2640] lr: 1.000e-03, eta: 7:45:58, time: 0.819, data_time: 0.007, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.1082, loss: 1.1082, grad_norm: 10.9648 2020-10-11 21:26:47,673 - mmaction - INFO - Epoch [38][720/2640] lr: 1.000e-03, eta: 7:45:41, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7273, top5_acc: 0.8977, loss_cls: 1.0544, loss: 1.0544, grad_norm: 10.9464 2020-10-11 21:27:04,098 - mmaction - INFO - Epoch [38][740/2640] lr: 1.000e-03, eta: 7:45:25, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0345, loss: 1.0345, grad_norm: 11.1466 2020-10-11 21:27:20,687 - mmaction - INFO - Epoch [38][760/2640] lr: 1.000e-03, eta: 7:45:08, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9141, loss_cls: 0.9818, loss: 0.9818, grad_norm: 10.9495 2020-10-11 21:27:37,213 - mmaction - INFO - Epoch [38][780/2640] lr: 1.000e-03, eta: 7:44:51, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9055, loss_cls: 1.0212, loss: 1.0212, grad_norm: 10.8827 2020-10-11 21:27:53,562 - mmaction - INFO - Epoch [38][800/2640] lr: 1.000e-03, eta: 7:44:35, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8977, loss_cls: 1.1127, loss: 1.1127, grad_norm: 11.6254 2020-10-11 21:28:10,221 - mmaction - INFO - Epoch [38][820/2640] lr: 1.000e-03, eta: 7:44:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9187, loss_cls: 1.0177, loss: 1.0177, grad_norm: 10.9648 2020-10-11 21:28:26,764 - mmaction - INFO - Epoch [38][840/2640] lr: 1.000e-03, eta: 7:44:01, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9125, loss_cls: 1.1017, loss: 1.1017, grad_norm: 11.6176 2020-10-11 21:28:43,358 - mmaction - INFO - Epoch [38][860/2640] lr: 1.000e-03, eta: 7:43:45, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9023, loss_cls: 1.0780, loss: 1.0780, grad_norm: 11.1873 2020-10-11 21:28:59,720 - mmaction - INFO - Epoch [38][880/2640] lr: 1.000e-03, eta: 7:43:28, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9109, loss_cls: 1.0747, loss: 1.0747, grad_norm: 11.1773 2020-10-11 21:29:16,158 - mmaction - INFO - Epoch [38][900/2640] lr: 1.000e-03, eta: 7:43:11, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9078, loss_cls: 1.0247, loss: 1.0247, grad_norm: 10.9386 2020-10-11 21:29:32,706 - mmaction - INFO - Epoch [38][920/2640] lr: 1.000e-03, eta: 7:42:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.0984, loss: 1.0984, grad_norm: 11.2793 2020-10-11 21:29:49,132 - mmaction - INFO - Epoch [38][940/2640] lr: 1.000e-03, eta: 7:42:38, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9031, loss_cls: 1.0517, loss: 1.0517, grad_norm: 11.6066 2020-10-11 21:30:05,684 - mmaction - INFO - Epoch [38][960/2640] lr: 1.000e-03, eta: 7:42:21, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9047, loss_cls: 1.0982, loss: 1.0982, grad_norm: 11.1743 2020-10-11 21:30:22,120 - mmaction - INFO - Epoch [38][980/2640] lr: 1.000e-03, eta: 7:42:05, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9062, loss_cls: 1.0322, loss: 1.0322, grad_norm: 10.9466 2020-10-11 21:30:38,642 - mmaction - INFO - Epoch [38][1000/2640] lr: 1.000e-03, eta: 7:41:48, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9016, loss_cls: 1.0971, loss: 1.0971, grad_norm: 11.4982 2020-10-11 21:30:55,026 - mmaction - INFO - Epoch [38][1020/2640] lr: 1.000e-03, eta: 7:41:31, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0777, loss: 1.0777, grad_norm: 11.3014 2020-10-11 21:31:11,469 - mmaction - INFO - Epoch [38][1040/2640] lr: 1.000e-03, eta: 7:41:14, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8914, loss_cls: 1.1369, loss: 1.1369, grad_norm: 11.3369 2020-10-11 21:31:28,009 - mmaction - INFO - Epoch [38][1060/2640] lr: 1.000e-03, eta: 7:40:58, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9031, loss_cls: 1.0923, loss: 1.0923, grad_norm: 11.5689 2020-10-11 21:31:44,507 - mmaction - INFO - Epoch [38][1080/2640] lr: 1.000e-03, eta: 7:40:41, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9000, loss_cls: 1.0593, loss: 1.0593, grad_norm: 11.4036 2020-10-11 21:32:00,983 - mmaction - INFO - Epoch [38][1100/2640] lr: 1.000e-03, eta: 7:40:24, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9008, loss_cls: 1.1252, loss: 1.1252, grad_norm: 11.5933 2020-10-11 21:32:17,468 - mmaction - INFO - Epoch [38][1120/2640] lr: 1.000e-03, eta: 7:40:08, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8953, loss_cls: 1.0937, loss: 1.0937, grad_norm: 11.2285 2020-10-11 21:32:33,988 - mmaction - INFO - Epoch [38][1140/2640] lr: 1.000e-03, eta: 7:39:51, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9055, loss_cls: 1.1119, loss: 1.1119, grad_norm: 11.9903 2020-10-11 21:32:50,376 - mmaction - INFO - Epoch [38][1160/2640] lr: 1.000e-03, eta: 7:39:34, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7203, top5_acc: 0.8969, loss_cls: 1.0670, loss: 1.0670, grad_norm: 11.1730 2020-10-11 21:33:06,997 - mmaction - INFO - Epoch [38][1180/2640] lr: 1.000e-03, eta: 7:39:18, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9117, loss_cls: 1.0427, loss: 1.0427, grad_norm: 10.9509 2020-10-11 21:33:23,520 - mmaction - INFO - Epoch [38][1200/2640] lr: 1.000e-03, eta: 7:39:01, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9258, loss_cls: 0.9799, loss: 0.9799, grad_norm: 10.4765 2020-10-11 21:33:40,109 - mmaction - INFO - Epoch [38][1220/2640] lr: 1.000e-03, eta: 7:38:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9008, loss_cls: 1.0772, loss: 1.0772, grad_norm: 10.9319 2020-10-11 21:33:56,514 - mmaction - INFO - Epoch [38][1240/2640] lr: 1.000e-03, eta: 7:38:28, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8922, loss_cls: 1.1121, loss: 1.1121, grad_norm: 11.3231 2020-10-11 21:34:12,886 - mmaction - INFO - Epoch [38][1260/2640] lr: 1.000e-03, eta: 7:38:11, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8969, loss_cls: 1.1409, loss: 1.1409, grad_norm: 11.4944 2020-10-11 21:34:29,256 - mmaction - INFO - Epoch [38][1280/2640] lr: 1.000e-03, eta: 7:37:54, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9227, loss_cls: 0.9548, loss: 0.9548, grad_norm: 10.8516 2020-10-11 21:34:45,693 - mmaction - INFO - Epoch [38][1300/2640] lr: 1.000e-03, eta: 7:37:38, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9047, loss_cls: 1.0751, loss: 1.0751, grad_norm: 11.2940 2020-10-11 21:35:02,265 - mmaction - INFO - Epoch [38][1320/2640] lr: 1.000e-03, eta: 7:37:21, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9008, loss_cls: 1.0935, loss: 1.0935, grad_norm: 11.0920 2020-10-11 21:35:18,631 - mmaction - INFO - Epoch [38][1340/2640] lr: 1.000e-03, eta: 7:37:04, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9047, loss_cls: 1.0602, loss: 1.0602, grad_norm: 10.7147 2020-10-11 21:35:35,061 - mmaction - INFO - Epoch [38][1360/2640] lr: 1.000e-03, eta: 7:36:48, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8953, loss_cls: 1.1159, loss: 1.1159, grad_norm: 10.9768 2020-10-11 21:35:51,506 - mmaction - INFO - Epoch [38][1380/2640] lr: 1.000e-03, eta: 7:36:31, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9016, loss_cls: 1.0953, loss: 1.0953, grad_norm: 11.5635 2020-10-11 21:36:07,994 - mmaction - INFO - Epoch [38][1400/2640] lr: 1.000e-03, eta: 7:36:14, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9078, loss_cls: 1.1075, loss: 1.1075, grad_norm: 11.4703 2020-10-11 21:36:24,404 - mmaction - INFO - Epoch [38][1420/2640] lr: 1.000e-03, eta: 7:35:57, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9078, loss_cls: 1.0616, loss: 1.0616, grad_norm: 11.2065 2020-10-11 21:36:40,965 - mmaction - INFO - Epoch [38][1440/2640] lr: 1.000e-03, eta: 7:35:41, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9016, loss_cls: 1.0508, loss: 1.0508, grad_norm: 11.1909 2020-10-11 21:36:57,340 - mmaction - INFO - Epoch [38][1460/2640] lr: 1.000e-03, eta: 7:35:24, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9078, loss_cls: 1.0565, loss: 1.0565, grad_norm: 11.0467 2020-10-11 21:37:13,968 - mmaction - INFO - Epoch [38][1480/2640] lr: 1.000e-03, eta: 7:35:07, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8961, loss_cls: 1.1602, loss: 1.1602, grad_norm: 11.6661 2020-10-11 21:37:30,311 - mmaction - INFO - Epoch [38][1500/2640] lr: 1.000e-03, eta: 7:34:51, time: 0.819, data_time: 0.006, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9000, loss_cls: 1.0782, loss: 1.0782, grad_norm: 10.8499 2020-10-11 21:37:46,962 - mmaction - INFO - Epoch [38][1520/2640] lr: 1.000e-03, eta: 7:34:34, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9148, loss_cls: 1.0538, loss: 1.0538, grad_norm: 11.2623 2020-10-11 21:38:03,502 - mmaction - INFO - Epoch [38][1540/2640] lr: 1.000e-03, eta: 7:34:17, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8867, loss_cls: 1.1391, loss: 1.1391, grad_norm: 11.5648 2020-10-11 21:38:20,087 - mmaction - INFO - Epoch [38][1560/2640] lr: 1.000e-03, eta: 7:34:01, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9047, loss_cls: 1.0837, loss: 1.0837, grad_norm: 11.1113 2020-10-11 21:38:36,502 - mmaction - INFO - Epoch [38][1580/2640] lr: 1.000e-03, eta: 7:33:44, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8891, loss_cls: 1.1821, loss: 1.1821, grad_norm: 11.6263 2020-10-11 21:38:53,056 - mmaction - INFO - Epoch [38][1600/2640] lr: 1.000e-03, eta: 7:33:27, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8883, loss_cls: 1.1269, loss: 1.1269, grad_norm: 11.5572 2020-10-11 21:39:09,442 - mmaction - INFO - Epoch [38][1620/2640] lr: 1.000e-03, eta: 7:33:11, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9070, loss_cls: 1.0423, loss: 1.0423, grad_norm: 10.7509 2020-10-11 21:39:25,821 - mmaction - INFO - Epoch [38][1640/2640] lr: 1.000e-03, eta: 7:32:54, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8969, loss_cls: 1.1433, loss: 1.1433, grad_norm: 11.2970 2020-10-11 21:39:42,210 - mmaction - INFO - Epoch [38][1660/2640] lr: 1.000e-03, eta: 7:32:37, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8914, loss_cls: 1.1393, loss: 1.1393, grad_norm: 11.4119 2020-10-11 21:39:58,593 - mmaction - INFO - Epoch [38][1680/2640] lr: 1.000e-03, eta: 7:32:21, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8930, loss_cls: 1.1387, loss: 1.1387, grad_norm: 11.3239 2020-10-11 21:40:15,050 - mmaction - INFO - Epoch [38][1700/2640] lr: 1.000e-03, eta: 7:32:04, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8883, loss_cls: 1.1218, loss: 1.1218, grad_norm: 11.3725 2020-10-11 21:40:31,589 - mmaction - INFO - Epoch [38][1720/2640] lr: 1.000e-03, eta: 7:31:47, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9203, loss_cls: 1.0237, loss: 1.0237, grad_norm: 11.1107 2020-10-11 21:40:47,952 - mmaction - INFO - Epoch [38][1740/2640] lr: 1.000e-03, eta: 7:31:30, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7180, top5_acc: 0.8992, loss_cls: 1.1142, loss: 1.1142, grad_norm: 11.3356 2020-10-11 21:41:04,353 - mmaction - INFO - Epoch [38][1760/2640] lr: 1.000e-03, eta: 7:31:14, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9133, loss_cls: 1.0430, loss: 1.0430, grad_norm: 11.2227 2020-10-11 21:41:20,979 - mmaction - INFO - Epoch [38][1780/2640] lr: 1.000e-03, eta: 7:30:57, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.8906, loss_cls: 1.1125, loss: 1.1125, grad_norm: 11.8093 2020-10-11 21:41:37,502 - mmaction - INFO - Epoch [38][1800/2640] lr: 1.000e-03, eta: 7:30:40, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9156, loss_cls: 1.0556, loss: 1.0556, grad_norm: 11.1724 2020-10-11 21:41:54,017 - mmaction - INFO - Epoch [38][1820/2640] lr: 1.000e-03, eta: 7:30:24, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9156, loss_cls: 1.0275, loss: 1.0275, grad_norm: 11.2097 2020-10-11 21:42:10,546 - mmaction - INFO - Epoch [38][1840/2640] lr: 1.000e-03, eta: 7:30:07, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8953, loss_cls: 1.0979, loss: 1.0979, grad_norm: 11.4161 2020-10-11 21:42:26,866 - mmaction - INFO - Epoch [38][1860/2640] lr: 1.000e-03, eta: 7:29:50, time: 0.816, data_time: 0.004, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8922, loss_cls: 1.1431, loss: 1.1431, grad_norm: 11.5398 2020-10-11 21:42:43,335 - mmaction - INFO - Epoch [38][1880/2640] lr: 1.000e-03, eta: 7:29:34, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9102, loss_cls: 1.0465, loss: 1.0465, grad_norm: 11.0055 2020-10-11 21:42:59,904 - mmaction - INFO - Epoch [38][1900/2640] lr: 1.000e-03, eta: 7:29:17, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.6898, top5_acc: 0.8945, loss_cls: 1.1617, loss: 1.1617, grad_norm: 11.5264 2020-10-11 21:43:16,566 - mmaction - INFO - Epoch [38][1920/2640] lr: 1.000e-03, eta: 7:29:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.0742, loss: 1.0742, grad_norm: 11.2904 2020-10-11 21:43:33,107 - mmaction - INFO - Epoch [38][1940/2640] lr: 1.000e-03, eta: 7:28:44, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9055, loss_cls: 1.1050, loss: 1.1050, grad_norm: 11.7105 2020-10-11 21:43:49,415 - mmaction - INFO - Epoch [38][1960/2640] lr: 1.000e-03, eta: 7:28:27, time: 0.816, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8961, loss_cls: 1.0946, loss: 1.0946, grad_norm: 11.2898 2020-10-11 21:44:05,828 - mmaction - INFO - Epoch [38][1980/2640] lr: 1.000e-03, eta: 7:28:10, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9008, loss_cls: 1.0981, loss: 1.0981, grad_norm: 11.4296 2020-10-11 21:44:22,373 - mmaction - INFO - Epoch [38][2000/2640] lr: 1.000e-03, eta: 7:27:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9062, loss_cls: 1.0466, loss: 1.0466, grad_norm: 11.2008 2020-10-11 21:44:38,769 - mmaction - INFO - Epoch [38][2020/2640] lr: 1.000e-03, eta: 7:27:37, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9164, loss_cls: 1.0059, loss: 1.0059, grad_norm: 10.9963 2020-10-11 21:44:55,173 - mmaction - INFO - Epoch [38][2040/2640] lr: 1.000e-03, eta: 7:27:20, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9180, loss_cls: 1.0002, loss: 1.0002, grad_norm: 10.8796 2020-10-11 21:45:11,593 - mmaction - INFO - Epoch [38][2060/2640] lr: 1.000e-03, eta: 7:27:04, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9031, loss_cls: 1.0858, loss: 1.0858, grad_norm: 11.4310 2020-10-11 21:45:27,957 - mmaction - INFO - Epoch [38][2080/2640] lr: 1.000e-03, eta: 7:26:47, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9117, loss_cls: 1.0806, loss: 1.0806, grad_norm: 11.4955 2020-10-11 21:45:44,503 - mmaction - INFO - Epoch [38][2100/2640] lr: 1.000e-03, eta: 7:26:30, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0145, loss: 1.0145, grad_norm: 11.0156 2020-10-11 21:46:00,940 - mmaction - INFO - Epoch [38][2120/2640] lr: 1.000e-03, eta: 7:26:14, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.6969, top5_acc: 0.9023, loss_cls: 1.1021, loss: 1.1021, grad_norm: 11.4761 2020-10-11 21:46:17,529 - mmaction - INFO - Epoch [38][2140/2640] lr: 1.000e-03, eta: 7:25:57, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8953, loss_cls: 1.1238, loss: 1.1238, grad_norm: 11.2732 2020-10-11 21:46:34,174 - mmaction - INFO - Epoch [38][2160/2640] lr: 1.000e-03, eta: 7:25:40, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9094, loss_cls: 1.0642, loss: 1.0642, grad_norm: 11.5429 2020-10-11 21:46:50,668 - mmaction - INFO - Epoch [38][2180/2640] lr: 1.000e-03, eta: 7:25:24, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0907, loss: 1.0907, grad_norm: 11.4131 2020-10-11 21:47:07,071 - mmaction - INFO - Epoch [38][2200/2640] lr: 1.000e-03, eta: 7:25:07, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8922, loss_cls: 1.1035, loss: 1.1035, grad_norm: 11.2114 2020-10-11 21:47:23,447 - mmaction - INFO - Epoch [38][2220/2640] lr: 1.000e-03, eta: 7:24:50, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8945, loss_cls: 1.1261, loss: 1.1261, grad_norm: 11.4655 2020-10-11 21:47:40,029 - mmaction - INFO - Epoch [38][2240/2640] lr: 1.000e-03, eta: 7:24:34, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8953, loss_cls: 1.1445, loss: 1.1445, grad_norm: 11.4494 2020-10-11 21:47:56,418 - mmaction - INFO - Epoch [38][2260/2640] lr: 1.000e-03, eta: 7:24:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9031, loss_cls: 1.0528, loss: 1.0528, grad_norm: 11.1687 2020-10-11 21:48:12,847 - mmaction - INFO - Epoch [38][2280/2640] lr: 1.000e-03, eta: 7:24:00, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8969, loss_cls: 1.1087, loss: 1.1087, grad_norm: 11.3807 2020-10-11 21:48:29,375 - mmaction - INFO - Epoch [38][2300/2640] lr: 1.000e-03, eta: 7:23:43, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8992, loss_cls: 1.0877, loss: 1.0877, grad_norm: 11.8088 2020-10-11 21:48:45,799 - mmaction - INFO - Epoch [38][2320/2640] lr: 1.000e-03, eta: 7:23:27, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9055, loss_cls: 1.0477, loss: 1.0477, grad_norm: 11.1037 2020-10-11 21:49:02,376 - mmaction - INFO - Epoch [38][2340/2640] lr: 1.000e-03, eta: 7:23:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7180, top5_acc: 0.8961, loss_cls: 1.0689, loss: 1.0689, grad_norm: 11.2407 2020-10-11 21:49:19,011 - mmaction - INFO - Epoch [38][2360/2640] lr: 1.000e-03, eta: 7:22:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.1200, loss: 1.1200, grad_norm: 11.2583 2020-10-11 21:49:35,558 - mmaction - INFO - Epoch [38][2380/2640] lr: 1.000e-03, eta: 7:22:37, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9070, loss_cls: 1.0449, loss: 1.0449, grad_norm: 10.9818 2020-10-11 21:49:51,930 - mmaction - INFO - Epoch [38][2400/2640] lr: 1.000e-03, eta: 7:22:20, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7203, top5_acc: 0.8945, loss_cls: 1.1047, loss: 1.1047, grad_norm: 11.3003 2020-10-11 21:50:08,505 - mmaction - INFO - Epoch [38][2420/2640] lr: 1.000e-03, eta: 7:22:04, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9047, loss_cls: 1.0445, loss: 1.0445, grad_norm: 11.2664 2020-10-11 21:50:24,920 - mmaction - INFO - Epoch [38][2440/2640] lr: 1.000e-03, eta: 7:21:47, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8938, loss_cls: 1.1357, loss: 1.1357, grad_norm: 11.9761 2020-10-11 21:50:41,345 - mmaction - INFO - Epoch [38][2460/2640] lr: 1.000e-03, eta: 7:21:30, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.6930, top5_acc: 0.9016, loss_cls: 1.1142, loss: 1.1142, grad_norm: 11.6193 2020-10-11 21:50:57,878 - mmaction - INFO - Epoch [38][2480/2640] lr: 1.000e-03, eta: 7:21:13, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9086, loss_cls: 1.0673, loss: 1.0673, grad_norm: 11.0976 2020-10-11 21:51:14,321 - mmaction - INFO - Epoch [38][2500/2640] lr: 1.000e-03, eta: 7:20:57, time: 0.821, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9055, loss_cls: 1.0860, loss: 1.0860, grad_norm: 10.9596 2020-10-11 21:51:30,838 - mmaction - INFO - Epoch [38][2520/2640] lr: 1.000e-03, eta: 7:20:40, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9141, loss_cls: 1.0270, loss: 1.0270, grad_norm: 11.0910 2020-10-11 21:51:47,294 - mmaction - INFO - Epoch [38][2540/2640] lr: 1.000e-03, eta: 7:20:23, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9023, loss_cls: 1.1101, loss: 1.1101, grad_norm: 11.6470 2020-10-11 21:52:03,847 - mmaction - INFO - Epoch [38][2560/2640] lr: 1.000e-03, eta: 7:20:07, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9086, loss_cls: 1.0583, loss: 1.0583, grad_norm: 11.2231 2020-10-11 21:52:20,483 - mmaction - INFO - Epoch [38][2580/2640] lr: 1.000e-03, eta: 7:19:50, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9102, loss_cls: 1.0536, loss: 1.0536, grad_norm: 10.8560 2020-10-11 21:52:37,036 - mmaction - INFO - Epoch [38][2600/2640] lr: 1.000e-03, eta: 7:19:33, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7031, top5_acc: 0.9023, loss_cls: 1.1237, loss: 1.1237, grad_norm: 11.4669 2020-10-11 21:52:53,371 - mmaction - INFO - Epoch [38][2620/2640] lr: 1.000e-03, eta: 7:19:17, time: 0.817, data_time: 0.004, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9016, loss_cls: 1.1222, loss: 1.1222, grad_norm: 11.3745 2020-10-11 21:53:09,609 - mmaction - INFO - Epoch [38][2640/2640] lr: 1.000e-03, eta: 7:19:00, time: 0.810, data_time: 0.005, memory: 9800, top1_acc: 0.7129, top5_acc: 0.9000, loss_cls: 1.0791, loss: 1.0791, grad_norm: 11.4932 2020-10-11 21:53:09,922 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-10-11 21:53:37,212 - mmaction - INFO - Epoch [39][20/2640] lr: 1.000e-03, eta: 7:18:46, time: 1.241, data_time: 0.384, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9211, loss_cls: 1.0312, loss: 1.0312, grad_norm: 11.5139 2020-10-11 21:53:53,599 - mmaction - INFO - Epoch [39][40/2640] lr: 1.000e-03, eta: 7:18:29, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.8961, loss_cls: 1.0501, loss: 1.0501, grad_norm: 11.2677 2020-10-11 21:54:10,013 - mmaction - INFO - Epoch [39][60/2640] lr: 1.000e-03, eta: 7:18:13, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9000, loss_cls: 1.0779, loss: 1.0779, grad_norm: 10.6821 2020-10-11 21:54:26,379 - mmaction - INFO - Epoch [39][80/2640] lr: 1.000e-03, eta: 7:17:56, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7258, top5_acc: 0.9117, loss_cls: 1.0426, loss: 1.0426, grad_norm: 11.3488 2020-10-11 21:54:42,819 - mmaction - INFO - Epoch [39][100/2640] lr: 1.000e-03, eta: 7:17:39, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 0.9813, loss: 0.9813, grad_norm: 10.9001 2020-10-11 21:54:59,167 - mmaction - INFO - Epoch [39][120/2640] lr: 1.000e-03, eta: 7:17:22, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7391, top5_acc: 0.9172, loss_cls: 0.9904, loss: 0.9904, grad_norm: 11.3240 2020-10-11 21:55:15,563 - mmaction - INFO - Epoch [39][140/2640] lr: 1.000e-03, eta: 7:17:06, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7266, top5_acc: 0.8992, loss_cls: 1.0392, loss: 1.0392, grad_norm: 11.2963 2020-10-11 21:55:32,135 - mmaction - INFO - Epoch [39][160/2640] lr: 1.000e-03, eta: 7:16:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7320, top5_acc: 0.9031, loss_cls: 1.0141, loss: 1.0141, grad_norm: 10.6876 2020-10-11 21:55:48,489 - mmaction - INFO - Epoch [39][180/2640] lr: 1.000e-03, eta: 7:16:32, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9023, loss_cls: 1.0407, loss: 1.0407, grad_norm: 11.2600 2020-10-11 21:56:05,088 - mmaction - INFO - Epoch [39][200/2640] lr: 1.000e-03, eta: 7:16:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7250, top5_acc: 0.8977, loss_cls: 1.0780, loss: 1.0780, grad_norm: 11.8439 2020-10-11 21:56:21,509 - mmaction - INFO - Epoch [39][220/2640] lr: 1.000e-03, eta: 7:15:59, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7406, top5_acc: 0.9211, loss_cls: 0.9595, loss: 0.9595, grad_norm: 11.0133 2020-10-11 21:56:38,085 - mmaction - INFO - Epoch [39][240/2640] lr: 1.000e-03, eta: 7:15:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.0663, loss: 1.0663, grad_norm: 11.6363 2020-10-11 21:56:54,498 - mmaction - INFO - Epoch [39][260/2640] lr: 1.000e-03, eta: 7:15:26, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7305, top5_acc: 0.8977, loss_cls: 1.0446, loss: 1.0446, grad_norm: 11.7365 2020-10-11 21:57:11,087 - mmaction - INFO - Epoch [39][280/2640] lr: 1.000e-03, eta: 7:15:09, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7352, top5_acc: 0.9109, loss_cls: 1.0257, loss: 1.0257, grad_norm: 10.7012 2020-10-11 21:57:27,633 - mmaction - INFO - Epoch [39][300/2640] lr: 1.000e-03, eta: 7:14:52, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 1.0091, loss: 1.0091, grad_norm: 11.1588 2020-10-11 21:57:44,036 - mmaction - INFO - Epoch [39][320/2640] lr: 1.000e-03, eta: 7:14:36, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9234, loss_cls: 0.9717, loss: 0.9717, grad_norm: 11.0562 2020-10-11 21:58:00,429 - mmaction - INFO - Epoch [39][340/2640] lr: 1.000e-03, eta: 7:14:19, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8992, loss_cls: 1.0501, loss: 1.0501, grad_norm: 11.4114 2020-10-11 21:58:17,038 - mmaction - INFO - Epoch [39][360/2640] lr: 1.000e-03, eta: 7:14:02, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0569, loss: 1.0569, grad_norm: 11.4166 2020-10-11 21:58:33,605 - mmaction - INFO - Epoch [39][380/2640] lr: 1.000e-03, eta: 7:13:46, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9016, loss_cls: 1.0504, loss: 1.0504, grad_norm: 11.3653 2020-10-11 21:58:50,001 - mmaction - INFO - Epoch [39][400/2640] lr: 1.000e-03, eta: 7:13:29, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.0916, loss: 1.0916, grad_norm: 11.7241 2020-10-11 21:59:06,571 - mmaction - INFO - Epoch [39][420/2640] lr: 1.000e-03, eta: 7:13:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9172, loss_cls: 1.0122, loss: 1.0122, grad_norm: 11.0151 2020-10-11 21:59:22,992 - mmaction - INFO - Epoch [39][440/2640] lr: 1.000e-03, eta: 7:12:56, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9031, loss_cls: 1.0594, loss: 1.0594, grad_norm: 11.5815 2020-10-11 21:59:39,662 - mmaction - INFO - Epoch [39][460/2640] lr: 1.000e-03, eta: 7:12:39, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9070, loss_cls: 1.0133, loss: 1.0133, grad_norm: 11.5901 2020-10-11 21:59:56,284 - mmaction - INFO - Epoch [39][480/2640] lr: 1.000e-03, eta: 7:12:22, time: 0.838, data_time: 0.009, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9203, loss_cls: 0.9793, loss: 0.9793, grad_norm: 11.2373 2020-10-11 22:00:16,013 - mmaction - INFO - Epoch [39][500/2640] lr: 1.000e-03, eta: 7:12:07, time: 0.985, data_time: 0.005, memory: 9800, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 1.0071, loss: 1.0071, grad_norm: 11.1971 2020-10-11 22:00:32,548 - mmaction - INFO - Epoch [39][520/2640] lr: 1.000e-03, eta: 7:11:50, time: 0.829, data_time: 0.009, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9086, loss_cls: 1.1016, loss: 1.1016, grad_norm: 12.2354 2020-10-11 22:00:49,007 - mmaction - INFO - Epoch [39][540/2640] lr: 1.000e-03, eta: 7:11:33, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9047, loss_cls: 1.0728, loss: 1.0728, grad_norm: 12.1060 2020-10-11 22:01:05,535 - mmaction - INFO - Epoch [39][560/2640] lr: 1.000e-03, eta: 7:11:17, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8984, loss_cls: 1.0683, loss: 1.0683, grad_norm: 11.4720 2020-10-11 22:01:22,178 - mmaction - INFO - Epoch [39][580/2640] lr: 1.000e-03, eta: 7:11:00, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7195, top5_acc: 0.8961, loss_cls: 1.0323, loss: 1.0323, grad_norm: 11.3571 2020-10-11 22:01:38,758 - mmaction - INFO - Epoch [39][600/2640] lr: 1.000e-03, eta: 7:10:43, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9211, loss_cls: 0.9738, loss: 0.9738, grad_norm: 11.5281 2020-10-11 22:01:55,124 - mmaction - INFO - Epoch [39][620/2640] lr: 1.000e-03, eta: 7:10:27, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7125, top5_acc: 0.8922, loss_cls: 1.1326, loss: 1.1326, grad_norm: 11.7092 2020-10-11 22:02:11,508 - mmaction - INFO - Epoch [39][640/2640] lr: 1.000e-03, eta: 7:10:10, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.8914, loss_cls: 1.1147, loss: 1.1147, grad_norm: 11.4513 2020-10-11 22:02:28,100 - mmaction - INFO - Epoch [39][660/2640] lr: 1.000e-03, eta: 7:09:53, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7055, top5_acc: 0.9008, loss_cls: 1.1084, loss: 1.1084, grad_norm: 11.7191 2020-10-11 22:02:44,464 - mmaction - INFO - Epoch [39][680/2640] lr: 1.000e-03, eta: 7:09:37, time: 0.818, data_time: 0.004, memory: 9800, top1_acc: 0.7320, top5_acc: 0.9102, loss_cls: 1.0322, loss: 1.0322, grad_norm: 11.6305 2020-10-11 22:03:00,835 - mmaction - INFO - Epoch [39][700/2640] lr: 1.000e-03, eta: 7:09:20, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9187, loss_cls: 1.0078, loss: 1.0078, grad_norm: 11.1839 2020-10-11 22:03:17,257 - mmaction - INFO - Epoch [39][720/2640] lr: 1.000e-03, eta: 7:09:03, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7258, top5_acc: 0.9109, loss_cls: 1.0603, loss: 1.0603, grad_norm: 11.5103 2020-10-11 22:03:33,891 - mmaction - INFO - Epoch [39][740/2640] lr: 1.000e-03, eta: 7:08:47, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9078, loss_cls: 1.0990, loss: 1.0990, grad_norm: 11.6422 2020-10-11 22:03:50,403 - mmaction - INFO - Epoch [39][760/2640] lr: 1.000e-03, eta: 7:08:30, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7305, top5_acc: 0.9125, loss_cls: 1.0271, loss: 1.0271, grad_norm: 11.0544 2020-10-11 22:04:06,821 - mmaction - INFO - Epoch [39][780/2640] lr: 1.000e-03, eta: 7:08:13, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8977, loss_cls: 1.1235, loss: 1.1235, grad_norm: 11.9039 2020-10-11 22:04:23,243 - mmaction - INFO - Epoch [39][800/2640] lr: 1.000e-03, eta: 7:07:57, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9086, loss_cls: 1.0332, loss: 1.0332, grad_norm: 11.4978 2020-10-11 22:04:39,758 - mmaction - INFO - Epoch [39][820/2640] lr: 1.000e-03, eta: 7:07:40, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0403, loss: 1.0403, grad_norm: 11.5840 2020-10-11 22:04:56,158 - mmaction - INFO - Epoch [39][840/2640] lr: 1.000e-03, eta: 7:07:23, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9164, loss_cls: 0.9836, loss: 0.9836, grad_norm: 11.1628 2020-10-11 22:05:12,773 - mmaction - INFO - Epoch [39][860/2640] lr: 1.000e-03, eta: 7:07:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9148, loss_cls: 1.0129, loss: 1.0129, grad_norm: 11.3340 2020-10-11 22:05:29,213 - mmaction - INFO - Epoch [39][880/2640] lr: 1.000e-03, eta: 7:06:50, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9203, loss_cls: 0.9771, loss: 0.9771, grad_norm: 11.5854 2020-10-11 22:05:45,759 - mmaction - INFO - Epoch [39][900/2640] lr: 1.000e-03, eta: 7:06:33, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8961, loss_cls: 1.0813, loss: 1.0813, grad_norm: 11.7336 2020-10-11 22:06:02,299 - mmaction - INFO - Epoch [39][920/2640] lr: 1.000e-03, eta: 7:06:17, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9000, loss_cls: 1.0968, loss: 1.0968, grad_norm: 11.7677 2020-10-11 22:06:18,732 - mmaction - INFO - Epoch [39][940/2640] lr: 1.000e-03, eta: 7:06:00, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8836, loss_cls: 1.1592, loss: 1.1592, grad_norm: 11.6414 2020-10-11 22:06:35,298 - mmaction - INFO - Epoch [39][960/2640] lr: 1.000e-03, eta: 7:05:43, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9031, loss_cls: 1.0640, loss: 1.0640, grad_norm: 11.4567 2020-10-11 22:06:51,669 - mmaction - INFO - Epoch [39][980/2640] lr: 1.000e-03, eta: 7:05:27, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9102, loss_cls: 1.0598, loss: 1.0598, grad_norm: 11.2697 2020-10-11 22:07:08,271 - mmaction - INFO - Epoch [39][1000/2640] lr: 1.000e-03, eta: 7:05:10, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9109, loss_cls: 1.0418, loss: 1.0418, grad_norm: 11.6913 2020-10-11 22:07:24,829 - mmaction - INFO - Epoch [39][1020/2640] lr: 1.000e-03, eta: 7:04:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9047, loss_cls: 1.0697, loss: 1.0697, grad_norm: 11.6142 2020-10-11 22:07:41,268 - mmaction - INFO - Epoch [39][1040/2640] lr: 1.000e-03, eta: 7:04:37, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9023, loss_cls: 1.0683, loss: 1.0683, grad_norm: 11.4738 2020-10-11 22:07:57,614 - mmaction - INFO - Epoch [39][1060/2640] lr: 1.000e-03, eta: 7:04:20, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9133, loss_cls: 1.0665, loss: 1.0665, grad_norm: 11.4388 2020-10-11 22:08:14,261 - mmaction - INFO - Epoch [39][1080/2640] lr: 1.000e-03, eta: 7:04:03, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9055, loss_cls: 1.1000, loss: 1.1000, grad_norm: 11.5497 2020-10-11 22:08:30,815 - mmaction - INFO - Epoch [39][1100/2640] lr: 1.000e-03, eta: 7:03:47, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8938, loss_cls: 1.1060, loss: 1.1060, grad_norm: 11.8059 2020-10-11 22:08:47,418 - mmaction - INFO - Epoch [39][1120/2640] lr: 1.000e-03, eta: 7:03:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9031, loss_cls: 1.0993, loss: 1.0993, grad_norm: 11.9049 2020-10-11 22:09:03,768 - mmaction - INFO - Epoch [39][1140/2640] lr: 1.000e-03, eta: 7:03:13, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9078, loss_cls: 1.0405, loss: 1.0405, grad_norm: 11.5816 2020-10-11 22:09:20,257 - mmaction - INFO - Epoch [39][1160/2640] lr: 1.000e-03, eta: 7:02:57, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9141, loss_cls: 1.0336, loss: 1.0336, grad_norm: 11.5628 2020-10-11 22:09:36,748 - mmaction - INFO - Epoch [39][1180/2640] lr: 1.000e-03, eta: 7:02:40, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8930, loss_cls: 1.1215, loss: 1.1215, grad_norm: 11.4419 2020-10-11 22:09:53,130 - mmaction - INFO - Epoch [39][1200/2640] lr: 1.000e-03, eta: 7:02:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7305, top5_acc: 0.9094, loss_cls: 1.0487, loss: 1.0487, grad_norm: 11.1911 2020-10-11 22:10:09,885 - mmaction - INFO - Epoch [39][1220/2640] lr: 1.000e-03, eta: 7:02:07, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 1.0297, loss: 1.0297, grad_norm: 11.4267 2020-10-11 22:10:26,511 - mmaction - INFO - Epoch [39][1240/2640] lr: 1.000e-03, eta: 7:01:50, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7320, top5_acc: 0.9055, loss_cls: 1.0445, loss: 1.0445, grad_norm: 11.6918 2020-10-11 22:10:43,110 - mmaction - INFO - Epoch [39][1260/2640] lr: 1.000e-03, eta: 7:01:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9016, loss_cls: 1.0616, loss: 1.0616, grad_norm: 11.5644 2020-10-11 22:10:59,505 - mmaction - INFO - Epoch [39][1280/2640] lr: 1.000e-03, eta: 7:01:17, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9008, loss_cls: 1.0794, loss: 1.0794, grad_norm: 11.6096 2020-10-11 22:11:16,102 - mmaction - INFO - Epoch [39][1300/2640] lr: 1.000e-03, eta: 7:01:00, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7195, top5_acc: 0.8992, loss_cls: 1.0859, loss: 1.0859, grad_norm: 11.7712 2020-10-11 22:11:32,458 - mmaction - INFO - Epoch [39][1320/2640] lr: 1.000e-03, eta: 7:00:43, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7320, top5_acc: 0.9086, loss_cls: 1.0287, loss: 1.0287, grad_norm: 10.8893 2020-10-11 22:11:48,938 - mmaction - INFO - Epoch [39][1340/2640] lr: 1.000e-03, eta: 7:00:27, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9062, loss_cls: 1.0443, loss: 1.0443, grad_norm: 11.5505 2020-10-11 22:12:05,419 - mmaction - INFO - Epoch [39][1360/2640] lr: 1.000e-03, eta: 7:00:10, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9008, loss_cls: 1.0983, loss: 1.0983, grad_norm: 11.6727 2020-10-11 22:12:21,867 - mmaction - INFO - Epoch [39][1380/2640] lr: 1.000e-03, eta: 6:59:53, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7352, top5_acc: 0.9203, loss_cls: 1.0183, loss: 1.0183, grad_norm: 11.5547 2020-10-11 22:12:38,435 - mmaction - INFO - Epoch [39][1400/2640] lr: 1.000e-03, eta: 6:59:37, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9039, loss_cls: 1.1080, loss: 1.1080, grad_norm: 11.9329 2020-10-11 22:12:54,780 - mmaction - INFO - Epoch [39][1420/2640] lr: 1.000e-03, eta: 6:59:20, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9008, loss_cls: 1.0418, loss: 1.0418, grad_norm: 11.3313 2020-10-11 22:13:11,422 - mmaction - INFO - Epoch [39][1440/2640] lr: 1.000e-03, eta: 6:59:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9141, loss_cls: 0.9880, loss: 0.9880, grad_norm: 11.0368 2020-10-11 22:13:27,971 - mmaction - INFO - Epoch [39][1460/2640] lr: 1.000e-03, eta: 6:58:47, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9094, loss_cls: 1.0392, loss: 1.0392, grad_norm: 11.5758 2020-10-11 22:13:44,561 - mmaction - INFO - Epoch [39][1480/2640] lr: 1.000e-03, eta: 6:58:30, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7352, top5_acc: 0.8969, loss_cls: 1.0591, loss: 1.0591, grad_norm: 11.1336 2020-10-11 22:14:00,973 - mmaction - INFO - Epoch [39][1500/2640] lr: 1.000e-03, eta: 6:58:13, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7070, top5_acc: 0.8977, loss_cls: 1.1144, loss: 1.1144, grad_norm: 11.7335 2020-10-11 22:14:17,589 - mmaction - INFO - Epoch [39][1520/2640] lr: 1.000e-03, eta: 6:57:57, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8828, loss_cls: 1.1329, loss: 1.1329, grad_norm: 11.6739 2020-10-11 22:14:34,220 - mmaction - INFO - Epoch [39][1540/2640] lr: 1.000e-03, eta: 6:57:40, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9047, loss_cls: 1.0963, loss: 1.0963, grad_norm: 12.1329 2020-10-11 22:14:50,714 - mmaction - INFO - Epoch [39][1560/2640] lr: 1.000e-03, eta: 6:57:23, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8883, loss_cls: 1.1430, loss: 1.1430, grad_norm: 11.6970 2020-10-11 22:15:07,117 - mmaction - INFO - Epoch [39][1580/2640] lr: 1.000e-03, eta: 6:57:07, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7016, top5_acc: 0.8969, loss_cls: 1.0986, loss: 1.0986, grad_norm: 11.6043 2020-10-11 22:15:23,503 - mmaction - INFO - Epoch [39][1600/2640] lr: 1.000e-03, eta: 6:56:50, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.8984, loss_cls: 1.0641, loss: 1.0641, grad_norm: 11.9565 2020-10-11 22:15:40,113 - mmaction - INFO - Epoch [39][1620/2640] lr: 1.000e-03, eta: 6:56:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8945, loss_cls: 1.1462, loss: 1.1462, grad_norm: 11.7097 2020-10-11 22:15:56,481 - mmaction - INFO - Epoch [39][1640/2640] lr: 1.000e-03, eta: 6:56:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9039, loss_cls: 1.0371, loss: 1.0371, grad_norm: 11.3226 2020-10-11 22:16:13,143 - mmaction - INFO - Epoch [39][1660/2640] lr: 1.000e-03, eta: 6:56:00, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9023, loss_cls: 1.0970, loss: 1.0970, grad_norm: 11.5358 2020-10-11 22:16:29,667 - mmaction - INFO - Epoch [39][1680/2640] lr: 1.000e-03, eta: 6:55:43, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9102, loss_cls: 1.0464, loss: 1.0464, grad_norm: 11.6583 2020-10-11 22:16:46,266 - mmaction - INFO - Epoch [39][1700/2640] lr: 1.000e-03, eta: 6:55:27, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9094, loss_cls: 1.0154, loss: 1.0154, grad_norm: 11.2515 2020-10-11 22:17:02,857 - mmaction - INFO - Epoch [39][1720/2640] lr: 1.000e-03, eta: 6:55:10, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9055, loss_cls: 1.0491, loss: 1.0491, grad_norm: 11.4654 2020-10-11 22:17:19,426 - mmaction - INFO - Epoch [39][1740/2640] lr: 1.000e-03, eta: 6:54:53, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8883, loss_cls: 1.1670, loss: 1.1670, grad_norm: 11.9855 2020-10-11 22:17:36,030 - mmaction - INFO - Epoch [39][1760/2640] lr: 1.000e-03, eta: 6:54:37, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9078, loss_cls: 1.0663, loss: 1.0663, grad_norm: 11.6767 2020-10-11 22:17:52,427 - mmaction - INFO - Epoch [39][1780/2640] lr: 1.000e-03, eta: 6:54:20, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.6805, top5_acc: 0.8758, loss_cls: 1.2315, loss: 1.2315, grad_norm: 12.7101 2020-10-11 22:18:09,000 - mmaction - INFO - Epoch [39][1800/2640] lr: 1.000e-03, eta: 6:54:03, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7273, top5_acc: 0.9078, loss_cls: 1.0410, loss: 1.0410, grad_norm: 11.4667 2020-10-11 22:18:25,547 - mmaction - INFO - Epoch [39][1820/2640] lr: 1.000e-03, eta: 6:53:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7188, top5_acc: 0.8992, loss_cls: 1.0922, loss: 1.0922, grad_norm: 11.6400 2020-10-11 22:18:41,984 - mmaction - INFO - Epoch [39][1840/2640] lr: 1.000e-03, eta: 6:53:30, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9016, loss_cls: 1.0275, loss: 1.0275, grad_norm: 11.7927 2020-10-11 22:18:58,337 - mmaction - INFO - Epoch [39][1860/2640] lr: 1.000e-03, eta: 6:53:13, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9070, loss_cls: 1.0598, loss: 1.0598, grad_norm: 11.4813 2020-10-11 22:19:14,784 - mmaction - INFO - Epoch [39][1880/2640] lr: 1.000e-03, eta: 6:52:57, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.6852, top5_acc: 0.8875, loss_cls: 1.1792, loss: 1.1792, grad_norm: 12.1337 2020-10-11 22:19:31,305 - mmaction - INFO - Epoch [39][1900/2640] lr: 1.000e-03, eta: 6:52:40, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9102, loss_cls: 1.0526, loss: 1.0526, grad_norm: 11.4147 2020-10-11 22:19:47,942 - mmaction - INFO - Epoch [39][1920/2640] lr: 1.000e-03, eta: 6:52:23, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9047, loss_cls: 1.0792, loss: 1.0792, grad_norm: 11.5122 2020-10-11 22:20:04,534 - mmaction - INFO - Epoch [39][1940/2640] lr: 1.000e-03, eta: 6:52:07, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8953, loss_cls: 1.0887, loss: 1.0887, grad_norm: 11.5884 2020-10-11 22:20:21,043 - mmaction - INFO - Epoch [39][1960/2640] lr: 1.000e-03, eta: 6:51:50, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.7117, top5_acc: 0.9008, loss_cls: 1.0637, loss: 1.0637, grad_norm: 11.6585 2020-10-11 22:20:37,499 - mmaction - INFO - Epoch [39][1980/2640] lr: 1.000e-03, eta: 6:51:33, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.6937, top5_acc: 0.8836, loss_cls: 1.1827, loss: 1.1827, grad_norm: 11.7697 2020-10-11 22:20:53,882 - mmaction - INFO - Epoch [39][2000/2640] lr: 1.000e-03, eta: 6:51:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9039, loss_cls: 1.0349, loss: 1.0349, grad_norm: 11.5623 2020-10-11 22:21:10,495 - mmaction - INFO - Epoch [39][2020/2640] lr: 1.000e-03, eta: 6:51:00, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7406, top5_acc: 0.9070, loss_cls: 1.0108, loss: 1.0108, grad_norm: 11.5290 2020-10-11 22:21:27,021 - mmaction - INFO - Epoch [39][2040/2640] lr: 1.000e-03, eta: 6:50:43, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8984, loss_cls: 1.0790, loss: 1.0790, grad_norm: 11.7559 2020-10-11 22:21:43,632 - mmaction - INFO - Epoch [39][2060/2640] lr: 1.000e-03, eta: 6:50:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.9156, loss_cls: 1.0297, loss: 1.0297, grad_norm: 11.9705 2020-10-11 22:22:00,016 - mmaction - INFO - Epoch [39][2080/2640] lr: 1.000e-03, eta: 6:50:10, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8984, loss_cls: 1.0835, loss: 1.0835, grad_norm: 11.6197 2020-10-11 22:22:16,585 - mmaction - INFO - Epoch [39][2100/2640] lr: 1.000e-03, eta: 6:49:53, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.1167, loss: 1.1167, grad_norm: 12.0628 2020-10-11 22:22:33,025 - mmaction - INFO - Epoch [39][2120/2640] lr: 1.000e-03, eta: 6:49:37, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7250, top5_acc: 0.8992, loss_cls: 1.0424, loss: 1.0424, grad_norm: 11.0225 2020-10-11 22:22:49,557 - mmaction - INFO - Epoch [39][2140/2640] lr: 1.000e-03, eta: 6:49:20, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7094, top5_acc: 0.9031, loss_cls: 1.0718, loss: 1.0718, grad_norm: 11.5368 2020-10-11 22:23:06,158 - mmaction - INFO - Epoch [39][2160/2640] lr: 1.000e-03, eta: 6:49:03, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8984, loss_cls: 1.1006, loss: 1.1006, grad_norm: 11.4547 2020-10-11 22:23:22,557 - mmaction - INFO - Epoch [39][2180/2640] lr: 1.000e-03, eta: 6:48:47, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6750, top5_acc: 0.8984, loss_cls: 1.1585, loss: 1.1585, grad_norm: 12.2733 2020-10-11 22:23:39,113 - mmaction - INFO - Epoch [39][2200/2640] lr: 1.000e-03, eta: 6:48:30, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9133, loss_cls: 1.0417, loss: 1.0417, grad_norm: 11.5627 2020-10-11 22:23:55,556 - mmaction - INFO - Epoch [39][2220/2640] lr: 1.000e-03, eta: 6:48:13, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8828, loss_cls: 