2020-10-10 22:42:20,796 - 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 22:42:20,797 - mmaction - INFO - Distributed training: True 2020-10-10 22:42:20,797 - mmaction - INFO - Config: /mnt/lustre/linjintao/try/mmaction2_tsm/slurm_configs/recognition/tsm/tsm_r50_1x1x16_50e_sthv2_rgb.py # model settings model = dict( type='Recognizer2D', backbone=dict( type='ResNetTSM', pretrained='torchvision://resnet50', depth=50, norm_eval=False, num_segments=16, shift_div=8), cls_head=dict( type='TSMHead', num_classes=174, in_channels=2048, num_segments=16, 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=16), 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=16, 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=16, 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=6, 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=0.0075, # 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_r50_1x1x16_50e_sthv2_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-10-10 22:42:37,716 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-10 22:42:41,799 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-129, work_dir: /mnt/lustre/linjintao/try/mmaction2_tsm/workdir/tsm_r50_1x1x16_50e_sthv2_rgb 2020-10-10 22:42:41,800 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-10-10 22:43:30,000 - mmaction - INFO - Epoch [1][20/3520] lr: 7.500e-03, eta: 4 days, 21:17:42, time: 2.399, data_time: 0.817, memory: 10390, top1_acc: 0.0063, top5_acc: 0.0448, loss_cls: 5.4997, loss: 5.4997, grad_norm: 4.2334 2020-10-10 22:43:46,747 - mmaction - INFO - Epoch [1][40/3520] lr: 7.500e-03, eta: 3 days, 7:19:17, time: 0.846, data_time: 0.012, memory: 10390, top1_acc: 0.0135, top5_acc: 0.0656, loss_cls: 5.4977, loss: 5.4977, grad_norm: 4.2240 2020-10-10 22:44:03,782 - mmaction - INFO - Epoch [1][60/3520] lr: 7.500e-03, eta: 2 days, 18:43:59, time: 0.851, data_time: 0.005, memory: 10390, top1_acc: 0.0208, top5_acc: 0.0646, loss_cls: 5.3548, loss: 5.3548, grad_norm: 3.6634 2020-10-10 22:44:20,749 - mmaction - INFO - Epoch [1][80/3520] lr: 7.500e-03, eta: 2 days, 12:24:20, time: 0.848, data_time: 0.003, memory: 10390, top1_acc: 0.0219, top5_acc: 0.0771, loss_cls: 5.1228, loss: 5.1228, grad_norm: 2.5751 2020-10-10 22:44:37,875 - mmaction - INFO - Epoch [1][100/3520] lr: 7.500e-03, eta: 2 days, 8:41:16, time: 0.856, data_time: 0.003, memory: 10390, top1_acc: 0.0219, top5_acc: 0.0938, loss_cls: 5.0381, loss: 5.0381, grad_norm: 2.3408 2020-10-10 22:44:55,094 - mmaction - INFO - Epoch [1][120/3520] lr: 7.500e-03, eta: 2 days, 6:14:56, time: 0.861, data_time: 0.007, memory: 10390, top1_acc: 0.0281, top5_acc: 0.1094, loss_cls: 4.9545, loss: 4.9545, grad_norm: 2.6224 2020-10-10 22:45:12,903 - mmaction - INFO - Epoch [1][140/3520] lr: 7.500e-03, eta: 2 days, 4:42:37, time: 0.891, data_time: 0.003, memory: 10390, top1_acc: 0.0240, top5_acc: 0.0938, loss_cls: 5.0072, loss: 5.0072, grad_norm: 2.7280 2020-10-10 22:45:30,494 - mmaction - INFO - Epoch [1][160/3520] lr: 7.500e-03, eta: 2 days, 3:28:29, time: 0.878, data_time: 0.006, memory: 10390, top1_acc: 0.0260, top5_acc: 0.1000, loss_cls: 4.9386, loss: 4.9386, grad_norm: 2.4464 2020-10-10 22:45:48,206 - mmaction - INFO - Epoch [1][180/3520] lr: 7.500e-03, eta: 2 days, 2:34:02, time: 0.888, data_time: 0.005, memory: 10390, top1_acc: 0.0240, top5_acc: 0.0990, loss_cls: 4.9206, loss: 4.9206, grad_norm: 2.4959 2020-10-10 22:46:06,067 - mmaction - INFO - Epoch [1][200/3520] lr: 7.500e-03, eta: 2 days, 1:50:15, time: 0.887, data_time: 0.006, memory: 10390, top1_acc: 0.0271, top5_acc: 0.1115, loss_cls: 4.9134, loss: 4.9134, grad_norm: 2.5828 2020-10-10 22:46:24,414 - mmaction - INFO - Epoch [1][220/3520] lr: 7.500e-03, eta: 2 days, 1:23:46, time: 0.922, data_time: 0.009, memory: 10390, top1_acc: 0.0260, top5_acc: 0.1250, loss_cls: 4.8987, loss: 4.8987, grad_norm: 2.5424 2020-10-10 22:46:43,502 - mmaction - INFO - Epoch [1][240/3520] lr: 7.500e-03, eta: 2 days, 1:09:01, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.0271, top5_acc: 0.1250, loss_cls: 4.8714, loss: 4.8714, grad_norm: 2.5846 2020-10-10 22:47:02,317 - mmaction - INFO - Epoch [1][260/3520] lr: 7.500e-03, eta: 2 days, 0:54:25, time: 0.943, data_time: 0.007, memory: 10390, top1_acc: 0.0323, top5_acc: 0.1188, loss_cls: 4.8657, loss: 4.8657, grad_norm: 3.0174 2020-10-10 22:47:21,870 - mmaction - INFO - Epoch [1][280/3520] lr: 7.500e-03, eta: 2 days, 0:48:48, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.0375, top5_acc: 0.1260, loss_cls: 4.8448, loss: 4.8448, grad_norm: 2.6832 2020-10-10 22:47:39,853 - mmaction - INFO - Epoch [1][300/3520] lr: 7.500e-03, eta: 2 days, 0:28:47, time: 0.899, data_time: 0.003, memory: 10390, top1_acc: 0.0302, top5_acc: 0.1240, loss_cls: 4.8575, loss: 4.8575, grad_norm: 2.3962 2020-10-10 22:47:58,965 - mmaction - INFO - Epoch [1][320/3520] lr: 7.500e-03, eta: 2 days, 0:21:30, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.0271, top5_acc: 0.1312, loss_cls: 4.8533, loss: 4.8533, grad_norm: 2.9001 2020-10-10 22:48:18,120 - mmaction - INFO - Epoch [1][340/3520] lr: 7.500e-03, eta: 2 days, 0:15:27, time: 0.958, data_time: 0.008, memory: 10390, top1_acc: 0.0344, top5_acc: 0.1385, loss_cls: 4.7755, loss: 4.7755, grad_norm: 3.0095 2020-10-10 22:48:36,822 - mmaction - INFO - Epoch [1][360/3520] lr: 7.500e-03, eta: 2 days, 0:06:21, time: 0.935, data_time: 0.003, memory: 10390, top1_acc: 0.0281, top5_acc: 0.1365, loss_cls: 4.8027, loss: 4.8027, grad_norm: 2.6184 2020-10-10 22:48:57,086 - mmaction - INFO - Epoch [1][380/3520] lr: 7.500e-03, eta: 2 days, 0:10:12, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.0406, top5_acc: 0.1438, loss_cls: 4.7757, loss: 4.7757, grad_norm: 2.7519 2020-10-10 22:49:15,509 - mmaction - INFO - Epoch [1][400/3520] lr: 7.500e-03, eta: 2 days, 0:00:18, time: 0.922, data_time: 0.003, memory: 10390, top1_acc: 0.0375, top5_acc: 0.1375, loss_cls: 4.7289, loss: 4.7289, grad_norm: 3.6633 2020-10-10 22:49:34,310 - mmaction - INFO - Epoch [1][420/3520] lr: 7.500e-03, eta: 1 day, 23:53:53, time: 0.940, data_time: 0.002, memory: 10390, top1_acc: 0.0365, top5_acc: 0.1385, loss_cls: 4.8095, loss: 4.8095, grad_norm: 2.7024 2020-10-10 22:49:54,593 - mmaction - INFO - Epoch [1][440/3520] lr: 7.500e-03, eta: 1 day, 23:57:46, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.0313, top5_acc: 0.1448, loss_cls: 4.7761, loss: 4.7761, grad_norm: 2.6541 2020-10-10 22:50:14,771 - mmaction - INFO - Epoch [1][460/3520] lr: 7.500e-03, eta: 2 days, 0:00:40, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.0417, top5_acc: 0.1469, loss_cls: 4.8001, loss: 4.8001, grad_norm: 2.7079 2020-10-10 22:50:34,212 - mmaction - INFO - Epoch [1][480/3520] lr: 7.500e-03, eta: 1 day, 23:58:51, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.0438, top5_acc: 0.1438, loss_cls: 4.7908, loss: 4.7908, grad_norm: 2.7725 2020-10-10 22:50:53,611 - mmaction - INFO - Epoch [1][500/3520] lr: 7.500e-03, eta: 1 day, 23:56:49, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.0500, top5_acc: 0.1677, loss_cls: 4.6647, loss: 4.6647, grad_norm: 2.9113 2020-10-10 22:51:12,914 - mmaction - INFO - Epoch [1][520/3520] lr: 7.500e-03, eta: 1 day, 23:54:25, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.0490, top5_acc: 0.1781, loss_cls: 4.6822, loss: 4.6822, grad_norm: 3.1509 2020-10-10 22:51:32,159 - mmaction - INFO - Epoch [1][540/3520] lr: 7.500e-03, eta: 1 day, 23:51:46, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.0333, top5_acc: 0.1635, loss_cls: 4.7056, loss: 4.7056, grad_norm: 2.8745 2020-10-10 22:51:52,981 - mmaction - INFO - Epoch [1][560/3520] lr: 7.500e-03, eta: 1 day, 23:57:44, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.0500, top5_acc: 0.1469, loss_cls: 4.7121, loss: 4.7121, grad_norm: 2.8838 2020-10-10 22:52:11,547 - mmaction - INFO - Epoch [1][580/3520] lr: 7.500e-03, eta: 1 day, 23:51:44, time: 0.928, data_time: 0.002, memory: 10390, top1_acc: 0.0542, top5_acc: 0.1708, loss_cls: 4.6575, loss: 4.6575, grad_norm: 2.9343 2020-10-10 22:52:30,931 - mmaction - INFO - Epoch [1][600/3520] lr: 7.500e-03, eta: 1 day, 23:49:51, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.0500, top5_acc: 0.1760, loss_cls: 4.6590, loss: 4.6590, grad_norm: 3.0999 2020-10-10 22:52:50,414 - mmaction - INFO - Epoch [1][620/3520] lr: 7.500e-03, eta: 1 day, 23:49:02, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.0531, top5_acc: 0.1677, loss_cls: 4.6779, loss: 4.6779, grad_norm: 2.8496 2020-10-10 22:53:09,712 - mmaction - INFO - Epoch [1][640/3520] lr: 7.500e-03, eta: 1 day, 23:47:17, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.0448, top5_acc: 0.1594, loss_cls: 4.7107, loss: 4.7107, grad_norm: 2.9802 2020-10-10 22:53:29,496 - mmaction - INFO - Epoch [1][660/3520] lr: 7.500e-03, eta: 1 day, 23:47:40, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.0448, top5_acc: 0.1958, loss_cls: 4.5943, loss: 4.5943, grad_norm: 3.1724 2020-10-10 22:53:48,679 - mmaction - INFO - Epoch [1][680/3520] lr: 7.500e-03, eta: 1 day, 23:45:26, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.0698, top5_acc: 0.2094, loss_cls: 4.5645, loss: 4.5645, grad_norm: 3.4155 2020-10-10 22:54:07,771 - mmaction - INFO - Epoch [1][700/3520] lr: 7.500e-03, eta: 1 day, 23:42:55, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.0667, top5_acc: 0.1865, loss_cls: 4.5993, loss: 4.5993, grad_norm: 2.8052 2020-10-10 22:54:27,355 - mmaction - INFO - Epoch [1][720/3520] lr: 7.500e-03, eta: 1 day, 23:42:13, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.0594, top5_acc: 0.1781, loss_cls: 4.5972, loss: 4.5972, grad_norm: 3.1442 2020-10-10 22:54:46,876 - mmaction - INFO - Epoch [1][740/3520] lr: 7.500e-03, eta: 1 day, 23:41:52, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.0667, top5_acc: 0.2156, loss_cls: 4.5552, loss: 4.5552, grad_norm: 3.2730 2020-10-10 22:55:06,809 - mmaction - INFO - Epoch [1][760/3520] lr: 7.500e-03, eta: 1 day, 23:42:39, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.0448, top5_acc: 0.1760, loss_cls: 4.6725, loss: 4.6725, grad_norm: 2.9689 2020-10-10 22:55:26,526 - mmaction - INFO - Epoch [1][780/3520] lr: 7.500e-03, eta: 1 day, 23:42:58, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.0729, top5_acc: 0.1979, loss_cls: 4.5737, loss: 4.5737, grad_norm: 3.1465 2020-10-10 22:55:45,521 - mmaction - INFO - Epoch [1][800/3520] lr: 7.500e-03, eta: 1 day, 23:40:11, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.0573, top5_acc: 0.2052, loss_cls: 4.5616, loss: 4.5616, grad_norm: 3.3939 2020-10-10 22:56:04,735 - mmaction - INFO - Epoch [1][820/3520] lr: 7.500e-03, eta: 1 day, 23:38:43, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.0531, top5_acc: 0.2000, loss_cls: 4.5917, loss: 4.5917, grad_norm: 3.1445 2020-10-10 22:56:24,170 - mmaction - INFO - Epoch [1][840/3520] lr: 7.500e-03, eta: 1 day, 23:37:54, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.0604, top5_acc: 0.2010, loss_cls: 4.5904, loss: 4.5904, grad_norm: 3.2992 2020-10-10 22:56:43,850 - mmaction - INFO - Epoch [1][860/3520] lr: 7.500e-03, eta: 1 day, 23:37:43, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.0594, top5_acc: 0.2042, loss_cls: 4.5110, loss: 4.5110, grad_norm: 3.2391 2020-10-10 22:57:03,682 - mmaction - INFO - Epoch [1][880/3520] lr: 7.500e-03, eta: 1 day, 23:38:23, time: 0.994, data_time: 0.008, memory: 10390, top1_acc: 0.0688, top5_acc: 0.1969, loss_cls: 4.5746, loss: 4.5746, grad_norm: 3.3096 2020-10-10 22:57:23,576 - mmaction - INFO - Epoch [1][900/3520] lr: 7.500e-03, eta: 1 day, 23:39:01, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.0833, top5_acc: 0.2323, loss_cls: 4.4801, loss: 4.4801, grad_norm: 4.0255 2020-10-10 22:57:42,938 - mmaction - INFO - Epoch [1][920/3520] lr: 7.500e-03, eta: 1 day, 23:37:59, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.0594, top5_acc: 0.2271, loss_cls: 4.5412, loss: 4.5412, grad_norm: 3.7317 2020-10-10 22:58:02,186 - mmaction - INFO - Epoch [1][940/3520] lr: 7.500e-03, eta: 1 day, 23:36:39, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.0813, top5_acc: 0.2250, loss_cls: 4.4888, loss: 4.4888, grad_norm: 3.4794 2020-10-10 22:58:21,926 - mmaction - INFO - Epoch [1][960/3520] lr: 7.500e-03, eta: 1 day, 23:36:47, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.0750, top5_acc: 0.2188, loss_cls: 4.5623, loss: 4.5623, grad_norm: 3.6210 2020-10-10 22:58:40,637 - mmaction - INFO - Epoch [1][980/3520] lr: 7.500e-03, eta: 1 day, 23:33:51, time: 0.935, data_time: 0.002, memory: 10390, top1_acc: 0.0656, top5_acc: 0.2219, loss_cls: 4.4446, loss: 4.4446, grad_norm: 3.6316 2020-10-10 22:59:00,027 - mmaction - INFO - Epoch [1][1000/3520] lr: 7.500e-03, eta: 1 day, 23:32:59, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.0708, top5_acc: 0.2500, loss_cls: 4.4457, loss: 4.4457, grad_norm: 3.8122 2020-10-10 22:59:20,274 - mmaction - INFO - Epoch [1][1020/3520] lr: 7.500e-03, eta: 1 day, 23:34:36, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.0729, top5_acc: 0.2229, loss_cls: 4.4820, loss: 4.4820, grad_norm: 3.8469 2020-10-10 22:59:39,401 - mmaction - INFO - Epoch [1][1040/3520] lr: 7.500e-03, eta: 1 day, 23:33:00, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.0750, top5_acc: 0.2344, loss_cls: 4.4326, loss: 4.4326, grad_norm: 3.9041 2020-10-10 22:59:58,723 - mmaction - INFO - Epoch [1][1060/3520] lr: 7.500e-03, eta: 1 day, 23:32:02, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.0719, top5_acc: 0.2469, loss_cls: 4.4869, loss: 4.4869, grad_norm: 3.8264 2020-10-10 23:00:20,669 - mmaction - INFO - Epoch [1][1080/3520] lr: 7.500e-03, eta: 1 day, 23:37:56, time: 1.093, data_time: 0.002, memory: 10390, top1_acc: 0.0792, top5_acc: 0.2635, loss_cls: 4.4068, loss: 4.4068, grad_norm: 3.7785 2020-10-10 23:00:39,455 - mmaction - INFO - Epoch [1][1100/3520] lr: 7.500e-03, eta: 1 day, 23:35:36, time: 0.943, data_time: 0.011, memory: 10390, top1_acc: 0.0854, top5_acc: 0.2521, loss_cls: 4.3579, loss: 4.3579, grad_norm: 3.9376 2020-10-10 23:00:59,140 - mmaction - INFO - Epoch [1][1120/3520] lr: 7.500e-03, eta: 1 day, 23:35:30, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.0885, top5_acc: 0.2479, loss_cls: 4.4152, loss: 4.4152, grad_norm: 3.7661 2020-10-10 23:01:18,698 - mmaction - INFO - Epoch [1][1140/3520] lr: 7.500e-03, eta: 1 day, 23:35:07, time: 0.979, data_time: 0.008, memory: 10390, top1_acc: 0.0885, top5_acc: 0.2396, loss_cls: 4.4019, loss: 4.4019, grad_norm: 3.8921 2020-10-10 23:01:38,122 - mmaction - INFO - Epoch [1][1160/3520] lr: 7.500e-03, eta: 1 day, 23:34:24, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.0792, top5_acc: 0.2354, loss_cls: 4.4172, loss: 4.4172, grad_norm: 3.7927 2020-10-10 23:01:57,093 - mmaction - INFO - Epoch [1][1180/3520] lr: 7.500e-03, eta: 1 day, 23:32:32, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.0948, top5_acc: 0.2635, loss_cls: 4.3108, loss: 4.3108, grad_norm: 4.0887 2020-10-10 23:02:16,815 - mmaction - INFO - Epoch [1][1200/3520] lr: 7.500e-03, eta: 1 day, 23:32:33, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.0885, top5_acc: 0.2635, loss_cls: 4.3329, loss: 4.3329, grad_norm: 4.2420 2020-10-10 23:02:36,861 - mmaction - INFO - Epoch [1][1220/3520] lr: 7.500e-03, eta: 1 day, 23:33:20, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.0823, top5_acc: 0.2479, loss_cls: 4.3658, loss: 4.3658, grad_norm: 4.1283 2020-10-10 23:02:55,863 - mmaction - INFO - Epoch [1][1240/3520] lr: 7.500e-03, eta: 1 day, 23:31:33, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.0760, top5_acc: 0.2677, loss_cls: 4.3266, loss: 4.3266, grad_norm: 4.0674 2020-10-10 23:03:15,288 - mmaction - INFO - Epoch [1][1260/3520] lr: 7.500e-03, eta: 1 day, 23:30:53, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.0917, top5_acc: 0.2656, loss_cls: 4.3477, loss: 4.3477, grad_norm: 4.1472 2020-10-10 23:03:34,835 - mmaction - INFO - Epoch [1][1280/3520] lr: 7.500e-03, eta: 1 day, 23:30:31, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.0844, top5_acc: 0.2479, loss_cls: 4.3683, loss: 4.3683, grad_norm: 3.8923 2020-10-10 23:03:54,786 - mmaction - INFO - Epoch [1][1300/3520] lr: 7.500e-03, eta: 1 day, 23:31:01, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.1021, top5_acc: 0.2844, loss_cls: 4.2983, loss: 4.2983, grad_norm: 4.2552 2020-10-10 23:04:13,911 - mmaction - INFO - Epoch [1][1320/3520] lr: 7.500e-03, eta: 1 day, 23:29:38, time: 0.955, data_time: 0.003, memory: 10390, top1_acc: 0.1042, top5_acc: 0.2813, loss_cls: 4.2678, loss: 4.2678, grad_norm: 4.1130 2020-10-10 23:04:33,930 - mmaction - INFO - Epoch [1][1340/3520] lr: 7.500e-03, eta: 1 day, 23:30:15, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.0875, top5_acc: 0.2604, loss_cls: 4.3936, loss: 4.3936, grad_norm: 4.1645 2020-10-10 23:04:53,208 - mmaction - INFO - Epoch [1][1360/3520] lr: 7.500e-03, eta: 1 day, 23:29:19, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.1000, top5_acc: 0.2917, loss_cls: 4.1619, loss: 4.1619, grad_norm: 4.4849 2020-10-10 23:05:14,343 - mmaction - INFO - Epoch [1][1380/3520] lr: 7.500e-03, eta: 1 day, 23:32:18, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.0938, top5_acc: 0.2708, loss_cls: 4.3210, loss: 4.3210, grad_norm: 4.1284 2020-10-10 23:05:34,746 - mmaction - INFO - Epoch [1][1400/3520] lr: 7.500e-03, eta: 1 day, 23:33:34, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.1073, top5_acc: 0.2979, loss_cls: 4.2220, loss: 4.2220, grad_norm: 4.3553 2020-10-10 23:05:54,634 - mmaction - INFO - Epoch [1][1420/3520] lr: 7.500e-03, eta: 1 day, 23:33:54, time: 0.997, data_time: 0.008, memory: 10390, top1_acc: 0.1104, top5_acc: 0.2729, loss_cls: 4.3136, loss: 4.3136, grad_norm: 4.0298 2020-10-10 23:06:15,090 - mmaction - INFO - Epoch [1][1440/3520] lr: 7.500e-03, eta: 1 day, 23:35:13, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.1083, top5_acc: 0.2969, loss_cls: 4.2486, loss: 4.2486, grad_norm: 4.3977 2020-10-10 23:06:34,838 - mmaction - INFO - Epoch [1][1460/3520] lr: 7.500e-03, eta: 1 day, 23:35:10, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.1031, top5_acc: 0.2896, loss_cls: 4.2371, loss: 4.2371, grad_norm: 4.3053 2020-10-10 23:06:54,017 - mmaction - INFO - Epoch [1][1480/3520] lr: 7.500e-03, eta: 1 day, 23:33:49, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.0781, top5_acc: 0.2781, loss_cls: 4.3132, loss: 4.3132, grad_norm: 4.2980 2020-10-10 23:07:13,988 - mmaction - INFO - Epoch [1][1500/3520] lr: 7.500e-03, eta: 1 day, 23:34:17, time: 1.002, data_time: 0.008, memory: 10390, top1_acc: 0.1000, top5_acc: 0.2750, loss_cls: 4.2386, loss: 4.2386, grad_norm: 4.3008 2020-10-10 23:07:33,465 - mmaction - INFO - Epoch [1][1520/3520] lr: 7.500e-03, eta: 1 day, 23:33:29, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.1052, top5_acc: 0.3000, loss_cls: 4.2633, loss: 4.2633, grad_norm: 4.2275 2020-10-10 23:07:53,340 - mmaction - INFO - Epoch [1][1540/3520] lr: 7.500e-03, eta: 1 day, 23:33:48, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.1198, top5_acc: 0.3271, loss_cls: 4.1893, loss: 4.1893, grad_norm: 4.4589 2020-10-10 23:08:12,830 - mmaction - INFO - Epoch [1][1560/3520] lr: 7.500e-03, eta: 1 day, 23:33:11, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.1438, top5_acc: 0.3375, loss_cls: 4.0734, loss: 4.0734, grad_norm: 4.2690 2020-10-10 23:08:32,829 - mmaction - INFO - Epoch [1][1580/3520] lr: 7.500e-03, eta: 1 day, 23:33:33, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.1042, top5_acc: 0.2969, loss_cls: 4.2523, loss: 4.2523, grad_norm: 4.4761 2020-10-10 23:08:52,449 - mmaction - INFO - Epoch [1][1600/3520] lr: 7.500e-03, eta: 1 day, 23:33:14, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.0917, top5_acc: 0.2708, loss_cls: 4.3019, loss: 4.3019, grad_norm: 4.3692 2020-10-10 23:09:12,271 - mmaction - INFO - Epoch [1][1620/3520] lr: 7.500e-03, eta: 1 day, 23:33:15, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.1260, top5_acc: 0.3240, loss_cls: 4.1211, loss: 4.1211, grad_norm: 4.3278 2020-10-10 23:09:32,801 - mmaction - INFO - Epoch [1][1640/3520] lr: 7.500e-03, eta: 1 day, 23:34:18, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.1323, top5_acc: 0.3292, loss_cls: 4.0578, loss: 4.0578, grad_norm: 4.4725 2020-10-10 23:09:52,603 - mmaction - INFO - Epoch [1][1660/3520] lr: 7.500e-03, eta: 1 day, 23:34:23, time: 0.994, data_time: 0.008, memory: 10390, top1_acc: 0.1063, top5_acc: 0.3021, loss_cls: 4.1876, loss: 4.1876, grad_norm: 4.3515 2020-10-10 23:10:12,849 - mmaction - INFO - Epoch [1][1680/3520] lr: 7.500e-03, eta: 1 day, 23:35:07, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.1115, top5_acc: 0.3156, loss_cls: 4.1845, loss: 4.1845, grad_norm: 4.5116 2020-10-10 23:10:32,264 - mmaction - INFO - Epoch [1][1700/3520] lr: 7.500e-03, eta: 1 day, 23:34:18, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.1167, top5_acc: 0.2979, loss_cls: 4.1739, loss: 4.1739, grad_norm: 4.4492 2020-10-10 23:10:52,537 - mmaction - INFO - Epoch [1][1720/3520] lr: 7.500e-03, eta: 1 day, 23:35:07, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.1229, top5_acc: 0.3188, loss_cls: 4.0941, loss: 4.0941, grad_norm: 4.5547 2020-10-10 23:11:11,675 - mmaction - INFO - Epoch [1][1740/3520] lr: 7.500e-03, eta: 1 day, 23:33:57, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.1302, top5_acc: 0.3417, loss_cls: 4.0384, loss: 4.0384, grad_norm: 4.7568 2020-10-10 23:11:31,019 - mmaction - INFO - Epoch [1][1760/3520] lr: 7.500e-03, eta: 1 day, 23:33:06, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.1281, top5_acc: 0.3500, loss_cls: 4.0939, loss: 4.0939, grad_norm: 4.6025 2020-10-10 23:11:51,505 - mmaction - INFO - Epoch [1][1780/3520] lr: 7.500e-03, eta: 1 day, 23:34:09, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.1188, top5_acc: 0.3052, loss_cls: 4.1671, loss: 4.1671, grad_norm: 4.4318 2020-10-10 23:12:11,189 - mmaction - INFO - Epoch [1][1800/3520] lr: 7.500e-03, eta: 1 day, 23:33:48, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.1365, top5_acc: 0.3094, loss_cls: 4.1027, loss: 4.1027, grad_norm: 4.7661 2020-10-10 23:12:31,766 - mmaction - INFO - Epoch [1][1820/3520] lr: 7.500e-03, eta: 1 day, 23:34:55, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.1396, top5_acc: 0.3563, loss_cls: 4.0555, loss: 4.0555, grad_norm: 4.6790 2020-10-10 23:12:50,833 - mmaction - INFO - Epoch [1][1840/3520] lr: 7.500e-03, eta: 1 day, 23:33:42, time: 0.955, data_time: 0.008, memory: 10390, top1_acc: 0.1104, top5_acc: 0.3323, loss_cls: 4.0868, loss: 4.0868, grad_norm: 4.4635 2020-10-10 23:13:10,103 - mmaction - INFO - Epoch [1][1860/3520] lr: 7.500e-03, eta: 1 day, 23:32:45, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.1208, top5_acc: 0.3188, loss_cls: 4.1190, loss: 4.1190, grad_norm: 4.5145 2020-10-10 23:13:29,672 - mmaction - INFO - Epoch [1][1880/3520] lr: 7.500e-03, eta: 1 day, 23:32:12, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.1333, top5_acc: 0.3448, loss_cls: 4.0712, loss: 4.0712, grad_norm: 4.5757 2020-10-10 23:13:50,453 - mmaction - INFO - Epoch [1][1900/3520] lr: 7.500e-03, eta: 1 day, 23:33:39, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.1479, top5_acc: 0.3385, loss_cls: 3.9981, loss: 3.9981, grad_norm: 4.7473 2020-10-10 23:14:10,063 - mmaction - INFO - Epoch [1][1920/3520] lr: 7.500e-03, eta: 1 day, 23:33:16, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.1292, top5_acc: 0.3510, loss_cls: 4.0422, loss: 4.0422, grad_norm: 4.7447 2020-10-10 23:14:30,725 - mmaction - INFO - Epoch [1][1940/3520] lr: 7.500e-03, eta: 1 day, 23:34:17, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.1323, top5_acc: 0.3344, loss_cls: 4.1184, loss: 4.1184, grad_norm: 4.6770 2020-10-10 23:14:50,714 - mmaction - INFO - Epoch [1][1960/3520] lr: 7.500e-03, eta: 1 day, 23:34:33, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.1365, top5_acc: 0.3625, loss_cls: 3.9873, loss: 3.9873, grad_norm: 4.6573 2020-10-10 23:15:10,143 - mmaction - INFO - Epoch [1][1980/3520] lr: 7.500e-03, eta: 1 day, 23:33:52, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.1281, top5_acc: 0.3542, loss_cls: 3.9994, loss: 3.9994, grad_norm: 4.7746 2020-10-10 23:15:30,122 - mmaction - INFO - Epoch [1][2000/3520] lr: 7.500e-03, eta: 1 day, 23:33:58, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.1406, top5_acc: 0.3625, loss_cls: 3.9765, loss: 3.9765, grad_norm: 4.8907 2020-10-10 23:15:50,308 - mmaction - INFO - Epoch [1][2020/3520] lr: 7.500e-03, eta: 1 day, 23:34:20, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.1573, top5_acc: 0.3719, loss_cls: 3.9387, loss: 3.9387, grad_norm: 4.7883 2020-10-10 23:16:10,973 - mmaction - INFO - Epoch [1][2040/3520] lr: 7.500e-03, eta: 1 day, 23:35:23, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.1458, top5_acc: 0.3563, loss_cls: 3.9654, loss: 3.9654, grad_norm: 4.6658 2020-10-10 23:16:30,142 - mmaction - INFO - Epoch [1][2060/3520] lr: 7.500e-03, eta: 1 day, 23:34:20, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.1417, top5_acc: 0.3625, loss_cls: 3.9159, loss: 3.9159, grad_norm: 5.0639 2020-10-10 23:16:51,180 - mmaction - INFO - Epoch [1][2080/3520] lr: 7.500e-03, eta: 1 day, 23:35:53, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.1531, top5_acc: 0.3656, loss_cls: 3.9685, loss: 3.9685, grad_norm: 4.8700 2020-10-10 23:17:10,445 - mmaction - INFO - Epoch [1][2100/3520] lr: 7.500e-03, eta: 1 day, 23:34:57, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.1427, top5_acc: 0.3646, loss_cls: 3.9278, loss: 3.9278, grad_norm: 4.5476 2020-10-10 23:17:30,380 - mmaction - INFO - Epoch [1][2120/3520] lr: 7.500e-03, eta: 1 day, 23:34:57, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.1656, top5_acc: 0.3625, loss_cls: 3.9358, loss: 3.9358, grad_norm: 5.0595 2020-10-10 23:17:49,690 - mmaction - INFO - Epoch [1][2140/3520] lr: 7.500e-03, eta: 1 day, 23:34:04, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.1542, top5_acc: 0.3688, loss_cls: 3.9300, loss: 3.9300, grad_norm: 4.8533 2020-10-10 23:18:09,309 - mmaction - INFO - Epoch [1][2160/3520] lr: 7.500e-03, eta: 1 day, 23:33:37, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.1646, top5_acc: 0.3781, loss_cls: 3.8544, loss: 3.8544, grad_norm: 4.8972 2020-10-10 23:18:28,844 - mmaction - INFO - Epoch [1][2180/3520] lr: 7.500e-03, eta: 1 day, 23:33:06, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.1406, top5_acc: 0.3510, loss_cls: 3.9389, loss: 3.9389, grad_norm: 4.8380 2020-10-10 23:18:48,279 - mmaction - INFO - Epoch [1][2200/3520] lr: 7.500e-03, eta: 1 day, 23:32:26, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.1656, top5_acc: 0.3719, loss_cls: 3.9271, loss: 3.9271, grad_norm: 4.8387 2020-10-10 23:19:07,604 - mmaction - INFO - Epoch [1][2220/3520] lr: 7.500e-03, eta: 1 day, 23:31:37, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.1448, top5_acc: 0.3531, loss_cls: 3.9205, loss: 3.9205, grad_norm: 5.0269 2020-10-10 23:19:27,799 - mmaction - INFO - Epoch [1][2240/3520] lr: 7.500e-03, eta: 1 day, 23:31:56, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.1542, top5_acc: 0.3573, loss_cls: 3.9688, loss: 3.9688, grad_norm: 4.9914 2020-10-10 23:19:47,616 - mmaction - INFO - Epoch [1][2260/3520] lr: 7.500e-03, eta: 1 day, 23:31:45, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.1531, top5_acc: 0.3885, loss_cls: 3.8827, loss: 3.8827, grad_norm: 5.0009 2020-10-10 23:20:07,473 - mmaction - INFO - Epoch [1][2280/3520] lr: 7.500e-03, eta: 1 day, 23:31:39, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.1688, top5_acc: 0.3667, loss_cls: 3.8446, loss: 3.8446, grad_norm: 4.8401 2020-10-10 23:20:26,532 - mmaction - INFO - Epoch [1][2300/3520] lr: 7.500e-03, eta: 1 day, 23:30:27, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.1677, top5_acc: 0.3917, loss_cls: 3.8718, loss: 3.8718, grad_norm: 4.8251 2020-10-10 23:20:46,120 - mmaction - INFO - Epoch [1][2320/3520] lr: 7.500e-03, eta: 1 day, 23:30:01, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.1625, top5_acc: 0.3844, loss_cls: 3.8616, loss: 3.8616, grad_norm: 4.8774 2020-10-10 23:21:05,889 - mmaction - INFO - Epoch [1][2340/3520] lr: 7.500e-03, eta: 1 day, 23:29:49, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.1667, top5_acc: 0.3635, loss_cls: 3.9162, loss: 3.9162, grad_norm: 4.9633 2020-10-10 23:21:25,694 - mmaction - INFO - Epoch [1][2360/3520] lr: 7.500e-03, eta: 1 day, 23:29:38, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.1323, top5_acc: 0.3688, loss_cls: 3.9231, loss: 3.9231, grad_norm: 5.1264 2020-10-10 23:21:45,284 - mmaction - INFO - Epoch [1][2380/3520] lr: 7.500e-03, eta: 1 day, 23:29:10, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.1552, top5_acc: 0.3698, loss_cls: 3.8856, loss: 3.8856, grad_norm: 4.9656 2020-10-10 23:22:04,679 - mmaction - INFO - Epoch [1][2400/3520] lr: 7.500e-03, eta: 1 day, 23:28:29, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.1708, top5_acc: 0.3688, loss_cls: 3.9200, loss: 3.9200, grad_norm: 4.9148 2020-10-10 23:22:24,061 - mmaction - INFO - Epoch [1][2420/3520] lr: 7.500e-03, eta: 1 day, 23:27:48, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.1719, top5_acc: 0.4104, loss_cls: 3.7982, loss: 3.7982, grad_norm: 4.8657 2020-10-10 23:22:44,056 - mmaction - INFO - Epoch [1][2440/3520] lr: 7.500e-03, eta: 1 day, 23:27:49, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.1531, top5_acc: 0.3948, loss_cls: 3.8538, loss: 3.8538, grad_norm: 4.7564 2020-10-10 23:23:03,433 - mmaction - INFO - Epoch [1][2460/3520] lr: 7.500e-03, eta: 1 day, 23:27:07, time: 0.969, data_time: 0.009, memory: 10390, top1_acc: 0.1573, top5_acc: 0.3948, loss_cls: 3.8132, loss: 3.8132, grad_norm: 5.0425 2020-10-10 23:23:22,734 - mmaction - INFO - Epoch [1][2480/3520] lr: 7.500e-03, eta: 1 day, 23:26:18, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.1615, top5_acc: 0.3844, loss_cls: 3.9368, loss: 3.9368, grad_norm: 5.1072 2020-10-10 23:23:42,274 - mmaction - INFO - Epoch [1][2500/3520] lr: 7.500e-03, eta: 1 day, 23:25:51, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.1656, top5_acc: 0.3990, loss_cls: 3.8613, loss: 3.8613, grad_norm: 5.1040 2020-10-10 23:24:01,544 - mmaction - INFO - Epoch [1][2520/3520] lr: 7.500e-03, eta: 1 day, 23:24:59, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.1688, top5_acc: 0.3844, loss_cls: 3.8298, loss: 3.8298, grad_norm: 5.0862 2020-10-10 23:24:21,243 - mmaction - INFO - Epoch [1][2540/3520] lr: 7.500e-03, eta: 1 day, 23:24:44, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.1458, top5_acc: 0.3615, loss_cls: 3.8789, loss: 3.8789, grad_norm: 4.7784 2020-10-10 23:24:40,678 - mmaction - INFO - Epoch [1][2560/3520] lr: 7.500e-03, eta: 1 day, 23:24:09, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.1479, top5_acc: 0.3885, loss_cls: 3.8063, loss: 3.8063, grad_norm: 4.9800 2020-10-10 23:25:01,612 - mmaction - INFO - Epoch [1][2580/3520] lr: 7.500e-03, eta: 1 day, 23:25:11, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.1604, top5_acc: 0.3865, loss_cls: 3.8105, loss: 3.8105, grad_norm: 5.1238 2020-10-10 23:25:20,602 - mmaction - INFO - Epoch [1][2600/3520] lr: 7.500e-03, eta: 1 day, 23:24:07, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.1594, top5_acc: 0.3750, loss_cls: 3.8929, loss: 3.8929, grad_norm: 5.1518 2020-10-10 23:25:40,668 - mmaction - INFO - Epoch [1][2620/3520] lr: 7.500e-03, eta: 1 day, 23:24:13, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.1854, top5_acc: 0.4042, loss_cls: 3.7941, loss: 3.7941, grad_norm: 5.1164 2020-10-10 23:26:00,651 - mmaction - INFO - Epoch [1][2640/3520] lr: 7.500e-03, eta: 1 day, 23:24:11, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.1865, top5_acc: 0.4177, loss_cls: 3.7627, loss: 3.7627, grad_norm: 5.1944 2020-10-10 23:26:19,600 - mmaction - INFO - Epoch [1][2660/3520] lr: 7.500e-03, eta: 1 day, 23:23:04, time: 0.948, data_time: 0.006, memory: 10390, top1_acc: 0.1646, top5_acc: 0.3771, loss_cls: 3.8458, loss: 3.8458, grad_norm: 5.1931 2020-10-10 23:26:39,118 - mmaction - INFO - Epoch [1][2680/3520] lr: 7.500e-03, eta: 1 day, 23:22:34, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.1500, top5_acc: 0.3917, loss_cls: 3.8046, loss: 3.8046, grad_norm: 4.8947 2020-10-10 23:26:58,495 - mmaction - INFO - Epoch [1][2700/3520] lr: 7.500e-03, eta: 1 day, 23:21:55, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.1677, top5_acc: 0.4042, loss_cls: 3.7517, loss: 3.7517, grad_norm: 4.9570 2020-10-10 23:27:17,951 - mmaction - INFO - Epoch [1][2720/3520] lr: 7.500e-03, eta: 1 day, 23:21:20, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.1708, top5_acc: 0.4115, loss_cls: 3.6977, loss: 3.6977, grad_norm: 5.1359 2020-10-10 23:27:37,499 - mmaction - INFO - Epoch [1][2740/3520] lr: 7.500e-03, eta: 1 day, 23:20:53, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.1740, top5_acc: 0.4146, loss_cls: 3.7730, loss: 3.7730, grad_norm: 4.9555 2020-10-10 23:27:57,248 - mmaction - INFO - Epoch [1][2760/3520] lr: 7.500e-03, eta: 1 day, 23:20:38, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.1958, top5_acc: 0.4354, loss_cls: 3.6504, loss: 3.6504, grad_norm: 5.1683 2020-10-10 23:28:17,335 - mmaction - INFO - Epoch [1][2780/3520] lr: 7.500e-03, eta: 1 day, 23:20:44, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.1812, top5_acc: 0.4240, loss_cls: 3.7129, loss: 3.7129, grad_norm: 5.3356 2020-10-10 23:28:37,262 - mmaction - INFO - Epoch [1][2800/3520] lr: 7.500e-03, eta: 1 day, 23:20:38, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.1823, top5_acc: 0.4146, loss_cls: 3.7630, loss: 3.7630, grad_norm: 5.0999 2020-10-10 23:28:56,346 - mmaction - INFO - Epoch [1][2820/3520] lr: 7.500e-03, eta: 1 day, 23:19:44, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.1615, top5_acc: 0.3823, loss_cls: 3.8448, loss: 3.8448, grad_norm: 5.1220 2020-10-10 23:29:15,666 - mmaction - INFO - Epoch [1][2840/3520] lr: 7.500e-03, eta: 1 day, 23:19:02, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.1917, top5_acc: 0.4198, loss_cls: 3.7349, loss: 3.7349, grad_norm: 5.1260 2020-10-10 23:29:35,604 - mmaction - INFO - Epoch [1][2860/3520] lr: 7.500e-03, eta: 1 day, 23:18:58, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.1875, top5_acc: 0.4198, loss_cls: 3.7325, loss: 3.7325, grad_norm: 5.0814 2020-10-10 23:29:54,938 - mmaction - INFO - Epoch [1][2880/3520] lr: 7.500e-03, eta: 1 day, 23:18:18, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.1906, top5_acc: 0.4531, loss_cls: 3.6089, loss: 3.6089, grad_norm: 5.2820 2020-10-10 23:30:14,892 - mmaction - INFO - Epoch [1][2900/3520] lr: 7.500e-03, eta: 1 day, 23:18:15, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.1885, top5_acc: 0.4146, loss_cls: 3.7396, loss: 3.7396, grad_norm: 5.2294 2020-10-10 23:30:33,864 - mmaction - INFO - Epoch [1][2920/3520] lr: 7.500e-03, eta: 1 day, 23:17:14, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.1740, top5_acc: 0.4042, loss_cls: 3.7751, loss: 3.7751, grad_norm: 4.9807 2020-10-10 23:30:53,637 - mmaction - INFO - Epoch [1][2940/3520] lr: 7.500e-03, eta: 1 day, 23:16:59, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.2000, top5_acc: 0.4135, loss_cls: 3.7072, loss: 3.7072, grad_norm: 4.9091 2020-10-10 23:31:12,866 - mmaction - INFO - Epoch [1][2960/3520] lr: 7.500e-03, eta: 1 day, 23:16:15, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.1885, top5_acc: 0.4260, loss_cls: 3.7331, loss: 3.7331, grad_norm: 5.0914 2020-10-10 23:31:32,879 - mmaction - INFO - Epoch [1][2980/3520] lr: 7.500e-03, eta: 1 day, 23:16:14, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.1760, top5_acc: 0.4135, loss_cls: 3.7277, loss: 3.7277, grad_norm: 5.0176 2020-10-10 23:31:52,289 - mmaction - INFO - Epoch [1][3000/3520] lr: 7.500e-03, eta: 1 day, 23:15:40, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.2042, top5_acc: 0.4260, loss_cls: 3.6662, loss: 3.6662, grad_norm: 5.0228 2020-10-10 23:32:11,517 - mmaction - INFO - Epoch [1][3020/3520] lr: 7.500e-03, eta: 1 day, 23:14:55, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.1927, top5_acc: 0.4219, loss_cls: 3.6851, loss: 3.6851, grad_norm: 5.1827 2020-10-10 23:32:31,023 - mmaction - INFO - Epoch [1][3040/3520] lr: 7.500e-03, eta: 1 day, 23:14:27, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.1990, top5_acc: 0.4594, loss_cls: 3.5932, loss: 3.5932, grad_norm: 5.4635 2020-10-10 23:32:50,563 - mmaction - INFO - Epoch [1][3060/3520] lr: 7.500e-03, eta: 1 day, 23:13:59, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.1792, top5_acc: 0.4083, loss_cls: 3.7246, loss: 3.7246, grad_norm: 5.2608 2020-10-10 23:33:10,570 - mmaction - INFO - Epoch [1][3080/3520] lr: 7.500e-03, eta: 1 day, 23:13:59, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.1990, top5_acc: 0.4188, loss_cls: 3.6696, loss: 3.6696, grad_norm: 5.3437 2020-10-10 23:33:30,010 - mmaction - INFO - Epoch [1][3100/3520] lr: 7.500e-03, eta: 1 day, 23:13:27, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.2281, top5_acc: 0.4479, loss_cls: 3.5929, loss: 3.5929, grad_norm: 5.0345 2020-10-10 23:33:50,225 - mmaction - INFO - Epoch [1][3120/3520] lr: 7.500e-03, eta: 1 day, 23:13:36, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.2187, top5_acc: 0.4563, loss_cls: 3.6005, loss: 3.6005, grad_norm: 5.2667 2020-10-10 23:34:09,602 - mmaction - INFO - Epoch [1][3140/3520] lr: 7.500e-03, eta: 1 day, 23:13:01, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.2000, top5_acc: 0.4260, loss_cls: 3.6659, loss: 3.6659, grad_norm: 5.0427 2020-10-10 23:34:28,668 - mmaction - INFO - Epoch [1][3160/3520] lr: 7.500e-03, eta: 1 day, 23:12:04, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.1896, top5_acc: 0.4531, loss_cls: 3.6170, loss: 3.6170, grad_norm: 5.5008 2020-10-10 23:34:48,048 - mmaction - INFO - Epoch [1][3180/3520] lr: 7.500e-03, eta: 1 day, 23:11:34, time: 0.974, data_time: 0.008, memory: 10390, top1_acc: 0.1917, top5_acc: 0.4375, loss_cls: 3.6510, loss: 3.6510, grad_norm: 5.2322 2020-10-10 23:35:07,416 - mmaction - INFO - Epoch [1][3200/3520] lr: 7.500e-03, eta: 1 day, 23:10:59, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.1750, top5_acc: 0.4365, loss_cls: 3.6739, loss: 3.6739, grad_norm: 4.9783 2020-10-10 23:35:26,820 - mmaction - INFO - Epoch [1][3220/3520] lr: 7.500e-03, eta: 1 day, 23:10:24, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.1948, top5_acc: 0.4479, loss_cls: 3.6245, loss: 3.6245, grad_norm: 5.2315 2020-10-10 23:35:46,219 - mmaction - INFO - Epoch [1][3240/3520] lr: 7.500e-03, eta: 1 day, 23:09:49, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.2188, top5_acc: 0.4573, loss_cls: 3.6092, loss: 3.6092, grad_norm: 5.4220 2020-10-10 23:36:05,894 - mmaction - INFO - Epoch [1][3260/3520] lr: 7.500e-03, eta: 1 day, 23:09:32, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.2104, top5_acc: 0.4375, loss_cls: 3.5962, loss: 3.5962, grad_norm: 5.2000 2020-10-10 23:36:25,585 - mmaction - INFO - Epoch [1][3280/3520] lr: 7.500e-03, eta: 1 day, 23:09:14, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.1990, top5_acc: 0.4365, loss_cls: 3.6504, loss: 3.6504, grad_norm: 5.3907 2020-10-10 23:36:45,332 - mmaction - INFO - Epoch [1][3300/3520] lr: 7.500e-03, eta: 1 day, 23:09:00, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.2052, top5_acc: 0.4302, loss_cls: 3.6411, loss: 3.6411, grad_norm: 5.0684 2020-10-10 23:37:04,924 - mmaction - INFO - Epoch [1][3320/3520] lr: 7.500e-03, eta: 1 day, 23:08:33, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.1875, top5_acc: 0.4292, loss_cls: 3.6856, loss: 3.6856, grad_norm: 5.2984 2020-10-10 23:37:24,769 - mmaction - INFO - Epoch [1][3340/3520] lr: 7.500e-03, eta: 1 day, 23:08:27, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.2031, top5_acc: 0.4292, loss_cls: 3.6523, loss: 3.6523, grad_norm: 5.1463 2020-10-10 23:37:44,704 - mmaction - INFO - Epoch [1][3360/3520] lr: 7.500e-03, eta: 1 day, 23:08:19, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.2083, top5_acc: 0.4458, loss_cls: 3.6474, loss: 3.6474, grad_norm: 5.2636 2020-10-10 23:38:05,129 - mmaction - INFO - Epoch [1][3380/3520] lr: 7.500e-03, eta: 1 day, 23:08:41, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.1823, top5_acc: 0.4469, loss_cls: 3.6550, loss: 3.6550, grad_norm: 5.1873 2020-10-10 23:38:23,901 - mmaction - INFO - Epoch [1][3400/3520] lr: 7.500e-03, eta: 1 day, 23:07:34, time: 0.936, data_time: 0.004, memory: 10390, top1_acc: 0.2042, top5_acc: 0.4573, loss_cls: 3.5634, loss: 3.5634, grad_norm: 5.3446 2020-10-10 23:38:43,163 - mmaction - INFO - Epoch [1][3420/3520] lr: 7.500e-03, eta: 1 day, 23:06:56, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.2219, top5_acc: 0.4521, loss_cls: 3.5700, loss: 3.5700, grad_norm: 5.3519 2020-10-10 23:39:03,207 - mmaction - INFO - Epoch [1][3440/3520] lr: 7.500e-03, eta: 1 day, 23:06:55, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.2052, top5_acc: 0.4698, loss_cls: 3.5057, loss: 3.5057, grad_norm: 5.3603 2020-10-10 23:39:22,728 - mmaction - INFO - Epoch [1][3460/3520] lr: 7.500e-03, eta: 1 day, 23:06:30, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.2052, top5_acc: 0.4490, loss_cls: 3.5514, loss: 3.5514, grad_norm: 5.3704 2020-10-10 23:39:44,142 - mmaction - INFO - Epoch [1][3480/3520] lr: 7.500e-03, eta: 1 day, 23:07:37, time: 1.071, data_time: 0.002, memory: 10390, top1_acc: 0.1885, top5_acc: 0.4385, loss_cls: 3.6316, loss: 3.6316, grad_norm: 5.4574 2020-10-10 23:40:04,550 - mmaction - INFO - Epoch [1][3500/3520] lr: 7.500e-03, eta: 1 day, 23:07:53, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.1875, top5_acc: 0.4396, loss_cls: 3.6408, loss: 3.6408, grad_norm: 5.1500 2020-10-10 23:40:22,932 - mmaction - INFO - Epoch [1][3520/3520] lr: 7.500e-03, eta: 1 day, 23:06:31, time: 0.920, data_time: 0.003, memory: 10390, top1_acc: 0.2217, top5_acc: 0.4739, loss_cls: 3.4623, loss: 3.4623, grad_norm: 5.2397 2020-10-10 23:40:23,479 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-10-10 23:40:56,089 - mmaction - INFO - Epoch [2][20/3520] lr: 7.500e-03, eta: 1 day, 23:15:40, time: 1.567, data_time: 0.648, memory: 10390, top1_acc: 0.1990, top5_acc: 0.4479, loss_cls: 3.5987, loss: 3.5987, grad_norm: 5.2463 2020-10-10 23:41:14,114 - mmaction - INFO - Epoch [2][40/3520] lr: 7.500e-03, eta: 1 day, 23:14:01, time: 0.904, data_time: 0.005, memory: 10390, top1_acc: 0.2125, top5_acc: 0.4437, loss_cls: 3.6022, loss: 3.6022, grad_norm: 5.4255 2020-10-10 23:41:33,259 - mmaction - INFO - Epoch [2][60/3520] lr: 7.500e-03, eta: 1 day, 23:13:13, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.2375, top5_acc: 0.4698, loss_cls: 3.4962, loss: 3.4962, grad_norm: 5.5735 2020-10-10 23:41:52,310 - mmaction - INFO - Epoch [2][80/3520] lr: 7.500e-03, eta: 1 day, 23:12:20, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.5109, loss: 3.5109, grad_norm: 5.4397 2020-10-10 23:42:11,331 - mmaction - INFO - Epoch [2][100/3520] lr: 7.500e-03, eta: 1 day, 23:11:28, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.2385, top5_acc: 0.4906, loss_cls: 3.4099, loss: 3.4099, grad_norm: 5.6390 2020-10-10 23:42:30,906 - mmaction - INFO - Epoch [2][120/3520] lr: 7.500e-03, eta: 1 day, 23:11:03, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.1948, top5_acc: 0.4802, loss_cls: 3.4882, loss: 3.4882, grad_norm: 5.6370 2020-10-10 23:42:50,066 - mmaction - INFO - Epoch [2][140/3520] lr: 7.500e-03, eta: 1 day, 23:10:17, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.2438, top5_acc: 0.4927, loss_cls: 3.4866, loss: 3.4866, grad_norm: 5.4570 2020-10-10 23:43:09,527 - mmaction - INFO - Epoch [2][160/3520] lr: 7.500e-03, eta: 1 day, 23:09:45, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.2563, top5_acc: 0.4792, loss_cls: 3.4221, loss: 3.4221, grad_norm: 5.4956 2020-10-10 23:43:29,600 - mmaction - INFO - Epoch [2][180/3520] lr: 7.500e-03, eta: 1 day, 23:09:43, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.2313, top5_acc: 0.4854, loss_cls: 3.4586, loss: 3.4586, grad_norm: 5.3957 2020-10-10 23:43:49,188 - mmaction - INFO - Epoch [2][200/3520] lr: 7.500e-03, eta: 1 day, 23:09:17, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.2229, top5_acc: 0.4792, loss_cls: 3.4758, loss: 3.4758, grad_norm: 5.2925 2020-10-10 23:44:09,931 - mmaction - INFO - Epoch [2][220/3520] lr: 7.500e-03, eta: 1 day, 23:09:46, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.2354, top5_acc: 0.4698, loss_cls: 3.4200, loss: 3.4200, grad_norm: 5.5819 2020-10-10 23:44:29,467 - mmaction - INFO - Epoch [2][240/3520] lr: 7.500e-03, eta: 1 day, 23:09:14, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.2115, top5_acc: 0.4563, loss_cls: 3.5543, loss: 3.5543, grad_norm: 5.3359 2020-10-10 23:44:48,664 - mmaction - INFO - Epoch [2][260/3520] lr: 7.500e-03, eta: 1 day, 23:08:33, time: 0.963, data_time: 0.008, memory: 10390, top1_acc: 0.2104, top5_acc: 0.4562, loss_cls: 3.5634, loss: 3.5634, grad_norm: 5.5800 2020-10-10 23:45:08,071 - mmaction - INFO - Epoch [2][280/3520] lr: 7.500e-03, eta: 1 day, 23:08:01, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.2219, top5_acc: 0.4802, loss_cls: 3.4490, loss: 3.4490, grad_norm: 5.4283 2020-10-10 23:45:27,446 - mmaction - INFO - Epoch [2][300/3520] lr: 7.500e-03, eta: 1 day, 23:07:27, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.2271, top5_acc: 0.4760, loss_cls: 3.4423, loss: 3.4423, grad_norm: 5.7144 2020-10-10 23:45:46,998 - mmaction - INFO - Epoch [2][320/3520] lr: 7.500e-03, eta: 1 day, 23:06:57, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.2156, top5_acc: 0.4792, loss_cls: 3.4881, loss: 3.4881, grad_norm: 5.3374 2020-10-10 23:46:06,471 - mmaction - INFO - Epoch [2][340/3520] lr: 7.500e-03, eta: 1 day, 23:06:29, time: 0.976, data_time: 0.008, memory: 10390, top1_acc: 0.2094, top5_acc: 0.4677, loss_cls: 3.4745, loss: 3.4745, grad_norm: 5.2883 2020-10-10 23:46:26,085 - mmaction - INFO - Epoch [2][360/3520] lr: 7.500e-03, eta: 1 day, 23:06:05, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.2292, top5_acc: 0.4667, loss_cls: 3.4514, loss: 3.4514, grad_norm: 5.4232 2020-10-10 23:46:45,249 - mmaction - INFO - Epoch [2][380/3520] lr: 7.500e-03, eta: 1 day, 23:05:23, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.2542, top5_acc: 0.5000, loss_cls: 3.3560, loss: 3.3560, grad_norm: 5.5330 2020-10-10 23:47:04,910 - mmaction - INFO - Epoch [2][400/3520] lr: 7.500e-03, eta: 1 day, 23:04:58, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.2469, top5_acc: 0.5146, loss_cls: 3.3494, loss: 3.3494, grad_norm: 5.9147 2020-10-10 23:47:24,825 - mmaction - INFO - Epoch [2][420/3520] lr: 7.500e-03, eta: 1 day, 23:04:50, time: 0.998, data_time: 0.008, memory: 10390, top1_acc: 0.2135, top5_acc: 0.4813, loss_cls: 3.4930, loss: 3.4930, grad_norm: 5.5986 2020-10-10 23:47:44,757 - mmaction - INFO - Epoch [2][440/3520] lr: 7.500e-03, eta: 1 day, 23:04:38, time: 0.994, data_time: 0.008, memory: 10390, top1_acc: 0.2250, top5_acc: 0.4708, loss_cls: 3.5414, loss: 3.5414, grad_norm: 5.3110 2020-10-10 23:48:03,654 - mmaction - INFO - Epoch [2][460/3520] lr: 7.500e-03, eta: 1 day, 23:03:46, time: 0.948, data_time: 0.008, memory: 10390, top1_acc: 0.2156, top5_acc: 0.4750, loss_cls: 3.4784, loss: 3.4784, grad_norm: 5.5516 2020-10-10 23:48:23,442 - mmaction - INFO - Epoch [2][480/3520] lr: 7.500e-03, eta: 1 day, 23:03:31, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.2260, top5_acc: 0.4708, loss_cls: 3.4175, loss: 3.4175, grad_norm: 5.5503 2020-10-10 23:48:42,564 - mmaction - INFO - Epoch [2][500/3520] lr: 7.500e-03, eta: 1 day, 23:02:46, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.1969, top5_acc: 0.4625, loss_cls: 3.5115, loss: 3.5115, grad_norm: 5.4957 2020-10-10 23:49:01,863 - mmaction - INFO - Epoch [2][520/3520] lr: 7.500e-03, eta: 1 day, 23:02:08, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.2062, top5_acc: 0.4812, loss_cls: 3.4828, loss: 3.4828, grad_norm: 5.4314 2020-10-10 23:49:21,456 - mmaction - INFO - Epoch [2][540/3520] lr: 7.500e-03, eta: 1 day, 23:01:46, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.2563, top5_acc: 0.5052, loss_cls: 3.3189, loss: 3.3189, grad_norm: 5.4247 2020-10-10 23:49:40,810 - mmaction - INFO - Epoch [2][560/3520] lr: 7.500e-03, eta: 1 day, 23:01:12, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.2063, top5_acc: 0.4625, loss_cls: 3.5178, loss: 3.5178, grad_norm: 5.8965 2020-10-10 23:50:00,514 - mmaction - INFO - Epoch [2][580/3520] lr: 7.500e-03, eta: 1 day, 23:00:52, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.2240, top5_acc: 0.4865, loss_cls: 3.4090, loss: 3.4090, grad_norm: 5.5930 2020-10-10 23:50:19,556 - mmaction - INFO - Epoch [2][600/3520] lr: 7.500e-03, eta: 1 day, 23:00:06, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.2542, top5_acc: 0.4917, loss_cls: 3.3700, loss: 3.3700, grad_norm: 5.8214 2020-10-10 23:50:39,030 - mmaction - INFO - Epoch [2][620/3520] lr: 7.500e-03, eta: 1 day, 22:59:36, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.2417, top5_acc: 0.4896, loss_cls: 3.3579, loss: 3.3579, grad_norm: 5.3249 2020-10-10 23:50:58,255 - mmaction - INFO - Epoch [2][640/3520] lr: 7.500e-03, eta: 1 day, 22:58:57, time: 0.961, data_time: 0.007, memory: 10390, top1_acc: 0.2354, top5_acc: 0.4948, loss_cls: 3.3674, loss: 3.3674, grad_norm: 5.7128 2020-10-10 23:51:18,361 - mmaction - INFO - Epoch [2][660/3520] lr: 7.500e-03, eta: 1 day, 22:58:56, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.2698, top5_acc: 0.5125, loss_cls: 3.2833, loss: 3.2833, grad_norm: 5.8706 2020-10-10 23:51:38,014 - mmaction - INFO - Epoch [2][680/3520] lr: 7.500e-03, eta: 1 day, 22:58:35, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.2333, top5_acc: 0.5031, loss_cls: 3.3336, loss: 3.3336, grad_norm: 5.5263 2020-10-10 23:51:57,319 - mmaction - INFO - Epoch [2][700/3520] lr: 7.500e-03, eta: 1 day, 22:57:59, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.2458, top5_acc: 0.4927, loss_cls: 3.3857, loss: 3.3857, grad_norm: 5.7989 2020-10-10 23:52:18,704 - mmaction - INFO - Epoch [2][720/3520] lr: 7.500e-03, eta: 1 day, 22:58:48, time: 1.070, data_time: 0.003, memory: 10390, top1_acc: 0.2479, top5_acc: 0.5031, loss_cls: 3.4147, loss: 3.4147, grad_norm: 5.7674 2020-10-10 23:52:38,336 - mmaction - INFO - Epoch [2][740/3520] lr: 7.500e-03, eta: 1 day, 22:58:26, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5125, loss_cls: 3.3032, loss: 3.3032, grad_norm: 5.7382 2020-10-10 23:52:58,186 - mmaction - INFO - Epoch [2][760/3520] lr: 7.500e-03, eta: 1 day, 22:58:13, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.2396, top5_acc: 0.4927, loss_cls: 3.3399, loss: 3.3399, grad_norm: 5.7737 2020-10-10 23:53:19,868 - mmaction - INFO - Epoch [2][780/3520] lr: 7.500e-03, eta: 1 day, 22:59:11, time: 1.082, data_time: 0.006, memory: 10390, top1_acc: 0.2438, top5_acc: 0.4885, loss_cls: 3.3596, loss: 3.3596, grad_norm: 5.8366 2020-10-10 23:53:38,542 - mmaction - INFO - Epoch [2][800/3520] lr: 7.500e-03, eta: 1 day, 22:58:12, time: 0.936, data_time: 0.004, memory: 10390, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.3493, loss: 3.3493, grad_norm: 5.7260 2020-10-10 23:53:57,649 - mmaction - INFO - Epoch [2][820/3520] lr: 7.500e-03, eta: 1 day, 22:57:29, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.3852, loss: 3.3852, grad_norm: 5.6491 2020-10-10 23:54:17,417 - mmaction - INFO - Epoch [2][840/3520] lr: 7.500e-03, eta: 1 day, 22:57:12, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.2354, top5_acc: 0.4615, loss_cls: 3.4917, loss: 3.4917, grad_norm: 5.3772 2020-10-10 23:54:37,496 - mmaction - INFO - Epoch [2][860/3520] lr: 7.500e-03, eta: 1 day, 22:57:07, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.2479, top5_acc: 0.5156, loss_cls: 3.3034, loss: 3.3034, grad_norm: 5.9504 2020-10-10 23:54:58,247 - mmaction - INFO - Epoch [2][880/3520] lr: 7.500e-03, eta: 1 day, 22:57:27, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.3638, loss: 3.3638, grad_norm: 5.6593 2020-10-10 23:55:17,945 - mmaction - INFO - Epoch [2][900/3520] lr: 7.500e-03, eta: 1 day, 22:57:09, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.2646, top5_acc: 0.5125, loss_cls: 3.2948, loss: 3.2948, grad_norm: 5.6274 2020-10-10 23:55:37,818 - mmaction - INFO - Epoch [2][920/3520] lr: 7.500e-03, eta: 1 day, 22:56:56, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.2406, top5_acc: 0.5135, loss_cls: 3.3270, loss: 3.3270, grad_norm: 5.5859 2020-10-10 23:55:57,416 - mmaction - INFO - Epoch [2][940/3520] lr: 7.500e-03, eta: 1 day, 22:56:32, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.2834, loss: 3.2834, grad_norm: 5.6964 2020-10-10 23:56:17,689 - mmaction - INFO - Epoch [2][960/3520] lr: 7.500e-03, eta: 1 day, 22:56:34, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.2542, top5_acc: 0.4969, loss_cls: 3.3534, loss: 3.3534, grad_norm: 5.4225 2020-10-10 23:56:37,816 - mmaction - INFO - Epoch [2][980/3520] lr: 7.500e-03, eta: 1 day, 22:56:30, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.2375, top5_acc: 0.5042, loss_cls: 3.4024, loss: 3.4024, grad_norm: 5.8721 2020-10-10 23:56:57,344 - mmaction - INFO - Epoch [2][1000/3520] lr: 7.500e-03, eta: 1 day, 22:56:01, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.2385, top5_acc: 0.5021, loss_cls: 3.3466, loss: 3.3466, grad_norm: 5.3989 2020-10-10 23:57:17,218 - mmaction - INFO - Epoch [2][1020/3520] lr: 7.500e-03, eta: 1 day, 22:55:51, time: 0.997, data_time: 0.008, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5323, loss_cls: 3.2763, loss: 3.2763, grad_norm: 5.7762 2020-10-10 23:57:36,919 - mmaction - INFO - Epoch [2][1040/3520] lr: 7.500e-03, eta: 1 day, 22:55:30, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.3318, loss: 3.3318, grad_norm: 5.8111 2020-10-10 23:57:56,764 - mmaction - INFO - Epoch [2][1060/3520] lr: 7.500e-03, eta: 1 day, 22:55:15, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.2333, top5_acc: 0.4958, loss_cls: 3.3573, loss: 3.3573, grad_norm: 5.4879 2020-10-10 23:58:16,809 - mmaction - INFO - Epoch [2][1080/3520] lr: 7.500e-03, eta: 1 day, 22:55:09, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.2531, top5_acc: 0.5177, loss_cls: 3.2747, loss: 3.2747, grad_norm: 5.8596 2020-10-10 23:58:37,138 - mmaction - INFO - Epoch [2][1100/3520] lr: 7.500e-03, eta: 1 day, 22:55:11, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.2427, top5_acc: 0.5052, loss_cls: 3.2981, loss: 3.2981, grad_norm: 5.5048 2020-10-10 23:58:56,168 - mmaction - INFO - Epoch [2][1120/3520] lr: 7.500e-03, eta: 1 day, 22:54:26, time: 0.952, data_time: 0.006, memory: 10390, top1_acc: 0.2302, top5_acc: 0.5000, loss_cls: 3.3855, loss: 3.3855, grad_norm: 5.6589 2020-10-10 23:59:15,980 - mmaction - INFO - Epoch [2][1140/3520] lr: 7.500e-03, eta: 1 day, 22:54:11, time: 0.992, data_time: 0.009, memory: 10390, top1_acc: 0.2688, top5_acc: 0.5115, loss_cls: 3.2805, loss: 3.2805, grad_norm: 5.6691 2020-10-10 23:59:35,724 - mmaction - INFO - Epoch [2][1160/3520] lr: 7.500e-03, eta: 1 day, 22:53:53, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.2521, top5_acc: 0.5271, loss_cls: 3.2585, loss: 3.2585, grad_norm: 5.7500 2020-10-10 23:59:55,845 - mmaction - INFO - Epoch [2][1180/3520] lr: 7.500e-03, eta: 1 day, 22:53:48, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.2427, top5_acc: 0.5052, loss_cls: 3.3332, loss: 3.3332, grad_norm: 5.8132 2020-10-11 00:00:19,572 - mmaction - INFO - Epoch [2][1200/3520] lr: 7.500e-03, eta: 1 day, 22:55:48, time: 1.178, data_time: 0.005, memory: 10390, top1_acc: 0.2490, top5_acc: 0.5271, loss_cls: 3.2334, loss: 3.2334, grad_norm: 5.7644 2020-10-11 00:00:39,559 - mmaction - INFO - Epoch [2][1220/3520] lr: 7.500e-03, eta: 1 day, 22:55:43, time: 1.007, data_time: 0.020, memory: 10390, top1_acc: 0.2833, top5_acc: 0.5406, loss_cls: 3.2034, loss: 3.2034, grad_norm: 5.9870 2020-10-11 00:00:58,484 - mmaction - INFO - Epoch [2][1240/3520] lr: 7.500e-03, eta: 1 day, 22:54:55, time: 0.946, data_time: 0.003, memory: 10390, top1_acc: 0.2708, top5_acc: 0.5135, loss_cls: 3.2729, loss: 3.2729, grad_norm: 5.8674 2020-10-11 00:01:18,737 - mmaction - INFO - Epoch [2][1260/3520] lr: 7.500e-03, eta: 1 day, 22:54:54, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.2375, top5_acc: 0.5031, loss_cls: 3.3419, loss: 3.3419, grad_norm: 5.6636 2020-10-11 00:01:38,659 - mmaction - INFO - Epoch [2][1280/3520] lr: 7.500e-03, eta: 1 day, 22:54:41, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.2563, top5_acc: 0.5229, loss_cls: 3.2022, loss: 3.2022, grad_norm: 5.6956 2020-10-11 00:01:57,856 - mmaction - INFO - Epoch [2][1300/3520] lr: 7.500e-03, eta: 1 day, 22:54:03, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.2760, top5_acc: 0.5448, loss_cls: 3.1842, loss: 3.1842, grad_norm: 5.9085 2020-10-11 00:02:17,091 - mmaction - INFO - Epoch [2][1320/3520] lr: 7.500e-03, eta: 1 day, 22:53:26, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.2417, top5_acc: 0.5198, loss_cls: 3.2891, loss: 3.2891, grad_norm: 5.7289 2020-10-11 00:02:36,667 - mmaction - INFO - Epoch [2][1340/3520] lr: 7.500e-03, eta: 1 day, 22:53:01, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.2448, top5_acc: 0.5208, loss_cls: 3.2376, loss: 3.2376, grad_norm: 5.7719 2020-10-11 00:02:56,501 - mmaction - INFO - Epoch [2][1360/3520] lr: 7.500e-03, eta: 1 day, 22:52:45, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.3150, loss: 3.3150, grad_norm: 5.5586 2020-10-11 00:03:16,109 - mmaction - INFO - Epoch [2][1380/3520] lr: 7.500e-03, eta: 1 day, 22:52:21, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.2583, top5_acc: 0.5083, loss_cls: 3.2999, loss: 3.2999, grad_norm: 5.5716 2020-10-11 00:03:35,343 - mmaction - INFO - Epoch [2][1400/3520] lr: 7.500e-03, eta: 1 day, 22:51:44, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.2688, top5_acc: 0.5229, loss_cls: 3.2489, loss: 3.2489, grad_norm: 5.7795 2020-10-11 00:03:56,318 - mmaction - INFO - Epoch [2][1420/3520] lr: 7.500e-03, eta: 1 day, 22:52:08, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.2615, top5_acc: 0.5385, loss_cls: 3.1829, loss: 3.1829, grad_norm: 5.9120 2020-10-11 00:04:15,353 - mmaction - INFO - Epoch [2][1440/3520] lr: 7.500e-03, eta: 1 day, 22:51:24, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5469, loss_cls: 3.2134, loss: 3.2134, grad_norm: 6.0128 2020-10-11 00:04:35,458 - mmaction - INFO - Epoch [2][1460/3520] lr: 7.500e-03, eta: 1 day, 22:51:17, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.2594, top5_acc: 0.5292, loss_cls: 3.2324, loss: 3.2324, grad_norm: 5.8482 2020-10-11 00:04:54,398 - mmaction - INFO - Epoch [2][1480/3520] lr: 7.500e-03, eta: 1 day, 22:50:31, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.2542, top5_acc: 0.5333, loss_cls: 3.2358, loss: 3.2358, grad_norm: 5.7027 2020-10-11 00:05:13,920 - mmaction - INFO - Epoch [2][1500/3520] lr: 7.500e-03, eta: 1 day, 22:50:04, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5406, loss_cls: 3.2067, loss: 3.2067, grad_norm: 5.7533 2020-10-11 00:05:34,064 - mmaction - INFO - Epoch [2][1520/3520] lr: 7.500e-03, eta: 1 day, 22:49:56, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.2521, top5_acc: 0.5250, loss_cls: 3.2440, loss: 3.2440, grad_norm: 5.6781 2020-10-11 00:05:53,720 - mmaction - INFO - Epoch [2][1540/3520] lr: 7.500e-03, eta: 1 day, 22:49:37, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.2781, top5_acc: 0.5313, loss_cls: 3.1943, loss: 3.1943, grad_norm: 5.8037 2020-10-11 00:06:12,949 - mmaction - INFO - Epoch [2][1560/3520] lr: 7.500e-03, eta: 1 day, 22:49:01, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.2677, top5_acc: 0.5292, loss_cls: 3.1945, loss: 3.1945, grad_norm: 5.8941 2020-10-11 00:06:33,429 - mmaction - INFO - Epoch [2][1580/3520] lr: 7.500e-03, eta: 1 day, 22:49:06, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.2760, top5_acc: 0.5365, loss_cls: 3.1911, loss: 3.1911, grad_norm: 5.7664 2020-10-11 00:06:52,328 - mmaction - INFO - Epoch [2][1600/3520] lr: 7.500e-03, eta: 1 day, 22:48:19, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.2771, top5_acc: 0.5344, loss_cls: 3.2439, loss: 3.2439, grad_norm: 5.8174 2020-10-11 00:07:12,001 - mmaction - INFO - Epoch [2][1620/3520] lr: 7.500e-03, eta: 1 day, 22:47:57, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.2625, top5_acc: 0.5146, loss_cls: 3.2649, loss: 3.2649, grad_norm: 5.6216 2020-10-11 00:07:31,367 - mmaction - INFO - Epoch [2][1640/3520] lr: 7.500e-03, eta: 1 day, 22:47:26, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.2802, top5_acc: 0.5198, loss_cls: 3.2169, loss: 3.2169, grad_norm: 5.8461 2020-10-11 00:07:51,553 - mmaction - INFO - Epoch [2][1660/3520] lr: 7.500e-03, eta: 1 day, 22:47:22, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.2802, top5_acc: 0.5427, loss_cls: 3.1949, loss: 3.1949, grad_norm: 5.5910 2020-10-11 00:08:10,270 - mmaction - INFO - Epoch [2][1680/3520] lr: 7.500e-03, eta: 1 day, 22:46:28, time: 0.935, data_time: 0.002, memory: 10390, top1_acc: 0.2469, top5_acc: 0.4917, loss_cls: 3.3101, loss: 3.3101, grad_norm: 5.7917 2020-10-11 00:08:29,459 - mmaction - INFO - Epoch [2][1700/3520] lr: 7.500e-03, eta: 1 day, 22:45:52, time: 0.960, data_time: 0.006, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5323, loss_cls: 3.2491, loss: 3.2491, grad_norm: 5.8147 2020-10-11 00:08:48,791 - mmaction - INFO - Epoch [2][1720/3520] lr: 7.500e-03, eta: 1 day, 22:45:19, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.2583, top5_acc: 0.5344, loss_cls: 3.2780, loss: 3.2780, grad_norm: 6.0250 2020-10-11 00:09:08,534 - mmaction - INFO - Epoch [2][1740/3520] lr: 7.500e-03, eta: 1 day, 22:45:00, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.2479, top5_acc: 0.5208, loss_cls: 3.2236, loss: 3.2236, grad_norm: 5.8569 2020-10-11 00:09:27,888 - mmaction - INFO - Epoch [2][1760/3520] lr: 7.500e-03, eta: 1 day, 22:44:30, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.2552, top5_acc: 0.5375, loss_cls: 3.2207, loss: 3.2207, grad_norm: 5.6374 2020-10-11 00:09:48,056 - mmaction - INFO - Epoch [2][1780/3520] lr: 7.500e-03, eta: 1 day, 22:44:24, time: 1.008, data_time: 0.008, memory: 10390, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.1407, loss: 3.1407, grad_norm: 5.8101 2020-10-11 00:10:06,987 - mmaction - INFO - Epoch [2][1800/3520] lr: 7.500e-03, eta: 1 day, 22:43:39, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.2677, top5_acc: 0.5198, loss_cls: 3.2347, loss: 3.2347, grad_norm: 5.5153 2020-10-11 00:10:27,048 - mmaction - INFO - Epoch [2][1820/3520] lr: 7.500e-03, eta: 1 day, 22:43:31, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.2802, top5_acc: 0.5448, loss_cls: 3.1557, loss: 3.1557, grad_norm: 6.1360 2020-10-11 00:10:46,110 - mmaction - INFO - Epoch [2][1840/3520] lr: 7.500e-03, eta: 1 day, 22:42:49, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.2479, top5_acc: 0.5281, loss_cls: 3.2345, loss: 3.2345, grad_norm: 5.9706 2020-10-11 00:11:05,343 - mmaction - INFO - Epoch [2][1860/3520] lr: 7.500e-03, eta: 1 day, 22:42:15, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.2854, top5_acc: 0.5333, loss_cls: 3.1917, loss: 3.1917, grad_norm: 5.7692 2020-10-11 00:11:24,746 - mmaction - INFO - Epoch [2][1880/3520] lr: 7.500e-03, eta: 1 day, 22:41:46, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.2438, top5_acc: 0.5229, loss_cls: 3.2995, loss: 3.2995, grad_norm: 5.9247 2020-10-11 00:11:44,277 - mmaction - INFO - Epoch [2][1900/3520] lr: 7.500e-03, eta: 1 day, 22:41:19, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.2552, top5_acc: 0.5292, loss_cls: 3.2689, loss: 3.2689, grad_norm: 5.4115 2020-10-11 00:12:03,749 - mmaction - INFO - Epoch [2][1920/3520] lr: 7.500e-03, eta: 1 day, 22:40:54, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.1217, loss: 3.1217, grad_norm: 5.8582 2020-10-11 00:12:23,645 - mmaction - INFO - Epoch [2][1940/3520] lr: 7.500e-03, eta: 1 day, 22:40:40, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.3000, top5_acc: 0.5479, loss_cls: 3.1500, loss: 3.1500, grad_norm: 5.8151 2020-10-11 00:12:42,866 - mmaction - INFO - Epoch [2][1960/3520] lr: 7.500e-03, eta: 1 day, 22:40:05, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.2750, top5_acc: 0.5427, loss_cls: 3.1777, loss: 3.1777, grad_norm: 5.7132 2020-10-11 00:13:02,987 - mmaction - INFO - Epoch [2][1980/3520] lr: 7.500e-03, eta: 1 day, 22:39:58, time: 1.006, data_time: 0.008, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5719, loss_cls: 3.0571, loss: 3.0571, grad_norm: 6.0701 2020-10-11 00:13:22,387 - mmaction - INFO - Epoch [2][2000/3520] lr: 7.500e-03, eta: 1 day, 22:39:29, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.2688, top5_acc: 0.5469, loss_cls: 3.1172, loss: 3.1172, grad_norm: 6.0559 2020-10-11 00:13:42,084 - mmaction - INFO - Epoch [2][2020/3520] lr: 7.500e-03, eta: 1 day, 22:39:09, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.2740, top5_acc: 0.5323, loss_cls: 3.1690, loss: 