1.1695, loss: 1.1695, grad_norm: 11.7934 2020-10-11 22:24:12,107 - mmaction - INFO - Epoch [39][2240/2640] lr: 1.000e-03, eta: 6:47:57, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8883, loss_cls: 1.1301, loss: 1.1301, grad_norm: 11.8207 2020-10-11 22:24:28,750 - mmaction - INFO - Epoch [39][2260/2640] lr: 1.000e-03, eta: 6:47:40, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8992, loss_cls: 1.1120, loss: 1.1120, grad_norm: 11.6034 2020-10-11 22:24:45,276 - mmaction - INFO - Epoch [39][2280/2640] lr: 1.000e-03, eta: 6:47:23, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9187, loss_cls: 1.0086, loss: 1.0086, grad_norm: 11.4762 2020-10-11 22:25:01,728 - mmaction - INFO - Epoch [39][2300/2640] lr: 1.000e-03, eta: 6:47:07, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9133, loss_cls: 1.0535, loss: 1.0535, grad_norm: 11.5551 2020-10-11 22:25:18,290 - mmaction - INFO - Epoch [39][2320/2640] lr: 1.000e-03, eta: 6:46:50, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7055, top5_acc: 0.8867, loss_cls: 1.1554, loss: 1.1554, grad_norm: 11.7902 2020-10-11 22:25:34,669 - mmaction - INFO - Epoch [39][2340/2640] lr: 1.000e-03, eta: 6:46:33, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.6992, top5_acc: 0.8875, loss_cls: 1.1348, loss: 1.1348, grad_norm: 11.9618 2020-10-11 22:25:51,053 - mmaction - INFO - Epoch [39][2360/2640] lr: 1.000e-03, eta: 6:46:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.8961, loss_cls: 1.0835, loss: 1.0835, grad_norm: 11.8823 2020-10-11 22:26:07,473 - mmaction - INFO - Epoch [39][2380/2640] lr: 1.000e-03, eta: 6:46:00, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.6977, top5_acc: 0.9148, loss_cls: 1.0847, loss: 1.0847, grad_norm: 11.7196 2020-10-11 22:26:24,068 - mmaction - INFO - Epoch [39][2400/2640] lr: 1.000e-03, eta: 6:45:43, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6984, top5_acc: 0.9078, loss_cls: 1.0910, loss: 1.0910, grad_norm: 12.2353 2020-10-11 22:26:40,605 - mmaction - INFO - Epoch [39][2420/2640] lr: 1.000e-03, eta: 6:45:27, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9062, loss_cls: 1.0403, loss: 1.0403, grad_norm: 11.8130 2020-10-11 22:26:56,974 - mmaction - INFO - Epoch [39][2440/2640] lr: 1.000e-03, eta: 6:45:10, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8914, loss_cls: 1.1008, loss: 1.1008, grad_norm: 11.3407 2020-10-11 22:27:13,388 - mmaction - INFO - Epoch [39][2460/2640] lr: 1.000e-03, eta: 6:44:53, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9039, loss_cls: 1.0756, loss: 1.0756, grad_norm: 11.6827 2020-10-11 22:27:29,968 - mmaction - INFO - Epoch [39][2480/2640] lr: 1.000e-03, eta: 6:44:37, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.6906, top5_acc: 0.8914, loss_cls: 1.1340, loss: 1.1340, grad_norm: 12.1735 2020-10-11 22:27:46,555 - mmaction - INFO - Epoch [39][2500/2640] lr: 1.000e-03, eta: 6:44:20, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9070, loss_cls: 1.0946, loss: 1.0946, grad_norm: 11.8179 2020-10-11 22:28:03,100 - mmaction - INFO - Epoch [39][2520/2640] lr: 1.000e-03, eta: 6:44:03, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8914, loss_cls: 1.1194, loss: 1.1194, grad_norm: 11.7833 2020-10-11 22:28:19,564 - mmaction - INFO - Epoch [39][2540/2640] lr: 1.000e-03, eta: 6:43:47, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8977, loss_cls: 1.0771, loss: 1.0771, grad_norm: 11.6332 2020-10-11 22:28:36,129 - mmaction - INFO - Epoch [39][2560/2640] lr: 1.000e-03, eta: 6:43:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7258, top5_acc: 0.8977, loss_cls: 1.0680, loss: 1.0680, grad_norm: 12.0464 2020-10-11 22:28:52,503 - mmaction - INFO - Epoch [39][2580/2640] lr: 1.000e-03, eta: 6:43:13, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7047, top5_acc: 0.8922, loss_cls: 1.1406, loss: 1.1406, grad_norm: 11.5937 2020-10-11 22:29:09,112 - mmaction - INFO - Epoch [39][2600/2640] lr: 1.000e-03, eta: 6:42:57, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.8891, loss_cls: 1.1296, loss: 1.1296, grad_norm: 11.6137 2020-10-11 22:29:25,680 - mmaction - INFO - Epoch [39][2620/2640] lr: 1.000e-03, eta: 6:42:40, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 1.0515, loss: 1.0515, grad_norm: 11.3782 2020-10-11 22:29:41,814 - mmaction - INFO - Epoch [39][2640/2640] lr: 1.000e-03, eta: 6:42:23, time: 0.805, data_time: 0.004, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8879, loss_cls: 1.1633, loss: 1.1633, grad_norm: 11.9439 2020-10-11 22:29:42,388 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-10-11 22:30:13,329 - mmaction - INFO - Epoch [40][20/2640] lr: 1.000e-03, eta: 6:42:09, time: 1.321, data_time: 0.477, memory: 9800, top1_acc: 0.7039, top5_acc: 0.9055, loss_cls: 1.0712, loss: 1.0712, grad_norm: 11.6429 2020-10-11 22:30:29,753 - mmaction - INFO - Epoch [40][40/2640] lr: 1.000e-03, eta: 6:41:53, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9203, loss_cls: 0.9665, loss: 0.9665, grad_norm: 10.9491 2020-10-11 22:30:46,179 - mmaction - INFO - Epoch [40][60/2640] lr: 1.000e-03, eta: 6:41:36, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7391, top5_acc: 0.9078, loss_cls: 1.0149, loss: 1.0149, grad_norm: 11.2443 2020-10-11 22:31:02,527 - mmaction - INFO - Epoch [40][80/2640] lr: 1.000e-03, eta: 6:41:19, time: 0.821, data_time: 0.007, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9234, loss_cls: 0.9694, loss: 0.9694, grad_norm: 11.3877 2020-10-11 22:31:18,928 - mmaction - INFO - Epoch [40][100/2640] lr: 1.000e-03, eta: 6:41:03, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7258, top5_acc: 0.9039, loss_cls: 1.0560, loss: 1.0560, grad_norm: 11.2661 2020-10-11 22:31:35,374 - mmaction - INFO - Epoch [40][120/2640] lr: 1.000e-03, eta: 6:40:46, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7211, top5_acc: 0.8992, loss_cls: 1.0795, loss: 1.0795, grad_norm: 11.3688 2020-10-11 22:31:51,739 - mmaction - INFO - Epoch [40][140/2640] lr: 1.000e-03, eta: 6:40:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9055, loss_cls: 1.0664, loss: 1.0664, grad_norm: 11.6234 2020-10-11 22:32:08,268 - mmaction - INFO - Epoch [40][160/2640] lr: 1.000e-03, eta: 6:40:13, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7164, top5_acc: 0.8891, loss_cls: 1.1043, loss: 1.1043, grad_norm: 11.3742 2020-10-11 22:32:24,875 - mmaction - INFO - Epoch [40][180/2640] lr: 1.000e-03, eta: 6:39:56, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6984, top5_acc: 0.8938, loss_cls: 1.1063, loss: 1.1063, grad_norm: 12.0864 2020-10-11 22:32:41,421 - mmaction - INFO - Epoch [40][200/2640] lr: 1.000e-03, eta: 6:39:39, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7211, top5_acc: 0.8961, loss_cls: 1.0630, loss: 1.0630, grad_norm: 11.4751 2020-10-11 22:32:57,834 - mmaction - INFO - Epoch [40][220/2640] lr: 1.000e-03, eta: 6:39:23, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9062, loss_cls: 1.0678, loss: 1.0678, grad_norm: 11.3899 2020-10-11 22:33:14,302 - mmaction - INFO - Epoch [40][240/2640] lr: 1.000e-03, eta: 6:39:06, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9031, loss_cls: 1.0647, loss: 1.0647, grad_norm: 12.0743 2020-10-11 22:33:30,861 - mmaction - INFO - Epoch [40][260/2640] lr: 1.000e-03, eta: 6:38:49, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9062, loss_cls: 1.0061, loss: 1.0061, grad_norm: 11.3864 2020-10-11 22:33:47,243 - mmaction - INFO - Epoch [40][280/2640] lr: 1.000e-03, eta: 6:38:33, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7383, top5_acc: 0.8977, loss_cls: 1.0505, loss: 1.0505, grad_norm: 11.5004 2020-10-11 22:34:03,833 - mmaction - INFO - Epoch [40][300/2640] lr: 1.000e-03, eta: 6:38:16, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9172, loss_cls: 1.0125, loss: 1.0125, grad_norm: 11.6191 2020-10-11 22:34:20,394 - mmaction - INFO - Epoch [40][320/2640] lr: 1.000e-03, eta: 6:37:59, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7023, top5_acc: 0.8938, loss_cls: 1.1302, loss: 1.1302, grad_norm: 11.9271 2020-10-11 22:34:37,033 - mmaction - INFO - Epoch [40][340/2640] lr: 1.000e-03, eta: 6:37:43, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9465, loss: 0.9465, grad_norm: 11.3647 2020-10-11 22:34:53,389 - mmaction - INFO - Epoch [40][360/2640] lr: 1.000e-03, eta: 6:37:26, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8969, loss_cls: 1.1258, loss: 1.1258, grad_norm: 11.7565 2020-10-11 22:35:09,996 - mmaction - INFO - Epoch [40][380/2640] lr: 1.000e-03, eta: 6:37:09, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7148, top5_acc: 0.9109, loss_cls: 1.0419, loss: 1.0419, grad_norm: 11.7679 2020-10-11 22:35:26,520 - mmaction - INFO - Epoch [40][400/2640] lr: 1.000e-03, eta: 6:36:53, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.6805, top5_acc: 0.9047, loss_cls: 1.1155, loss: 1.1155, grad_norm: 12.4153 2020-10-11 22:35:43,117 - mmaction - INFO - Epoch [40][420/2640] lr: 1.000e-03, eta: 6:36:36, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9039, loss_cls: 1.0692, loss: 1.0692, grad_norm: 11.7950 2020-10-11 22:35:59,500 - mmaction - INFO - Epoch [40][440/2640] lr: 1.000e-03, eta: 6:36:19, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9039, loss_cls: 1.0816, loss: 1.0816, grad_norm: 11.5038 2020-10-11 22:36:15,943 - mmaction - INFO - Epoch [40][460/2640] lr: 1.000e-03, eta: 6:36:03, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7078, top5_acc: 0.8969, loss_cls: 1.1269, loss: 1.1269, grad_norm: 11.9116 2020-10-11 22:36:32,510 - mmaction - INFO - Epoch [40][480/2640] lr: 1.000e-03, eta: 6:35:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.0390, loss: 1.0390, grad_norm: 11.3395 2020-10-11 22:36:49,131 - mmaction - INFO - Epoch [40][500/2640] lr: 1.000e-03, eta: 6:35:29, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 1.0381, loss: 1.0381, grad_norm: 11.5388 2020-10-11 22:37:05,661 - mmaction - INFO - Epoch [40][520/2640] lr: 1.000e-03, eta: 6:35:13, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8898, loss_cls: 1.1150, loss: 1.1150, grad_norm: 11.7938 2020-10-11 22:37:22,283 - mmaction - INFO - Epoch [40][540/2640] lr: 1.000e-03, eta: 6:34:56, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8945, loss_cls: 1.0895, loss: 1.0895, grad_norm: 11.7075 2020-10-11 22:37:38,859 - mmaction - INFO - Epoch [40][560/2640] lr: 1.000e-03, eta: 6:34:40, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7227, top5_acc: 0.9117, loss_cls: 1.0507, loss: 1.0507, grad_norm: 11.5788 2020-10-11 22:37:55,240 - mmaction - INFO - Epoch [40][580/2640] lr: 1.000e-03, eta: 6:34:23, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9070, loss_cls: 1.0634, loss: 1.0634, grad_norm: 12.0413 2020-10-11 22:38:11,859 - mmaction - INFO - Epoch [40][600/2640] lr: 1.000e-03, eta: 6:34:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9023, loss_cls: 1.0792, loss: 1.0792, grad_norm: 11.6306 2020-10-11 22:38:28,427 - mmaction - INFO - Epoch [40][620/2640] lr: 1.000e-03, eta: 6:33:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7367, top5_acc: 0.9039, loss_cls: 1.0291, loss: 1.0291, grad_norm: 11.2731 2020-10-11 22:38:44,777 - mmaction - INFO - Epoch [40][640/2640] lr: 1.000e-03, eta: 6:33:33, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0241, loss: 1.0241, grad_norm: 11.2683 2020-10-11 22:39:01,231 - mmaction - INFO - Epoch [40][660/2640] lr: 1.000e-03, eta: 6:33:16, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9133, loss_cls: 1.0221, loss: 1.0221, grad_norm: 11.4052 2020-10-11 22:39:17,795 - mmaction - INFO - Epoch [40][680/2640] lr: 1.000e-03, eta: 6:33:00, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9125, loss_cls: 1.0170, loss: 1.0170, grad_norm: 11.5417 2020-10-11 22:39:34,257 - mmaction - INFO - Epoch [40][700/2640] lr: 1.000e-03, eta: 6:32:43, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.6961, top5_acc: 0.9039, loss_cls: 1.1140, loss: 1.1140, grad_norm: 11.9286 2020-10-11 22:39:50,757 - mmaction - INFO - Epoch [40][720/2640] lr: 1.000e-03, eta: 6:32:26, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9141, loss_cls: 1.0447, loss: 1.0447, grad_norm: 11.8199 2020-10-11 22:40:07,327 - mmaction - INFO - Epoch [40][740/2640] lr: 1.000e-03, eta: 6:32:10, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9117, loss_cls: 1.0025, loss: 1.0025, grad_norm: 11.4746 2020-10-11 22:40:23,722 - mmaction - INFO - Epoch [40][760/2640] lr: 1.000e-03, eta: 6:31:53, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.9000, loss_cls: 1.0940, loss: 1.0940, grad_norm: 12.0493 2020-10-11 22:40:40,185 - mmaction - INFO - Epoch [40][780/2640] lr: 1.000e-03, eta: 6:31:36, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9031, loss_cls: 1.0395, loss: 1.0395, grad_norm: 11.2340 2020-10-11 22:40:56,702 - mmaction - INFO - Epoch [40][800/2640] lr: 1.000e-03, eta: 6:31:20, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1120, loss: 1.1120, grad_norm: 11.6438 2020-10-11 22:41:13,360 - mmaction - INFO - Epoch [40][820/2640] lr: 1.000e-03, eta: 6:31:03, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7258, top5_acc: 0.8938, loss_cls: 1.0708, loss: 1.0708, grad_norm: 11.2718 2020-10-11 22:41:29,878 - mmaction - INFO - Epoch [40][840/2640] lr: 1.000e-03, eta: 6:30:46, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9133, loss_cls: 1.0156, loss: 1.0156, grad_norm: 11.6611 2020-10-11 22:41:46,528 - mmaction - INFO - Epoch [40][860/2640] lr: 1.000e-03, eta: 6:30:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0647, loss: 1.0647, grad_norm: 11.8998 2020-10-11 22:42:03,067 - mmaction - INFO - Epoch [40][880/2640] lr: 1.000e-03, eta: 6:30:13, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7078, top5_acc: 0.9062, loss_cls: 1.0910, loss: 1.0910, grad_norm: 11.7610 2020-10-11 22:42:19,686 - mmaction - INFO - Epoch [40][900/2640] lr: 1.000e-03, eta: 6:29:56, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.8977, loss_cls: 1.0767, loss: 1.0767, grad_norm: 11.9374 2020-10-11 22:42:36,246 - mmaction - INFO - Epoch [40][920/2640] lr: 1.000e-03, eta: 6:29:40, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9094, loss_cls: 1.0053, loss: 1.0053, grad_norm: 11.4176 2020-10-11 22:42:52,645 - mmaction - INFO - Epoch [40][940/2640] lr: 1.000e-03, eta: 6:29:23, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9039, loss_cls: 1.0597, loss: 1.0597, grad_norm: 11.6654 2020-10-11 22:43:08,991 - mmaction - INFO - Epoch [40][960/2640] lr: 1.000e-03, eta: 6:29:06, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9031, loss_cls: 1.0509, loss: 1.0509, grad_norm: 11.6582 2020-10-11 22:43:25,651 - mmaction - INFO - Epoch [40][980/2640] lr: 1.000e-03, eta: 6:28:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.6953, top5_acc: 0.9047, loss_cls: 1.1050, loss: 1.1050, grad_norm: 12.0404 2020-10-11 22:43:42,389 - mmaction - INFO - Epoch [40][1000/2640] lr: 1.000e-03, eta: 6:28:33, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9031, loss_cls: 1.0243, loss: 1.0243, grad_norm: 11.5902 2020-10-11 22:43:58,774 - mmaction - INFO - Epoch [40][1020/2640] lr: 1.000e-03, eta: 6:28:16, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7320, top5_acc: 0.9117, loss_cls: 1.0457, loss: 1.0457, grad_norm: 11.5440 2020-10-11 22:44:15,407 - mmaction - INFO - Epoch [40][1040/2640] lr: 1.000e-03, eta: 6:28:00, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9008, loss_cls: 1.0131, loss: 1.0131, grad_norm: 11.2238 2020-10-11 22:44:32,005 - mmaction - INFO - Epoch [40][1060/2640] lr: 1.000e-03, eta: 6:27:43, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7289, top5_acc: 0.9117, loss_cls: 1.0021, loss: 1.0021, grad_norm: 11.6319 2020-10-11 22:44:48,579 - mmaction - INFO - Epoch [40][1080/2640] lr: 1.000e-03, eta: 6:27:26, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7070, top5_acc: 0.9062, loss_cls: 1.0938, loss: 1.0938, grad_norm: 12.0111 2020-10-11 22:45:05,181 - mmaction - INFO - Epoch [40][1100/2640] lr: 1.000e-03, eta: 6:27:10, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9055, loss_cls: 1.0598, loss: 1.0598, grad_norm: 11.9316 2020-10-11 22:45:21,520 - mmaction - INFO - Epoch [40][1120/2640] lr: 1.000e-03, eta: 6:26:53, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9047, loss_cls: 1.1109, loss: 1.1109, grad_norm: 12.0501 2020-10-11 22:45:37,959 - mmaction - INFO - Epoch [40][1140/2640] lr: 1.000e-03, eta: 6:26:36, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.6961, top5_acc: 0.8992, loss_cls: 1.0928, loss: 1.0928, grad_norm: 11.7430 2020-10-11 22:45:54,492 - mmaction - INFO - Epoch [40][1160/2640] lr: 1.000e-03, eta: 6:26:20, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9086, loss_cls: 1.0250, loss: 1.0250, grad_norm: 11.3947 2020-10-11 22:46:11,144 - mmaction - INFO - Epoch [40][1180/2640] lr: 1.000e-03, eta: 6:26:03, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.6945, top5_acc: 0.8984, loss_cls: 1.1130, loss: 1.1130, grad_norm: 12.2502 2020-10-11 22:46:27,650 - mmaction - INFO - Epoch [40][1200/2640] lr: 1.000e-03, eta: 6:25:46, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7125, top5_acc: 0.9055, loss_cls: 1.0911, loss: 1.0911, grad_norm: 12.0434 2020-10-11 22:46:44,274 - mmaction - INFO - Epoch [40][1220/2640] lr: 1.000e-03, eta: 6:25:30, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9195, loss_cls: 1.0092, loss: 1.0092, grad_norm: 11.6660 2020-10-11 22:47:00,819 - mmaction - INFO - Epoch [40][1240/2640] lr: 1.000e-03, eta: 6:25:13, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9023, loss_cls: 1.0837, loss: 1.0837, grad_norm: 11.9752 2020-10-11 22:47:17,260 - mmaction - INFO - Epoch [40][1260/2640] lr: 1.000e-03, eta: 6:24:57, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7031, top5_acc: 0.8859, loss_cls: 1.1307, loss: 1.1307, grad_norm: 12.4939 2020-10-11 22:47:33,640 - mmaction - INFO - Epoch [40][1280/2640] lr: 1.000e-03, eta: 6:24:40, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9023, loss_cls: 1.0541, loss: 1.0541, grad_norm: 11.7464 2020-10-11 22:47:50,185 - mmaction - INFO - Epoch [40][1300/2640] lr: 1.000e-03, eta: 6:24:23, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7047, top5_acc: 0.9125, loss_cls: 1.0824, loss: 1.0824, grad_norm: 11.8857 2020-10-11 22:48:06,840 - mmaction - INFO - Epoch [40][1320/2640] lr: 1.000e-03, eta: 6:24:07, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9211, loss_cls: 0.9990, loss: 0.9990, grad_norm: 11.8389 2020-10-11 22:48:23,367 - mmaction - INFO - Epoch [40][1340/2640] lr: 1.000e-03, eta: 6:23:50, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.1471, loss: 1.1471, grad_norm: 12.1398 2020-10-11 22:48:39,960 - mmaction - INFO - Epoch [40][1360/2640] lr: 1.000e-03, eta: 6:23:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9102, loss_cls: 1.0397, loss: 1.0397, grad_norm: 11.3015 2020-10-11 22:48:56,345 - mmaction - INFO - Epoch [40][1380/2640] lr: 1.000e-03, eta: 6:23:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0185, loss: 1.0185, grad_norm: 11.1586 2020-10-11 22:49:12,763 - mmaction - INFO - Epoch [40][1400/2640] lr: 1.000e-03, eta: 6:23:00, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9016, loss_cls: 1.0711, loss: 1.0711, grad_norm: 12.0186 2020-10-11 22:49:29,123 - mmaction - INFO - Epoch [40][1420/2640] lr: 1.000e-03, eta: 6:22:43, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0520, loss: 1.0520, grad_norm: 11.5605 2020-10-11 22:49:45,742 - mmaction - INFO - Epoch [40][1440/2640] lr: 1.000e-03, eta: 6:22:27, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9109, loss_cls: 1.0321, loss: 1.0321, grad_norm: 11.4429 2020-10-11 22:50:02,361 - mmaction - INFO - Epoch [40][1460/2640] lr: 1.000e-03, eta: 6:22:10, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9023, loss_cls: 1.0412, loss: 1.0412, grad_norm: 11.5123 2020-10-11 22:50:18,716 - mmaction - INFO - Epoch [40][1480/2640] lr: 1.000e-03, eta: 6:21:53, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.0767, loss: 1.0767, grad_norm: 11.5789 2020-10-11 22:50:35,332 - mmaction - INFO - Epoch [40][1500/2640] lr: 1.000e-03, eta: 6:21:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7141, top5_acc: 0.9008, loss_cls: 1.0641, loss: 1.0641, grad_norm: 12.0758 2020-10-11 22:50:51,644 - mmaction - INFO - Epoch [40][1520/2640] lr: 1.000e-03, eta: 6:21:20, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9047, loss_cls: 1.0635, loss: 1.0635, grad_norm: 11.4351 2020-10-11 22:51:08,290 - mmaction - INFO - Epoch [40][1540/2640] lr: 1.000e-03, eta: 6:21:03, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7156, top5_acc: 0.9078, loss_cls: 1.0720, loss: 1.0720, grad_norm: 11.5440 2020-10-11 22:51:24,860 - mmaction - INFO - Epoch [40][1560/2640] lr: 1.000e-03, eta: 6:20:47, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9227, loss_cls: 0.9674, loss: 0.9674, grad_norm: 11.0223 2020-10-11 22:51:41,446 - mmaction - INFO - Epoch [40][1580/2640] lr: 1.000e-03, eta: 6:20:30, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0410, loss: 1.0410, grad_norm: 11.6535 2020-10-11 22:51:57,847 - mmaction - INFO - Epoch [40][1600/2640] lr: 1.000e-03, eta: 6:20:13, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9094, loss_cls: 1.0174, loss: 1.0174, grad_norm: 11.2936 2020-10-11 22:52:14,450 - mmaction - INFO - Epoch [40][1620/2640] lr: 1.000e-03, eta: 6:19:57, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7141, top5_acc: 0.8977, loss_cls: 1.0765, loss: 1.0765, grad_norm: 11.9051 2020-10-11 22:52:30,998 - mmaction - INFO - Epoch [40][1640/2640] lr: 1.000e-03, eta: 6:19:40, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9094, loss_cls: 1.0528, loss: 1.0528, grad_norm: 11.9850 2020-10-11 22:52:47,626 - mmaction - INFO - Epoch [40][1660/2640] lr: 1.000e-03, eta: 6:19:23, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7195, top5_acc: 0.9062, loss_cls: 1.0657, loss: 1.0657, grad_norm: 11.3842 2020-10-11 22:53:04,173 - mmaction - INFO - Epoch [40][1680/2640] lr: 1.000e-03, eta: 6:19:07, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9047, loss_cls: 1.0710, loss: 1.0710, grad_norm: 11.2396 2020-10-11 22:53:20,610 - mmaction - INFO - Epoch [40][1700/2640] lr: 1.000e-03, eta: 6:18:50, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6922, top5_acc: 0.8758, loss_cls: 1.1803, loss: 1.1803, grad_norm: 11.8264 2020-10-11 22:53:37,353 - mmaction - INFO - Epoch [40][1720/2640] lr: 1.000e-03, eta: 6:18:33, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9016, loss_cls: 1.0763, loss: 1.0763, grad_norm: 12.0805 2020-10-11 22:53:53,744 - mmaction - INFO - Epoch [40][1740/2640] lr: 1.000e-03, eta: 6:18:17, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1261, loss: 1.1261, grad_norm: 12.1780 2020-10-11 22:54:10,181 - mmaction - INFO - Epoch [40][1760/2640] lr: 1.000e-03, eta: 6:18:00, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9078, loss_cls: 1.0603, loss: 1.0603, grad_norm: 11.7562 2020-10-11 22:54:26,712 - mmaction - INFO - Epoch [40][1780/2640] lr: 1.000e-03, eta: 6:17:43, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0620, loss: 1.0620, grad_norm: 11.8674 2020-10-11 22:54:43,322 - mmaction - INFO - Epoch [40][1800/2640] lr: 1.000e-03, eta: 6:17:27, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9070, loss_cls: 1.0373, loss: 1.0373, grad_norm: 11.4902 2020-10-11 22:54:59,868 - mmaction - INFO - Epoch [40][1820/2640] lr: 1.000e-03, eta: 6:17:10, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8945, loss_cls: 1.1038, loss: 1.1038, grad_norm: 11.7692 2020-10-11 22:55:16,360 - mmaction - INFO - Epoch [40][1840/2640] lr: 1.000e-03, eta: 6:16:53, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9109, loss_cls: 1.0331, loss: 1.0331, grad_norm: 11.7501 2020-10-11 22:55:32,865 - mmaction - INFO - Epoch [40][1860/2640] lr: 1.000e-03, eta: 6:16:37, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.6969, top5_acc: 0.8953, loss_cls: 1.1120, loss: 1.1120, grad_norm: 11.8598 2020-10-11 22:55:49,488 - mmaction - INFO - Epoch [40][1880/2640] lr: 1.000e-03, eta: 6:16:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7109, top5_acc: 0.9039, loss_cls: 1.0803, loss: 1.0803, grad_norm: 12.3978 2020-10-11 22:56:06,062 - mmaction - INFO - Epoch [40][1900/2640] lr: 1.000e-03, eta: 6:16:04, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0709, loss: 1.0709, grad_norm: 11.7484 2020-10-11 22:56:22,636 - mmaction - INFO - Epoch [40][1920/2640] lr: 1.000e-03, eta: 6:15:47, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7008, top5_acc: 0.9000, loss_cls: 1.0958, loss: 1.0958, grad_norm: 12.4564 2020-10-11 22:56:39,234 - mmaction - INFO - Epoch [40][1940/2640] lr: 1.000e-03, eta: 6:15:30, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7172, top5_acc: 0.8953, loss_cls: 1.1079, loss: 1.1079, grad_norm: 11.9422 2020-10-11 22:56:55,617 - mmaction - INFO - Epoch [40][1960/2640] lr: 1.000e-03, eta: 6:15:14, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9031, loss_cls: 1.0951, loss: 1.0951, grad_norm: 11.9354 2020-10-11 22:57:12,080 - mmaction - INFO - Epoch [40][1980/2640] lr: 1.000e-03, eta: 6:14:57, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7148, top5_acc: 0.8906, loss_cls: 1.0833, loss: 1.0833, grad_norm: 11.8936 2020-10-11 22:57:28,561 - mmaction - INFO - Epoch [40][2000/2640] lr: 1.000e-03, eta: 6:14:40, time: 0.827, data_time: 0.007, memory: 9800, top1_acc: 0.7172, top5_acc: 0.9016, loss_cls: 1.0892, loss: 1.0892, grad_norm: 11.8045 2020-10-11 22:57:44,983 - mmaction - INFO - Epoch [40][2020/2640] lr: 1.000e-03, eta: 6:14:24, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.6977, top5_acc: 0.8875, loss_cls: 1.1522, loss: 1.1522, grad_norm: 12.1666 2020-10-11 22:58:01,554 - mmaction - INFO - Epoch [40][2040/2640] lr: 1.000e-03, eta: 6:14:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9141, loss_cls: 1.0452, loss: 1.0452, grad_norm: 11.6969 2020-10-11 22:58:17,995 - mmaction - INFO - Epoch [40][2060/2640] lr: 1.000e-03, eta: 6:13:50, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.6914, top5_acc: 0.8953, loss_cls: 1.1079, loss: 1.1079, grad_norm: 11.7628 2020-10-11 22:58:34,572 - mmaction - INFO - Epoch [40][2080/2640] lr: 1.000e-03, eta: 6:13:34, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.8977, loss_cls: 1.0709, loss: 1.0709, grad_norm: 11.7113 2020-10-11 22:58:51,131 - mmaction - INFO - Epoch [40][2100/2640] lr: 1.000e-03, eta: 6:13:17, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7156, top5_acc: 0.8953, loss_cls: 1.0762, loss: 1.0762, grad_norm: 11.6344 2020-10-11 22:59:07,541 - mmaction - INFO - Epoch [40][2120/2640] lr: 1.000e-03, eta: 6:13:00, time: 0.818, data_time: 0.005, memory: 9800, top1_acc: 0.7063, top5_acc: 0.9008, loss_cls: 1.1028, loss: 1.1028, grad_norm: 11.7522 2020-10-11 22:59:24,096 - mmaction - INFO - Epoch [40][2140/2640] lr: 1.000e-03, eta: 6:12:44, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.6883, top5_acc: 0.8961, loss_cls: 1.1799, loss: 1.1799, grad_norm: 12.7673 2020-10-11 22:59:40,698 - mmaction - INFO - Epoch [40][2160/2640] lr: 1.000e-03, eta: 6:12:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9086, loss_cls: 1.0033, loss: 1.0033, grad_norm: 11.3215 2020-10-11 22:59:57,268 - mmaction - INFO - Epoch [40][2180/2640] lr: 1.000e-03, eta: 6:12:10, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9055, loss_cls: 1.0026, loss: 1.0026, grad_norm: 11.3619 2020-10-11 23:00:15,971 - mmaction - INFO - Epoch [40][2200/2640] lr: 1.000e-03, eta: 6:11:54, time: 0.933, data_time: 0.005, memory: 9800, top1_acc: 0.7133, top5_acc: 0.9141, loss_cls: 1.0682, loss: 1.0682, grad_norm: 12.0439 2020-10-11 23:00:32,495 - mmaction - INFO - Epoch [40][2220/2640] lr: 1.000e-03, eta: 6:11:38, time: 0.828, data_time: 0.014, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9187, loss_cls: 1.0113, loss: 1.0113, grad_norm: 11.6721 2020-10-11 23:00:49,151 - mmaction - INFO - Epoch [40][2240/2640] lr: 1.000e-03, eta: 6:11:21, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7367, top5_acc: 0.9125, loss_cls: 1.0397, loss: 1.0397, grad_norm: 11.6038 2020-10-11 23:01:05,684 - mmaction - INFO - Epoch [40][2260/2640] lr: 1.000e-03, eta: 6:11:04, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.1573, loss: 1.1573, grad_norm: 12.4779 2020-10-11 23:01:22,298 - mmaction - INFO - Epoch [40][2280/2640] lr: 1.000e-03, eta: 6:10:48, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7000, top5_acc: 0.8961, loss_cls: 1.1041, loss: 1.1041, grad_norm: 12.1919 2020-10-11 23:01:38,851 - mmaction - INFO - Epoch [40][2300/2640] lr: 1.000e-03, eta: 6:10:31, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7258, top5_acc: 0.9000, loss_cls: 1.0883, loss: 1.0883, grad_norm: 11.6086 2020-10-11 23:01:55,239 - mmaction - INFO - Epoch [40][2320/2640] lr: 1.000e-03, eta: 6:10:14, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7227, top5_acc: 0.8992, loss_cls: 1.0478, loss: 1.0478, grad_norm: 11.9326 2020-10-11 23:02:11,662 - mmaction - INFO - Epoch [40][2340/2640] lr: 1.000e-03, eta: 6:09:58, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7063, top5_acc: 0.8992, loss_cls: 1.0783, loss: 1.0783, grad_norm: 11.7301 2020-10-11 23:02:28,225 - mmaction - INFO - Epoch [40][2360/2640] lr: 1.000e-03, eta: 6:09:41, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9078, loss_cls: 1.0351, loss: 1.0351, grad_norm: 11.8240 2020-10-11 23:02:44,820 - mmaction - INFO - Epoch [40][2380/2640] lr: 1.000e-03, eta: 6:09:24, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9086, loss_cls: 1.0516, loss: 1.0516, grad_norm: 11.5366 2020-10-11 23:03:01,246 - mmaction - INFO - Epoch [40][2400/2640] lr: 1.000e-03, eta: 6:09:08, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7078, top5_acc: 0.9016, loss_cls: 1.0855, loss: 1.0855, grad_norm: 11.6908 2020-10-11 23:03:17,809 - mmaction - INFO - Epoch [40][2420/2640] lr: 1.000e-03, eta: 6:08:51, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7086, top5_acc: 0.9047, loss_cls: 1.0903, loss: 1.0903, grad_norm: 11.8390 2020-10-11 23:03:34,215 - mmaction - INFO - Epoch [40][2440/2640] lr: 1.000e-03, eta: 6:08:34, time: 0.820, data_time: 0.004, memory: 9800, top1_acc: 0.7188, top5_acc: 0.9148, loss_cls: 1.0402, loss: 1.0402, grad_norm: 11.7183 2020-10-11 23:03:50,790 - mmaction - INFO - Epoch [40][2460/2640] lr: 1.000e-03, eta: 6:08:18, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8820, loss_cls: 1.1210, loss: 1.1210, grad_norm: 11.7840 2020-10-11 23:04:07,122 - mmaction - INFO - Epoch [40][2480/2640] lr: 1.000e-03, eta: 6:08:01, time: 0.817, data_time: 0.003, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9039, loss_cls: 1.0684, loss: 1.0684, grad_norm: 11.7400 2020-10-11 23:04:23,764 - mmaction - INFO - Epoch [40][2500/2640] lr: 1.000e-03, eta: 6:07:44, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9125, loss_cls: 1.0324, loss: 1.0324, grad_norm: 11.5879 2020-10-11 23:04:40,349 - mmaction - INFO - Epoch [40][2520/2640] lr: 1.000e-03, eta: 6:07:28, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9203, loss_cls: 0.9914, loss: 0.9914, grad_norm: 11.8724 2020-10-11 23:04:56,805 - mmaction - INFO - Epoch [40][2540/2640] lr: 1.000e-03, eta: 6:07:11, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7117, top5_acc: 0.8914, loss_cls: 1.1068, loss: 1.1068, grad_norm: 11.8580 2020-10-11 23:05:13,343 - mmaction - INFO - Epoch [40][2560/2640] lr: 1.000e-03, eta: 6:06:54, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7203, top5_acc: 0.9000, loss_cls: 1.0342, loss: 1.0342, grad_norm: 11.3103 2020-10-11 23:05:29,871 - mmaction - INFO - Epoch [40][2580/2640] lr: 1.000e-03, eta: 6:06:38, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9164, loss_cls: 1.0469, loss: 1.0469, grad_norm: 12.0074 2020-10-11 23:05:46,539 - mmaction - INFO - Epoch [40][2600/2640] lr: 1.000e-03, eta: 6:06:21, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9180, loss_cls: 1.0193, loss: 1.0193, grad_norm: 11.3696 2020-10-11 23:06:03,086 - mmaction - INFO - Epoch [40][2620/2640] lr: 1.000e-03, eta: 6:06:05, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7102, top5_acc: 0.8938, loss_cls: 1.0795, loss: 1.0795, grad_norm: 11.8418 2020-10-11 23:06:19,199 - mmaction - INFO - Epoch [40][2640/2640] lr: 1.000e-03, eta: 6:05:48, time: 0.805, data_time: 0.005, memory: 9800, top1_acc: 0.7097, top5_acc: 0.9056, loss_cls: 1.0852, loss: 1.0852, grad_norm: 12.4058 2020-10-11 23:06:19,713 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-11 23:06:53,427 - mmaction - INFO - Epoch [41][20/2640] lr: 1.000e-04, eta: 6:05:35, time: 1.534, data_time: 0.699, memory: 9800, top1_acc: 0.7180, top5_acc: 0.9031, loss_cls: 1.0583, loss: 1.0583, grad_norm: 11.7180 2020-10-11 23:07:09,846 - mmaction - INFO - Epoch [41][40/2640] lr: 1.000e-04, eta: 6:05:18, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9102, loss_cls: 1.0427, loss: 1.0427, grad_norm: 11.4756 2020-10-11 23:07:26,457 - mmaction - INFO - Epoch [41][60/2640] lr: 1.000e-04, eta: 6:05:01, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9947, loss: 0.9947, grad_norm: 11.7039 2020-10-11 23:07:42,785 - mmaction - INFO - Epoch [41][80/2640] lr: 1.000e-04, eta: 6:04:45, time: 0.816, data_time: 0.004, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9273, loss_cls: 0.9197, loss: 0.9197, grad_norm: 11.1027 2020-10-11 23:07:59,178 - mmaction - INFO - Epoch [41][100/2640] lr: 1.000e-04, eta: 6:04:28, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9117, loss_cls: 0.9772, loss: 0.9772, grad_norm: 11.3055 2020-10-11 23:08:15,795 - mmaction - INFO - Epoch [41][120/2640] lr: 1.000e-04, eta: 6:04:11, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9156, loss_cls: 1.0338, loss: 1.0338, grad_norm: 11.8255 2020-10-11 23:08:32,161 - mmaction - INFO - Epoch [41][140/2640] lr: 1.000e-04, eta: 6:03:55, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9109, loss_cls: 0.9915, loss: 0.9915, grad_norm: 11.1639 2020-10-11 23:08:48,691 - mmaction - INFO - Epoch [41][160/2640] lr: 1.000e-04, eta: 6:03:38, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9023, loss_cls: 1.0070, loss: 1.0070, grad_norm: 12.0332 2020-10-11 23:09:05,143 - mmaction - INFO - Epoch [41][180/2640] lr: 1.000e-04, eta: 6:03:21, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9102, loss_cls: 1.0197, loss: 1.0197, grad_norm: 11.6181 2020-10-11 23:09:21,769 - mmaction - INFO - Epoch [41][200/2640] lr: 1.000e-04, eta: 6:03:05, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9374, loss: 0.9374, grad_norm: 11.2737 2020-10-11 23:09:38,328 - mmaction - INFO - Epoch [41][220/2640] lr: 1.000e-04, eta: 6:02:48, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7219, top5_acc: 0.9148, loss_cls: 1.0199, loss: 1.0199, grad_norm: 11.9096 2020-10-11 23:09:54,692 - mmaction - INFO - Epoch [41][240/2640] lr: 1.000e-04, eta: 6:02:31, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9203, loss_cls: 0.9434, loss: 0.9434, grad_norm: 11.3078 2020-10-11 23:10:11,334 - mmaction - INFO - Epoch [41][260/2640] lr: 1.000e-04, eta: 6:02:15, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9250, loss_cls: 0.9084, loss: 0.9084, grad_norm: 11.0489 2020-10-11 23:10:27,882 - mmaction - INFO - Epoch [41][280/2640] lr: 1.000e-04, eta: 6:01:58, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9156, loss_cls: 0.9217, loss: 0.9217, grad_norm: 10.9315 2020-10-11 23:10:44,492 - mmaction - INFO - Epoch [41][300/2640] lr: 1.000e-04, eta: 6:01:41, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9117, loss_cls: 0.9943, loss: 0.9943, grad_norm: 11.5271 2020-10-11 23:11:00,843 - mmaction - INFO - Epoch [41][320/2640] lr: 1.000e-04, eta: 6:01:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9227, loss_cls: 0.9762, loss: 0.9762, grad_norm: 11.3494 2020-10-11 23:11:17,479 - mmaction - INFO - Epoch [41][340/2640] lr: 1.000e-04, eta: 6:01:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9156, loss_cls: 0.9447, loss: 0.9447, grad_norm: 11.2321 2020-10-11 23:11:34,043 - mmaction - INFO - Epoch [41][360/2640] lr: 1.000e-04, eta: 6:00:51, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9117, loss_cls: 0.9831, loss: 0.9831, grad_norm: 11.6518 2020-10-11 23:11:50,423 - mmaction - INFO - Epoch [41][380/2640] lr: 1.000e-04, eta: 6:00:35, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9117, loss_cls: 0.9550, loss: 0.9550, grad_norm: 11.0486 2020-10-11 23:12:07,071 - mmaction - INFO - Epoch [41][400/2640] lr: 1.000e-04, eta: 6:00:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9195, loss_cls: 0.9170, loss: 0.9170, grad_norm: 11.4060 2020-10-11 23:12:23,614 - mmaction - INFO - Epoch [41][420/2640] lr: 1.000e-04, eta: 6:00:01, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7336, top5_acc: 0.9148, loss_cls: 0.9655, loss: 0.9655, grad_norm: 11.2281 2020-10-11 23:12:40,266 - mmaction - INFO - Epoch [41][440/2640] lr: 1.000e-04, eta: 5:59:45, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.9042, loss: 0.9042, grad_norm: 11.1859 2020-10-11 23:12:56,799 - mmaction - INFO - Epoch [41][460/2640] lr: 1.000e-04, eta: 5:59:28, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7297, top5_acc: 0.8977, loss_cls: 0.9901, loss: 0.9901, grad_norm: 11.3823 2020-10-11 23:13:13,412 - mmaction - INFO - Epoch [41][480/2640] lr: 1.000e-04, eta: 5:59:12, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7258, top5_acc: 0.9062, loss_cls: 1.0281, loss: 1.0281, grad_norm: 11.6048 2020-10-11 23:13:29,957 - mmaction - INFO - Epoch [41][500/2640] lr: 1.000e-04, eta: 5:58:55, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 0.9937, loss: 0.9937, grad_norm: 11.5524 2020-10-11 23:13:46,599 - mmaction - INFO - Epoch [41][520/2640] lr: 1.000e-04, eta: 5:58:38, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9423, loss: 0.9423, grad_norm: 11.0914 2020-10-11 23:14:03,127 - mmaction - INFO - Epoch [41][540/2640] lr: 1.000e-04, eta: 5:58:22, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 1.0032, loss: 1.0032, grad_norm: 11.3853 2020-10-11 23:14:19,554 - mmaction - INFO - Epoch [41][560/2640] lr: 1.000e-04, eta: 5:58:05, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7305, top5_acc: 0.9234, loss_cls: 0.9623, loss: 0.9623, grad_norm: 11.4311 2020-10-11 23:14:36,127 - mmaction - INFO - Epoch [41][580/2640] lr: 1.000e-04, eta: 5:57:48, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9133, loss_cls: 0.9415, loss: 0.9415, grad_norm: 11.2116 2020-10-11 23:14:52,519 - mmaction - INFO - Epoch [41][600/2640] lr: 1.000e-04, eta: 5:57:32, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9086, loss_cls: 1.0092, loss: 1.0092, grad_norm: 11.3685 2020-10-11 23:15:09,089 - mmaction - INFO - Epoch [41][620/2640] lr: 1.000e-04, eta: 5:57:15, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7312, top5_acc: 0.9070, loss_cls: 1.0194, loss: 1.0194, grad_norm: 11.5738 2020-10-11 23:15:25,485 - mmaction - INFO - Epoch [41][640/2640] lr: 1.000e-04, eta: 5:56:58, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9227, loss_cls: 0.9577, loss: 0.9577, grad_norm: 11.5462 2020-10-11 23:15:42,053 - mmaction - INFO - Epoch [41][660/2640] lr: 1.000e-04, eta: 5:56:42, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9195, loss_cls: 0.9407, loss: 0.9407, grad_norm: 10.8350 2020-10-11 23:15:58,478 - mmaction - INFO - Epoch [41][680/2640] lr: 1.000e-04, eta: 5:56:25, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9094, loss_cls: 0.9821, loss: 0.9821, grad_norm: 12.1121 2020-10-11 23:16:15,052 - mmaction - INFO - Epoch [41][700/2640] lr: 1.000e-04, eta: 5:56:08, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9388, loss: 0.9388, grad_norm: 11.3376 2020-10-11 23:16:31,633 - mmaction - INFO - Epoch [41][720/2640] lr: 1.000e-04, eta: 5:55:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9062, loss_cls: 1.0029, loss: 1.0029, grad_norm: 11.4659 2020-10-11 23:16:48,226 - mmaction - INFO - Epoch [41][740/2640] lr: 1.000e-04, eta: 5:55:35, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9164, loss_cls: 0.9352, loss: 0.9352, grad_norm: 11.0792 2020-10-11 23:17:04,784 - mmaction - INFO - Epoch [41][760/2640] lr: 1.000e-04, eta: 5:55:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7297, top5_acc: 0.9047, loss_cls: 1.0280, loss: 1.0280, grad_norm: 11.5800 2020-10-11 23:17:21,233 - mmaction - INFO - Epoch [41][780/2640] lr: 1.000e-04, eta: 5:55:02, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9227, loss_cls: 0.9175, loss: 0.9175, grad_norm: 11.1018 2020-10-11 23:17:37,792 - mmaction - INFO - Epoch [41][800/2640] lr: 1.000e-04, eta: 5:54:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9258, loss_cls: 0.8606, loss: 0.8606, grad_norm: 11.0282 2020-10-11 23:17:54,160 - mmaction - INFO - Epoch [41][820/2640] lr: 1.000e-04, eta: 5:54:28, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7352, top5_acc: 0.9062, loss_cls: 1.0286, loss: 1.0286, grad_norm: 11.3062 2020-10-11 23:18:10,780 - mmaction - INFO - Epoch [41][840/2640] lr: 1.000e-04, eta: 5:54:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9328, loss_cls: 0.8892, loss: 0.8892, grad_norm: 11.7251 2020-10-11 23:18:27,332 - mmaction - INFO - Epoch [41][860/2640] lr: 1.000e-04, eta: 5:53:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9141, loss_cls: 0.9886, loss: 0.9886, grad_norm: 11.8914 2020-10-11 23:18:43,937 - mmaction - INFO - Epoch [41][880/2640] lr: 1.000e-04, eta: 5:53:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9355, loss: 0.9355, grad_norm: 11.1313 2020-10-11 23:19:00,322 - mmaction - INFO - Epoch [41][900/2640] lr: 1.000e-04, eta: 5:53:22, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9359, loss_cls: 0.8467, loss: 0.8467, grad_norm: 10.5815 2020-10-11 23:19:16,938 - mmaction - INFO - Epoch [41][920/2640] lr: 1.000e-04, eta: 5:53:05, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9133, loss_cls: 0.9564, loss: 0.9564, grad_norm: 11.6625 2020-10-11 23:19:33,575 - mmaction - INFO - Epoch [41][940/2640] lr: 1.000e-04, eta: 5:52:49, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.9179, loss: 0.9179, grad_norm: 11.1998 2020-10-11 23:19:50,084 - mmaction - INFO - Epoch [41][960/2640] lr: 1.000e-04, eta: 5:52:32, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9492, loss: 0.9492, grad_norm: 11.9311 2020-10-11 23:20:06,663 - mmaction - INFO - Epoch [41][980/2640] lr: 1.000e-04, eta: 5:52:15, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9328, loss_cls: 0.8783, loss: 0.8783, grad_norm: 11.0238 2020-10-11 23:20:23,047 - mmaction - INFO - Epoch [41][1000/2640] lr: 1.000e-04, eta: 5:51:59, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9000, loss_cls: 0.9505, loss: 0.9505, grad_norm: 11.2276 2020-10-11 23:20:39,668 - mmaction - INFO - Epoch [41][1020/2640] lr: 1.000e-04, eta: 5:51:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9039, loss_cls: 1.0330, loss: 1.0330, grad_norm: 11.5348 2020-10-11 23:20:56,085 - mmaction - INFO - Epoch [41][1040/2640] lr: 1.000e-04, eta: 5:51:25, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9234, loss_cls: 0.9705, loss: 0.9705, grad_norm: 11.7942 2020-10-11 23:21:12,672 - mmaction - INFO - Epoch [41][1060/2640] lr: 1.000e-04, eta: 5:51:09, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 0.9693, loss: 0.9693, grad_norm: 11.3062 2020-10-11 23:21:29,208 - mmaction - INFO - Epoch [41][1080/2640] lr: 1.000e-04, eta: 5:50:52, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9148, loss_cls: 0.9599, loss: 0.9599, grad_norm: 10.9950 2020-10-11 23:21:45,888 - mmaction - INFO - Epoch [41][1100/2640] lr: 1.000e-04, eta: 5:50:35, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9289, loss_cls: 0.9348, loss: 0.9348, grad_norm: 11.7388 2020-10-11 23:22:02,415 - mmaction - INFO - Epoch [41][1120/2640] lr: 1.000e-04, eta: 5:50:19, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9008, loss_cls: 1.0100, loss: 1.0100, grad_norm: 11.9584 2020-10-11 23:22:19,024 - mmaction - INFO - Epoch [41][1140/2640] lr: 1.000e-04, eta: 5:50:02, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7406, top5_acc: 0.9039, loss_cls: 0.9962, loss: 0.9962, grad_norm: 11.6546 2020-10-11 23:22:35,410 - mmaction - INFO - Epoch [41][1160/2640] lr: 1.000e-04, eta: 5:49:45, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9528, loss: 0.9528, grad_norm: 11.5174 2020-10-11 23:22:51,803 - mmaction - INFO - Epoch [41][1180/2640] lr: 1.000e-04, eta: 5:49:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7344, top5_acc: 0.9086, loss_cls: 0.9895, loss: 0.9895, grad_norm: 11.4115 2020-10-11 23:23:08,365 - mmaction - INFO - Epoch [41][1200/2640] lr: 1.000e-04, eta: 5:49:12, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9039, loss_cls: 0.9727, loss: 0.9727, grad_norm: 11.1862 2020-10-11 23:23:24,912 - mmaction - INFO - Epoch [41][1220/2640] lr: 1.000e-04, eta: 5:48:55, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9195, loss_cls: 0.9750, loss: 0.9750, grad_norm: 11.9365 2020-10-11 23:23:41,519 - mmaction - INFO - Epoch [41][1240/2640] lr: 1.000e-04, eta: 5:48:39, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9109, loss_cls: 0.9548, loss: 0.9548, grad_norm: 11.4410 2020-10-11 23:23:58,112 - mmaction - INFO - Epoch [41][1260/2640] lr: 1.000e-04, eta: 5:48:22, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9070, loss_cls: 1.0143, loss: 1.0143, grad_norm: 12.0860 2020-10-11 23:24:14,721 - mmaction - INFO - Epoch [41][1280/2640] lr: 1.000e-04, eta: 5:48:05, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7266, top5_acc: 0.9133, loss_cls: 0.9790, loss: 0.9790, grad_norm: 11.8218 2020-10-11 23:24:31,292 - mmaction - INFO - Epoch [41][1300/2640] lr: 1.000e-04, eta: 5:47:49, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.9072, loss: 0.9072, grad_norm: 11.2825 2020-10-11 23:24:47,911 - mmaction - INFO - Epoch [41][1320/2640] lr: 1.000e-04, eta: 5:47:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7391, top5_acc: 0.9250, loss_cls: 0.9193, loss: 0.9193, grad_norm: 11.4095 2020-10-11 23:25:04,516 - mmaction - INFO - Epoch [41][1340/2640] lr: 1.000e-04, eta: 5:47:16, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9234, loss_cls: 0.8778, loss: 0.8778, grad_norm: 10.8020 2020-10-11 23:25:21,060 - mmaction - INFO - Epoch [41][1360/2640] lr: 1.000e-04, eta: 5:46:59, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9631, loss: 0.9631, grad_norm: 11.5332 2020-10-11 23:25:37,573 - mmaction - INFO - Epoch [41][1380/2640] lr: 1.000e-04, eta: 5:46:42, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9973, loss: 0.9973, grad_norm: 11.5551 2020-10-11 23:25:54,011 - mmaction - INFO - Epoch [41][1400/2640] lr: 1.000e-04, eta: 5:46:26, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9242, loss_cls: 0.9082, loss: 0.9082, grad_norm: 11.3851 2020-10-11 23:26:10,452 - mmaction - INFO - Epoch [41][1420/2640] lr: 1.000e-04, eta: 5:46:09, time: 0.820, data_time: 0.005, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9164, loss_cls: 0.9164, loss: 0.9164, grad_norm: 11.0042 2020-10-11 23:26:27,017 - mmaction - INFO - Epoch [41][1440/2640] lr: 1.000e-04, eta: 5:45:52, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9211, loss_cls: 0.9338, loss: 0.9338, grad_norm: 11.4668 2020-10-11 23:26:43,578 - mmaction - INFO - Epoch [41][1460/2640] lr: 1.000e-04, eta: 5:45:36, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9543, loss: 0.9543, grad_norm: 11.0718 2020-10-11 23:27:00,172 - mmaction - INFO - Epoch [41][1480/2640] lr: 1.000e-04, eta: 5:45:19, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9234, loss_cls: 0.8620, loss: 0.8620, grad_norm: 11.0043 2020-10-11 23:27:16,802 - mmaction - INFO - Epoch [41][1500/2640] lr: 1.000e-04, eta: 5:45:02, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 0.9762, loss: 0.9762, grad_norm: 11.6046 2020-10-11 23:27:33,372 - mmaction - INFO - Epoch [41][1520/2640] lr: 1.000e-04, eta: 5:44:46, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.8968, loss: 0.8968, grad_norm: 11.3752 2020-10-11 23:27:49,779 - mmaction - INFO - Epoch [41][1540/2640] lr: 1.000e-04, eta: 5:44:29, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9227, loss_cls: 0.9382, loss: 0.9382, grad_norm: 11.2498 2020-10-11 23:28:06,317 - mmaction - INFO - Epoch [41][1560/2640] lr: 1.000e-04, eta: 5:44:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9062, loss_cls: 0.9755, loss: 0.9755, grad_norm: 11.3466 2020-10-11 23:28:22,984 - mmaction - INFO - Epoch [41][1580/2640] lr: 1.000e-04, eta: 5:43:56, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9164, loss_cls: 0.9355, loss: 0.9355, grad_norm: 11.6004 2020-10-11 23:28:39,510 - mmaction - INFO - Epoch [41][1600/2640] lr: 1.000e-04, eta: 5:43:39, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9559, loss: 0.9559, grad_norm: 11.2939 2020-10-11 23:28:55,899 - mmaction - INFO - Epoch [41][1620/2640] lr: 1.000e-04, eta: 5:43:22, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9180, loss: 0.9180, grad_norm: 11.0676 2020-10-11 23:29:12,425 - mmaction - INFO - Epoch [41][1640/2640] lr: 1.000e-04, eta: 5:43:06, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9273, loss_cls: 0.8943, loss: 0.8943, grad_norm: 11.4071 2020-10-11 23:29:29,082 - mmaction - INFO - Epoch [41][1660/2640] lr: 1.000e-04, eta: 5:42:49, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9252, loss: 0.9252, grad_norm: 10.9188 2020-10-11 23:29:45,691 - mmaction - INFO - Epoch [41][1680/2640] lr: 1.000e-04, eta: 5:42:33, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9109, loss_cls: 0.9426, loss: 0.9426, grad_norm: 11.1551 2020-10-11 23:30:02,187 - mmaction - INFO - Epoch [41][1700/2640] lr: 1.000e-04, eta: 5:42:16, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9632, loss: 0.9632, grad_norm: 11.5125 2020-10-11 23:30:18,671 - mmaction - INFO - Epoch [41][1720/2640] lr: 1.000e-04, eta: 5:41:59, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.9134, loss: 0.9134, grad_norm: 11.1426 2020-10-11 23:30:35,269 - mmaction - INFO - Epoch [41][1740/2640] lr: 1.000e-04, eta: 5:41:43, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9211, loss_cls: 0.9465, loss: 0.9465, grad_norm: 11.8067 2020-10-11 23:30:51,815 - mmaction - INFO - Epoch [41][1760/2640] lr: 1.000e-04, eta: 5:41:26, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9109, loss_cls: 0.9613, loss: 0.9613, grad_norm: 11.6797 2020-10-11 23:31:08,454 - mmaction - INFO - Epoch [41][1780/2640] lr: 1.000e-04, eta: 5:41:09, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.8986, loss: 0.8986, grad_norm: 11.1693 2020-10-11 23:31:25,004 - mmaction - INFO - Epoch [41][1800/2640] lr: 1.000e-04, eta: 5:40:53, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9250, loss_cls: 0.9384, loss: 0.9384, grad_norm: 11.0499 2020-10-11 23:31:41,609 - mmaction - INFO - Epoch [41][1820/2640] lr: 1.000e-04, eta: 5:40:36, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9227, loss_cls: 0.9181, loss: 0.9181, grad_norm: 11.3863 2020-10-11 23:31:57,974 - mmaction - INFO - Epoch [41][1840/2640] lr: 1.000e-04, eta: 5:40:19, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7391, top5_acc: 0.9164, loss_cls: 0.9450, loss: 0.9450, grad_norm: 11.8638 2020-10-11 23:32:14,612 - mmaction - INFO - Epoch [41][1860/2640] lr: 1.000e-04, eta: 5:40:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9086, loss_cls: 1.0021, loss: 1.0021, grad_norm: 11.8121 2020-10-11 23:32:31,176 - mmaction - INFO - Epoch [41][1880/2640] lr: 1.000e-04, eta: 5:39:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9109, loss_cls: 0.9889, loss: 0.9889, grad_norm: 11.4546 2020-10-11 23:32:47,763 - mmaction - INFO - Epoch [41][1900/2640] lr: 1.000e-04, eta: 5:39:29, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9767, loss: 0.9767, grad_norm: 11.5382 2020-10-11 23:33:04,331 - mmaction - INFO - Epoch [41][1920/2640] lr: 1.000e-04, eta: 5:39:13, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9148, loss_cls: 0.9707, loss: 0.9707, grad_norm: 11.6151 2020-10-11 23:33:20,966 - mmaction - INFO - Epoch [41][1940/2640] lr: 1.000e-04, eta: 5:38:56, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8787, loss: 0.8787, grad_norm: 10.9274 2020-10-11 23:33:37,495 - mmaction - INFO - Epoch [41][1960/2640] lr: 1.000e-04, eta: 5:38:39, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8742, loss: 0.8742, grad_norm: 11.2316 2020-10-11 23:33:53,903 - mmaction - INFO - Epoch [41][1980/2640] lr: 1.000e-04, eta: 5:38:23, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9234, loss_cls: 0.9031, loss: 0.9031, grad_norm: 11.3984 2020-10-11 23:34:10,547 - mmaction - INFO - Epoch [41][2000/2640] lr: 1.000e-04, eta: 5:38:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9234, loss_cls: 0.9240, loss: 0.9240, grad_norm: 11.2159 2020-10-11 23:34:27,088 - mmaction - INFO - Epoch [41][2020/2640] lr: 1.000e-04, eta: 5:37:50, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7398, top5_acc: 0.9047, loss_cls: 0.9889, loss: 0.9889, grad_norm: 11.3671 2020-10-11 23:34:43,687 - mmaction - INFO - Epoch [41][2040/2640] lr: 1.000e-04, eta: 5:37:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9195, loss_cls: 0.9671, loss: 0.9671, grad_norm: 11.8117 2020-10-11 23:35:00,255 - mmaction - INFO - Epoch [41][2060/2640] lr: 1.000e-04, eta: 5:37:16, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9195, loss_cls: 0.9413, loss: 0.9413, grad_norm: 11.3493 2020-10-11 23:35:16,880 - mmaction - INFO - Epoch [41][2080/2640] lr: 1.000e-04, eta: 5:37:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9336, loss_cls: 0.8666, loss: 0.8666, grad_norm: 11.1487 2020-10-11 23:35:33,433 - mmaction - INFO - Epoch [41][2100/2640] lr: 1.000e-04, eta: 5:36:43, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9305, loss_cls: 0.9122, loss: 0.9122, grad_norm: 11.4035 2020-10-11 23:35:50,042 - mmaction - INFO - Epoch [41][2120/2640] lr: 1.000e-04, eta: 5:36:26, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9468, loss: 0.9468, grad_norm: 11.3736 2020-10-11 23:36:06,623 - mmaction - INFO - Epoch [41][2140/2640] lr: 1.000e-04, eta: 5:36:10, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9831, loss: 0.9831, grad_norm: 11.8234 2020-10-11 23:36:23,233 - mmaction - INFO - Epoch [41][2160/2640] lr: 1.000e-04, eta: 5:35:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.8745, loss: 0.8745, grad_norm: 11.0966 2020-10-11 23:36:39,797 - mmaction - INFO - Epoch [41][2180/2640] lr: 1.000e-04, eta: 5:35:36, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.8731, loss: 0.8731, grad_norm: 11.0129 2020-10-11 23:36:56,186 - mmaction - INFO - Epoch [41][2200/2640] lr: 1.000e-04, eta: 5:35:20, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9401, loss: 0.9401, grad_norm: 11.3015 2020-10-11 23:37:12,827 - mmaction - INFO - Epoch [41][2220/2640] lr: 1.000e-04, eta: 5:35:03, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9133, loss_cls: 0.9523, loss: 0.9523, grad_norm: 11.5668 2020-10-11 23:37:29,350 - mmaction - INFO - Epoch [41][2240/2640] lr: 1.000e-04, eta: 5:34:46, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9211, loss_cls: 0.9584, loss: 0.9584, grad_norm: 12.0605 2020-10-11 23:37:45,987 - mmaction - INFO - Epoch [41][2260/2640] lr: 1.000e-04, eta: 5:34:30, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9156, loss_cls: 0.9750, loss: 0.9750, grad_norm: 11.6989 2020-10-11 23:38:02,526 - mmaction - INFO - Epoch [41][2280/2640] lr: 1.000e-04, eta: 5:34:13, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9195, loss_cls: 0.9463, loss: 0.9463, grad_norm: 11.7406 2020-10-11 23:38:18,958 - mmaction - INFO - Epoch [41][2300/2640] lr: 1.000e-04, eta: 5:33:57, time: 0.820, data_time: 0.006, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9156, loss_cls: 0.9785, loss: 0.9785, grad_norm: 11.7951 2020-10-11 23:38:35,507 - mmaction - INFO - Epoch [41][2320/2640] lr: 1.000e-04, eta: 5:33:40, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9148, loss_cls: 0.8990, loss: 0.8990, grad_norm: 11.3158 2020-10-11 23:38:51,894 - mmaction - INFO - Epoch [41][2340/2640] lr: 1.000e-04, eta: 5:33:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9258, loss_cls: 0.9096, loss: 0.9096, grad_norm: 11.3608 2020-10-11 23:39:08,529 - mmaction - INFO - Epoch [41][2360/2640] lr: 1.000e-04, eta: 5:33:07, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9273, loss_cls: 0.9111, loss: 0.9111, grad_norm: 11.5517 2020-10-11 23:39:25,049 - mmaction - INFO - Epoch [41][2380/2640] lr: 1.000e-04, eta: 5:32:50, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7242, top5_acc: 0.9117, loss_cls: 1.0044, loss: 1.0044, grad_norm: 11.8292 2020-10-11 23:39:41,505 - mmaction - INFO - Epoch [41][2400/2640] lr: 1.000e-04, eta: 5:32:33, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7969, top5_acc: 0.9328, loss_cls: 0.7986, loss: 0.7986, grad_norm: 10.2531 2020-10-11 23:39:58,021 - mmaction - INFO - Epoch [41][2420/2640] lr: 1.000e-04, eta: 5:32:17, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9078, loss_cls: 0.9597, loss: 0.9597, grad_norm: 11.5060 2020-10-11 23:40:14,668 - mmaction - INFO - Epoch [41][2440/2640] lr: 1.000e-04, eta: 5:32:00, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7328, top5_acc: 0.9297, loss_cls: 0.9310, loss: 0.9310, grad_norm: 11.6669 2020-10-11 23:40:31,229 - mmaction - INFO - Epoch [41][2460/2640] lr: 1.000e-04, eta: 5:31:43, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9289, loss_cls: 0.8813, loss: 0.8813, grad_norm: 11.7632 2020-10-11 23:40:47,867 - mmaction - INFO - Epoch [41][2480/2640] lr: 1.000e-04, eta: 5:31:27, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9070, loss_cls: 0.9566, loss: 0.9566, grad_norm: 11.8420 2020-10-11 23:41:04,384 - mmaction - INFO - Epoch [41][2500/2640] lr: 1.000e-04, eta: 5:31:10, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9187, loss_cls: 0.9527, loss: 0.9527, grad_norm: 11.7082 2020-10-11 23:41:21,004 - mmaction - INFO - Epoch [41][2520/2640] lr: 1.000e-04, eta: 5:30:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9281, loss_cls: 0.9265, loss: 0.9265, grad_norm: 11.7766 2020-10-11 23:41:37,569 - mmaction - INFO - Epoch [41][2540/2640] lr: 1.000e-04, eta: 5:30:37, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.9245, loss: 0.9245, grad_norm: 11.5340 2020-10-11 23:41:53,982 - mmaction - INFO - Epoch [41][2560/2640] lr: 1.000e-04, eta: 5:30:20, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7273, top5_acc: 0.9023, loss_cls: 1.0180, loss: 1.0180, grad_norm: 11.9700 2020-10-11 23:42:10,597 - mmaction - INFO - Epoch [41][2580/2640] lr: 1.000e-04, eta: 5:30:03, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9258, loss_cls: 0.8931, loss: 0.8931, grad_norm: 10.9600 2020-10-11 23:42:27,150 - mmaction - INFO - Epoch [41][2600/2640] lr: 1.000e-04, eta: 5:29:47, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9078, loss_cls: 0.9473, loss: 0.9473, grad_norm: 11.4987 2020-10-11 23:42:43,752 - mmaction - INFO - Epoch [41][2620/2640] lr: 1.000e-04, eta: 5:29:30, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9187, loss_cls: 0.9098, loss: 0.9098, grad_norm: 11.3963 2020-10-11 23:42:59,648 - mmaction - INFO - Epoch [41][2640/2640] lr: 1.000e-04, eta: 5:29:13, time: 0.795, data_time: 0.003, memory: 9800, top1_acc: 0.7419, top5_acc: 0.9121, loss_cls: 0.9679, loss: 0.9679, grad_norm: 11.8807 2020-10-11 23:42:59,940 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-10-11 23:43:26,521 - mmaction - INFO - Epoch [42][20/2640] lr: 1.000e-04, eta: 5:28:59, time: 1.266, data_time: 0.418, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9258, loss_cls: 0.8502, loss: 0.8502, grad_norm: 11.3017 2020-10-11 23:43:42,900 - mmaction - INFO - Epoch [42][40/2640] lr: 1.000e-04, eta: 5:28:42, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9099, loss: 0.9099, grad_norm: 11.0632 2020-10-11 23:43:59,310 - mmaction - INFO - Epoch [42][60/2640] lr: 1.000e-04, eta: 5:28:25, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9320, loss_cls: 0.8704, loss: 0.8704, grad_norm: 11.6698 2020-10-11 23:44:15,725 - mmaction - INFO - Epoch [42][80/2640] lr: 1.000e-04, eta: 5:28:09, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9211, loss_cls: 0.8894, loss: 0.8894, grad_norm: 11.1726 2020-10-11 23:44:32,283 - mmaction - INFO - Epoch [42][100/2640] lr: 1.000e-04, eta: 5:27:52, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.9804, loss: 0.9804, grad_norm: 11.8867 2020-10-11 23:44:48,928 - mmaction - INFO - Epoch [42][120/2640] lr: 1.000e-04, eta: 5:27:35, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9266, loss_cls: 0.9170, loss: 0.9170, grad_norm: 11.2170 2020-10-11 23:45:05,505 - mmaction - INFO - Epoch [42][140/2640] lr: 1.000e-04, eta: 5:27:19, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9211, loss_cls: 0.8918, loss: 0.8918, grad_norm: 11.2379 2020-10-11 23:45:22,053 - mmaction - INFO - Epoch [42][160/2640] lr: 1.000e-04, eta: 5:27:02, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9187, loss_cls: 0.9267, loss: 0.9267, grad_norm: 11.6543 2020-10-11 23:45:38,662 - mmaction - INFO - Epoch [42][180/2640] lr: 1.000e-04, eta: 5:26:45, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9187, loss_cls: 0.9584, loss: 0.9584, grad_norm: 11.7259 2020-10-11 23:45:55,041 - mmaction - INFO - Epoch [42][200/2640] lr: 1.000e-04, eta: 5:26:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8762, loss: 0.8762, grad_norm: 11.0835 2020-10-11 23:46:11,642 - mmaction - INFO - Epoch [42][220/2640] lr: 1.000e-04, eta: 5:26:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9234, loss_cls: 0.8941, loss: 0.8941, grad_norm: 11.5292 2020-10-11 23:46:28,211 - mmaction - INFO - Epoch [42][240/2640] lr: 1.000e-04, eta: 5:25:56, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9148, loss_cls: 0.9681, loss: 0.9681, grad_norm: 11.5917 2020-10-11 23:46:44,795 - mmaction - INFO - Epoch [42][260/2640] lr: 1.000e-04, eta: 5:25:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9211, loss_cls: 0.9475, loss: 0.9475, grad_norm: 12.0378 2020-10-11 23:47:01,218 - mmaction - INFO - Epoch [42][280/2640] lr: 1.000e-04, eta: 5:25:22, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9156, loss_cls: 0.9484, loss: 0.9484, grad_norm: 11.7311 2020-10-11 23:47:17,839 - mmaction - INFO - Epoch [42][300/2640] lr: 1.000e-04, eta: 5:25:06, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9172, loss_cls: 0.9343, loss: 0.9343, grad_norm: 11.4488 2020-10-11 23:47:34,425 - mmaction - INFO - Epoch [42][320/2640] lr: 1.000e-04, eta: 5:24:49, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9133, loss_cls: 0.9380, loss: 0.9380, grad_norm: 11.8028 2020-10-11 23:47:50,955 - mmaction - INFO - Epoch [42][340/2640] lr: 1.000e-04, eta: 5:24:32, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7453, top5_acc: 0.9164, loss_cls: 0.9453, loss: 0.9453, grad_norm: 11.1025 2020-10-11 23:48:07,583 - mmaction - INFO - Epoch [42][360/2640] lr: 1.000e-04, eta: 5:24:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9227, loss_cls: 0.9165, loss: 0.9165, grad_norm: 11.0723 2020-10-11 23:48:24,110 - mmaction - INFO - Epoch [42][380/2640] lr: 1.000e-04, eta: 5:23:59, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9180, loss_cls: 0.9474, loss: 0.9474, grad_norm: 11.6524 2020-10-11 23:48:40,544 - mmaction - INFO - Epoch [42][400/2640] lr: 1.000e-04, eta: 5:23:42, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9086, loss_cls: 0.9759, loss: 0.9759, grad_norm: 11.6464 2020-10-11 23:48:56,915 - mmaction - INFO - Epoch [42][420/2640] lr: 1.000e-04, eta: 5:23:26, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8591, loss: 0.8591, grad_norm: 10.8351 2020-10-11 23:49:13,527 - mmaction - INFO - Epoch [42][440/2640] lr: 1.000e-04, eta: 5:23:09, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9406, loss_cls: 0.8071, loss: 0.8071, grad_norm: 10.8773 2020-10-11 23:49:30,084 - mmaction - INFO - Epoch [42][460/2640] lr: 1.000e-04, eta: 5:22:52, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.8853, loss: 0.8853, grad_norm: 10.8701 2020-10-11 23:49:46,711 - mmaction - INFO - Epoch [42][480/2640] lr: 1.000e-04, eta: 5:22:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9109, loss_cls: 0.9303, loss: 0.9303, grad_norm: 11.6936 2020-10-11 23:50:03,277 - mmaction - INFO - Epoch [42][500/2640] lr: 1.000e-04, eta: 5:22:19, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9203, loss_cls: 0.8774, loss: 0.8774, grad_norm: 10.9034 2020-10-11 23:50:19,651 - mmaction - INFO - Epoch [42][520/2640] lr: 1.000e-04, eta: 5:22:02, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9320, loss_cls: 0.8854, loss: 0.8854, grad_norm: 11.4846 2020-10-11 23:50:36,260 - mmaction - INFO - Epoch [42][540/2640] lr: 1.000e-04, eta: 5:21:46, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7211, top5_acc: 0.9109, loss_cls: 0.9992, loss: 0.9992, grad_norm: 12.4468 2020-10-11 23:50:52,645 - mmaction - INFO - Epoch [42][560/2640] lr: 1.000e-04, eta: 5:21:29, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7453, top5_acc: 0.9047, loss_cls: 1.0018, loss: 1.0018, grad_norm: 12.0180 2020-10-11 23:51:09,279 - mmaction - INFO - Epoch [42][580/2640] lr: 1.000e-04, eta: 5:21:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9164, loss_cls: 0.9037, loss: 0.9037, grad_norm: 11.6175 2020-10-11 23:51:26,025 - mmaction - INFO - Epoch [42][600/2640] lr: 1.000e-04, eta: 5:20:56, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9141, loss_cls: 0.9321, loss: 0.9321, grad_norm: 11.4788 2020-10-11 23:51:42,417 - mmaction - INFO - Epoch [42][620/2640] lr: 1.000e-04, eta: 5:20:39, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9211, loss_cls: 0.8961, loss: 0.8961, grad_norm: 11.4571 2020-10-11 23:51:58,777 - mmaction - INFO - Epoch [42][640/2640] lr: 1.000e-04, eta: 5:20:22, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9359, loss_cls: 0.9170, loss: 0.9170, grad_norm: 11.5732 2020-10-11 23:52:15,376 - mmaction - INFO - Epoch [42][660/2640] lr: 1.000e-04, eta: 5:20:06, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9266, loss_cls: 0.9726, loss: 0.9726, grad_norm: 11.7725 2020-10-11 23:52:31,732 - mmaction - INFO - Epoch [42][680/2640] lr: 1.000e-04, eta: 5:19:49, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9273, loss_cls: 0.8611, loss: 0.8611, grad_norm: 11.1530 2020-10-11 23:52:48,351 - mmaction - INFO - Epoch [42][700/2640] lr: 1.000e-04, eta: 5:19:33, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8725, loss: 0.8725, grad_norm: 11.5314 2020-10-11 23:53:04,920 - mmaction - INFO - Epoch [42][720/2640] lr: 1.000e-04, eta: 5:19:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9203, loss_cls: 0.9105, loss: 0.9105, grad_norm: 11.6247 2020-10-11 23:53:21,566 - mmaction - INFO - Epoch [42][740/2640] lr: 1.000e-04, eta: 5:18:59, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9172, loss_cls: 0.8984, loss: 0.8984, grad_norm: 11.4022 2020-10-11 23:53:38,117 - mmaction - INFO - Epoch [42][760/2640] lr: 1.000e-04, eta: 5:18:43, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9297, loss_cls: 0.8695, loss: 0.8695, grad_norm: 11.1280 2020-10-11 23:53:54,477 - mmaction - INFO - Epoch [42][780/2640] lr: 1.000e-04, eta: 5:18:26, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9250, loss_cls: 0.9122, loss: 0.9122, grad_norm: 11.8749 2020-10-11 23:54:11,105 - mmaction - INFO - Epoch [42][800/2640] lr: 1.000e-04, eta: 5:18:09, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9148, loss_cls: 0.9161, loss: 0.9161, grad_norm: 11.6145 2020-10-11 23:54:27,659 - mmaction - INFO - Epoch [42][820/2640] lr: 1.000e-04, eta: 5:17:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9141, loss_cls: 0.9199, loss: 0.9199, grad_norm: 11.5705 2020-10-11 23:54:44,264 - mmaction - INFO - Epoch [42][840/2640] lr: 1.000e-04, eta: 5:17:36, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9180, loss_cls: 0.9399, loss: 0.9399, grad_norm: 11.5339 2020-10-11 23:55:00,633 - mmaction - INFO - Epoch [42][860/2640] lr: 1.000e-04, eta: 5:17:19, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7391, top5_acc: 0.9273, loss_cls: 0.9496, loss: 0.9496, grad_norm: 12.0992 2020-10-11 23:55:17,270 - mmaction - INFO - Epoch [42][880/2640] lr: 1.000e-04, eta: 5:17:03, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9234, loss_cls: 0.9059, loss: 0.9059, grad_norm: 11.3797 2020-10-11 23:55:33,799 - mmaction - INFO - Epoch [42][900/2640] lr: 1.000e-04, eta: 5:16:46, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.8949, loss: 0.8949, grad_norm: 11.4099 2020-10-11 23:55:50,203 - mmaction - INFO - Epoch [42][920/2640] lr: 1.000e-04, eta: 5:16:29, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.9005, loss: 0.9005, grad_norm: 11.8221 2020-10-11 23:56:06,879 - mmaction - INFO - Epoch [42][940/2640] lr: 1.000e-04, eta: 5:16:13, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9094, loss_cls: 0.9237, loss: 0.9237, grad_norm: 11.7723 2020-10-11 23:56:23,369 - mmaction - INFO - Epoch [42][960/2640] lr: 1.000e-04, eta: 5:15:56, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9133, loss_cls: 0.9285, loss: 0.9285, grad_norm: 11.6981 2020-10-11 23:56:39,994 - mmaction - INFO - Epoch [42][980/2640] lr: 1.000e-04, eta: 5:15:39, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9320, loss_cls: 0.9077, loss: 0.9077, grad_norm: 11.8811 2020-10-11 23:56:56,361 - mmaction - INFO - Epoch [42][1000/2640] lr: 1.000e-04, eta: 5:15:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9281, loss_cls: 0.9084, loss: 0.9084, grad_norm: 11.8477 2020-10-11 23:57:13,033 - mmaction - INFO - Epoch [42][1020/2640] lr: 1.000e-04, eta: 5:15:06, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9273, loss_cls: 0.9262, loss: 0.9262, grad_norm: 11.9370 2020-10-11 23:57:29,663 - mmaction - INFO - Epoch [42][1040/2640] lr: 1.000e-04, eta: 5:14:50, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9107, loss: 0.9107, grad_norm: 11.4214 2020-10-11 23:57:46,152 - mmaction - INFO - Epoch [42][1060/2640] lr: 1.000e-04, eta: 5:14:33, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9271, loss: 0.9271, grad_norm: 12.1654 2020-10-11 23:58:02,708 - mmaction - INFO - Epoch [42][1080/2640] lr: 1.000e-04, eta: 5:14:16, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9148, loss_cls: 0.9130, loss: 0.9130, grad_norm: 11.4473 2020-10-11 23:58:19,714 - mmaction - INFO - Epoch [42][1100/2640] lr: 1.000e-04, eta: 5:14:00, time: 0.849, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9250, loss_cls: 0.8846, loss: 0.8846, grad_norm: 11.6940 2020-10-11 23:58:36,297 - mmaction - INFO - Epoch [42][1120/2640] lr: 1.000e-04, eta: 5:13:43, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9012, loss: 0.9012, grad_norm: 11.6094 2020-10-11 23:58:52,683 - mmaction - INFO - Epoch [42][1140/2640] lr: 1.000e-04, eta: 5:13:26, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9250, loss_cls: 0.8683, loss: 0.8683, grad_norm: 11.4217 2020-10-11 23:59:09,317 - mmaction - INFO - Epoch [42][1160/2640] lr: 1.000e-04, eta: 5:13:10, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9164, loss_cls: 0.9045, loss: 0.9045, grad_norm: 11.6223 2020-10-11 23:59:25,878 - mmaction - INFO - Epoch [42][1180/2640] lr: 1.000e-04, eta: 5:12:53, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9156, loss_cls: 0.9336, loss: 0.9336, grad_norm: 11.7792 2020-10-11 23:59:42,475 - mmaction - INFO - Epoch [42][1200/2640] lr: 1.000e-04, eta: 5:12:36, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9164, loss_cls: 0.8861, loss: 0.8861, grad_norm: 11.2158 2020-10-11 23:59:58,829 - mmaction - INFO - Epoch [42][1220/2640] lr: 1.000e-04, eta: 5:12:20, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8766, loss: 0.8766, grad_norm: 11.4068 2020-10-12 00:00:18,500 - mmaction - INFO - Epoch [42][1240/2640] lr: 1.000e-04, eta: 5:12:04, time: 0.974, data_time: 0.005, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9017, loss: 0.9017, grad_norm: 11.7922 2020-10-12 00:00:35,298 - mmaction - INFO - Epoch [42][1260/2640] lr: 1.000e-04, eta: 5:11:47, time: 0.849, data_time: 0.022, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9219, loss_cls: 0.9326, loss: 0.9326, grad_norm: 11.6145 2020-10-12 00:00:51,729 - mmaction - INFO - Epoch [42][1280/2640] lr: 1.000e-04, eta: 5:11:31, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9352, loss_cls: 0.8791, loss: 0.8791, grad_norm: 11.6957 2020-10-12 00:01:08,330 - mmaction - INFO - Epoch [42][1300/2640] lr: 1.000e-04, eta: 5:11:14, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8280, loss: 0.8280, grad_norm: 10.8464 2020-10-12 00:01:24,842 - mmaction - INFO - Epoch [42][1320/2640] lr: 1.000e-04, eta: 5:10:57, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9141, loss_cls: 0.9524, loss: 0.9524, grad_norm: 11.6974 2020-10-12 00:01:41,461 - mmaction - INFO - Epoch [42][1340/2640] lr: 1.000e-04, eta: 5:10:41, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9242, loss_cls: 0.9298, loss: 0.9298, grad_norm: 11.3576 2020-10-12 00:01:57,835 - mmaction - INFO - Epoch [42][1360/2640] lr: 1.000e-04, eta: 5:10:24, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9313, loss_cls: 0.8128, loss: 0.8128, grad_norm: 11.0932 2020-10-12 00:02:14,462 - mmaction - INFO - Epoch [42][1380/2640] lr: 1.000e-04, eta: 5:10:07, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9172, loss_cls: 0.8998, loss: 0.8998, grad_norm: 11.6375 2020-10-12 00:02:31,049 - mmaction - INFO - Epoch [42][1400/2640] lr: 1.000e-04, eta: 5:09:51, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9266, loss_cls: 0.8962, loss: 0.8962, grad_norm: 11.7363 2020-10-12 00:02:47,606 - mmaction - INFO - Epoch [42][1420/2640] lr: 1.000e-04, eta: 5:09:34, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9156, loss_cls: 0.9447, loss: 0.9447, grad_norm: 12.1205 2020-10-12 00:03:04,207 - mmaction - INFO - Epoch [42][1440/2640] lr: 1.000e-04, eta: 5:09:17, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9187, loss_cls: 0.8698, loss: 0.8698, grad_norm: 10.8553 2020-10-12 00:03:20,787 - mmaction - INFO - Epoch [42][1460/2640] lr: 1.000e-04, eta: 5:09:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9234, loss_cls: 0.8885, loss: 0.8885, grad_norm: 11.4173 2020-10-12 00:03:37,569 - mmaction - INFO - Epoch [42][1480/2640] lr: 1.000e-04, eta: 5:08:44, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9195, loss_cls: 0.9417, loss: 0.9417, grad_norm: 11.6605 2020-10-12 00:03:53,962 - mmaction - INFO - Epoch [42][1500/2640] lr: 1.000e-04, eta: 5:08:27, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9144, loss: 0.9144, grad_norm: 11.8307 2020-10-12 00:04:10,590 - mmaction - INFO - Epoch [42][1520/2640] lr: 1.000e-04, eta: 5:08:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9203, loss_cls: 0.9294, loss: 0.9294, grad_norm: 12.0468 2020-10-12 00:04:27,154 - mmaction - INFO - Epoch [42][1540/2640] lr: 1.000e-04, eta: 5:07:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.8774, loss: 0.8774, grad_norm: 11.3173 2020-10-12 00:04:43,741 - mmaction - INFO - Epoch [42][1560/2640] lr: 1.000e-04, eta: 5:07:38, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.8791, loss: 0.8791, grad_norm: 11.4996 2020-10-12 00:05:00,107 - mmaction - INFO - Epoch [42][1580/2640] lr: 1.000e-04, eta: 5:07:21, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9250, loss_cls: 0.9012, loss: 0.9012, grad_norm: 11.4847 2020-10-12 00:05:16,790 - mmaction - INFO - Epoch [42][1600/2640] lr: 1.000e-04, eta: 5:07:04, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9242, loss_cls: 0.8840, loss: 0.8840, grad_norm: 11.3199 2020-10-12 00:05:33,294 - mmaction - INFO - Epoch [42][1620/2640] lr: 1.000e-04, eta: 5:06:48, time: 0.829, data_time: 0.008, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.8877, loss: 0.8877, grad_norm: 11.5416 2020-10-12 00:05:49,918 - mmaction - INFO - Epoch [42][1640/2640] lr: 1.000e-04, eta: 5:06:31, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9164, loss_cls: 0.8785, loss: 0.8785, grad_norm: 11.2304 2020-10-12 00:06:06,565 - mmaction - INFO - Epoch [42][1660/2640] lr: 1.000e-04, eta: 5:06:14, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9117, loss_cls: 0.9313, loss: 0.9313, grad_norm: 11.6875 2020-10-12 00:06:23,127 - mmaction - INFO - Epoch [42][1680/2640] lr: 1.000e-04, eta: 5:05:58, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9579, loss: 0.9579, grad_norm: 11.8558 2020-10-12 00:06:39,860 - mmaction - INFO - Epoch [42][1700/2640] lr: 1.000e-04, eta: 5:05:41, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9187, loss_cls: 0.9040, loss: 0.9040, grad_norm: 11.4528 2020-10-12 00:06:56,253 - mmaction - INFO - Epoch [42][1720/2640] lr: 1.000e-04, eta: 5:05:24, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9281, loss_cls: 0.8735, loss: 0.8735, grad_norm: 11.4065 2020-10-12 00:07:13,007 - mmaction - INFO - Epoch [42][1740/2640] lr: 1.000e-04, eta: 5:05:08, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9164, loss_cls: 0.9282, loss: 0.9282, grad_norm: 11.5333 2020-10-12 00:07:29,414 - mmaction - INFO - Epoch [42][1760/2640] lr: 1.000e-04, eta: 5:04:51, time: 0.821, data_time: 0.005, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9234, loss_cls: 0.8289, loss: 0.8289, grad_norm: 11.0473 2020-10-12 00:07:46,049 - mmaction - INFO - Epoch [42][1780/2640] lr: 1.000e-04, eta: 5:04:35, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8313, loss: 0.8313, grad_norm: 11.4570 2020-10-12 00:08:02,603 - mmaction - INFO - Epoch [42][1800/2640] lr: 1.000e-04, eta: 5:04:18, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9133, loss_cls: 0.9098, loss: 0.9098, grad_norm: 11.5437 2020-10-12 00:08:19,258 - mmaction - INFO - Epoch [42][1820/2640] lr: 1.000e-04, eta: 5:04:01, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.9306, loss: 0.9306, grad_norm: 11.9949 2020-10-12 00:08:35,986 - mmaction - INFO - Epoch [42][1840/2640] lr: 1.000e-04, eta: 5:03:45, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9352, loss_cls: 0.8735, loss: 0.8735, grad_norm: 11.2516 2020-10-12 00:08:52,345 - mmaction - INFO - Epoch [42][1860/2640] lr: 1.000e-04, eta: 5:03:28, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.9133, loss: 0.9133, grad_norm: 11.5447 2020-10-12 00:09:09,032 - mmaction - INFO - Epoch [42][1880/2640] lr: 1.000e-04, eta: 5:03:11, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9109, loss: 0.9109, grad_norm: 12.0051 2020-10-12 00:09:25,547 - mmaction - INFO - Epoch [42][1900/2640] lr: 1.000e-04, eta: 5:02:55, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9203, loss_cls: 0.9218, loss: 0.9218, grad_norm: 11.4058 2020-10-12 00:09:42,144 - mmaction - INFO - Epoch [42][1920/2640] lr: 1.000e-04, eta: 5:02:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9297, loss_cls: 0.9060, loss: 0.9060, grad_norm: 11.6318 2020-10-12 00:09:58,543 - mmaction - INFO - Epoch [42][1940/2640] lr: 1.000e-04, eta: 5:02:21, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9172, loss_cls: 0.9286, loss: 0.9286, grad_norm: 11.7675 2020-10-12 00:10:15,165 - mmaction - INFO - Epoch [42][1960/2640] lr: 1.000e-04, eta: 5:02:05, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9180, loss_cls: 0.9131, loss: 0.9131, grad_norm: 11.2739 2020-10-12 00:10:31,737 - mmaction - INFO - Epoch [42][1980/2640] lr: 1.000e-04, eta: 5:01:48, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9180, loss_cls: 0.9334, loss: 0.9334, grad_norm: 11.5173 2020-10-12 00:10:48,320 - mmaction - INFO - Epoch [42][2000/2640] lr: 1.000e-04, eta: 5:01:31, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8656, loss: 0.8656, grad_norm: 11.3535 2020-10-12 00:11:04,876 - mmaction - INFO - Epoch [42][2020/2640] lr: 1.000e-04, eta: 5:01:15, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9328, loss_cls: 0.9055, loss: 0.9055, grad_norm: 11.7775 2020-10-12 00:11:21,484 - mmaction - INFO - Epoch [42][2040/2640] lr: 1.000e-04, eta: 5:00:58, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9141, loss_cls: 0.9222, loss: 0.9222, grad_norm: 11.7559 2020-10-12 00:11:38,065 - mmaction - INFO - Epoch [42][2060/2640] lr: 1.000e-04, eta: 5:00:42, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9180, loss_cls: 0.9205, loss: 0.9205, grad_norm: 11.4138 2020-10-12 00:11:54,461 - mmaction - INFO - Epoch [42][2080/2640] lr: 1.000e-04, eta: 5:00:25, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7398, top5_acc: 0.9133, loss_cls: 0.9489, loss: 0.9489, grad_norm: 12.2487 2020-10-12 00:12:11,026 - mmaction - INFO - Epoch [42][2100/2640] lr: 1.000e-04, eta: 5:00:08, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9148, loss_cls: 0.9656, loss: 0.9656, grad_norm: 12.0837 2020-10-12 00:12:27,440 - mmaction - INFO - Epoch [42][2120/2640] lr: 1.000e-04, eta: 4:59:52, time: 0.819, data_time: 0.004, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9187, loss_cls: 0.9338, loss: 0.9338, grad_norm: 11.7435 2020-10-12 00:12:44,203 - mmaction - INFO - Epoch [42][2140/2640] lr: 1.000e-04, eta: 4:59:35, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9117, loss_cls: 0.9466, loss: 0.9466, grad_norm: 11.6270 2020-10-12 00:13:00,586 - mmaction - INFO - Epoch [42][2160/2640] lr: 1.000e-04, eta: 4:59:18, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9297, loss_cls: 0.8876, loss: 0.8876, grad_norm: 11.6590 2020-10-12 00:13:17,200 - mmaction - INFO - Epoch [42][2180/2640] lr: 1.000e-04, eta: 4:59:02, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.8908, loss: 0.8908, grad_norm: 11.9217 2020-10-12 00:13:33,973 - mmaction - INFO - Epoch [42][2200/2640] lr: 1.000e-04, eta: 4:58:45, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9297, loss_cls: 0.8844, loss: 0.8844, grad_norm: 11.7829 2020-10-12 00:13:50,381 - mmaction - INFO - Epoch [42][2220/2640] lr: 1.000e-04, eta: 4:58:28, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8397, loss: 0.8397, grad_norm: 11.0139 2020-10-12 00:14:06,980 - mmaction - INFO - Epoch [42][2240/2640] lr: 1.000e-04, eta: 4:58:12, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9109, loss_cls: 0.9206, loss: 0.9206, grad_norm: 11.6007 2020-10-12 00:14:23,569 - mmaction - INFO - Epoch [42][2260/2640] lr: 1.000e-04, eta: 4:57:55, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9156, loss_cls: 0.9004, loss: 0.9004, grad_norm: 11.5874 2020-10-12 00:14:40,235 - mmaction - INFO - Epoch [42][2280/2640] lr: 1.000e-04, eta: 4:57:39, time: 0.833, data_time: 0.008, memory: 9800, top1_acc: 0.7234, top5_acc: 0.9266, loss_cls: 0.9625, loss: 0.9625, grad_norm: 12.0711 2020-10-12 00:14:56,736 - mmaction - INFO - Epoch [42][2300/2640] lr: 1.000e-04, eta: 4:57:22, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9047, loss_cls: 1.0199, loss: 1.0199, grad_norm: 12.1682 2020-10-12 00:15:13,364 - mmaction - INFO - Epoch [42][2320/2640] lr: 1.000e-04, eta: 4:57:05, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9211, loss_cls: 0.9700, loss: 0.9700, grad_norm: 12.0710 2020-10-12 00:15:29,904 - mmaction - INFO - Epoch [42][2340/2640] lr: 1.000e-04, eta: 4:56:49, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9227, loss_cls: 0.9017, loss: 0.9017, grad_norm: 11.9011 2020-10-12 00:15:46,553 - mmaction - INFO - Epoch [42][2360/2640] lr: 1.000e-04, eta: 4:56:32, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9148, loss_cls: 0.9348, loss: 0.9348, grad_norm: 11.8724 2020-10-12 00:16:03,091 - mmaction - INFO - Epoch [42][2380/2640] lr: 1.000e-04, eta: 4:56:15, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9180, loss_cls: 0.9249, loss: 0.9249, grad_norm: 11.4205 2020-10-12 00:16:19,711 - mmaction - INFO - Epoch [42][2400/2640] lr: 1.000e-04, eta: 4:55:59, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9203, loss_cls: 0.9200, loss: 0.9200, grad_norm: 11.7112 2020-10-12 00:16:36,283 - mmaction - INFO - Epoch [42][2420/2640] lr: 1.000e-04, eta: 4:55:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9288, loss: 0.9288, grad_norm: 11.4874 2020-10-12 00:16:52,644 - mmaction - INFO - Epoch [42][2440/2640] lr: 1.000e-04, eta: 4:55:25, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8339, loss: 0.8339, grad_norm: 11.3152 2020-10-12 00:17:09,275 - mmaction - INFO - Epoch [42][2460/2640] lr: 1.000e-04, eta: 4:55:09, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9289, loss_cls: 0.8328, loss: 0.8328, grad_norm: 11.5410 2020-10-12 00:17:25,811 - mmaction - INFO - Epoch [42][2480/2640] lr: 1.000e-04, eta: 4:54:52, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9289, loss_cls: 0.8962, loss: 0.8962, grad_norm: 11.6250 2020-10-12 00:17:42,612 - mmaction - INFO - Epoch [42][2500/2640] lr: 1.000e-04, eta: 4:54:35, time: 0.840, data_time: 0.004, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.9075, loss: 0.9075, grad_norm: 11.5821 2020-10-12 00:17:59,082 - mmaction - INFO - Epoch [42][2520/2640] lr: 1.000e-04, eta: 4:54:19, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9242, loss_cls: 0.8876, loss: 0.8876, grad_norm: 11.4666 2020-10-12 00:18:15,644 - mmaction - INFO - Epoch [42][2540/2640] lr: 1.000e-04, eta: 4:54:02, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9242, loss_cls: 0.8703, loss: 0.8703, grad_norm: 11.3870 2020-10-12 00:18:32,192 - mmaction - INFO - Epoch [42][2560/2640] lr: 1.000e-04, eta: 4:53:46, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9125, loss_cls: 0.9096, loss: 0.9096, grad_norm: 11.4562 2020-10-12 00:18:48,822 - mmaction - INFO - Epoch [42][2580/2640] lr: 1.000e-04, eta: 4:53:29, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9266, loss_cls: 0.8986, loss: 0.8986, grad_norm: 11.3422 2020-10-12 00:19:05,350 - mmaction - INFO - Epoch [42][2600/2640] lr: 1.000e-04, eta: 4:53:12, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8424, loss: 0.8424, grad_norm: 11.2077 2020-10-12 00:19:21,994 - mmaction - INFO - Epoch [42][2620/2640] lr: 1.000e-04, eta: 4:52:56, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9266, loss_cls: 0.9042, loss: 0.9042, grad_norm: 12.2720 2020-10-12 00:19:38,077 - mmaction - INFO - Epoch [42][2640/2640] lr: 1.000e-04, eta: 4:52:39, time: 0.807, data_time: 0.007, memory: 9800, top1_acc: 0.7565, top5_acc: 0.9177, loss_cls: 0.9521, loss: 0.9521, grad_norm: 11.9270 2020-10-12 00:19:38,540 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-10-12 00:20:09,661 - mmaction - INFO - Epoch [43][20/2640] lr: 1.000e-04, eta: 4:52:25, time: 1.467, data_time: 0.630, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9195, loss_cls: 0.8479, loss: 0.8479, grad_norm: 10.8034 2020-10-12 00:20:26,069 - mmaction - INFO - Epoch [43][40/2640] lr: 1.000e-04, eta: 4:52:08, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.9000, loss: 0.9000, grad_norm: 11.8335 2020-10-12 00:20:42,635 - mmaction - INFO - Epoch [43][60/2640] lr: 1.000e-04, eta: 4:51:51, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.8834, loss: 0.8834, grad_norm: 11.5097 2020-10-12 00:20:59,010 - mmaction - INFO - Epoch [43][80/2640] lr: 1.000e-04, eta: 4:51:35, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9125, loss_cls: 0.9304, loss: 0.9304, grad_norm: 11.9224 2020-10-12 00:21:15,417 - mmaction - INFO - Epoch [43][100/2640] lr: 1.000e-04, eta: 4:51:18, time: 0.819, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9180, loss_cls: 0.8785, loss: 0.8785, grad_norm: 11.5260 2020-10-12 00:21:31,980 - mmaction - INFO - Epoch [43][120/2640] lr: 1.000e-04, eta: 4:51:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9289, loss_cls: 0.8297, loss: 0.8297, grad_norm: 11.1505 2020-10-12 00:21:48,482 - mmaction - INFO - Epoch [43][140/2640] lr: 1.000e-04, eta: 4:50:45, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8678, loss: 0.8678, grad_norm: 11.5624 2020-10-12 00:22:04,977 - mmaction - INFO - Epoch [43][160/2640] lr: 1.000e-04, eta: 4:50:28, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9289, loss_cls: 0.8744, loss: 0.8744, grad_norm: 11.6219 2020-10-12 00:22:21,356 - mmaction - INFO - Epoch [43][180/2640] lr: 1.000e-04, eta: 4:50:11, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8684, loss: 0.8684, grad_norm: 11.4622 2020-10-12 00:22:37,967 - mmaction - INFO - Epoch [43][200/2640] lr: 1.000e-04, eta: 4:49:55, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8662, loss: 0.8662, grad_norm: 11.6014 2020-10-12 00:22:54,542 - mmaction - INFO - Epoch [43][220/2640] lr: 1.000e-04, eta: 4:49:38, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8347, loss: 0.8347, grad_norm: 11.7825 2020-10-12 00:23:11,195 - mmaction - INFO - Epoch [43][240/2640] lr: 1.000e-04, eta: 4:49:21, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9273, loss_cls: 0.8721, loss: 0.8721, grad_norm: 11.9907 2020-10-12 00:23:27,739 - mmaction - INFO - Epoch [43][260/2640] lr: 1.000e-04, eta: 4:49:05, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8960, loss: 0.8960, grad_norm: 11.8596 2020-10-12 00:23:44,322 - mmaction - INFO - Epoch [43][280/2640] lr: 1.000e-04, eta: 4:48:48, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9209, loss: 0.9209, grad_norm: 11.6977 2020-10-12 00:24:00,689 - mmaction - INFO - Epoch [43][300/2640] lr: 1.000e-04, eta: 4:48:32, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8616, loss: 0.8616, grad_norm: 11.2843 2020-10-12 00:24:17,323 - mmaction - INFO - Epoch [43][320/2640] lr: 1.000e-04, eta: 4:48:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9328, loss_cls: 0.8363, loss: 0.8363, grad_norm: 11.2363 2020-10-12 00:24:33,910 - mmaction - INFO - Epoch [43][340/2640] lr: 1.000e-04, eta: 4:47:58, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.8891, loss: 0.8891, grad_norm: 12.0673 2020-10-12 00:24:50,284 - mmaction - INFO - Epoch [43][360/2640] lr: 1.000e-04, eta: 4:47:42, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.8702, loss: 0.8702, grad_norm: 11.4323 2020-10-12 00:25:06,876 - mmaction - INFO - Epoch [43][380/2640] lr: 1.000e-04, eta: 4:47:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9450, loss: 0.9450, grad_norm: 11.6917 2020-10-12 00:25:23,445 - mmaction - INFO - Epoch [43][400/2640] lr: 1.000e-04, eta: 4:47:08, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8942, loss: 0.8942, grad_norm: 11.7005 2020-10-12 00:25:40,055 - mmaction - INFO - Epoch [43][420/2640] lr: 1.000e-04, eta: 4:46:52, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9227, loss_cls: 0.8597, loss: 0.8597, grad_norm: 11.1874 2020-10-12 00:25:56,414 - mmaction - INFO - Epoch [43][440/2640] lr: 1.000e-04, eta: 4:46:35, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9180, loss_cls: 0.9308, loss: 0.9308, grad_norm: 11.5794 2020-10-12 00:26:13,055 - mmaction - INFO - Epoch [43][460/2640] lr: 1.000e-04, eta: 4:46:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9250, loss_cls: 0.9238, loss: 0.9238, grad_norm: 11.6907 2020-10-12 00:26:29,620 - mmaction - INFO - Epoch [43][480/2640] lr: 1.000e-04, eta: 4:46:02, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9415, loss: 0.9415, grad_norm: 11.9092 2020-10-12 00:26:46,237 - mmaction - INFO - Epoch [43][500/2640] lr: 1.000e-04, eta: 4:45:45, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9258, loss_cls: 0.8705, loss: 0.8705, grad_norm: 11.5954 2020-10-12 00:27:02,783 - mmaction - INFO - Epoch [43][520/2640] lr: 1.000e-04, eta: 4:45:28, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7352, top5_acc: 0.9125, loss_cls: 0.9571, loss: 0.9571, grad_norm: 12.0892 2020-10-12 00:27:19,399 - mmaction - INFO - Epoch [43][540/2640] lr: 1.000e-04, eta: 4:45:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8580, loss: 0.8580, grad_norm: 11.5626 2020-10-12 00:27:36,026 - mmaction - INFO - Epoch [43][560/2640] lr: 1.000e-04, eta: 4:44:55, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.8923, loss: 0.8923, grad_norm: 11.7345 2020-10-12 00:27:52,530 - mmaction - INFO - Epoch [43][580/2640] lr: 1.000e-04, eta: 4:44:39, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8766, loss: 0.8766, grad_norm: 11.5661 2020-10-12 00:28:09,143 - mmaction - INFO - Epoch [43][600/2640] lr: 1.000e-04, eta: 4:44:22, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9203, loss_cls: 0.8908, loss: 0.8908, grad_norm: 11.8669 2020-10-12 00:28:25,827 - mmaction - INFO - Epoch [43][620/2640] lr: 1.000e-04, eta: 4:44:05, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9266, loss_cls: 0.9063, loss: 0.9063, grad_norm: 11.7007 2020-10-12 00:28:43,325 - mmaction - INFO - Epoch [43][640/2640] lr: 1.000e-04, eta: 4:43:49, time: 0.875, data_time: 0.002, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9242, loss_cls: 0.9109, loss: 0.9109, grad_norm: 11.4394 2020-10-12 00:28:59,769 - mmaction - INFO - Epoch [43][660/2640] lr: 1.000e-04, eta: 4:43:32, time: 0.819, data_time: 0.001, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9234, loss_cls: 0.8830, loss: 0.8830, grad_norm: 11.6294 2020-10-12 00:29:16,310 - mmaction - INFO - Epoch [43][680/2640] lr: 1.000e-04, eta: 4:43:15, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.8680, loss: 0.8680, grad_norm: 11.5168 2020-10-12 00:29:32,944 - mmaction - INFO - Epoch [43][700/2640] lr: 1.000e-04, eta: 4:42:59, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7383, top5_acc: 0.9234, loss_cls: 0.9096, loss: 0.9096, grad_norm: 11.9478 2020-10-12 00:29:49,515 - mmaction - INFO - Epoch [43][720/2640] lr: 1.000e-04, eta: 4:42:42, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9148, loss_cls: 0.9034, loss: 0.9034, grad_norm: 12.2752 2020-10-12 00:30:06,244 - mmaction - INFO - Epoch [43][740/2640] lr: 1.000e-04, eta: 4:42:26, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9289, loss_cls: 0.9158, loss: 0.9158, grad_norm: 11.6947 2020-10-12 00:30:22,635 - mmaction - INFO - Epoch [43][760/2640] lr: 1.000e-04, eta: 4:42:09, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9258, loss_cls: 0.8686, loss: 0.8686, grad_norm: 11.6107 2020-10-12 00:30:39,287 - mmaction - INFO - Epoch [43][780/2640] lr: 1.000e-04, eta: 4:41:52, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9320, loss_cls: 0.9058, loss: 0.9058, grad_norm: 11.9362 2020-10-12 00:30:55,843 - mmaction - INFO - Epoch [43][800/2640] lr: 1.000e-04, eta: 4:41:36, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9375, loss_cls: 0.8242, loss: 0.8242, grad_norm: 11.0949 2020-10-12 00:31:12,540 - mmaction - INFO - Epoch [43][820/2640] lr: 1.000e-04, eta: 4:41:19, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9086, loss_cls: 0.9547, loss: 0.9547, grad_norm: 12.0022 2020-10-12 00:31:29,048 - mmaction - INFO - Epoch [43][840/2640] lr: 1.000e-04, eta: 4:41:02, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9422, loss: 0.9422, grad_norm: 11.7212 2020-10-12 00:31:45,696 - mmaction - INFO - Epoch [43][860/2640] lr: 1.000e-04, eta: 4:40:46, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.8666, loss: 0.8666, grad_norm: 11.9466 2020-10-12 00:32:02,406 - mmaction - INFO - Epoch [43][880/2640] lr: 1.000e-04, eta: 4:40:29, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.9162, loss: 0.9162, grad_norm: 11.7710 2020-10-12 00:32:19,017 - mmaction - INFO - Epoch [43][900/2640] lr: 1.000e-04, eta: 4:40:13, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.8999, loss: 0.8999, grad_norm: 11.6304 2020-10-12 00:32:35,602 - mmaction - INFO - Epoch [43][920/2640] lr: 1.000e-04, eta: 4:39:56, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9266, loss_cls: 0.9329, loss: 0.9329, grad_norm: 11.9395 2020-10-12 00:32:51,990 - mmaction - INFO - Epoch [43][940/2640] lr: 1.000e-04, eta: 4:39:39, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9313, loss_cls: 0.8861, loss: 0.8861, grad_norm: 11.8925 2020-10-12 00:33:08,367 - mmaction - INFO - Epoch [43][960/2640] lr: 1.000e-04, eta: 4:39:23, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9211, loss_cls: 0.8501, loss: 0.8501, grad_norm: 11.1294 2020-10-12 00:33:25,019 - mmaction - INFO - Epoch [43][980/2640] lr: 1.000e-04, eta: 4:39:06, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8884, loss: 0.8884, grad_norm: 11.9294 2020-10-12 00:33:41,565 - mmaction - INFO - Epoch [43][1000/2640] lr: 1.000e-04, eta: 4:38:49, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8549, loss: 0.8549, grad_norm: 11.5192 2020-10-12 00:33:57,916 - mmaction - INFO - Epoch [43][1020/2640] lr: 1.000e-04, eta: 4:38:33, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.8874, loss: 0.8874, grad_norm: 11.8487 2020-10-12 00:34:14,560 - mmaction - INFO - Epoch [43][1040/2640] lr: 1.000e-04, eta: 4:38:16, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9172, loss_cls: 0.8928, loss: 0.8928, grad_norm: 11.3302 2020-10-12 00:34:31,099 - mmaction - INFO - Epoch [43][1060/2640] lr: 1.000e-04, eta: 4:37:59, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9454, loss: 0.9454, grad_norm: 12.0424 2020-10-12 00:34:47,754 - mmaction - INFO - Epoch [43][1080/2640] lr: 1.000e-04, eta: 4:37:43, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.9005, loss: 0.9005, grad_norm: 11.7978 2020-10-12 00:35:04,520 - mmaction - INFO - Epoch [43][1100/2640] lr: 1.000e-04, eta: 4:37:26, time: 0.841, data_time: 0.007, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9219, loss_cls: 0.9119, loss: 0.9119, grad_norm: 11.8382 2020-10-12 00:35:21,113 - mmaction - INFO - Epoch [43][1120/2640] lr: 1.000e-04, eta: 4:37:09, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9156, loss_cls: 0.8671, loss: 0.8671, grad_norm: 11.6621 2020-10-12 00:35:37,675 - mmaction - INFO - Epoch [43][1140/2640] lr: 1.000e-04, eta: 4:36:53, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9406, loss_cls: 0.8426, loss: 0.8426, grad_norm: 11.5257 2020-10-12 00:35:54,046 - mmaction - INFO - Epoch [43][1160/2640] lr: 1.000e-04, eta: 4:36:36, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9297, loss_cls: 0.8107, loss: 0.8107, grad_norm: 10.9920 2020-10-12 00:36:10,691 - mmaction - INFO - Epoch [43][1180/2640] lr: 1.000e-04, eta: 4:36:19, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9234, loss_cls: 0.8798, loss: 0.8798, grad_norm: 11.7776 2020-10-12 00:36:27,234 - mmaction - INFO - Epoch [43][1200/2640] lr: 1.000e-04, eta: 4:36:03, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7367, top5_acc: 0.9047, loss_cls: 1.0040, loss: 1.0040, grad_norm: 12.4879 2020-10-12 00:36:43,816 - mmaction - INFO - Epoch [43][1220/2640] lr: 1.000e-04, eta: 4:35:46, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9242, loss_cls: 0.8482, loss: 0.8482, grad_norm: 11.4041 2020-10-12 00:37:00,208 - mmaction - INFO - Epoch [43][1240/2640] lr: 1.000e-04, eta: 4:35:30, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9195, loss_cls: 0.8985, loss: 0.8985, grad_norm: 11.8973 2020-10-12 00:37:16,835 - mmaction - INFO - Epoch [43][1260/2640] lr: 1.000e-04, eta: 4:35:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9227, loss_cls: 0.8762, loss: 0.8762, grad_norm: 11.7892 2020-10-12 00:37:33,600 - mmaction - INFO - Epoch [43][1280/2640] lr: 1.000e-04, eta: 4:34:56, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9281, loss_cls: 0.9169, loss: 0.9169, grad_norm: 11.8106 2020-10-12 00:37:50,182 - mmaction - INFO - Epoch [43][1300/2640] lr: 1.000e-04, eta: 4:34:40, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9273, loss_cls: 0.8905, loss: 0.8905, grad_norm: 11.7528 2020-10-12 00:38:06,793 - mmaction - INFO - Epoch [43][1320/2640] lr: 1.000e-04, eta: 4:34:23, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9273, loss_cls: 0.8491, loss: 0.8491, grad_norm: 11.4687 2020-10-12 00:38:23,345 - mmaction - INFO - Epoch [43][1340/2640] lr: 1.000e-04, eta: 4:34:06, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9315, loss: 0.9315, grad_norm: 11.9342 2020-10-12 00:38:39,936 - mmaction - INFO - Epoch [43][1360/2640] lr: 1.000e-04, eta: 4:33:50, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9094, loss_cls: 0.9771, loss: 0.9771, grad_norm: 12.7722 2020-10-12 00:38:56,335 - mmaction - INFO - Epoch [43][1380/2640] lr: 1.000e-04, eta: 4:33:33, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9227, loss_cls: 0.9323, loss: 0.9323, grad_norm: 11.9288 2020-10-12 00:39:12,959 - mmaction - INFO - Epoch [43][1400/2640] lr: 1.000e-04, eta: 4:33:16, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9375, loss_cls: 0.8264, loss: 0.8264, grad_norm: 11.5714 2020-10-12 00:39:29,497 - mmaction - INFO - Epoch [43][1420/2640] lr: 1.000e-04, eta: 4:33:00, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9576, loss: 0.9576, grad_norm: 11.8907 2020-10-12 00:39:46,127 - mmaction - INFO - Epoch [43][1440/2640] lr: 1.000e-04, eta: 4:32:43, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9297, loss_cls: 0.8650, loss: 0.8650, grad_norm: 11.5910 2020-10-12 00:40:02,725 - mmaction - INFO - Epoch [43][1460/2640] lr: 1.000e-04, eta: 4:32:27, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9273, loss_cls: 0.8328, loss: 0.8328, grad_norm: 11.5463 2020-10-12 00:40:19,270 - mmaction - INFO - Epoch [43][1480/2640] lr: 1.000e-04, eta: 4:32:10, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9180, loss_cls: 0.9042, loss: 0.9042, grad_norm: 11.9929 2020-10-12 00:40:35,884 - mmaction - INFO - Epoch [43][1500/2640] lr: 1.000e-04, eta: 4:31:53, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9336, loss_cls: 0.8483, loss: 0.8483, grad_norm: 11.9061 2020-10-12 00:40:52,254 - mmaction - INFO - Epoch [43][1520/2640] lr: 1.000e-04, eta: 4:31:37, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9180, loss_cls: 0.9253, loss: 0.9253, grad_norm: 12.0133 2020-10-12 00:41:08,926 - mmaction - INFO - Epoch [43][1540/2640] lr: 1.000e-04, eta: 4:31:20, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8639, loss: 0.8639, grad_norm: 11.9553 2020-10-12 00:41:25,460 - mmaction - INFO - Epoch [43][1560/2640] lr: 1.000e-04, eta: 4:31:03, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9266, loss_cls: 0.8678, loss: 0.8678, grad_norm: 11.9956 2020-10-12 00:41:42,056 - mmaction - INFO - Epoch [43][1580/2640] lr: 1.000e-04, eta: 4:30:47, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9172, loss_cls: 0.9129, loss: 0.9129, grad_norm: 11.2723 2020-10-12 00:41:58,618 - mmaction - INFO - Epoch [43][1600/2640] lr: 1.000e-04, eta: 4:30:30, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8349, loss: 0.8349, grad_norm: 11.2694 2020-10-12 00:42:15,207 - mmaction - INFO - Epoch [43][1620/2640] lr: 1.000e-04, eta: 4:30:13, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9242, loss_cls: 0.8941, loss: 0.8941, grad_norm: 11.5283 2020-10-12 00:42:31,878 - mmaction - INFO - Epoch [43][1640/2640] lr: 1.000e-04, eta: 4:29:57, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9180, loss_cls: 0.8989, loss: 0.8989, grad_norm: 12.0204 2020-10-12 00:42:48,405 - mmaction - INFO - Epoch [43][1660/2640] lr: 1.000e-04, eta: 4:29:40, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9157, loss: 0.9157, grad_norm: 11.4037 2020-10-12 00:43:04,966 - mmaction - INFO - Epoch [43][1680/2640] lr: 1.000e-04, eta: 4:29:23, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 0.9017, loss: 0.9017, grad_norm: 11.6687 2020-10-12 00:43:21,579 - mmaction - INFO - Epoch [43][1700/2640] lr: 1.000e-04, eta: 4:29:07, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9359, loss_cls: 0.8161, loss: 0.8161, grad_norm: 11.5166 2020-10-12 00:43:38,154 - mmaction - INFO - Epoch [43][1720/2640] lr: 1.000e-04, eta: 4:28:50, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9305, loss_cls: 0.8911, loss: 0.8911, grad_norm: 12.2311 2020-10-12 00:43:54,513 - mmaction - INFO - Epoch [43][1740/2640] lr: 1.000e-04, eta: 4:28:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9203, loss_cls: 0.9385, loss: 0.9385, grad_norm: 12.1585 2020-10-12 00:44:11,165 - mmaction - INFO - Epoch [43][1760/2640] lr: 1.000e-04, eta: 4:28:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8689, loss: 0.8689, grad_norm: 11.6999 2020-10-12 00:44:27,686 - mmaction - INFO - Epoch [43][1780/2640] lr: 1.000e-04, eta: 4:28:00, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9383, loss_cls: 0.8358, loss: 0.8358, grad_norm: 11.4922 2020-10-12 00:44:44,273 - mmaction - INFO - Epoch [43][1800/2640] lr: 1.000e-04, eta: 4:27:44, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7367, top5_acc: 0.9156, loss_cls: 0.9543, loss: 0.9543, grad_norm: 11.9959 2020-10-12 00:45:00,706 - mmaction - INFO - Epoch [43][1820/2640] lr: 1.000e-04, eta: 4:27:27, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9398, loss_cls: 0.8135, loss: 0.8135, grad_norm: 11.4711 2020-10-12 00:45:17,307 - mmaction - INFO - Epoch [43][1840/2640] lr: 1.000e-04, eta: 4:27:10, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.8895, loss: 0.8895, grad_norm: 11.8924 2020-10-12 00:45:33,906 - mmaction - INFO - Epoch [43][1860/2640] lr: 1.000e-04, eta: 4:26:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9211, loss_cls: 0.9235, loss: 0.9235, grad_norm: 11.8036 2020-10-12 00:45:50,457 - mmaction - INFO - Epoch [43][1880/2640] lr: 1.000e-04, eta: 4:26:37, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8887, loss: 0.8887, grad_norm: 11.6388 2020-10-12 00:46:07,086 - mmaction - INFO - Epoch [43][1900/2640] lr: 1.000e-04, eta: 4:26:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.8759, loss: 0.8759, grad_norm: 11.8466 2020-10-12 00:46:23,624 - mmaction - INFO - Epoch [43][1920/2640] lr: 1.000e-04, eta: 4:26:04, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9242, loss_cls: 0.8900, loss: 0.8900, grad_norm: 11.7014 2020-10-12 00:46:40,261 - mmaction - INFO - Epoch [43][1940/2640] lr: 1.000e-04, eta: 4:25:47, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9273, loss_cls: 0.9132, loss: 0.9132, grad_norm: 11.9350 2020-10-12 00:46:56,804 - mmaction - INFO - Epoch [43][1960/2640] lr: 1.000e-04, eta: 4:25:31, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9172, loss_cls: 0.9448, loss: 0.9448, grad_norm: 11.5578 2020-10-12 00:47:13,437 - mmaction - INFO - Epoch [43][1980/2640] lr: 1.000e-04, eta: 4:25:14, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9227, loss_cls: 0.8203, loss: 0.8203, grad_norm: 11.2169 2020-10-12 00:47:29,983 - mmaction - INFO - Epoch [43][2000/2640] lr: 1.000e-04, eta: 4:24:57, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.8763, loss: 0.8763, grad_norm: 11.5383 2020-10-12 00:47:46,592 - mmaction - INFO - Epoch [43][2020/2640] lr: 1.000e-04, eta: 4:24:41, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9359, loss_cls: 0.8490, loss: 0.8490, grad_norm: 11.6180 2020-10-12 00:48:03,151 - mmaction - INFO - Epoch [43][2040/2640] lr: 1.000e-04, eta: 4:24:24, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9305, loss_cls: 0.9001, loss: 0.9001, grad_norm: 11.5380 2020-10-12 00:48:19,765 - mmaction - INFO - Epoch [43][2060/2640] lr: 1.000e-04, eta: 4:24:07, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9141, loss_cls: 0.9101, loss: 0.9101, grad_norm: 11.7778 2020-10-12 00:48:36,373 - mmaction - INFO - Epoch [43][2080/2640] lr: 1.000e-04, eta: 4:23:51, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.8643, loss: 0.8643, grad_norm: 12.0587 2020-10-12 00:48:52,731 - mmaction - INFO - Epoch [43][2100/2640] lr: 1.000e-04, eta: 4:23:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9234, loss_cls: 0.8633, loss: 0.8633, grad_norm: 11.6613 2020-10-12 00:49:09,363 - mmaction - INFO - Epoch [43][2120/2640] lr: 1.000e-04, eta: 4:23:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9195, loss_cls: 0.8845, loss: 0.8845, grad_norm: 11.4941 2020-10-12 00:49:25,893 - mmaction - INFO - Epoch [43][2140/2640] lr: 1.000e-04, eta: 4:23:01, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9289, loss_cls: 0.8792, loss: 0.8792, grad_norm: 11.8769 2020-10-12 00:49:42,484 - mmaction - INFO - Epoch [43][2160/2640] lr: 1.000e-04, eta: 4:22:44, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9195, loss_cls: 0.9220, loss: 0.9220, grad_norm: 12.2917 2020-10-12 00:49:59,081 - mmaction - INFO - Epoch [43][2180/2640] lr: 1.000e-04, eta: 4:22:27, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9195, loss_cls: 0.8603, loss: 0.8603, grad_norm: 11.8077 2020-10-12 00:50:15,714 - mmaction - INFO - Epoch [43][2200/2640] lr: 1.000e-04, eta: 4:22:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.9229, loss: 0.9229, grad_norm: 11.8579 2020-10-12 00:50:32,269 - mmaction - INFO - Epoch [43][2220/2640] lr: 1.000e-04, eta: 4:21:54, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.9256, loss: 0.9256, grad_norm: 11.8793 2020-10-12 00:50:48,870 - mmaction - INFO - Epoch [43][2240/2640] lr: 1.000e-04, eta: 4:21:38, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.9161, loss: 0.9161, grad_norm: 11.9293 2020-10-12 00:51:05,466 - mmaction - INFO - Epoch [43][2260/2640] lr: 1.000e-04, eta: 4:21:21, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9133, loss_cls: 0.9368, loss: 0.9368, grad_norm: 12.1160 2020-10-12 00:51:21,954 - mmaction - INFO - Epoch [43][2280/2640] lr: 1.000e-04, eta: 4:21:04, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9273, loss_cls: 0.8474, loss: 0.8474, grad_norm: 11.5569 2020-10-12 00:51:38,557 - mmaction - INFO - Epoch [43][2300/2640] lr: 1.000e-04, eta: 4:20:48, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9164, loss_cls: 0.9356, loss: 0.9356, grad_norm: 11.9498 2020-10-12 00:51:55,034 - mmaction - INFO - Epoch [43][2320/2640] lr: 1.000e-04, eta: 4:20:31, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8698, loss: 0.8698, grad_norm: 11.8500 2020-10-12 00:52:11,401 - mmaction - INFO - Epoch [43][2340/2640] lr: 1.000e-04, eta: 4:20:14, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8719, loss: 0.8719, grad_norm: 11.7271 2020-10-12 00:52:27,965 - mmaction - INFO - Epoch [43][2360/2640] lr: 1.000e-04, eta: 4:19:58, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9344, loss_cls: 0.8159, loss: 0.8159, grad_norm: 11.3929 2020-10-12 00:52:44,552 - mmaction - INFO - Epoch [43][2380/2640] lr: 1.000e-04, eta: 4:19:41, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9164, loss_cls: 0.9465, loss: 0.9465, grad_norm: 11.9083 2020-10-12 00:53:00,977 - mmaction - INFO - Epoch [43][2400/2640] lr: 1.000e-04, eta: 4:19:24, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9313, loss_cls: 0.8521, loss: 0.8521, grad_norm: 11.9568 2020-10-12 00:53:17,832 - mmaction - INFO - Epoch [43][2420/2640] lr: 1.000e-04, eta: 4:19:08, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9250, loss_cls: 0.8800, loss: 0.8800, grad_norm: 11.5588 2020-10-12 00:53:34,365 - mmaction - INFO - Epoch [43][2440/2640] lr: 1.000e-04, eta: 4:18:51, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9211, loss_cls: 0.9176, loss: 0.9176, grad_norm: 11.6487 2020-10-12 00:53:50,723 - mmaction - INFO - Epoch [43][2460/2640] lr: 1.000e-04, eta: 4:18:34, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9313, loss_cls: 0.8776, loss: 0.8776, grad_norm: 11.6355 2020-10-12 00:54:07,356 - mmaction - INFO - Epoch [43][2480/2640] lr: 1.000e-04, eta: 4:18:18, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.8878, loss: 0.8878, grad_norm: 11.9140 2020-10-12 00:54:23,906 - mmaction - INFO - Epoch [43][2500/2640] lr: 1.000e-04, eta: 4:18:01, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9344, loss_cls: 0.8591, loss: 0.8591, grad_norm: 11.6752 2020-10-12 00:54:40,562 - mmaction - INFO - Epoch [43][2520/2640] lr: 1.000e-04, eta: 4:17:45, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9211, loss_cls: 0.9349, loss: 0.9349, grad_norm: 12.2391 2020-10-12 00:54:57,086 - mmaction - INFO - Epoch [43][2540/2640] lr: 1.000e-04, eta: 4:17:28, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9117, loss_cls: 0.9495, loss: 0.9495, grad_norm: 12.3091 2020-10-12 00:55:13,741 - mmaction - INFO - Epoch [43][2560/2640] lr: 1.000e-04, eta: 4:17:11, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9094, loss_cls: 0.9799, loss: 0.9799, grad_norm: 12.7172 2020-10-12 00:55:30,262 - mmaction - INFO - Epoch [43][2580/2640] lr: 1.000e-04, eta: 4:16:55, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9359, loss_cls: 0.8910, loss: 0.8910, grad_norm: 11.7783 2020-10-12 00:55:46,900 - mmaction - INFO - Epoch [43][2600/2640] lr: 1.000e-04, eta: 4:16:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9141, loss_cls: 0.9699, loss: 0.9699, grad_norm: 12.0195 2020-10-12 00:56:03,437 - mmaction - INFO - Epoch [43][2620/2640] lr: 1.000e-04, eta: 4:16:21, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9133, loss_cls: 0.9214, loss: 0.9214, grad_norm: 12.1112 2020-10-12 00:56:19,599 - mmaction - INFO - Epoch [43][2640/2640] lr: 1.000e-04, eta: 4:16:05, time: 0.807, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9234, loss_cls: 0.8851, loss: 0.8851, grad_norm: 11.9892 2020-10-12 00:56:19,938 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-10-12 00:56:46,872 - mmaction - INFO - Epoch [44][20/2640] lr: 1.000e-04, eta: 4:15:49, time: 1.256, data_time: 0.367, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8589, loss: 0.8589, grad_norm: 11.3358 2020-10-12 00:57:03,236 - mmaction - INFO - Epoch [44][40/2640] lr: 1.000e-04, eta: 4:15:33, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.8691, loss: 0.8691, grad_norm: 11.4364 2020-10-12 00:57:19,868 - mmaction - INFO - Epoch [44][60/2640] lr: 1.000e-04, eta: 4:15:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9172, loss_cls: 0.9631, loss: 0.9631, grad_norm: 11.9514 2020-10-12 00:57:36,421 - mmaction - INFO - Epoch [44][80/2640] lr: 1.000e-04, eta: 4:14:59, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9336, loss_cls: 0.8516, loss: 0.8516, grad_norm: 11.4874 2020-10-12 00:57:52,826 - mmaction - INFO - Epoch [44][100/2640] lr: 1.000e-04, eta: 4:14:43, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7484, top5_acc: 0.9211, loss_cls: 0.9192, loss: 0.9192, grad_norm: 12.0621 2020-10-12 00:58:09,431 - mmaction - INFO - Epoch [44][120/2640] lr: 1.000e-04, eta: 4:14:26, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9359, loss_cls: 0.8272, loss: 0.8272, grad_norm: 11.2294 2020-10-12 00:58:25,978 - mmaction - INFO - Epoch [44][140/2640] lr: 1.000e-04, eta: 4:14:10, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9328, loss_cls: 0.8594, loss: 0.8594, grad_norm: 11.5735 2020-10-12 00:58:42,573 - mmaction - INFO - Epoch [44][160/2640] lr: 1.000e-04, eta: 4:13:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9313, loss_cls: 0.8528, loss: 0.8528, grad_norm: 11.5934 2020-10-12 00:58:58,971 - mmaction - INFO - Epoch [44][180/2640] lr: 1.000e-04, eta: 4:13:36, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9156, loss_cls: 0.9367, loss: 0.9367, grad_norm: 11.5333 2020-10-12 00:59:15,622 - mmaction - INFO - Epoch [44][200/2640] lr: 1.000e-04, eta: 4:13:20, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9227, loss_cls: 0.8795, loss: 0.8795, grad_norm: 11.5387 2020-10-12 00:59:32,159 - mmaction - INFO - Epoch [44][220/2640] lr: 1.000e-04, eta: 4:13:03, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9328, loss_cls: 0.8461, loss: 0.8461, grad_norm: 11.1442 2020-10-12 00:59:48,773 - mmaction - INFO - Epoch [44][240/2640] lr: 1.000e-04, eta: 4:12:46, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.8831, loss: 0.8831, grad_norm: 11.6232 2020-10-12 01:00:07,815 - mmaction - INFO - Epoch [44][260/2640] lr: 1.000e-04, eta: 4:12:30, time: 0.938, data_time: 0.006, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9164, loss_cls: 0.8954, loss: 0.8954, grad_norm: 11.7667 2020-10-12 01:00:24,566 - mmaction - INFO - Epoch [44][280/2640] lr: 1.000e-04, eta: 4:12:13, time: 0.854, data_time: 0.031, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9234, loss_cls: 0.9040, loss: 0.9040, grad_norm: 11.5056 2020-10-12 01:00:41,171 - mmaction - INFO - Epoch [44][300/2640] lr: 1.000e-04, eta: 4:11:57, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9328, loss_cls: 0.8381, loss: 0.8381, grad_norm: 11.3677 2020-10-12 01:00:57,554 - mmaction - INFO - Epoch [44][320/2640] lr: 1.000e-04, eta: 4:11:40, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.8895, loss: 0.8895, grad_norm: 11.9490 2020-10-12 01:01:14,179 - mmaction - INFO - Epoch [44][340/2640] lr: 1.000e-04, eta: 4:11:24, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9187, loss_cls: 0.9155, loss: 0.9155, grad_norm: 12.2492 2020-10-12 01:01:30,749 - mmaction - INFO - Epoch [44][360/2640] lr: 1.000e-04, eta: 4:11:07, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9148, loss_cls: 0.9212, loss: 0.9212, grad_norm: 11.8974 2020-10-12 01:01:47,366 - mmaction - INFO - Epoch [44][380/2640] lr: 1.000e-04, eta: 4:10:50, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9172, loss_cls: 0.9196, loss: 0.9196, grad_norm: 11.9851 2020-10-12 01:02:03,908 - mmaction - INFO - Epoch [44][400/2640] lr: 1.000e-04, eta: 4:10:34, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9359, loss_cls: 0.8438, loss: 0.8438, grad_norm: 11.6488 2020-10-12 01:02:20,731 - mmaction - INFO - Epoch [44][420/2640] lr: 1.000e-04, eta: 4:10:17, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9258, loss_cls: 0.8430, loss: 0.8430, grad_norm: 11.9520 2020-10-12 01:02:37,300 - mmaction - INFO - Epoch [44][440/2640] lr: 1.000e-04, eta: 4:10:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9320, loss_cls: 0.8497, loss: 0.8497, grad_norm: 11.3766 2020-10-12 01:02:53,652 - mmaction - INFO - Epoch [44][460/2640] lr: 1.000e-04, eta: 4:09:44, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7375, top5_acc: 0.9086, loss_cls: 0.9898, loss: 0.9898, grad_norm: 12.7529 2020-10-12 01:03:10,285 - mmaction - INFO - Epoch [44][480/2640] lr: 1.000e-04, eta: 4:09:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9094, loss_cls: 0.9605, loss: 0.9605, grad_norm: 12.1258 2020-10-12 01:03:26,840 - mmaction - INFO - Epoch [44][500/2640] lr: 1.000e-04, eta: 4:09:10, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.8636, loss: 0.8636, grad_norm: 11.7144 2020-10-12 01:03:43,525 - mmaction - INFO - Epoch [44][520/2640] lr: 1.000e-04, eta: 4:08:54, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9328, loss_cls: 0.8647, loss: 0.8647, grad_norm: 11.8760 2020-10-12 01:04:00,036 - mmaction - INFO - Epoch [44][540/2640] lr: 1.000e-04, eta: 4:08:37, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9313, loss_cls: 0.8781, loss: 0.8781, grad_norm: 11.4038 2020-10-12 01:04:16,659 - mmaction - INFO - Epoch [44][560/2640] lr: 1.000e-04, eta: 4:08:21, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8430, loss: 0.8430, grad_norm: 11.6691 2020-10-12 01:04:33,398 - mmaction - INFO - Epoch [44][580/2640] lr: 1.000e-04, eta: 4:08:04, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9367, loss_cls: 0.8230, loss: 0.8230, grad_norm: 11.2632 2020-10-12 01:04:50,029 - mmaction - INFO - Epoch [44][600/2640] lr: 1.000e-04, eta: 4:07:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9258, loss_cls: 0.8801, loss: 0.8801, grad_norm: 11.9180 2020-10-12 01:05:06,597 - mmaction - INFO - Epoch [44][620/2640] lr: 1.000e-04, eta: 4:07:31, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9391, loss_cls: 0.8495, loss: 0.8495, grad_norm: 11.8155 2020-10-12 01:05:23,187 - mmaction - INFO - Epoch [44][640/2640] lr: 1.000e-04, eta: 4:07:14, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9227, loss_cls: 0.9369, loss: 0.9369, grad_norm: 12.5186 2020-10-12 01:05:39,776 - mmaction - INFO - Epoch [44][660/2640] lr: 1.000e-04, eta: 4:06:57, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9187, loss_cls: 0.9350, loss: 0.9350, grad_norm: 12.1269 2020-10-12 01:05:56,138 - mmaction - INFO - Epoch [44][680/2640] lr: 1.000e-04, eta: 4:06:41, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8411, loss: 0.8411, grad_norm: 11.4131 2020-10-12 01:06:12,755 - mmaction - INFO - Epoch [44][700/2640] lr: 1.000e-04, eta: 4:06:24, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9242, loss_cls: 0.8856, loss: 0.8856, grad_norm: 12.1440 2020-10-12 01:06:29,347 - mmaction - INFO - Epoch [44][720/2640] lr: 1.000e-04, eta: 4:06:07, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9187, loss_cls: 0.9076, loss: 0.9076, grad_norm: 11.8861 2020-10-12 01:06:45,938 - mmaction - INFO - Epoch [44][740/2640] lr: 1.000e-04, eta: 4:05:51, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9320, loss_cls: 0.8568, loss: 0.8568, grad_norm: 12.1436 2020-10-12 01:07:02,499 - mmaction - INFO - Epoch [44][760/2640] lr: 1.000e-04, eta: 4:05:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9273, loss_cls: 0.8893, loss: 0.8893, grad_norm: 12.2467 2020-10-12 01:07:19,160 - mmaction - INFO - Epoch [44][780/2640] lr: 1.000e-04, eta: 4:05:18, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9398, loss_cls: 0.8571, loss: 0.8571, grad_norm: 11.8134 2020-10-12 01:07:35,717 - mmaction - INFO - Epoch [44][800/2640] lr: 1.000e-04, eta: 4:05:01, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9352, loss_cls: 0.8371, loss: 0.8371, grad_norm: 11.6658 2020-10-12 01:07:52,303 - mmaction - INFO - Epoch [44][820/2640] lr: 1.000e-04, eta: 4:04:44, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9281, loss_cls: 0.8998, loss: 0.8998, grad_norm: 12.2196 2020-10-12 01:08:08,921 - mmaction - INFO - Epoch [44][840/2640] lr: 1.000e-04, eta: 4:04:28, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9305, loss_cls: 0.8215, loss: 0.8215, grad_norm: 11.4286 2020-10-12 01:08:25,463 - mmaction - INFO - Epoch [44][860/2640] lr: 1.000e-04, eta: 4:04:11, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8656, loss: 0.8656, grad_norm: 11.6188 2020-10-12 01:08:42,076 - mmaction - INFO - Epoch [44][880/2640] lr: 1.000e-04, eta: 4:03:54, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9289, loss_cls: 0.9100, loss: 0.9100, grad_norm: 12.1613 2020-10-12 01:08:58,650 - mmaction - INFO - Epoch [44][900/2640] lr: 1.000e-04, eta: 4:03:38, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9094, loss_cls: 0.9079, loss: 0.9079, grad_norm: 11.7720 2020-10-12 01:09:15,280 - mmaction - INFO - Epoch [44][920/2640] lr: 1.000e-04, eta: 4:03:21, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.9248, loss: 0.9248, grad_norm: 11.9607 2020-10-12 01:09:31,807 - mmaction - INFO - Epoch [44][940/2640] lr: 1.000e-04, eta: 4:03:04, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.8863, loss: 0.8863, grad_norm: 12.0313 2020-10-12 01:09:48,473 - mmaction - INFO - Epoch [44][960/2640] lr: 1.000e-04, eta: 4:02:48, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9273, loss_cls: 0.8570, loss: 0.8570, grad_norm: 11.6365 2020-10-12 01:10:05,170 - mmaction - INFO - Epoch [44][980/2640] lr: 1.000e-04, eta: 4:02:31, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7430, top5_acc: 0.9219, loss_cls: 0.9156, loss: 0.9156, grad_norm: 11.8700 2020-10-12 01:10:21,605 - mmaction - INFO - Epoch [44][1000/2640] lr: 1.000e-04, eta: 4:02:15, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9211, loss_cls: 0.8647, loss: 0.8647, grad_norm: 11.6235 2020-10-12 01:10:38,191 - mmaction - INFO - Epoch [44][1020/2640] lr: 1.000e-04, eta: 4:01:58, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9344, loss_cls: 0.8544, loss: 0.8544, grad_norm: 11.9642 2020-10-12 01:10:54,606 - mmaction - INFO - Epoch [44][1040/2640] lr: 1.000e-04, eta: 4:01:41, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9102, loss_cls: 0.9231, loss: 0.9231, grad_norm: 11.9161 2020-10-12 01:11:11,229 - mmaction - INFO - Epoch [44][1060/2640] lr: 1.000e-04, eta: 4:01:25, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8880, loss: 0.8880, grad_norm: 11.9186 2020-10-12 01:11:27,729 - mmaction - INFO - Epoch [44][1080/2640] lr: 1.000e-04, eta: 4:01:08, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9146, loss: 0.9146, grad_norm: 11.9764 2020-10-12 01:11:44,366 - mmaction - INFO - Epoch [44][1100/2640] lr: 1.000e-04, eta: 4:00:51, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9281, loss_cls: 0.8274, loss: 0.8274, grad_norm: 11.6870 2020-10-12 01:12:01,069 - mmaction - INFO - Epoch [44][1120/2640] lr: 1.000e-04, eta: 4:00:35, time: 0.835, data_time: 0.002, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9279, loss: 0.9279, grad_norm: 12.2305 2020-10-12 01:12:17,527 - mmaction - INFO - Epoch [44][1140/2640] lr: 1.000e-04, eta: 4:00:18, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9172, loss_cls: 0.8702, loss: 0.8702, grad_norm: 11.8984 2020-10-12 01:12:34,214 - mmaction - INFO - Epoch [44][1160/2640] lr: 1.000e-04, eta: 4:00:01, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9391, loss_cls: 0.8101, loss: 0.8101, grad_norm: 11.2211 2020-10-12 01:12:50,687 - mmaction - INFO - Epoch [44][1180/2640] lr: 1.000e-04, eta: 3:59:45, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9398, loss_cls: 0.8426, loss: 0.8426, grad_norm: 11.6078 2020-10-12 01:13:07,337 - mmaction - INFO - Epoch [44][1200/2640] lr: 1.000e-04, eta: 3:59:28, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9141, loss_cls: 0.9686, loss: 0.9686, grad_norm: 12.7515 2020-10-12 01:13:23,880 - mmaction - INFO - Epoch [44][1220/2640] lr: 1.000e-04, eta: 3:59:11, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8533, loss: 0.8533, grad_norm: 11.8498 2020-10-12 01:13:40,609 - mmaction - INFO - Epoch [44][1240/2640] lr: 1.000e-04, eta: 3:58:55, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9273, loss_cls: 0.8676, loss: 0.8676, grad_norm: 11.8269 2020-10-12 01:13:57,036 - mmaction - INFO - Epoch [44][1260/2640] lr: 1.000e-04, eta: 3:58:38, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9219, loss_cls: 0.8609, loss: 0.8609, grad_norm: 11.7557 2020-10-12 01:14:13,695 - mmaction - INFO - Epoch [44][1280/2640] lr: 1.000e-04, eta: 3:58:22, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9305, loss_cls: 0.8139, loss: 0.8139, grad_norm: 11.7564 2020-10-12 01:14:30,221 - mmaction - INFO - Epoch [44][1300/2640] lr: 1.000e-04, eta: 3:58:05, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9313, loss_cls: 0.8835, loss: 0.8835, grad_norm: 12.2127 2020-10-12 01:14:46,835 - mmaction - INFO - Epoch [44][1320/2640] lr: 1.000e-04, eta: 3:57:48, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9242, loss_cls: 0.8529, loss: 0.8529, grad_norm: 11.5953 2020-10-12 01:15:03,555 - mmaction - INFO - Epoch [44][1340/2640] lr: 1.000e-04, eta: 3:57:32, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9219, loss_cls: 0.9184, loss: 0.9184, grad_norm: 12.3774 2020-10-12 01:15:20,015 - mmaction - INFO - Epoch [44][1360/2640] lr: 1.000e-04, eta: 3:57:15, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9305, loss_cls: 0.8533, loss: 0.8533, grad_norm: 11.9986 2020-10-12 01:15:36,772 - mmaction - INFO - Epoch [44][1380/2640] lr: 1.000e-04, eta: 3:56:58, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9182, loss: 0.9182, grad_norm: 11.8957 2020-10-12 01:15:53,357 - mmaction - INFO - Epoch [44][1400/2640] lr: 1.000e-04, eta: 3:56:42, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9305, loss_cls: 0.8315, loss: 0.8315, grad_norm: 11.8145 2020-10-12 01:16:10,035 - mmaction - INFO - Epoch [44][1420/2640] lr: 1.000e-04, eta: 3:56:25, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9117, loss_cls: 0.9523, loss: 0.9523, grad_norm: 12.3842 2020-10-12 01:16:26,577 - mmaction - INFO - Epoch [44][1440/2640] lr: 1.000e-04, eta: 3:56:09, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.8633, loss: 0.8633, grad_norm: 11.3849 2020-10-12 01:16:43,331 - mmaction - INFO - Epoch [44][1460/2640] lr: 1.000e-04, eta: 3:55:52, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8652, loss: 0.8652, grad_norm: 12.3358 2020-10-12 01:16:59,915 - mmaction - INFO - Epoch [44][1480/2640] lr: 1.000e-04, eta: 3:55:35, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9375, loss_cls: 0.8211, loss: 0.8211, grad_norm: 11.4773 2020-10-12 01:17:16,384 - mmaction - INFO - Epoch [44][1500/2640] lr: 1.000e-04, eta: 3:55:19, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9148, loss_cls: 0.9546, loss: 0.9546, grad_norm: 12.4489 2020-10-12 01:17:32,931 - mmaction - INFO - Epoch [44][1520/2640] lr: 1.000e-04, eta: 3:55:02, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 0.9226, loss: 0.9226, grad_norm: 12.2985 2020-10-12 01:17:49,532 - mmaction - INFO - Epoch [44][1540/2640] lr: 1.000e-04, eta: 3:54:45, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9242, loss_cls: 0.9074, loss: 0.9074, grad_norm: 12.5286 2020-10-12 01:18:06,071 - mmaction - INFO - Epoch [44][1560/2640] lr: 1.000e-04, eta: 3:54:29, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9102, loss_cls: 0.9187, loss: 0.9187, grad_norm: 12.2175 2020-10-12 01:18:22,509 - mmaction - INFO - Epoch [44][1580/2640] lr: 1.000e-04, eta: 3:54:12, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9297, loss_cls: 0.8164, loss: 0.8164, grad_norm: 11.5213 2020-10-12 01:18:39,295 - mmaction - INFO - Epoch [44][1600/2640] lr: 1.000e-04, eta: 3:53:55, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9187, loss_cls: 0.9158, loss: 0.9158, grad_norm: 11.9124 2020-10-12 01:18:55,652 - mmaction - INFO - Epoch [44][1620/2640] lr: 1.000e-04, eta: 3:53:39, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9352, loss_cls: 0.8678, loss: 0.8678, grad_norm: 12.0360 2020-10-12 01:19:12,076 - mmaction - INFO - Epoch [44][1640/2640] lr: 1.000e-04, eta: 3:53:22, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9117, loss_cls: 0.8951, loss: 0.8951, grad_norm: 11.4505 2020-10-12 01:19:28,640 - mmaction - INFO - Epoch [44][1660/2640] lr: 1.000e-04, eta: 3:53:05, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8656, loss: 0.8656, grad_norm: 12.0818 2020-10-12 01:19:45,259 - mmaction - INFO - Epoch [44][1680/2640] lr: 1.000e-04, eta: 3:52:49, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9336, loss_cls: 0.8764, loss: 0.8764, grad_norm: 12.3079 2020-10-12 01:20:01,813 - mmaction - INFO - Epoch [44][1700/2640] lr: 1.000e-04, eta: 3:52:32, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9180, loss_cls: 0.8569, loss: 0.8569, grad_norm: 11.5720 2020-10-12 01:20:18,444 - mmaction - INFO - Epoch [44][1720/2640] lr: 1.000e-04, eta: 3:52:16, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9258, loss_cls: 0.8770, loss: 0.8770, grad_norm: 11.6403 2020-10-12 01:20:35,094 - mmaction - INFO - Epoch [44][1740/2640] lr: 1.000e-04, eta: 3:51:59, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.7937, loss: 0.7937, grad_norm: 11.2821 2020-10-12 