3.1690, grad_norm: 5.6811 2020-10-11 00:14:01,141 - mmaction - INFO - Epoch [2][2040/3520] lr: 7.500e-03, eta: 1 day, 22:38:28, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5615, loss_cls: 3.0974, loss: 3.0974, grad_norm: 5.6940 2020-10-11 00:14:20,769 - mmaction - INFO - Epoch [2][2060/3520] lr: 7.500e-03, eta: 1 day, 22:38:08, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.2667, top5_acc: 0.5260, loss_cls: 3.2734, loss: 3.2734, grad_norm: 5.7086 2020-10-11 00:14:40,711 - mmaction - INFO - Epoch [2][2080/3520] lr: 7.500e-03, eta: 1 day, 22:37:55, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.2760, top5_acc: 0.5594, loss_cls: 3.1089, loss: 3.1089, grad_norm: 6.0883 2020-10-11 00:15:00,523 - mmaction - INFO - Epoch [2][2100/3520] lr: 7.500e-03, eta: 1 day, 22:37:39, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.2080, loss: 3.2080, grad_norm: 5.6711 2020-10-11 00:15:19,715 - mmaction - INFO - Epoch [2][2120/3520] lr: 7.500e-03, eta: 1 day, 22:37:04, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.2760, top5_acc: 0.5521, loss_cls: 3.1751, loss: 3.1751, grad_norm: 5.8159 2020-10-11 00:15:39,138 - mmaction - INFO - Epoch [2][2140/3520] lr: 7.500e-03, eta: 1 day, 22:36:35, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6021, loss_cls: 2.9607, loss: 2.9607, grad_norm: 6.0511 2020-10-11 00:15:58,294 - mmaction - INFO - Epoch [2][2160/3520] lr: 7.500e-03, eta: 1 day, 22:35:59, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.2854, top5_acc: 0.5687, loss_cls: 3.1705, loss: 3.1705, grad_norm: 5.7682 2020-10-11 00:16:18,366 - mmaction - INFO - Epoch [2][2180/3520] lr: 7.500e-03, eta: 1 day, 22:35:50, time: 1.004, data_time: 0.008, memory: 10390, top1_acc: 0.2729, top5_acc: 0.5229, loss_cls: 3.2335, loss: 3.2335, grad_norm: 5.8155 2020-10-11 00:16:37,428 - mmaction - INFO - Epoch [2][2200/3520] lr: 7.500e-03, eta: 1 day, 22:35:12, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.2688, top5_acc: 0.5354, loss_cls: 3.2312, loss: 3.2312, grad_norm: 5.6935 2020-10-11 00:16:57,114 - mmaction - INFO - Epoch [2][2220/3520] lr: 7.500e-03, eta: 1 day, 22:34:52, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.2885, top5_acc: 0.5604, loss_cls: 3.0962, loss: 3.0962, grad_norm: 5.7470 2020-10-11 00:17:16,891 - mmaction - INFO - Epoch [2][2240/3520] lr: 7.500e-03, eta: 1 day, 22:34:35, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.2750, top5_acc: 0.5448, loss_cls: 3.1384, loss: 3.1384, grad_norm: 5.8125 2020-10-11 00:17:36,510 - mmaction - INFO - Epoch [2][2260/3520] lr: 7.500e-03, eta: 1 day, 22:34:12, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.1256, loss: 3.1256, grad_norm: 5.8468 2020-10-11 00:17:55,506 - mmaction - INFO - Epoch [2][2280/3520] lr: 7.500e-03, eta: 1 day, 22:33:32, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.2885, top5_acc: 0.5375, loss_cls: 3.1797, loss: 3.1797, grad_norm: 5.8888 2020-10-11 00:18:15,674 - mmaction - INFO - Epoch [2][2300/3520] lr: 7.500e-03, eta: 1 day, 22:33:27, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5490, loss_cls: 3.1958, loss: 3.1958, grad_norm: 5.8997 2020-10-11 00:18:35,217 - mmaction - INFO - Epoch [2][2320/3520] lr: 7.500e-03, eta: 1 day, 22:33:02, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.2771, top5_acc: 0.5365, loss_cls: 3.2094, loss: 3.2094, grad_norm: 5.9878 2020-10-11 00:18:54,193 - mmaction - INFO - Epoch [2][2340/3520] lr: 7.500e-03, eta: 1 day, 22:32:21, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.2885, top5_acc: 0.5781, loss_cls: 3.0537, loss: 3.0537, grad_norm: 5.7811 2020-10-11 00:19:13,065 - mmaction - INFO - Epoch [2][2360/3520] lr: 7.500e-03, eta: 1 day, 22:31:38, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.2958, top5_acc: 0.5521, loss_cls: 3.1057, loss: 3.1057, grad_norm: 5.7597 2020-10-11 00:19:32,815 - mmaction - INFO - Epoch [2][2380/3520] lr: 7.500e-03, eta: 1 day, 22:31:20, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.2740, top5_acc: 0.5292, loss_cls: 3.2441, loss: 3.2441, grad_norm: 5.8501 2020-10-11 00:19:52,052 - mmaction - INFO - Epoch [2][2400/3520] lr: 7.500e-03, eta: 1 day, 22:30:47, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5354, loss_cls: 3.1570, loss: 3.1570, grad_norm: 5.7119 2020-10-11 00:20:12,426 - mmaction - INFO - Epoch [2][2420/3520] lr: 7.500e-03, eta: 1 day, 22:30:47, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.3010, top5_acc: 0.5719, loss_cls: 3.0877, loss: 3.0877, grad_norm: 6.1672 2020-10-11 00:20:32,557 - mmaction - INFO - Epoch [2][2440/3520] lr: 7.500e-03, eta: 1 day, 22:30:40, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.2740, top5_acc: 0.5479, loss_cls: 3.1420, loss: 3.1420, grad_norm: 5.6012 2020-10-11 00:20:51,213 - mmaction - INFO - Epoch [2][2460/3520] lr: 7.500e-03, eta: 1 day, 22:29:51, time: 0.932, data_time: 0.007, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5479, loss_cls: 3.1867, loss: 3.1867, grad_norm: 5.6958 2020-10-11 00:21:10,238 - mmaction - INFO - Epoch [2][2480/3520] lr: 7.500e-03, eta: 1 day, 22:29:12, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.2958, top5_acc: 0.5906, loss_cls: 3.0599, loss: 3.0599, grad_norm: 5.7810 2020-10-11 00:21:29,535 - mmaction - INFO - Epoch [2][2500/3520] lr: 7.500e-03, eta: 1 day, 22:28:41, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.2687, top5_acc: 0.5344, loss_cls: 3.1337, loss: 3.1337, grad_norm: 5.7085 2020-10-11 00:21:49,628 - mmaction - INFO - Epoch [2][2520/3520] lr: 7.500e-03, eta: 1 day, 22:28:33, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5625, loss_cls: 3.0833, loss: 3.0833, grad_norm: 5.9679 2020-10-11 00:22:08,598 - mmaction - INFO - Epoch [2][2540/3520] lr: 7.500e-03, eta: 1 day, 22:27:53, time: 0.947, data_time: 0.002, memory: 10390, top1_acc: 0.2854, top5_acc: 0.5677, loss_cls: 3.0749, loss: 3.0749, grad_norm: 6.2157 2020-10-11 00:22:28,107 - mmaction - INFO - Epoch [2][2560/3520] lr: 7.500e-03, eta: 1 day, 22:27:28, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.3146, top5_acc: 0.5719, loss_cls: 3.0804, loss: 3.0804, grad_norm: 6.0426 2020-10-11 00:22:47,911 - mmaction - INFO - Epoch [2][2580/3520] lr: 7.500e-03, eta: 1 day, 22:27:11, time: 0.989, data_time: 0.008, memory: 10390, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.1782, loss: 3.1782, grad_norm: 5.8953 2020-10-11 00:23:07,126 - mmaction - INFO - Epoch [2][2600/3520] lr: 7.500e-03, eta: 1 day, 22:26:40, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.3063, top5_acc: 0.5698, loss_cls: 3.0784, loss: 3.0784, grad_norm: 5.6833 2020-10-11 00:23:26,396 - mmaction - INFO - Epoch [2][2620/3520] lr: 7.500e-03, eta: 1 day, 22:26:09, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.3000, top5_acc: 0.5750, loss_cls: 3.0655, loss: 3.0655, grad_norm: 5.7196 2020-10-11 00:23:45,790 - mmaction - INFO - Epoch [2][2640/3520] lr: 7.500e-03, eta: 1 day, 22:25:40, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5510, loss_cls: 3.1398, loss: 3.1398, grad_norm: 6.0846 2020-10-11 00:24:05,426 - mmaction - INFO - Epoch [2][2660/3520] lr: 7.500e-03, eta: 1 day, 22:25:20, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5313, loss_cls: 3.2447, loss: 3.2447, grad_norm: 5.6040 2020-10-11 00:24:25,254 - mmaction - INFO - Epoch [2][2680/3520] lr: 7.500e-03, eta: 1 day, 22:25:04, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.2938, top5_acc: 0.5792, loss_cls: 3.0469, loss: 3.0469, grad_norm: 5.9719 2020-10-11 00:24:44,743 - mmaction - INFO - Epoch [2][2700/3520] lr: 7.500e-03, eta: 1 day, 22:24:38, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.2833, top5_acc: 0.5417, loss_cls: 3.1490, loss: 3.1490, grad_norm: 5.6498 2020-10-11 00:25:04,354 - mmaction - INFO - Epoch [2][2720/3520] lr: 7.500e-03, eta: 1 day, 22:24:18, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.2990, top5_acc: 0.5437, loss_cls: 3.1198, loss: 3.1198, grad_norm: 5.9331 2020-10-11 00:25:23,831 - mmaction - INFO - Epoch [2][2740/3520] lr: 7.500e-03, eta: 1 day, 22:23:52, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.2990, top5_acc: 0.5844, loss_cls: 3.0472, loss: 3.0472, grad_norm: 5.6224 2020-10-11 00:25:43,027 - mmaction - INFO - Epoch [2][2760/3520] lr: 7.500e-03, eta: 1 day, 22:23:19, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.2958, top5_acc: 0.5469, loss_cls: 3.1362, loss: 3.1362, grad_norm: 5.7638 2020-10-11 00:26:02,556 - mmaction - INFO - Epoch [2][2780/3520] lr: 7.500e-03, eta: 1 day, 22:22:56, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.2750, top5_acc: 0.5656, loss_cls: 3.0587, loss: 3.0587, grad_norm: 6.2810 2020-10-11 00:26:21,872 - mmaction - INFO - Epoch [2][2800/3520] lr: 7.500e-03, eta: 1 day, 22:22:26, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5385, loss_cls: 3.1552, loss: 3.1552, grad_norm: 5.9191 2020-10-11 00:26:41,187 - mmaction - INFO - Epoch [2][2820/3520] lr: 7.500e-03, eta: 1 day, 22:21:56, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.2740, top5_acc: 0.5469, loss_cls: 3.0860, loss: 3.0860, grad_norm: 6.0057 2020-10-11 00:27:00,732 - mmaction - INFO - Epoch [2][2840/3520] lr: 7.500e-03, eta: 1 day, 22:21:32, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.3052, top5_acc: 0.5604, loss_cls: 3.0626, loss: 3.0626, grad_norm: 5.9027 2020-10-11 00:27:19,987 - mmaction - INFO - Epoch [2][2860/3520] lr: 7.500e-03, eta: 1 day, 22:21:03, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.2781, top5_acc: 0.5552, loss_cls: 3.1597, loss: 3.1597, grad_norm: 5.7281 2020-10-11 00:27:39,064 - mmaction - INFO - Epoch [2][2880/3520] lr: 7.500e-03, eta: 1 day, 22:20:27, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5542, loss_cls: 3.1471, loss: 3.1471, grad_norm: 5.8909 2020-10-11 00:27:58,491 - mmaction - INFO - Epoch [2][2900/3520] lr: 7.500e-03, eta: 1 day, 22:20:01, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.2885, top5_acc: 0.5562, loss_cls: 3.0513, loss: 3.0513, grad_norm: 5.9794 2020-10-11 00:28:17,820 - mmaction - INFO - Epoch [2][2920/3520] lr: 7.500e-03, eta: 1 day, 22:19:33, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.2802, top5_acc: 0.5604, loss_cls: 3.1087, loss: 3.1087, grad_norm: 5.9379 2020-10-11 00:28:37,709 - mmaction - INFO - Epoch [2][2940/3520] lr: 7.500e-03, eta: 1 day, 22:19:18, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.2865, top5_acc: 0.5802, loss_cls: 3.0247, loss: 3.0247, grad_norm: 6.0908 2020-10-11 00:28:57,832 - mmaction - INFO - Epoch [2][2960/3520] lr: 7.500e-03, eta: 1 day, 22:19:11, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5677, loss_cls: 3.0382, loss: 3.0382, grad_norm: 6.0070 2020-10-11 00:29:17,400 - mmaction - INFO - Epoch [2][2980/3520] lr: 7.500e-03, eta: 1 day, 22:18:48, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.3052, top5_acc: 0.5615, loss_cls: 3.0659, loss: 3.0659, grad_norm: 6.1677 2020-10-11 00:29:37,180 - mmaction - INFO - Epoch [2][3000/3520] lr: 7.500e-03, eta: 1 day, 22:18:31, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.2969, top5_acc: 0.5844, loss_cls: 3.0074, loss: 3.0074, grad_norm: 5.8653 2020-10-11 00:29:58,024 - mmaction - INFO - Epoch [2][3020/3520] lr: 7.500e-03, eta: 1 day, 22:18:42, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.3083, top5_acc: 0.5833, loss_cls: 3.0041, loss: 3.0041, grad_norm: 5.9714 2020-10-11 00:30:17,278 - mmaction - INFO - Epoch [2][3040/3520] lr: 7.500e-03, eta: 1 day, 22:18:11, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.2948, top5_acc: 0.5792, loss_cls: 2.9938, loss: 2.9938, grad_norm: 5.9482 2020-10-11 00:30:37,540 - mmaction - INFO - Epoch [2][3060/3520] lr: 7.500e-03, eta: 1 day, 22:18:07, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.3125, top5_acc: 0.5990, loss_cls: 2.8770, loss: 2.8770, grad_norm: 6.1121 2020-10-11 00:30:57,365 - mmaction - INFO - Epoch [2][3080/3520] lr: 7.500e-03, eta: 1 day, 22:17:51, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.2948, top5_acc: 0.5656, loss_cls: 2.9922, loss: 2.9922, grad_norm: 6.1789 2020-10-11 00:31:17,317 - mmaction - INFO - Epoch [2][3100/3520] lr: 7.500e-03, eta: 1 day, 22:17:38, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.2969, top5_acc: 0.5594, loss_cls: 3.1007, loss: 3.1007, grad_norm: 5.7961 2020-10-11 00:31:37,878 - mmaction - INFO - Epoch [2][3120/3520] lr: 7.500e-03, eta: 1 day, 22:17:40, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5698, loss_cls: 3.0175, loss: 3.0175, grad_norm: 6.0349 2020-10-11 00:31:57,885 - mmaction - INFO - Epoch [2][3140/3520] lr: 7.500e-03, eta: 1 day, 22:17:29, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5563, loss_cls: 3.0881, loss: 3.0881, grad_norm: 5.6114 2020-10-11 00:32:17,221 - mmaction - INFO - Epoch [2][3160/3520] lr: 7.500e-03, eta: 1 day, 22:17:01, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.2927, top5_acc: 0.5896, loss_cls: 2.9848, loss: 2.9848, grad_norm: 5.7866 2020-10-11 00:32:36,717 - mmaction - INFO - Epoch [2][3180/3520] lr: 7.500e-03, eta: 1 day, 22:16:37, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5615, loss_cls: 2.9470, loss: 2.9470, grad_norm: 5.9416 2020-10-11 00:32:57,565 - mmaction - INFO - Epoch [2][3200/3520] lr: 7.500e-03, eta: 1 day, 22:16:46, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.3073, top5_acc: 0.5594, loss_cls: 3.0362, loss: 3.0362, grad_norm: 6.3019 2020-10-11 00:33:16,643 - mmaction - INFO - Epoch [2][3220/3520] lr: 7.500e-03, eta: 1 day, 22:16:12, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.2885, top5_acc: 0.5781, loss_cls: 3.0772, loss: 3.0772, grad_norm: 5.9458 2020-10-11 00:33:37,134 - mmaction - INFO - Epoch [2][3240/3520] lr: 7.500e-03, eta: 1 day, 22:16:12, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.2948, top5_acc: 0.5781, loss_cls: 3.0774, loss: 3.0774, grad_norm: 6.1477 2020-10-11 00:33:56,823 - mmaction - INFO - Epoch [2][3260/3520] lr: 7.500e-03, eta: 1 day, 22:15:52, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.2844, top5_acc: 0.5677, loss_cls: 3.1050, loss: 3.1050, grad_norm: 6.0039 2020-10-11 00:34:16,626 - mmaction - INFO - Epoch [2][3280/3520] lr: 7.500e-03, eta: 1 day, 22:15:36, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.3125, top5_acc: 0.5792, loss_cls: 2.9493, loss: 2.9493, grad_norm: 5.9554 2020-10-11 00:34:37,127 - mmaction - INFO - Epoch [2][3300/3520] lr: 7.500e-03, eta: 1 day, 22:15:36, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.2823, top5_acc: 0.5594, loss_cls: 3.0951, loss: 3.0951, grad_norm: 5.8181 2020-10-11 00:34:56,714 - mmaction - INFO - Epoch [2][3320/3520] lr: 7.500e-03, eta: 1 day, 22:15:12, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.2969, top5_acc: 0.5646, loss_cls: 3.1009, loss: 3.1009, grad_norm: 6.2224 2020-10-11 00:35:17,029 - mmaction - INFO - Epoch [2][3340/3520] lr: 7.500e-03, eta: 1 day, 22:15:10, time: 1.019, data_time: 0.008, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5729, loss_cls: 3.0180, loss: 3.0180, grad_norm: 5.8449 2020-10-11 00:35:36,418 - mmaction - INFO - Epoch [2][3360/3520] lr: 7.500e-03, eta: 1 day, 22:14:43, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5875, loss_cls: 3.0036, loss: 3.0036, grad_norm: 5.9376 2020-10-11 00:35:55,524 - mmaction - INFO - Epoch [2][3380/3520] lr: 7.500e-03, eta: 1 day, 22:14:08, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6010, loss_cls: 2.8929, loss: 2.8929, grad_norm: 5.9244 2020-10-11 00:36:15,787 - mmaction - INFO - Epoch [2][3400/3520] lr: 7.500e-03, eta: 1 day, 22:14:03, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.3083, top5_acc: 0.6010, loss_cls: 2.9559, loss: 2.9559, grad_norm: 5.9914 2020-10-11 00:36:35,652 - mmaction - INFO - Epoch [2][3420/3520] lr: 7.500e-03, eta: 1 day, 22:13:48, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3292, top5_acc: 0.6073, loss_cls: 2.8872, loss: 2.8872, grad_norm: 6.1387 2020-10-11 00:36:55,644 - mmaction - INFO - Epoch [2][3440/3520] lr: 7.500e-03, eta: 1 day, 22:13:33, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.2948, top5_acc: 0.5573, loss_cls: 3.0051, loss: 3.0051, grad_norm: 6.3170 2020-10-11 00:37:14,965 - mmaction - INFO - Epoch [2][3460/3520] lr: 7.500e-03, eta: 1 day, 22:13:06, time: 0.970, data_time: 0.008, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5656, loss_cls: 3.0924, loss: 3.0924, grad_norm: 6.1987 2020-10-11 00:37:34,411 - mmaction - INFO - Epoch [2][3480/3520] lr: 7.500e-03, eta: 1 day, 22:12:41, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.3250, top5_acc: 0.5948, loss_cls: 2.9198, loss: 2.9198, grad_norm: 6.0009 2020-10-11 00:37:53,570 - mmaction - INFO - Epoch [2][3500/3520] lr: 7.500e-03, eta: 1 day, 22:12:09, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.3021, top5_acc: 0.5760, loss_cls: 2.9951, loss: 2.9951, grad_norm: 5.9642 2020-10-11 00:38:11,967 - mmaction - INFO - Epoch [2][3520/3520] lr: 7.500e-03, eta: 1 day, 22:11:18, time: 0.920, data_time: 0.002, memory: 10390, top1_acc: 0.3130, top5_acc: 0.5652, loss_cls: 3.0266, loss: 3.0266, grad_norm: 6.2078 2020-10-11 00:38:12,374 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-10-11 00:38:45,821 - mmaction - INFO - Epoch [3][20/3520] lr: 7.500e-03, eta: 1 day, 22:16:13, time: 1.640, data_time: 0.692, memory: 10390, top1_acc: 0.3208, top5_acc: 0.5927, loss_cls: 2.9635, loss: 2.9635, grad_norm: 5.7401 2020-10-11 00:39:03,671 - mmaction - INFO - Epoch [3][40/3520] lr: 7.500e-03, eta: 1 day, 22:15:09, time: 0.893, data_time: 0.003, memory: 10390, top1_acc: 0.3240, top5_acc: 0.5781, loss_cls: 2.9595, loss: 2.9595, grad_norm: 5.9073 2020-10-11 00:39:22,536 - mmaction - INFO - Epoch [3][60/3520] lr: 7.500e-03, eta: 1 day, 22:14:28, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.3156, top5_acc: 0.6146, loss_cls: 2.9009, loss: 2.9009, grad_norm: 6.1209 2020-10-11 00:39:41,739 - mmaction - INFO - Epoch [3][80/3520] lr: 7.500e-03, eta: 1 day, 22:13:56, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6083, loss_cls: 2.7987, loss: 2.7987, grad_norm: 6.2333 2020-10-11 00:40:01,203 - mmaction - INFO - Epoch [3][100/3520] lr: 7.500e-03, eta: 1 day, 22:13:31, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5854, loss_cls: 3.0308, loss: 3.0308, grad_norm: 6.1302 2020-10-11 00:40:20,930 - mmaction - INFO - Epoch [3][120/3520] lr: 7.500e-03, eta: 1 day, 22:13:11, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6000, loss_cls: 2.9667, loss: 2.9667, grad_norm: 6.0970 2020-10-11 00:40:40,511 - mmaction - INFO - Epoch [3][140/3520] lr: 7.500e-03, eta: 1 day, 22:12:49, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5823, loss_cls: 2.9833, loss: 2.9833, grad_norm: 6.0137 2020-10-11 00:40:59,763 - mmaction - INFO - Epoch [3][160/3520] lr: 7.500e-03, eta: 1 day, 22:12:19, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.3073, top5_acc: 0.5687, loss_cls: 3.0537, loss: 3.0537, grad_norm: 6.0027 2020-10-11 00:41:19,136 - mmaction - INFO - Epoch [3][180/3520] lr: 7.500e-03, eta: 1 day, 22:11:51, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.3271, top5_acc: 0.6042, loss_cls: 2.8868, loss: 2.8868, grad_norm: 5.7695 2020-10-11 00:41:38,411 - mmaction - INFO - Epoch [3][200/3520] lr: 7.500e-03, eta: 1 day, 22:11:21, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6323, loss_cls: 2.8297, loss: 2.8297, grad_norm: 6.2772 2020-10-11 00:41:58,455 - mmaction - INFO - Epoch [3][220/3520] lr: 7.500e-03, eta: 1 day, 22:11:10, time: 1.003, data_time: 0.008, memory: 10390, top1_acc: 0.3177, top5_acc: 0.5906, loss_cls: 2.9260, loss: 2.9260, grad_norm: 5.7465 2020-10-11 00:42:18,240 - mmaction - INFO - Epoch [3][240/3520] lr: 7.500e-03, eta: 1 day, 22:10:52, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.3271, top5_acc: 0.5896, loss_cls: 2.9249, loss: 2.9249, grad_norm: 6.1087 2020-10-11 00:42:37,608 - mmaction - INFO - Epoch [3][260/3520] lr: 7.500e-03, eta: 1 day, 22:10:24, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.3229, top5_acc: 0.5958, loss_cls: 2.9051, loss: 2.9051, grad_norm: 6.1634 2020-10-11 00:42:56,950 - mmaction - INFO - Epoch [3][280/3520] lr: 7.500e-03, eta: 1 day, 22:09:56, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.2542, top5_acc: 0.5375, loss_cls: 3.1618, loss: 3.1618, grad_norm: 5.9432 2020-10-11 00:43:16,328 - mmaction - INFO - Epoch [3][300/3520] lr: 7.500e-03, eta: 1 day, 22:09:28, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6115, loss_cls: 2.8483, loss: 2.8483, grad_norm: 5.8333 2020-10-11 00:43:36,595 - mmaction - INFO - Epoch [3][320/3520] lr: 7.500e-03, eta: 1 day, 22:09:21, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.3354, top5_acc: 0.6125, loss_cls: 2.8738, loss: 2.8738, grad_norm: 5.8870 2020-10-11 00:43:55,780 - mmaction - INFO - Epoch [3][340/3520] lr: 7.500e-03, eta: 1 day, 22:08:50, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.2927, top5_acc: 0.5854, loss_cls: 2.9742, loss: 2.9742, grad_norm: 6.0194 2020-10-11 00:44:15,259 - mmaction - INFO - Epoch [3][360/3520] lr: 7.500e-03, eta: 1 day, 22:08:25, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.3271, top5_acc: 0.5812, loss_cls: 2.9509, loss: 2.9509, grad_norm: 6.5317 2020-10-11 00:44:35,192 - mmaction - INFO - Epoch [3][380/3520] lr: 7.500e-03, eta: 1 day, 22:08:11, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.3229, top5_acc: 0.6000, loss_cls: 2.8885, loss: 2.8885, grad_norm: 5.9164 2020-10-11 00:44:54,930 - mmaction - INFO - Epoch [3][400/3520] lr: 7.500e-03, eta: 1 day, 22:07:52, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5990, loss_cls: 2.9590, loss: 2.9590, grad_norm: 5.9684 2020-10-11 00:45:14,445 - mmaction - INFO - Epoch [3][420/3520] lr: 7.500e-03, eta: 1 day, 22:07:28, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.3052, top5_acc: 0.6104, loss_cls: 2.9512, loss: 2.9512, grad_norm: 6.2631 2020-10-11 00:45:34,706 - mmaction - INFO - Epoch [3][440/3520] lr: 7.500e-03, eta: 1 day, 22:07:20, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5792, loss_cls: 2.9724, loss: 2.9724, grad_norm: 6.0143 2020-10-11 00:45:54,342 - mmaction - INFO - Epoch [3][460/3520] lr: 7.500e-03, eta: 1 day, 22:06:59, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3146, top5_acc: 0.5833, loss_cls: 2.9551, loss: 2.9551, grad_norm: 5.8402 2020-10-11 00:46:14,355 - mmaction - INFO - Epoch [3][480/3520] lr: 7.500e-03, eta: 1 day, 22:06:47, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.3198, top5_acc: 0.6042, loss_cls: 2.8585, loss: 2.8585, grad_norm: 6.1550 2020-10-11 00:46:33,986 - mmaction - INFO - Epoch [3][500/3520] lr: 7.500e-03, eta: 1 day, 22:06:25, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.3396, top5_acc: 0.5979, loss_cls: 2.8885, loss: 2.8885, grad_norm: 6.1015 2020-10-11 00:46:53,500 - mmaction - INFO - Epoch [3][520/3520] lr: 7.500e-03, eta: 1 day, 22:06:01, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.3146, top5_acc: 0.6177, loss_cls: 2.8667, loss: 2.8667, grad_norm: 6.1355 2020-10-11 00:47:13,120 - mmaction - INFO - Epoch [3][540/3520] lr: 7.500e-03, eta: 1 day, 22:05:40, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5833, loss_cls: 2.9645, loss: 2.9645, grad_norm: 5.9117 2020-10-11 00:47:32,593 - mmaction - INFO - Epoch [3][560/3520] lr: 7.500e-03, eta: 1 day, 22:05:13, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6167, loss_cls: 2.8250, loss: 2.8250, grad_norm: 6.3734 2020-10-11 00:47:52,032 - mmaction - INFO - Epoch [3][580/3520] lr: 7.500e-03, eta: 1 day, 22:04:49, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5823, loss_cls: 2.9825, loss: 2.9825, grad_norm: 6.3484 2020-10-11 00:48:11,836 - mmaction - INFO - Epoch [3][600/3520] lr: 7.500e-03, eta: 1 day, 22:04:32, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.8919, loss: 2.8919, grad_norm: 5.9900 2020-10-11 00:48:32,561 - mmaction - INFO - Epoch [3][620/3520] lr: 7.500e-03, eta: 1 day, 22:04:33, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.3146, top5_acc: 0.5937, loss_cls: 2.9234, loss: 2.9234, grad_norm: 6.2064 2020-10-11 00:48:51,903 - mmaction - INFO - Epoch [3][640/3520] lr: 7.500e-03, eta: 1 day, 22:04:06, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.3271, top5_acc: 0.5875, loss_cls: 2.8638, loss: 2.8638, grad_norm: 6.0710 2020-10-11 00:49:12,233 - mmaction - INFO - Epoch [3][660/3520] lr: 7.500e-03, eta: 1 day, 22:04:01, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.3406, top5_acc: 0.5979, loss_cls: 2.8652, loss: 2.8652, grad_norm: 6.2410 2020-10-11 00:49:31,668 - mmaction - INFO - Epoch [3][680/3520] lr: 7.500e-03, eta: 1 day, 22:03:34, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5969, loss_cls: 2.9051, loss: 2.9051, grad_norm: 6.1168 2020-10-11 00:49:51,349 - mmaction - INFO - Epoch [3][700/3520] lr: 7.500e-03, eta: 1 day, 22:03:15, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6000, loss_cls: 2.8912, loss: 2.8912, grad_norm: 6.1085 2020-10-11 00:50:12,028 - mmaction - INFO - Epoch [3][720/3520] lr: 7.500e-03, eta: 1 day, 22:03:15, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.3302, top5_acc: 0.5802, loss_cls: 2.9081, loss: 2.9081, grad_norm: 6.3643 2020-10-11 00:50:31,600 - mmaction - INFO - Epoch [3][740/3520] lr: 7.500e-03, eta: 1 day, 22:02:53, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6406, loss_cls: 2.7365, loss: 2.7365, grad_norm: 6.2346 2020-10-11 00:50:51,897 - mmaction - INFO - Epoch [3][760/3520] lr: 7.500e-03, eta: 1 day, 22:02:46, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.3115, top5_acc: 0.6031, loss_cls: 2.9374, loss: 2.9374, grad_norm: 5.8958 2020-10-11 00:51:11,728 - mmaction - INFO - Epoch [3][780/3520] lr: 7.500e-03, eta: 1 day, 22:02:29, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5844, loss_cls: 2.9335, loss: 2.9335, grad_norm: 6.1472 2020-10-11 00:51:31,433 - mmaction - INFO - Epoch [3][800/3520] lr: 7.500e-03, eta: 1 day, 22:02:09, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.3271, top5_acc: 0.6094, loss_cls: 2.8386, loss: 2.8386, grad_norm: 6.0421 2020-10-11 00:51:51,495 - mmaction - INFO - Epoch [3][820/3520] lr: 7.500e-03, eta: 1 day, 22:01:57, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6260, loss_cls: 2.7583, loss: 2.7583, grad_norm: 5.9067 2020-10-11 00:52:11,437 - mmaction - INFO - Epoch [3][840/3520] lr: 7.500e-03, eta: 1 day, 22:01:41, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.3208, top5_acc: 0.6156, loss_cls: 2.8518, loss: 2.8518, grad_norm: 6.1283 2020-10-11 00:52:31,070 - mmaction - INFO - Epoch [3][860/3520] lr: 7.500e-03, eta: 1 day, 22:01:21, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.3146, top5_acc: 0.5750, loss_cls: 2.9609, loss: 2.9609, grad_norm: 5.8651 2020-10-11 00:52:51,365 - mmaction - INFO - Epoch [3][880/3520] lr: 7.500e-03, eta: 1 day, 22:01:14, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.3333, top5_acc: 0.6219, loss_cls: 2.7980, loss: 2.7980, grad_norm: 5.9861 2020-10-11 00:53:10,847 - mmaction - INFO - Epoch [3][900/3520] lr: 7.500e-03, eta: 1 day, 22:00:49, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 2.9592, loss: 2.9592, grad_norm: 6.2203 2020-10-11 00:53:31,428 - mmaction - INFO - Epoch [3][920/3520] lr: 7.500e-03, eta: 1 day, 22:00:47, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.3292, top5_acc: 0.5948, loss_cls: 2.8460, loss: 2.8460, grad_norm: 5.9843 2020-10-11 00:53:51,138 - mmaction - INFO - Epoch [3][940/3520] lr: 7.500e-03, eta: 1 day, 22:00:28, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.3417, top5_acc: 0.5938, loss_cls: 2.8704, loss: 2.8704, grad_norm: 6.1257 2020-10-11 00:54:10,842 - mmaction - INFO - Epoch [3][960/3520] lr: 7.500e-03, eta: 1 day, 22:00:08, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.3417, top5_acc: 0.6271, loss_cls: 2.7854, loss: 2.7854, grad_norm: 6.1884 2020-10-11 00:54:30,543 - mmaction - INFO - Epoch [3][980/3520] lr: 7.500e-03, eta: 1 day, 21:59:48, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5896, loss_cls: 2.9163, loss: 2.9163, grad_norm: 6.0579 2020-10-11 00:54:50,463 - mmaction - INFO - Epoch [3][1000/3520] lr: 7.500e-03, eta: 1 day, 21:59:32, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.3438, top5_acc: 0.6563, loss_cls: 2.7283, loss: 2.7283, grad_norm: 6.1310 2020-10-11 00:55:10,336 - mmaction - INFO - Epoch [3][1020/3520] lr: 7.500e-03, eta: 1 day, 21:59:16, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5510, loss_cls: 3.0373, loss: 3.0373, grad_norm: 6.3176 2020-10-11 00:55:30,623 - mmaction - INFO - Epoch [3][1040/3520] lr: 7.500e-03, eta: 1 day, 21:59:08, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.3177, top5_acc: 0.5885, loss_cls: 2.9181, loss: 2.9181, grad_norm: 5.9727 2020-10-11 00:55:50,915 - mmaction - INFO - Epoch [3][1060/3520] lr: 7.500e-03, eta: 1 day, 21:59:00, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.3271, top5_acc: 0.5948, loss_cls: 2.9314, loss: 2.9314, grad_norm: 6.3515 2020-10-11 00:56:11,198 - mmaction - INFO - Epoch [3][1080/3520] lr: 7.500e-03, eta: 1 day, 21:58:52, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.3156, top5_acc: 0.6000, loss_cls: 2.9077, loss: 2.9077, grad_norm: 6.1850 2020-10-11 00:56:31,214 - mmaction - INFO - Epoch [3][1100/3520] lr: 7.500e-03, eta: 1 day, 21:58:37, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.3323, top5_acc: 0.5917, loss_cls: 2.9243, loss: 2.9243, grad_norm: 6.2881 2020-10-11 00:56:50,695 - mmaction - INFO - Epoch [3][1120/3520] lr: 7.500e-03, eta: 1 day, 21:58:13, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6333, loss_cls: 2.7787, loss: 2.7787, grad_norm: 6.1122 2020-10-11 00:57:10,980 - mmaction - INFO - Epoch [3][1140/3520] lr: 7.500e-03, eta: 1 day, 21:58:06, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.3354, top5_acc: 0.6104, loss_cls: 2.8670, loss: 2.8670, grad_norm: 6.0362 2020-10-11 00:57:30,653 - mmaction - INFO - Epoch [3][1160/3520] lr: 7.500e-03, eta: 1 day, 21:57:44, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6260, loss_cls: 2.8054, loss: 2.8054, grad_norm: 5.9826 2020-10-11 00:57:50,921 - mmaction - INFO - Epoch [3][1180/3520] lr: 7.500e-03, eta: 1 day, 21:57:36, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6083, loss_cls: 2.9319, loss: 2.9319, grad_norm: 6.0034 2020-10-11 00:58:10,735 - mmaction - INFO - Epoch [3][1200/3520] lr: 7.500e-03, eta: 1 day, 21:57:18, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6354, loss_cls: 2.7170, loss: 2.7170, grad_norm: 6.1890 2020-10-11 00:58:30,756 - mmaction - INFO - Epoch [3][1220/3520] lr: 7.500e-03, eta: 1 day, 21:57:05, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.3281, top5_acc: 0.6240, loss_cls: 2.8785, loss: 2.8785, grad_norm: 6.3479 2020-10-11 00:58:50,638 - mmaction - INFO - Epoch [3][1240/3520] lr: 7.500e-03, eta: 1 day, 21:56:48, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3344, top5_acc: 0.5948, loss_cls: 2.9015, loss: 2.9015, grad_norm: 5.8080 2020-10-11 00:59:10,904 - mmaction - INFO - Epoch [3][1260/3520] lr: 7.500e-03, eta: 1 day, 21:56:39, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.3333, top5_acc: 0.6115, loss_cls: 2.8988, loss: 2.8988, grad_norm: 5.8172 2020-10-11 00:59:31,366 - mmaction - INFO - Epoch [3][1280/3520] lr: 7.500e-03, eta: 1 day, 21:56:34, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6229, loss_cls: 2.8300, loss: 2.8300, grad_norm: 5.9041 2020-10-11 00:59:51,467 - mmaction - INFO - Epoch [3][1300/3520] lr: 7.500e-03, eta: 1 day, 21:56:22, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.3240, top5_acc: 0.5979, loss_cls: 2.8725, loss: 2.8725, grad_norm: 5.9432 2020-10-11 01:00:14,354 - mmaction - INFO - Epoch [3][1320/3520] lr: 7.500e-03, eta: 1 day, 21:57:04, time: 1.139, data_time: 0.003, memory: 10390, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.7769, loss: 2.7769, grad_norm: 5.9886 2020-10-11 01:00:34,043 - mmaction - INFO - Epoch [3][1340/3520] lr: 7.500e-03, eta: 1 day, 21:56:45, time: 0.990, data_time: 0.013, memory: 10390, top1_acc: 0.3115, top5_acc: 0.6062, loss_cls: 2.9263, loss: 2.9263, grad_norm: 5.9159 2020-10-11 01:00:54,327 - mmaction - INFO - Epoch [3][1360/3520] lr: 7.500e-03, eta: 1 day, 21:56:36, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6323, loss_cls: 2.7050, loss: 2.7050, grad_norm: 6.2149 2020-10-11 01:01:13,790 - mmaction - INFO - Epoch [3][1380/3520] lr: 7.500e-03, eta: 1 day, 21:56:11, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.3604, top5_acc: 0.6437, loss_cls: 2.7288, loss: 2.7288, grad_norm: 5.9576 2020-10-11 01:01:33,645 - mmaction - INFO - Epoch [3][1400/3520] lr: 7.500e-03, eta: 1 day, 