01:20:51,625 - mmaction - INFO - Epoch [44][1760/2640] lr: 1.000e-04, eta: 3:51:42, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9297, loss_cls: 0.8675, loss: 0.8675, grad_norm: 11.6011 2020-10-12 01:21:08,217 - mmaction - INFO - Epoch [44][1780/2640] lr: 1.000e-04, eta: 3:51:26, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9313, loss_cls: 0.7913, loss: 0.7913, grad_norm: 11.4230 2020-10-12 01:21:24,771 - mmaction - INFO - Epoch [44][1800/2640] lr: 1.000e-04, eta: 3:51:09, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9336, loss_cls: 0.7946, loss: 0.7946, grad_norm: 11.0898 2020-10-12 01:21:41,362 - mmaction - INFO - Epoch [44][1820/2640] lr: 1.000e-04, eta: 3:50:52, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.8895, loss: 0.8895, grad_norm: 12.1250 2020-10-12 01:21:57,888 - mmaction - INFO - Epoch [44][1840/2640] lr: 1.000e-04, eta: 3:50:36, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9344, loss_cls: 0.8056, loss: 0.8056, grad_norm: 11.4486 2020-10-12 01:22:14,475 - mmaction - INFO - Epoch [44][1860/2640] lr: 1.000e-04, eta: 3:50:19, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9211, loss_cls: 0.9141, loss: 0.9141, grad_norm: 12.3670 2020-10-12 01:22:30,919 - mmaction - INFO - Epoch [44][1880/2640] lr: 1.000e-04, eta: 3:50:02, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9227, loss_cls: 0.8705, loss: 0.8705, grad_norm: 12.2713 2020-10-12 01:22:47,558 - mmaction - INFO - Epoch [44][1900/2640] lr: 1.000e-04, eta: 3:49:46, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9211, loss_cls: 0.8629, loss: 0.8629, grad_norm: 11.9613 2020-10-12 01:23:04,110 - mmaction - INFO - Epoch [44][1920/2640] lr: 1.000e-04, eta: 3:49:29, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9281, loss_cls: 0.9045, loss: 0.9045, grad_norm: 12.3812 2020-10-12 01:23:20,920 - mmaction - INFO - Epoch [44][1940/2640] lr: 1.000e-04, eta: 3:49:13, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9250, loss_cls: 0.8583, loss: 0.8583, grad_norm: 12.0127 2020-10-12 01:23:37,470 - mmaction - INFO - Epoch [44][1960/2640] lr: 1.000e-04, eta: 3:48:56, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9266, loss_cls: 0.9013, loss: 0.9013, grad_norm: 11.7554 2020-10-12 01:23:53,903 - mmaction - INFO - Epoch [44][1980/2640] lr: 1.000e-04, eta: 3:48:39, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9320, loss_cls: 0.8395, loss: 0.8395, grad_norm: 11.8608 2020-10-12 01:24:10,480 - mmaction - INFO - Epoch [44][2000/2640] lr: 1.000e-04, eta: 3:48:23, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9219, loss_cls: 0.8917, loss: 0.8917, grad_norm: 11.9153 2020-10-12 01:24:27,055 - mmaction - INFO - Epoch [44][2020/2640] lr: 1.000e-04, eta: 3:48:06, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9297, loss_cls: 0.8596, loss: 0.8596, grad_norm: 11.7027 2020-10-12 01:24:43,632 - mmaction - INFO - Epoch [44][2040/2640] lr: 1.000e-04, eta: 3:47:49, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.8799, loss: 0.8799, grad_norm: 11.8368 2020-10-12 01:25:00,221 - mmaction - INFO - Epoch [44][2060/2640] lr: 1.000e-04, eta: 3:47:33, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9234, loss_cls: 0.8760, loss: 0.8760, grad_norm: 11.4916 2020-10-12 01:25:16,838 - mmaction - INFO - Epoch [44][2080/2640] lr: 1.000e-04, eta: 3:47:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9250, loss_cls: 0.9123, loss: 0.9123, grad_norm: 11.7518 2020-10-12 01:25:33,442 - mmaction - INFO - Epoch [44][2100/2640] lr: 1.000e-04, eta: 3:46:59, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.8715, loss: 0.8715, grad_norm: 11.8081 2020-10-12 01:25:50,254 - mmaction - INFO - Epoch [44][2120/2640] lr: 1.000e-04, eta: 3:46:43, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9219, loss_cls: 0.8611, loss: 0.8611, grad_norm: 11.7375 2020-10-12 01:26:06,757 - mmaction - INFO - Epoch [44][2140/2640] lr: 1.000e-04, eta: 3:46:26, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9141, loss_cls: 0.9207, loss: 0.9207, grad_norm: 12.6187 2020-10-12 01:26:23,208 - mmaction - INFO - Epoch [44][2160/2640] lr: 1.000e-04, eta: 3:46:10, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9187, loss_cls: 0.9004, loss: 0.9004, grad_norm: 12.3075 2020-10-12 01:26:39,733 - mmaction - INFO - Epoch [44][2180/2640] lr: 1.000e-04, eta: 3:45:53, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9320, loss_cls: 0.8792, loss: 0.8792, grad_norm: 11.7265 2020-10-12 01:26:56,146 - mmaction - INFO - Epoch [44][2200/2640] lr: 1.000e-04, eta: 3:45:36, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9109, loss_cls: 0.9038, loss: 0.9038, grad_norm: 12.3547 2020-10-12 01:27:12,920 - mmaction - INFO - Epoch [44][2220/2640] lr: 1.000e-04, eta: 3:45:20, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9328, loss_cls: 0.8779, loss: 0.8779, grad_norm: 11.9695 2020-10-12 01:27:29,320 - mmaction - INFO - Epoch [44][2240/2640] lr: 1.000e-04, eta: 3:45:03, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9172, loss_cls: 0.9148, loss: 0.9148, grad_norm: 11.7737 2020-10-12 01:27:45,962 - mmaction - INFO - Epoch [44][2260/2640] lr: 1.000e-04, eta: 3:44:46, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9156, loss_cls: 0.8761, loss: 0.8761, grad_norm: 12.1335 2020-10-12 01:28:02,515 - mmaction - INFO - Epoch [44][2280/2640] lr: 1.000e-04, eta: 3:44:30, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9203, loss_cls: 0.8868, loss: 0.8868, grad_norm: 12.0067 2020-10-12 01:28:19,132 - mmaction - INFO - Epoch [44][2300/2640] lr: 1.000e-04, eta: 3:44:13, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9006, loss: 0.9006, grad_norm: 12.4278 2020-10-12 01:28:35,706 - mmaction - INFO - Epoch [44][2320/2640] lr: 1.000e-04, eta: 3:43:56, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9172, loss_cls: 0.9393, loss: 0.9393, grad_norm: 12.1235 2020-10-12 01:28:52,059 - mmaction - INFO - Epoch [44][2340/2640] lr: 1.000e-04, eta: 3:43:40, time: 0.817, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8977, loss: 0.8977, grad_norm: 12.2171 2020-10-12 01:29:08,692 - mmaction - INFO - Epoch [44][2360/2640] lr: 1.000e-04, eta: 3:43:23, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0220, loss: 1.0220, grad_norm: 12.7609 2020-10-12 01:29:25,236 - mmaction - INFO - Epoch [44][2380/2640] lr: 1.000e-04, eta: 3:43:06, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.9039, loss: 0.9039, grad_norm: 12.3361 2020-10-12 01:29:41,754 - mmaction - INFO - Epoch [44][2400/2640] lr: 1.000e-04, eta: 3:42:50, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.8726, loss: 0.8726, grad_norm: 12.1430 2020-10-12 01:29:58,221 - mmaction - INFO - Epoch [44][2420/2640] lr: 1.000e-04, eta: 3:42:33, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9344, loss_cls: 0.8443, loss: 0.8443, grad_norm: 12.2275 2020-10-12 01:30:14,836 - mmaction - INFO - Epoch [44][2440/2640] lr: 1.000e-04, eta: 3:42:17, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9211, loss_cls: 0.8854, loss: 0.8854, grad_norm: 11.8754 2020-10-12 01:30:31,373 - mmaction - INFO - Epoch [44][2460/2640] lr: 1.000e-04, eta: 3:42:00, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9383, loss_cls: 0.7993, loss: 0.7993, grad_norm: 11.1252 2020-10-12 01:30:47,841 - mmaction - INFO - Epoch [44][2480/2640] lr: 1.000e-04, eta: 3:41:43, time: 0.822, data_time: 0.005, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9141, loss_cls: 0.9282, loss: 0.9282, grad_norm: 12.1896 2020-10-12 01:31:04,588 - mmaction - INFO - Epoch [44][2500/2640] lr: 1.000e-04, eta: 3:41:27, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8413, loss: 0.8413, grad_norm: 12.4034 2020-10-12 01:31:21,181 - mmaction - INFO - Epoch [44][2520/2640] lr: 1.000e-04, eta: 3:41:10, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9242, loss_cls: 0.8803, loss: 0.8803, grad_norm: 12.1154 2020-10-12 01:31:37,774 - mmaction - INFO - Epoch [44][2540/2640] lr: 1.000e-04, eta: 3:40:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.8340, loss: 0.8340, grad_norm: 11.8061 2020-10-12 01:31:54,333 - mmaction - INFO - Epoch [44][2560/2640] lr: 1.000e-04, eta: 3:40:37, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7422, top5_acc: 0.9141, loss_cls: 0.9540, loss: 0.9540, grad_norm: 12.6638 2020-10-12 01:32:10,819 - mmaction - INFO - Epoch [44][2580/2640] lr: 1.000e-04, eta: 3:40:20, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9086, loss_cls: 0.9444, loss: 0.9444, grad_norm: 12.1482 2020-10-12 01:32:27,344 - mmaction - INFO - Epoch [44][2600/2640] lr: 1.000e-04, eta: 3:40:03, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9297, loss_cls: 0.8732, loss: 0.8732, grad_norm: 11.7151 2020-10-12 01:32:43,895 - mmaction - INFO - Epoch [44][2620/2640] lr: 1.000e-04, eta: 3:39:47, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9258, loss_cls: 0.8968, loss: 0.8968, grad_norm: 12.3322 2020-10-12 01:32:59,882 - mmaction - INFO - Epoch [44][2640/2640] lr: 1.000e-04, eta: 3:39:30, time: 0.799, data_time: 0.003, memory: 9800, top1_acc: 0.7524, top5_acc: 0.9202, loss_cls: 0.9279, loss: 0.9279, grad_norm: 12.3811 2020-10-12 01:33:00,288 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-10-12 01:33:30,186 - mmaction - INFO - Epoch [45][20/2640] lr: 1.000e-04, eta: 3:39:15, time: 1.437, data_time: 0.586, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.8915, loss: 0.8915, grad_norm: 12.0207 2020-10-12 01:33:46,559 - mmaction - INFO - Epoch [45][40/2640] lr: 1.000e-04, eta: 3:38:58, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9211, loss_cls: 0.8637, loss: 0.8637, grad_norm: 11.7137 2020-10-12 01:34:03,180 - mmaction - INFO - Epoch [45][60/2640] lr: 1.000e-04, eta: 3:38:42, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.9233, loss: 0.9233, grad_norm: 12.2899 2020-10-12 01:34:19,750 - mmaction - INFO - Epoch [45][80/2640] lr: 1.000e-04, eta: 3:38:25, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9313, loss_cls: 0.8666, loss: 0.8666, grad_norm: 11.9244 2020-10-12 01:34:36,337 - mmaction - INFO - Epoch [45][100/2640] lr: 1.000e-04, eta: 3:38:09, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.9032, loss: 0.9032, grad_norm: 11.9173 2020-10-12 01:34:52,707 - mmaction - INFO - Epoch [45][120/2640] lr: 1.000e-04, eta: 3:37:52, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.9625, loss: 0.9625, grad_norm: 12.2935 2020-10-12 01:35:09,304 - mmaction - INFO - Epoch [45][140/2640] lr: 1.000e-04, eta: 3:37:35, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9203, loss_cls: 0.8879, loss: 0.8879, grad_norm: 11.7659 2020-10-12 01:35:25,698 - mmaction - INFO - Epoch [45][160/2640] lr: 1.000e-04, eta: 3:37:19, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9250, loss_cls: 0.8217, loss: 0.8217, grad_norm: 11.3532 2020-10-12 01:35:42,502 - mmaction - INFO - Epoch [45][180/2640] lr: 1.000e-04, eta: 3:37:02, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.8583, loss: 0.8583, grad_norm: 11.8765 2020-10-12 01:35:58,904 - mmaction - INFO - Epoch [45][200/2640] lr: 1.000e-04, eta: 3:36:45, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9242, loss_cls: 0.8770, loss: 0.8770, grad_norm: 12.1138 2020-10-12 01:36:15,512 - mmaction - INFO - Epoch [45][220/2640] lr: 1.000e-04, eta: 3:36:29, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9336, loss_cls: 0.7913, loss: 0.7913, grad_norm: 11.5053 2020-10-12 01:36:32,091 - mmaction - INFO - Epoch [45][240/2640] lr: 1.000e-04, eta: 3:36:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8897, loss: 0.8897, grad_norm: 11.6444 2020-10-12 01:36:48,714 - mmaction - INFO - Epoch [45][260/2640] lr: 1.000e-04, eta: 3:35:55, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7453, top5_acc: 0.9187, loss_cls: 0.9271, loss: 0.9271, grad_norm: 11.9507 2020-10-12 01:37:05,254 - mmaction - INFO - Epoch [45][280/2640] lr: 1.000e-04, eta: 3:35:39, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9273, loss_cls: 0.8773, loss: 0.8773, grad_norm: 12.0574 2020-10-12 01:37:21,928 - mmaction - INFO - Epoch [45][300/2640] lr: 1.000e-04, eta: 3:35:22, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8639, loss: 0.8639, grad_norm: 11.4109 2020-10-12 01:37:38,456 - mmaction - INFO - Epoch [45][320/2640] lr: 1.000e-04, eta: 3:35:05, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9242, loss_cls: 0.9343, loss: 0.9343, grad_norm: 12.3289 2020-10-12 01:37:55,003 - mmaction - INFO - Epoch [45][340/2640] lr: 1.000e-04, eta: 3:34:49, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9258, loss_cls: 0.8460, loss: 0.8460, grad_norm: 11.8478 2020-10-12 01:38:11,646 - mmaction - INFO - Epoch [45][360/2640] lr: 1.000e-04, eta: 3:34:32, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8289, loss: 0.8289, grad_norm: 11.5271 2020-10-12 01:38:28,197 - mmaction - INFO - Epoch [45][380/2640] lr: 1.000e-04, eta: 3:34:16, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9242, loss_cls: 0.8836, loss: 0.8836, grad_norm: 11.8889 2020-10-12 01:38:44,773 - mmaction - INFO - Epoch [45][400/2640] lr: 1.000e-04, eta: 3:33:59, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9258, loss_cls: 0.8495, loss: 0.8495, grad_norm: 11.7224 2020-10-12 01:39:01,173 - mmaction - INFO - Epoch [45][420/2640] lr: 1.000e-04, eta: 3:33:42, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9219, loss_cls: 0.9026, loss: 0.9026, grad_norm: 12.3647 2020-10-12 01:39:17,762 - mmaction - INFO - Epoch [45][440/2640] lr: 1.000e-04, eta: 3:33:26, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8589, loss: 0.8589, grad_norm: 12.1328 2020-10-12 01:39:34,393 - mmaction - INFO - Epoch [45][460/2640] lr: 1.000e-04, eta: 3:33:09, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9336, loss_cls: 0.9060, loss: 0.9060, grad_norm: 12.3034 2020-10-12 01:39:50,942 - mmaction - INFO - Epoch [45][480/2640] lr: 1.000e-04, eta: 3:32:52, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9320, loss_cls: 0.9057, loss: 0.9057, grad_norm: 12.5276 2020-10-12 01:40:07,519 - mmaction - INFO - Epoch [45][500/2640] lr: 1.000e-04, eta: 3:32:36, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8511, loss: 0.8511, grad_norm: 12.1373 2020-10-12 01:40:23,998 - mmaction - INFO - Epoch [45][520/2640] lr: 1.000e-04, eta: 3:32:19, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.9145, loss: 0.9145, grad_norm: 12.2582 2020-10-12 01:40:40,527 - mmaction - INFO - Epoch [45][540/2640] lr: 1.000e-04, eta: 3:32:02, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8881, loss: 0.8881, grad_norm: 12.3651 2020-10-12 01:40:56,902 - mmaction - INFO - Epoch [45][560/2640] lr: 1.000e-04, eta: 3:31:46, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8792, loss: 0.8792, grad_norm: 11.9814 2020-10-12 01:41:13,732 - mmaction - INFO - Epoch [45][580/2640] lr: 1.000e-04, eta: 3:31:29, time: 0.842, data_time: 0.005, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.7977, loss: 0.7977, grad_norm: 11.2882 2020-10-12 01:41:30,272 - mmaction - INFO - Epoch [45][600/2640] lr: 1.000e-04, eta: 3:31:12, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9352, loss_cls: 0.8352, loss: 0.8352, grad_norm: 11.7133 2020-10-12 01:41:46,982 - mmaction - INFO - Epoch [45][620/2640] lr: 1.000e-04, eta: 3:30:56, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9258, loss_cls: 0.8387, loss: 0.8387, grad_norm: 11.9121 2020-10-12 01:42:03,442 - mmaction - INFO - Epoch [45][640/2640] lr: 1.000e-04, eta: 3:30:39, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9195, loss_cls: 0.9003, loss: 0.9003, grad_norm: 12.4430 2020-10-12 01:42:20,064 - mmaction - INFO - Epoch [45][660/2640] lr: 1.000e-04, eta: 3:30:23, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9273, loss_cls: 0.8817, loss: 0.8817, grad_norm: 12.3209 2020-10-12 01:42:36,649 - mmaction - INFO - Epoch [45][680/2640] lr: 1.000e-04, eta: 3:30:06, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9474, loss: 0.9474, grad_norm: 12.9618 2020-10-12 01:42:53,223 - mmaction - INFO - Epoch [45][700/2640] lr: 1.000e-04, eta: 3:29:49, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9297, loss_cls: 0.8625, loss: 0.8625, grad_norm: 12.0636 2020-10-12 01:43:09,827 - mmaction - INFO - Epoch [45][720/2640] lr: 1.000e-04, eta: 3:29:33, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9320, loss_cls: 0.8759, loss: 0.8759, grad_norm: 12.0228 2020-10-12 01:43:26,383 - mmaction - INFO - Epoch [45][740/2640] lr: 1.000e-04, eta: 3:29:16, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9367, loss_cls: 0.8056, loss: 0.8056, grad_norm: 11.7377 2020-10-12 01:43:43,008 - mmaction - INFO - Epoch [45][760/2640] lr: 1.000e-04, eta: 3:28:59, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9336, loss_cls: 0.8386, loss: 0.8386, grad_norm: 12.2466 2020-10-12 01:43:59,358 - mmaction - INFO - Epoch [45][780/2640] lr: 1.000e-04, eta: 3:28:43, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9320, loss_cls: 0.8395, loss: 0.8395, grad_norm: 12.0153 2020-10-12 01:44:15,967 - mmaction - INFO - Epoch [45][800/2640] lr: 1.000e-04, eta: 3:28:26, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9352, loss_cls: 0.8334, loss: 0.8334, grad_norm: 11.9683 2020-10-12 01:44:32,541 - mmaction - INFO - Epoch [45][820/2640] lr: 1.000e-04, eta: 3:28:09, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9258, loss_cls: 0.8973, loss: 0.8973, grad_norm: 12.2955 2020-10-12 01:44:49,170 - mmaction - INFO - Epoch [45][840/2640] lr: 1.000e-04, eta: 3:27:53, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.8896, loss: 0.8896, grad_norm: 12.2864 2020-10-12 01:45:05,855 - mmaction - INFO - Epoch [45][860/2640] lr: 1.000e-04, eta: 3:27:36, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8553, loss: 0.8553, grad_norm: 11.9295 2020-10-12 01:45:22,325 - mmaction - INFO - Epoch [45][880/2640] lr: 1.000e-04, eta: 3:27:20, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8784, loss: 0.8784, grad_norm: 12.3342 2020-10-12 01:45:38,904 - mmaction - INFO - Epoch [45][900/2640] lr: 1.000e-04, eta: 3:27:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9211, loss_cls: 0.8891, loss: 0.8891, grad_norm: 12.0123 2020-10-12 01:45:55,502 - mmaction - INFO - Epoch [45][920/2640] lr: 1.000e-04, eta: 3:26:46, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9227, loss_cls: 0.8726, loss: 0.8726, grad_norm: 12.0221 2020-10-12 01:46:12,101 - mmaction - INFO - Epoch [45][940/2640] lr: 1.000e-04, eta: 3:26:30, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8591, loss: 0.8591, grad_norm: 11.9160 2020-10-12 01:46:28,667 - mmaction - INFO - Epoch [45][960/2640] lr: 1.000e-04, eta: 3:26:13, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7898, top5_acc: 0.9445, loss_cls: 0.7700, loss: 0.7700, grad_norm: 11.0840 2020-10-12 01:46:45,441 - mmaction - INFO - Epoch [45][980/2640] lr: 1.000e-04, eta: 3:25:56, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8559, loss: 0.8559, grad_norm: 11.5955 2020-10-12 01:47:01,830 - mmaction - INFO - Epoch [45][1000/2640] lr: 1.000e-04, eta: 3:25:40, time: 0.822, data_time: 0.007, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9227, loss_cls: 0.8742, loss: 0.8742, grad_norm: 11.6557 2020-10-12 01:47:18,505 - mmaction - INFO - Epoch [45][1020/2640] lr: 1.000e-04, eta: 3:25:23, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.8888, loss: 0.8888, grad_norm: 12.4222 2020-10-12 01:47:35,059 - mmaction - INFO - Epoch [45][1040/2640] lr: 1.000e-04, eta: 3:25:06, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.8513, loss: 0.8513, grad_norm: 11.6303 2020-10-12 01:47:51,608 - mmaction - INFO - Epoch [45][1060/2640] lr: 1.000e-04, eta: 3:24:50, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8469, loss: 0.8469, grad_norm: 11.5094 2020-10-12 01:48:08,230 - mmaction - INFO - Epoch [45][1080/2640] lr: 1.000e-04, eta: 3:24:33, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8491, loss: 0.8491, grad_norm: 11.4476 2020-10-12 01:48:24,798 - mmaction - INFO - Epoch [45][1100/2640] lr: 1.000e-04, eta: 3:24:17, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8757, loss: 0.8757, grad_norm: 12.0329 2020-10-12 01:48:41,431 - mmaction - INFO - Epoch [45][1120/2640] lr: 1.000e-04, eta: 3:24:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9320, loss_cls: 0.8712, loss: 0.8712, grad_norm: 12.0323 2020-10-12 01:48:57,978 - mmaction - INFO - Epoch [45][1140/2640] lr: 1.000e-04, eta: 3:23:43, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9320, loss_cls: 0.8314, loss: 0.8314, grad_norm: 12.0393 2020-10-12 01:49:14,623 - mmaction - INFO - Epoch [45][1160/2640] lr: 1.000e-04, eta: 3:23:27, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9266, loss_cls: 0.8800, loss: 0.8800, grad_norm: 12.2076 2020-10-12 01:49:31,163 - mmaction - INFO - Epoch [45][1180/2640] lr: 1.000e-04, eta: 3:23:10, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9078, loss_cls: 0.9331, loss: 0.9331, grad_norm: 12.4800 2020-10-12 01:49:47,814 - mmaction - INFO - Epoch [45][1200/2640] lr: 1.000e-04, eta: 3:22:53, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9234, loss_cls: 0.8852, loss: 0.8852, grad_norm: 12.2928 2020-10-12 01:50:04,468 - mmaction - INFO - Epoch [45][1220/2640] lr: 1.000e-04, eta: 3:22:37, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9273, loss_cls: 0.8959, loss: 0.8959, grad_norm: 12.2844 2020-10-12 01:50:20,954 - mmaction - INFO - Epoch [45][1240/2640] lr: 1.000e-04, eta: 3:22:20, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9258, loss_cls: 0.9070, loss: 0.9070, grad_norm: 12.3986 2020-10-12 01:50:37,547 - mmaction - INFO - Epoch [45][1260/2640] lr: 1.000e-04, eta: 3:22:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9195, loss_cls: 0.9101, loss: 0.9101, grad_norm: 12.2785 2020-10-12 01:50:53,928 - mmaction - INFO - Epoch [45][1280/2640] lr: 1.000e-04, eta: 3:21:47, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.7975, loss: 0.7975, grad_norm: 11.8243 2020-10-12 01:51:10,573 - mmaction - INFO - Epoch [45][1300/2640] lr: 1.000e-04, eta: 3:21:30, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9352, loss_cls: 0.8229, loss: 0.8229, grad_norm: 11.7404 2020-10-12 01:51:27,188 - mmaction - INFO - Epoch [45][1320/2640] lr: 1.000e-04, eta: 3:21:14, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9195, loss_cls: 0.8842, loss: 0.8842, grad_norm: 11.9856 2020-10-12 01:51:43,710 - mmaction - INFO - Epoch [45][1340/2640] lr: 1.000e-04, eta: 3:20:57, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9164, loss_cls: 0.9074, loss: 0.9074, grad_norm: 12.1664 2020-10-12 01:52:00,236 - mmaction - INFO - Epoch [45][1360/2640] lr: 1.000e-04, eta: 3:20:40, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9391, loss_cls: 0.8633, loss: 0.8633, grad_norm: 11.9480 2020-10-12 01:52:16,706 - mmaction - INFO - Epoch [45][1380/2640] lr: 1.000e-04, eta: 3:20:24, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9336, loss_cls: 0.8876, loss: 0.8876, grad_norm: 12.1010 2020-10-12 01:52:33,451 - mmaction - INFO - Epoch [45][1400/2640] lr: 1.000e-04, eta: 3:20:07, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9281, loss_cls: 0.8285, loss: 0.8285, grad_norm: 11.5017 2020-10-12 01:52:50,061 - mmaction - INFO - Epoch [45][1420/2640] lr: 1.000e-04, eta: 3:19:50, time: 0.828, data_time: 0.009, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9234, loss_cls: 0.8713, loss: 0.8713, grad_norm: 11.9983 2020-10-12 01:53:06,629 - mmaction - INFO - Epoch [45][1440/2640] lr: 1.000e-04, eta: 3:19:34, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9359, loss_cls: 0.8362, loss: 0.8362, grad_norm: 12.2365 2020-10-12 01:53:23,280 - mmaction - INFO - Epoch [45][1460/2640] lr: 1.000e-04, eta: 3:19:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8542, loss: 0.8542, grad_norm: 12.2113 2020-10-12 01:53:39,818 - mmaction - INFO - Epoch [45][1480/2640] lr: 1.000e-04, eta: 3:19:00, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7508, top5_acc: 0.9305, loss_cls: 0.8868, loss: 0.8868, grad_norm: 12.4033 2020-10-12 01:53:56,393 - mmaction - INFO - Epoch [45][1500/2640] lr: 1.000e-04, eta: 3:18:44, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9180, loss_cls: 0.9395, loss: 0.9395, grad_norm: 12.4310 2020-10-12 01:54:12,996 - mmaction - INFO - Epoch [45][1520/2640] lr: 1.000e-04, eta: 3:18:27, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.8707, loss: 0.8707, grad_norm: 11.9232 2020-10-12 01:54:29,605 - mmaction - INFO - Epoch [45][1540/2640] lr: 1.000e-04, eta: 3:18:11, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9313, loss_cls: 0.8478, loss: 0.8478, grad_norm: 11.8751 2020-10-12 01:54:46,161 - mmaction - INFO - Epoch [45][1560/2640] lr: 1.000e-04, eta: 3:17:54, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9398, loss_cls: 0.8097, loss: 0.8097, grad_norm: 11.7657 2020-10-12 01:55:02,896 - mmaction - INFO - Epoch [45][1580/2640] lr: 1.000e-04, eta: 3:17:37, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9187, loss_cls: 0.9111, loss: 0.9111, grad_norm: 12.4258 2020-10-12 01:55:19,340 - mmaction - INFO - Epoch [45][1600/2640] lr: 1.000e-04, eta: 3:17:21, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7500, top5_acc: 0.9055, loss_cls: 0.9336, loss: 0.9336, grad_norm: 11.8425 2020-10-12 01:55:35,969 - mmaction - INFO - Epoch [45][1620/2640] lr: 1.000e-04, eta: 3:17:04, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9266, loss_cls: 0.8612, loss: 0.8612, grad_norm: 11.7295 2020-10-12 01:55:52,500 - mmaction - INFO - Epoch [45][1640/2640] lr: 1.000e-04, eta: 3:16:47, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9336, loss_cls: 0.8592, loss: 0.8592, grad_norm: 11.5616 2020-10-12 01:56:09,128 - mmaction - INFO - Epoch [45][1660/2640] lr: 1.000e-04, eta: 3:16:31, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.8940, loss: 0.8940, grad_norm: 12.3317 2020-10-12 01:56:25,685 - mmaction - INFO - Epoch [45][1680/2640] lr: 1.000e-04, eta: 3:16:14, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.8763, loss: 0.8763, grad_norm: 12.1209 2020-10-12 01:56:42,300 - mmaction - INFO - Epoch [45][1700/2640] lr: 1.000e-04, eta: 3:15:57, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9305, loss_cls: 0.8827, loss: 0.8827, grad_norm: 12.2286 2020-10-12 01:56:58,670 - mmaction - INFO - Epoch [45][1720/2640] lr: 1.000e-04, eta: 3:15:41, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9320, loss_cls: 0.8197, loss: 0.8197, grad_norm: 11.5679 2020-10-12 01:57:15,381 - mmaction - INFO - Epoch [45][1740/2640] lr: 1.000e-04, eta: 3:15:24, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9273, loss_cls: 0.8929, loss: 0.8929, grad_norm: 12.3260 2020-10-12 01:57:32,103 - mmaction - INFO - Epoch [45][1760/2640] lr: 1.000e-04, eta: 3:15:08, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9273, loss_cls: 0.9074, loss: 0.9074, grad_norm: 12.4056 2020-10-12 01:57:48,655 - mmaction - INFO - Epoch [45][1780/2640] lr: 1.000e-04, eta: 3:14:51, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9203, loss_cls: 0.9128, loss: 0.9128, grad_norm: 12.1766 2020-10-12 01:58:05,270 - mmaction - INFO - Epoch [45][1800/2640] lr: 1.000e-04, eta: 3:14:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9195, loss_cls: 0.8498, loss: 0.8498, grad_norm: 11.6592 2020-10-12 01:58:21,819 - mmaction - INFO - Epoch [45][1820/2640] lr: 1.000e-04, eta: 3:14:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.8954, loss: 0.8954, grad_norm: 12.3182 2020-10-12 01:58:38,524 - mmaction - INFO - Epoch [45][1840/2640] lr: 1.000e-04, eta: 3:14:01, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8487, loss: 0.8487, grad_norm: 12.0449 2020-10-12 01:58:55,015 - mmaction - INFO - Epoch [45][1860/2640] lr: 1.000e-04, eta: 3:13:44, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9242, loss_cls: 0.8543, loss: 0.8543, grad_norm: 11.9421 2020-10-12 01:59:11,836 - mmaction - INFO - Epoch [45][1880/2640] lr: 1.000e-04, eta: 3:13:28, time: 0.840, data_time: 0.006, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9172, loss_cls: 0.9319, loss: 0.9319, grad_norm: 12.6860 2020-10-12 01:59:28,325 - mmaction - INFO - Epoch [45][1900/2640] lr: 1.000e-04, eta: 3:13:11, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9297, loss_cls: 0.8260, loss: 0.8260, grad_norm: 11.9448 2020-10-12 01:59:45,002 - mmaction - INFO - Epoch [45][1920/2640] lr: 1.000e-04, eta: 3:12:54, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9359, loss_cls: 0.8388, loss: 0.8388, grad_norm: 12.0288 2020-10-12 02:00:01,578 - mmaction - INFO - Epoch [45][1940/2640] lr: 1.000e-04, eta: 3:12:38, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8429, loss: 0.8429, grad_norm: 11.7537 2020-10-12 02:00:19,433 - mmaction - INFO - Epoch [45][1960/2640] lr: 1.000e-04, eta: 3:12:21, time: 0.890, data_time: 0.004, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9219, loss_cls: 0.8614, loss: 0.8614, grad_norm: 12.3289 2020-10-12 02:00:36,324 - mmaction - INFO - Epoch [45][1980/2640] lr: 1.000e-04, eta: 3:12:05, time: 0.847, data_time: 0.013, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.8715, loss: 0.8715, grad_norm: 11.7535 2020-10-12 02:00:52,766 - mmaction - INFO - Epoch [45][2000/2640] lr: 1.000e-04, eta: 3:11:48, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9328, loss_cls: 0.8342, loss: 0.8342, grad_norm: 11.6241 2020-10-12 02:01:09,557 - mmaction - INFO - Epoch [45][2020/2640] lr: 1.000e-04, eta: 3:11:31, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9234, loss_cls: 0.8648, loss: 0.8648, grad_norm: 11.8804 2020-10-12 02:01:26,144 - mmaction - INFO - Epoch [45][2040/2640] lr: 1.000e-04, eta: 3:11:15, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9219, loss_cls: 0.8957, loss: 0.8957, grad_norm: 12.3789 2020-10-12 02:01:42,824 - mmaction - INFO - Epoch [45][2060/2640] lr: 1.000e-04, eta: 3:10:58, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9305, loss_cls: 0.9259, loss: 0.9259, grad_norm: 12.3133 2020-10-12 02:01:59,341 - mmaction - INFO - Epoch [45][2080/2640] lr: 1.000e-04, eta: 3:10:42, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9227, loss_cls: 0.8510, loss: 0.8510, grad_norm: 12.0991 2020-10-12 02:02:15,948 - mmaction - INFO - Epoch [45][2100/2640] lr: 1.000e-04, eta: 3:10:25, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9180, loss_cls: 0.8802, loss: 0.8802, grad_norm: 12.2656 2020-10-12 02:02:32,501 - mmaction - INFO - Epoch [45][2120/2640] lr: 1.000e-04, eta: 3:10:08, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9125, loss_cls: 0.9014, loss: 0.9014, grad_norm: 12.0814 2020-10-12 02:02:49,146 - mmaction - INFO - Epoch [45][2140/2640] lr: 1.000e-04, eta: 3:09:52, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9328, loss_cls: 0.8477, loss: 0.8477, grad_norm: 12.2086 2020-10-12 02:03:05,681 - mmaction - INFO - Epoch [45][2160/2640] lr: 1.000e-04, eta: 3:09:35, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9266, loss_cls: 0.8846, loss: 0.8846, grad_norm: 12.5315 2020-10-12 02:03:22,525 - mmaction - INFO - Epoch [45][2180/2640] lr: 1.000e-04, eta: 3:09:18, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9109, loss_cls: 0.9117, loss: 0.9117, grad_norm: 11.9322 2020-10-12 02:03:39,265 - mmaction - INFO - Epoch [45][2200/2640] lr: 1.000e-04, eta: 3:09:02, time: 0.840, data_time: 0.007, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9250, loss_cls: 0.8525, loss: 0.8525, grad_norm: 11.7472 2020-10-12 02:03:55,874 - mmaction - INFO - Epoch [45][2220/2640] lr: 1.000e-04, eta: 3:08:45, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9344, loss_cls: 0.8139, loss: 0.8139, grad_norm: 11.8896 2020-10-12 02:04:12,499 - mmaction - INFO - Epoch [45][2240/2640] lr: 1.000e-04, eta: 3:08:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9281, loss_cls: 0.8378, loss: 0.8378, grad_norm: 11.6933 2020-10-12 02:04:29,090 - mmaction - INFO - Epoch [45][2260/2640] lr: 1.000e-04, eta: 3:08:12, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9172, loss_cls: 0.9347, loss: 0.9347, grad_norm: 12.5785 2020-10-12 02:04:45,727 - mmaction - INFO - Epoch [45][2280/2640] lr: 1.000e-04, eta: 3:07:55, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9154, loss: 0.9154, grad_norm: 12.1182 2020-10-12 02:05:02,441 - mmaction - INFO - Epoch [45][2300/2640] lr: 1.000e-04, eta: 3:07:39, time: 0.837, data_time: 0.006, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9164, loss_cls: 0.9058, loss: 0.9058, grad_norm: 12.1493 2020-10-12 02:05:19,003 - mmaction - INFO - Epoch [45][2320/2640] lr: 1.000e-04, eta: 3:07:22, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9273, loss_cls: 0.8777, loss: 0.8777, grad_norm: 12.0889 2020-10-12 02:05:35,639 - mmaction - INFO - Epoch [45][2340/2640] lr: 1.000e-04, eta: 3:07:05, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9289, loss_cls: 0.8608, loss: 0.8608, grad_norm: 11.8163 2020-10-12 02:05:52,200 - mmaction - INFO - Epoch [45][2360/2640] lr: 1.000e-04, eta: 3:06:49, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.8927, loss: 0.8927, grad_norm: 11.8056 2020-10-12 02:06:09,023 - mmaction - INFO - Epoch [45][2380/2640] lr: 1.000e-04, eta: 3:06:32, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9336, loss_cls: 0.8607, loss: 0.8607, grad_norm: 12.2828 2020-10-12 02:06:25,568 - mmaction - INFO - Epoch [45][2400/2640] lr: 1.000e-04, eta: 3:06:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9258, loss_cls: 0.8193, loss: 0.8193, grad_norm: 11.6728 2020-10-12 02:06:42,177 - mmaction - INFO - Epoch [45][2420/2640] lr: 1.000e-04, eta: 3:05:59, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8720, loss: 0.8720, grad_norm: 12.1925 2020-10-12 02:06:58,765 - mmaction - INFO - Epoch [45][2440/2640] lr: 1.000e-04, eta: 3:05:42, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7961, top5_acc: 0.9336, loss_cls: 0.7912, loss: 0.7912, grad_norm: 11.5639 2020-10-12 02:07:15,376 - mmaction - INFO - Epoch [45][2460/2640] lr: 1.000e-04, eta: 3:05:26, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9242, loss_cls: 0.8461, loss: 0.8461, grad_norm: 12.5463 2020-10-12 02:07:31,928 - mmaction - INFO - Epoch [45][2480/2640] lr: 1.000e-04, eta: 3:05:09, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9328, loss_cls: 0.8032, loss: 0.8032, grad_norm: 11.5745 2020-10-12 02:07:48,554 - mmaction - INFO - Epoch [45][2500/2640] lr: 1.000e-04, eta: 3:04:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9219, loss_cls: 0.8996, loss: 0.8996, grad_norm: 12.4775 2020-10-12 02:08:05,217 - mmaction - INFO - Epoch [45][2520/2640] lr: 1.000e-04, eta: 3:04:36, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7398, top5_acc: 0.9164, loss_cls: 0.9409, loss: 0.9409, grad_norm: 12.5240 2020-10-12 02:08:21,752 - mmaction - INFO - Epoch [45][2540/2640] lr: 1.000e-04, eta: 3:04:19, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9393, loss: 0.9393, grad_norm: 12.6072 2020-10-12 02:08:38,441 - mmaction - INFO - Epoch [45][2560/2640] lr: 1.000e-04, eta: 3:04:02, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9258, loss_cls: 0.8754, loss: 0.8754, grad_norm: 12.2506 2020-10-12 02:08:54,908 - mmaction - INFO - Epoch [45][2580/2640] lr: 1.000e-04, eta: 3:03:46, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8762, loss: 0.8762, grad_norm: 12.3998 2020-10-12 02:09:11,508 - mmaction - INFO - Epoch [45][2600/2640] lr: 1.000e-04, eta: 3:03:29, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9258, loss_cls: 0.8666, loss: 0.8666, grad_norm: 12.1157 2020-10-12 02:09:28,059 - mmaction - INFO - Epoch [45][2620/2640] lr: 1.000e-04, eta: 3:03:13, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8237, loss: 0.8237, grad_norm: 12.3156 2020-10-12 02:09:44,186 - mmaction - INFO - Epoch [45][2640/2640] lr: 1.000e-04, eta: 3:02:56, time: 0.806, data_time: 0.005, memory: 9800, top1_acc: 0.7710, top5_acc: 0.9282, loss_cls: 0.8517, loss: 0.8517, grad_norm: 12.1453 2020-10-12 02:09:44,483 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-12 02:10:16,538 - mmaction - INFO - Epoch [46][20/2640] lr: 1.000e-04, eta: 3:02:41, time: 1.516, data_time: 0.677, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9164, loss_cls: 0.9526, loss: 0.9526, grad_norm: 12.8620 2020-10-12 02:10:32,974 - mmaction - INFO - Epoch [46][40/2640] lr: 1.000e-04, eta: 3:02:24, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9250, loss_cls: 0.8506, loss: 0.8506, grad_norm: 12.2475 2020-10-12 02:10:49,504 - mmaction - INFO - Epoch [46][60/2640] lr: 1.000e-04, eta: 3:02:07, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9258, loss_cls: 0.8904, loss: 0.8904, grad_norm: 12.1524 2020-10-12 02:11:05,979 - mmaction - INFO - Epoch [46][80/2640] lr: 1.000e-04, eta: 3:01:51, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9336, loss_cls: 0.7823, loss: 0.7823, grad_norm: 11.6803 2020-10-12 02:11:22,575 - mmaction - INFO - Epoch [46][100/2640] lr: 1.000e-04, eta: 3:01:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9281, loss_cls: 0.8829, loss: 0.8829, grad_norm: 12.7554 2020-10-12 02:11:40,580 - mmaction - INFO - Epoch [46][120/2640] lr: 1.000e-04, eta: 3:01:18, time: 0.901, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9117, loss_cls: 0.9082, loss: 0.9082, grad_norm: 12.0671 2020-10-12 02:11:56,981 - mmaction - INFO - Epoch [46][140/2640] lr: 1.000e-04, eta: 3:01:01, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8051, loss: 0.8051, grad_norm: 11.5687 2020-10-12 02:12:13,672 - mmaction - INFO - Epoch [46][160/2640] lr: 1.000e-04, eta: 3:00:44, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9227, loss_cls: 0.8703, loss: 0.8703, grad_norm: 12.2315 2020-10-12 02:12:30,167 - mmaction - INFO - Epoch [46][180/2640] lr: 1.000e-04, eta: 3:00:28, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.8664, loss: 0.8664, grad_norm: 11.9909 2020-10-12 02:12:46,745 - mmaction - INFO - Epoch [46][200/2640] lr: 1.000e-04, eta: 3:00:11, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9398, loss_cls: 0.8174, loss: 0.8174, grad_norm: 12.3566 2020-10-12 02:13:03,362 - mmaction - INFO - Epoch [46][220/2640] lr: 1.000e-04, eta: 2:59:54, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9344, loss_cls: 0.8280, loss: 0.8280, grad_norm: 11.7621 2020-10-12 02:13:20,126 - mmaction - INFO - Epoch [46][240/2640] lr: 1.000e-04, eta: 2:59:38, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9234, loss_cls: 0.8593, loss: 0.8593, grad_norm: 11.8661 2020-10-12 02:13:36,704 - mmaction - INFO - Epoch [46][260/2640] lr: 1.000e-04, eta: 2:59:21, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9211, loss_cls: 0.9079, loss: 0.9079, grad_norm: 12.2307 2020-10-12 02:13:53,274 - mmaction - INFO - Epoch [46][280/2640] lr: 1.000e-04, eta: 2:59:05, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9180, loss_cls: 0.9060, loss: 0.9060, grad_norm: 12.5395 2020-10-12 02:14:09,914 - mmaction - INFO - Epoch [46][300/2640] lr: 1.000e-04, eta: 2:58:48, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8604, loss: 0.8604, grad_norm: 11.7798 2020-10-12 02:14:26,596 - mmaction - INFO - Epoch [46][320/2640] lr: 1.000e-04, eta: 2:58:31, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9195, loss_cls: 0.9364, loss: 0.9364, grad_norm: 12.3979 2020-10-12 02:14:43,250 - mmaction - INFO - Epoch [46][340/2640] lr: 1.000e-04, eta: 2:58:15, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8405, loss: 0.8405, grad_norm: 11.7849 2020-10-12 02:14:59,722 - mmaction - INFO - Epoch [46][360/2640] lr: 1.000e-04, eta: 2:57:58, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8374, loss: 0.8374, grad_norm: 11.8754 2020-10-12 02:15:16,315 - mmaction - INFO - Epoch [46][380/2640] lr: 1.000e-04, eta: 2:57:41, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9359, loss_cls: 0.8594, loss: 0.8594, grad_norm: 11.9638 2020-10-12 02:15:32,918 - mmaction - INFO - Epoch [46][400/2640] lr: 1.000e-04, eta: 2:57:25, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9250, loss_cls: 0.8838, loss: 0.8838, grad_norm: 12.4516 2020-10-12 02:15:49,567 - mmaction - INFO - Epoch [46][420/2640] lr: 1.000e-04, eta: 2:57:08, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.8916, loss: 0.8916, grad_norm: 12.5995 2020-10-12 02:16:06,063 - mmaction - INFO - Epoch [46][440/2640] lr: 1.000e-04, eta: 2:56:51, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9375, loss_cls: 0.8471, loss: 0.8471, grad_norm: 11.7940 2020-10-12 02:16:22,826 - mmaction - INFO - Epoch [46][460/2640] lr: 1.000e-04, eta: 2:56:35, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9258, loss_cls: 0.8460, loss: 0.8460, grad_norm: 11.6558 2020-10-12 02:16:39,395 - mmaction - INFO - Epoch [46][480/2640] lr: 1.000e-04, eta: 2:56:18, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9344, loss_cls: 0.8431, loss: 0.8431, grad_norm: 12.3952 2020-10-12 02:16:55,977 - mmaction - INFO - Epoch [46][500/2640] lr: 1.000e-04, eta: 2:56:02, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9187, loss_cls: 0.8644, loss: 0.8644, grad_norm: 11.7250 2020-10-12 02:17:12,600 - mmaction - INFO - Epoch [46][520/2640] lr: 1.000e-04, eta: 2:55:45, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9359, loss_cls: 0.8511, loss: 0.8511, grad_norm: 12.1258 2020-10-12 02:17:29,158 - mmaction - INFO - Epoch [46][540/2640] lr: 1.000e-04, eta: 2:55:28, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8407, loss: 0.8407, grad_norm: 12.0222 2020-10-12 02:17:45,803 - mmaction - INFO - Epoch [46][560/2640] lr: 1.000e-04, eta: 2:55:12, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9336, loss_cls: 0.8089, loss: 0.8089, grad_norm: 11.9240 2020-10-12 02:18:02,343 - mmaction - INFO - Epoch [46][580/2640] lr: 1.000e-04, eta: 2:54:55, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8761, loss: 0.8761, grad_norm: 12.8145 2020-10-12 02:18:19,194 - mmaction - INFO - Epoch [46][600/2640] lr: 1.000e-04, eta: 2:54:38, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7977, top5_acc: 0.9375, loss_cls: 0.8001, loss: 0.8001, grad_norm: 11.8311 2020-10-12 02:18:35,749 - mmaction - INFO - Epoch [46][620/2640] lr: 1.000e-04, eta: 2:54:22, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9328, loss_cls: 0.8685, loss: 0.8685, grad_norm: 12.4085 2020-10-12 02:18:52,296 - mmaction - INFO - Epoch [46][640/2640] lr: 1.000e-04, eta: 2:54:05, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9422, loss_cls: 0.8374, loss: 0.8374, grad_norm: 12.1474 2020-10-12 02:19:08,953 - mmaction - INFO - Epoch [46][660/2640] lr: 1.000e-04, eta: 2:53:48, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9281, loss_cls: 0.8725, loss: 0.8725, grad_norm: 12.3265 2020-10-12 02:19:25,651 - mmaction - INFO - Epoch [46][680/2640] lr: 1.000e-04, eta: 2:53:32, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9328, loss_cls: 0.8005, loss: 0.8005, grad_norm: 11.5443 2020-10-12 02:19:42,321 - mmaction - INFO - Epoch [46][700/2640] lr: 1.000e-04, eta: 2:53:15, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9242, loss_cls: 0.8387, loss: 0.8387, grad_norm: 11.9919 2020-10-12 02:19:59,088 - mmaction - INFO - Epoch [46][720/2640] lr: 1.000e-04, eta: 2:52:59, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9289, loss_cls: 0.8797, loss: 0.8797, grad_norm: 12.2233 2020-10-12 02:20:15,702 - mmaction - INFO - Epoch [46][740/2640] lr: 1.000e-04, eta: 2:52:42, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9250, loss_cls: 0.8165, loss: 0.8165, grad_norm: 11.7675 2020-10-12 02:20:32,283 - mmaction - INFO - Epoch [46][760/2640] lr: 1.000e-04, eta: 2:52:25, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9227, loss_cls: 0.9158, loss: 0.9158, grad_norm: 12.2579 2020-10-12 02:20:49,032 - mmaction - INFO - Epoch [46][780/2640] lr: 1.000e-04, eta: 2:52:09, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9211, loss_cls: 0.9399, loss: 0.9399, grad_norm: 12.6959 2020-10-12 02:21:05,466 - mmaction - INFO - Epoch [46][800/2640] lr: 1.000e-04, eta: 2:51:52, time: 0.821, data_time: 0.004, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9375, loss_cls: 0.8071, loss: 0.8071, grad_norm: 12.3511 2020-10-12 02:21:22,067 - mmaction - INFO - Epoch [46][820/2640] lr: 1.000e-04, eta: 2:51:35, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9313, loss_cls: 0.8564, loss: 0.8564, grad_norm: 11.8656 2020-10-12 02:21:38,648 - mmaction - INFO - Epoch [46][840/2640] lr: 1.000e-04, eta: 2:51:19, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8707, loss: 0.8707, grad_norm: 12.2859 2020-10-12 02:21:55,228 - mmaction - INFO - Epoch [46][860/2640] lr: 1.000e-04, eta: 2:51:02, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.8016, loss: 0.8016, grad_norm: 11.5041 2020-10-12 02:22:11,825 - mmaction - INFO - Epoch [46][880/2640] lr: 1.000e-04, eta: 2:50:45, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9320, loss_cls: 0.8507, loss: 0.8507, grad_norm: 12.1356 2020-10-12 02:22:28,403 - mmaction - INFO - Epoch [46][900/2640] lr: 1.000e-04, eta: 2:50:29, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9375, loss_cls: 0.8042, loss: 0.8042, grad_norm: 12.2903 2020-10-12 02:22:44,977 - mmaction - INFO - Epoch [46][920/2640] lr: 1.000e-04, eta: 2:50:12, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.8000, top5_acc: 0.9375, loss_cls: 0.7656, loss: 0.7656, grad_norm: 11.5778 2020-10-12 02:23:01,368 - mmaction - INFO - Epoch [46][940/2640] lr: 1.000e-04, eta: 2:49:56, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9398, loss_cls: 0.7953, loss: 0.7953, grad_norm: 11.8020 2020-10-12 02:23:18,009 - mmaction - INFO - Epoch [46][960/2640] lr: 1.000e-04, eta: 2:49:39, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9367, loss_cls: 0.8414, loss: 0.8414, grad_norm: 12.3173 2020-10-12 02:23:34,555 - mmaction - INFO - Epoch [46][980/2640] lr: 1.000e-04, eta: 2:49:22, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9281, loss_cls: 0.8502, loss: 0.8502, grad_norm: 12.1811 2020-10-12 02:23:51,144 - mmaction - INFO - Epoch [46][1000/2640] lr: 1.000e-04, eta: 2:49:06, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9383, loss_cls: 0.8553, loss: 0.8553, grad_norm: 11.9527 2020-10-12 02:24:07,751 - mmaction - INFO - Epoch [46][1020/2640] lr: 1.000e-04, eta: 2:48:49, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9297, loss_cls: 0.9063, loss: 0.9063, grad_norm: 12.7055 2020-10-12 02:24:24,333 - mmaction - INFO - Epoch [46][1040/2640] lr: 1.000e-04, eta: 2:48:32, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9305, loss_cls: 0.8440, loss: 0.8440, grad_norm: 12.2700 2020-10-12 02:24:41,118 - mmaction - INFO - Epoch [46][1060/2640] lr: 1.000e-04, eta: 2:48:16, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8582, loss: 0.8582, grad_norm: 12.1635 2020-10-12 02:24:57,630 - mmaction - INFO - Epoch [46][1080/2640] lr: 1.000e-04, eta: 2:47:59, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8794, loss: 0.8794, grad_norm: 12.5631 2020-10-12 02:25:14,144 - mmaction - INFO - Epoch [46][1100/2640] lr: 1.000e-04, eta: 2:47:42, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8483, loss: 0.8483, grad_norm: 12.1202 2020-10-12 02:25:30,700 - mmaction - INFO - Epoch [46][1120/2640] lr: 1.000e-04, eta: 2:47:26, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9234, loss_cls: 0.9411, loss: 0.9411, grad_norm: 12.8170 2020-10-12 02:25:47,303 - mmaction - INFO - Epoch [46][1140/2640] lr: 1.000e-04, eta: 2:47:09, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9406, loss_cls: 0.8644, loss: 0.8644, grad_norm: 12.6241 2020-10-12 02:26:03,859 - mmaction - INFO - Epoch [46][1160/2640] lr: 1.000e-04, eta: 2:46:53, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9219, loss_cls: 0.8905, loss: 0.8905, grad_norm: 12.3871 2020-10-12 02:26:20,469 - mmaction - INFO - Epoch [46][1180/2640] lr: 1.000e-04, eta: 2:46:36, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9250, loss_cls: 0.8493, loss: 0.8493, grad_norm: 11.6571 2020-10-12 02:26:37,255 - mmaction - INFO - Epoch [46][1200/2640] lr: 1.000e-04, eta: 2:46:19, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9352, loss_cls: 0.8180, loss: 0.8180, grad_norm: 11.9909 2020-10-12 02:26:53,826 - mmaction - INFO - Epoch [46][1220/2640] lr: 1.000e-04, eta: 2:46:03, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9266, loss_cls: 0.8656, loss: 0.8656, grad_norm: 12.1045 2020-10-12 02:27:10,459 - mmaction - INFO - Epoch [46][1240/2640] lr: 1.000e-04, eta: 2:45:46, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7453, top5_acc: 0.9250, loss_cls: 0.9189, loss: 0.9189, grad_norm: 12.4720 2020-10-12 02:27:27,003 - mmaction - INFO - Epoch [46][1260/2640] lr: 1.000e-04, eta: 2:45:29, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8571, loss: 0.8571, grad_norm: 11.7754 2020-10-12 02:27:43,807 - mmaction - INFO - Epoch [46][1280/2640] lr: 1.000e-04, eta: 2:45:13, time: 0.841, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9195, loss_cls: 0.8411, loss: 0.8411, grad_norm: 11.5089 2020-10-12 02:28:00,314 - mmaction - INFO - Epoch [46][1300/2640] lr: 1.000e-04, eta: 2:44:56, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9203, loss_cls: 0.8776, loss: 0.8776, grad_norm: 11.8312 2020-10-12 02:28:16,765 - mmaction - INFO - Epoch [46][1320/2640] lr: 1.000e-04, eta: 2:44:39, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9305, loss_cls: 0.8619, loss: 0.8619, grad_norm: 12.3379 2020-10-12 02:28:33,403 - mmaction - INFO - Epoch [46][1340/2640] lr: 1.000e-04, eta: 2:44:23, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9320, loss: 0.9320, grad_norm: 13.0686 2020-10-12 02:28:49,945 - mmaction - INFO - Epoch [46][1360/2640] lr: 1.000e-04, eta: 2:44:06, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9203, loss_cls: 0.8911, loss: 0.8911, grad_norm: 12.3357 2020-10-12 02:29:06,596 - mmaction - INFO - Epoch [46][1380/2640] lr: 1.000e-04, eta: 2:43:50, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8691, loss: 0.8691, grad_norm: 12.0491 2020-10-12 02:29:23,136 - mmaction - INFO - Epoch [46][1400/2640] lr: 1.000e-04, eta: 2:43:33, time: 0.827, data_time: 0.003, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8627, loss: 0.8627, grad_norm: 12.2298 2020-10-12 02:29:39,919 - mmaction - INFO - Epoch [46][1420/2640] lr: 1.000e-04, eta: 2:43:16, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9445, loss_cls: 0.7816, loss: 0.7816, grad_norm: 11.8326 2020-10-12 02:29:56,402 - mmaction - INFO - Epoch [46][1440/2640] lr: 1.000e-04, eta: 2:43:00, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9273, loss_cls: 0.8758, loss: 0.8758, grad_norm: 12.7732 2020-10-12 02:30:12,946 - mmaction - INFO - Epoch [46][1460/2640] lr: 1.000e-04, eta: 2:42:43, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9219, loss_cls: 0.8336, loss: 0.8336, grad_norm: 11.9091 2020-10-12 02:30:29,578 - mmaction - INFO - Epoch [46][1480/2640] lr: 1.000e-04, eta: 2:42:26, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9367, loss_cls: 0.8460, loss: 0.8460, grad_norm: 12.5887 2020-10-12 02:30:46,152 - mmaction - INFO - Epoch [46][1500/2640] lr: 1.000e-04, eta: 2:42:10, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9187, loss_cls: 0.8868, loss: 0.8868, grad_norm: 12.6657 2020-10-12 02:31:02,864 - mmaction - INFO - Epoch [46][1520/2640] lr: 1.000e-04, eta: 2:41:53, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9266, loss_cls: 0.8463, loss: 0.8463, grad_norm: 12.1616 2020-10-12 02:31:19,483 - mmaction - INFO - Epoch [46][1540/2640] lr: 1.000e-04, eta: 2:41:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9289, loss_cls: 0.8666, loss: 0.8666, grad_norm: 12.6113 2020-10-12 02:31:36,060 - mmaction - INFO - Epoch [46][1560/2640] lr: 1.000e-04, eta: 2:41:20, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9258, loss_cls: 0.8956, loss: 0.8956, grad_norm: 12.6408 2020-10-12 02:31:52,856 - mmaction - INFO - Epoch [46][1580/2640] lr: 1.000e-04, eta: 2:41:03, time: 0.840, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9336, loss_cls: 0.8484, loss: 0.8484, grad_norm: 12.1886 2020-10-12 02:32:09,427 - mmaction - INFO - Epoch [46][1600/2640] lr: 1.000e-04, eta: 2:40:47, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8411, loss: 0.8411, grad_norm: 12.0142 2020-10-12 02:32:25,820 - mmaction - INFO - Epoch [46][1620/2640] lr: 1.000e-04, eta: 2:40:30, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9289, loss_cls: 0.8543, loss: 0.8543, grad_norm: 12.5756 2020-10-12 02:32:42,592 - mmaction - INFO - Epoch [46][1640/2640] lr: 1.000e-04, eta: 2:40:13, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9180, loss_cls: 0.9348, loss: 0.9348, grad_norm: 12.7170 2020-10-12 02:32:59,004 - mmaction - INFO - Epoch [46][1660/2640] lr: 1.000e-04, eta: 2:39:57, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9180, loss_cls: 0.8544, loss: 0.8544, grad_norm: 12.0631 2020-10-12 02:33:15,615 - mmaction - INFO - Epoch [46][1680/2640] lr: 1.000e-04, eta: 2:39:40, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9281, loss_cls: 0.8706, loss: 0.8706, grad_norm: 12.6005 2020-10-12 02:33:32,310 - mmaction - INFO - Epoch [46][1700/2640] lr: 1.000e-04, eta: 2:39:23, time: 0.837, data_time: 0.007, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9367, loss_cls: 0.8381, loss: 0.8381, grad_norm: 12.2428 2020-10-12 02:33:48,755 - mmaction - INFO - Epoch [46][1720/2640] lr: 1.000e-04, eta: 2:39:07, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.8789, loss: 0.8789, grad_norm: 12.4170 2020-10-12 02:34:05,386 - mmaction - INFO - Epoch [46][1740/2640] lr: 1.000e-04, eta: 2:38:50, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9422, loss_cls: 0.8254, loss: 0.8254, grad_norm: 12.0115 2020-10-12 02:34:21,947 - mmaction - INFO - Epoch [46][1760/2640] lr: 1.000e-04, eta: 2:38:33, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9367, loss_cls: 0.8249, loss: 0.8249, grad_norm: 12.0361 2020-10-12 02:34:38,648 - mmaction - INFO - Epoch [46][1780/2640] lr: 1.000e-04, eta: 2:38:17, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9305, loss_cls: 0.8716, loss: 0.8716, grad_norm: 12.1749 2020-10-12 02:34:55,122 - mmaction - INFO - Epoch [46][1800/2640] lr: 1.000e-04, eta: 2:38:00, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8550, loss: 0.8550, grad_norm: 11.9198 2020-10-12 02:35:11,762 - mmaction - INFO - Epoch [46][1820/2640] lr: 1.000e-04, eta: 2:37:44, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7398, top5_acc: 0.9203, loss_cls: 0.9450, loss: 0.9450, grad_norm: 13.0169 2020-10-12 02:35:28,321 - mmaction - INFO - Epoch [46][1840/2640] lr: 1.000e-04, eta: 2:37:27, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.8102, top5_acc: 0.9414, loss_cls: 0.7442, loss: 0.7442, grad_norm: 11.6015 2020-10-12 02:35:45,099 - mmaction - INFO - Epoch [46][1860/2640] lr: 1.000e-04, eta: 2:37:10, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9219, loss_cls: 0.9013, loss: 0.9013, grad_norm: 12.1105 2020-10-12 02:36:01,646 - mmaction - INFO - Epoch [46][1880/2640] lr: 1.000e-04, eta: 2:36:54, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8732, loss: 0.8732, grad_norm: 12.5265 2020-10-12 02:36:18,294 - mmaction - INFO - Epoch [46][1900/2640] lr: 1.000e-04, eta: 2:36:37, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8386, loss: 0.8386, grad_norm: 12.0496 2020-10-12 02:36:34,866 - mmaction - INFO - Epoch [46][1920/2640] lr: 1.000e-04, eta: 2:36:20, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.8760, loss: 0.8760, grad_norm: 12.2081 2020-10-12 02:36:51,229 - mmaction - INFO - Epoch [46][1940/2640] lr: 1.000e-04, eta: 2:36:04, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9344, loss_cls: 0.8282, loss: 0.8282, grad_norm: 12.0170 2020-10-12 02:37:07,884 - mmaction - INFO - Epoch [46][1960/2640] lr: 1.000e-04, eta: 2:35:47, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8085, loss: 0.8085, grad_norm: 11.8204 2020-10-12 02:37:24,420 - mmaction - INFO - Epoch [46][1980/2640] lr: 1.000e-04, eta: 2:35:30, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9273, loss_cls: 0.8387, loss: 0.8387, grad_norm: 12.4996 2020-10-12 02:37:41,620 - mmaction - INFO - Epoch [46][2000/2640] lr: 1.000e-04, eta: 2:35:14, time: 0.857, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9273, loss_cls: 0.8649, loss: 0.8649, grad_norm: 11.9849 2020-10-12 02:37:58,006 - mmaction - INFO - Epoch [46][2020/2640] lr: 1.000e-04, eta: 2:34:57, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9391, loss_cls: 0.7913, loss: 0.7913, grad_norm: 11.9940 2020-10-12 02:38:14,642 - mmaction - INFO - Epoch [46][2040/2640] lr: 1.000e-04, eta: 2:34:41, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9203, loss_cls: 0.8991, loss: 0.8991, grad_norm: 12.3367 2020-10-12 02:38:31,201 - mmaction - INFO - Epoch [46][2060/2640] lr: 1.000e-04, eta: 2:34:24, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9172, loss_cls: 0.9479, loss: 0.9479, grad_norm: 12.8899 2020-10-12 02:38:47,791 - mmaction - INFO - Epoch [46][2080/2640] lr: 1.000e-04, eta: 2:34:07, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9328, loss_cls: 0.8307, loss: 0.8307, grad_norm: 12.5090 2020-10-12 02:39:04,353 - mmaction - INFO - Epoch [46][2100/2640] lr: 1.000e-04, eta: 2:33:51, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.8797, loss: 0.8797, grad_norm: 12.5679 2020-10-12 02:39:20,978 - mmaction - INFO - Epoch [46][2120/2640] lr: 1.000e-04, eta: 2:33:34, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9187, loss_cls: 0.8646, loss: 0.8646, grad_norm: 12.0207 2020-10-12 02:39:37,548 - mmaction - INFO - Epoch [46][2140/2640] lr: 1.000e-04, eta: 2:33:17, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9258, loss_cls: 0.8289, loss: 0.8289, grad_norm: 12.2979 2020-10-12 02:39:53,924 - mmaction - INFO - Epoch [46][2160/2640] lr: 1.000e-04, eta: 2:33:01, time: 0.819, data_time: 0.003, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9313, loss_cls: 0.8554, loss: 0.8554, grad_norm: 12.3514 2020-10-12 02:40:10,610 - mmaction - INFO - Epoch [46][2180/2640] lr: 1.000e-04, eta: 2:32:44, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8739, loss: 0.8739, grad_norm: 12.5001 2020-10-12 02:40:27,101 - mmaction - INFO - Epoch [46][2200/2640] lr: 1.000e-04, eta: 2:32:27, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9352, loss_cls: 0.8379, loss: 0.8379, grad_norm: 12.3782 2020-10-12 02:40:43,697 - mmaction - INFO - Epoch [46][2220/2640] lr: 1.000e-04, eta: 2:32:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9273, loss_cls: 0.8750, loss: 0.8750, grad_norm: 12.2431 2020-10-12 02:41:00,218 - mmaction - INFO - Epoch [46][2240/2640] lr: 1.000e-04, eta: 2:31:54, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9156, loss_cls: 0.9365, loss: 0.9365, grad_norm: 13.3383 2020-10-12 02:41:16,714 - mmaction - INFO - Epoch [46][2260/2640] lr: 1.000e-04, eta: 2:31:38, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8597, loss: 0.8597, grad_norm: 11.9295 2020-10-12 02:41:33,254 - mmaction - INFO - Epoch [46][2280/2640] lr: 1.000e-04, eta: 2:31:21, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7469, top5_acc: 0.9227, loss_cls: 0.9054, loss: 0.9054, grad_norm: 12.5313 2020-10-12 02:41:49,999 - mmaction - INFO - Epoch [46][2300/2640] lr: 1.000e-04, eta: 2:31:04, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9258, loss_cls: 0.8815, loss: 0.8815, grad_norm: 12.3951 2020-10-12 02:42:06,434 - mmaction - INFO - Epoch [46][2320/2640] lr: 1.000e-04, eta: 2:30:48, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9398, loss_cls: 0.8601, loss: 0.8601, grad_norm: 12.6952 2020-10-12 02:42:23,077 - mmaction - INFO - Epoch [46][2340/2640] lr: 1.000e-04, eta: 2:30:31, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9219, loss_cls: 0.8571, loss: 0.8571, grad_norm: 12.2668 2020-10-12 02:42:39,744 - mmaction - INFO - Epoch [46][2360/2640] lr: 1.000e-04, eta: 2:30:14, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9125, loss_cls: 0.9046, loss: 0.9046, grad_norm: 12.2920 2020-10-12 02:42:56,261 - mmaction - INFO - Epoch [46][2380/2640] lr: 1.000e-04, eta: 2:29:58, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9266, loss_cls: 0.8831, loss: 0.8831, grad_norm: 12.5007 2020-10-12 02:43:12,798 - mmaction - INFO - Epoch [46][2400/2640] lr: 1.000e-04, eta: 2:29:41, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.8828, loss: 0.8828, grad_norm: 12.3145 2020-10-12 02:43:29,413 - mmaction - INFO - Epoch [46][2420/2640] lr: 1.000e-04, eta: 2:29:24, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9211, loss_cls: 0.8787, loss: 0.8787, grad_norm: 12.4889 2020-10-12 02:43:45,986 - mmaction - INFO - Epoch [46][2440/2640] lr: 1.000e-04, eta: 2:29:08, time: 0.832, data_time: 0.007, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9328, loss_cls: 0.8533, loss: 0.8533, grad_norm: 12.4289 2020-10-12 02:44:02,586 - mmaction - INFO - Epoch [46][2460/2640] lr: 1.000e-04, eta: 2:28:51, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7516, top5_acc: 0.9289, loss_cls: 0.8960, loss: 0.8960, grad_norm: 12.6283 2020-10-12 02:44:19,279 - mmaction - INFO - Epoch [46][2480/2640] lr: 1.000e-04, eta: 2:28:35, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8038, loss: 0.8038, grad_norm: 11.8891 2020-10-12 02:44:35,923 - mmaction - INFO - Epoch [46][2500/2640] lr: 1.000e-04, eta: 2:28:18, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9195, loss_cls: 0.9162, loss: 0.9162, grad_norm: 12.2317 2020-10-12 02:44:52,549 - mmaction - INFO - Epoch [46][2520/2640] lr: 1.000e-04, eta: 2:28:01, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9070, loss_cls: 0.9385, loss: 0.9385, grad_norm: 12.7680 2020-10-12 02:45:09,180 - mmaction - INFO - Epoch [46][2540/2640] lr: 1.000e-04, eta: 2:27:45, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9234, loss_cls: 0.8729, loss: 0.8729, grad_norm: 12.2360 2020-10-12 02:45:25,732 - mmaction - INFO - Epoch [46][2560/2640] lr: 1.000e-04, eta: 2:27:28, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9187, loss_cls: 0.8777, loss: 0.8777, grad_norm: 12.3904 2020-10-12 02:45:42,327 - mmaction - INFO - Epoch [46][2580/2640] lr: 1.000e-04, eta: 2:27:11, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9328, loss_cls: 0.8369, loss: 0.8369, grad_norm: 12.3519 2020-10-12 02:45:58,681 - mmaction - INFO - Epoch [46][2600/2640] lr: 1.000e-04, eta: 2:26:55, time: 0.818, data_time: 0.003, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9195, loss_cls: 0.9224, loss: 0.9224, grad_norm: 12.4453 2020-10-12 02:46:15,334 - mmaction - INFO - Epoch [46][2620/2640] lr: 1.000e-04, eta: 2:26:38, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9258, loss_cls: 0.8699, loss: 0.8699, grad_norm: 12.3133 2020-10-12 02:46:31,557 - mmaction - INFO - Epoch [46][2640/2640] lr: 1.000e-04, eta: 2:26:21, time: 0.813, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9298, loss_cls: 0.8290, loss: 0.8290, grad_norm: 12.2397 2020-10-12 02:46:31,783 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-10-12 02:46:59,429 - mmaction - INFO - Epoch [47][20/2640] lr: 1.000e-04, eta: 2:26:05, time: 1.212, data_time: 0.377, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9234, loss_cls: 0.8469, loss: 0.8469, grad_norm: 11.9690 2020-10-12 02:47:15,830 - mmaction - INFO - Epoch [47][40/2640] lr: 1.000e-04, eta: 2:25:49, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9281, loss_cls: 0.8558, loss: 0.8558, grad_norm: 12.0012 2020-10-12 02:47:32,318 - mmaction - INFO - Epoch [47][60/2640] lr: 1.000e-04, eta: 2:25:32, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9164, loss_cls: 0.9023, loss: 0.9023, grad_norm: 12.6564 2020-10-12 02:47:48,816 - mmaction - INFO - Epoch [47][80/2640] lr: 1.000e-04, eta: 2:25:16, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9383, loss_cls: 0.8797, loss: 0.8797, grad_norm: 12.4621 2020-10-12 02:48:05,342 - mmaction - INFO - Epoch [47][100/2640] lr: 1.000e-04, eta: 2:24:59, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8235, loss: 0.8235, grad_norm: 11.6698 2020-10-12 02:48:21,856 - mmaction - INFO - Epoch [47][120/2640] lr: 1.000e-04, eta: 2:24:42, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9189, loss: 0.9189, grad_norm: 12.7672 2020-10-12 02:48:38,584 - mmaction - INFO - Epoch [47][140/2640] lr: 1.000e-04, eta: 2:24:26, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9352, loss_cls: 0.8608, loss: 0.8608, grad_norm: 12.2633 2020-10-12 02:48:55,053 - mmaction - INFO - Epoch [47][160/2640] lr: 1.000e-04, eta: 2:24:09, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9195, loss_cls: 0.8801, loss: 0.8801, grad_norm: 12.3326 2020-10-12 02:49:11,602 - mmaction - INFO - Epoch [47][180/2640] lr: 1.000e-04, eta: 2:23:52, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9297, loss_cls: 0.8778, loss: 0.8778, grad_norm: 12.3645 2020-10-12 02:49:27,999 - mmaction - INFO - Epoch [47][200/2640] lr: 1.000e-04, eta: 2:23:36, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9336, loss_cls: 0.8665, loss: 0.8665, grad_norm: 12.5227 2020-10-12 02:49:44,626 - mmaction - INFO - Epoch [47][220/2640] lr: 1.000e-04, eta: 2:23:19, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9187, loss_cls: 0.8642, loss: 0.8642, grad_norm: 12.5448 2020-10-12 02:50:01,175 - mmaction - INFO - Epoch [47][240/2640] lr: 1.000e-04, eta: 2:23:02, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9266, loss_cls: 0.8696, loss: 0.8696, grad_norm: 12.0163 2020-10-12 02:50:17,807 - mmaction - INFO - Epoch [47][260/2640] lr: 1.000e-04, eta: 2:22:46, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9219, loss_cls: 0.8904, loss: 0.8904, grad_norm: 12.8374 2020-10-12 02:50:34,429 - mmaction - INFO - Epoch [47][280/2640] lr: 1.000e-04, eta: 2:22:29, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8121, loss: 0.8121, grad_norm: 12.0882 2020-10-12 02:50:51,094 - mmaction - INFO - Epoch [47][300/2640] lr: 1.000e-04, eta: 2:22:12, time: 0.835, data_time: 0.003, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9203, loss_cls: 0.8375, loss: 0.8375, grad_norm: 12.0376 2020-10-12 02:51:07,619 - mmaction - INFO - Epoch [47][320/2640] lr: 1.000e-04, eta: 2:21:56, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7977, top5_acc: 0.9430, loss_cls: 0.7745, loss: 0.7745, grad_norm: 11.9445 2020-10-12 02:51:24,139 - mmaction - INFO - Epoch [47][340/2640] lr: 1.000e-04, eta: 2:21:39, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8231, loss: 0.8231, grad_norm: 12.0145 2020-10-12 02:51:40,747 - mmaction - INFO - Epoch [47][360/2640] lr: 1.000e-04, eta: 2:21:23, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9227, loss_cls: 0.8410, loss: 0.8410, grad_norm: 12.2318 2020-10-12 02:51:57,253 - mmaction - INFO - Epoch [47][380/2640] lr: 1.000e-04, eta: 2:21:06, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9242, loss_cls: 0.8453, loss: 0.8453, grad_norm: 11.8022 2020-10-12 02:52:13,784 - mmaction - INFO - Epoch [47][400/2640] lr: 1.000e-04, eta: 2:20:49, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9273, loss_cls: 0.8951, loss: 0.8951, grad_norm: 12.2183 2020-10-12 02:52:30,277 - mmaction - INFO - Epoch [47][420/2640] lr: 1.000e-04, eta: 2:20:33, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9281, loss_cls: 0.8581, loss: 0.8581, grad_norm: 11.7415 2020-10-12 02:52:46,929 - mmaction - INFO - Epoch [47][440/2640] lr: 1.000e-04, eta: 2:20:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7477, top5_acc: 0.9195, loss_cls: 0.9104, loss: 0.9104, grad_norm: 12.6535 2020-10-12 02:53:03,501 - mmaction - INFO - Epoch [47][460/2640] lr: 1.000e-04, eta: 2:19:59, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9328, loss_cls: 0.8504, loss: 0.8504, grad_norm: 12.1774 2020-10-12 02:53:20,064 - mmaction - INFO - Epoch [47][480/2640] lr: 1.000e-04, eta: 2:19:43, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9211, loss_cls: 0.8518, loss: 0.8518, grad_norm: 12.1953 2020-10-12 02:53:36,663 - mmaction - INFO - Epoch [47][500/2640] lr: 1.000e-04, eta: 2:19:26, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9242, loss_cls: 0.8924, loss: 0.8924, grad_norm: 12.5875 2020-10-12 02:53:53,154 - mmaction - INFO - Epoch [47][520/2640] lr: 1.000e-04, eta: 2:19:09, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9328, loss_cls: 0.8752, loss: 0.8752, grad_norm: 12.2827 2020-10-12 02:54:09,666 - mmaction - INFO - Epoch [47][540/2640] lr: 1.000e-04, eta: 2:18:53, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8602, loss: 0.8602, grad_norm: 12.3167 2020-10-12 02:54:26,215 - mmaction - INFO - Epoch [47][560/2640] lr: 1.000e-04, eta: 2:18:36, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9320, loss_cls: 0.8402, loss: 0.8402, grad_norm: 12.0986 2020-10-12 02:54:42,809 - mmaction - INFO - Epoch [47][580/2640] lr: 1.000e-04, eta: 2:18:20, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9211, loss_cls: 0.8935, loss: 0.8935, grad_norm: 12.5043 2020-10-12 02:54:59,314 - mmaction - INFO - Epoch [47][600/2640] lr: 1.000e-04, eta: 2:18:03, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9367, loss_cls: 0.8071, loss: 0.8071, grad_norm: 11.8767 2020-10-12 02:55:15,984 - mmaction - INFO - Epoch [47][620/2640] lr: 1.000e-04, eta: 2:17:46, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.8855, loss: 0.8855, grad_norm: 12.7215 2020-10-12 02:55:32,563 - mmaction - INFO - Epoch [47][640/2640] lr: 1.000e-04, eta: 2:17:30, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9227, loss_cls: 0.8604, loss: 0.8604, grad_norm: 12.2598 2020-10-12 02:55:49,222 - mmaction - INFO - Epoch [47][660/2640] lr: 1.000e-04, eta: 2:17:13, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7898, top5_acc: 0.9359, loss_cls: 0.8085, loss: 0.8085, grad_norm: 12.2010 2020-10-12 02:56:05,853 - mmaction - INFO - Epoch [47][680/2640] lr: 1.000e-04, eta: 2:16:56, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8423, loss: 0.8423, grad_norm: 11.6667 2020-10-12 02:56:22,332 - mmaction - INFO - Epoch [47][700/2640] lr: 1.000e-04, eta: 2:16:40, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.7414, top5_acc: 0.9078, loss_cls: 0.9653, loss: 0.9653, grad_norm: 13.1693 2020-10-12 02:56:38,956 - mmaction - INFO - Epoch [47][720/2640] lr: 1.000e-04, eta: 2:16:23, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9266, loss_cls: 0.8750, loss: 0.8750, grad_norm: 12.2738 2020-10-12 02:56:55,470 - mmaction - INFO - Epoch [47][740/2640] lr: 1.000e-04, eta: 2:16:06, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9266, loss_cls: 0.8630, loss: 0.8630, grad_norm: 11.5432 2020-10-12 02:57:11,950 - mmaction - INFO - Epoch [47][760/2640] lr: 1.000e-04, eta: 2:15:50, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8183, loss: 0.8183, grad_norm: 11.7900 2020-10-12 02:57:28,513 - mmaction - INFO - Epoch [47][780/2640] lr: 1.000e-04, eta: 2:15:33, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8359, loss: 0.8359, grad_norm: 11.8589 2020-10-12 02:57:45,152 - mmaction - INFO - Epoch [47][800/2640] lr: 1.000e-04, eta: 2:15:17, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9180, loss_cls: 0.8804, loss: 0.8804, grad_norm: 12.7488 2020-10-12 02:58:01,663 - mmaction - INFO - Epoch [47][820/2640] lr: 1.000e-04, eta: 2:15:00, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9445, loss_cls: 0.7876, loss: 0.7876, grad_norm: 11.7206 2020-10-12 02:58:18,299 - mmaction - INFO - Epoch [47][840/2640] lr: 1.000e-04, eta: 2:14:43, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9281, loss_cls: 0.8562, loss: 0.8562, grad_norm: 11.9664 2020-10-12 02:58:34,917 - mmaction - INFO - Epoch [47][860/2640] lr: 1.000e-04, eta: 2:14:27, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9180, loss_cls: 0.8567, loss: 0.8567, grad_norm: 12.1726 2020-10-12 02:58:51,462 - mmaction - INFO - Epoch [47][880/2640] lr: 1.000e-04, eta: 2:14:10, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.9060, loss: 0.9060, grad_norm: 12.8860 2020-10-12 02:59:08,202 - mmaction - INFO - Epoch [47][900/2640] lr: 1.000e-04, eta: 2:13:53, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9398, loss_cls: 0.8064, loss: 0.8064, grad_norm: 12.1660 2020-10-12 02:59:24,620 - mmaction - INFO - Epoch [47][920/2640] lr: 1.000e-04, eta: 2:13:37, time: 0.822, data_time: 0.006, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9281, loss_cls: 0.8478, loss: 0.8478, grad_norm: 12.2626 2020-10-12 02:59:41,394 - mmaction - INFO - Epoch [47][940/2640] lr: 1.000e-04, eta: 2:13:20, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9219, loss_cls: 0.8615, loss: 0.8615, grad_norm: 12.3758 2020-10-12 02:59:57,793 - mmaction - INFO - Epoch [47][960/2640] lr: 1.000e-04, eta: 2:13:03, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9344, loss_cls: 0.8319, loss: 0.8319, grad_norm: 11.9741 2020-10-12 03:00:16,029 - mmaction - INFO - Epoch [47][980/2640] lr: 1.000e-04, eta: 2:12:47, time: 0.907, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9367, loss_cls: 0.8270, loss: 0.8270, grad_norm: 12.2884 2020-10-12 03:00:32,609 - mmaction - INFO - Epoch [47][1000/2640] lr: 1.000e-04, eta: 2:12:30, time: 0.833, data_time: 0.009, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9305, loss_cls: 0.8154, loss: 0.8154, grad_norm: 12.4016 2020-10-12 03:00:49,234 - mmaction - INFO - Epoch [47][1020/2640] lr: 1.000e-04, eta: 2:12:14, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9273, loss_cls: 0.8409, loss: 0.8409, grad_norm: 12.0979 2020-10-12 03:01:05,792 - mmaction - INFO - Epoch [47][1040/2640] lr: 1.000e-04, eta: 2:11:57, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9344, loss_cls: 0.8353, loss: 0.8353, grad_norm: 12.2278 2020-10-12 03:01:22,640 - mmaction - INFO - Epoch [47][1060/2640] lr: 1.000e-04, eta: 2:11:40, time: 0.840, data_time: 0.004, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9281, loss_cls: 0.8470, loss: 0.8470, grad_norm: 12.4923 2020-10-12 03:01:39,311 - mmaction - INFO - Epoch [47][1080/2640] lr: 1.000e-04, eta: 2:11:24, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9359, loss_cls: 0.8209, loss: 0.8209, grad_norm: 12.0223 2020-10-12 03:01:55,890 - mmaction - INFO - Epoch [47][1100/2640] lr: 1.000e-04, eta: 2:11:07, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9258, loss_cls: 0.8607, loss: 0.8607, grad_norm: 12.2577 2020-10-12 03:02:12,546 - mmaction - INFO - Epoch [47][1120/2640] lr: 1.000e-04, eta: 2:10:50, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9289, loss_cls: 0.8681, loss: 0.8681, grad_norm: 12.6143 2020-10-12 03:02:28,983 - mmaction - INFO - Epoch [47][1140/2640] lr: 1.000e-04, eta: 2:10:34, time: 0.822, data_time: 0.004, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8623, loss: 0.8623, grad_norm: 12.2784 2020-10-12 03:02:45,676 - mmaction - INFO - Epoch [47][1160/2640] lr: 1.000e-04, eta: 2:10:17, time: 0.835, data_time: 0.003, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9336, loss_cls: 0.8249, loss: 0.8249, grad_norm: 11.9191 2020-10-12 03:03:02,280 - mmaction - INFO - Epoch [47][1180/2640] lr: 1.000e-04, eta: 2:10:01, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.8827, loss: 0.8827, grad_norm: 12.3550 2020-10-12 03:03:18,727 - mmaction - INFO - Epoch [47][1200/2640] lr: 1.000e-04, eta: 2:09:44, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9336, loss_cls: 0.8214, loss: 0.8214, grad_norm: 11.8219 2020-10-12 03:03:35,417 - mmaction - INFO - Epoch [47][1220/2640] lr: 1.000e-04, eta: 2:09:27, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9453, loss_cls: 0.8481, loss: 0.8481, grad_norm: 12.4180 2020-10-12 03:03:51,910 - mmaction - INFO - Epoch [47][1240/2640] lr: 1.000e-04, eta: 2:09:11, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9266, loss_cls: 0.8313, loss: 0.8313, grad_norm: 12.0877 2020-10-12 03:04:08,423 - mmaction - INFO - Epoch [47][1260/2640] lr: 1.000e-04, eta: 2:08:54, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9352, loss_cls: 0.8577, loss: 0.8577, grad_norm: 12.8102 2020-10-12 03:04:25,075 - mmaction - INFO - Epoch [47][1280/2640] lr: 1.000e-04, eta: 2:08:37, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8669, loss: 0.8669, grad_norm: 12.3312 2020-10-12 03:04:41,639 - mmaction - INFO - Epoch [47][1300/2640] lr: 1.000e-04, eta: 2:08:21, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9289, loss_cls: 0.8452, loss: 0.8452, grad_norm: 12.3365 2020-10-12 03:04:58,236 - mmaction - INFO - Epoch [47][1320/2640] lr: 1.000e-04, eta: 2:08:04, time: 0.831, data_time: 0.003, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.8474, loss: 0.8474, grad_norm: 12.2824 2020-10-12 03:05:14,864 - mmaction - INFO - Epoch [47][1340/2640] lr: 1.000e-04, eta: 2:07:47, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7523, top5_acc: 0.9195, loss_cls: 0.8877, loss: 0.8877, grad_norm: 13.0366 2020-10-12 03:05:31,351 - mmaction - INFO - Epoch [47][1360/2640] lr: 1.000e-04, eta: 2:07:31, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8823, loss: 0.8823, grad_norm: 12.3625 2020-10-12 03:05:48,081 - mmaction - INFO - Epoch [47][1380/2640] lr: 1.000e-04, eta: 2:07:14, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8522, loss: 0.8522, grad_norm: 12.1444 2020-10-12 03:06:04,647 - mmaction - INFO - Epoch [47][1400/2640] lr: 1.000e-04, eta: 2:06:58, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8684, loss: 0.8684, grad_norm: 11.9497 2020-10-12 03:06:21,255 - mmaction - INFO - Epoch [47][1420/2640] lr: 1.000e-04, eta: 2:06:41, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9315, loss: 0.9315, grad_norm: 12.7957 2020-10-12 03:06:37,793 - mmaction - INFO - Epoch [47][1440/2640] lr: 1.000e-04, eta: 2:06:24, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9391, loss_cls: 0.8031, loss: 0.8031, grad_norm: 11.9230 2020-10-12 03:06:54,385 - mmaction - INFO - Epoch [47][1460/2640] lr: 1.000e-04, eta: 2:06:08, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8317, loss: 0.8317, grad_norm: 12.3312 2020-10-12 03:07:11,016 - mmaction - INFO - Epoch [47][1480/2640] lr: 1.000e-04, eta: 2:05:51, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9320, loss_cls: 0.8340, loss: 0.8340, grad_norm: 12.2087 2020-10-12 03:07:27,571 - mmaction - INFO - Epoch [47][1500/2640] lr: 1.000e-04, eta: 2:05:34, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9102, loss_cls: 0.9336, loss: 0.9336, grad_norm: 12.6278 2020-10-12 03:07:44,158 - mmaction - INFO - Epoch [47][1520/2640] lr: 1.000e-04, eta: 2:05:18, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9242, loss_cls: 0.8272, loss: 0.8272, grad_norm: 11.6564 2020-10-12 03:08:00,669 - mmaction - INFO - Epoch [47][1540/2640] lr: 1.000e-04, eta: 2:05:01, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.8636, loss: 0.8636, grad_norm: 12.5620 2020-10-12 03:08:17,282 - mmaction - INFO - Epoch [47][1560/2640] lr: 1.000e-04, eta: 2:04:44, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8654, loss: 0.8654, grad_norm: 12.2014 2020-10-12 03:08:33,749 - mmaction - INFO - Epoch [47][1580/2640] lr: 1.000e-04, eta: 2:04:28, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9344, loss_cls: 0.8073, loss: 0.8073, grad_norm: 11.8155 2020-10-12 03:08:50,319 - mmaction - INFO - Epoch [47][1600/2640] lr: 1.000e-04, eta: 2:04:11, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7359, top5_acc: 0.9102, loss_cls: 0.9991, loss: 0.9991, grad_norm: 13.3025 2020-10-12 03:09:06,985 - mmaction - INFO - Epoch [47][1620/2640] lr: 1.000e-04, eta: 2:03:55, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9352, loss_cls: 0.8396, loss: 0.8396, grad_norm: 12.4931 2020-10-12 03:09:23,480 - mmaction - INFO - Epoch [47][1640/2640] lr: 1.000e-04, eta: 2:03:38, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9273, loss_cls: 0.8566, loss: 0.8566, grad_norm: 12.3612 2020-10-12 03:09:40,169 - mmaction - INFO - Epoch [47][1660/2640] lr: 1.000e-04, eta: 2:03:21, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9313, loss_cls: 0.8430, loss: 0.8430, grad_norm: 12.1988 2020-10-12 03:09:56,758 - mmaction - INFO - Epoch [47][1680/2640] lr: 1.000e-04, eta: 2:03:05, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9258, loss_cls: 0.9075, loss: 0.9075, grad_norm: 13.0355 2020-10-12 03:10:13,392 - mmaction - INFO - Epoch [47][1700/2640] lr: 1.000e-04, eta: 2:02:48, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7961, top5_acc: 0.9398, loss_cls: 0.7568, loss: 0.7568, grad_norm: 11.5172 2020-10-12 03:10:29,870 - mmaction - INFO - Epoch [47][1720/2640] lr: 1.000e-04, eta: 2:02:31, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9383, loss_cls: 0.7814, loss: 0.7814, grad_norm: 11.9803 2020-10-12 03:10:46,578 - mmaction - INFO - Epoch [47][1740/2640] lr: 1.000e-04, eta: 2:02:15, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9406, loss_cls: 0.8153, loss: 0.8153, grad_norm: 12.1954 2020-10-12 03:11:03,119 - mmaction - INFO - Epoch [47][1760/2640] lr: 1.000e-04, eta: 2:01:58, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8530, loss: 0.8530, grad_norm: 12.1215 2020-10-12 03:11:19,838 - mmaction - INFO - Epoch [47][1780/2640] lr: 1.000e-04, eta: 2:01:41, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9328, loss_cls: 0.8738, loss: 0.8738, grad_norm: 12.5867 2020-10-12 03:11:36,511 - mmaction - INFO - Epoch [47][1800/2640] lr: 1.000e-04, eta: 2:01:25, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9320, loss_cls: 0.8004, loss: 0.8004, grad_norm: 11.9436 2020-10-12 03:11:52,977 - mmaction - INFO - Epoch [47][1820/2640] lr: 1.000e-04, eta: 2:01:08, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8506, loss: 0.8506, grad_norm: 12.0907 2020-10-12 03:12:09,634 - mmaction - INFO - Epoch [47][1840/2640] lr: 1.000e-04, eta: 2:00:52, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9125, loss_cls: 0.9223, loss: 0.9223, grad_norm: 12.3449 2020-10-12 03:12:26,265 - mmaction - INFO - Epoch [47][1860/2640] lr: 1.000e-04, eta: 2:00:35, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9320, loss_cls: 0.8393, loss: 0.8393, grad_norm: 12.3693 2020-10-12 03:12:42,983 - mmaction - INFO - Epoch [47][1880/2640] lr: 1.000e-04, eta: 2:00:18, time: 0.836, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9320, loss_cls: 0.8899, loss: 0.8899, grad_norm: 12.5682 2020-10-12 03:12:59,556 - mmaction - INFO - Epoch [47][1900/2640] lr: 1.000e-04, eta: 2:00:02, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9273, loss_cls: 0.8452, loss: 0.8452, grad_norm: 12.8368 2020-10-12 03:13:16,282 - mmaction - INFO - Epoch [47][1920/2640] lr: 1.000e-04, eta: 1:59:45, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9109, loss_cls: 0.9142, loss: 0.9142, grad_norm: 12.7538 2020-10-12 03:13:32,941 - mmaction - INFO - Epoch [47][1940/2640] lr: 1.000e-04, eta: 1:59:28, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8788, loss: 0.8788, grad_norm: 12.6752 2020-10-12 03:13:49,341 - mmaction - INFO - Epoch [47][1960/2640] lr: 1.000e-04, eta: 1:59:12, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9305, loss_cls: 0.8211, loss: 0.8211, grad_norm: 12.2392 2020-10-12 03:14:06,055 - mmaction - INFO - Epoch [47][1980/2640] lr: 1.000e-04, eta: 1:58:55, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.8768, loss: 0.8768, grad_norm: 12.3803 2020-10-12 03:14:22,496 - mmaction - INFO - Epoch [47][2000/2640] lr: 1.000e-04, eta: 1:58:38, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9180, loss_cls: 0.9044, loss: 0.9044, grad_norm: 12.7550 2020-10-12 03:14:39,310 - mmaction - INFO - Epoch [47][2020/2640] lr: 1.000e-04, eta: 1:58:22, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9266, loss_cls: 0.8874, loss: 0.8874, grad_norm: 12.6121 2020-10-12 03:14:55,797 - mmaction - INFO - Epoch [47][2040/2640] lr: 1.000e-04, eta: 1:58:05, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7898, top5_acc: 0.9320, loss_cls: 0.7977, loss: 0.7977, grad_norm: 11.7418 2020-10-12 03:15:12,524 - mmaction - INFO - Epoch [47][2060/2640] lr: 1.000e-04, eta: 1:57:49, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9211, loss_cls: 0.8454, loss: 0.8454, grad_norm: 12.4366 2020-10-12 03:15:29,067 - mmaction - INFO - Epoch [47][2080/2640] lr: 1.000e-04, eta: 1:57:32, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9250, loss_cls: 0.8516, loss: 0.8516, grad_norm: 12.0139 2020-10-12 03:15:45,675 - mmaction - INFO - Epoch [47][2100/2640] lr: 1.000e-04, eta: 1:57:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9383, loss_cls: 0.7756, loss: 0.7756, grad_norm: 12.3711 2020-10-12 03:16:02,168 - mmaction - INFO - Epoch [47][2120/2640] lr: 1.000e-04, eta: 1:56:59, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9289, loss_cls: 0.8140, loss: 0.8140, grad_norm: 12.7152 2020-10-12 03:16:18,796 - mmaction - INFO - Epoch [47][2140/2640] lr: 1.000e-04, eta: 1:56:42, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9234, loss_cls: 0.8800, loss: 0.8800, grad_norm: 12.2491 2020-10-12 03:16:35,341 - mmaction - INFO - Epoch [47][2160/2640] lr: 1.000e-04, eta: 1:56:25, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9328, loss_cls: 0.8238, loss: 0.8238, grad_norm: 12.1322 2020-10-12 03:16:51,926 - mmaction - INFO - Epoch [47][2180/2640] lr: 1.000e-04, eta: 1:56:09, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8400, loss: 0.8400, grad_norm: 12.6737 2020-10-12 03:17:08,460 - mmaction - INFO - Epoch [47][2200/2640] lr: 1.000e-04, eta: 1:55:52, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9297, loss_cls: 0.8475, loss: 0.8475, grad_norm: 12.0317 2020-10-12 03:17:25,217 - mmaction - INFO - Epoch [47][2220/2640] lr: 1.000e-04, eta: 1:55:35, time: 0.840, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8242, loss: 0.8242, grad_norm: 11.9712 2020-10-12 03:17:41,954 - mmaction - INFO - Epoch [47][2240/2640] lr: 1.000e-04, eta: 1:55:19, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8546, loss: 0.8546, grad_norm: 12.3922 2020-10-12 03:17:58,590 - mmaction - INFO - Epoch [47][2260/2640] lr: 1.000e-04, eta: 1:55:02, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9250, loss_cls: 0.8208, loss: 0.8208, grad_norm: 12.1979 2020-10-12 03:18:15,247 - mmaction - INFO - Epoch [47][2280/2640] lr: 1.000e-04, eta: 1:54:46, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8321, loss: 0.8321, grad_norm: 12.3622 2020-10-12 03:18:31,875 - mmaction - INFO - Epoch [47][2300/2640] lr: 1.000e-04, eta: 1:54:29, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9203, loss_cls: 0.8974, loss: 0.8974, grad_norm: 12.9876 2020-10-12 03:18:48,492 - mmaction - INFO - Epoch [47][2320/2640] lr: 1.000e-04, eta: 1:54:12, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9109, loss_cls: 0.9384, loss: 0.9384, grad_norm: 12.9003 2020-10-12 03:19:04,936 - mmaction - INFO - Epoch [47][2340/2640] lr: 1.000e-04, eta: 1:53:56, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9289, loss_cls: 0.8449, loss: 0.8449, grad_norm: 12.4288 2020-10-12 03:19:21,567 - mmaction - INFO - Epoch [47][2360/2640] lr: 1.000e-04, eta: 1:53:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8303, loss: 