21:55:54, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.3115, top5_acc: 0.6062, loss_cls: 2.8468, loss: 2.8468, grad_norm: 6.0247 2020-10-11 01:01:53,535 - mmaction - INFO - Epoch [3][1420/3520] lr: 7.500e-03, eta: 1 day, 21:55:37, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.3531, top5_acc: 0.5875, loss_cls: 2.9134, loss: 2.9134, grad_norm: 5.9076 2020-10-11 01:02:13,398 - mmaction - INFO - Epoch [3][1440/3520] lr: 7.500e-03, eta: 1 day, 21:55:20, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6073, loss_cls: 2.8114, loss: 2.8114, grad_norm: 5.9758 2020-10-11 01:02:33,140 - mmaction - INFO - Epoch [3][1460/3520] lr: 7.500e-03, eta: 1 day, 21:55:00, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.3177, top5_acc: 0.6042, loss_cls: 2.9283, loss: 2.9283, grad_norm: 6.1853 2020-10-11 01:02:53,940 - mmaction - INFO - Epoch [3][1480/3520] lr: 7.500e-03, eta: 1 day, 21:55:02, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6156, loss_cls: 2.8539, loss: 2.8539, grad_norm: 6.2655 2020-10-11 01:03:12,992 - mmaction - INFO - Epoch [3][1500/3520] lr: 7.500e-03, eta: 1 day, 21:54:28, time: 0.953, data_time: 0.003, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6135, loss_cls: 2.8089, loss: 2.8089, grad_norm: 5.6937 2020-10-11 01:03:32,937 - mmaction - INFO - Epoch [3][1520/3520] lr: 7.500e-03, eta: 1 day, 21:54:12, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6302, loss_cls: 2.7654, loss: 2.7654, grad_norm: 5.9996 2020-10-11 01:03:53,214 - mmaction - INFO - Epoch [3][1540/3520] lr: 7.500e-03, eta: 1 day, 21:54:03, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.3302, top5_acc: 0.5896, loss_cls: 2.8732, loss: 2.8732, grad_norm: 6.0573 2020-10-11 01:04:12,842 - mmaction - INFO - Epoch [3][1560/3520] lr: 7.500e-03, eta: 1 day, 21:53:41, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5885, loss_cls: 2.9634, loss: 2.9634, grad_norm: 6.2426 2020-10-11 01:04:32,444 - mmaction - INFO - Epoch [3][1580/3520] lr: 7.500e-03, eta: 1 day, 21:53:19, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.3563, top5_acc: 0.6260, loss_cls: 2.7601, loss: 2.7601, grad_norm: 6.1505 2020-10-11 01:04:52,142 - mmaction - INFO - Epoch [3][1600/3520] lr: 7.500e-03, eta: 1 day, 21:52:58, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6271, loss_cls: 2.7875, loss: 2.7875, grad_norm: 5.9236 2020-10-11 01:05:13,176 - mmaction - INFO - Epoch [3][1620/3520] lr: 7.500e-03, eta: 1 day, 21:53:04, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.3188, top5_acc: 0.6062, loss_cls: 2.9292, loss: 2.9292, grad_norm: 6.3268 2020-10-11 01:05:32,480 - mmaction - INFO - Epoch [3][1640/3520] lr: 7.500e-03, eta: 1 day, 21:52:35, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.3521, top5_acc: 0.6240, loss_cls: 2.7803, loss: 2.7803, grad_norm: 6.0920 2020-10-11 01:05:53,219 - mmaction - INFO - Epoch [3][1660/3520] lr: 7.500e-03, eta: 1 day, 21:52:35, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.3479, top5_acc: 0.6260, loss_cls: 2.7366, loss: 2.7366, grad_norm: 6.3955 2020-10-11 01:06:12,782 - mmaction - INFO - Epoch [3][1680/3520] lr: 7.500e-03, eta: 1 day, 21:52:12, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.3375, top5_acc: 0.5885, loss_cls: 2.8517, loss: 2.8517, grad_norm: 5.9524 2020-10-11 01:06:32,594 - mmaction - INFO - Epoch [3][1700/3520] lr: 7.500e-03, eta: 1 day, 21:51:53, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.3448, top5_acc: 0.6094, loss_cls: 2.8340, loss: 2.8340, grad_norm: 6.1795 2020-10-11 01:06:51,996 - mmaction - INFO - Epoch [3][1720/3520] lr: 7.500e-03, eta: 1 day, 21:51:27, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.3167, top5_acc: 0.6115, loss_cls: 2.9566, loss: 2.9566, grad_norm: 6.3133 2020-10-11 01:07:11,631 - mmaction - INFO - Epoch [3][1740/3520] lr: 7.500e-03, eta: 1 day, 21:51:05, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.7400, loss: 2.7400, grad_norm: 6.0340 2020-10-11 01:07:31,760 - mmaction - INFO - Epoch [3][1760/3520] lr: 7.500e-03, eta: 1 day, 21:50:52, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.8338, loss: 2.8338, grad_norm: 6.1015 2020-10-11 01:07:51,701 - mmaction - INFO - Epoch [3][1780/3520] lr: 7.500e-03, eta: 1 day, 21:50:36, time: 0.996, data_time: 0.008, memory: 10390, top1_acc: 0.3177, top5_acc: 0.5979, loss_cls: 2.9621, loss: 2.9621, grad_norm: 6.2458 2020-10-11 01:08:11,111 - mmaction - INFO - Epoch [3][1800/3520] lr: 7.500e-03, eta: 1 day, 21:50:11, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6219, loss_cls: 2.8395, loss: 2.8395, grad_norm: 6.1068 2020-10-11 01:08:31,561 - mmaction - INFO - Epoch [3][1820/3520] lr: 7.500e-03, eta: 1 day, 21:50:04, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.3448, top5_acc: 0.5969, loss_cls: 2.8584, loss: 2.8584, grad_norm: 5.9878 2020-10-11 01:08:51,076 - mmaction - INFO - Epoch [3][1840/3520] lr: 7.500e-03, eta: 1 day, 21:49:40, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.3354, top5_acc: 0.6052, loss_cls: 2.8448, loss: 2.8448, grad_norm: 6.0696 2020-10-11 01:09:11,896 - mmaction - INFO - Epoch [3][1860/3520] lr: 7.500e-03, eta: 1 day, 21:49:40, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.3344, top5_acc: 0.6313, loss_cls: 2.7755, loss: 2.7755, grad_norm: 6.2436 2020-10-11 01:09:31,356 - mmaction - INFO - Epoch [3][1880/3520] lr: 7.500e-03, eta: 1 day, 21:49:16, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5896, loss_cls: 2.9124, loss: 2.9124, grad_norm: 6.3035 2020-10-11 01:09:50,890 - mmaction - INFO - Epoch [3][1900/3520] lr: 7.500e-03, eta: 1 day, 21:48:51, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.3417, top5_acc: 0.6219, loss_cls: 2.8321, loss: 2.8321, grad_norm: 6.4039 2020-10-11 01:10:10,512 - mmaction - INFO - Epoch [3][1920/3520] lr: 7.500e-03, eta: 1 day, 21:48:30, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6385, loss_cls: 2.7902, loss: 2.7902, grad_norm: 6.0278 2020-10-11 01:10:30,548 - mmaction - INFO - Epoch [3][1940/3520] lr: 7.500e-03, eta: 1 day, 21:48:15, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6073, loss_cls: 2.8725, loss: 2.8725, grad_norm: 5.8551 2020-10-11 01:10:50,269 - mmaction - INFO - Epoch [3][1960/3520] lr: 7.500e-03, eta: 1 day, 21:47:55, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.3260, top5_acc: 0.6156, loss_cls: 2.8259, loss: 2.8259, grad_norm: 6.3815 2020-10-11 01:11:09,899 - mmaction - INFO - Epoch [3][1980/3520] lr: 7.500e-03, eta: 1 day, 21:47:33, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.3677, top5_acc: 0.6354, loss_cls: 2.7839, loss: 2.7839, grad_norm: 6.3922 2020-10-11 01:11:29,483 - mmaction - INFO - Epoch [3][2000/3520] lr: 7.500e-03, eta: 1 day, 21:47:11, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6083, loss_cls: 2.8406, loss: 2.8406, grad_norm: 6.1310 2020-10-11 01:11:49,039 - mmaction - INFO - Epoch [3][2020/3520] lr: 7.500e-03, eta: 1 day, 21:46:48, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.3146, top5_acc: 0.6281, loss_cls: 2.8410, loss: 2.8410, grad_norm: 6.0829 2020-10-11 01:12:09,148 - mmaction - INFO - Epoch [3][2040/3520] lr: 7.500e-03, eta: 1 day, 21:46:34, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.3521, top5_acc: 0.6167, loss_cls: 2.8267, loss: 2.8267, grad_norm: 6.3141 2020-10-11 01:12:29,064 - mmaction - INFO - Epoch [3][2060/3520] lr: 7.500e-03, eta: 1 day, 21:46:18, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.3667, top5_acc: 0.6521, loss_cls: 2.7160, loss: 2.7160, grad_norm: 6.4551 2020-10-11 01:12:48,671 - mmaction - INFO - Epoch [3][2080/3520] lr: 7.500e-03, eta: 1 day, 21:45:56, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.3438, top5_acc: 0.6167, loss_cls: 2.8361, loss: 2.8361, grad_norm: 6.0995 2020-10-11 01:13:08,226 - mmaction - INFO - Epoch [3][2100/3520] lr: 7.500e-03, eta: 1 day, 21:45:32, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.3188, top5_acc: 0.6083, loss_cls: 2.8743, loss: 2.8743, grad_norm: 5.9082 2020-10-11 01:13:27,676 - mmaction - INFO - Epoch [3][2120/3520] lr: 7.500e-03, eta: 1 day, 21:45:07, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6177, loss_cls: 2.7493, loss: 2.7493, grad_norm: 5.9819 2020-10-11 01:13:47,597 - mmaction - INFO - Epoch [3][2140/3520] lr: 7.500e-03, eta: 1 day, 21:44:50, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.3104, top5_acc: 0.6156, loss_cls: 2.8716, loss: 2.8716, grad_norm: 6.2365 2020-10-11 01:14:07,262 - mmaction - INFO - Epoch [3][2160/3520] lr: 7.500e-03, eta: 1 day, 21:44:29, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6135, loss_cls: 2.8341, loss: 2.8341, grad_norm: 6.1797 2020-10-11 01:14:26,816 - mmaction - INFO - Epoch [3][2180/3520] lr: 7.500e-03, eta: 1 day, 21:44:06, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.3177, top5_acc: 0.6344, loss_cls: 2.8404, loss: 2.8404, grad_norm: 6.1411 2020-10-11 01:14:46,684 - mmaction - INFO - Epoch [3][2200/3520] lr: 7.500e-03, eta: 1 day, 21:43:49, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6312, loss_cls: 2.7162, loss: 2.7162, grad_norm: 6.2711 2020-10-11 01:15:06,179 - mmaction - INFO - Epoch [3][2220/3520] lr: 7.500e-03, eta: 1 day, 21:43:24, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6365, loss_cls: 2.7152, loss: 2.7152, grad_norm: 6.3821 2020-10-11 01:15:25,726 - mmaction - INFO - Epoch [3][2240/3520] lr: 7.500e-03, eta: 1 day, 21:43:01, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.3344, top5_acc: 0.6188, loss_cls: 2.8666, loss: 2.8666, grad_norm: 6.0396 2020-10-11 01:15:45,465 - mmaction - INFO - Epoch [3][2260/3520] lr: 7.500e-03, eta: 1 day, 21:42:41, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.3563, top5_acc: 0.6271, loss_cls: 2.8230, loss: 2.8230, grad_norm: 6.1848 2020-10-11 01:16:06,439 - mmaction - INFO - Epoch [3][2280/3520] lr: 7.500e-03, eta: 1 day, 21:42:43, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6490, loss_cls: 2.6993, loss: 2.6993, grad_norm: 5.9733 2020-10-11 01:16:25,541 - mmaction - INFO - Epoch [3][2300/3520] lr: 7.500e-03, eta: 1 day, 21:42:11, time: 0.953, data_time: 0.008, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6063, loss_cls: 2.8316, loss: 2.8316, grad_norm: 6.0124 2020-10-11 01:16:46,029 - mmaction - INFO - Epoch [3][2320/3520] lr: 7.500e-03, eta: 1 day, 21:42:06, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6333, loss_cls: 2.7502, loss: 2.7502, grad_norm: 6.2952 2020-10-11 01:17:05,177 - mmaction - INFO - Epoch [3][2340/3520] lr: 7.500e-03, eta: 1 day, 21:41:35, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6021, loss_cls: 2.8182, loss: 2.8182, grad_norm: 6.2620 2020-10-11 01:17:24,770 - mmaction - INFO - Epoch [3][2360/3520] lr: 7.500e-03, eta: 1 day, 21:41:13, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.3479, top5_acc: 0.5885, loss_cls: 2.8846, loss: 2.8846, grad_norm: 6.3064 2020-10-11 01:17:44,178 - mmaction - INFO - Epoch [3][2380/3520] lr: 7.500e-03, eta: 1 day, 21:40:47, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6365, loss_cls: 2.7351, loss: 2.7351, grad_norm: 6.0097 2020-10-11 01:18:04,370 - mmaction - INFO - Epoch [3][2400/3520] lr: 7.500e-03, eta: 1 day, 21:40:36, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.3292, top5_acc: 0.6104, loss_cls: 2.8792, loss: 2.8792, grad_norm: 6.0427 2020-10-11 01:18:23,733 - mmaction - INFO - Epoch [3][2420/3520] lr: 7.500e-03, eta: 1 day, 21:40:09, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.3344, top5_acc: 0.6156, loss_cls: 2.8091, loss: 2.8091, grad_norm: 6.1589 2020-10-11 01:18:43,564 - mmaction - INFO - Epoch [3][2440/3520] lr: 7.500e-03, eta: 1 day, 21:39:51, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6250, loss_cls: 2.7301, loss: 2.7301, grad_norm: 6.0295 2020-10-11 01:19:03,357 - mmaction - INFO - Epoch [3][2460/3520] lr: 7.500e-03, eta: 1 day, 21:39:32, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.3375, top5_acc: 0.6167, loss_cls: 2.8611, loss: 2.8611, grad_norm: 6.0990 2020-10-11 01:19:22,844 - mmaction - INFO - Epoch [3][2480/3520] lr: 7.500e-03, eta: 1 day, 21:39:08, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6094, loss_cls: 2.7978, loss: 2.7978, grad_norm: 6.2862 2020-10-11 01:19:42,370 - mmaction - INFO - Epoch [3][2500/3520] lr: 7.500e-03, eta: 1 day, 21:38:44, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6313, loss_cls: 2.7728, loss: 2.7728, grad_norm: 5.7041 2020-10-11 01:20:02,422 - mmaction - INFO - Epoch [3][2520/3520] lr: 7.500e-03, eta: 1 day, 21:38:29, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6490, loss_cls: 2.7038, loss: 2.7038, grad_norm: 6.4621 2020-10-11 01:20:22,100 - mmaction - INFO - Epoch [3][2540/3520] lr: 7.500e-03, eta: 1 day, 21:38:08, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6188, loss_cls: 2.7544, loss: 2.7544, grad_norm: 6.4613 2020-10-11 01:20:42,039 - mmaction - INFO - Epoch [3][2560/3520] lr: 7.500e-03, eta: 1 day, 21:37:52, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6073, loss_cls: 2.7728, loss: 2.7728, grad_norm: 6.2892 2020-10-11 01:21:01,892 - mmaction - INFO - Epoch [3][2580/3520] lr: 7.500e-03, eta: 1 day, 21:37:34, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6177, loss_cls: 2.7867, loss: 2.7867, grad_norm: 6.1656 2020-10-11 01:21:21,797 - mmaction - INFO - Epoch [3][2600/3520] lr: 7.500e-03, eta: 1 day, 21:37:18, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6281, loss_cls: 2.7748, loss: 2.7748, grad_norm: 6.0036 2020-10-11 01:21:41,767 - mmaction - INFO - Epoch [3][2620/3520] lr: 7.500e-03, eta: 1 day, 21:37:02, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6365, loss_cls: 2.7522, loss: 2.7522, grad_norm: 6.4666 2020-10-11 01:22:00,979 - mmaction - INFO - Epoch [3][2640/3520] lr: 7.500e-03, eta: 1 day, 21:36:32, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6156, loss_cls: 2.7959, loss: 2.7959, grad_norm: 6.1977 2020-10-11 01:22:20,868 - mmaction - INFO - Epoch [3][2660/3520] lr: 7.500e-03, eta: 1 day, 21:36:16, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6229, loss_cls: 2.7877, loss: 2.7877, grad_norm: 6.3113 2020-10-11 01:22:40,182 - mmaction - INFO - Epoch [3][2680/3520] lr: 7.500e-03, eta: 1 day, 21:35:48, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.3521, top5_acc: 0.6188, loss_cls: 2.7504, loss: 2.7504, grad_norm: 6.1255 2020-10-11 01:22:59,793 - mmaction - INFO - Epoch [3][2700/3520] lr: 7.500e-03, eta: 1 day, 21:35:27, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6135, loss_cls: 2.8556, loss: 2.8556, grad_norm: 6.4845 2020-10-11 01:23:19,556 - mmaction - INFO - Epoch [3][2720/3520] lr: 7.500e-03, eta: 1 day, 21:35:07, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.3271, top5_acc: 0.5896, loss_cls: 2.8666, loss: 2.8666, grad_norm: 5.8854 2020-10-11 01:23:39,351 - mmaction - INFO - Epoch [3][2740/3520] lr: 7.500e-03, eta: 1 day, 21:34:48, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.3594, top5_acc: 0.6385, loss_cls: 2.7417, loss: 2.7417, grad_norm: 6.3763 2020-10-11 01:23:59,362 - mmaction - INFO - Epoch [3][2760/3520] lr: 7.500e-03, eta: 1 day, 21:34:32, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6385, loss_cls: 2.7289, loss: 2.7289, grad_norm: 6.0139 2020-10-11 01:24:18,821 - mmaction - INFO - Epoch [3][2780/3520] lr: 7.500e-03, eta: 1 day, 21:34:08, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.3542, top5_acc: 0.6302, loss_cls: 2.7190, loss: 2.7190, grad_norm: 6.4216 2020-10-11 01:24:38,345 - mmaction - INFO - Epoch [3][2800/3520] lr: 7.500e-03, eta: 1 day, 21:33:45, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.3354, top5_acc: 0.6240, loss_cls: 2.8081, loss: 2.8081, grad_norm: 6.2144 2020-10-11 01:24:59,830 - mmaction - INFO - Epoch [3][2820/3520] lr: 7.500e-03, eta: 1 day, 21:33:53, time: 1.071, data_time: 0.005, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6156, loss_cls: 2.7700, loss: 2.7700, grad_norm: 6.2108 2020-10-11 01:25:19,370 - mmaction - INFO - Epoch [3][2840/3520] lr: 7.500e-03, eta: 1 day, 21:33:31, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6375, loss_cls: 2.7103, loss: 2.7103, grad_norm: 6.0872 2020-10-11 01:25:39,198 - mmaction - INFO - Epoch [3][2860/3520] lr: 7.500e-03, eta: 1 day, 21:33:13, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6229, loss_cls: 2.7452, loss: 2.7452, grad_norm: 6.2413 2020-10-11 01:25:58,967 - mmaction - INFO - Epoch [3][2880/3520] lr: 7.500e-03, eta: 1 day, 21:32:53, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 2.8775, loss: 2.8775, grad_norm: 6.4959 2020-10-11 01:26:19,144 - mmaction - INFO - Epoch [3][2900/3520] lr: 7.500e-03, eta: 1 day, 21:32:41, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.3313, top5_acc: 0.6260, loss_cls: 2.7851, loss: 2.7851, grad_norm: 6.0608 2020-10-11 01:26:39,966 - mmaction - INFO - Epoch [3][2920/3520] lr: 7.500e-03, eta: 1 day, 21:32:39, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6427, loss_cls: 2.6925, loss: 2.6925, grad_norm: 6.2559 2020-10-11 01:26:59,607 - mmaction - INFO - Epoch [3][2940/3520] lr: 7.500e-03, eta: 1 day, 21:32:16, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6417, loss_cls: 2.7254, loss: 2.7254, grad_norm: 6.3151 2020-10-11 01:27:19,443 - mmaction - INFO - Epoch [3][2960/3520] lr: 7.500e-03, eta: 1 day, 21:31:59, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.3438, top5_acc: 0.6271, loss_cls: 2.7638, loss: 2.7638, grad_norm: 5.8888 2020-10-11 01:27:39,760 - mmaction - INFO - Epoch [3][2980/3520] lr: 7.500e-03, eta: 1 day, 21:31:48, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.3406, top5_acc: 0.6156, loss_cls: 2.8105, loss: 2.8105, grad_norm: 5.9453 2020-10-11 01:28:00,746 - mmaction - INFO - Epoch [3][3000/3520] lr: 7.500e-03, eta: 1 day, 21:31:49, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6281, loss_cls: 2.7824, loss: 2.7824, grad_norm: 6.0740 2020-10-11 01:28:19,945 - mmaction - INFO - Epoch [3][3020/3520] lr: 7.500e-03, eta: 1 day, 21:31:21, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6417, loss_cls: 2.6883, loss: 2.6883, grad_norm: 6.2398 2020-10-11 01:28:40,586 - mmaction - INFO - Epoch [3][3040/3520] lr: 7.500e-03, eta: 1 day, 21:31:16, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6063, loss_cls: 2.8539, loss: 2.8539, grad_norm: 6.4579 2020-10-11 01:29:00,430 - mmaction - INFO - Epoch [3][3060/3520] lr: 7.500e-03, eta: 1 day, 21:30:57, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.3448, top5_acc: 0.6031, loss_cls: 2.7611, loss: 2.7611, grad_norm: 6.2960 2020-10-11 01:29:19,772 - mmaction - INFO - Epoch [3][3080/3520] lr: 7.500e-03, eta: 1 day, 21:30:31, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6240, loss_cls: 2.7340, loss: 2.7340, grad_norm: 6.1884 2020-10-11 01:29:39,523 - mmaction - INFO - Epoch [3][3100/3520] lr: 7.500e-03, eta: 1 day, 21:30:11, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6323, loss_cls: 2.8043, loss: 2.8043, grad_norm: 5.9999 2020-10-11 01:29:59,399 - mmaction - INFO - Epoch [3][3120/3520] lr: 7.500e-03, eta: 1 day, 21:29:53, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.3417, top5_acc: 0.6271, loss_cls: 2.7752, loss: 2.7752, grad_norm: 6.5557 2020-10-11 01:30:19,885 - mmaction - INFO - Epoch [3][3140/3520] lr: 7.500e-03, eta: 1 day, 21:29:45, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6229, loss_cls: 2.7669, loss: 2.7669, grad_norm: 5.9232 2020-10-11 01:30:40,612 - mmaction - INFO - Epoch [3][3160/3520] lr: 7.500e-03, eta: 1 day, 21:29:42, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6312, loss_cls: 2.7348, loss: 2.7348, grad_norm: 6.2697 2020-10-11 01:30:59,794 - mmaction - INFO - Epoch [3][3180/3520] lr: 7.500e-03, eta: 1 day, 21:29:12, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6333, loss_cls: 2.8065, loss: 2.8065, grad_norm: 5.9087 2020-10-11 01:31:19,696 - mmaction - INFO - Epoch [3][3200/3520] lr: 7.500e-03, eta: 1 day, 21:28:55, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6208, loss_cls: 2.7474, loss: 2.7474, grad_norm: 6.1937 2020-10-11 01:31:40,455 - mmaction - INFO - Epoch [3][3220/3520] lr: 7.500e-03, eta: 1 day, 21:28:51, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6250, loss_cls: 2.7739, loss: 2.7739, grad_norm: 5.9810 2020-10-11 01:32:01,348 - mmaction - INFO - Epoch [3][3240/3520] lr: 7.500e-03, eta: 1 day, 21:28:50, time: 1.047, data_time: 0.008, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6198, loss_cls: 2.7751, loss: 2.7751, grad_norm: 6.2233 2020-10-11 01:32:21,924 - mmaction - INFO - Epoch [3][3260/3520] lr: 7.500e-03, eta: 1 day, 21:28:43, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6750, loss_cls: 2.6109, loss: 2.6109, grad_norm: 6.3162 2020-10-11 01:32:42,761 - mmaction - INFO - Epoch [3][3280/3520] lr: 7.500e-03, eta: 1 day, 21:28:41, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6406, loss_cls: 2.8043, loss: 2.8043, grad_norm: 6.2130 2020-10-11 01:33:02,689 - mmaction - INFO - Epoch [3][3300/3520] lr: 7.500e-03, eta: 1 day, 21:28:23, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.3375, top5_acc: 0.6135, loss_cls: 2.8245, loss: 2.8245, grad_norm: 5.9337 2020-10-11 01:33:22,551 - mmaction - INFO - Epoch [3][3320/3520] lr: 7.500e-03, eta: 1 day, 21:28:05, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6385, loss_cls: 2.7203, loss: 2.7203, grad_norm: 6.2390 2020-10-11 01:33:42,408 - mmaction - INFO - Epoch [3][3340/3520] lr: 7.500e-03, eta: 1 day, 21:27:47, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6688, loss_cls: 2.6374, loss: 2.6374, grad_norm: 6.1238 2020-10-11 01:34:02,110 - mmaction - INFO - Epoch [3][3360/3520] lr: 7.500e-03, eta: 1 day, 21:27:26, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.7557, loss: 2.7557, grad_norm: 6.3180 2020-10-11 01:34:21,794 - mmaction - INFO - Epoch [3][3380/3520] lr: 7.500e-03, eta: 1 day, 21:27:06, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6479, loss_cls: 2.7279, loss: 2.7279, grad_norm: 6.4128 2020-10-11 01:34:42,406 - mmaction - INFO - Epoch [3][3400/3520] lr: 7.500e-03, eta: 1 day, 21:26:59, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6313, loss_cls: 2.7439, loss: 2.7439, grad_norm: 6.0116 2020-10-11 01:35:01,747 - mmaction - INFO - Epoch [3][3420/3520] lr: 7.500e-03, eta: 1 day, 21:26:32, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6156, loss_cls: 2.7923, loss: 2.7923, grad_norm: 6.2462 2020-10-11 01:35:21,898 - mmaction - INFO - Epoch [3][3440/3520] lr: 7.500e-03, eta: 1 day, 21:26:19, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6167, loss_cls: 2.7734, loss: 2.7734, grad_norm: 6.1363 2020-10-11 01:35:41,903 - mmaction - INFO - Epoch [3][3460/3520] lr: 7.500e-03, eta: 1 day, 21:26:03, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6510, loss_cls: 2.6148, loss: 2.6148, grad_norm: 6.1993 2020-10-11 01:36:01,312 - mmaction - INFO - Epoch [3][3480/3520] lr: 7.500e-03, eta: 1 day, 21:25:37, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.3542, top5_acc: 0.6490, loss_cls: 2.7078, loss: 2.7078, grad_norm: 6.4418 2020-10-11 01:36:20,693 - mmaction - INFO - Epoch [3][3500/3520] lr: 7.500e-03, eta: 1 day, 21:25:12, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.3542, top5_acc: 0.6365, loss_cls: 2.6768, loss: 2.6768, grad_norm: 6.1453 2020-10-11 01:36:39,355 - mmaction - INFO - Epoch [3][3520/3520] lr: 7.500e-03, eta: 1 day, 21:24:35, time: 0.933, data_time: 0.002, memory: 10390, top1_acc: 0.3283, top5_acc: 0.6163, loss_cls: 2.7915, loss: 2.7915, grad_norm: 5.8797 2020-10-11 01:36:39,756 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-10-11 01:37:14,186 - mmaction - INFO - Epoch [4][20/3520] lr: 7.500e-03, eta: 1 day, 21:27:55, time: 1.690, data_time: 0.715, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6281, loss_cls: 2.7110, loss: 2.7110, grad_norm: 5.9812 2020-10-11 01:37:32,492 - mmaction - INFO - Epoch [4][40/3520] lr: 7.500e-03, eta: 1 day, 21:27:12, time: 0.915, data_time: 0.002, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6490, loss_cls: 2.6425, loss: 2.6425, grad_norm: 6.3195 2020-10-11 01:37:53,889 - mmaction - INFO - Epoch [4][60/3520] lr: 7.500e-03, eta: 1 day, 21:27:17, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6229, loss_cls: 2.8249, loss: 2.8249, grad_norm: 5.8701 2020-10-11 01:38:13,273 - mmaction - INFO - Epoch [4][80/3520] lr: 7.500e-03, eta: 1 day, 21:26:51, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6167, loss: 2.6167, grad_norm: 6.1738 2020-10-11 01:38:33,321 - mmaction - INFO - Epoch [4][100/3520] lr: 7.500e-03, eta: 1 day, 21:26:35, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.3740, top5_acc: 0.6437, loss_cls: 2.6098, loss: 2.6098, grad_norm: 6.1650 2020-10-11 01:38:52,456 - mmaction - INFO - Epoch [4][120/3520] lr: 7.500e-03, eta: 1 day, 21:26:05, time: 0.958, data_time: 0.008, memory: 10390, top1_acc: 0.3438, top5_acc: 0.6406, loss_cls: 2.7268, loss: 2.7268, grad_norm: 6.4465 2020-10-11 01:39:12,088 - mmaction - INFO - Epoch [4][140/3520] lr: 7.500e-03, eta: 1 day, 21:25:43, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6823, loss_cls: 2.6108, loss: 2.6108, grad_norm: 6.1205 2020-10-11 01:39:31,640 - mmaction - INFO - Epoch [4][160/3520] lr: 7.500e-03, eta: 1 day, 21:25:19, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6562, loss_cls: 2.5844, loss: 2.5844, grad_norm: 6.0885 2020-10-11 01:39:51,858 - mmaction - INFO - Epoch [4][180/3520] lr: 7.500e-03, eta: 1 day, 21:25:06, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6563, loss_cls: 2.6670, loss: 2.6670, grad_norm: 6.2484 2020-10-11 01:40:11,763 - mmaction - INFO - Epoch [4][200/3520] lr: 7.500e-03, eta: 1 day, 21:24:48, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6427, loss_cls: 2.6349, loss: 2.6349, grad_norm: 6.2510 2020-10-11 01:40:31,928 - mmaction - INFO - Epoch [4][220/3520] lr: 7.500e-03, eta: 1 day, 21:24:34, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.3521, top5_acc: 0.6396, loss_cls: 2.6945, loss: 2.6945, grad_norm: 6.3378 2020-10-11 01:40:51,108 - mmaction - INFO - Epoch [4][240/3520] lr: 7.500e-03, eta: 1 day, 21:24:05, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.3344, top5_acc: 0.6427, loss_cls: 2.7819, loss: 2.7819, grad_norm: 6.1240 2020-10-11 01:41:10,714 - mmaction - INFO - Epoch [4][260/3520] lr: 7.500e-03, eta: 1 day, 21:23:43, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6490, loss_cls: 2.5993, loss: 2.5993, grad_norm: 6.1624 2020-10-11 01:41:29,966 - mmaction - INFO - Epoch [4][280/3520] lr: 7.500e-03, eta: 1 day, 21:23:15, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6635, loss_cls: 2.6465, loss: 2.6465, grad_norm: 6.2329 2020-10-11 01:41:49,364 - mmaction - INFO - Epoch [4][300/3520] lr: 7.500e-03, eta: 1 day, 21:22:49, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6406, loss_cls: 2.6329, loss: 2.6329, grad_norm: 6.3502 2020-10-11 01:42:09,217 - mmaction - INFO - Epoch [4][320/3520] lr: 7.500e-03, eta: 1 day, 21:22:30, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6187, loss_cls: 2.7406, loss: 2.7406, grad_norm: 6.0216 2020-10-11 01:42:28,976 - mmaction - INFO - Epoch [4][340/3520] lr: 7.500e-03, eta: 1 day, 21:22:10, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6323, loss_cls: 2.6973, loss: 2.6973, grad_norm: 6.2018 2020-10-11 01:42:48,183 - mmaction - INFO - Epoch [4][360/3520] lr: 7.500e-03, eta: 1 day, 21:21:42, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6615, loss_cls: 2.6225, loss: 2.6225, grad_norm: 6.9593 2020-10-11 01:43:08,411 - mmaction - INFO - Epoch [4][380/3520] lr: 7.500e-03, eta: 1 day, 21:21:28, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.3542, top5_acc: 0.6302, loss_cls: 2.7630, loss: 2.7630, grad_norm: 6.6915 2020-10-11 01:43:28,891 - mmaction - INFO - Epoch [4][400/3520] lr: 7.500e-03, eta: 1 day, 21:21:19, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6510, loss_cls: 2.6648, loss: 2.6648, grad_norm: 6.5050 2020-10-11 01:43:48,320 - mmaction - INFO - Epoch [4][420/3520] lr: 7.500e-03, eta: 1 day, 21:20:54, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.3458, top5_acc: 0.6365, loss_cls: 2.7135, loss: 2.7135, grad_norm: 6.2698 2020-10-11 01:44:08,321 - mmaction - INFO - Epoch [4][440/3520] lr: 7.500e-03, eta: 1 day, 21:20:37, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6438, loss_cls: 2.6740, loss: 2.6740, grad_norm: 6.1349 2020-10-11 01:44:28,784 - mmaction - INFO - Epoch [4][460/3520] lr: 7.500e-03, eta: 1 day, 21:20:28, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6469, loss_cls: 2.7066, loss: 2.7066, grad_norm: 6.1285 2020-10-11 01:44:48,382 - mmaction - INFO - Epoch [4][480/3520] lr: 7.500e-03, eta: 1 day, 21:20:05, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6385, loss_cls: 2.6556, loss: 2.6556, grad_norm: 5.9395 2020-10-11 01:45:09,774 - mmaction - INFO - Epoch [4][500/3520] lr: 7.500e-03, eta: 1 day, 21:20:09, time: 1.069, data_time: 0.004, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6479, loss_cls: 2.6243, loss: 2.6243, grad_norm: 6.2369 2020-10-11 01:45:28,587 - mmaction - INFO - Epoch [4][520/3520] lr: 7.500e-03, eta: 1 day, 21:19:35, time: 0.941, data_time: 0.003, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6573, loss_cls: 2.6533, loss: 2.6533, grad_norm: 6.0874 2020-10-11 01:45:48,515 - mmaction - INFO - Epoch [4][540/3520] lr: 7.500e-03, eta: 1 day, 21:19:16, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6594, loss_cls: 2.5965, loss: 2.5965, grad_norm: 6.2357 2020-10-11 01:46:09,353 - mmaction - INFO - Epoch [4][560/3520] lr: 7.500e-03, eta: 1 day, 21:19:13, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6458, loss_cls: 2.6947, loss: 2.6947, grad_norm: 6.2871 2020-10-11 01:46:29,698 - mmaction - INFO - Epoch [4][580/3520] lr: 7.500e-03, eta: 1 day, 21:19:01, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.7358, loss: 2.7358, grad_norm: 6.1058 2020-10-11 01:46:48,788 - mmaction - INFO - Epoch [4][600/3520] lr: 7.500e-03, eta: 1 day, 21:18:31, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6271, loss_cls: 2.6744, loss: 2.6744, grad_norm: 6.3415 2020-10-11 01:47:08,508 - mmaction - INFO - Epoch [4][620/3520] lr: 7.500e-03, eta: 1 day, 21:18:10, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.6915, loss: 2.6915, grad_norm: 6.1291 2020-10-11 01:47:28,513 - mmaction - INFO - Epoch [4][640/3520] lr: 7.500e-03, eta: 1 day, 21:17:54, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6365, loss_cls: 2.6942, loss: 2.6942, grad_norm: 6.0561 2020-10-11 01:47:47,927 - mmaction - INFO - Epoch [4][660/3520] lr: 7.500e-03, eta: 1 day, 21:17:28, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6635, loss_cls: 2.5651, loss: 2.5651, grad_norm: 6.2723 2020-10-11 01:48:08,098 - mmaction - INFO - Epoch [4][680/3520] lr: 7.500e-03, eta: 1 day, 21:17:14, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6354, loss_cls: 2.6752, loss: 2.6752, grad_norm: 6.2239 2020-10-11 01:48:28,110 - mmaction - INFO - Epoch [4][700/3520] lr: 7.500e-03, eta: 1 day, 21:16:58, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6437, loss_cls: 2.7025, loss: 2.7025, grad_norm: 6.1273 2020-10-11 01:48:47,456 - mmaction - INFO - Epoch [4][720/3520] lr: 7.500e-03, eta: 1 day, 21:16:31, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6323, loss_cls: 2.7282, loss: 2.7282, grad_norm: 6.1130 2020-10-11 01:49:06,794 - mmaction - INFO - Epoch [4][740/3520] lr: 7.500e-03, eta: 1 day, 21:16:04, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6500, loss_cls: 2.6976, loss: 2.6976, grad_norm: 6.1883 2020-10-11 01:49:26,066 - mmaction - INFO - Epoch [4][760/3520] lr: 7.500e-03, eta: 1 day, 21:15:38, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6687, loss_cls: 2.5610, loss: 2.5610, grad_norm: 6.3728 2020-10-11 01:49:45,660 - mmaction - INFO - Epoch [4][780/3520] lr: 7.500e-03, eta: 1 day, 21:15:15, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6458, loss_cls: 2.7197, loss: 2.7197, grad_norm: 6.3227 2020-10-11 01:50:05,123 - mmaction - INFO - Epoch [4][800/3520] lr: 7.500e-03, eta: 1 day, 21:14:50, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.3667, top5_acc: 0.6510, loss_cls: 2.6828, loss: 2.6828, grad_norm: 6.1251 2020-10-11 01:50:24,938 - mmaction - INFO - Epoch [4][820/3520] lr: 7.500e-03, eta: 1 day, 21:14:31, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6615, loss_cls: 2.5909, loss: 2.5909, grad_norm: 6.3247 2020-10-11 01:50:44,004 - mmaction - INFO - Epoch [4][840/3520] lr: 7.500e-03, eta: 1 day, 21:14:01, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6698, loss_cls: 2.6022, loss: 2.6022, grad_norm: 6.3431 2020-10-11 01:51:04,588 - mmaction - INFO - Epoch [4][860/3520] lr: 7.500e-03, eta: 1 day, 21:13:52, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.3594, top5_acc: 0.6510, loss_cls: 2.7103, loss: 2.7103, grad_norm: 6.4959 2020-10-11 01:51:23,959 - mmaction - INFO - Epoch [4][880/3520] lr: 7.500e-03, eta: 1 day, 21:13:27, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6406, loss_cls: 2.6957, loss: 2.6957, grad_norm: 6.0126 2020-10-11 01:51:43,611 - mmaction - INFO - Epoch [4][900/3520] lr: 7.500e-03, eta: 1 day, 21:13:05, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6542, loss_cls: 2.6578, loss: 2.6578, grad_norm: 6.4039 2020-10-11 01:52:03,421 - mmaction - INFO - Epoch [4][920/3520] lr: 7.500e-03, eta: 1 day, 21:12:46, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6469, loss_cls: 2.6990, loss: 2.6990, grad_norm: 6.4241 2020-10-11 01:52:22,897 - mmaction - INFO - Epoch [4][940/3520] lr: 7.500e-03, eta: 1 day, 21:12:22, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6229, loss_cls: 2.7663, loss: 2.7663, grad_norm: 6.3681 2020-10-11 01:52:42,513 - mmaction - INFO - Epoch [4][960/3520] lr: 7.500e-03, eta: 1 day, 21:11:59, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6552, loss_cls: 2.6620, loss: 2.6620, grad_norm: 6.2793 2020-10-11 01:53:01,690 - mmaction - INFO - Epoch [4][980/3520] lr: 7.500e-03, eta: 1 day, 21:11:31, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6448, loss_cls: 2.6562, loss: 2.6562, grad_norm: 6.1710 2020-10-11 01:53:20,954 - mmaction - INFO - Epoch [4][1000/3520] lr: 7.500e-03, eta: 1 day, 21:11:04, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6615, loss_cls: 2.5877, loss: 2.5877, grad_norm: 6.4537 2020-10-11 01:53:40,556 - mmaction - INFO - Epoch [4][1020/3520] lr: 7.500e-03, eta: 1 day, 21:10:41, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6396, loss_cls: 2.6914, loss: 2.6914, grad_norm: 5.9606 2020-10-11 01:54:00,266 - mmaction - INFO - Epoch [4][1040/3520] lr: 7.500e-03, eta: 1 day, 21:10:20, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6542, loss_cls: 2.6691, loss: 2.6691, grad_norm: 6.3338 2020-10-11 01:54:20,130 - mmaction - INFO - Epoch [4][1060/3520] lr: 7.500e-03, eta: 1 day, 21:10:02, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6552, loss_cls: 2.6109, loss: 2.6109, grad_norm: 6.7013 2020-10-11 01:54:39,651 - mmaction - INFO - Epoch [4][1080/3520] lr: 7.500e-03, eta: 1 day, 21:09:38, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6562, loss_cls: 2.6289, loss: 2.6289, grad_norm: 6.3740 2020-10-11 01:54:59,116 - mmaction - INFO - Epoch [4][1100/3520] lr: 7.500e-03, eta: 1 day, 21:09:13, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6531, loss_cls: 2.6233, loss: 2.6233, grad_norm: 6.3505 2020-10-11 01:55:19,313 - mmaction - INFO - Epoch [4][1120/3520] lr: 7.500e-03, eta: 1 day, 21:09:00, time: 1.013, data_time: 0.008, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6208, loss_cls: 2.7538, loss: 2.7538, grad_norm: 6.3471 2020-10-11 01:55:38,893 - mmaction - INFO - Epoch [4][1140/3520] lr: 7.500e-03, eta: 1 day, 21:08:37, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6521, loss_cls: 2.6040, loss: 2.6040, grad_norm: 6.1139 2020-10-11 01:55:59,410 - mmaction - INFO - Epoch [4][1160/3520] lr: 7.500e-03, eta: 1 day, 21:08:27, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6469, loss_cls: 2.6317, loss: 2.6317, grad_norm: 6.0295 2020-10-11 01:56:18,643 - mmaction - INFO - Epoch [4][1180/3520] lr: 7.500e-03, eta: 1 day, 21:08:00, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6427, loss_cls: 2.6513, loss: 2.6513, grad_norm: 6.3623 2020-10-11 01:56:38,384 - mmaction - INFO - Epoch [4][1200/3520] lr: 7.500e-03, eta: 1 day, 21:07:40, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.3510, top5_acc: 0.6354, loss_cls: 2.6971, loss: 2.6971, grad_norm: 6.4173 2020-10-11 01:56:57,448 - mmaction - INFO - Epoch [4][1220/3520] lr: 7.500e-03, eta: 1 day, 21:07:09, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6406, loss_cls: 2.6935, loss: 2.6935, grad_norm: 6.4754 2020-10-11 01:57:17,483 - mmaction - INFO - Epoch [4][1240/3520] lr: 7.500e-03, eta: 1 day, 21:06:54, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.3604, top5_acc: 0.6479, loss_cls: 2.6762, loss: 2.6762, grad_norm: 6.1361 2020-10-11 01:57:36,628 - mmaction - INFO - Epoch [4][1260/3520] lr: 7.500e-03, eta: 1 day, 21:06:25, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6229, loss_cls: 2.7394, loss: 2.7394, grad_norm: 6.2621 2020-10-11 01:57:56,477 - mmaction - INFO - Epoch [4][1280/3520] lr: 7.500e-03, eta: 1 day, 21:06:06, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.3604, top5_acc: 0.6354, loss_cls: 2.7025, loss: 2.7025, grad_norm: 6.2555 2020-10-11 01:58:15,782 - mmaction - INFO - Epoch [4][1300/3520] lr: 7.500e-03, eta: 1 day, 21:05:40, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6562, loss_cls: 2.6161, loss: 2.6161, grad_norm: 6.3253 2020-10-11 01:58:35,655 - mmaction - INFO - Epoch [4][1320/3520] lr: 7.500e-03, eta: 1 day, 21:05:21, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6292, loss_cls: 2.7250, loss: 2.7250, grad_norm: 6.1999 2020-10-11 01:58:54,938 - mmaction - INFO - Epoch [4][1340/3520] lr: 7.500e-03, eta: 1 day, 21:04:55, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6885, loss_cls: 2.5714, loss: 2.5714, grad_norm: 6.5858 2020-10-11 01:59:15,453 - mmaction - INFO - Epoch [4][1360/3520] lr: 7.500e-03, eta: 1 day, 21:04:45, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6375, loss_cls: 2.6432, loss: 2.6432, grad_norm: 6.2052 2020-10-11 01:59:35,007 - mmaction - INFO - Epoch [4][1380/3520] lr: 7.500e-03, eta: 1 day, 21:04:22, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6521, loss_cls: 2.6199, loss: 2.6199, grad_norm: 6.2550 2020-10-11 01:59:54,945 - mmaction - INFO - Epoch [4][1400/3520] lr: 7.500e-03, eta: 1 day, 21:04:04, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6469, loss_cls: 2.6236, loss: 2.6236, grad_norm: 6.1273 2020-10-11 02:00:16,905 - mmaction - INFO - Epoch [4][1420/3520] lr: 7.500e-03, eta: 1 day, 21:04:06, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6531, loss_cls: 2.5743, loss: 2.5743, grad_norm: 6.2033 2020-10-11 02:00:36,206 - mmaction - INFO - Epoch [4][1440/3520] lr: 7.500e-03, eta: 1 day, 21:03:48, time: 0.996, data_time: 0.040, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6729, loss_cls: 2.5343, loss: 2.5343, grad_norm: 6.4034 2020-10-11 02:00:56,174 - mmaction - INFO - Epoch [4][1460/3520] lr: 7.500e-03, eta: 1 day, 21:03:31, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6573, loss_cls: 2.6580, loss: 2.6580, grad_norm: 6.5669 2020-10-11 02:01:15,484 - mmaction - INFO - Epoch [4][1480/3520] lr: 7.500e-03, eta: 1 day, 21:03:05, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6469, loss_cls: 2.7208, loss: 2.7208, grad_norm: 6.5732 2020-10-11 02:01:34,830 - mmaction - INFO - Epoch [4][1500/3520] lr: 7.500e-03, eta: 1 day, 21:02:39, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6688, loss_cls: 2.5895, loss: 2.5895, grad_norm: 6.2254 2020-10-11 02:01:53,996 - mmaction - INFO - Epoch [4][1520/3520] lr: 7.500e-03, eta: 1 day, 21:02:11, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6656, loss_cls: 2.5982, loss: 2.5982, grad_norm: 6.4308 2020-10-11 02:02:13,187 - mmaction - INFO - Epoch [4][1540/3520] lr: 7.500e-03, eta: 1 day, 21:01:42, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.3521, top5_acc: 0.6354, loss_cls: 2.6932, loss: 2.6932, grad_norm: 6.4490 2020-10-11 02:02:33,712 - mmaction - INFO - Epoch [4][1560/3520] lr: 7.500e-03, eta: 1 day, 21:01:33, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6781, loss_cls: 2.5743, loss: 2.5743, grad_norm: 6.3281 2020-10-11 02:02:52,523 - mmaction - INFO - Epoch [4][1580/3520] lr: 7.500e-03, eta: 1 day, 21:01:00, time: 0.939, data_time: 0.004, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6656, loss_cls: 2.5899, loss: 2.5899, grad_norm: 6.4841 2020-10-11 02:03:11,669 - mmaction - INFO - Epoch [4][1600/3520] lr: 7.500e-03, eta: 1 day, 21:00:32, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.6316, loss: 2.6316, grad_norm: 6.2750 2020-10-11 02:03:31,408 - mmaction - INFO - Epoch [4][1620/3520] lr: 7.500e-03, eta: 1 day, 21:00:12, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.3594, top5_acc: 0.6635, loss_cls: 2.6339, loss: 2.6339, grad_norm: 6.3802 2020-10-11 02:03:50,882 - mmaction - INFO - Epoch [4][1640/3520] lr: 7.500e-03, eta: 1 day, 20:59:48, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6396, loss_cls: 2.6782, loss: 2.6782, grad_norm: 6.3517 2020-10-11 02:04:10,031 - mmaction - INFO - Epoch [4][1660/3520] lr: 7.500e-03, eta: 1 day, 20:59:19, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6927, loss_cls: 2.4626, loss: 2.4626, grad_norm: 6.3581 2020-10-11 02:04:29,644 - mmaction - INFO - Epoch [4][1680/3520] lr: 7.500e-03, eta: 1 day, 20:58:57, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6469, loss_cls: 2.6070, loss: 2.6070, grad_norm: 6.1186 2020-10-11 02:04:49,603 - mmaction - INFO - Epoch [4][1700/3520] lr: 7.500e-03, eta: 1 day, 20:58:39, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6458, loss_cls: 2.6609, loss: 2.6609, grad_norm: 6.3091 2020-10-11 02:05:09,205 - mmaction - INFO - Epoch [4][1720/3520] lr: 7.500e-03, eta: 1 day, 20:58:18, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6656, loss_cls: 2.6358, loss: 2.6358, grad_norm: 6.4380 2020-10-11 02:05:28,913 - mmaction - INFO - Epoch [4][1740/3520] lr: 7.500e-03, eta: 1 day, 20:57:57, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6552, loss_cls: 2.6410, loss: 2.6410, grad_norm: 6.1373 2020-10-11 02:05:48,138 - mmaction - INFO - Epoch [4][1760/3520] lr: 7.500e-03, eta: 1 day, 20:57:30, time: 0.964, data_time: 0.008, memory: 10390, top1_acc: 0.3812, top5_acc: 0.6552, loss_cls: 2.6835, loss: 2.6835, grad_norm: 6.1988 2020-10-11 02:06:08,358 - mmaction - INFO - Epoch [4][1780/3520] lr: 7.500e-03, eta: 1 day, 20:57:16, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6531, loss_cls: 2.6272, loss: 2.6272, grad_norm: 6.2930 2020-10-11 02:06:27,538 - mmaction - INFO - Epoch [4][1800/3520] lr: 7.500e-03, eta: 1 day, 20:56:49, time: 0.962, data_time: 0.008, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6500, loss_cls: 2.5820, loss: 2.5820, grad_norm: 6.2129 2020-10-11 02:06:46,701 - mmaction - INFO - Epoch [4][1820/3520] lr: 7.500e-03, eta: 1 day, 20:56:21, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6781, loss_cls: 2.5616, loss: 2.5616, grad_norm: 6.6134 2020-10-11 02:07:06,532 - mmaction - INFO - Epoch [4][1840/3520] lr: 7.500e-03, eta: 1 day, 20:56:02, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.3417, top5_acc: 0.6344, loss_cls: 2.6826, loss: 2.6826, grad_norm: 6.2320 2020-10-11 02:07:25,733 - mmaction - INFO - Epoch [4][1860/3520] lr: 7.500e-03, eta: 1 day, 20:55:35, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6323, loss_cls: 2.7289, loss: 2.7289, grad_norm: 6.2675 2020-10-11 02:07:45,114 - mmaction - INFO - Epoch [4][1880/3520] lr: 7.500e-03, eta: 1 day, 20:55:10, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.4062, top5_acc: 0.6740, loss_cls: 2.5389, loss: 2.5389, grad_norm: 6.3953 2020-10-11 02:08:04,587 - mmaction - INFO - Epoch [4][1900/3520] lr: 7.500e-03, eta: 1 day, 20:54:45, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6531, loss_cls: 2.6878, loss: 2.6878, grad_norm: 6.3023 2020-10-11 02:08:23,943 - mmaction - INFO - Epoch [4][1920/3520] lr: 7.500e-03, eta: 1 day, 20:54:21, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6458, loss_cls: 2.6909, loss: 2.6909, grad_norm: 6.0527 2020-10-11 02:08:43,625 - mmaction - INFO - Epoch [4][1940/3520] lr: 7.500e-03, eta: 1 day, 20:54:00, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6406, loss_cls: 2.6331, loss: 2.6331, grad_norm: 6.3611 2020-10-11 02:09:02,958 - mmaction - INFO - Epoch [4][1960/3520] lr: 7.500e-03, eta: 1 day, 20:53:33, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.3667, top5_acc: 0.6698, loss_cls: 2.6240, loss: 2.6240, grad_norm: 6.2183 2020-10-11 02:09:23,616 - mmaction - INFO - Epoch [4][1980/3520] lr: 7.500e-03, eta: 1 day, 20:53:26, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6656, loss_cls: 2.6475, loss: 2.6475, grad_norm: 6.4967 2020-10-11 02:09:42,746 - mmaction - INFO - Epoch [4][2000/3520] lr: 7.500e-03, eta: 1 day, 20:52:58, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6583, loss_cls: 2.6032, loss: 2.6032, grad_norm: 6.2090 2020-10-11 02:10:02,351 - mmaction - INFO - Epoch [4][2020/3520] lr: 7.500e-03, eta: 1 day, 20:52:36, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6594, loss_cls: 2.6055, loss: 2.6055, grad_norm: 6.3174 2020-10-11 02:10:21,769 - mmaction - INFO - Epoch [4][2040/3520] lr: 7.500e-03, eta: 1 day, 20:52:11, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6812, loss_cls: 2.4995, loss: 2.4995, grad_norm: 6.2736 2020-10-11 02:10:41,567 - mmaction - INFO - Epoch [4][2060/3520] lr: 7.500e-03, eta: 1 day, 20:51:52, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6469, loss_cls: 2.6703, loss: 2.6703, grad_norm: 6.2058 2020-10-11 02:11:00,830 - mmaction - INFO - Epoch [4][2080/3520] lr: 7.500e-03, eta: 1 day, 20:51:25, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6479, loss_cls: 2.6131, loss: 2.6131, grad_norm: 6.0831 2020-10-11 02:11:21,023 - mmaction - INFO - Epoch [4][2100/3520] lr: 7.500e-03, eta: 1 day, 20:51:11, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.7297, loss: 2.7297, grad_norm: 6.2842 2020-10-11 02:11:40,587 - mmaction - INFO - Epoch [4][2120/3520] lr: 7.500e-03, eta: 1 day, 20:50:49, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6385, loss_cls: 2.7317, loss: 2.7317, grad_norm: 6.3221 2020-10-11 02:12:00,491 - mmaction - INFO - Epoch [4][2140/3520] lr: 7.500e-03, eta: 1 day, 20:50:31, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6635, loss_cls: 2.6059, loss: 2.6059, grad_norm: 6.3518 2020-10-11 02:12:20,806 - mmaction - INFO - Epoch [4][2160/3520] lr: 7.500e-03, eta: 1 day, 20:50:18, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6594, loss_cls: 2.6632, loss: 2.6632, grad_norm: 6.2665 2020-10-11 02:12:39,748 - mmaction - INFO - Epoch [4][2180/3520] lr: 7.500e-03, eta: 1 day, 20:49:47, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6646, loss_cls: 2.5710, loss: 2.5710, grad_norm: 6.0290 2020-10-11 02:12:59,059 - mmaction - INFO - Epoch [4][2200/3520] lr: 7.500e-03, eta: 1 day, 20:49:22, time: 0.967, data_time: 0.003, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6625, loss_cls: 2.6647, loss: 2.6647, grad_norm: 6.4017 2020-10-11 02:13:18,802 - mmaction - INFO - Epoch [4][2220/3520] lr: 7.500e-03, eta: 1 day, 20:49:02, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6750, loss_cls: 2.5758, loss: 2.5758, grad_norm: 6.2108 2020-10-11 02:13:38,294 - mmaction - INFO - Epoch [4][2240/3520] lr: 7.500e-03, eta: 1 day, 20:48:39, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6635, loss_cls: 2.5822, loss: 2.5822, grad_norm: 6.3284 2020-10-11 02:13:57,731 - mmaction - INFO - Epoch [4][2260/3520] lr: 7.500e-03, eta: 1 day, 20:48:15, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6333, loss_cls: 2.6921, loss: 2.6921, grad_norm: 6.4193 2020-10-11 02:14:17,733 - mmaction - INFO - Epoch [4][2280/3520] lr: 7.500e-03, eta: 1 day, 20:47:58, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6771, loss_cls: 2.5554, loss: 2.5554, grad_norm: 6.0315 2020-10-11 02:14:36,868 - mmaction - INFO - Epoch [4][2300/3520] lr: 7.500e-03, eta: 1 day, 20:47:30, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6531, loss_cls: 2.6145, loss: 2.6145, grad_norm: 6.4768 2020-10-11 02:14:56,417 - mmaction - INFO - Epoch [4][2320/3520] lr: 7.500e-03, eta: 1 day, 20:47:06, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6677, loss_cls: 2.5365, loss: 2.5365, grad_norm: 6.5464 2020-10-11 02:15:16,167 - mmaction - INFO - Epoch [4][2340/3520] lr: 7.500e-03, eta: 1 day, 20:46:47, time: 0.992, data_time: 0.008, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6531, loss_cls: 2.7121, loss: 2.7121, grad_norm: 6.3761 2020-10-11 02:15:35,391 - mmaction - INFO - Epoch [4][2360/3520] lr: 7.500e-03, eta: 1 day, 20:46:21, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.6896, loss: 2.6896, grad_norm: 6.2986 2020-10-11 02:15:54,642 - mmaction - INFO - Epoch [4][2380/3520] lr: 7.500e-03, eta: 1 day, 20:45:54, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6719, loss_cls: 2.5997, loss: 2.5997, grad_norm: 6.1046 2020-10-11 02:16:14,713 - mmaction - INFO - Epoch [4][2400/3520] lr: 7.500e-03, eta: 1 day, 20:45:38, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6604, loss_cls: 2.6004, loss: 2.6004, grad_norm: 6.3170 2020-10-11 02:16:33,893 - mmaction - INFO - Epoch [4][2420/3520] lr: 7.500e-03, eta: 1 day, 20:45:11, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6760, loss_cls: 2.5480, loss: 2.5480, grad_norm: 5.9884 2020-10-11 02:16:53,726 - mmaction - INFO - Epoch [4][2440/3520] lr: 7.500e-03, eta: 1 day, 20:44:52, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6698, loss_cls: 2.6112, loss: 2.6112, grad_norm: 6.1887 2020-10-11 02:17:13,366 - mmaction - INFO - Epoch [4][2460/3520] lr: 7.500e-03, eta: 1 day, 20:44:31, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.5703, loss: 2.5703, grad_norm: 6.1076 2020-10-11 02:17:33,022 - mmaction - INFO - Epoch [4][2480/3520] lr: 7.500e-03, eta: 1 day, 20:44:10, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6708, loss_cls: 2.6142, loss: 2.6142, grad_norm: 6.2718 2020-10-11 02:17:52,059 - mmaction - INFO - Epoch [4][2500/3520] lr: 7.500e-03, eta: 1 day, 20:43:41, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6479, loss_cls: 2.6449, loss: 2.6449, grad_norm: 6.6089 2020-10-11 02:18:11,645 - mmaction - INFO - Epoch [4][2520/3520] lr: 7.500e-03, eta: 1 day, 20:43:19, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6417, loss_cls: 2.6425, loss: 2.6425, grad_norm: 6.3291 2020-10-11 02:18:31,919 - mmaction - INFO - Epoch [4][2540/3520] lr: 7.500e-03, eta: 1 day, 20:43:06, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6698, loss_cls: 2.5727, loss: 2.5727, grad_norm: 6.3256 2020-10-11 02:18:51,418 - mmaction - INFO - Epoch [4][2560/3520] lr: 7.500e-03, eta: 1 day, 20:42:42, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6594, loss_cls: 2.6314, loss: 2.6314, grad_norm: 6.3570 2020-10-11 02:19:10,895 - mmaction - INFO - Epoch [4][2580/3520] lr: 7.500e-03, eta: 1 day, 20:42:19, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6635, loss_cls: 2.6094, loss: 2.6094, grad_norm: 6.3418 2020-10-11 02:19:31,199 - mmaction - INFO - Epoch [4][2600/3520] lr: 7.500e-03, eta: 1 day, 20:42:06, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.3563, top5_acc: 0.6688, loss_cls: 2.6199, loss: 2.6199, grad_norm: 6.3527 2020-10-11 02:19:51,562 - mmaction - INFO - Epoch [4][2620/3520] lr: 7.500e-03, eta: 1 day, 20:41:54, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.3479, top5_acc: 0.6635, loss_cls: 2.6520, loss: 2.6520, grad_norm: 6.2086 2020-10-11 02:20:11,921 - mmaction - INFO - Epoch [4][2640/3520] lr: 7.500e-03, eta: 1 day, 20:41:41, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6771, loss_cls: 2.5758, loss: 2.5758, grad_norm: 6.1295 2020-10-11 02:20:31,028 - mmaction - INFO - Epoch [4][2660/3520] lr: 7.500e-03, eta: 1 day, 20:41:13, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6354, loss_cls: 2.6349, loss: 2.6349, grad_norm: 6.1749 2020-10-11 02:20:50,713 - mmaction - INFO - Epoch [4][2680/3520] lr: 7.500e-03, eta: 1 day, 20:40:53, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6260, loss_cls: 2.7308, loss: 2.7308, grad_norm: 6.4540 2020-10-11 02:21:10,249 - mmaction - INFO - Epoch [4][2700/3520] lr: 7.500e-03, eta: 1 day, 20:40:30, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6854, loss_cls: 2.5153, loss: 2.5153, grad_norm: 6.3498 2020-10-11 02:21:30,177 - mmaction - INFO - Epoch [4][2720/3520] lr: 7.500e-03, eta: 1 day, 20:40:12, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6542, loss_cls: 2.6413, loss: 2.6413, grad_norm: 6.4073 2020-10-11 02:21:49,948 - mmaction - INFO - Epoch [4][2740/3520] lr: 7.500e-03, eta: 1 day, 20:39:53, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6615, loss_cls: 2.6394, loss: 2.6394, grad_norm: 6.4542 2020-10-11 02:22:10,743 - mmaction - INFO - Epoch [4][2760/3520] lr: 7.500e-03, eta: 1 day, 20:39:45, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6667, loss_cls: 2.6051, loss: 2.6051, grad_norm: 6.2640 2020-10-11 02:22:29,873 - mmaction - INFO - Epoch [4][2780/3520] lr: 7.500e-03, eta: 1 day, 20:39:18, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6667, loss_cls: 2.5674, loss: 2.5674, grad_norm: 6.1065 2020-10-11 02:22:48,911 - mmaction - INFO - Epoch [4][2800/3520] lr: 7.500e-03, eta: 1 day, 20:38:49, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6385, loss_cls: 2.6896, loss: 2.6896, grad_norm: 6.3132 2020-10-11 02:23:08,706 - mmaction - INFO - Epoch [4][2820/3520] lr: 7.500e-03, eta: 1 day, 20:38:30, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6583, loss_cls: 2.5946, loss: 2.5946, grad_norm: 6.6623 2020-10-11 02:23:28,019 - mmaction - INFO - Epoch [4][2840/3520] lr: 7.500e-03, eta: 1 day, 20:38:04, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6625, loss_cls: 2.6500, loss: 2.6500, grad_norm: 6.4996 2020-10-11 02:23:47,486 - mmaction - INFO - Epoch [4][2860/3520] lr: 7.500e-03, eta: 1 day, 20:37:41, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6552, loss_cls: 2.6828, loss: 2.6828, grad_norm: 6.2362 2020-10-11 02:24:06,845 - mmaction - INFO - Epoch [4][2880/3520] lr: 7.500e-03, eta: 1 day, 20:37:16, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7198, loss_cls: 2.4070, loss: 2.4070, grad_norm: 6.2955 2020-10-11 02:24:26,513 - mmaction - INFO - Epoch [4][2900/3520] lr: 7.500e-03, eta: 1 day, 20:36:56, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6812, loss_cls: 2.5390, loss: 2.5390, grad_norm: 6.4067 2020-10-11 02:24:45,811 - mmaction - INFO - Epoch [4][2920/3520] lr: 7.500e-03, eta: 1 day, 20:36:30, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6542, loss_cls: 2.5967, loss: 2.5967, grad_norm: 6.4739 2020-10-11 02:25:05,389 - mmaction - INFO - Epoch [4][2940/3520] lr: 7.500e-03, eta: 1 day, 20:36:08, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6583, loss_cls: 2.5706, loss: 2.5706, grad_norm: 6.4657 2020-10-11 02:25:25,310 - mmaction - INFO - Epoch [4][2960/3520] lr: 7.500e-03, eta: 1 day, 20:35:50, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6552, loss_cls: 2.6596, loss: 2.6596, grad_norm: 6.4943 2020-10-11 02:25:44,959 - mmaction - INFO - Epoch [4][2980/3520] lr: 7.500e-03, eta: 1 day, 20:35:29, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6865, loss_cls: 2.5470, loss: 2.5470, grad_norm: 6.5999 2020-10-11 02:26:04,248 - mmaction - INFO - Epoch [4][3000/3520] lr: 7.500e-03, eta: 1 day, 20:35:04, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6552, loss_cls: 2.7202, loss: 2.7202, grad_norm: 6.3333 2020-10-11 02:26:23,865 - mmaction - INFO - Epoch [4][3020/3520] lr: 7.500e-03, eta: 1 day, 20:34:42, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6615, loss_cls: 2.5709, loss: 2.5709, grad_norm: 6.3305 2020-10-11 02:26:43,427 - mmaction - INFO - Epoch [4][3040/3520] lr: 7.500e-03, eta: 1 day, 20:34:20, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6792, loss_cls: 2.5615, loss: 2.5615, grad_norm: 6.0012 2020-10-11 02:27:03,342 - mmaction - INFO - Epoch [4][3060/3520] lr: 7.500e-03, eta: 1 day, 20:34:02, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6531, loss_cls: 2.6299, loss: 2.6299, grad_norm: 6.6102 2020-10-11 02:27:23,024 - mmaction - INFO - Epoch [4][3080/3520] lr: 7.500e-03, eta: 1 day, 20:33:42, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6823, loss_cls: 2.4690, loss: 2.4690, grad_norm: 6.1658 2020-10-11 02:27:42,549 - mmaction - INFO - Epoch [4][3100/3520] lr: 7.500e-03, eta: 1 day, 20:33:19, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6677, loss_cls: 2.5677, loss: 2.5677, grad_norm: 6.4138 2020-10-11 02:28:02,549 - mmaction - INFO - Epoch [4][3120/3520] lr: 7.500e-03, eta: 1 day, 20:33:01, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6729, loss_cls: 2.5743, loss: 2.5743, grad_norm: 6.7598 2020-10-11 02:28:21,982 - mmaction - INFO - Epoch [4][3140/3520] lr: 7.500e-03, eta: 1 day, 20:32:38, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6688, loss_cls: 2.5707, loss: 2.5707, grad_norm: 6.1901 2020-10-11 02:28:41,921 - mmaction - INFO - Epoch [4][3160/3520] lr: 7.500e-03, eta: 1 day, 20:32:21, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6521, loss_cls: 2.6101, loss: 2.6101, grad_norm: 6.0230 2020-10-11 02:29:02,178 - mmaction - INFO - Epoch [4][3180/3520] lr: 7.500e-03, eta: 1 day, 20:32:07, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6708, loss_cls: 2.5497, loss: 2.5497, grad_norm: 6.3049 2020-10-11 02:29:21,844 - mmaction - INFO - Epoch [4][3200/3520] lr: 7.500e-03, eta: 1 day, 20:31:46, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6635, loss_cls: 2.6403, loss: 2.6403, grad_norm: 6.2437 2020-10-11 02:29:41,582 - mmaction - INFO - Epoch [4][3220/3520] lr: 7.500e-03, eta: 1 day, 20:31:26, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6792, loss_cls: 2.5019, loss: 2.5019, grad_norm: 6.2597 2020-10-11 02:30:01,560 - mmaction - INFO - Epoch [4][3240/3520] lr: 7.500e-03, eta: 1 day, 20:31:08, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6677, loss_cls: 2.5785, loss: 2.5785, grad_norm: 6.2551 2020-10-11 02:30:21,667 - mmaction - INFO - Epoch [4][3260/3520] lr: 7.500e-03, eta: 1 day, 20:30:53, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6698, loss_cls: 2.5787, loss: 2.5787, grad_norm: 6.3578 2020-10-11 02:30:41,325 - mmaction - INFO - Epoch [4][3280/3520] lr: 7.500e-03, eta: 1 day, 20:30:32, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6542, loss_cls: 2.6337, loss: 2.6337, grad_norm: 6.3981 2020-10-11 02:31:01,368 - mmaction - INFO - Epoch [4][3300/3520] lr: 7.500e-03, eta: 1 day, 20:30:15, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.6005, loss: 2.6005, grad_norm: 6.0675 2020-10-11 02:31:21,243 - mmaction - INFO - Epoch [4][3320/3520] lr: 7.500e-03, eta: 1 day, 20:29:57, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6885, loss_cls: 2.4537, loss: 2.4537, grad_norm: 6.0675 2020-10-11 02:31:41,431 - mmaction - INFO - Epoch [4][3340/3520] lr: 7.500e-03, eta: 1 day, 20:29:42, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6583, loss_cls: 2.5942, loss: 2.5942, grad_norm: 6.5362 2020-10-11 02:32:01,575 - mmaction - INFO - Epoch [4][3360/3520] lr: 7.500e-03, eta: 1 day, 20:29:27, time: 1.007, data_time: 0.008, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6854, loss_cls: 2.5234, loss: 2.5234, grad_norm: 6.3686 2020-10-11 02:32:21,084 - mmaction - INFO - Epoch [4][3380/3520] lr: 7.500e-03, eta: 1 day, 20:29:04, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6958, loss_cls: 2.4394, loss: 2.4394, grad_norm: 6.5982 2020-10-11 02:32:41,101 - mmaction - INFO - Epoch [4][3400/3520] lr: 7.500e-03, eta: 1 day, 20:28:47, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6552, loss_cls: 2.5790, loss: 2.5790, grad_norm: 6.7619 2020-10-11 02:33:00,970 - mmaction - INFO - Epoch [4][3420/3520] lr: 7.500e-03, eta: 1 day, 20:28:28, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.3521, top5_acc: 0.6542, loss_cls: 2.6841, loss: 2.6841, grad_norm: 6.2112 2020-10-11 02:33:21,099 - mmaction - INFO - Epoch [4][3440/3520] lr: 7.500e-03, eta: 1 day, 20:28:13, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6667, loss_cls: 2.5650, loss: 2.5650, grad_norm: 6.1586 2020-10-11 02:33:40,925 - mmaction - INFO - Epoch [4][3460/3520] lr: 7.500e-03, eta: 1 day, 20:27:54, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6813, loss_cls: 2.5004, loss: 2.5004, grad_norm: 6.4388 2020-10-11 02:34:00,779 - mmaction - INFO - Epoch [4][3480/3520] lr: 7.500e-03, eta: 1 day, 20:27:35, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.3667, top5_acc: 0.6375, loss_cls: 2.6933, loss: 2.6933, grad_norm: 6.6076 2020-10-11 02:34:20,757 - mmaction - INFO - Epoch [4][3500/3520] lr: 7.500e-03, eta: 1 day, 20:27:18, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6698, loss_cls: 2.6434, loss: 2.6434, grad_norm: 6.4076 2020-10-11 02:34:40,347 - mmaction - INFO - Epoch [4][3520/3520] lr: 7.500e-03, eta: 1 day, 20:26:56, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.3696, top5_acc: 0.6685, loss_cls: 2.5879, loss: 2.5879, grad_norm: 6.2631 2020-10-11 02:34:40,770 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-10-11 02:35:15,349 - mmaction - INFO - Epoch [5][20/3520] lr: 7.500e-03, eta: 1 day, 20:29:20, time: 1.698, data_time: 0.668, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6729, loss_cls: 2.5065, loss: 2.5065, grad_norm: 6.3002 2020-10-11 02:35:33,922 - mmaction - INFO - Epoch [5][40/3520] lr: 7.500e-03, eta: 1 day, 20:28:46, time: 0.929, data_time: 0.003, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6583, loss_cls: 2.5649, loss: 2.5649, grad_norm: 6.3687 2020-10-11 02:35:53,437 - mmaction - INFO - Epoch [5][60/3520] lr: 7.500e-03, eta: 1 day, 20:28:23, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6552, loss_cls: 2.5702, loss: 2.5702, grad_norm: 6.3776 2020-10-11 02:36:13,789 - mmaction - INFO - Epoch [5][80/3520] lr: 7.500e-03, eta: 1 day, 20:28:10, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6729, loss_cls: 2.5454, loss: 2.5454, grad_norm: 6.8864 2020-10-11 02:36:33,524 - mmaction - INFO - Epoch [5][100/3520] lr: 7.500e-03, eta: 1 day, 20:27:49, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6385, loss_cls: 2.6480, loss: 2.6480, grad_norm: 6.0114 2020-10-11 02:36:53,974 - mmaction - INFO - Epoch [5][120/3520] lr: 7.500e-03, eta: 1 day, 20:27:37, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.4104, top5_acc: 0.6927, loss_cls: 2.4200, loss: 2.4200, grad_norm: 6.6318 2020-10-11 02:37:13,971 - mmaction - INFO - Epoch [5][140/3520] lr: 7.500e-03, eta: 1 day, 20:27:20, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6781, loss_cls: 2.5419, loss: 2.5419, grad_norm: 6.5254 2020-10-11 02:37:34,065 - mmaction - INFO - Epoch [5][160/3520] lr: 7.500e-03, eta: 1 day, 20:27:04, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6865, loss_cls: 2.5068, loss: 2.5068, grad_norm: 6.3977 2020-10-11 02:37:54,166 - mmaction - INFO - Epoch [5][180/3520] lr: 7.500e-03, eta: 1 day, 20:26:47, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6656, loss_cls: 2.5916, loss: 2.5916, grad_norm: 6.5146 2020-10-11 02:38:14,143 - mmaction - INFO - Epoch [5][200/3520] lr: 7.500e-03, eta: 1 day, 20:26:30, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6917, loss_cls: 2.4906, loss: 2.4906, grad_norm: 6.3794 2020-10-11 02:38:34,249 - mmaction - INFO - Epoch [5][220/3520] lr: 7.500e-03, eta: 1 day, 20:26:14, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6958, loss_cls: 2.4580, loss: 2.4580, grad_norm: 6.6624 2020-10-11 02:38:54,449 - mmaction - INFO - Epoch [5][240/3520] lr: 7.500e-03, eta: 1 day, 20:25:58, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6635, loss_cls: 2.5908, loss: 2.5908, grad_norm: 6.3653 2020-10-11 02:39:14,501 - mmaction - INFO - Epoch [5][260/3520] lr: 7.500e-03, eta: 1 day, 20:25:41, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.4946, loss: 2.4946, grad_norm: 6.5994 2020-10-11 02:39:34,756 - mmaction - INFO - Epoch [5][280/3520] lr: 7.500e-03, eta: 1 day, 20:25:27, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6781, loss_cls: 2.5288, loss: 2.5288, grad_norm: 6.6379 2020-10-11 02:39:54,663 - mmaction - INFO - Epoch [5][300/3520] lr: 7.500e-03, eta: 1 day, 20:25:09, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6823, loss_cls: 2.5635, loss: 2.5635, grad_norm: 6.3974 2020-10-11 02:40:14,640 - mmaction - INFO - Epoch [5][320/3520] lr: 7.500e-03, eta: 1 day, 20:24:51, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6646, loss_cls: 2.4961, loss: 2.4961, grad_norm: 6.3221 2020-10-11 02:40:35,318 - mmaction - INFO - Epoch [5][340/3520] lr: 7.500e-03, eta: 1 day, 20:24:41, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6792, loss_cls: 2.4990, loss: 2.4990, grad_norm: 6.3793 2020-10-11 02:40:55,538 - mmaction - INFO - Epoch [5][360/3520] lr: 7.500e-03, eta: 1 day, 