0.8303, grad_norm: 12.1100 2020-10-12 03:19:38,147 - mmaction - INFO - Epoch [47][2380/2640] lr: 1.000e-04, eta: 1:53:22, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9250, loss_cls: 0.8571, loss: 0.8571, grad_norm: 12.9851 2020-10-12 03:19:54,835 - mmaction - INFO - Epoch [47][2400/2640] lr: 1.000e-04, eta: 1:53:06, time: 0.835, data_time: 0.003, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.8962, loss: 0.8962, grad_norm: 12.9021 2020-10-12 03:20:11,404 - mmaction - INFO - Epoch [47][2420/2640] lr: 1.000e-04, eta: 1:52:49, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8485, loss: 0.8485, grad_norm: 12.1510 2020-10-12 03:20:28,136 - mmaction - INFO - Epoch [47][2440/2640] lr: 1.000e-04, eta: 1:52:33, time: 0.838, data_time: 0.005, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8189, loss: 0.8189, grad_norm: 11.8918 2020-10-12 03:20:44,686 - mmaction - INFO - Epoch [47][2460/2640] lr: 1.000e-04, eta: 1:52:16, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9359, loss_cls: 0.8606, loss: 0.8606, grad_norm: 12.6780 2020-10-12 03:21:01,258 - mmaction - INFO - Epoch [47][2480/2640] lr: 1.000e-04, eta: 1:51:59, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9352, loss_cls: 0.8061, loss: 0.8061, grad_norm: 11.6822 2020-10-12 03:21:18,016 - mmaction - INFO - Epoch [47][2500/2640] lr: 1.000e-04, eta: 1:51:43, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7531, top5_acc: 0.9266, loss_cls: 0.8752, loss: 0.8752, grad_norm: 12.9959 2020-10-12 03:21:34,487 - mmaction - INFO - Epoch [47][2520/2640] lr: 1.000e-04, eta: 1:51:26, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9219, loss_cls: 0.8467, loss: 0.8467, grad_norm: 12.3382 2020-10-12 03:21:51,066 - mmaction - INFO - Epoch [47][2540/2640] lr: 1.000e-04, eta: 1:51:09, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.9090, loss: 0.9090, grad_norm: 13.2421 2020-10-12 03:22:07,648 - mmaction - INFO - Epoch [47][2560/2640] lr: 1.000e-04, eta: 1:50:53, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9172, loss_cls: 0.8867, loss: 0.8867, grad_norm: 12.0825 2020-10-12 03:22:24,248 - mmaction - INFO - Epoch [47][2580/2640] lr: 1.000e-04, eta: 1:50:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9391, loss_cls: 0.7904, loss: 0.7904, grad_norm: 12.0417 2020-10-12 03:22:41,000 - mmaction - INFO - Epoch [47][2600/2640] lr: 1.000e-04, eta: 1:50:19, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9141, loss_cls: 0.8931, loss: 0.8931, grad_norm: 12.2682 2020-10-12 03:22:57,413 - mmaction - INFO - Epoch [47][2620/2640] lr: 1.000e-04, eta: 1:50:03, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9203, loss_cls: 0.8749, loss: 0.8749, grad_norm: 12.4736 2020-10-12 03:23:13,952 - mmaction - INFO - Epoch [47][2640/2640] lr: 1.000e-04, eta: 1:49:46, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9306, loss_cls: 0.8117, loss: 0.8117, grad_norm: 12.7597 2020-10-12 03:23:14,358 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-10-12 03:23:46,432 - mmaction - INFO - Epoch [48][20/2640] lr: 1.000e-04, eta: 1:49:30, time: 1.555, data_time: 0.695, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9266, loss_cls: 0.8382, loss: 0.8382, grad_norm: 12.5538 2020-10-12 03:24:02,831 - mmaction - INFO - Epoch [48][40/2640] lr: 1.000e-04, eta: 1:49:14, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9219, loss_cls: 0.8782, loss: 0.8782, grad_norm: 13.0094 2020-10-12 03:24:19,387 - mmaction - INFO - Epoch [48][60/2640] lr: 1.000e-04, eta: 1:48:57, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9289, loss_cls: 0.8731, loss: 0.8731, grad_norm: 12.6820 2020-10-12 03:24:35,908 - mmaction - INFO - Epoch [48][80/2640] lr: 1.000e-04, eta: 1:48:41, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9398, loss_cls: 0.7877, loss: 0.7877, grad_norm: 11.9677 2020-10-12 03:24:52,400 - mmaction - INFO - Epoch [48][100/2640] lr: 1.000e-04, eta: 1:48:24, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9297, loss_cls: 0.8298, loss: 0.8298, grad_norm: 12.5897 2020-10-12 03:25:08,911 - mmaction - INFO - Epoch [48][120/2640] lr: 1.000e-04, eta: 1:48:07, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9359, loss_cls: 0.8636, loss: 0.8636, grad_norm: 12.7097 2020-10-12 03:25:25,480 - mmaction - INFO - Epoch [48][140/2640] lr: 1.000e-04, eta: 1:47:51, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9297, loss_cls: 0.8239, loss: 0.8239, grad_norm: 12.4423 2020-10-12 03:25:42,067 - mmaction - INFO - Epoch [48][160/2640] lr: 1.000e-04, eta: 1:47:34, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9242, loss_cls: 0.8128, loss: 0.8128, grad_norm: 12.1872 2020-10-12 03:25:58,456 - mmaction - INFO - Epoch [48][180/2640] lr: 1.000e-04, eta: 1:47:17, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9328, loss_cls: 0.8366, loss: 0.8366, grad_norm: 12.1068 2020-10-12 03:26:15,078 - mmaction - INFO - Epoch [48][200/2640] lr: 1.000e-04, eta: 1:47:01, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9320, loss_cls: 0.8585, loss: 0.8585, grad_norm: 12.8712 2020-10-12 03:26:31,740 - mmaction - INFO - Epoch [48][220/2640] lr: 1.000e-04, eta: 1:46:44, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9461, loss_cls: 0.7779, loss: 0.7779, grad_norm: 12.2559 2020-10-12 03:26:48,479 - mmaction - INFO - Epoch [48][240/2640] lr: 1.000e-04, eta: 1:46:27, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9352, loss_cls: 0.8266, loss: 0.8266, grad_norm: 12.5574 2020-10-12 03:27:04,932 - mmaction - INFO - Epoch [48][260/2640] lr: 1.000e-04, eta: 1:46:11, time: 0.825, data_time: 0.007, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9281, loss_cls: 0.8586, loss: 0.8586, grad_norm: 12.7970 2020-10-12 03:27:21,549 - mmaction - INFO - Epoch [48][280/2640] lr: 1.000e-04, eta: 1:45:54, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9195, loss_cls: 0.8684, loss: 0.8684, grad_norm: 12.2226 2020-10-12 03:27:38,012 - mmaction - INFO - Epoch [48][300/2640] lr: 1.000e-04, eta: 1:45:37, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8618, loss: 0.8618, grad_norm: 12.5444 2020-10-12 03:27:54,699 - mmaction - INFO - Epoch [48][320/2640] lr: 1.000e-04, eta: 1:45:21, time: 0.835, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9305, loss_cls: 0.8779, loss: 0.8779, grad_norm: 12.4538 2020-10-12 03:28:11,214 - mmaction - INFO - Epoch [48][340/2640] lr: 1.000e-04, eta: 1:45:04, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9242, loss_cls: 0.8885, loss: 0.8885, grad_norm: 12.9010 2020-10-12 03:28:27,770 - mmaction - INFO - Epoch [48][360/2640] lr: 1.000e-04, eta: 1:44:48, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9289, loss_cls: 0.8830, loss: 0.8830, grad_norm: 12.5490 2020-10-12 03:28:44,623 - mmaction - INFO - Epoch [48][380/2640] lr: 1.000e-04, eta: 1:44:31, time: 0.838, data_time: 0.004, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.8720, loss: 0.8720, grad_norm: 12.4508 2020-10-12 03:29:01,019 - mmaction - INFO - Epoch [48][400/2640] lr: 1.000e-04, eta: 1:44:14, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9406, loss_cls: 0.8079, loss: 0.8079, grad_norm: 12.2270 2020-10-12 03:29:17,677 - mmaction - INFO - Epoch [48][420/2640] lr: 1.000e-04, eta: 1:43:58, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9352, loss_cls: 0.7852, loss: 0.7852, grad_norm: 12.1373 2020-10-12 03:29:34,233 - mmaction - INFO - Epoch [48][440/2640] lr: 1.000e-04, eta: 1:43:41, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9219, loss_cls: 0.9029, loss: 0.9029, grad_norm: 12.2322 2020-10-12 03:29:50,916 - mmaction - INFO - Epoch [48][460/2640] lr: 1.000e-04, eta: 1:43:24, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8604, loss: 0.8604, grad_norm: 12.3388 2020-10-12 03:30:07,562 - mmaction - INFO - Epoch [48][480/2640] lr: 1.000e-04, eta: 1:43:08, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9242, loss_cls: 0.8517, loss: 0.8517, grad_norm: 12.2469 2020-10-12 03:30:24,159 - mmaction - INFO - Epoch [48][500/2640] lr: 1.000e-04, eta: 1:42:51, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9383, loss_cls: 0.8228, loss: 0.8228, grad_norm: 12.8821 2020-10-12 03:30:40,881 - mmaction - INFO - Epoch [48][520/2640] lr: 1.000e-04, eta: 1:42:34, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8005, loss: 0.8005, grad_norm: 12.3606 2020-10-12 03:30:57,336 - mmaction - INFO - Epoch [48][540/2640] lr: 1.000e-04, eta: 1:42:18, time: 0.823, data_time: 0.003, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9227, loss_cls: 0.8934, loss: 0.8934, grad_norm: 12.9657 2020-10-12 03:31:13,943 - mmaction - INFO - Epoch [48][560/2640] lr: 1.000e-04, eta: 1:42:01, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9352, loss_cls: 0.8123, loss: 0.8123, grad_norm: 12.2390 2020-10-12 03:31:30,589 - mmaction - INFO - Epoch [48][580/2640] lr: 1.000e-04, eta: 1:41:45, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9352, loss_cls: 0.7910, loss: 0.7910, grad_norm: 12.0606 2020-10-12 03:31:47,282 - mmaction - INFO - Epoch [48][600/2640] lr: 1.000e-04, eta: 1:41:28, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9172, loss_cls: 0.8737, loss: 0.8737, grad_norm: 12.2943 2020-10-12 03:32:03,802 - mmaction - INFO - Epoch [48][620/2640] lr: 1.000e-04, eta: 1:41:11, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.8719, loss: 0.8719, grad_norm: 12.3991 2020-10-12 03:32:20,195 - mmaction - INFO - Epoch [48][640/2640] lr: 1.000e-04, eta: 1:40:55, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9055, loss_cls: 0.9529, loss: 0.9529, grad_norm: 12.8676 2020-10-12 03:32:36,739 - mmaction - INFO - Epoch [48][660/2640] lr: 1.000e-04, eta: 1:40:38, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9234, loss_cls: 0.8479, loss: 0.8479, grad_norm: 12.4620 2020-10-12 03:32:53,384 - mmaction - INFO - Epoch [48][680/2640] lr: 1.000e-04, eta: 1:40:21, time: 0.832, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9164, loss_cls: 0.8952, loss: 0.8952, grad_norm: 12.8875 2020-10-12 03:33:10,009 - mmaction - INFO - Epoch [48][700/2640] lr: 1.000e-04, eta: 1:40:05, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9281, loss_cls: 0.8733, loss: 0.8733, grad_norm: 12.8489 2020-10-12 03:33:26,459 - mmaction - INFO - Epoch [48][720/2640] lr: 1.000e-04, eta: 1:39:48, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9148, loss_cls: 0.9139, loss: 0.9139, grad_norm: 12.7611 2020-10-12 03:33:43,145 - mmaction - INFO - Epoch [48][740/2640] lr: 1.000e-04, eta: 1:39:31, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9305, loss_cls: 0.8355, loss: 0.8355, grad_norm: 12.2708 2020-10-12 03:33:59,638 - mmaction - INFO - Epoch [48][760/2640] lr: 1.000e-04, eta: 1:39:15, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9359, loss_cls: 0.8150, loss: 0.8150, grad_norm: 12.4923 2020-10-12 03:34:16,259 - mmaction - INFO - Epoch [48][780/2640] lr: 1.000e-04, eta: 1:38:58, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9227, loss_cls: 0.8894, loss: 0.8894, grad_norm: 12.6789 2020-10-12 03:34:32,733 - mmaction - INFO - Epoch [48][800/2640] lr: 1.000e-04, eta: 1:38:42, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9305, loss_cls: 0.8420, loss: 0.8420, grad_norm: 12.0619 2020-10-12 03:34:49,373 - mmaction - INFO - Epoch [48][820/2640] lr: 1.000e-04, eta: 1:38:25, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8229, loss: 0.8229, grad_norm: 11.8772 2020-10-12 03:35:06,171 - mmaction - INFO - Epoch [48][840/2640] lr: 1.000e-04, eta: 1:38:08, time: 0.843, data_time: 0.007, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9211, loss_cls: 0.8461, loss: 0.8461, grad_norm: 12.6030 2020-10-12 03:35:22,682 - mmaction - INFO - Epoch [48][860/2640] lr: 1.000e-04, eta: 1:37:52, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8204, loss: 0.8204, grad_norm: 11.9184 2020-10-12 03:35:39,198 - mmaction - INFO - Epoch [48][880/2640] lr: 1.000e-04, eta: 1:37:35, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.8047, top5_acc: 0.9398, loss_cls: 0.7675, loss: 0.7675, grad_norm: 11.7216 2020-10-12 03:35:55,652 - mmaction - INFO - Epoch [48][900/2640] lr: 1.000e-04, eta: 1:37:18, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9242, loss_cls: 0.8540, loss: 0.8540, grad_norm: 12.5372 2020-10-12 03:36:12,194 - mmaction - INFO - Epoch [48][920/2640] lr: 1.000e-04, eta: 1:37:02, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9289, loss_cls: 0.8420, loss: 0.8420, grad_norm: 12.3514 2020-10-12 03:36:28,828 - mmaction - INFO - Epoch [48][940/2640] lr: 1.000e-04, eta: 1:36:45, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9289, loss_cls: 0.8497, loss: 0.8497, grad_norm: 12.6917 2020-10-12 03:36:45,407 - mmaction - INFO - Epoch [48][960/2640] lr: 1.000e-04, eta: 1:36:28, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8544, loss: 0.8544, grad_norm: 12.3619 2020-10-12 03:37:01,919 - mmaction - INFO - Epoch [48][980/2640] lr: 1.000e-04, eta: 1:36:12, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8594, loss: 0.8594, grad_norm: 12.3204 2020-10-12 03:37:18,471 - mmaction - INFO - Epoch [48][1000/2640] lr: 1.000e-04, eta: 1:35:55, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9219, loss_cls: 0.8793, loss: 0.8793, grad_norm: 12.6189 2020-10-12 03:37:35,093 - mmaction - INFO - Epoch [48][1020/2640] lr: 1.000e-04, eta: 1:35:39, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9227, loss_cls: 0.8605, loss: 0.8605, grad_norm: 12.4629 2020-10-12 03:37:51,612 - mmaction - INFO - Epoch [48][1040/2640] lr: 1.000e-04, eta: 1:35:22, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9352, loss_cls: 0.8289, loss: 0.8289, grad_norm: 11.9949 2020-10-12 03:38:08,258 - mmaction - INFO - Epoch [48][1060/2640] lr: 1.000e-04, eta: 1:35:05, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9266, loss_cls: 0.8788, loss: 0.8788, grad_norm: 12.8219 2020-10-12 03:38:24,976 - mmaction - INFO - Epoch [48][1080/2640] lr: 1.000e-04, eta: 1:34:49, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9305, loss_cls: 0.8473, loss: 0.8473, grad_norm: 12.3715 2020-10-12 03:38:41,473 - mmaction - INFO - Epoch [48][1100/2640] lr: 1.000e-04, eta: 1:34:32, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9195, loss_cls: 0.8745, loss: 0.8745, grad_norm: 12.6465 2020-10-12 03:38:57,958 - mmaction - INFO - Epoch [48][1120/2640] lr: 1.000e-04, eta: 1:34:15, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9227, loss_cls: 0.8700, loss: 0.8700, grad_norm: 12.3453 2020-10-12 03:39:14,584 - mmaction - INFO - Epoch [48][1140/2640] lr: 1.000e-04, eta: 1:33:59, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9273, loss_cls: 0.8268, loss: 0.8268, grad_norm: 12.4433 2020-10-12 03:39:31,219 - mmaction - INFO - Epoch [48][1160/2640] lr: 1.000e-04, eta: 1:33:42, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7945, top5_acc: 0.9234, loss_cls: 0.7971, loss: 0.7971, grad_norm: 11.7132 2020-10-12 03:39:47,757 - mmaction - INFO - Epoch [48][1180/2640] lr: 1.000e-04, eta: 1:33:25, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9211, loss_cls: 0.8648, loss: 0.8648, grad_norm: 12.3948 2020-10-12 03:40:04,316 - mmaction - INFO - Epoch [48][1200/2640] lr: 1.000e-04, eta: 1:33:09, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9187, loss_cls: 0.9136, loss: 0.9136, grad_norm: 12.5795 2020-10-12 03:40:20,823 - mmaction - INFO - Epoch [48][1220/2640] lr: 1.000e-04, eta: 1:32:52, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9242, loss_cls: 0.8370, loss: 0.8370, grad_norm: 12.4696 2020-10-12 03:40:37,495 - mmaction - INFO - Epoch [48][1240/2640] lr: 1.000e-04, eta: 1:32:35, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7398, top5_acc: 0.9156, loss_cls: 0.9363, loss: 0.9363, grad_norm: 13.1153 2020-10-12 03:40:53,980 - mmaction - INFO - Epoch [48][1260/2640] lr: 1.000e-04, eta: 1:32:19, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9125, loss_cls: 0.9427, loss: 0.9427, grad_norm: 13.1991 2020-10-12 03:41:10,595 - mmaction - INFO - Epoch [48][1280/2640] lr: 1.000e-04, eta: 1:32:02, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9336, loss_cls: 0.8092, loss: 0.8092, grad_norm: 11.9438 2020-10-12 03:41:27,128 - mmaction - INFO - Epoch [48][1300/2640] lr: 1.000e-04, eta: 1:31:46, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9234, loss_cls: 0.9333, loss: 0.9333, grad_norm: 12.7385 2020-10-12 03:41:43,834 - mmaction - INFO - Epoch [48][1320/2640] lr: 1.000e-04, eta: 1:31:29, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9234, loss_cls: 0.8714, loss: 0.8714, grad_norm: 12.3514 2020-10-12 03:42:00,450 - mmaction - INFO - Epoch [48][1340/2640] lr: 1.000e-04, eta: 1:31:12, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9367, loss_cls: 0.7984, loss: 0.7984, grad_norm: 11.6150 2020-10-12 03:42:17,053 - mmaction - INFO - Epoch [48][1360/2640] lr: 1.000e-04, eta: 1:30:56, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.8857, loss: 0.8857, grad_norm: 12.9470 2020-10-12 03:42:33,614 - mmaction - INFO - Epoch [48][1380/2640] lr: 1.000e-04, eta: 1:30:39, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9344, loss_cls: 0.8678, loss: 0.8678, grad_norm: 12.7758 2020-10-12 03:42:50,123 - mmaction - INFO - Epoch [48][1400/2640] lr: 1.000e-04, eta: 1:30:22, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9289, loss_cls: 0.8884, loss: 0.8884, grad_norm: 12.6530 2020-10-12 03:43:06,794 - mmaction - INFO - Epoch [48][1420/2640] lr: 1.000e-04, eta: 1:30:06, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9289, loss_cls: 0.8633, loss: 0.8633, grad_norm: 12.7638 2020-10-12 03:43:23,251 - mmaction - INFO - Epoch [48][1440/2640] lr: 1.000e-04, eta: 1:29:49, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9125, loss_cls: 0.9008, loss: 0.9008, grad_norm: 12.8273 2020-10-12 03:43:39,752 - mmaction - INFO - Epoch [48][1460/2640] lr: 1.000e-04, eta: 1:29:32, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9156, loss_cls: 0.8776, loss: 0.8776, grad_norm: 13.0217 2020-10-12 03:43:56,134 - mmaction - INFO - Epoch [48][1480/2640] lr: 1.000e-04, eta: 1:29:16, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9313, loss_cls: 0.8062, loss: 0.8062, grad_norm: 12.0258 2020-10-12 03:44:12,890 - mmaction - INFO - Epoch [48][1500/2640] lr: 1.000e-04, eta: 1:28:59, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9273, loss_cls: 0.8640, loss: 0.8640, grad_norm: 12.4466 2020-10-12 03:44:29,406 - mmaction - INFO - Epoch [48][1520/2640] lr: 1.000e-04, eta: 1:28:43, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9203, loss_cls: 0.8290, loss: 0.8290, grad_norm: 11.9132 2020-10-12 03:44:45,944 - mmaction - INFO - Epoch [48][1540/2640] lr: 1.000e-04, eta: 1:28:26, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9430, loss_cls: 0.7919, loss: 0.7919, grad_norm: 12.2348 2020-10-12 03:45:02,675 - mmaction - INFO - Epoch [48][1560/2640] lr: 1.000e-04, eta: 1:28:09, time: 0.839, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8342, loss: 0.8342, grad_norm: 12.3974 2020-10-12 03:45:19,130 - mmaction - INFO - Epoch [48][1580/2640] lr: 1.000e-04, eta: 1:27:53, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9281, loss_cls: 0.8097, loss: 0.8097, grad_norm: 12.4858 2020-10-12 03:45:35,757 - mmaction - INFO - Epoch [48][1600/2640] lr: 1.000e-04, eta: 1:27:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.8000, top5_acc: 0.9281, loss_cls: 0.7930, loss: 0.7930, grad_norm: 11.9479 2020-10-12 03:45:52,192 - mmaction - INFO - Epoch [48][1620/2640] lr: 1.000e-04, eta: 1:27:19, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9289, loss_cls: 0.8808, loss: 0.8808, grad_norm: 12.6259 2020-10-12 03:46:08,794 - mmaction - INFO - Epoch [48][1640/2640] lr: 1.000e-04, eta: 1:27:03, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9367, loss_cls: 0.8441, loss: 0.8441, grad_norm: 12.1949 2020-10-12 03:46:25,363 - mmaction - INFO - Epoch [48][1660/2640] lr: 1.000e-04, eta: 1:26:46, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.7780, loss: 0.7780, grad_norm: 11.8393 2020-10-12 03:46:41,960 - mmaction - INFO - Epoch [48][1680/2640] lr: 1.000e-04, eta: 1:26:29, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7984, top5_acc: 0.9391, loss_cls: 0.7671, loss: 0.7671, grad_norm: 11.4900 2020-10-12 03:46:58,425 - mmaction - INFO - Epoch [48][1700/2640] lr: 1.000e-04, eta: 1:26:13, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8367, loss: 0.8367, grad_norm: 12.1438 2020-10-12 03:47:15,132 - mmaction - INFO - Epoch [48][1720/2640] lr: 1.000e-04, eta: 1:25:56, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9266, loss_cls: 0.8350, loss: 0.8350, grad_norm: 12.2663 2020-10-12 03:47:31,610 - mmaction - INFO - Epoch [48][1740/2640] lr: 1.000e-04, eta: 1:25:40, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9367, loss_cls: 0.8131, loss: 0.8131, grad_norm: 12.3462 2020-10-12 03:47:48,344 - mmaction - INFO - Epoch [48][1760/2640] lr: 1.000e-04, eta: 1:25:23, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7562, top5_acc: 0.9141, loss_cls: 0.8925, loss: 0.8925, grad_norm: 12.4398 2020-10-12 03:48:04,985 - mmaction - INFO - Epoch [48][1780/2640] lr: 1.000e-04, eta: 1:25:06, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9305, loss_cls: 0.8079, loss: 0.8079, grad_norm: 12.3374 2020-10-12 03:48:21,523 - mmaction - INFO - Epoch [48][1800/2640] lr: 1.000e-04, eta: 1:24:50, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8349, loss: 0.8349, grad_norm: 12.0058 2020-10-12 03:48:37,946 - mmaction - INFO - Epoch [48][1820/2640] lr: 1.000e-04, eta: 1:24:33, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9141, loss_cls: 0.9197, loss: 0.9197, grad_norm: 12.5572 2020-10-12 03:48:54,361 - mmaction - INFO - Epoch [48][1840/2640] lr: 1.000e-04, eta: 1:24:16, time: 0.821, data_time: 0.002, memory: 9800, top1_acc: 0.7461, top5_acc: 0.9180, loss_cls: 0.9434, loss: 0.9434, grad_norm: 13.2517 2020-10-12 03:49:10,991 - mmaction - INFO - Epoch [48][1860/2640] lr: 1.000e-04, eta: 1:24:00, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8442, loss: 0.8442, grad_norm: 12.1797 2020-10-12 03:49:27,501 - mmaction - INFO - Epoch [48][1880/2640] lr: 1.000e-04, eta: 1:23:43, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9313, loss_cls: 0.8308, loss: 0.8308, grad_norm: 12.0350 2020-10-12 03:49:44,235 - mmaction - INFO - Epoch [48][1900/2640] lr: 1.000e-04, eta: 1:23:26, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7977, top5_acc: 0.9352, loss_cls: 0.7852, loss: 0.7852, grad_norm: 12.1474 2020-10-12 03:50:00,817 - mmaction - INFO - Epoch [48][1920/2640] lr: 1.000e-04, eta: 1:23:10, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9125, loss_cls: 0.8792, loss: 0.8792, grad_norm: 12.6149 2020-10-12 03:50:17,333 - mmaction - INFO - Epoch [48][1940/2640] lr: 1.000e-04, eta: 1:22:53, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9320, loss_cls: 0.8423, loss: 0.8423, grad_norm: 12.5114 2020-10-12 03:50:33,790 - mmaction - INFO - Epoch [48][1960/2640] lr: 1.000e-04, eta: 1:22:37, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9250, loss_cls: 0.8369, loss: 0.8369, grad_norm: 12.5823 2020-10-12 03:50:50,371 - mmaction - INFO - Epoch [48][1980/2640] lr: 1.000e-04, eta: 1:22:20, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.8047, loss: 0.8047, grad_norm: 12.6595 2020-10-12 03:51:06,903 - mmaction - INFO - Epoch [48][2000/2640] lr: 1.000e-04, eta: 1:22:03, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9359, loss_cls: 0.8554, loss: 0.8554, grad_norm: 12.9240 2020-10-12 03:51:23,353 - mmaction - INFO - Epoch [48][2020/2640] lr: 1.000e-04, eta: 1:21:47, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9242, loss_cls: 0.8711, loss: 0.8711, grad_norm: 12.2147 2020-10-12 03:51:40,027 - mmaction - INFO - Epoch [48][2040/2640] lr: 1.000e-04, eta: 1:21:30, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.8031, top5_acc: 0.9313, loss_cls: 0.7458, loss: 0.7458, grad_norm: 11.9950 2020-10-12 03:51:56,637 - mmaction - INFO - Epoch [48][2060/2640] lr: 1.000e-04, eta: 1:21:13, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9328, loss_cls: 0.8470, loss: 0.8470, grad_norm: 12.3377 2020-10-12 03:52:13,125 - mmaction - INFO - Epoch [48][2080/2640] lr: 1.000e-04, eta: 1:20:57, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9242, loss_cls: 0.8634, loss: 0.8634, grad_norm: 12.3018 2020-10-12 03:52:30,197 - mmaction - INFO - Epoch [48][2100/2640] lr: 1.000e-04, eta: 1:20:40, time: 0.851, data_time: 0.004, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9227, loss_cls: 0.9014, loss: 0.9014, grad_norm: 13.0531 2020-10-12 03:52:46,798 - mmaction - INFO - Epoch [48][2120/2640] lr: 1.000e-04, eta: 1:20:23, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.8801, loss: 0.8801, grad_norm: 13.0273 2020-10-12 03:53:03,327 - mmaction - INFO - Epoch [48][2140/2640] lr: 1.000e-04, eta: 1:20:07, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9266, loss_cls: 0.8404, loss: 0.8404, grad_norm: 12.7080 2020-10-12 03:53:19,801 - mmaction - INFO - Epoch [48][2160/2640] lr: 1.000e-04, eta: 1:19:50, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9273, loss_cls: 0.8304, loss: 0.8304, grad_norm: 12.7999 2020-10-12 03:53:36,499 - mmaction - INFO - Epoch [48][2180/2640] lr: 1.000e-04, eta: 1:19:34, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7438, top5_acc: 0.9227, loss_cls: 0.8955, loss: 0.8955, grad_norm: 13.0534 2020-10-12 03:53:53,267 - mmaction - INFO - Epoch [48][2200/2640] lr: 1.000e-04, eta: 1:19:17, time: 0.838, data_time: 0.021, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9195, loss_cls: 0.8287, loss: 0.8287, grad_norm: 12.4452 2020-10-12 03:54:09,881 - mmaction - INFO - Epoch [48][2220/2640] lr: 1.000e-04, eta: 1:19:00, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9305, loss_cls: 0.8338, loss: 0.8338, grad_norm: 12.6344 2020-10-12 03:54:26,557 - mmaction - INFO - Epoch [48][2240/2640] lr: 1.000e-04, eta: 1:18:44, time: 0.834, data_time: 0.003, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9352, loss_cls: 0.8600, loss: 0.8600, grad_norm: 12.5170 2020-10-12 03:54:43,051 - mmaction - INFO - Epoch [48][2260/2640] lr: 1.000e-04, eta: 1:18:27, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9273, loss_cls: 0.8379, loss: 0.8379, grad_norm: 11.6894 2020-10-12 03:54:59,526 - mmaction - INFO - Epoch [48][2280/2640] lr: 1.000e-04, eta: 1:18:10, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9281, loss_cls: 0.8285, loss: 0.8285, grad_norm: 12.1662 2020-10-12 03:55:16,055 - mmaction - INFO - Epoch [48][2300/2640] lr: 1.000e-04, eta: 1:17:54, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9273, loss_cls: 0.8805, loss: 0.8805, grad_norm: 12.2863 2020-10-12 03:55:32,545 - mmaction - INFO - Epoch [48][2320/2640] lr: 1.000e-04, eta: 1:17:37, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9289, loss_cls: 0.8444, loss: 0.8444, grad_norm: 12.3812 2020-10-12 03:55:49,133 - mmaction - INFO - Epoch [48][2340/2640] lr: 1.000e-04, eta: 1:17:20, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9234, loss_cls: 0.8931, loss: 0.8931, grad_norm: 12.4930 2020-10-12 03:56:05,787 - mmaction - INFO - Epoch [48][2360/2640] lr: 1.000e-04, eta: 1:17:04, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9266, loss_cls: 0.8522, loss: 0.8522, grad_norm: 12.8399 2020-10-12 03:56:22,321 - mmaction - INFO - Epoch [48][2380/2640] lr: 1.000e-04, eta: 1:16:47, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9203, loss_cls: 0.8874, loss: 0.8874, grad_norm: 12.7776 2020-10-12 03:56:38,782 - mmaction - INFO - Epoch [48][2400/2640] lr: 1.000e-04, eta: 1:16:31, time: 0.826, data_time: 0.007, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9391, loss_cls: 0.7911, loss: 0.7911, grad_norm: 12.3653 2020-10-12 03:56:55,352 - mmaction - INFO - Epoch [48][2420/2640] lr: 1.000e-04, eta: 1:16:14, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9320, loss_cls: 0.8361, loss: 0.8361, grad_norm: 12.7138 2020-10-12 03:57:11,991 - mmaction - INFO - Epoch [48][2440/2640] lr: 1.000e-04, eta: 1:15:57, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9250, loss_cls: 0.8760, loss: 0.8760, grad_norm: 12.7256 2020-10-12 03:57:28,537 - mmaction - INFO - Epoch [48][2460/2640] lr: 1.000e-04, eta: 1:15:41, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9305, loss_cls: 0.8401, loss: 0.8401, grad_norm: 12.0799 2020-10-12 03:57:45,156 - mmaction - INFO - Epoch [48][2480/2640] lr: 1.000e-04, eta: 1:15:24, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9266, loss_cls: 0.8225, loss: 0.8225, grad_norm: 12.1976 2020-10-12 03:58:02,628 - mmaction - INFO - Epoch [48][2500/2640] lr: 1.000e-04, eta: 1:15:07, time: 0.874, data_time: 0.004, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9203, loss_cls: 0.8650, loss: 0.8650, grad_norm: 12.4183 2020-10-12 03:58:19,254 - mmaction - INFO - Epoch [48][2520/2640] lr: 1.000e-04, eta: 1:14:51, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9305, loss_cls: 0.8367, loss: 0.8367, grad_norm: 12.5994 2020-10-12 03:58:35,691 - mmaction - INFO - Epoch [48][2540/2640] lr: 1.000e-04, eta: 1:14:34, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9305, loss_cls: 0.8765, loss: 0.8765, grad_norm: 13.0054 2020-10-12 03:58:52,100 - mmaction - INFO - Epoch [48][2560/2640] lr: 1.000e-04, eta: 1:14:17, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9203, loss_cls: 0.8306, loss: 0.8306, grad_norm: 12.0073 2020-10-12 03:59:08,678 - mmaction - INFO - Epoch [48][2580/2640] lr: 1.000e-04, eta: 1:14:01, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9117, loss_cls: 0.9444, loss: 0.9444, grad_norm: 13.2740 2020-10-12 03:59:25,260 - mmaction - INFO - Epoch [48][2600/2640] lr: 1.000e-04, eta: 1:13:44, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9187, loss_cls: 0.8923, loss: 0.8923, grad_norm: 12.7811 2020-10-12 03:59:41,956 - mmaction - INFO - Epoch [48][2620/2640] lr: 1.000e-04, eta: 1:13:28, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9234, loss_cls: 0.8826, loss: 0.8826, grad_norm: 12.7760 2020-10-12 03:59:57,903 - mmaction - INFO - Epoch [48][2640/2640] lr: 1.000e-04, eta: 1:13:11, time: 0.795, data_time: 0.002, memory: 9800, top1_acc: 0.7992, top5_acc: 0.9419, loss_cls: 0.7548, loss: 0.7548, grad_norm: 12.0937 2020-10-12 03:59:58,118 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-12 04:00:29,468 - mmaction - INFO - Epoch [49][20/2640] lr: 1.000e-04, eta: 1:12:55, time: 1.432, data_time: 0.467, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9289, loss_cls: 0.8038, loss: 0.8038, grad_norm: 12.1092 2020-10-12 04:00:46,063 - mmaction - INFO - Epoch [49][40/2640] lr: 1.000e-04, eta: 1:12:38, time: 0.835, data_time: 0.012, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9383, loss_cls: 0.8293, loss: 0.8293, grad_norm: 12.5770 2020-10-12 04:01:02,567 - mmaction - INFO - Epoch [49][60/2640] lr: 1.000e-04, eta: 1:12:21, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8408, loss: 0.8408, grad_norm: 12.2848 2020-10-12 04:01:19,014 - mmaction - INFO - Epoch [49][80/2640] lr: 1.000e-04, eta: 1:12:05, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9336, loss_cls: 0.8272, loss: 0.8272, grad_norm: 12.7763 2020-10-12 04:01:35,520 - mmaction - INFO - Epoch [49][100/2640] lr: 1.000e-04, eta: 1:11:48, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7945, top5_acc: 0.9414, loss_cls: 0.7755, loss: 0.7755, grad_norm: 12.2456 2020-10-12 04:01:51,909 - mmaction - INFO - Epoch [49][120/2640] lr: 1.000e-04, eta: 1:11:32, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9383, loss_cls: 0.8422, loss: 0.8422, grad_norm: 12.8132 2020-10-12 04:02:08,516 - mmaction - INFO - Epoch [49][140/2640] lr: 1.000e-04, eta: 1:11:15, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9383, loss_cls: 0.7685, loss: 0.7685, grad_norm: 11.8996 2020-10-12 04:02:25,079 - mmaction - INFO - Epoch [49][160/2640] lr: 1.000e-04, eta: 1:10:58, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7945, top5_acc: 0.9266, loss_cls: 0.7902, loss: 0.7902, grad_norm: 11.9148 2020-10-12 04:02:41,584 - mmaction - INFO - Epoch [49][180/2640] lr: 1.000e-04, eta: 1:10:42, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9352, loss_cls: 0.8349, loss: 0.8349, grad_norm: 12.7020 2020-10-12 04:02:58,053 - mmaction - INFO - Epoch [49][200/2640] lr: 1.000e-04, eta: 1:10:25, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.7774, loss: 0.7774, grad_norm: 11.6592 2020-10-12 04:03:14,587 - mmaction - INFO - Epoch [49][220/2640] lr: 1.000e-04, eta: 1:10:08, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9234, loss_cls: 0.8867, loss: 0.8867, grad_norm: 12.3917 2020-10-12 04:03:31,325 - mmaction - INFO - Epoch [49][240/2640] lr: 1.000e-04, eta: 1:09:52, time: 0.838, data_time: 0.006, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9375, loss_cls: 0.8243, loss: 0.8243, grad_norm: 12.7155 2020-10-12 04:03:47,835 - mmaction - INFO - Epoch [49][260/2640] lr: 1.000e-04, eta: 1:09:35, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8350, loss: 0.8350, grad_norm: 12.4158 2020-10-12 04:04:04,474 - mmaction - INFO - Epoch [49][280/2640] lr: 1.000e-04, eta: 1:09:18, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9266, loss_cls: 0.8238, loss: 0.8238, grad_norm: 12.3727 2020-10-12 04:04:20,905 - mmaction - INFO - Epoch [49][300/2640] lr: 1.000e-04, eta: 1:09:02, time: 0.824, data_time: 0.006, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9398, loss_cls: 0.7864, loss: 0.7864, grad_norm: 12.3618 2020-10-12 04:04:37,648 - mmaction - INFO - Epoch [49][320/2640] lr: 1.000e-04, eta: 1:08:45, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9258, loss_cls: 0.9099, loss: 0.9099, grad_norm: 12.8104 2020-10-12 04:04:54,081 - mmaction - INFO - Epoch [49][340/2640] lr: 1.000e-04, eta: 1:08:29, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9320, loss_cls: 0.8169, loss: 0.8169, grad_norm: 12.1129 2020-10-12 04:05:10,796 - mmaction - INFO - Epoch [49][360/2640] lr: 1.000e-04, eta: 1:08:12, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9156, loss_cls: 0.8608, loss: 0.8608, grad_norm: 13.0900 2020-10-12 04:05:27,366 - mmaction - INFO - Epoch [49][380/2640] lr: 1.000e-04, eta: 1:07:55, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9313, loss_cls: 0.8322, loss: 0.8322, grad_norm: 12.7633 2020-10-12 04:05:43,965 - mmaction - INFO - Epoch [49][400/2640] lr: 1.000e-04, eta: 1:07:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9391, loss_cls: 0.8063, loss: 0.8063, grad_norm: 12.3241 2020-10-12 04:06:00,556 - mmaction - INFO - Epoch [49][420/2640] lr: 1.000e-04, eta: 1:07:22, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9148, loss_cls: 0.8947, loss: 0.8947, grad_norm: 12.5632 2020-10-12 04:06:17,139 - mmaction - INFO - Epoch [49][440/2640] lr: 1.000e-04, eta: 1:07:05, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7445, top5_acc: 0.9273, loss_cls: 0.9313, loss: 0.9313, grad_norm: 13.3088 2020-10-12 04:06:33,667 - mmaction - INFO - Epoch [49][460/2640] lr: 1.000e-04, eta: 1:06:49, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9414, loss_cls: 0.7819, loss: 0.7819, grad_norm: 12.1715 2020-10-12 04:06:50,114 - mmaction - INFO - Epoch [49][480/2640] lr: 1.000e-04, eta: 1:06:32, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8649, loss: 0.8649, grad_norm: 12.9538 2020-10-12 04:07:06,725 - mmaction - INFO - Epoch [49][500/2640] lr: 1.000e-04, eta: 1:06:15, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9305, loss_cls: 0.8137, loss: 0.8137, grad_norm: 12.1569 2020-10-12 04:07:24,506 - mmaction - INFO - Epoch [49][520/2640] lr: 1.000e-04, eta: 1:05:59, time: 0.891, data_time: 0.006, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8091, loss: 0.8091, grad_norm: 12.4380 2020-10-12 04:07:41,225 - mmaction - INFO - Epoch [49][540/2640] lr: 1.000e-04, eta: 1:05:42, time: 0.836, data_time: 0.006, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9336, loss_cls: 0.8151, loss: 0.8151, grad_norm: 12.4294 2020-10-12 04:07:57,674 - mmaction - INFO - Epoch [49][560/2640] lr: 1.000e-04, eta: 1:05:26, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.7903, loss: 0.7903, grad_norm: 12.2076 2020-10-12 04:08:14,260 - mmaction - INFO - Epoch [49][580/2640] lr: 1.000e-04, eta: 1:05:09, time: 0.827, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9203, loss_cls: 0.8918, loss: 0.8918, grad_norm: 12.7010 2020-10-12 04:08:30,867 - mmaction - INFO - Epoch [49][600/2640] lr: 1.000e-04, eta: 1:04:52, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9359, loss_cls: 0.8228, loss: 0.8228, grad_norm: 12.4176 2020-10-12 04:08:47,560 - mmaction - INFO - Epoch [49][620/2640] lr: 1.000e-04, eta: 1:04:36, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9195, loss_cls: 0.9078, loss: 0.9078, grad_norm: 12.5602 2020-10-12 04:09:04,063 - mmaction - INFO - Epoch [49][640/2640] lr: 1.000e-04, eta: 1:04:19, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9398, loss_cls: 0.7949, loss: 0.7949, grad_norm: 12.7949 2020-10-12 04:09:20,704 - mmaction - INFO - Epoch [49][660/2640] lr: 1.000e-04, eta: 1:04:02, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9289, loss_cls: 0.8181, loss: 0.8181, grad_norm: 12.0237 2020-10-12 04:09:37,340 - mmaction - INFO - Epoch [49][680/2640] lr: 1.000e-04, eta: 1:03:46, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9109, loss_cls: 0.9487, loss: 0.9487, grad_norm: 13.0311 2020-10-12 04:09:54,017 - mmaction - INFO - Epoch [49][700/2640] lr: 1.000e-04, eta: 1:03:29, time: 0.834, data_time: 0.002, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9359, loss_cls: 0.7853, loss: 0.7853, grad_norm: 12.0373 2020-10-12 04:10:10,615 - mmaction - INFO - Epoch [49][720/2640] lr: 1.000e-04, eta: 1:03:12, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9313, loss_cls: 0.8034, loss: 0.8034, grad_norm: 12.3537 2020-10-12 04:10:27,136 - mmaction - INFO - Epoch [49][740/2640] lr: 1.000e-04, eta: 1:02:56, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9320, loss_cls: 0.8640, loss: 0.8640, grad_norm: 12.6050 2020-10-12 04:10:43,794 - mmaction - INFO - Epoch [49][760/2640] lr: 1.000e-04, eta: 1:02:39, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9352, loss_cls: 0.8506, loss: 0.8506, grad_norm: 12.8097 2020-10-12 04:11:00,193 - mmaction - INFO - Epoch [49][780/2640] lr: 1.000e-04, eta: 1:02:23, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9227, loss_cls: 0.8722, loss: 0.8722, grad_norm: 12.6236 2020-10-12 04:11:16,976 - mmaction - INFO - Epoch [49][800/2640] lr: 1.000e-04, eta: 1:02:06, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7953, top5_acc: 0.9445, loss_cls: 0.7701, loss: 0.7701, grad_norm: 12.5000 2020-10-12 04:11:33,592 - mmaction - INFO - Epoch [49][820/2640] lr: 1.000e-04, eta: 1:01:49, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.7898, loss: 0.7898, grad_norm: 11.8066 2020-10-12 04:11:50,154 - mmaction - INFO - Epoch [49][840/2640] lr: 1.000e-04, eta: 1:01:33, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9375, loss_cls: 0.7833, loss: 0.7833, grad_norm: 11.9285 2020-10-12 04:12:06,885 - mmaction - INFO - Epoch [49][860/2640] lr: 1.000e-04, eta: 1:01:16, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9242, loss_cls: 0.8815, loss: 0.8815, grad_norm: 13.1059 2020-10-12 04:12:23,339 - mmaction - INFO - Epoch [49][880/2640] lr: 1.000e-04, eta: 1:00:59, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9133, loss_cls: 0.9057, loss: 0.9057, grad_norm: 13.0252 2020-10-12 04:12:40,030 - mmaction - INFO - Epoch [49][900/2640] lr: 1.000e-04, eta: 1:00:43, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9258, loss_cls: 0.8593, loss: 0.8593, grad_norm: 12.7388 2020-10-12 04:12:56,519 - mmaction - INFO - Epoch [49][920/2640] lr: 1.000e-04, eta: 1:00:26, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9344, loss_cls: 0.8476, loss: 0.8476, grad_norm: 12.4933 2020-10-12 04:13:13,084 - mmaction - INFO - Epoch [49][940/2640] lr: 1.000e-04, eta: 1:00:09, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9336, loss_cls: 0.8302, loss: 0.8302, grad_norm: 12.4931 2020-10-12 04:13:29,678 - mmaction - INFO - Epoch [49][960/2640] lr: 1.000e-04, eta: 0:59:53, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9367, loss_cls: 0.8309, loss: 0.8309, grad_norm: 12.6004 2020-10-12 04:13:46,304 - mmaction - INFO - Epoch [49][980/2640] lr: 1.000e-04, eta: 0:59:36, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9266, loss_cls: 0.7885, loss: 0.7885, grad_norm: 12.0840 2020-10-12 04:14:02,869 - mmaction - INFO - Epoch [49][1000/2640] lr: 1.000e-04, eta: 0:59:20, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9305, loss_cls: 0.7859, loss: 0.7859, grad_norm: 12.2913 2020-10-12 04:14:19,416 - mmaction - INFO - Epoch [49][1020/2640] lr: 1.000e-04, eta: 0:59:03, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9164, loss_cls: 0.8628, loss: 0.8628, grad_norm: 12.4436 2020-10-12 04:14:36,056 - mmaction - INFO - Epoch [49][1040/2640] lr: 1.000e-04, eta: 0:58:46, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9250, loss_cls: 0.8605, loss: 0.8605, grad_norm: 12.7766 2020-10-12 04:14:52,637 - mmaction - INFO - Epoch [49][1060/2640] lr: 1.000e-04, eta: 0:58:30, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9281, loss_cls: 0.8498, loss: 0.8498, grad_norm: 12.6591 2020-10-12 04:15:09,216 - mmaction - INFO - Epoch [49][1080/2640] lr: 1.000e-04, eta: 0:58:13, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9305, loss_cls: 0.8242, loss: 0.8242, grad_norm: 12.5238 2020-10-12 04:15:25,679 - mmaction - INFO - Epoch [49][1100/2640] lr: 1.000e-04, eta: 0:57:56, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9359, loss_cls: 0.8170, loss: 0.8170, grad_norm: 12.3868 2020-10-12 04:15:42,333 - mmaction - INFO - Epoch [49][1120/2640] lr: 1.000e-04, eta: 0:57:40, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9227, loss_cls: 0.8441, loss: 0.8441, grad_norm: 12.2465 2020-10-12 04:15:58,913 - mmaction - INFO - Epoch [49][1140/2640] lr: 1.000e-04, eta: 0:57:23, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9062, loss_cls: 0.9440, loss: 0.9440, grad_norm: 13.1009 2020-10-12 04:16:15,468 - mmaction - INFO - Epoch [49][1160/2640] lr: 1.000e-04, eta: 0:57:06, time: 0.825, data_time: 0.006, memory: 9800, top1_acc: 0.7547, top5_acc: 0.9227, loss_cls: 0.9262, loss: 0.9262, grad_norm: 13.2073 2020-10-12 04:16:32,089 - mmaction - INFO - Epoch [49][1180/2640] lr: 1.000e-04, eta: 0:56:50, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9258, loss_cls: 0.8032, loss: 0.8032, grad_norm: 12.0265 2020-10-12 04:16:48,583 - mmaction - INFO - Epoch [49][1200/2640] lr: 1.000e-04, eta: 0:56:33, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9375, loss_cls: 0.7914, loss: 0.7914, grad_norm: 12.3153 2020-10-12 04:17:05,194 - mmaction - INFO - Epoch [49][1220/2640] lr: 1.000e-04, eta: 0:56:17, time: 0.832, data_time: 0.006, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9430, loss_cls: 0.7881, loss: 0.7881, grad_norm: 12.1249 2020-10-12 04:17:21,660 - mmaction - INFO - Epoch [49][1240/2640] lr: 1.000e-04, eta: 0:56:00, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9422, loss_cls: 0.7918, loss: 0.7918, grad_norm: 12.5891 2020-10-12 04:17:38,266 - mmaction - INFO - Epoch [49][1260/2640] lr: 1.000e-04, eta: 0:55:43, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9234, loss_cls: 0.8765, loss: 0.8765, grad_norm: 13.1838 2020-10-12 04:17:54,806 - mmaction - INFO - Epoch [49][1280/2640] lr: 1.000e-04, eta: 0:55:27, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.8904, loss: 0.8904, grad_norm: 13.2973 2020-10-12 04:18:11,479 - mmaction - INFO - Epoch [49][1300/2640] lr: 1.000e-04, eta: 0:55:10, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9164, loss_cls: 0.8951, loss: 0.8951, grad_norm: 13.0029 2020-10-12 04:18:27,997 - mmaction - INFO - Epoch [49][1320/2640] lr: 1.000e-04, eta: 0:54:53, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9414, loss_cls: 0.7800, loss: 0.7800, grad_norm: 12.0779 2020-10-12 04:18:44,617 - mmaction - INFO - Epoch [49][1340/2640] lr: 1.000e-04, eta: 0:54:37, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9320, loss_cls: 0.8324, loss: 0.8324, grad_norm: 12.1929 2020-10-12 04:19:01,074 - mmaction - INFO - Epoch [49][1360/2640] lr: 1.000e-04, eta: 0:54:20, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9336, loss_cls: 0.8129, loss: 0.8129, grad_norm: 12.3119 2020-10-12 04:19:17,689 - mmaction - INFO - Epoch [49][1380/2640] lr: 1.000e-04, eta: 0:54:03, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9211, loss_cls: 0.8828, loss: 0.8828, grad_norm: 13.0471 2020-10-12 04:19:34,835 - mmaction - INFO - Epoch [49][1400/2640] lr: 1.000e-04, eta: 0:53:47, time: 0.859, data_time: 0.005, memory: 9800, top1_acc: 0.8008, top5_acc: 0.9383, loss_cls: 0.7669, loss: 0.7669, grad_norm: 12.1855 2020-10-12 04:19:51,347 - mmaction - INFO - Epoch [49][1420/2640] lr: 1.000e-04, eta: 0:53:30, time: 0.825, data_time: 0.002, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.8627, loss: 0.8627, grad_norm: 12.8891 2020-10-12 04:20:08,073 - mmaction - INFO - Epoch [49][1440/2640] lr: 1.000e-04, eta: 0:53:14, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9195, loss_cls: 0.8479, loss: 0.8479, grad_norm: 12.5859 2020-10-12 04:20:24,688 - mmaction - INFO - Epoch [49][1460/2640] lr: 1.000e-04, eta: 0:52:57, time: 0.831, data_time: 0.002, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9266, loss_cls: 0.8661, loss: 0.8661, grad_norm: 12.7715 2020-10-12 04:20:41,254 - mmaction - INFO - Epoch [49][1480/2640] lr: 1.000e-04, eta: 0:52:40, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9195, loss_cls: 0.8997, loss: 0.8997, grad_norm: 12.9742 2020-10-12 04:20:57,793 - mmaction - INFO - Epoch [49][1500/2640] lr: 1.000e-04, eta: 0:52:24, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.8693, loss: 0.8693, grad_norm: 12.6574 2020-10-12 04:21:14,447 - mmaction - INFO - Epoch [49][1520/2640] lr: 1.000e-04, eta: 0:52:07, time: 0.832, data_time: 0.004, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9297, loss_cls: 0.8139, loss: 0.8139, grad_norm: 12.7083 2020-10-12 04:21:30,996 - mmaction - INFO - Epoch [49][1540/2640] lr: 1.000e-04, eta: 0:51:50, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.8437, loss: 0.8437, grad_norm: 12.1157 2020-10-12 04:21:47,872 - mmaction - INFO - Epoch [49][1560/2640] lr: 1.000e-04, eta: 0:51:34, time: 0.843, data_time: 0.004, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9320, loss_cls: 0.8061, loss: 0.8061, grad_norm: 12.3532 2020-10-12 04:22:04,980 - mmaction - INFO - Epoch [49][1580/2640] lr: 1.000e-04, eta: 0:51:17, time: 0.856, data_time: 0.004, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9391, loss_cls: 0.8075, loss: 0.8075, grad_norm: 12.2716 2020-10-12 04:22:21,572 - mmaction - INFO - Epoch [49][1600/2640] lr: 1.000e-04, eta: 0:51:00, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7563, loss: 0.7563, grad_norm: 12.1947 2020-10-12 04:22:38,086 - mmaction - INFO - Epoch [49][1620/2640] lr: 1.000e-04, eta: 0:50:44, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8365, loss: 0.8365, grad_norm: 12.4684 2020-10-12 04:22:54,660 - mmaction - INFO - Epoch [49][1640/2640] lr: 1.000e-04, eta: 0:50:27, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9289, loss_cls: 0.8851, loss: 0.8851, grad_norm: 12.7667 2020-10-12 04:23:11,170 - mmaction - INFO - Epoch [49][1660/2640] lr: 1.000e-04, eta: 0:50:11, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9344, loss_cls: 0.8391, loss: 0.8391, grad_norm: 12.8062 2020-10-12 04:23:27,644 - mmaction - INFO - Epoch [49][1680/2640] lr: 1.000e-04, eta: 0:49:54, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9383, loss_cls: 0.7661, loss: 0.7661, grad_norm: 11.9354 2020-10-12 04:23:44,341 - mmaction - INFO - Epoch [49][1700/2640] lr: 1.000e-04, eta: 0:49:37, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9313, loss_cls: 0.8768, loss: 0.8768, grad_norm: 12.9077 2020-10-12 04:24:00,810 - mmaction - INFO - Epoch [49][1720/2640] lr: 1.000e-04, eta: 0:49:21, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9195, loss_cls: 0.8576, loss: 0.8576, grad_norm: 12.4819 2020-10-12 04:24:17,428 - mmaction - INFO - Epoch [49][1740/2640] lr: 1.000e-04, eta: 0:49:04, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9055, loss_cls: 0.9584, loss: 0.9584, grad_norm: 12.8702 2020-10-12 04:24:33,927 - mmaction - INFO - Epoch [49][1760/2640] lr: 1.000e-04, eta: 0:48:47, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9203, loss_cls: 0.8902, loss: 0.8902, grad_norm: 13.4647 2020-10-12 04:24:50,399 - mmaction - INFO - Epoch [49][1780/2640] lr: 1.000e-04, eta: 0:48:31, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9242, loss_cls: 0.8188, loss: 0.8188, grad_norm: 12.2485 2020-10-12 04:25:07,261 - mmaction - INFO - Epoch [49][1800/2640] lr: 1.000e-04, eta: 0:48:14, time: 0.844, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9164, loss_cls: 0.8890, loss: 0.8890, grad_norm: 13.0584 2020-10-12 04:25:23,847 - mmaction - INFO - Epoch [49][1820/2640] lr: 1.000e-04, eta: 0:47:57, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8273, loss: 0.8273, grad_norm: 12.4238 2020-10-12 04:25:40,462 - mmaction - INFO - Epoch [49][1840/2640] lr: 1.000e-04, eta: 0:47:41, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8600, loss: 0.8600, grad_norm: 12.9033 2020-10-12 04:25:56,834 - mmaction - INFO - Epoch [49][1860/2640] lr: 1.000e-04, eta: 0:47:24, time: 0.819, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9391, loss_cls: 0.8309, loss: 0.8309, grad_norm: 12.2821 2020-10-12 04:26:13,478 - mmaction - INFO - Epoch [49][1880/2640] lr: 1.000e-04, eta: 0:47:08, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8655, loss: 0.8655, grad_norm: 12.4535 2020-10-12 04:26:29,906 - mmaction - INFO - Epoch [49][1900/2640] lr: 1.000e-04, eta: 0:46:51, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9391, loss_cls: 0.8262, loss: 0.8262, grad_norm: 12.5112 2020-10-12 04:26:46,457 - mmaction - INFO - Epoch [49][1920/2640] lr: 1.000e-04, eta: 0:46:34, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9297, loss_cls: 0.8629, loss: 0.8629, grad_norm: 12.3888 2020-10-12 04:27:03,002 - mmaction - INFO - Epoch [49][1940/2640] lr: 1.000e-04, eta: 0:46:18, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9172, loss_cls: 0.8551, loss: 0.8551, grad_norm: 12.5495 2020-10-12 04:27:19,739 - mmaction - INFO - Epoch [49][1960/2640] lr: 1.000e-04, eta: 0:46:01, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8227, loss: 0.8227, grad_norm: 12.3044 2020-10-12 04:27:36,281 - mmaction - INFO - Epoch [49][1980/2640] lr: 1.000e-04, eta: 0:45:44, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9375, loss_cls: 0.8113, loss: 0.8113, grad_norm: 12.1949 2020-10-12 04:27:52,753 - mmaction - INFO - Epoch [49][2000/2640] lr: 1.000e-04, eta: 0:45:28, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9258, loss_cls: 0.8688, loss: 0.8688, grad_norm: 12.8655 2020-10-12 04:28:09,287 - mmaction - INFO - Epoch [49][2020/2640] lr: 1.000e-04, eta: 0:45:11, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9313, loss_cls: 0.8779, loss: 0.8779, grad_norm: 13.1250 2020-10-12 04:28:25,850 - mmaction - INFO - Epoch [49][2040/2640] lr: 1.000e-04, eta: 0:44:54, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8122, loss: 0.8122, grad_norm: 12.3280 2020-10-12 04:28:42,350 - mmaction - INFO - Epoch [49][2060/2640] lr: 1.000e-04, eta: 0:44:38, time: 0.824, data_time: 0.004, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9242, loss_cls: 0.8196, loss: 0.8196, grad_norm: 12.4144 2020-10-12 04:28:58,892 - mmaction - INFO - Epoch [49][2080/2640] lr: 1.000e-04, eta: 0:44:21, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7977, top5_acc: 0.9313, loss_cls: 0.7774, loss: 0.7774, grad_norm: 12.5754 2020-10-12 04:29:15,616 - mmaction - INFO - Epoch [49][2100/2640] lr: 1.000e-04, eta: 0:44:05, time: 0.834, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8286, loss: 0.8286, grad_norm: 12.2714 2020-10-12 04:29:32,103 - mmaction - INFO - Epoch [49][2120/2640] lr: 1.000e-04, eta: 0:43:48, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9242, loss_cls: 0.8691, loss: 0.8691, grad_norm: 12.8911 2020-10-12 04:29:48,732 - mmaction - INFO - Epoch [49][2140/2640] lr: 1.000e-04, eta: 0:43:31, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7688, top5_acc: 0.9336, loss_cls: 0.8283, loss: 0.8283, grad_norm: 12.7744 2020-10-12 04:30:05,451 - mmaction - INFO - Epoch [49][2160/2640] lr: 1.000e-04, eta: 0:43:15, time: 0.837, data_time: 0.005, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9469, loss_cls: 0.7903, loss: 0.7903, grad_norm: 12.6402 2020-10-12 04:30:21,893 - mmaction - INFO - Epoch [49][2180/2640] lr: 1.000e-04, eta: 0:42:58, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9352, loss_cls: 0.8097, loss: 0.8097, grad_norm: 12.3877 2020-10-12 04:30:38,660 - mmaction - INFO - Epoch [49][2200/2640] lr: 1.000e-04, eta: 0:42:41, time: 0.839, data_time: 0.006, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9336, loss_cls: 0.8148, loss: 0.8148, grad_norm: 12.5154 2020-10-12 04:30:55,147 - mmaction - INFO - Epoch [49][2220/2640] lr: 1.000e-04, eta: 0:42:25, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9359, loss_cls: 0.8168, loss: 0.8168, grad_norm: 12.4845 2020-10-12 04:31:11,761 - mmaction - INFO - Epoch [49][2240/2640] lr: 1.000e-04, eta: 0:42:08, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9281, loss_cls: 0.8925, loss: 0.8925, grad_norm: 13.2582 2020-10-12 04:31:28,426 - mmaction - INFO - Epoch [49][2260/2640] lr: 1.000e-04, eta: 0:41:51, time: 0.831, data_time: 0.007, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8036, loss: 0.8036, grad_norm: 12.3832 2020-10-12 04:31:45,028 - mmaction - INFO - Epoch [49][2280/2640] lr: 1.000e-04, eta: 0:41:35, time: 0.833, data_time: 0.006, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9367, loss_cls: 0.7803, loss: 0.7803, grad_norm: 12.6515 2020-10-12 04:32:01,614 - mmaction - INFO - Epoch [49][2300/2640] lr: 1.000e-04, eta: 0:41:18, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9367, loss_cls: 0.8363, loss: 0.8363, grad_norm: 12.5739 2020-10-12 04:32:18,096 - mmaction - INFO - Epoch [49][2320/2640] lr: 1.000e-04, eta: 0:41:02, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9289, loss_cls: 0.8173, loss: 0.8173, grad_norm: 12.1523 2020-10-12 04:32:34,714 - mmaction - INFO - Epoch [49][2340/2640] lr: 1.000e-04, eta: 0:40:45, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8032, loss: 0.8032, grad_norm: 12.4549 2020-10-12 04:32:51,158 - mmaction - INFO - Epoch [49][2360/2640] lr: 1.000e-04, eta: 0:40:28, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9367, loss_cls: 0.8118, loss: 0.8118, grad_norm: 12.8406 2020-10-12 04:33:07,792 - mmaction - INFO - Epoch [49][2380/2640] lr: 1.000e-04, eta: 0:40:12, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9281, loss_cls: 0.8728, loss: 0.8728, grad_norm: 13.3982 2020-10-12 04:33:24,336 - mmaction - INFO - Epoch [49][2400/2640] lr: 1.000e-04, eta: 0:39:55, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.8350, loss: 0.8350, grad_norm: 12.5935 2020-10-12 04:33:40,961 - mmaction - INFO - Epoch [49][2420/2640] lr: 1.000e-04, eta: 0:39:38, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7492, top5_acc: 0.9203, loss_cls: 0.9087, loss: 0.9087, grad_norm: 13.0560 2020-10-12 04:33:57,399 - mmaction - INFO - Epoch [49][2440/2640] lr: 1.000e-04, eta: 0:39:22, time: 0.822, data_time: 0.002, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9187, loss_cls: 0.8631, loss: 0.8631, grad_norm: 12.8832 2020-10-12 04:34:13,963 - mmaction - INFO - Epoch [49][2460/2640] lr: 1.000e-04, eta: 0:39:05, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9156, loss_cls: 0.8951, loss: 0.8951, grad_norm: 13.3194 2020-10-12 04:34:30,490 - mmaction - INFO - Epoch [49][2480/2640] lr: 1.000e-04, eta: 0:38:48, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9203, loss_cls: 0.8807, loss: 0.8807, grad_norm: 12.8425 2020-10-12 04:34:47,223 - mmaction - INFO - Epoch [49][2500/2640] lr: 1.000e-04, eta: 0:38:32, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7555, top5_acc: 0.9227, loss_cls: 0.9038, loss: 0.9038, grad_norm: 12.8936 2020-10-12 04:35:03,877 - mmaction - INFO - Epoch [49][2520/2640] lr: 1.000e-04, eta: 0:38:15, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9383, loss_cls: 0.8104, loss: 0.8104, grad_norm: 12.2331 2020-10-12 04:35:20,226 - mmaction - INFO - Epoch [49][2540/2640] lr: 1.000e-04, eta: 0:37:59, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9336, loss_cls: 0.8451, loss: 0.8451, grad_norm: 13.0261 2020-10-12 04:35:36,793 - mmaction - INFO - Epoch [49][2560/2640] lr: 1.000e-04, eta: 0:37:42, time: 0.827, data_time: 0.004, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9320, loss_cls: 0.7898, loss: 0.7898, grad_norm: 12.5385 2020-10-12 04:35:53,347 - mmaction - INFO - Epoch [49][2580/2640] lr: 1.000e-04, eta: 0:37:25, time: 0.829, data_time: 0.003, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9266, loss_cls: 0.8104, loss: 0.8104, grad_norm: 12.1193 2020-10-12 04:36:09,863 - mmaction - INFO - Epoch [49][2600/2640] lr: 1.000e-04, eta: 0:37:09, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9281, loss_cls: 0.7955, loss: 0.7955, grad_norm: 12.3393 2020-10-12 04:36:26,410 - mmaction - INFO - Epoch [49][2620/2640] lr: 1.000e-04, eta: 0:36:52, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9383, loss_cls: 0.7831, loss: 0.7831, grad_norm: 12.6962 2020-10-12 04:36:42,577 - mmaction - INFO - Epoch [49][2640/2640] lr: 1.000e-04, eta: 0:36:35, time: 0.809, data_time: 0.005, memory: 9800, top1_acc: 0.7710, top5_acc: 0.9315, loss_cls: 0.8486, loss: 0.8486, grad_norm: 12.8598 2020-10-12 04:36:42,879 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-10-12 04:37:10,330 - mmaction - INFO - Epoch [50][20/2640] lr: 1.000e-04, eta: 0:36:19, time: 1.324, data_time: 0.426, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9375, loss_cls: 0.8161, loss: 0.8161, grad_norm: 12.3850 2020-10-12 04:37:26,904 - mmaction - INFO - Epoch [50][40/2640] lr: 1.000e-04, eta: 0:36:02, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9344, loss_cls: 0.7800, loss: 0.7800, grad_norm: 12.5170 2020-10-12 04:37:43,413 - mmaction - INFO - Epoch [50][60/2640] lr: 1.000e-04, eta: 0:35:46, time: 0.829, data_time: 0.008, memory: 9800, top1_acc: 0.7898, top5_acc: 0.9414, loss_cls: 0.7778, loss: 0.7778, grad_norm: 12.5384 2020-10-12 04:37:59,777 - mmaction - INFO - Epoch [50][80/2640] lr: 1.000e-04, eta: 0:35:29, time: 0.818, data_time: 0.002, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9359, loss_cls: 0.8218, loss: 0.8218, grad_norm: 12.5645 2020-10-12 04:38:16,230 - mmaction - INFO - Epoch [50][100/2640] lr: 1.000e-04, eta: 0:35:12, time: 0.821, data_time: 0.001, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9297, loss_cls: 0.8313, loss: 0.8313, grad_norm: 12.8834 2020-10-12 04:38:32,672 - mmaction - INFO - Epoch [50][120/2640] lr: 1.000e-04, eta: 0:34:56, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9133, loss_cls: 0.9044, loss: 0.9044, grad_norm: 12.5788 2020-10-12 04:38:49,345 - mmaction - INFO - Epoch [50][140/2640] lr: 1.000e-04, eta: 0:34:39, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9320, loss_cls: 0.8105, loss: 0.8105, grad_norm: 12.3862 2020-10-12 04:39:05,951 - mmaction - INFO - Epoch [50][160/2640] lr: 1.000e-04, eta: 0:34:22, time: 0.833, data_time: 0.007, memory: 9800, top1_acc: 0.8086, top5_acc: 0.9414, loss_cls: 0.7599, loss: 0.7599, grad_norm: 11.7731 2020-10-12 04:39:22,511 - mmaction - INFO - Epoch [50][180/2640] lr: 1.000e-04, eta: 0:34:06, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8261, loss: 0.8261, grad_norm: 12.2173 2020-10-12 04:39:38,925 - mmaction - INFO - Epoch [50][200/2640] lr: 1.000e-04, eta: 0:33:49, time: 0.823, data_time: 0.006, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9336, loss_cls: 0.8103, loss: 0.8103, grad_norm: 12.7157 2020-10-12 04:39:55,448 - mmaction - INFO - Epoch [50][220/2640] lr: 1.000e-04, eta: 0:33:32, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9352, loss_cls: 0.8148, loss: 0.8148, grad_norm: 12.6966 2020-10-12 04:40:12,166 - mmaction - INFO - Epoch [50][240/2640] lr: 1.000e-04, eta: 0:33:16, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7961, top5_acc: 0.9383, loss_cls: 0.8152, loss: 0.8152, grad_norm: 12.5493 2020-10-12 04:40:28,713 - mmaction - INFO - Epoch [50][260/2640] lr: 1.000e-04, eta: 0:32:59, time: 0.833, data_time: 0.010, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8382, loss: 0.8382, grad_norm: 12.8434 2020-10-12 04:40:45,342 - mmaction - INFO - Epoch [50][280/2640] lr: 1.000e-04, eta: 0:32:43, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9359, loss_cls: 0.8106, loss: 0.8106, grad_norm: 12.5693 2020-10-12 04:41:02,615 - mmaction - INFO - Epoch [50][300/2640] lr: 1.000e-04, eta: 0:32:26, time: 0.867, data_time: 0.007, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8366, loss: 0.8366, grad_norm: 12.8747 2020-10-12 04:41:19,336 - mmaction - INFO - Epoch [50][320/2640] lr: 1.000e-04, eta: 0:32:09, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9391, loss_cls: 0.7723, loss: 0.7723, grad_norm: 12.3156 2020-10-12 04:41:35,918 - mmaction - INFO - Epoch [50][340/2640] lr: 1.000e-04, eta: 0:31:53, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9156, loss_cls: 0.8811, loss: 0.8811, grad_norm: 12.9907 2020-10-12 04:41:52,671 - mmaction - INFO - Epoch [50][360/2640] lr: 1.000e-04, eta: 0:31:36, time: 0.837, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9148, loss_cls: 0.8417, loss: 0.8417, grad_norm: 12.3518 2020-10-12 04:42:09,074 - mmaction - INFO - Epoch [50][380/2640] lr: 1.000e-04, eta: 0:31:19, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9352, loss_cls: 0.8093, loss: 0.8093, grad_norm: 12.5094 2020-10-12 04:42:25,710 - mmaction - INFO - Epoch [50][400/2640] lr: 1.000e-04, eta: 0:31:03, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9367, loss_cls: 0.7725, loss: 0.7725, grad_norm: 12.5498 2020-10-12 04:42:42,248 - mmaction - INFO - Epoch [50][420/2640] lr: 1.000e-04, eta: 0:30:46, time: 0.829, data_time: 0.007, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8656, loss: 0.8656, grad_norm: 13.0512 2020-10-12 04:42:58,646 - mmaction - INFO - Epoch [50][440/2640] lr: 1.000e-04, eta: 0:30:30, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7898, top5_acc: 0.9391, loss_cls: 0.8041, loss: 0.8041, grad_norm: 12.1115 2020-10-12 04:43:15,228 - mmaction - INFO - Epoch [50][460/2640] lr: 1.000e-04, eta: 0:30:13, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8123, loss: 0.8123, grad_norm: 12.3172 2020-10-12 04:43:31,822 - mmaction - INFO - Epoch [50][480/2640] lr: 1.000e-04, eta: 0:29:56, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9211, loss_cls: 0.9377, loss: 0.9377, grad_norm: 13.5401 2020-10-12 04:43:48,409 - mmaction - INFO - Epoch [50][500/2640] lr: 1.000e-04, eta: 0:29:40, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9211, loss_cls: 0.8851, loss: 0.8851, grad_norm: 12.9354 2020-10-12 04:44:05,028 - mmaction - INFO - Epoch [50][520/2640] lr: 1.000e-04, eta: 0:29:23, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7586, top5_acc: 0.9266, loss_cls: 0.8479, loss: 0.8479, grad_norm: 12.5098 2020-10-12 04:44:21,566 - mmaction - INFO - Epoch [50][540/2640] lr: 1.000e-04, eta: 0:29:06, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8366, loss: 0.8366, grad_norm: 12.7166 2020-10-12 04:44:38,145 - mmaction - INFO - Epoch [50][560/2640] lr: 1.000e-04, eta: 0:28:50, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8430, loss: 0.8430, grad_norm: 12.5580 2020-10-12 04:44:54,636 - mmaction - INFO - Epoch [50][580/2640] lr: 1.000e-04, eta: 0:28:33, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.8102, top5_acc: 0.9461, loss_cls: 0.7101, loss: 0.7101, grad_norm: 11.6714 2020-10-12 04:45:11,216 - mmaction - INFO - Epoch [50][600/2640] lr: 1.000e-04, eta: 0:28:16, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9266, loss_cls: 0.8282, loss: 0.8282, grad_norm: 12.5266 2020-10-12 04:45:27,864 - mmaction - INFO - Epoch [50][620/2640] lr: 1.000e-04, eta: 0:28:00, time: 0.833, data_time: 0.004, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9227, loss_cls: 0.8983, loss: 0.8983, grad_norm: 12.3115 2020-10-12 04:45:44,406 - mmaction - INFO - Epoch [50][640/2640] lr: 1.000e-04, eta: 0:27:43, time: 0.827, data_time: 0.002, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9320, loss_cls: 0.8284, loss: 0.8284, grad_norm: 12.9185 2020-10-12 04:46:00,817 - mmaction - INFO - Epoch [50][660/2640] lr: 1.000e-04, eta: 0:27:26, time: 0.821, data_time: 0.003, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9297, loss_cls: 0.7866, loss: 0.7866, grad_norm: 12.2108 2020-10-12 04:46:17,330 - mmaction - INFO - Epoch [50][680/2640] lr: 1.000e-04, eta: 0:27:10, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9250, loss_cls: 0.8884, loss: 0.8884, grad_norm: 12.8406 2020-10-12 04:46:33,909 - mmaction - INFO - Epoch [50][700/2640] lr: 1.000e-04, eta: 0:26:53, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.7964, loss: 0.7964, grad_norm: 12.1558 2020-10-12 04:46:50,390 - mmaction - INFO - Epoch [50][720/2640] lr: 1.000e-04, eta: 0:26:37, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.7898, loss: 0.7898, grad_norm: 12.5844 2020-10-12 04:47:06,882 - mmaction - INFO - Epoch [50][740/2640] lr: 1.000e-04, eta: 0:26:20, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7797, top5_acc: 0.9336, loss_cls: 0.8313, loss: 0.8313, grad_norm: 12.7707 2020-10-12 04:47:23,346 - mmaction - INFO - Epoch [50][760/2640] lr: 1.000e-04, eta: 0:26:03, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7859, top5_acc: 0.9250, loss_cls: 0.8463, loss: 0.8463, grad_norm: 12.4731 2020-10-12 04:47:39,830 - mmaction - INFO - Epoch [50][780/2640] lr: 1.000e-04, eta: 0:25:47, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9305, loss_cls: 0.8261, loss: 0.8261, grad_norm: 12.3416 2020-10-12 04:47:56,378 - mmaction - INFO - Epoch [50][800/2640] lr: 1.000e-04, eta: 0:25:30, time: 0.828, data_time: 0.003, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9367, loss_cls: 0.8048, loss: 0.8048, grad_norm: 12.3928 2020-10-12 04:48:12,930 - mmaction - INFO - Epoch [50][820/2640] lr: 1.000e-04, eta: 0:25:13, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7594, top5_acc: 0.9297, loss_cls: 0.8765, loss: 0.8765, grad_norm: 12.9889 2020-10-12 04:48:29,380 - mmaction - INFO - Epoch [50][840/2640] lr: 1.000e-04, eta: 0:24:57, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9203, loss_cls: 0.8966, loss: 0.8966, grad_norm: 12.5267 2020-10-12 04:48:46,014 - mmaction - INFO - Epoch [50][860/2640] lr: 1.000e-04, eta: 0:24:40, time: 0.830, data_time: 0.003, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9336, loss_cls: 0.8184, loss: 0.8184, grad_norm: 12.4607 2020-10-12 04:49:02,466 - mmaction - INFO - Epoch [50][880/2640] lr: 1.000e-04, eta: 0:24:23, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.8825, loss: 0.8825, grad_norm: 12.9354 2020-10-12 04:49:19,079 - mmaction - INFO - Epoch [50][900/2640] lr: 1.000e-04, eta: 0:24:07, time: 0.829, data_time: 0.005, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9367, loss_cls: 0.8146, loss: 0.8146, grad_norm: 12.9024 2020-10-12 04:49:35,541 - mmaction - INFO - Epoch [50][920/2640] lr: 1.000e-04, eta: 0:23:50, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9406, loss_cls: 0.8016, loss: 0.8016, grad_norm: 12.1772 2020-10-12 04:49:52,047 - mmaction - INFO - Epoch [50][940/2640] lr: 1.000e-04, eta: 0:23:34, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.7829, loss: 0.7829, grad_norm: 12.4046 2020-10-12 04:50:08,557 - mmaction - INFO - Epoch [50][960/2640] lr: 1.000e-04, eta: 0:23:17, time: 0.824, data_time: 0.005, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9211, loss_cls: 0.8705, loss: 0.8705, grad_norm: 13.2347 2020-10-12 04:50:25,129 - mmaction - INFO - Epoch [50][980/2640] lr: 1.000e-04, eta: 0:23:00, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9211, loss_cls: 0.8572, loss: 0.8572, grad_norm: 12.7914 2020-10-12 04:50:41,700 - mmaction - INFO - Epoch [50][1000/2640] lr: 1.000e-04, eta: 0:22:44, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9320, loss_cls: 0.8433, loss: 0.8433, grad_norm: 12.7727 2020-10-12 04:50:58,203 - mmaction - INFO - Epoch [50][1020/2640] lr: 1.000e-04, eta: 0:22:27, time: 0.826, data_time: 0.003, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9258, loss_cls: 0.8770, loss: 0.8770, grad_norm: 12.7535 2020-10-12 04:51:15,013 - mmaction - INFO - Epoch [50][1040/2640] lr: 1.000e-04, eta: 0:22:10, time: 0.839, data_time: 0.004, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.7903, loss: 0.7903, grad_norm: 12.6735 2020-10-12 04:51:31,457 - mmaction - INFO - Epoch [50][1060/2640] lr: 1.000e-04, eta: 0:21:54, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9250, loss_cls: 0.8624, loss: 0.8624, grad_norm: 12.7268 2020-10-12 04:51:48,187 - mmaction - INFO - Epoch [50][1080/2640] lr: 1.000e-04, eta: 0:21:37, time: 0.835, data_time: 0.006, memory: 9800, top1_acc: 0.7695, top5_acc: 0.9250, loss_cls: 0.8553, loss: 0.8553, grad_norm: 12.7468 2020-10-12 04:52:04,756 - mmaction - INFO - Epoch [50][1100/2640] lr: 1.000e-04, eta: 0:21:20, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8151, loss: 0.8151, grad_norm: 12.6241 2020-10-12 04:52:21,223 - mmaction - INFO - Epoch [50][1120/2640] lr: 1.000e-04, eta: 0:21:04, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9281, loss_cls: 0.8310, loss: 0.8310, grad_norm: 12.5414 2020-10-12 04:52:37,730 - mmaction - INFO - Epoch [50][1140/2640] lr: 1.000e-04, eta: 0:20:47, time: 0.825, data_time: 0.003, memory: 9800, top1_acc: 0.7836, top5_acc: 0.9414, loss_cls: 0.7996, loss: 0.7996, grad_norm: 12.1868 2020-10-12 04:52:54,202 - mmaction - INFO - Epoch [50][1160/2640] lr: 1.000e-04, eta: 0:20:31, time: 0.824, data_time: 0.003, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9187, loss_cls: 0.8903, loss: 0.8903, grad_norm: 12.6057 2020-10-12 04:53:10,854 - mmaction - INFO - Epoch [50][1180/2640] lr: 1.000e-04, eta: 0:20:14, time: 0.831, data_time: 0.004, memory: 9800, top1_acc: 0.7898, top5_acc: 0.9336, loss_cls: 0.7929, loss: 0.7929, grad_norm: 12.4671 2020-10-12 04:53:27,493 - mmaction - INFO - Epoch [50][1200/2640] lr: 1.000e-04, eta: 0:19:57, time: 0.834, data_time: 0.006, memory: 9800, top1_acc: 0.7664, top5_acc: 0.9219, loss_cls: 0.8858, loss: 0.8858, grad_norm: 12.8087 2020-10-12 04:53:43,957 - mmaction - INFO - Epoch [50][1220/2640] lr: 1.000e-04, eta: 0:19:41, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9391, loss_cls: 0.8118, loss: 0.8118, grad_norm: 12.7633 2020-10-12 04:54:00,348 - mmaction - INFO - Epoch [50][1240/2640] lr: 1.000e-04, eta: 0:19:24, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9203, loss_cls: 0.8896, loss: 0.8896, grad_norm: 13.1023 2020-10-12 04:54:16,879 - mmaction - INFO - Epoch [50][1260/2640] lr: 1.000e-04, eta: 0:19:07, time: 0.826, data_time: 0.004, memory: 9800, top1_acc: 0.7977, top5_acc: 0.9477, loss_cls: 0.7777, loss: 0.7777, grad_norm: 12.6948 2020-10-12 04:54:33,391 - mmaction - INFO - Epoch [50][1280/2640] lr: 1.000e-04, eta: 0:18:51, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.7832, loss: 0.7832, grad_norm: 12.2544 2020-10-12 04:54:49,958 - mmaction - INFO - Epoch [50][1300/2640] lr: 1.000e-04, eta: 0:18:34, time: 0.828, data_time: 0.006, memory: 9800, top1_acc: 0.7719, top5_acc: 0.9297, loss_cls: 0.8424, loss: 0.8424, grad_norm: 13.0377 2020-10-12 04:55:06,646 - mmaction - INFO - Epoch [50][1320/2640] lr: 1.000e-04, eta: 0:18:17, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7953, top5_acc: 0.9266, loss_cls: 0.7884, loss: 0.7884, grad_norm: 12.4423 2020-10-12 04:55:23,086 - mmaction - INFO - Epoch [50][1340/2640] lr: 1.000e-04, eta: 0:18:01, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8327, loss: 0.8327, grad_norm: 12.5425 2020-10-12 04:55:39,804 - mmaction - INFO - Epoch [50][1360/2640] lr: 1.000e-04, eta: 0:17:44, time: 0.836, data_time: 0.004, memory: 9800, top1_acc: 0.7680, top5_acc: 0.9320, loss_cls: 0.8448, loss: 0.8448, grad_norm: 13.1062 2020-10-12 04:55:56,280 - mmaction - INFO - Epoch [50][1380/2640] lr: 1.000e-04, eta: 0:17:28, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9336, loss_cls: 0.8475, loss: 0.8475, grad_norm: 12.7190 2020-10-12 04:56:12,825 - mmaction - INFO - Epoch [50][1400/2640] lr: 1.000e-04, eta: 0:17:11, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7969, top5_acc: 0.9320, loss_cls: 0.7843, loss: 0.7843, grad_norm: 12.0781 2020-10-12 04:56:29,377 - mmaction - INFO - Epoch [50][1420/2640] lr: 1.000e-04, eta: 0:16:54, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9398, loss_cls: 0.8019, loss: 0.8019, grad_norm: 12.6403 2020-10-12 04:56:46,023 - mmaction - INFO - Epoch [50][1440/2640] lr: 1.000e-04, eta: 0:16:38, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9313, loss_cls: 0.8486, loss: 0.8486, grad_norm: 13.1065 2020-10-12 04:57:02,430 - mmaction - INFO - Epoch [50][1460/2640] lr: 1.000e-04, eta: 0:16:21, time: 0.823, data_time: 0.007, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9102, loss_cls: 0.9365, loss: 0.9365, grad_norm: 12.8662 2020-10-12 04:57:19,054 - mmaction - INFO - Epoch [50][1480/2640] lr: 1.000e-04, eta: 0:16:04, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7570, top5_acc: 0.9250, loss_cls: 0.9005, loss: 0.9005, grad_norm: 13.3640 2020-10-12 04:57:35,547 - mmaction - INFO - Epoch [50][1500/2640] lr: 1.000e-04, eta: 0:15:48, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9398, loss_cls: 0.7782, loss: 0.7782, grad_norm: 12.3669 2020-10-12 04:57:51,982 - mmaction - INFO - Epoch [50][1520/2640] lr: 1.000e-04, eta: 0:15:31, time: 0.822, data_time: 0.003, memory: 9800, top1_acc: 0.7648, top5_acc: 0.9320, loss_cls: 0.8516, loss: 0.8516, grad_norm: 12.7447 2020-10-12 04:58:08,638 - mmaction - INFO - Epoch [50][1540/2640] lr: 1.000e-04, eta: 0:15:14, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7867, top5_acc: 0.9391, loss_cls: 0.7898, loss: 0.7898, grad_norm: 11.8551 2020-10-12 04:58:25,254 - mmaction - INFO - Epoch [50][1560/2640] lr: 1.000e-04, eta: 0:14:58, time: 0.834, data_time: 0.007, memory: 9800, top1_acc: 0.7602, top5_acc: 0.9227, loss_cls: 0.8920, loss: 0.8920, grad_norm: 13.2450 2020-10-12 04:58:41,769 - mmaction - INFO - Epoch [50][1580/2640] lr: 1.000e-04, eta: 0:14:41, time: 0.826, data_time: 0.006, memory: 9800, top1_acc: 0.7945, top5_acc: 0.9359, loss_cls: 0.7785, loss: 0.7785, grad_norm: 12.4554 2020-10-12 04:58:58,342 - mmaction - INFO - Epoch [50][1600/2640] lr: 1.000e-04, eta: 0:14:25, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9258, loss_cls: 0.8432, loss: 0.8432, grad_norm: 12.9209 2020-10-12 04:59:14,978 - mmaction - INFO - Epoch [50][1620/2640] lr: 1.000e-04, eta: 0:14:08, time: 0.830, data_time: 0.004, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9352, loss_cls: 0.7983, loss: 0.7983, grad_norm: 12.7853 2020-10-12 04:59:31,511 - mmaction - INFO - Epoch [50][1640/2640] lr: 1.000e-04, eta: 0:13:51, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9367, loss_cls: 0.8087, loss: 0.8087, grad_norm: 12.1981 2020-10-12 04:59:48,158 - mmaction - INFO - Epoch [50][1660/2640] lr: 1.000e-04, eta: 0:13:35, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9211, loss_cls: 0.8783, loss: 0.8783, grad_norm: 13.5022 2020-10-12 05:00:06,325 - mmaction - INFO - Epoch [50][1680/2640] lr: 1.000e-04, eta: 0:13:18, time: 0.903, data_time: 0.006, memory: 9800, top1_acc: 0.7703, top5_acc: 0.9398, loss_cls: 0.8405, loss: 0.8405, grad_norm: 12.8458 2020-10-12 05:00:22,983 - mmaction - INFO - Epoch [50][1700/2640] lr: 1.000e-04, eta: 0:13:01, time: 0.839, data_time: 0.013, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9367, loss_cls: 0.7791, loss: 0.7791, grad_norm: 12.0249 2020-10-12 05:00:39,523 - mmaction - INFO - Epoch [50][1720/2640] lr: 1.000e-04, eta: 0:12:45, time: 0.827, data_time: 0.006, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9250, loss_cls: 0.8571, loss: 0.8571, grad_norm: 12.6784 2020-10-12 05:00:55,903 - mmaction - INFO - Epoch [50][1740/2640] lr: 1.000e-04, eta: 0:12:28, time: 0.820, data_time: 0.003, memory: 9800, top1_acc: 0.7641, top5_acc: 0.9297, loss_cls: 0.8820, loss: 0.8820, grad_norm: 12.8850 2020-10-12 05:01:12,633 - mmaction - INFO - Epoch [50][1760/2640] lr: 1.000e-04, eta: 0:12:11, time: 0.835, data_time: 0.004, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9266, loss_cls: 0.8924, loss: 0.8924, grad_norm: 13.0878 2020-10-12 05:01:29,119 - mmaction - INFO - Epoch [50][1780/2640] lr: 1.000e-04, eta: 0:11:55, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7727, top5_acc: 0.9250, loss_cls: 0.8431, loss: 0.8431, grad_norm: 12.6043 2020-10-12 05:01:45,779 - mmaction - INFO - Epoch [50][1800/2640] lr: 1.000e-04, eta: 0:11:38, time: 0.832, data_time: 0.005, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9383, loss_cls: 0.7875, loss: 0.7875, grad_norm: 12.4660 2020-10-12 05:02:02,279 - mmaction - INFO - Epoch [50][1820/2640] lr: 1.000e-04, eta: 0:11:22, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7852, top5_acc: 0.9227, loss_cls: 0.8393, loss: 0.8393, grad_norm: 12.1666 2020-10-12 05:02:18,664 - mmaction - INFO - Epoch [50][1840/2640] lr: 1.000e-04, eta: 0:11:05, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9250, loss_cls: 0.8809, loss: 0.8809, grad_norm: 12.7137 2020-10-12 05:02:35,868 - mmaction - INFO - Epoch [50][1860/2640] lr: 1.000e-04, eta: 0:10:48, time: 0.860, data_time: 0.005, memory: 9800, top1_acc: 0.7578, top5_acc: 0.9203, loss_cls: 0.8927, loss: 0.8927, grad_norm: 13.2037 2020-10-12 05:02:52,356 - mmaction - INFO - Epoch [50][1880/2640] lr: 1.000e-04, eta: 0:10:32, time: 0.824, data_time: 0.002, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9266, loss_cls: 0.8492, loss: 0.8492, grad_norm: 12.4825 2020-10-12 05:03:09,047 - mmaction - INFO - Epoch [50][1900/2640] lr: 1.000e-04, eta: 0:10:15, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7930, top5_acc: 0.9344, loss_cls: 0.8023, loss: 0.8023, grad_norm: 12.2082 2020-10-12 05:03:25,527 - mmaction - INFO - Epoch [50][1920/2640] lr: 1.000e-04, eta: 0:09:58, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7758, top5_acc: 0.9297, loss_cls: 0.8582, loss: 0.8582, grad_norm: 12.4506 2020-10-12 05:03:42,416 - mmaction - INFO - Epoch [50][1940/2640] lr: 1.000e-04, eta: 0:09:42, time: 0.844, data_time: 0.005, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9313, loss_cls: 0.7953, loss: 0.7953, grad_norm: 12.7008 2020-10-12 05:03:58,918 - mmaction - INFO - Epoch [50][1960/2640] lr: 1.000e-04, eta: 0:09:25, time: 0.826, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9328, loss_cls: 0.8517, loss: 0.8517, grad_norm: 12.8767 2020-10-12 05:04:15,659 - mmaction - INFO - Epoch [50][1980/2640] lr: 1.000e-04, eta: 0:09:08, time: 0.835, data_time: 0.005, memory: 9800, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8345, loss: 0.8345, grad_norm: 12.9488 2020-10-12 05:04:32,103 - mmaction - INFO - Epoch [50][2000/2640] lr: 1.000e-04, eta: 0:08:52, time: 0.825, data_time: 0.007, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9313, loss_cls: 0.8006, loss: 0.8006, grad_norm: 12.6371 2020-10-12 05:04:48,616 - mmaction - INFO - Epoch [50][2020/2640] lr: 1.000e-04, eta: 0:08:35, time: 0.825, data_time: 0.005, memory: 9800, top1_acc: 0.7922, top5_acc: 0.9367, loss_cls: 0.7724, loss: 0.7724, grad_norm: 12.5363 2020-10-12 05:05:05,150 - mmaction - INFO - Epoch [50][2040/2640] lr: 1.000e-04, eta: 0:08:19, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9187, loss_cls: 0.8393, loss: 0.8393, grad_norm: 12.5839 2020-10-12 05:05:21,537 - mmaction - INFO - Epoch [50][2060/2640] lr: 1.000e-04, eta: 0:08:02, time: 0.820, data_time: 0.002, memory: 9800, top1_acc: 0.7891, top5_acc: 0.9383, loss_cls: 0.7973, loss: 0.7973, grad_norm: 12.4641 2020-10-12 05:05:38,175 - mmaction - INFO - Epoch [50][2080/2640] lr: 1.000e-04, eta: 0:07:45, time: 0.831, data_time: 0.005, memory: 9800, top1_acc: 0.7914, top5_acc: 0.9437, loss_cls: 0.7683, loss: 0.7683, grad_norm: 12.3298 2020-10-12 05:05:54,737 - mmaction - INFO - Epoch [50][2100/2640] lr: 1.000e-04, eta: 0:07:29, time: 0.828, data_time: 0.002, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9328, loss_cls: 0.8026, loss: 0.8026, grad_norm: 12.2712 2020-10-12 05:06:11,346 - mmaction - INFO - Epoch [50][2120/2640] lr: 1.000e-04, eta: 0:07:12, time: 0.830, data_time: 0.006, memory: 9800, top1_acc: 0.7906, top5_acc: 0.9398, loss_cls: 0.7797, loss: 0.7797, grad_norm: 12.1220 2020-10-12 05:06:27,797 - mmaction - INFO - Epoch [50][2140/2640] lr: 1.000e-04, eta: 0:06:55, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7883, top5_acc: 0.9328, loss_cls: 0.8120, loss: 0.8120, grad_norm: 12.2441 2020-10-12 05:06:44,450 - mmaction - INFO - Epoch [50][2160/2640] lr: 1.000e-04, eta: 0:06:39, time: 0.833, data_time: 0.005, memory: 9800, top1_acc: 0.7609, top5_acc: 0.9250, loss_cls: 0.8494, loss: 0.8494, grad_norm: 12.4783 2020-10-12 05:07:00,917 - mmaction - INFO - Epoch [50][2180/2640] lr: 1.000e-04, eta: 0:06:22, time: 0.823, data_time: 0.002, memory: 9800, top1_acc: 0.7937, top5_acc: 0.9320, loss_cls: 0.8026, loss: 0.8026, grad_norm: 12.2729 2020-10-12 05:07:17,490 - mmaction - INFO - Epoch [50][2200/2640] lr: 1.000e-04, eta: 0:06:05, time: 0.829, data_time: 0.006, memory: 9800, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.7879, loss: 0.7879, grad_norm: 12.4709 2020-10-12 05:07:34,072 - mmaction - INFO - Epoch [50][2220/2640] lr: 1.000e-04, eta: 0:05:49, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8278, loss: 0.8278, grad_norm: 12.8261 2020-10-12 05:07:50,580 - mmaction - INFO - Epoch [50][2240/2640] lr: 1.000e-04, eta: 0:05:32, time: 0.826, data_time: 0.002, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9437, loss_cls: 0.7459, loss: 0.7459, grad_norm: 12.1392 2020-10-12 05:08:07,287 - mmaction - INFO - Epoch [50][2260/2640] lr: 1.000e-04, eta: 0:05:16, time: 0.834, data_time: 0.004, memory: 9800, top1_acc: 0.7734, top5_acc: 0.9242, loss_cls: 0.8443, loss: 0.8443, grad_norm: 12.2950 2020-10-12 05:08:23,831 - mmaction - INFO - Epoch [50][2280/2640] lr: 1.000e-04, eta: 0:04:59, time: 0.828, data_time: 0.004, memory: 9800, top1_acc: 0.7617, top5_acc: 0.9281, loss_cls: 0.8677, loss: 0.8677, grad_norm: 13.0796 2020-10-12 05:08:40,457 - mmaction - INFO - Epoch [50][2300/2640] lr: 1.000e-04, eta: 0:04:42, time: 0.831, data_time: 0.006, memory: 9800, top1_acc: 0.7805, top5_acc: 0.9313, loss_cls: 0.8068, loss: 0.8068, grad_norm: 12.5657 2020-10-12 05:08:57,041 - mmaction - INFO - Epoch [50][2320/2640] lr: 1.000e-04, eta: 0:04:26, time: 0.829, data_time: 0.002, memory: 9800, top1_acc: 0.7773, top5_acc: 0.9219, loss_cls: 0.8394, loss: 0.8394, grad_norm: 12.7069 2020-10-12 05:09:13,537 - mmaction - INFO - Epoch [50][2340/2640] lr: 1.000e-04, eta: 0:04:09, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7820, top5_acc: 0.9281, loss_cls: 0.8259, loss: 0.8259, grad_norm: 12.5435 2020-10-12 05:09:29,995 - mmaction - INFO - Epoch [50][2360/2640] lr: 1.000e-04, eta: 0:03:52, time: 0.823, data_time: 0.004, memory: 9800, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8636, loss: 0.8636, grad_norm: 12.4529 2020-10-12 05:09:46,620 - mmaction - INFO - Epoch [50][2380/2640] lr: 1.000e-04, eta: 0:03:36, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7672, top5_acc: 0.9313, loss_cls: 0.8473, loss: 0.8473, grad_norm: 12.8818 2020-10-12 05:10:03,160 - mmaction - INFO - Epoch [50][2400/2640] lr: 1.000e-04, eta: 0:03:19, time: 0.830, data_time: 0.007, memory: 9800, top1_acc: 0.7625, top5_acc: 0.9297, loss_cls: 0.8464, loss: 0.8464, grad_norm: 12.9419 2020-10-12 05:10:19,770 - mmaction - INFO - Epoch [50][2420/2640] lr: 1.000e-04, eta: 0:03:02, time: 0.830, data_time: 0.002, memory: 9800, top1_acc: 0.7742, top5_acc: 0.9313, loss_cls: 0.8344, loss: 0.8344, grad_norm: 12.4777 2020-10-12 05:10:36,368 - mmaction - INFO - Epoch [50][2440/2640] lr: 1.000e-04, eta: 0:02:46, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9375, loss_cls: 0.8279, loss: 0.8279, grad_norm: 12.7720 2020-10-12 05:10:52,911 - mmaction - INFO - Epoch [50][2460/2640] lr: 1.000e-04, eta: 0:02:29, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7875, top5_acc: 0.9391, loss_cls: 0.8165, loss: 0.8165, grad_norm: 12.8924 2020-10-12 05:11:09,669 - mmaction - INFO - Epoch [50][2480/2640] lr: 1.000e-04, eta: 0:02:13, time: 0.837, data_time: 0.004, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9258, loss_cls: 0.8627, loss: 0.8627, grad_norm: 12.7114 2020-10-12 05:11:26,104 - mmaction - INFO - Epoch [50][2500/2640] lr: 1.000e-04, eta: 0:01:56, time: 0.823, data_time: 0.005, memory: 9800, top1_acc: 0.7766, top5_acc: 0.9266, loss_cls: 0.8370, loss: 0.8370, grad_norm: 12.4742 2020-10-12 05:11:42,703 - mmaction - INFO - Epoch [50][2520/2640] lr: 1.000e-04, eta: 0:01:39, time: 0.829, data_time: 0.004, memory: 9800, top1_acc: 0.7781, top5_acc: 0.9297, loss_cls: 0.8002, loss: 0.8002, grad_norm: 12.6139 2020-10-12 05:11:59,418 - mmaction - INFO - Epoch [50][2540/2640] lr: 1.000e-04, eta: 0:01:23, time: 0.836, data_time: 0.002, memory: 9800, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8402, loss: 0.8402, grad_norm: 13.5222 2020-10-12 05:12:16,026 - mmaction - INFO - Epoch [50][2560/2640] lr: 1.000e-04, eta: 0:01:06, time: 0.830, data_time: 0.005, memory: 9800, top1_acc: 0.7633, top5_acc: 0.9180, loss_cls: 0.8956, loss: 0.8956, grad_norm: 13.2863 2020-10-12 05:12:32,509 - mmaction - INFO - Epoch [50][2580/2640] lr: 1.000e-04, eta: 0:00:49, time: 0.825, data_time: 0.004, memory: 9800, top1_acc: 0.7828, top5_acc: 0.9328, loss_cls: 0.8123, loss: 0.8123, grad_norm: 12.3531 2020-10-12 05:12:49,116 - mmaction - INFO - Epoch [50][2600/2640] lr: 1.000e-04, eta: 0:00:33, time: 0.828, data_time: 0.005, memory: 9800, top1_acc: 0.7789, top5_acc: 0.9344, loss_cls: 0.7905, loss: 0.7905, grad_norm: 12.4848 2020-10-12 05:13:05,639 - mmaction - INFO - Epoch [50][2620/2640] lr: 1.000e-04, eta: 0:00:16, time: 0.828, data_time: 0.007, memory: 9800, top1_acc: 0.7539, top5_acc: 0.9164, loss_cls: 0.9134, loss: 0.9134, grad_norm: 12.9294 2020-10-12 05:13:21,800 - mmaction - INFO - Epoch [50][2640/2640] lr: 1.000e-04, eta: 0:00:00, time: 0.809, data_time: 0.005, memory: 9800, top1_acc: 0.7702, top5_acc: 0.9298, loss_cls: 0.8291, loss: 0.8291, grad_norm: 12.9648 2020-10-12 05:13:22,788 - mmaction - INFO - Saving checkpoint at 50 epochs