20:24:26, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6510, loss_cls: 2.5871, loss: 2.5871, grad_norm: 6.2657 2020-10-11 02:41:15,344 - mmaction - INFO - Epoch [5][380/3520] lr: 7.500e-03, eta: 1 day, 20:24:07, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6708, loss_cls: 2.5489, loss: 2.5489, grad_norm: 6.2733 2020-10-11 02:41:35,640 - mmaction - INFO - Epoch [5][400/3520] lr: 7.500e-03, eta: 1 day, 20:23:53, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6792, loss_cls: 2.5077, loss: 2.5077, grad_norm: 6.3939 2020-10-11 02:41:55,726 - mmaction - INFO - Epoch [5][420/3520] lr: 7.500e-03, eta: 1 day, 20:23:36, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6865, loss_cls: 2.3711, loss: 2.3711, grad_norm: 6.4020 2020-10-11 02:42:15,732 - mmaction - INFO - Epoch [5][440/3520] lr: 7.500e-03, eta: 1 day, 20:23:18, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6635, loss_cls: 2.6076, loss: 2.6076, grad_norm: 6.4942 2020-10-11 02:42:35,754 - mmaction - INFO - Epoch [5][460/3520] lr: 7.500e-03, eta: 1 day, 20:23:01, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.3938, top5_acc: 0.6740, loss_cls: 2.5378, loss: 2.5378, grad_norm: 6.4190 2020-10-11 02:42:56,540 - mmaction - INFO - Epoch [5][480/3520] lr: 7.500e-03, eta: 1 day, 20:22:53, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6844, loss_cls: 2.4939, loss: 2.4939, grad_norm: 6.2757 2020-10-11 02:43:17,144 - mmaction - INFO - Epoch [5][500/3520] lr: 7.500e-03, eta: 1 day, 20:22:42, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6688, loss_cls: 2.5110, loss: 2.5110, grad_norm: 6.3498 2020-10-11 02:43:36,532 - mmaction - INFO - Epoch [5][520/3520] lr: 7.500e-03, eta: 1 day, 20:22:17, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6781, loss_cls: 2.5432, loss: 2.5432, grad_norm: 6.2413 2020-10-11 02:43:56,584 - mmaction - INFO - Epoch [5][540/3520] lr: 7.500e-03, eta: 1 day, 20:22:01, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6969, loss_cls: 2.4673, loss: 2.4673, grad_norm: 6.5372 2020-10-11 02:44:17,087 - mmaction - INFO - Epoch [5][560/3520] lr: 7.500e-03, eta: 1 day, 20:21:48, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6635, loss_cls: 2.5801, loss: 2.5801, grad_norm: 6.0400 2020-10-11 02:44:37,017 - mmaction - INFO - Epoch [5][580/3520] lr: 7.500e-03, eta: 1 day, 20:21:30, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6583, loss_cls: 2.5564, loss: 2.5564, grad_norm: 6.5790 2020-10-11 02:44:58,720 - mmaction - INFO - Epoch [5][600/3520] lr: 7.500e-03, eta: 1 day, 20:21:31, time: 1.082, data_time: 0.004, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.4856, loss: 2.4856, grad_norm: 6.4881 2020-10-11 02:45:18,073 - mmaction - INFO - Epoch [5][620/3520] lr: 7.500e-03, eta: 1 day, 20:21:07, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.4104, top5_acc: 0.6771, loss_cls: 2.5263, loss: 2.5263, grad_norm: 6.2333 2020-10-11 02:45:38,270 - mmaction - INFO - Epoch [5][640/3520] lr: 7.500e-03, eta: 1 day, 20:20:51, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.4000, top5_acc: 0.6740, loss_cls: 2.5038, loss: 2.5038, grad_norm: 6.8550 2020-10-11 02:45:58,118 - mmaction - INFO - Epoch [5][660/3520] lr: 7.500e-03, eta: 1 day, 20:20:32, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6813, loss_cls: 2.4974, loss: 2.4974, grad_norm: 6.4225 2020-10-11 02:46:18,037 - mmaction - INFO - Epoch [5][680/3520] lr: 7.500e-03, eta: 1 day, 20:20:13, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6813, loss_cls: 2.4936, loss: 2.4936, grad_norm: 6.5177 2020-10-11 02:46:38,124 - mmaction - INFO - Epoch [5][700/3520] lr: 7.500e-03, eta: 1 day, 20:19:57, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.3958, top5_acc: 0.7010, loss_cls: 2.4827, loss: 2.4827, grad_norm: 6.3965 2020-10-11 02:46:58,345 - mmaction - INFO - Epoch [5][720/3520] lr: 7.500e-03, eta: 1 day, 20:19:41, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6896, loss_cls: 2.4157, loss: 2.4157, grad_norm: 6.4196 2020-10-11 02:47:18,032 - mmaction - INFO - Epoch [5][740/3520] lr: 7.500e-03, eta: 1 day, 20:19:20, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6698, loss_cls: 2.5302, loss: 2.5302, grad_norm: 6.4170 2020-10-11 02:47:37,775 - mmaction - INFO - Epoch [5][760/3520] lr: 7.500e-03, eta: 1 day, 20:19:00, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6833, loss_cls: 2.5440, loss: 2.5440, grad_norm: 6.3163 2020-10-11 02:47:57,999 - mmaction - INFO - Epoch [5][780/3520] lr: 7.500e-03, eta: 1 day, 20:18:44, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6969, loss_cls: 2.4337, loss: 2.4337, grad_norm: 6.4748 2020-10-11 02:48:18,118 - mmaction - INFO - Epoch [5][800/3520] lr: 7.500e-03, eta: 1 day, 20:18:29, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6740, loss_cls: 2.5266, loss: 2.5266, grad_norm: 6.4025 2020-10-11 02:48:38,594 - mmaction - INFO - Epoch [5][820/3520] lr: 7.500e-03, eta: 1 day, 20:18:16, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6760, loss_cls: 2.5132, loss: 2.5132, grad_norm: 6.4910 2020-10-11 02:48:58,280 - mmaction - INFO - Epoch [5][840/3520] lr: 7.500e-03, eta: 1 day, 20:17:54, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6677, loss_cls: 2.5365, loss: 2.5365, grad_norm: 6.5431 2020-10-11 02:49:18,078 - mmaction - INFO - Epoch [5][860/3520] lr: 7.500e-03, eta: 1 day, 20:17:35, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6885, loss_cls: 2.5098, loss: 2.5098, grad_norm: 6.5046 2020-10-11 02:49:37,938 - mmaction - INFO - Epoch [5][880/3520] lr: 7.500e-03, eta: 1 day, 20:17:16, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6771, loss_cls: 2.5255, loss: 2.5255, grad_norm: 6.7195 2020-10-11 02:49:58,041 - mmaction - INFO - Epoch [5][900/3520] lr: 7.500e-03, eta: 1 day, 20:16:59, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6865, loss_cls: 2.4873, loss: 2.4873, grad_norm: 6.5999 2020-10-11 02:50:18,262 - mmaction - INFO - Epoch [5][920/3520] lr: 7.500e-03, eta: 1 day, 20:16:44, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6583, loss_cls: 2.5523, loss: 2.5523, grad_norm: 6.2178 2020-10-11 02:50:38,699 - mmaction - INFO - Epoch [5][940/3520] lr: 7.500e-03, eta: 1 day, 20:16:31, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6771, loss_cls: 2.5392, loss: 2.5392, grad_norm: 6.0759 2020-10-11 02:50:58,940 - mmaction - INFO - Epoch [5][960/3520] lr: 7.500e-03, eta: 1 day, 20:16:16, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7083, loss_cls: 2.4253, loss: 2.4253, grad_norm: 6.5946 2020-10-11 02:51:18,392 - mmaction - INFO - Epoch [5][980/3520] lr: 7.500e-03, eta: 1 day, 20:15:53, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6635, loss_cls: 2.5750, loss: 2.5750, grad_norm: 6.4026 2020-10-11 02:51:38,543 - mmaction - INFO - Epoch [5][1000/3520] lr: 7.500e-03, eta: 1 day, 20:15:37, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6833, loss_cls: 2.5612, loss: 2.5612, grad_norm: 6.4733 2020-10-11 02:51:58,091 - mmaction - INFO - Epoch [5][1020/3520] lr: 7.500e-03, eta: 1 day, 20:15:14, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4271, top5_acc: 0.6948, loss_cls: 2.4204, loss: 2.4204, grad_norm: 6.4621 2020-10-11 02:52:18,438 - mmaction - INFO - Epoch [5][1040/3520] lr: 7.500e-03, eta: 1 day, 20:15:00, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6813, loss_cls: 2.5603, loss: 2.5603, grad_norm: 6.1967 2020-10-11 02:52:38,490 - mmaction - INFO - Epoch [5][1060/3520] lr: 7.500e-03, eta: 1 day, 20:14:42, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6865, loss_cls: 2.4891, loss: 2.4891, grad_norm: 6.5351 2020-10-11 02:52:58,285 - mmaction - INFO - Epoch [5][1080/3520] lr: 7.500e-03, eta: 1 day, 20:14:23, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6635, loss_cls: 2.5758, loss: 2.5758, grad_norm: 6.6156 2020-10-11 02:53:18,093 - mmaction - INFO - Epoch [5][1100/3520] lr: 7.500e-03, eta: 1 day, 20:14:03, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6885, loss_cls: 2.5224, loss: 2.5224, grad_norm: 6.3597 2020-10-11 02:53:38,119 - mmaction - INFO - Epoch [5][1120/3520] lr: 7.500e-03, eta: 1 day, 20:13:46, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6760, loss_cls: 2.5150, loss: 2.5150, grad_norm: 6.5001 2020-10-11 02:53:57,987 - mmaction - INFO - Epoch [5][1140/3520] lr: 7.500e-03, eta: 1 day, 20:13:26, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6969, loss_cls: 2.4404, loss: 2.4404, grad_norm: 6.3567 2020-10-11 02:54:17,957 - mmaction - INFO - Epoch [5][1160/3520] lr: 7.500e-03, eta: 1 day, 20:13:09, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6885, loss_cls: 2.4910, loss: 2.4910, grad_norm: 6.4178 2020-10-11 02:54:38,567 - mmaction - INFO - Epoch [5][1180/3520] lr: 7.500e-03, eta: 1 day, 20:12:57, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6604, loss_cls: 2.6286, loss: 2.6286, grad_norm: 6.3746 2020-10-11 02:54:58,000 - mmaction - INFO - Epoch [5][1200/3520] lr: 7.500e-03, eta: 1 day, 20:12:33, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7063, loss_cls: 2.4421, loss: 2.4421, grad_norm: 6.3558 2020-10-11 02:55:18,383 - mmaction - INFO - Epoch [5][1220/3520] lr: 7.500e-03, eta: 1 day, 20:12:20, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6813, loss_cls: 2.4436, loss: 2.4436, grad_norm: 6.1734 2020-10-11 02:55:38,234 - mmaction - INFO - Epoch [5][1240/3520] lr: 7.500e-03, eta: 1 day, 20:12:00, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6594, loss_cls: 2.6251, loss: 2.6251, grad_norm: 6.5801 2020-10-11 02:55:58,270 - mmaction - INFO - Epoch [5][1260/3520] lr: 7.500e-03, eta: 1 day, 20:11:43, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6719, loss_cls: 2.5761, loss: 2.5761, grad_norm: 6.3600 2020-10-11 02:56:17,990 - mmaction - INFO - Epoch [5][1280/3520] lr: 7.500e-03, eta: 1 day, 20:11:22, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.3938, top5_acc: 0.6958, loss_cls: 2.4161, loss: 2.4161, grad_norm: 6.4412 2020-10-11 02:56:37,624 - mmaction - INFO - Epoch [5][1300/3520] lr: 7.500e-03, eta: 1 day, 20:11:01, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6604, loss_cls: 2.5738, loss: 2.5738, grad_norm: 6.1394 2020-10-11 02:56:57,704 - mmaction - INFO - Epoch [5][1320/3520] lr: 7.500e-03, eta: 1 day, 20:10:44, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6740, loss_cls: 2.5362, loss: 2.5362, grad_norm: 6.1642 2020-10-11 02:57:17,475 - mmaction - INFO - Epoch [5][1340/3520] lr: 7.500e-03, eta: 1 day, 20:10:24, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6844, loss_cls: 2.4388, loss: 2.4388, grad_norm: 6.4182 2020-10-11 02:57:37,374 - mmaction - INFO - Epoch [5][1360/3520] lr: 7.500e-03, eta: 1 day, 20:10:05, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6677, loss_cls: 2.5750, loss: 2.5750, grad_norm: 6.3942 2020-10-11 02:57:57,214 - mmaction - INFO - Epoch [5][1380/3520] lr: 7.500e-03, eta: 1 day, 20:09:45, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6875, loss_cls: 2.3928, loss: 2.3928, grad_norm: 6.2350 2020-10-11 02:58:16,923 - mmaction - INFO - Epoch [5][1400/3520] lr: 7.500e-03, eta: 1 day, 20:09:24, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6604, loss_cls: 2.5336, loss: 2.5336, grad_norm: 6.3029 2020-10-11 02:58:36,812 - mmaction - INFO - Epoch [5][1420/3520] lr: 7.500e-03, eta: 1 day, 20:09:06, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4010, top5_acc: 0.7010, loss_cls: 2.4438, loss: 2.4438, grad_norm: 6.2739 2020-10-11 02:58:56,532 - mmaction - INFO - Epoch [5][1440/3520] lr: 7.500e-03, eta: 1 day, 20:08:44, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.3740, top5_acc: 0.6667, loss_cls: 2.5405, loss: 2.5405, grad_norm: 6.3058 2020-10-11 02:59:16,251 - mmaction - INFO - Epoch [5][1460/3520] lr: 7.500e-03, eta: 1 day, 20:08:24, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6969, loss_cls: 2.4955, loss: 2.4955, grad_norm: 6.3172 2020-10-11 02:59:36,770 - mmaction - INFO - Epoch [5][1480/3520] lr: 7.500e-03, eta: 1 day, 20:08:11, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6885, loss_cls: 2.5437, loss: 2.5437, grad_norm: 6.3231 2020-10-11 02:59:56,649 - mmaction - INFO - Epoch [5][1500/3520] lr: 7.500e-03, eta: 1 day, 20:07:52, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6750, loss_cls: 2.5138, loss: 2.5138, grad_norm: 6.4812 2020-10-11 03:00:16,699 - mmaction - INFO - Epoch [5][1520/3520] lr: 7.500e-03, eta: 1 day, 20:07:34, time: 1.001, data_time: 0.008, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.4635, loss: 2.4635, grad_norm: 6.3869 2020-10-11 03:00:36,407 - mmaction - INFO - Epoch [5][1540/3520] lr: 7.500e-03, eta: 1 day, 20:07:14, time: 0.990, data_time: 0.016, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7021, loss_cls: 2.4269, loss: 2.4269, grad_norm: 6.0479 2020-10-11 03:00:56,859 - mmaction - INFO - Epoch [5][1560/3520] lr: 7.500e-03, eta: 1 day, 20:07:01, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6875, loss_cls: 2.4828, loss: 2.4828, grad_norm: 6.9013 2020-10-11 03:01:16,560 - mmaction - INFO - Epoch [5][1580/3520] lr: 7.500e-03, eta: 1 day, 20:06:40, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6896, loss_cls: 2.5309, loss: 2.5309, grad_norm: 6.2767 2020-10-11 03:01:36,207 - mmaction - INFO - Epoch [5][1600/3520] lr: 7.500e-03, eta: 1 day, 20:06:19, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4302, top5_acc: 0.6708, loss_cls: 2.4609, loss: 2.4609, grad_norm: 6.4038 2020-10-11 03:01:56,031 - mmaction - INFO - Epoch [5][1620/3520] lr: 7.500e-03, eta: 1 day, 20:05:59, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6635, loss_cls: 2.6366, loss: 2.6366, grad_norm: 6.5894 2020-10-11 03:02:15,689 - mmaction - INFO - Epoch [5][1640/3520] lr: 7.500e-03, eta: 1 day, 20:05:38, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6635, loss_cls: 2.5975, loss: 2.5975, grad_norm: 6.3730 2020-10-11 03:02:35,595 - mmaction - INFO - Epoch [5][1660/3520] lr: 7.500e-03, eta: 1 day, 20:05:19, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6687, loss_cls: 2.5438, loss: 2.5438, grad_norm: 6.4430 2020-10-11 03:02:55,644 - mmaction - INFO - Epoch [5][1680/3520] lr: 7.500e-03, eta: 1 day, 20:05:01, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6958, loss_cls: 2.4543, loss: 2.4543, grad_norm: 6.3057 2020-10-11 03:03:15,351 - mmaction - INFO - Epoch [5][1700/3520] lr: 7.500e-03, eta: 1 day, 20:04:41, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6646, loss_cls: 2.5443, loss: 2.5443, grad_norm: 6.3911 2020-10-11 03:03:35,368 - mmaction - INFO - Epoch [5][1720/3520] lr: 7.500e-03, eta: 1 day, 20:04:23, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6938, loss_cls: 2.4921, loss: 2.4921, grad_norm: 6.2285 2020-10-11 03:03:55,121 - mmaction - INFO - Epoch [5][1740/3520] lr: 7.500e-03, eta: 1 day, 20:04:02, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6938, loss_cls: 2.3812, loss: 2.3812, grad_norm: 6.4125 2020-10-11 03:04:14,881 - mmaction - INFO - Epoch [5][1760/3520] lr: 7.500e-03, eta: 1 day, 20:03:42, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6583, loss_cls: 2.5373, loss: 2.5373, grad_norm: 6.5863 2020-10-11 03:04:35,313 - mmaction - INFO - Epoch [5][1780/3520] lr: 7.500e-03, eta: 1 day, 20:03:29, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7052, loss_cls: 2.3657, loss: 2.3657, grad_norm: 6.4661 2020-10-11 03:04:54,805 - mmaction - INFO - Epoch [5][1800/3520] lr: 7.500e-03, eta: 1 day, 20:03:06, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6729, loss_cls: 2.5026, loss: 2.5026, grad_norm: 6.4924 2020-10-11 03:05:14,461 - mmaction - INFO - Epoch [5][1820/3520] lr: 7.500e-03, eta: 1 day, 20:02:45, time: 0.984, data_time: 0.008, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7000, loss_cls: 2.4601, loss: 2.4601, grad_norm: 6.3870 2020-10-11 03:05:34,852 - mmaction - INFO - Epoch [5][1840/3520] lr: 7.500e-03, eta: 1 day, 20:02:30, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7146, loss_cls: 2.3443, loss: 2.3443, grad_norm: 6.2394 2020-10-11 03:05:54,032 - mmaction - INFO - Epoch [5][1860/3520] lr: 7.500e-03, eta: 1 day, 20:02:05, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6646, loss_cls: 2.4747, loss: 2.4747, grad_norm: 6.6513 2020-10-11 03:06:14,162 - mmaction - INFO - Epoch [5][1880/3520] lr: 7.500e-03, eta: 1 day, 20:01:48, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6615, loss_cls: 2.5139, loss: 2.5139, grad_norm: 6.3507 2020-10-11 03:06:33,781 - mmaction - INFO - Epoch [5][1900/3520] lr: 7.500e-03, eta: 1 day, 20:01:26, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6823, loss_cls: 2.4594, loss: 2.4594, grad_norm: 6.3971 2020-10-11 03:06:54,131 - mmaction - INFO - Epoch [5][1920/3520] lr: 7.500e-03, eta: 1 day, 20:01:12, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.4000, top5_acc: 0.7010, loss_cls: 2.3950, loss: 2.3950, grad_norm: 6.4982 2020-10-11 03:07:14,069 - mmaction - INFO - Epoch [5][1940/3520] lr: 7.500e-03, eta: 1 day, 20:00:53, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6812, loss_cls: 2.5193, loss: 2.5193, grad_norm: 6.2207 2020-10-11 03:07:34,199 - mmaction - INFO - Epoch [5][1960/3520] lr: 7.500e-03, eta: 1 day, 20:00:36, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6979, loss_cls: 2.4339, loss: 2.4339, grad_norm: 6.2312 2020-10-11 03:07:54,051 - mmaction - INFO - Epoch [5][1980/3520] lr: 7.500e-03, eta: 1 day, 20:00:17, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6875, loss_cls: 2.4619, loss: 2.4619, grad_norm: 6.5843 2020-10-11 03:08:13,519 - mmaction - INFO - Epoch [5][2000/3520] lr: 7.500e-03, eta: 1 day, 19:59:54, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.4000, top5_acc: 0.6760, loss_cls: 2.4464, loss: 2.4464, grad_norm: 6.5816 2020-10-11 03:08:33,460 - mmaction - INFO - Epoch [5][2020/3520] lr: 7.500e-03, eta: 1 day, 19:59:35, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6990, loss_cls: 2.4594, loss: 2.4594, grad_norm: 6.4226 2020-10-11 03:08:52,808 - mmaction - INFO - Epoch [5][2040/3520] lr: 7.500e-03, eta: 1 day, 19:59:11, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6906, loss_cls: 2.4704, loss: 2.4704, grad_norm: 6.1564 2020-10-11 03:09:12,993 - mmaction - INFO - Epoch [5][2060/3520] lr: 7.500e-03, eta: 1 day, 19:58:55, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6781, loss_cls: 2.4869, loss: 2.4869, grad_norm: 6.7020 2020-10-11 03:09:32,448 - mmaction - INFO - Epoch [5][2080/3520] lr: 7.500e-03, eta: 1 day, 19:58:32, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6687, loss_cls: 2.5490, loss: 2.5490, grad_norm: 6.4814 2020-10-11 03:09:52,060 - mmaction - INFO - Epoch [5][2100/3520] lr: 7.500e-03, eta: 1 day, 19:58:09, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6656, loss_cls: 2.5439, loss: 2.5439, grad_norm: 6.6425 2020-10-11 03:10:11,602 - mmaction - INFO - Epoch [5][2120/3520] lr: 7.500e-03, eta: 1 day, 19:57:48, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6490, loss_cls: 2.6237, loss: 2.6237, grad_norm: 6.2343 2020-10-11 03:10:31,214 - mmaction - INFO - Epoch [5][2140/3520] lr: 7.500e-03, eta: 1 day, 19:57:26, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6844, loss_cls: 2.5005, loss: 2.5005, grad_norm: 6.4365 2020-10-11 03:10:50,951 - mmaction - INFO - Epoch [5][2160/3520] lr: 7.500e-03, eta: 1 day, 19:57:05, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6583, loss_cls: 2.5270, loss: 2.5270, grad_norm: 6.5850 2020-10-11 03:11:10,595 - mmaction - INFO - Epoch [5][2180/3520] lr: 7.500e-03, eta: 1 day, 19:56:44, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6563, loss_cls: 2.6025, loss: 2.6025, grad_norm: 6.3873 2020-10-11 03:11:30,970 - mmaction - INFO - Epoch [5][2200/3520] lr: 7.500e-03, eta: 1 day, 19:56:30, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6656, loss_cls: 2.5653, loss: 2.5653, grad_norm: 6.3795 2020-10-11 03:11:50,394 - mmaction - INFO - Epoch [5][2220/3520] lr: 7.500e-03, eta: 1 day, 19:56:06, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6771, loss_cls: 2.5389, loss: 2.5389, grad_norm: 6.1840 2020-10-11 03:12:10,113 - mmaction - INFO - Epoch [5][2240/3520] lr: 7.500e-03, eta: 1 day, 19:55:46, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6917, loss_cls: 2.5046, loss: 2.5046, grad_norm: 6.5262 2020-10-11 03:12:29,922 - mmaction - INFO - Epoch [5][2260/3520] lr: 7.500e-03, eta: 1 day, 19:55:25, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6698, loss_cls: 2.5510, loss: 2.5510, grad_norm: 6.5035 2020-10-11 03:12:49,451 - mmaction - INFO - Epoch [5][2280/3520] lr: 7.500e-03, eta: 1 day, 19:55:03, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6719, loss_cls: 2.4751, loss: 2.4751, grad_norm: 6.2894 2020-10-11 03:13:09,503 - mmaction - INFO - Epoch [5][2300/3520] lr: 7.500e-03, eta: 1 day, 19:54:46, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6740, loss_cls: 2.5065, loss: 2.5065, grad_norm: 6.1415 2020-10-11 03:13:29,477 - mmaction - INFO - Epoch [5][2320/3520] lr: 7.500e-03, eta: 1 day, 19:54:28, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7000, loss_cls: 2.4566, loss: 2.4566, grad_norm: 6.2943 2020-10-11 03:13:49,244 - mmaction - INFO - Epoch [5][2340/3520] lr: 7.500e-03, eta: 1 day, 19:54:07, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6896, loss_cls: 2.4564, loss: 2.4564, grad_norm: 5.9217 2020-10-11 03:14:09,387 - mmaction - INFO - Epoch [5][2360/3520] lr: 7.500e-03, eta: 1 day, 19:53:50, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6750, loss_cls: 2.5032, loss: 2.5032, grad_norm: 6.2621 2020-10-11 03:14:30,518 - mmaction - INFO - Epoch [5][2380/3520] lr: 7.500e-03, eta: 1 day, 19:53:44, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7156, loss_cls: 2.3768, loss: 2.3768, grad_norm: 6.4830 2020-10-11 03:14:51,214 - mmaction - INFO - Epoch [5][2400/3520] lr: 7.500e-03, eta: 1 day, 19:53:33, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6802, loss_cls: 2.4638, loss: 2.4638, grad_norm: 6.5323 2020-10-11 03:15:12,399 - mmaction - INFO - Epoch [5][2420/3520] lr: 7.500e-03, eta: 1 day, 19:53:26, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7083, loss_cls: 2.4283, loss: 2.4283, grad_norm: 6.2549 2020-10-11 03:15:32,332 - mmaction - INFO - Epoch [5][2440/3520] lr: 7.500e-03, eta: 1 day, 19:53:07, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4292, top5_acc: 0.6958, loss_cls: 2.3743, loss: 2.3743, grad_norm: 6.3947 2020-10-11 03:15:52,293 - mmaction - INFO - Epoch [5][2460/3520] lr: 7.500e-03, eta: 1 day, 19:52:49, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6583, loss_cls: 2.5846, loss: 2.5846, grad_norm: 6.2970 2020-10-11 03:16:12,137 - mmaction - INFO - Epoch [5][2480/3520] lr: 7.500e-03, eta: 1 day, 19:52:29, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6740, loss_cls: 2.5316, loss: 2.5316, grad_norm: 6.0366 2020-10-11 03:16:31,586 - mmaction - INFO - Epoch [5][2500/3520] lr: 7.500e-03, eta: 1 day, 19:52:06, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.3958, top5_acc: 0.7042, loss_cls: 2.4384, loss: 2.4384, grad_norm: 6.4528 2020-10-11 03:16:51,551 - mmaction - INFO - Epoch [5][2520/3520] lr: 7.500e-03, eta: 1 day, 19:51:48, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4000, top5_acc: 0.7135, loss_cls: 2.4150, loss: 2.4150, grad_norm: 6.5332 2020-10-11 03:17:11,067 - mmaction - INFO - Epoch [5][2540/3520] lr: 7.500e-03, eta: 1 day, 19:51:25, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7021, loss_cls: 2.3813, loss: 2.3813, grad_norm: 6.5037 2020-10-11 03:17:30,616 - mmaction - INFO - Epoch [5][2560/3520] lr: 7.500e-03, eta: 1 day, 19:51:03, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4208, top5_acc: 0.6865, loss_cls: 2.4166, loss: 2.4166, grad_norm: 6.1425 2020-10-11 03:17:50,296 - mmaction - INFO - Epoch [5][2580/3520] lr: 7.500e-03, eta: 1 day, 19:50:41, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4208, top5_acc: 0.6708, loss_cls: 2.4922, loss: 2.4922, grad_norm: 6.7732 2020-10-11 03:18:10,213 - mmaction - INFO - Epoch [5][2600/3520] lr: 7.500e-03, eta: 1 day, 19:50:23, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6719, loss_cls: 2.5376, loss: 2.5376, grad_norm: 6.3862 2020-10-11 03:18:29,707 - mmaction - INFO - Epoch [5][2620/3520] lr: 7.500e-03, eta: 1 day, 19:49:59, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6896, loss_cls: 2.5151, loss: 2.5151, grad_norm: 6.4898 2020-10-11 03:18:49,316 - mmaction - INFO - Epoch [5][2640/3520] lr: 7.500e-03, eta: 1 day, 19:49:38, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6865, loss_cls: 2.4902, loss: 2.4902, grad_norm: 6.5278 2020-10-11 03:19:09,181 - mmaction - INFO - Epoch [5][2660/3520] lr: 7.500e-03, eta: 1 day, 19:49:19, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.4439, loss: 2.4439, grad_norm: 6.0264 2020-10-11 03:19:28,938 - mmaction - INFO - Epoch [5][2680/3520] lr: 7.500e-03, eta: 1 day, 19:48:59, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6896, loss_cls: 2.4766, loss: 2.4766, grad_norm: 6.5688 2020-10-11 03:19:48,787 - mmaction - INFO - Epoch [5][2700/3520] lr: 7.500e-03, eta: 1 day, 19:48:39, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6833, loss_cls: 2.4796, loss: 2.4796, grad_norm: 6.1676 2020-10-11 03:20:08,598 - mmaction - INFO - Epoch [5][2720/3520] lr: 7.500e-03, eta: 1 day, 19:48:19, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6896, loss_cls: 2.4765, loss: 2.4765, grad_norm: 6.2594 2020-10-11 03:20:28,797 - mmaction - INFO - Epoch [5][2740/3520] lr: 7.500e-03, eta: 1 day, 19:48:03, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4438, top5_acc: 0.6979, loss_cls: 2.3694, loss: 2.3694, grad_norm: 6.1424 2020-10-11 03:20:48,184 - mmaction - INFO - Epoch [5][2760/3520] lr: 7.500e-03, eta: 1 day, 19:47:39, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7010, loss_cls: 2.3916, loss: 2.3916, grad_norm: 6.5180 2020-10-11 03:21:08,178 - mmaction - INFO - Epoch [5][2780/3520] lr: 7.500e-03, eta: 1 day, 19:47:21, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6990, loss_cls: 2.3741, loss: 2.3741, grad_norm: 6.3699 2020-10-11 03:21:28,286 - mmaction - INFO - Epoch [5][2800/3520] lr: 7.500e-03, eta: 1 day, 19:47:04, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7094, loss_cls: 2.3672, loss: 2.3672, grad_norm: 6.1637 2020-10-11 03:21:47,780 - mmaction - INFO - Epoch [5][2820/3520] lr: 7.500e-03, eta: 1 day, 19:46:42, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6823, loss_cls: 2.4911, loss: 2.4911, grad_norm: 6.6518 2020-10-11 03:22:07,587 - mmaction - INFO - Epoch [5][2840/3520] lr: 7.500e-03, eta: 1 day, 19:46:22, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6906, loss_cls: 2.4563, loss: 2.4563, grad_norm: 6.2264 2020-10-11 03:22:26,931 - mmaction - INFO - Epoch [5][2860/3520] lr: 7.500e-03, eta: 1 day, 19:45:57, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6938, loss_cls: 2.4629, loss: 2.4629, grad_norm: 6.3648 2020-10-11 03:22:46,730 - mmaction - INFO - Epoch [5][2880/3520] lr: 7.500e-03, eta: 1 day, 19:45:37, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6875, loss_cls: 2.4487, loss: 2.4487, grad_norm: 6.3028 2020-10-11 03:23:06,211 - mmaction - INFO - Epoch [5][2900/3520] lr: 7.500e-03, eta: 1 day, 19:45:14, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6896, loss_cls: 2.4781, loss: 2.4781, grad_norm: 7.6913 2020-10-11 03:23:26,000 - mmaction - INFO - Epoch [5][2920/3520] lr: 7.500e-03, eta: 1 day, 19:44:54, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.3760, top5_acc: 0.6698, loss_cls: 2.5485, loss: 2.5485, grad_norm: 6.3760 2020-10-11 03:23:45,457 - mmaction - INFO - Epoch [5][2940/3520] lr: 7.500e-03, eta: 1 day, 19:44:31, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7146, loss_cls: 2.4073, loss: 2.4073, grad_norm: 6.1044 2020-10-11 03:24:05,099 - mmaction - INFO - Epoch [5][2960/3520] lr: 7.500e-03, eta: 1 day, 19:44:10, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6823, loss_cls: 2.4377, loss: 2.4377, grad_norm: 6.6177 2020-10-11 03:24:24,538 - mmaction - INFO - Epoch [5][2980/3520] lr: 7.500e-03, eta: 1 day, 19:43:47, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6875, loss_cls: 2.4985, loss: 2.4985, grad_norm: 6.4138 2020-10-11 03:24:44,160 - mmaction - INFO - Epoch [5][3000/3520] lr: 7.500e-03, eta: 1 day, 19:43:25, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6813, loss_cls: 2.5330, loss: 2.5330, grad_norm: 6.1745 2020-10-11 03:25:03,873 - mmaction - INFO - Epoch [5][3020/3520] lr: 7.500e-03, eta: 1 day, 19:43:05, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6979, loss_cls: 2.4427, loss: 2.4427, grad_norm: 6.7434 2020-10-11 03:25:23,448 - mmaction - INFO - Epoch [5][3040/3520] lr: 7.500e-03, eta: 1 day, 19:42:43, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6937, loss_cls: 2.4101, loss: 2.4101, grad_norm: 6.3318 2020-10-11 03:25:43,126 - mmaction - INFO - Epoch [5][3060/3520] lr: 7.500e-03, eta: 1 day, 19:42:22, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6667, loss_cls: 2.5798, loss: 2.5798, grad_norm: 6.3818 2020-10-11 03:26:02,840 - mmaction - INFO - Epoch [5][3080/3520] lr: 7.500e-03, eta: 1 day, 19:42:00, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6844, loss_cls: 2.4885, loss: 2.4885, grad_norm: 6.3762 2020-10-11 03:26:22,612 - mmaction - INFO - Epoch [5][3100/3520] lr: 7.500e-03, eta: 1 day, 19:41:41, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6990, loss_cls: 2.4492, loss: 2.4492, grad_norm: 6.2883 2020-10-11 03:26:42,212 - mmaction - INFO - Epoch [5][3120/3520] lr: 7.500e-03, eta: 1 day, 19:41:19, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6760, loss_cls: 2.4846, loss: 2.4846, grad_norm: 6.5060 2020-10-11 03:27:01,838 - mmaction - INFO - Epoch [5][3140/3520] lr: 7.500e-03, eta: 1 day, 19:40:57, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6906, loss_cls: 2.5016, loss: 2.5016, grad_norm: 6.5578 2020-10-11 03:27:21,667 - mmaction - INFO - Epoch [5][3160/3520] lr: 7.500e-03, eta: 1 day, 19:40:38, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6708, loss_cls: 2.5045, loss: 2.5045, grad_norm: 6.6417 2020-10-11 03:27:41,224 - mmaction - INFO - Epoch [5][3180/3520] lr: 7.500e-03, eta: 1 day, 19:40:16, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7177, loss_cls: 2.3273, loss: 2.3273, grad_norm: 6.2484 2020-10-11 03:28:00,842 - mmaction - INFO - Epoch [5][3200/3520] lr: 7.500e-03, eta: 1 day, 19:39:54, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6896, loss_cls: 2.4660, loss: 2.4660, grad_norm: 6.7082 2020-10-11 03:28:21,021 - mmaction - INFO - Epoch [5][3220/3520] lr: 7.500e-03, eta: 1 day, 19:39:38, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6990, loss_cls: 2.4461, loss: 2.4461, grad_norm: 6.2999 2020-10-11 03:28:41,216 - mmaction - INFO - Epoch [5][3240/3520] lr: 7.500e-03, eta: 1 day, 19:39:22, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6792, loss_cls: 2.5301, loss: 2.5301, grad_norm: 6.6808 2020-10-11 03:29:00,781 - mmaction - INFO - Epoch [5][3260/3520] lr: 7.500e-03, eta: 1 day, 19:38:59, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6937, loss_cls: 2.4799, loss: 2.4799, grad_norm: 6.4156 2020-10-11 03:29:20,131 - mmaction - INFO - Epoch [5][3280/3520] lr: 7.500e-03, eta: 1 day, 19:38:35, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.6917, loss_cls: 2.3693, loss: 2.3693, grad_norm: 6.5098 2020-10-11 03:29:39,933 - mmaction - INFO - Epoch [5][3300/3520] lr: 7.500e-03, eta: 1 day, 19:38:16, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6885, loss_cls: 2.4772, loss: 2.4772, grad_norm: 6.4130 2020-10-11 03:29:59,363 - mmaction - INFO - Epoch [5][3320/3520] lr: 7.500e-03, eta: 1 day, 19:37:52, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6823, loss_cls: 2.4832, loss: 2.4832, grad_norm: 6.6004 2020-10-11 03:30:19,057 - mmaction - INFO - Epoch [5][3340/3520] lr: 7.500e-03, eta: 1 day, 19:37:31, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6896, loss_cls: 2.3920, loss: 2.3920, grad_norm: 6.4137 2020-10-11 03:30:38,589 - mmaction - INFO - Epoch [5][3360/3520] lr: 7.500e-03, eta: 1 day, 19:37:09, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6583, loss_cls: 2.5752, loss: 2.5752, grad_norm: 6.5525 2020-10-11 03:30:58,800 - mmaction - INFO - Epoch [5][3380/3520] lr: 7.500e-03, eta: 1 day, 19:36:53, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6719, loss_cls: 2.5547, loss: 2.5547, grad_norm: 6.1945 2020-10-11 03:31:18,891 - mmaction - INFO - Epoch [5][3400/3520] lr: 7.500e-03, eta: 1 day, 19:36:36, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6740, loss_cls: 2.5194, loss: 2.5194, grad_norm: 6.5080 2020-10-11 03:31:38,715 - mmaction - INFO - Epoch [5][3420/3520] lr: 7.500e-03, eta: 1 day, 19:36:16, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.4323, top5_acc: 0.6833, loss_cls: 2.4096, loss: 2.4096, grad_norm: 6.1514 2020-10-11 03:31:58,263 - mmaction - INFO - Epoch [5][3440/3520] lr: 7.500e-03, eta: 1 day, 19:35:54, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7177, loss_cls: 2.3581, loss: 2.3581, grad_norm: 6.4184 2020-10-11 03:32:17,719 - mmaction - INFO - Epoch [5][3460/3520] lr: 7.500e-03, eta: 1 day, 19:35:31, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6719, loss_cls: 2.4870, loss: 2.4870, grad_norm: 6.5520 2020-10-11 03:32:37,477 - mmaction - INFO - Epoch [5][3480/3520] lr: 7.500e-03, eta: 1 day, 19:35:11, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6875, loss_cls: 2.4234, loss: 2.4234, grad_norm: 6.1440 2020-10-11 03:32:57,402 - mmaction - INFO - Epoch [5][3500/3520] lr: 7.500e-03, eta: 1 day, 19:34:52, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6948, loss_cls: 2.4965, loss: 2.4965, grad_norm: 6.7137 2020-10-11 03:33:16,480 - mmaction - INFO - Epoch [5][3520/3520] lr: 7.500e-03, eta: 1 day, 19:34:26, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.3946, top5_acc: 0.6935, loss_cls: 2.4681, loss: 2.4681, grad_norm: 6.2794 2020-10-11 03:33:16,895 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-11 03:33:52,869 - mmaction - INFO - Epoch [6][20/3520] lr: 7.500e-03, eta: 1 day, 19:36:24, time: 1.760, data_time: 0.785, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6667, loss_cls: 2.5517, loss: 2.5517, grad_norm: 6.3802 2020-10-11 03:34:10,567 - mmaction - INFO - Epoch [6][40/3520] lr: 7.500e-03, eta: 1 day, 19:35:46, time: 0.887, data_time: 0.006, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7104, loss_cls: 2.3581, loss: 2.3581, grad_norm: 6.4341 2020-10-11 03:34:29,474 - mmaction - INFO - Epoch [6][60/3520] lr: 7.500e-03, eta: 1 day, 19:35:18, time: 0.946, data_time: 0.005, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7177, loss_cls: 2.3551, loss: 2.3551, grad_norm: 6.6370 2020-10-11 03:34:49,045 - mmaction - INFO - Epoch [6][80/3520] lr: 7.500e-03, eta: 1 day, 19:34:55, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6833, loss_cls: 2.4322, loss: 2.4322, grad_norm: 6.2694 2020-10-11 03:35:08,991 - mmaction - INFO - Epoch [6][100/3520] lr: 7.500e-03, eta: 1 day, 19:34:37, time: 0.999, data_time: 0.008, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6927, loss_cls: 2.4192, loss: 2.4192, grad_norm: 6.3993 2020-10-11 03:35:28,484 - mmaction - INFO - Epoch [6][120/3520] lr: 7.500e-03, eta: 1 day, 19:34:14, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6917, loss_cls: 2.4290, loss: 2.4290, grad_norm: 6.5520 2020-10-11 03:35:48,000 - mmaction - INFO - Epoch [6][140/3520] lr: 7.500e-03, eta: 1 day, 19:33:52, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.4031, top5_acc: 0.7062, loss_cls: 2.4515, loss: 2.4515, grad_norm: 6.7134 2020-10-11 03:36:07,383 - mmaction - INFO - Epoch [6][160/3520] lr: 7.500e-03, eta: 1 day, 19:33:28, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7073, loss_cls: 2.3412, loss: 2.3412, grad_norm: 6.4312 2020-10-11 03:36:26,710 - mmaction - INFO - Epoch [6][180/3520] lr: 7.500e-03, eta: 1 day, 19:33:04, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7031, loss_cls: 2.3243, loss: 2.3243, grad_norm: 6.5153 2020-10-11 03:36:46,524 - mmaction - INFO - Epoch [6][200/3520] lr: 7.500e-03, eta: 1 day, 19:32:44, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7177, loss_cls: 2.3179, loss: 2.3179, grad_norm: 6.3709 2020-10-11 03:37:06,086 - mmaction - INFO - Epoch [6][220/3520] lr: 7.500e-03, eta: 1 day, 19:32:22, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.6969, loss_cls: 2.3658, loss: 2.3658, grad_norm: 6.7717 2020-10-11 03:37:26,265 - mmaction - INFO - Epoch [6][240/3520] lr: 7.500e-03, eta: 1 day, 19:32:05, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.3868, loss: 2.3868, grad_norm: 6.3120 2020-10-11 03:37:46,029 - mmaction - INFO - Epoch [6][260/3520] lr: 7.500e-03, eta: 1 day, 19:31:45, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7052, loss_cls: 2.4182, loss: 2.4182, grad_norm: 6.1521 2020-10-11 03:38:05,370 - mmaction - INFO - Epoch [6][280/3520] lr: 7.500e-03, eta: 1 day, 19:31:21, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.4292, top5_acc: 0.6979, loss_cls: 2.3992, loss: 2.3992, grad_norm: 6.5751 2020-10-11 03:38:25,009 - mmaction - INFO - Epoch [6][300/3520] lr: 7.500e-03, eta: 1 day, 19:30:59, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.4250, top5_acc: 0.6979, loss_cls: 2.4127, loss: 2.4127, grad_norm: 6.4853 2020-10-11 03:38:44,974 - mmaction - INFO - Epoch [6][320/3520] lr: 7.500e-03, eta: 1 day, 19:30:41, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6969, loss_cls: 2.3933, loss: 2.3933, grad_norm: 6.9239 2020-10-11 03:39:05,103 - mmaction - INFO - Epoch [6][340/3520] lr: 7.500e-03, eta: 1 day, 19:30:24, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.4271, top5_acc: 0.6823, loss_cls: 2.4095, loss: 2.4095, grad_norm: 6.2380 2020-10-11 03:39:26,072 - mmaction - INFO - Epoch [6][360/3520] lr: 7.500e-03, eta: 1 day, 19:30:14, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6958, loss_cls: 2.4318, loss: 2.4318, grad_norm: 6.2874 2020-10-11 03:39:45,699 - mmaction - INFO - Epoch [6][380/3520] lr: 7.500e-03, eta: 1 day, 19:29:53, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.3990, top5_acc: 0.7031, loss_cls: 2.4340, loss: 2.4340, grad_norm: 6.4141 2020-10-11 03:40:05,040 - mmaction - INFO - Epoch [6][400/3520] lr: 7.500e-03, eta: 1 day, 19:29:29, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6958, loss_cls: 2.4418, loss: 2.4418, grad_norm: 6.4711 2020-10-11 03:40:25,219 - mmaction - INFO - Epoch [6][420/3520] lr: 7.500e-03, eta: 1 day, 19:29:11, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7063, loss_cls: 2.3581, loss: 2.3581, grad_norm: 6.2579 2020-10-11 03:40:44,416 - mmaction - INFO - Epoch [6][440/3520] lr: 7.500e-03, eta: 1 day, 19:28:47, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.4250, top5_acc: 0.6979, loss_cls: 2.4302, loss: 2.4302, grad_norm: 6.5209 2020-10-11 03:41:04,499 - mmaction - INFO - Epoch [6][460/3520] lr: 7.500e-03, eta: 1 day, 19:28:29, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7000, loss_cls: 2.4375, loss: 2.4375, grad_norm: 6.5215 2020-10-11 03:41:24,175 - mmaction - INFO - Epoch [6][480/3520] lr: 7.500e-03, eta: 1 day, 19:28:08, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7281, loss_cls: 2.3643, loss: 2.3643, grad_norm: 6.4716 2020-10-11 03:41:43,859 - mmaction - INFO - Epoch [6][500/3520] lr: 7.500e-03, eta: 1 day, 19:27:47, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6875, loss_cls: 2.4331, loss: 2.4331, grad_norm: 6.6196 2020-10-11 03:42:03,441 - mmaction - INFO - Epoch [6][520/3520] lr: 7.500e-03, eta: 1 day, 19:27:25, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7010, loss_cls: 2.3655, loss: 2.3655, grad_norm: 6.3829 2020-10-11 03:42:22,996 - mmaction - INFO - Epoch [6][540/3520] lr: 7.500e-03, eta: 1 day, 19:27:03, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6958, loss_cls: 2.3992, loss: 2.3992, grad_norm: 6.6813 2020-10-11 03:42:42,518 - mmaction - INFO - Epoch [6][560/3520] lr: 7.500e-03, eta: 1 day, 19:26:41, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6969, loss_cls: 2.3854, loss: 2.3854, grad_norm: 6.3622 2020-10-11 03:43:02,039 - mmaction - INFO - Epoch [6][580/3520] lr: 7.500e-03, eta: 1 day, 19:26:18, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6688, loss_cls: 2.5217, loss: 2.5217, grad_norm: 6.5643 2020-10-11 03:43:21,358 - mmaction - INFO - Epoch [6][600/3520] lr: 7.500e-03, eta: 1 day, 19:25:54, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6844, loss_cls: 2.5166, loss: 2.5166, grad_norm: 6.7641 2020-10-11 03:43:41,097 - mmaction - INFO - Epoch [6][620/3520] lr: 7.500e-03, eta: 1 day, 19:25:34, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.4115, top5_acc: 0.6927, loss_cls: 2.4292, loss: 2.4292, grad_norm: 6.2809 2020-10-11 03:44:01,209 - mmaction - INFO - Epoch [6][640/3520] lr: 7.500e-03, eta: 1 day, 19:25:16, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7042, loss_cls: 2.4205, loss: 2.4205, grad_norm: 6.5062 2020-10-11 03:44:20,442 - mmaction - INFO - Epoch [6][660/3520] lr: 7.500e-03, eta: 1 day, 19:24:52, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7094, loss_cls: 2.3624, loss: 2.3624, grad_norm: 6.1011 2020-10-11 03:44:40,341 - mmaction - INFO - Epoch [6][680/3520] lr: 7.500e-03, eta: 1 day, 19:24:33, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6969, loss_cls: 2.4656, loss: 2.4656, grad_norm: 6.1779 2020-10-11 03:44:59,852 - mmaction - INFO - Epoch [6][700/3520] lr: 7.500e-03, eta: 1 day, 19:24:09, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6917, loss_cls: 2.4405, loss: 2.4405, grad_norm: 6.3965 2020-10-11 03:45:20,479 - mmaction - INFO - Epoch [6][720/3520] lr: 7.500e-03, eta: 1 day, 19:23:57, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6792, loss_cls: 2.4566, loss: 2.4566, grad_norm: 6.6877 2020-10-11 03:45:39,502 - mmaction - INFO - Epoch [6][740/3520] lr: 7.500e-03, eta: 1 day, 19:23:31, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6958, loss_cls: 2.4557, loss: 2.4557, grad_norm: 6.3694 2020-10-11 03:45:58,767 - mmaction - INFO - Epoch [6][760/3520] lr: 7.500e-03, eta: 1 day, 19:23:06, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7083, loss_cls: 2.3529, loss: 2.3529, grad_norm: 6.1821 2020-10-11 03:46:18,434 - mmaction - INFO - Epoch [6][780/3520] lr: 7.500e-03, eta: 1 day, 19:22:45, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6969, loss_cls: 2.4693, loss: 2.4693, grad_norm: 6.7214 2020-10-11 03:46:37,875 - mmaction - INFO - Epoch [6][800/3520] lr: 7.500e-03, eta: 1 day, 19:22:22, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6979, loss_cls: 2.4247, loss: 2.4247, grad_norm: 6.8691 2020-10-11 03:46:58,076 - mmaction - INFO - Epoch [6][820/3520] lr: 7.500e-03, eta: 1 day, 19:22:05, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7010, loss_cls: 2.4334, loss: 2.4334, grad_norm: 6.5473 2020-10-11 03:47:17,549 - mmaction - INFO - Epoch [6][840/3520] lr: 7.500e-03, eta: 1 day, 19:21:43, time: 0.975, data_time: 0.008, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7010, loss_cls: 2.3961, loss: 2.3961, grad_norm: 6.7449 2020-10-11 03:47:37,047 - mmaction - INFO - Epoch [6][860/3520] lr: 7.500e-03, eta: 1 day, 19:21:20, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.4115, top5_acc: 0.6927, loss_cls: 2.4113, loss: 2.4113, grad_norm: 6.4429 2020-10-11 03:47:56,920 - mmaction - INFO - Epoch [6][880/3520] lr: 7.500e-03, eta: 1 day, 19:21:01, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7083, loss_cls: 2.3213, loss: 2.3213, grad_norm: 6.3569 2020-10-11 03:48:16,320 - mmaction - INFO - Epoch [6][900/3520] lr: 7.500e-03, eta: 1 day, 19:20:37, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7146, loss_cls: 2.3863, loss: 2.3863, grad_norm: 6.6351 2020-10-11 03:48:36,194 - mmaction - INFO - Epoch [6][920/3520] lr: 7.500e-03, eta: 1 day, 19:20:18, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.4365, top5_acc: 0.6979, loss_cls: 2.3842, loss: 2.3842, grad_norm: 6.5273 2020-10-11 03:48:55,964 - mmaction - INFO - Epoch [6][940/3520] lr: 7.500e-03, eta: 1 day, 19:19:58, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7052, loss_cls: 2.4559, loss: 2.4559, grad_norm: 6.8409 2020-10-11 03:49:15,668 - mmaction - INFO - Epoch [6][960/3520] lr: 7.500e-03, eta: 1 day, 19:19:37, time: 0.986, data_time: 0.008, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6927, loss_cls: 2.4099, loss: 2.4099, grad_norm: 6.3762 2020-10-11 03:49:35,405 - mmaction - INFO - Epoch [6][980/3520] lr: 7.500e-03, eta: 1 day, 19:19:17, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4104, top5_acc: 0.6750, loss_cls: 2.4913, loss: 2.4913, grad_norm: 6.5269 2020-10-11 03:49:55,242 - mmaction - INFO - Epoch [6][1000/3520] lr: 7.500e-03, eta: 1 day, 19:18:57, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6990, loss_cls: 2.4622, loss: 2.4622, grad_norm: 6.5532 2020-10-11 03:50:14,433 - mmaction - INFO - Epoch [6][1020/3520] lr: 7.500e-03, eta: 1 day, 19:18:32, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7021, loss_cls: 2.3860, loss: 2.3860, grad_norm: 6.4504 2020-10-11 03:50:34,558 - mmaction - INFO - Epoch [6][1040/3520] lr: 7.500e-03, eta: 1 day, 19:18:15, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6771, loss_cls: 2.4994, loss: 2.4994, grad_norm: 6.5745 2020-10-11 03:50:54,240 - mmaction - INFO - Epoch [6][1060/3520] lr: 7.500e-03, eta: 1 day, 19:17:54, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.3697, loss: 2.3697, grad_norm: 6.3296 2020-10-11 03:51:14,123 - mmaction - INFO - Epoch [6][1080/3520] lr: 7.500e-03, eta: 1 day, 19:17:35, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6969, loss_cls: 2.3738, loss: 2.3738, grad_norm: 6.4587 2020-10-11 03:51:34,060 - mmaction - INFO - Epoch [6][1100/3520] lr: 7.500e-03, eta: 1 day, 19:17:16, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7010, loss_cls: 2.3824, loss: 2.3824, grad_norm: 6.4462 2020-10-11 03:51:53,658 - mmaction - INFO - Epoch [6][1120/3520] lr: 7.500e-03, eta: 1 day, 19:16:54, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6708, loss_cls: 2.4851, loss: 2.4851, grad_norm: 6.3112 2020-10-11 03:52:13,238 - mmaction - INFO - Epoch [6][1140/3520] lr: 7.500e-03, eta: 1 day, 19:16:32, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.4312, top5_acc: 0.7073, loss_cls: 2.3499, loss: 2.3499, grad_norm: 6.5097 2020-10-11 03:52:33,580 - mmaction - INFO - Epoch [6][1160/3520] lr: 7.500e-03, eta: 1 day, 19:16:17, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.4229, top5_acc: 0.6875, loss_cls: 2.4160, loss: 2.4160, grad_norm: 6.6676 2020-10-11 03:52:52,713 - mmaction - INFO - Epoch [6][1180/3520] lr: 7.500e-03, eta: 1 day, 19:15:52, time: 0.957, data_time: 0.007, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6896, loss_cls: 2.4001, loss: 2.4001, grad_norm: 6.2530 2020-10-11 03:53:12,314 - mmaction - INFO - Epoch [6][1200/3520] lr: 7.500e-03, eta: 1 day, 19:15:30, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7292, loss_cls: 2.3423, loss: 2.3423, grad_norm: 6.3921 2020-10-11 03:53:31,874 - mmaction - INFO - Epoch [6][1220/3520] lr: 7.500e-03, eta: 1 day, 19:15:08, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4115, top5_acc: 0.6813, loss_cls: 2.4810, loss: 2.4810, grad_norm: 6.3807 2020-10-11 03:53:51,674 - mmaction - INFO - Epoch [6][1240/3520] lr: 7.500e-03, eta: 1 day, 19:14:48, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7031, loss_cls: 2.4172, loss: 2.4172, grad_norm: 6.7220 2020-10-11 03:54:11,532 - mmaction - INFO - Epoch [6][1260/3520] lr: 7.500e-03, eta: 1 day, 19:14:28, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.4229, top5_acc: 0.6854, loss_cls: 2.4370, loss: 2.4370, grad_norm: 6.3184 2020-10-11 03:54:30,970 - mmaction - INFO - Epoch [6][1280/3520] lr: 7.500e-03, eta: 1 day, 19:14:06, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6833, loss_cls: 2.4979, loss: 2.4979, grad_norm: 6.5091 2020-10-11 03:54:50,698 - mmaction - INFO - Epoch [6][1300/3520] lr: 7.500e-03, eta: 1 day, 19:13:45, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6844, loss_cls: 2.4683, loss: 2.4683, grad_norm: 6.6800 2020-10-11 03:55:10,104 - mmaction - INFO - Epoch [6][1320/3520] lr: 7.500e-03, eta: 1 day, 19:13:22, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.4221, loss: 2.4221, grad_norm: 6.2857 2020-10-11 03:55:29,547 - mmaction - INFO - Epoch [6][1340/3520] lr: 7.500e-03, eta: 1 day, 19:12:59, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6917, loss_cls: 2.4141, loss: 2.4141, grad_norm: 6.4916 2020-10-11 03:55:49,257 - mmaction - INFO - Epoch [6][1360/3520] lr: 7.500e-03, eta: 1 day, 19:12:38, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6896, loss_cls: 2.5273, loss: 2.5273, grad_norm: 6.6660 2020-10-11 03:56:09,506 - mmaction - INFO - Epoch [6][1380/3520] lr: 7.500e-03, eta: 1 day, 19:12:22, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7146, loss_cls: 2.3241, loss: 2.3241, grad_norm: 6.1348 2020-10-11 03:56:29,443 - mmaction - INFO - Epoch [6][1400/3520] lr: 7.500e-03, eta: 1 day, 19:12:03, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6875, loss_cls: 2.4194, loss: 2.4194, grad_norm: 6.3242 2020-10-11 03:56:48,619 - mmaction - INFO - Epoch [6][1420/3520] lr: 7.500e-03, eta: 1 day, 19:11:39, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7177, loss_cls: 2.3698, loss: 2.3698, grad_norm: 6.5383 2020-10-11 03:57:08,384 - mmaction - INFO - Epoch [6][1440/3520] lr: 7.500e-03, eta: 1 day, 19:11:18, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4313, top5_acc: 0.6979, loss_cls: 2.3724, loss: 2.3724, grad_norm: 6.1952 2020-10-11 03:57:28,049 - mmaction - INFO - Epoch [6][1460/3520] lr: 7.500e-03, eta: 1 day, 19:10:57, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6917, loss_cls: 2.4171, loss: 2.4171, grad_norm: 6.6769 2020-10-11 03:57:47,752 - mmaction - INFO - Epoch [6][1480/3520] lr: 7.500e-03, eta: 1 day, 19:10:37, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6906, loss_cls: 2.4312, loss: 2.4312, grad_norm: 6.3526 2020-10-11 03:58:07,426 - mmaction - INFO - Epoch [6][1500/3520] lr: 7.500e-03, eta: 1 day, 19:10:15, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7281, loss_cls: 2.3277, loss: 2.3277, grad_norm: 6.2869 2020-10-11 03:58:26,956 - mmaction - INFO - Epoch [6][1520/3520] lr: 7.500e-03, eta: 1 day, 19:09:53, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7188, loss_cls: 2.3629, loss: 2.3629, grad_norm: 6.5310 2020-10-11 03:58:46,464 - mmaction - INFO - Epoch [6][1540/3520] lr: 7.500e-03, eta: 1 day, 19:09:31, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7073, loss_cls: 2.4085, loss: 2.4085, grad_norm: 6.5332 2020-10-11 03:59:06,333 - mmaction - INFO - Epoch [6][1560/3520] lr: 7.500e-03, eta: 1 day, 19:09:12, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7187, loss_cls: 2.3291, loss: 2.3291, grad_norm: 6.5618 2020-10-11 03:59:25,810 - mmaction - INFO - Epoch [6][1580/3520] lr: 7.500e-03, eta: 1 day, 19:08:49, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3285, loss: 2.3285, grad_norm: 6.7735 2020-10-11 03:59:45,473 - mmaction - INFO - Epoch [6][1600/3520] lr: 7.500e-03, eta: 1 day, 19:08:28, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.3214, loss: 2.3214, grad_norm: 6.2633 2020-10-11 04:00:06,945 - mmaction - INFO - Epoch [6][1620/3520] lr: 7.500e-03, eta: 1 day, 19:08:21, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7073, loss_cls: 2.4337, loss: 2.4337, grad_norm: 6.5704 2020-10-11 04:00:25,997 - mmaction - INFO - Epoch [6][1640/3520] lr: 7.500e-03, eta: 1 day, 19:07:56, time: 0.957, data_time: 0.015, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6760, loss_cls: 2.5514, loss: 2.5514, grad_norm: 6.5324 2020-10-11 04:00:45,489 - mmaction - INFO - Epoch [6][1660/3520] lr: 7.500e-03, eta: 1 day, 19:07:34, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7208, loss_cls: 2.3638, loss: 2.3638, grad_norm: 6.6960 2020-10-11 04:01:05,132 - mmaction - INFO - Epoch [6][1680/3520] lr: 7.500e-03, eta: 1 day, 19:07:12, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6990, loss_cls: 2.4132, loss: 2.4132, grad_norm: 6.6263 2020-10-11 04:01:25,050 - mmaction - INFO - Epoch [6][1700/3520] lr: 7.500e-03, eta: 1 day, 19:06:54, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6948, loss_cls: 2.4149, loss: 2.4149, grad_norm: 6.3368 2020-10-11 04:01:45,256 - mmaction - INFO - Epoch [6][1720/3520] lr: 7.500e-03, eta: 1 day, 19:06:37, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6875, loss_cls: 2.4582, loss: 2.4582, grad_norm: 6.3239 2020-10-11 04:02:04,739 - mmaction - INFO - Epoch [6][1740/3520] lr: 7.500e-03, eta: 1 day, 19:06:14, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6938, loss_cls: 2.3925, loss: 2.3925, grad_norm: 6.3650 2020-10-11 04:02:24,611 - mmaction - INFO - Epoch [6][1760/3520] lr: 7.500e-03, eta: 1 day, 19:05:55, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7135, loss_cls: 2.3552, loss: 2.3552, grad_norm: 6.3039 2020-10-11 04:02:44,532 - mmaction - INFO - Epoch [6][1780/3520] lr: 7.500e-03, eta: 1 day, 19:05:36, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7240, loss_cls: 2.3083, loss: 2.3083, grad_norm: 6.3788 2020-10-11 04:03:05,559 - mmaction - INFO - Epoch [6][1800/3520] lr: 7.500e-03, eta: 1 day, 19:05:26, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7021, loss_cls: 2.3467, loss: 2.3467, grad_norm: 6.3078 2020-10-11 04:03:25,173 - mmaction - INFO - Epoch [6][1820/3520] lr: 7.500e-03, eta: 1 day, 19:05:05, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7115, loss_cls: 2.3935, loss: 2.3935, grad_norm: 6.2788 2020-10-11 04:03:44,914 - mmaction - INFO - Epoch [6][1840/3520] lr: 7.500e-03, eta: 1 day, 19:04:45, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.3938, top5_acc: 0.6865, loss_cls: 2.4966, loss: 2.4966, grad_norm: 6.3996 2020-10-11 04:04:04,918 - mmaction - INFO - Epoch [6][1860/3520] lr: 7.500e-03, eta: 1 day, 19:04:26, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4063, top5_acc: 0.7156, loss_cls: 2.3677, loss: 2.3677, grad_norm: 6.3777 2020-10-11 04:04:24,918 - mmaction - INFO - Epoch [6][1880/3520] lr: 7.500e-03, eta: 1 day, 19:04:08, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7094, loss_cls: 2.3954, loss: 2.3954, grad_norm: 6.4137 2020-10-11 04:04:44,717 - mmaction - INFO - Epoch [6][1900/3520] lr: 7.500e-03, eta: 1 day, 19:03:48, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4281, top5_acc: 0.6927, loss_cls: 2.4111, loss: 2.4111, grad_norm: 6.2621 2020-10-11 04:05:04,732 - mmaction - INFO - Epoch [6][1920/3520] lr: 7.500e-03, eta: 1 day, 19:03:30, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7115, loss_cls: 2.3643, loss: 2.3643, grad_norm: 6.3455 2020-10-11 04:05:24,547 - mmaction - INFO - Epoch [6][1940/3520] lr: 7.500e-03, eta: 1 day, 19:03:10, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7229, loss_cls: 2.3592, loss: 2.3592, grad_norm: 6.4761 2020-10-11 04:05:44,312 - mmaction - INFO - Epoch [6][1960/3520] lr: 7.500e-03, eta: 1 day, 19:02:50, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7021, loss_cls: 2.3446, loss: 2.3446, grad_norm: 6.5796 2020-10-11 04:06:04,229 - mmaction - INFO - Epoch [6][1980/3520] lr: 7.500e-03, eta: 1 day, 19:02:31, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6771, loss_cls: 2.4748, loss: 2.4748, grad_norm: 6.2160 2020-10-11 04:06:24,426 - mmaction - INFO - Epoch [6][2000/3520] lr: 7.500e-03, eta: 1 day, 19:02:14, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6969, loss_cls: 2.4038, loss: 2.4038, grad_norm: 6.4732 2020-10-11 04:06:44,116 - mmaction - INFO - Epoch [6][2020/3520] lr: 7.500e-03, eta: 1 day, 19:01:53, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7125, loss_cls: 2.3692, loss: 2.3692, grad_norm: 6.5296 2020-10-11 04:07:04,204 - mmaction - INFO - Epoch [6][2040/3520] lr: 7.500e-03, eta: 1 day, 19:01:35, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6906, loss_cls: 2.4326, loss: 2.4326, grad_norm: 6.3849 2020-10-11 04:07:25,034 - mmaction - INFO - Epoch [6][2060/3520] lr: 7.500e-03, eta: 1 day, 19:01:24, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7219, loss_cls: 2.3199, loss: 2.3199, grad_norm: 6.5153 2020-10-11 04:07:44,965 - mmaction - INFO - Epoch [6][2080/3520] lr: 7.500e-03, eta: 1 day, 19:01:05, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7010, loss_cls: 2.3895, loss: 2.3895, grad_norm: 6.5511 2020-10-11 04:08:04,333 - mmaction - INFO - Epoch [6][2100/3520] lr: 7.500e-03, eta: 1 day, 19:00:42, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7073, loss_cls: 2.3542, loss: 2.3542, grad_norm: 6.5288 2020-10-11 04:08:25,020 - mmaction - INFO - Epoch [6][2120/3520] lr: 7.500e-03, eta: 1 day, 19:00:29, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7083, loss_cls: 2.3607, loss: 2.3607, grad_norm: 6.5233 2020-10-11 04:08:45,026 - mmaction - INFO - Epoch [6][2140/3520] lr: 7.500e-03, eta: 1 day, 19:00:10, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6938, loss_cls: 2.4622, loss: 2.4622, grad_norm: 6.6166 2020-10-11 04:09:05,363 - mmaction - INFO - Epoch [6][2160/3520] lr: 7.500e-03, eta: 1 day, 18:59:55, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6667, loss_cls: 2.4821, loss: 2.4821, grad_norm: 6.6682 2020-10-11 04:09:25,681 - mmaction - INFO - Epoch [6][2180/3520] lr: 7.500e-03, eta: 1 day, 18:59:39, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7000, loss_cls: 2.4437, loss: 2.4437, grad_norm: 6.4615 2020-10-11 04:09:46,035 - mmaction - INFO - Epoch [6][2200/3520] lr: 7.500e-03, eta: 1 day, 18:59:23, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7000, loss_cls: 2.4171, loss: 2.4171, grad_norm: 6.8309 2020-10-11 04:10:06,726 - mmaction - INFO - Epoch [6][2220/3520] lr: 7.500e-03, eta: 1 day, 18:59:11, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7073, loss_cls: 2.3660, loss: 2.3660, grad_norm: 6.4194 2020-10-11 04:10:26,429 - mmaction - INFO - Epoch [6][2240/3520] lr: 7.500e-03, eta: 1 day, 18:58:49, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4333, top5_acc: 0.6990, loss_cls: 2.3418, loss: 2.3418, grad_norm: 6.2194 2020-10-11 04:10:46,446 - mmaction - INFO - Epoch [6][2260/3520] lr: 7.500e-03, eta: 1 day, 18:58:31, time: 1.003, data_time: 0.008, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6615, loss_cls: 2.4948, loss: 2.4948, grad_norm: 6.3315 2020-10-11 04:11:07,618 - mmaction - INFO - Epoch [6][2280/3520] lr: 7.500e-03, eta: 1 day, 18:58:22, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7104, loss_cls: 2.3727, loss: 2.3727, grad_norm: 6.4488 2020-10-11 04:11:27,781 - mmaction - INFO - Epoch [6][2300/3520] lr: 7.500e-03, eta: 1 day, 18:58:05, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6698, loss_cls: 2.5092, loss: 2.5092, grad_norm: 6.4077 2020-10-11 04:11:48,142 - mmaction - INFO - Epoch [6][2320/3520] lr: 7.500e-03, eta: 1 day, 18:57:50, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.4052, top5_acc: 0.7094, loss_cls: 2.4245, loss: 2.4245, grad_norm: 6.8542 2020-10-11 04:12:09,718 - mmaction - INFO - Epoch [6][2340/3520] lr: 7.500e-03, eta: 1 day, 18:57:44, time: 1.079, data_time: 0.003, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6958, loss_cls: 2.4216, loss: 2.4216, grad_norm: 6.5071 2020-10-11 04:12:30,030 - mmaction - INFO - Epoch [6][2360/3520] lr: 7.500e-03, eta: 1 day, 18:57:27, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7010, loss_cls: 2.3266, loss: 2.3266, grad_norm: 6.7811 2020-10-11 04:12:50,500 - mmaction - INFO - Epoch [6][2380/3520] lr: 7.500e-03, eta: 1 day, 18:57:13, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6792, loss_cls: 2.5487, loss: 2.5487, grad_norm: 6.4744 2020-10-11 04:13:10,761 - mmaction - INFO - Epoch [6][2400/3520] lr: 7.500e-03, eta: 1 day, 18:56:56, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6542, loss_cls: 2.5481, loss: 2.5481, grad_norm: 6.6280 2020-10-11 04:13:31,463 - mmaction - INFO - Epoch [6][2420/3520] lr: 7.500e-03, eta: 1 day, 18:56:43, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6958, loss_cls: 2.4431, loss: 2.4431, grad_norm: 6.5847 2020-10-11 04:13:52,760 - mmaction - INFO - Epoch [6][2440/3520] lr: 7.500e-03, eta: 1 day, 18:56:35, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7073, loss_cls: 2.3613, loss: 2.3613, grad_norm: 6.2292 2020-10-11 04:14:12,413 - mmaction - INFO - Epoch [6][2460/3520] lr: 7.500e-03, eta: 1 day, 18:56:14, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7000, loss_cls: 2.4122, loss: 2.4122, grad_norm: 6.6788 2020-10-11 04:14:33,401 - mmaction - INFO - Epoch [6][2480/3520] lr: 7.500e-03, eta: 1 day, 18:56:03, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7052, loss_cls: 2.3128, loss: 2.3128, grad_norm: 6.3565 2020-10-11 04:14:54,282 - mmaction - INFO - Epoch [6][2500/3520] lr: 7.500e-03, eta: 1 day, 18:55:51, time: 1.048, data_time: 0.008, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7083, loss_cls: 2.3668, loss: 2.3668, grad_norm: 6.4785 2020-10-11 04:15:15,178 - mmaction - INFO - Epoch [6][2520/3520] lr: 7.500e-03, eta: 1 day, 18:55:39, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7208, loss_cls: 2.3854, loss: 2.3854, grad_norm: 6.3475 2020-10-11 04:15:34,567 - mmaction - INFO - Epoch [6][2540/3520] lr: 7.500e-03, eta: 1 day, 18:55:17, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7156, loss_cls: 2.3637, loss: 2.3637, grad_norm: 6.4706 2020-10-11 04:15:55,671 - mmaction - INFO - Epoch [6][2560/3520] lr: 7.500e-03, eta: 1 day, 18:55:06, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7167, loss_cls: 2.3302, loss: 2.3302, grad_norm: 6.4591 2020-10-11 04:16:15,512 - mmaction - INFO - Epoch [6][2580/3520] lr: 7.500e-03, eta: 1 day, 18:54:47, time: 0.997, data_time: 0.008, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6948, loss_cls: 2.4087, loss: 2.4087, grad_norm: 6.5110 2020-10-11 04:16:35,856 - mmaction - INFO - Epoch [6][2600/3520] lr: 7.500e-03, eta: 1 day, 18:54:31, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6802, loss_cls: 2.4415, loss: 2.4415, grad_norm: 6.4156 2020-10-11 04:16:55,662 - mmaction - INFO - Epoch [6][2620/3520] lr: 7.500e-03, eta: 1 day, 18:54:11, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6813, loss_cls: 2.4929, loss: 2.4929, grad_norm: 6.5400 2020-10-11 04:17:16,569 - mmaction - INFO - Epoch [6][2640/3520] lr: 7.500e-03, eta: 1 day, 18:54:00, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6938, loss_cls: 2.4303, loss: 2.4303, grad_norm: 6.3714 2020-10-11 04:17:36,515 - mmaction - INFO - Epoch [6][2660/3520] lr: 7.500e-03, eta: 1 day, 18:53:41, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7146, loss_cls: 2.3444, loss: 2.3444, grad_norm: 6.4057 2020-10-11 04:17:56,177 - mmaction - INFO - Epoch [6][2680/3520] lr: 7.500e-03, eta: 1 day, 18:53:19, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4177, top5_acc: 0.6687, loss_cls: 2.5018, loss: 2.5018, grad_norm: 6.2707 2020-10-11 04:18:16,304 - mmaction - INFO - Epoch [6][2700/3520] lr: 7.500e-03, eta: 1 day, 18:53:02, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6906, loss_cls: 2.4307, loss: 2.4307, grad_norm: 6.1265 2020-10-11 04:18:36,420 - mmaction - INFO - Epoch [6][2720/3520] lr: 7.500e-03, eta: 1 day, 18:52:44, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7250, loss_cls: 2.3666, loss: 2.3666, grad_norm: 6.6284 2020-10-11 04:18:56,797 - mmaction - INFO - Epoch [6][2740/3520] lr: 7.500e-03, eta: 1 day, 18:52:29, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6948, loss_cls: 2.4329, loss: 2.4329, grad_norm: 6.3026 2020-10-11 04:19:16,257 - mmaction - INFO - Epoch [6][2760/3520] lr: 7.500e-03, eta: 1 day, 18:52:06, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7010, loss_cls: 2.4107, loss: 2.4107, grad_norm: 6.6313 2020-10-11 04:19:36,270 - mmaction - INFO - Epoch [6][2780/3520] lr: 7.500e-03, eta: 1 day, 18:51:48, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7062, loss_cls: 2.3613, loss: 2.3613, grad_norm: 6.3994 2020-10-11 04:19:56,439 - mmaction - INFO - Epoch [6][2800/3520] lr: 7.500e-03, eta: 1 day, 18:51:30, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.4292, top5_acc: 0.6979, loss_cls: 2.3966, loss: 2.3966, grad_norm: 6.5088 2020-10-11 04:20:15,882 - mmaction - INFO - Epoch [6][2820/3520] lr: 7.500e-03, eta: 1 day, 18:51:08, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7073, loss_cls: 2.3355, loss: 2.3355, grad_norm: 6.5563 2020-10-11 04:20:36,164 - mmaction - INFO - Epoch [6][2840/3520] lr: 7.500e-03, eta: 1 day, 18:50:51, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7135, loss_cls: 2.3744, loss: 2.3744, grad_norm: 6.6721 2020-10-11 04:20:55,798 - mmaction - INFO - Epoch [6][2860/3520] lr: 7.500e-03, eta: 1 day, 18:50:29, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7250, loss_cls: 2.3357, loss: 2.3357, grad_norm: 6.5466 2020-10-11 04:21:16,997 - mmaction - INFO - Epoch [6][2880/3520] lr: 7.500e-03, eta: 1 day, 18:50:20, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7417, loss_cls: 2.2194, loss: 2.2194, grad_norm: 6.1547 2020-10-11 04:21:36,558 - mmaction - INFO - Epoch [6][2900/3520] lr: 7.500e-03, eta: 1 day, 18:49:58, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.3735, loss: 2.3735, grad_norm: 6.7656 2020-10-11 04:21:56,215 - mmaction - INFO - Epoch [6][2920/3520] lr: 7.500e-03, eta: 1 day, 18:49:37, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4323, top5_acc: 0.6969, loss_cls: 2.3600, loss: 2.3600, grad_norm: 6.4264 2020-10-11 04:22:16,956 - mmaction - INFO - Epoch [6][2940/3520] lr: 7.500e-03, eta: 1 day, 18:49:24, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.4010, top5_acc: 0.7031, loss_cls: 2.4744, loss: 2.4744, grad_norm: 8.0361 2020-10-11 04:22:36,457 - mmaction - INFO - Epoch [6][2960/3520] lr: 7.500e-03, eta: 1 day, 18:49:02, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7021, loss_cls: 2.4716, loss: 2.4716, grad_norm: 6.5116 2020-10-11 04:22:56,302 - mmaction - INFO - Epoch [6][2980/3520] lr: 7.500e-03, eta: 1 day, 18:48:42, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7229, loss_cls: 2.2891, loss: 2.2891, grad_norm: 6.6361 2020-10-11 04:23:16,239 - mmaction - INFO - Epoch [6][3000/3520] lr: 7.500e-03, eta: 1 day, 18:48:23, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4063, top5_acc: 0.7031, loss_cls: 2.4228, loss: 2.4228, grad_norm: 6.5743 2020-10-11 04:23:36,277 - mmaction - INFO - Epoch [6][3020/3520] lr: 7.500e-03, eta: 1 day, 18:48:05, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7073, loss_cls: 2.3836, loss: 2.3836, grad_norm: 6.5426 2020-10-11 04:23:56,561 - mmaction - INFO - Epoch [6][3040/3520] lr: 7.500e-03, eta: 1 day, 18:47:48, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.7031, loss_cls: 2.4150, loss: 2.4150, grad_norm: 6.6221 2020-10-11 04:24:16,589 - mmaction - INFO - Epoch [6][3060/3520] lr: 7.500e-03, eta: 1 day, 18:47:30, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4115, top5_acc: 0.6875, loss_cls: 2.4323, loss: 2.4323, grad_norm: 6.6874 2020-10-11 04:24:36,612 - mmaction - INFO - Epoch [6][3080/3520] lr: 7.500e-03, eta: 1 day, 18:47:12, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6823, loss_cls: 2.4644, loss: 2.4644, grad_norm: 6.2886 2020-10-11 04:24:57,400 - mmaction - INFO - Epoch [6][3100/3520] lr: 7.500e-03, eta: 1 day, 18:46:59, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7188, loss_cls: 2.3303, loss: 2.3303, grad_norm: 6.3570 2020-10-11 04:25:16,875 - mmaction - INFO - Epoch [6][3120/3520] lr: 7.500e-03, eta: 1 day, 18:46:36, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7063, loss_cls: 2.3566, loss: 2.3566, grad_norm: 6.4867 2020-10-11 04:25:36,592 - mmaction - INFO - Epoch [6][3140/3520] lr: 7.500e-03, eta: 1 day, 18:46:16, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4323, top5_acc: 0.6927, loss_cls: 2.3976, loss: 2.3976, grad_norm: 6.2131 2020-10-11 04:25:56,817 - mmaction - INFO - Epoch [6][3160/3520] lr: 7.500e-03, eta: 1 day, 18:45:59, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7052, loss_cls: 2.3004, loss: 2.3004, grad_norm: 6.6068 2020-10-11 04:26:16,641 - mmaction - INFO - Epoch [6][3180/3520] lr: 7.500e-03, eta: 1 day, 18:45:39, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6979, loss_cls: 2.3677, loss: 2.3677, grad_norm: 6.5296 2020-10-11 04:26:36,668 - mmaction - INFO - Epoch [6][3200/3520] lr: 7.500e-03, eta: 1 day, 18:45:21, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6802, loss_cls: 2.4866, loss: 2.4866, grad_norm: 6.2550 2020-10-11 04:26:56,275 - mmaction - INFO - Epoch [6][3220/3520] lr: 7.500e-03, eta: 1 day, 18:44:59, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.6969, loss_cls: 2.3500, loss: 2.3500, grad_norm: 6.1004 2020-10-11 04:27:16,139 - mmaction - INFO - Epoch [6][3240/3520] lr: 7.500e-03, eta: 1 day, 18:44:39, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.4115, top5_acc: 0.6990, loss_cls: 2.4144, loss: 2.4144, grad_norm: 6.5673 2020-10-11 04:27:36,272 - mmaction - INFO - Epoch [6][3260/3520] lr: 7.500e-03, eta: 1 day, 18:44:22, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.3580, loss: 2.3580, grad_norm: 6.3276 2020-10-11 04:27:55,951 - mmaction - INFO - Epoch [6][3280/3520] lr: 7.500e-03, eta: 1 day, 18:44:01, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7052, loss_cls: 2.3360, loss: 2.3360, grad_norm: 6.3900 2020-10-11 04:28:16,427 - mmaction - INFO - Epoch [6][3300/3520] lr: 7.500e-03, eta: 1 day, 18:43:46, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6969, loss_cls: 2.4602, loss: 2.4602, grad_norm: 6.5922 2020-10-11 04:28:35,774 - mmaction - INFO - Epoch [6][3320/3520] lr: 7.500e-03, eta: 1 day, 18:43:22, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7229, loss_cls: 2.3451, loss: 2.3451, grad_norm: 6.6706 2020-10-11 04:28:55,646 - mmaction - INFO - Epoch [6][3340/3520] lr: 7.500e-03, eta: 1 day, 18:43:03, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7062, loss_cls: 2.3913, loss: 2.3913, grad_norm: 6.3547 2020-10-11 04:29:15,419 - mmaction - INFO - Epoch [6][3360/3520] lr: 7.500e-03, eta: 1 day, 18:42:42, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6979, loss_cls: 2.4716, loss: 2.4716, grad_norm: 6.7955 2020-10-11 04:29:36,096 - mmaction - INFO - Epoch [6][3380/3520] lr: 7.500e-03, eta: 1 day, 18:42:28, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6906, loss_cls: 2.4450, loss: 2.4450, grad_norm: 6.7013 2020-10-11 04:29:56,009 - mmaction - INFO - Epoch [6][3400/3520] lr: 7.500e-03, eta: 1 day, 18:42:09, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6885, loss_cls: 2.4267, loss: 2.4267, grad_norm: 6.3462 2020-10-11 04:30:15,574 - mmaction - INFO - Epoch [6][3420/3520] lr: 7.500e-03, eta: 1 day, 18:41:48, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.4052, top5_acc: 0.7104, loss_cls: 2.3891, loss: 2.3891, grad_norm: 6.6259 2020-10-11 04:30:35,695 - mmaction - INFO - Epoch [6][3440/3520] lr: 7.500e-03, eta: 1 day, 18:41:30, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7125, loss_cls: 2.2990, loss: 2.2990, grad_norm: 6.3363 2020-10-11 04:30:55,194 - mmaction - INFO - Epoch [6][3460/3520] lr: 7.500e-03, eta: 1 day, 18:41:07, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6885, loss_cls: 2.4604, loss: 2.4604, grad_norm: 6.3405 2020-10-11 04:31:14,903 - mmaction - INFO - Epoch [6][3480/3520] lr: 7.500e-03, eta: 1 day, 18:40:47, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7104, loss_cls: 2.3433, loss: 2.3433, grad_norm: 6.2509 2020-10-11 04:31:34,813 - mmaction - INFO - Epoch [6][3500/3520] lr: 7.500e-03, eta: 1 day, 18:40:28, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7417, loss_cls: 2.2324, loss: 2.2324, grad_norm: 6.5414 2020-10-11 04:31:53,431 - mmaction - INFO - Epoch [6][3520/3520] lr: 7.500e-03, eta: 1 day, 18:39:59, time: 0.931, data_time: 0.002, memory: 10390, top1_acc: 0.4239, top5_acc: 0.6924, loss_cls: 2.4301, loss: 2.4301, grad_norm: 6.4830 2020-10-11 04:31:53,918 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-10-11 04:32:28,635 - mmaction - INFO - Epoch [7][20/3520] lr: 7.500e-03, eta: 1 day, 18:41:23, time: 1.705, data_time: 0.747, memory: 10390, top1_acc: 0.4417, top5_acc: 0.6948, loss_cls: 2.3648, loss: 2.3648, grad_norm: 6.3962 2020-10-11 04:32:46,482 - mmaction - INFO - Epoch [7][40/3520] lr: 7.500e-03, eta: 1 day, 18:40:49, time: 0.895, data_time: 0.007, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6927, loss_cls: 2.4264, loss: 2.4264, grad_norm: 6.4738 2020-10-11 04:33:05,757 - mmaction - INFO - Epoch [7][60/3520] lr: 7.500e-03, eta: 1 day, 18:40:25, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7229, loss_cls: 2.2731, loss: 2.2731, grad_norm: 6.4477 2020-10-11 04:33:25,387 - mmaction - INFO - Epoch [7][80/3520] lr: 7.500e-03, eta: 1 day, 18:40:04, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7208, loss_cls: 2.3219, loss: 2.3219, grad_norm: 6.3950 2020-10-11 04:33:45,919 - mmaction - INFO - Epoch [7][100/3520] lr: 7.500e-03, eta: 1 day, 18:39:49, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7385, loss_cls: 2.2310, loss: 2.2310, grad_norm: 6.5294 2020-10-11 04:34:05,734 - mmaction - INFO - Epoch [7][120/3520] lr: 7.500e-03, eta: 1 day, 18:39:29, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7219, loss_cls: 2.3382, loss: 2.3382, grad_norm: 6.2983 2020-10-11 04:34:25,223 - mmaction - INFO - Epoch [7][140/3520] lr: 7.500e-03, eta: 1 day, 18:39:07, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7104, loss_cls: 2.3219, loss: 2.3219, grad_norm: 6.1841 2020-10-11 04:34:45,455 - mmaction - INFO - Epoch [7][160/3520] lr: 7.500e-03, eta: 1 day, 18:38:50, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7208, loss_cls: 2.2731, loss: 2.2731, grad_norm: 6.2245 2020-10-11 04:35:04,726 - mmaction - INFO - Epoch [7][180/3520] lr: 7.500e-03, eta: 1 day, 18:38:26, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.1850, loss: 2.1850, grad_norm: 6.3540 2020-10-11 04:35:24,257 - mmaction - INFO - Epoch [7][200/3520] lr: 7.500e-03, eta: 1 day, 18:38:03, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7135, loss_cls: 2.3393, loss: 2.3393, grad_norm: 6.3008 2020-10-11 04:35:43,694 - mmaction - INFO - Epoch [7][220/3520] lr: 7.500e-03, eta: 1 day, 18:37:41, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7146, loss_cls: 2.3149, loss: 2.3149, grad_norm: 6.6146 2020-10-11 04:36:03,245 - mmaction - INFO - Epoch [7][240/3520] lr: 7.500e-03, eta: 1 day, 18:37:18, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7052, loss_cls: 2.4318, loss: 2.4318, grad_norm: 6.7876 2020-10-11 04:36:23,019 - mmaction - INFO - Epoch [7][260/3520] lr: 7.500e-03, eta: 1 day, 18:36:58, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7115, loss_cls: 2.3633, loss: 2.3633, grad_norm: 6.4358 2020-10-11 04:36:42,532 - mmaction - INFO - Epoch [7][280/3520] lr: 7.500e-03, eta: 1 day, 18:36:36, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6917, loss_cls: 2.3762, loss: 2.3762, grad_norm: 6.5315 2020-10-11 04:37:02,397 - mmaction - INFO - Epoch [7][300/3520] lr: 7.500e-03, eta: 1 day, 18:36:16, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7010, loss_cls: 2.4037, loss: 2.4037, grad_norm: 6.6967 2020-10-11 04:37:22,433 - mmaction - INFO - Epoch [7][320/3520] lr: 7.500e-03, eta: 1 day, 18:35:58, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7271, loss_cls: 2.3042, loss: 2.3042, grad_norm: 6.1791 2020-10-11 04:37:41,918 - mmaction - INFO - Epoch [7][340/3520] lr: 7.500e-03, eta: 1 day, 18:35:35, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7073, loss_cls: 2.2811, loss: 2.2811, grad_norm: 6.5340 2020-10-11 04:38:01,615 - mmaction - INFO - Epoch [7][360/3520] lr: 7.500e-03, eta: 1 day, 18:35:14, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7021, loss_cls: 2.3663, loss: 2.3663, grad_norm: 6.3653 2020-10-11 04:38:21,109 - mmaction - INFO - Epoch [7][380/3520] lr: 7.500e-03, eta: 1 day, 18:34:52, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7125, loss_cls: 2.3787, loss: 2.3787, grad_norm: 6.3284 2020-10-11 04:38:40,627 - mmaction - INFO - Epoch [7][400/3520] lr: 7.500e-03, eta: 1 day, 18:34:30, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4031, top5_acc: 0.7073, loss_cls: 2.3836, loss: 2.3836, grad_norm: 6.5974 2020-10-11 04:39:00,499 - mmaction - INFO - Epoch [7][420/3520] lr: 7.500e-03, eta: 1 day, 18:34:10, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6823, loss_cls: 2.4099, loss: 2.4099, grad_norm: 6.5933 2020-10-11 04:39:20,666 - mmaction - INFO - Epoch [7][440/3520] lr: 7.500e-03, eta: 1 day, 18:33:53, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7104, loss_cls: 2.3637, loss: 2.3637, grad_norm: 6.2250 2020-10-11 04:39:39,766 - mmaction - INFO - Epoch [7][460/3520] lr: 7.500e-03, eta: 1 day, 18:33:28, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.4166, loss: 2.4166, grad_norm: 6.2816 2020-10-11 04:39:59,033 - mmaction - INFO - Epoch [7][480/3520] lr: 7.500e-03, eta: 1 day, 18:33:03, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7208, loss_cls: 2.2656, loss: 2.2656, grad_norm: 6.5024 2020-10-11 04:40:19,214 - mmaction - INFO - Epoch [7][500/3520] lr: 7.500e-03, eta: 1 day, 18:32:46, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7000, loss_cls: 2.4139, loss: 2.4139, grad_norm: 6.7375 2020-10-11 04:40:39,353 - mmaction - INFO - Epoch [7][520/3520] lr: 7.500e-03, eta: 1 day, 18:32:29, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6906, loss_cls: 2.4597, loss: 2.4597, grad_norm: 6.8198 2020-10-11 04:40:59,019 - mmaction - INFO - Epoch [7][540/3520] lr: 7.500e-03, eta: 1 day, 18:32:07, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7260, loss_cls: 2.3099, loss: 2.3099, grad_norm: 6.3562 2020-10-11 04:41:19,117 - mmaction - INFO - Epoch [7][560/3520] lr: 7.500e-03, eta: 1 day, 18:31:49, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.1731, loss: 2.1731, grad_norm: 6.4228 2020-10-11 04:41:38,406 - mmaction - INFO - Epoch [7][580/3520] lr: 7.500e-03, eta: 1 day, 18:31:25, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7146, loss_cls: 2.2410, loss: 2.2410, grad_norm: 6.5030 2020-10-11 04:41:57,937 - mmaction - INFO - Epoch [7][600/3520] lr: 7.500e-03, eta: 1 day, 18:31:04, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7094, loss_cls: 2.3322, loss: 2.3322, grad_norm: 6.6976 2020-10-11 04:42:18,032 - mmaction - INFO - Epoch [7][620/3520] lr: 7.500e-03, eta: 1 day, 18:30:46, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6927, loss_cls: 2.4171, loss: 2.4171, grad_norm: 6.4790 2020-10-11 04:42:37,454 - mmaction - INFO - Epoch [7][640/3520] lr: 7.500e-03, eta: 1 day, 18:30:23, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3141, loss: 2.3141, grad_norm: 6.7130 2020-10-11 04:42:57,038 - mmaction - INFO - Epoch [7][660/3520] lr: 7.500e-03, eta: 1 day, 18:30:01, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4229, top5_acc: 0.6844, loss_cls: 2.4370, loss: 2.4370, grad_norm: 6.3448 2020-10-11 04:43:17,823 - mmaction - INFO - Epoch [7][680/3520] lr: 7.500e-03, eta: 1 day, 18:29:48, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7292, loss_cls: 2.2969, loss: 2.2969, grad_norm: 6.7630 2020-10-11 04:43:37,491 - mmaction - INFO - Epoch [7][700/3520] lr: 7.500e-03, eta: 1 day, 18:29:27, time: 0.985, data_time: 0.015, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7125, loss_cls: 2.3031, loss: 2.3031, grad_norm: 6.4588 2020-10-11 04:43:57,649 - mmaction - INFO - Epoch [7][720/3520] lr: 7.500e-03, eta: 1 day, 18:29:09, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7115, loss_cls: 2.3431, loss: 2.3431, grad_norm: 6.6257 2020-10-11 04:44:17,124 - mmaction - INFO - Epoch [7][740/3520] lr: 7.500e-03, eta: 1 day, 18:28:47, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7188, loss_cls: 2.3678, loss: 2.3678, grad_norm: 6.4856 2020-10-11 04:44:37,234 - mmaction - INFO - Epoch [7][760/3520] lr: 7.500e-03, eta: 1 day, 18:28:29, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4104, top5_acc: 0.6948, loss_cls: 2.4093, loss: 2.4093, grad_norm: 6.7039 2020-10-11 04:44:57,907 - mmaction - INFO - Epoch [7][780/3520] lr: 7.500e-03, eta: 1 day, 18:28:14, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7115, loss_cls: 2.3106, loss: 2.3106, grad_norm: 6.8678 2020-10-11 04:45:17,932 - mmaction - INFO - Epoch [7][800/3520] lr: 7.500e-03, eta: 1 day, 18:27:56, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7073, loss_cls: 2.3253, loss: 2.3253, grad_norm: 6.3328 2020-10-11 04:45:37,808 - mmaction - INFO - Epoch [7][820/3520] lr: 7.500e-03, eta: 1 day, 18:27:37, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7094, loss_cls: 2.3402, loss: 2.3402, grad_norm: 6.4527 2020-10-11 04:45:59,362 - mmaction - INFO - Epoch [7][840/3520] lr: 7.500e-03, eta: 1 day, 18:27:29, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7010, loss_cls: 2.3876, loss: 2.3876, grad_norm: 6.2749 2020-10-11 04:46:19,056 - mmaction - INFO - Epoch [7][860/3520] lr: 7.500e-03, eta: 1 day, 18:27:08, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7260, loss_cls: 2.2998, loss: 2.2998, grad_norm: 6.5201 2020-10-11 04:46:38,596 - mmaction - INFO - Epoch [7][880/3520] lr: 7.500e-03, eta: 1 day, 18:26:46, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7135, loss_cls: 2.3567, loss: 2.3567, grad_norm: 6.9350 2020-10-11 04:46:58,632 - mmaction - INFO - Epoch [7][900/3520] lr: 7.500e-03, eta: 1 day, 18:26:27, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.4385, top5_acc: 0.6927, loss_cls: 2.3855, loss: 2.3855, grad_norm: 6.4329 2020-10-11 04:47:18,261 - mmaction - INFO - Epoch [7][920/3520] lr: 7.500e-03, eta: 1 day, 18:26:06, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6875, loss_cls: 2.3801, loss: 2.3801, grad_norm: 6.7394 2020-10-11 04:47:38,824 - mmaction - INFO - Epoch [7][940/3520] lr: 7.500e-03, eta: 1 day, 18:25:51, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.4365, top5_acc: 0.6979, loss_cls: 2.3142, loss: 2.3142, grad_norm: 6.4474 2020-10-11 04:47:58,868 - mmaction - INFO - Epoch [7][960/3520] lr: 7.500e-03, eta: 1 day, 18:25:32, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7104, loss_cls: 2.3646, loss: 2.3646, grad_norm: 6.4053 2020-10-11 04:48:18,112 - mmaction - INFO - Epoch [7][980/3520] lr: 7.500e-03, eta: 1 day, 18:25:09, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6896, loss_cls: 2.3919, loss: 2.3919, grad_norm: 6.8886 2020-10-11 04:48:38,322 - mmaction - INFO - Epoch [7][1000/3520] lr: 7.500e-03, eta: 1 day, 18:24:51, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.3781, loss: 2.3781, grad_norm: 6.4126 2020-10-11 04:48:59,164 - mmaction - INFO - Epoch [7][1020/3520] lr: 7.500e-03, eta: 1 day, 18:24:38, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7125, loss_cls: 2.3466, loss: 2.3466, grad_norm: 6.4611 2020-10-11 04:49:20,287 - mmaction - INFO - Epoch [7][1040/3520] lr: 7.500e-03, eta: 1 day, 18:24:27, time: 1.057, data_time: 0.004, memory: 10390, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.3754, loss: 2.3754, grad_norm: 6.2434 2020-10-11 04:49:39,596 - mmaction - INFO - Epoch [7][1060/3520] lr: 7.500e-03, eta: 1 day, 18:24:04, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6958, loss_cls: 2.3986, loss: 2.3986, grad_norm: 6.6581 2020-10-11 04:49:59,298 - mmaction - INFO - Epoch [7][1080/3520] lr: 7.500e-03, eta: 1 day, 18:23:43, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.4021, top5_acc: 0.7073, loss_cls: 2.3911, loss: 2.3911, grad_norm: 6.6902 2020-10-11 04:50:20,080 - mmaction - INFO - Epoch [7][1100/3520] lr: 7.500e-03, eta: 1 day, 18:23:29, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6917, loss_cls: 2.4317, loss: 2.4317, grad_norm: 6.7128 2020-10-11 04:50:40,065 - mmaction - INFO - Epoch [7][1120/3520] lr: 7.500e-03, eta: 1 day, 18:23:11, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7031, loss_cls: 2.3002, loss: 2.3002, grad_norm: 6.2618 2020-10-11 04:50:59,546 - mmaction - INFO - Epoch [7][1140/3520] lr: 7.500e-03, eta: 1 day, 18:22:48, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7156, loss_cls: 2.3272, loss: 2.3272, grad_norm: 6.5987 2020-10-11 04:51:19,777 - mmaction - INFO - Epoch [7][1160/3520] lr: 7.500e-03, eta: 1 day, 18:22:31, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3520, loss: 2.3520, grad_norm: 6.5601 2020-10-11 04:51:38,751 - mmaction - INFO - Epoch [7][1180/3520] lr: 7.500e-03, eta: 1 day, 18:22:05, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7104, loss_cls: 2.4221, loss: 2.4221, grad_norm: 6.4413 2020-10-11 04:51:58,232 - mmaction - INFO - Epoch [7][1200/3520] lr: 7.500e-03, eta: 1 day, 18:21:43, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7042, loss_cls: 2.3773, loss: 2.3773, grad_norm: 6.4261 2020-10-11 04:52:18,046 - mmaction - INFO - Epoch [7][1220/3520] lr: 7.500e-03, eta: 1 day, 18:21:23, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7229, loss_cls: 2.3070, loss: 2.3070, grad_norm: 6.8025 2020-10-11 04:52:37,711 - mmaction - INFO - Epoch [7][1240/3520] lr: 7.500e-03, eta: 1 day, 18:21:02, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7219, loss_cls: 2.3459, loss: 2.3459, grad_norm: 6.6727 2020-10-11 04:52:57,207 - mmaction - INFO - Epoch [7][1260/3520] lr: 7.500e-03, eta: 1 day, 18:20:39, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7156, loss_cls: 2.4162, loss: 2.4162, grad_norm: 6.5895 2020-10-11 04:53:17,127 - mmaction - INFO - Epoch [7][1280/3520] lr: 7.500e-03, eta: 1 day, 18:20:20, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.3958, top5_acc: 0.7042, loss_cls: 2.4266, loss: 2.4266, grad_norm: 6.3104 2020-10-11 04:53:36,396 - mmaction - INFO - Epoch [7][1300/3520] lr: 7.500e-03, eta: 1 day, 18:19:56, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7198, loss_cls: 2.3687, loss: 2.3687, grad_norm: 6.4636 2020-10-11 04:53:56,041 - mmaction - INFO - Epoch [7][1320/3520] lr: 7.500e-03, eta: 1 day, 18:19:35, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.4369, loss: 2.4369, grad_norm: 6.6791 2020-10-11 04:54:15,829 - mmaction - INFO - Epoch [7][1340/3520] lr: 7.500e-03, eta: 1 day, 18:19:15, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7000, loss_cls: 2.3768, loss: 2.3768, grad_norm: 6.4997 2020-10-11 04:54:35,085 - mmaction - INFO - Epoch [7][1360/3520] lr: 7.500e-03, eta: 1 day, 18:18:51, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7146, loss_cls: 2.3505, loss: 2.3505, grad_norm: 6.4871 2020-10-11 04:54:55,121 - mmaction - INFO - Epoch [7][1380/3520] lr: 7.500e-03, eta: 1 day, 18:18:32, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7229, loss_cls: 2.2628, loss: 2.2628, grad_norm: 6.1325 2020-10-11 04:55:14,727 - mmaction - INFO - Epoch [7][1400/3520] lr: 7.500e-03, eta: 1 day, 18:18:11, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7240, loss_cls: 2.3183, loss: 2.3183, grad_norm: 6.4190 2020-10-11 04:55:34,052 - mmaction - INFO - Epoch [7][1420/3520] lr: 7.500e-03, eta: 1 day, 18:17:47, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7229, loss_cls: 2.3586, loss: 2.3586, grad_norm: 6.5868 2020-10-11 04:55:54,202 - mmaction - INFO - Epoch [7][1440/3520] lr: 7.500e-03, eta: 1 day, 18:17:30, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7177, loss_cls: 2.2510, loss: 2.2510, grad_norm: 6.6388 2020-10-11 04:56:14,098 - mmaction - INFO - Epoch [7][1460/3520] lr: 7.500e-03, eta: 1 day, 18:17:10, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6854, loss_cls: 2.4061, loss: 2.4061, grad_norm: 6.5189 2020-10-11 04:56:33,779 - mmaction - INFO - Epoch [7][1480/3520] lr: 7.500e-03, eta: 1 day, 18:16:49, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7198, loss_cls: 2.2928, loss: 2.2928, grad_norm: 6.1066 2020-10-11 04:56:52,992 - mmaction - INFO - Epoch [7][1500/3520] lr: 7.500e-03, eta: 1 day, 18:16:25, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7250, loss_cls: 2.3262, loss: 2.3262, grad_norm: 6.9249 2020-10-11 04:57:12,988 - mmaction - INFO - Epoch [7][1520/3520] lr: 7.500e-03, eta: 1 day, 18:16:06, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6969, loss_cls: 2.4877, loss: 2.4877, grad_norm: 6.8186 2020-10-11 04:57:32,610 - mmaction - INFO - Epoch [7][1540/3520] lr: 7.500e-03, eta: 1 day, 18:15:45, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7156, loss_cls: 2.2949, loss: 2.2949, grad_norm: 6.4712 2020-10-11 04:57:52,427 - mmaction - INFO - Epoch [7][1560/3520] lr: 7.500e-03, eta: 1 day, 18:15:25, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.2992, loss: 2.2992, grad_norm: 6.4377 2020-10-11 04:58:11,643 - mmaction - INFO - Epoch [7][1580/3520] lr: 7.500e-03, eta: 1 day, 18:15:01, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7052, loss_cls: 2.3460, loss: 2.3460, grad_norm: 6.8843 2020-10-11 04:58:31,212 - mmaction - INFO - Epoch [7][1600/3520] lr: 7.500e-03, eta: 1 day, 18:14:39, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.2129, loss: 2.2129, grad_norm: 6.4281 2020-10-11 04:58:50,592 - mmaction - INFO - Epoch [7][1620/3520] lr: 7.500e-03, eta: 1 day, 18:14:16, time: 0.967, data_time: 0.008, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7167, loss_cls: 2.3576, loss: 2.3576, grad_norm: 6.3580 2020-10-11 04:59:10,418 - mmaction - INFO - Epoch [7][1640/3520] lr: 7.500e-03, eta: 1 day, 18:13:56, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7062, loss_cls: 2.3159, loss: 2.3159, grad_norm: 6.6430 2020-10-11 04:59:30,128 - mmaction - INFO - Epoch [7][1660/3520] lr: 7.500e-03, eta: 1 day, 18:13:35, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7010, loss_cls: 2.3143, loss: 2.3143, grad_norm: 6.5768 2020-10-11 04:59:49,493 - mmaction - INFO - Epoch [7][1680/3520] lr: 7.500e-03, eta: 1 day, 18:13:12, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7229, loss_cls: 2.2936, loss: 2.2936, grad_norm: 6.7090 2020-10-11 05:00:11,000 - mmaction - INFO - Epoch [7][1700/3520] lr: 7.500e-03, eta: 1 day, 18:13:04, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7292, loss_cls: 2.2562, loss: 2.2562, grad_norm: 6.2840 2020-10-11 05:00:30,525 - mmaction - INFO - Epoch [7][1720/3520] lr: 7.500e-03, eta: 1 day, 18:12:42, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7344, loss_cls: 2.2236, loss: 2.2236, grad_norm: 6.9283 2020-10-11 05:00:50,859 - mmaction - INFO - Epoch [7][1740/3520] lr: 7.500e-03, eta: 1 day, 18:12:25, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7042, loss_cls: 2.3769, loss: 2.3769, grad_norm: 6.6803 2020-10-11 05:01:09,843 - mmaction - INFO - Epoch [7][1760/3520] lr: 7.500e-03, eta: 1 day, 18:12:00, time: 0.952, data_time: 0.007, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7417, loss_cls: 2.2430, loss: 2.2430, grad_norm: 6.4838 2020-10-11 05:01:29,280 - mmaction - INFO - Epoch [7][1780/3520] lr: 7.500e-03, eta: 1 day, 18:11:37, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.3578, loss: 2.3578, grad_norm: 6.5955 2020-10-11 05:01:49,069 - mmaction - INFO - Epoch [7][1800/3520] lr: 7.500e-03, eta: 1 day, 18:11:17, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7104, loss_cls: 2.3575, loss: 2.3575, grad_norm: 6.5758 2020-10-11 05:02:08,891 - mmaction - INFO - Epoch [7][1820/3520] lr: 7.500e-03, eta: 1 day, 18:10:57, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7271, loss_cls: 2.2993, loss: 2.2993, grad_norm: 6.8158 2020-10-11 05:02:28,709 - mmaction - INFO - Epoch [7][1840/3520] lr: 7.500e-03, eta: 1 day, 18:10:37, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7365, loss_cls: 2.2275, loss: 2.2275, grad_norm: 6.6978 2020-10-11 05:02:48,107 - mmaction - INFO - Epoch [7][1860/3520] lr: 7.500e-03, eta: 1 day, 18:10:14, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7417, loss_cls: 2.2502, loss: 2.2502, grad_norm: 6.5737 2020-10-11 05:03:07,954 - mmaction - INFO - Epoch [7][1880/3520] lr: 7.500e-03, eta: 1 day, 18:09:54, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7385, loss_cls: 2.2855, loss: 2.2855, grad_norm: 6.8403 2020-10-11 05:03:26,981 - mmaction - INFO - Epoch [7][1900/3520] lr: 7.500e-03, eta: 1 day, 18:09:29, time: 0.955, data_time: 0.007, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7229, loss_cls: 2.3278, loss: 2.3278, grad_norm: 6.4189 2020-10-11 05:03:46,706 - mmaction - INFO - Epoch [7][1920/3520] lr: 7.500e-03, eta: 1 day, 18:09:08, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6865, loss_cls: 2.4444, loss: 2.4444, grad_norm: 6.5313 2020-10-11 05:04:06,856 - mmaction - INFO - Epoch [7][1940/3520] lr: 7.500e-03, eta: 1 day, 18:08:50, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7104, loss_cls: 2.3493, loss: 2.3493, grad_norm: 7.0798 2020-10-11 05:04:26,238 - mmaction - INFO - Epoch [7][1960/3520] lr: 7.500e-03, eta: 1 day, 18:08:28, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6979, loss_cls: 2.3762, loss: 2.3762, grad_norm: 6.4291 2020-10-11 05:04:45,637 - mmaction - INFO - Epoch [7][1980/3520] lr: 7.500e-03, eta: 1 day, 18:08:05, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7354, loss_cls: 2.2731, loss: 2.2731, grad_norm: 6.7564 2020-10-11 05:05:04,910 - mmaction - INFO - Epoch [7][2000/3520] lr: 7.500e-03, eta: 1 day, 18:07:41, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7229, loss_cls: 2.3370, loss: 2.3370, grad_norm: 6.4835 2020-10-11 05:05:25,474 - mmaction - INFO - Epoch [7][2020/3520] lr: 7.500e-03, eta: 1 day, 18:07:26, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7156, loss_cls: 2.3165, loss: 2.3165, grad_norm: 6.4559 2020-10-11 05:05:44,510 - mmaction - INFO - Epoch [7][2040/3520] lr: 7.500e-03, eta: 1 day, 18:07:01, time: 0.953, data_time: 0.006, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7333, loss_cls: 2.2025, loss: 2.2025, grad_norm: 6.7327 2020-10-11 05:06:03,615 - mmaction - INFO - Epoch [7][2060/3520] lr: 7.500e-03, eta: 1 day, 18:06:36, time: 0.954, data_time: 0.004, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7062, loss_cls: 2.3362, loss: 2.3362, grad_norm: 6.5627 2020-10-11 05:06:23,649 - mmaction - INFO - Epoch [7][2080/3520] lr: 7.500e-03, eta: 1 day, 18:06:18, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7219, loss_cls: 2.3478, loss: 2.3478, grad_norm: 6.6309 2020-10-11 05:06:43,001 - mmaction - INFO - Epoch [7][2100/3520] lr: 7.500e-03, eta: 1 day, 18:05:55, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7063, loss_cls: 2.3439, loss: 2.3439, grad_norm: 6.5950 2020-10-11 05:07:03,019 - mmaction - INFO - Epoch [7][2120/3520] lr: 7.500e-03, eta: 1 day, 18:05:36, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7198, loss_cls: 2.2607, loss: 2.2607, grad_norm: 6.3864 2020-10-11 05:07:22,737 - mmaction - INFO - Epoch [7][2140/3520] lr: 7.500e-03, eta: 1 day, 18:05:15, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7042, loss_cls: 2.3321, loss: 2.3321, grad_norm: 6.6355 2020-10-11 05:07:41,680 - mmaction - INFO - Epoch [7][2160/3520] lr: 7.500e-03, eta: 1 day, 18:04:50, time: 0.948, data_time: 0.003, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7188, loss_cls: 2.2885, loss: 2.2885, grad_norm: 6.3836 2020-10-11 05:08:01,437 - mmaction - INFO - Epoch [7][2180/3520] lr: 7.500e-03, eta: 1 day, 18:04:29, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7250, loss_cls: 2.3031, loss: 2.3031, grad_norm: 6.5160 2020-10-11 05:08:21,388 - mmaction - INFO - Epoch [7][2200/3520] lr: 7.500e-03, eta: 1 day, 18:04:10, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7292, loss_cls: 2.2497, loss: 2.2497, grad_norm: 6.3463 2020-10-11 05:08:40,735 - mmaction - INFO - Epoch [7][2220/3520] lr: 7.500e-03, eta: 1 day, 18:03:47, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7229, loss_cls: 2.3244, loss: 2.3244, grad_norm: 6.7883 2020-10-11 05:09:00,355 - mmaction - INFO - Epoch [7][2240/3520] lr: 7.500e-03, eta: 1 day, 18:03:26, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7052, loss_cls: 2.3459, loss: 2.3459, grad_norm: 6.4661 2020-10-11 05:09:20,114 - mmaction - INFO - Epoch [7][2260/3520] lr: 7.500e-03, eta: 1 day, 18:03:06, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7281, loss_cls: 2.2607, loss: 2.2607, grad_norm: 6.3394 2020-10-11 05:09:39,902 - mmaction - INFO - Epoch [7][2280/3520] lr: 7.500e-03, eta: 1 day, 18:02:45, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7302, loss_cls: 2.3038, loss: 2.3038, grad_norm: 6.5121 2020-10-11 05:09:58,962 - mmaction - INFO - Epoch [7][2300/3520] lr: 7.500e-03, eta: 1 day, 18:02:20, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.4250, top5_acc: 0.6958, loss_cls: 2.3862, loss: 2.3862, grad_norm: 6.4524 2020-10-11 05:10:18,470 - mmaction - INFO - Epoch [7][2320/3520] lr: 7.500e-03, eta: 1 day, 18:01:58, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7125, loss_cls: 2.3050, loss: 2.3050, grad_norm: 6.8517 2020-10-11 05:10:39,489 - mmaction - INFO - Epoch [7][2340/3520] lr: 7.500e-03, eta: 1 day, 18:01:46, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7073, loss_cls: 2.3412, loss: 2.3412, grad_norm: 6.3707 2020-10-11 05:10:58,264 - mmaction - INFO - Epoch [7][2360/3520] lr: 7.500e-03, eta: 1 day, 18:01:19, time: 0.936, data_time: 0.004, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.3619, loss: 2.3619, grad_norm: 6.4222 2020-10-11 05:11:18,108 - mmaction - INFO - Epoch [7][2380/3520] lr: 7.500e-03, eta: 1 day, 18:01:00, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7146, loss_cls: 2.3224, loss: 2.3224, grad_norm: 6.1916 2020-10-11 05:11:38,131 - mmaction - INFO - Epoch [7][2400/3520] lr: 7.500e-03, eta: 1 day, 18:00:41, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.4281, top5_acc: 0.6948, loss_cls: 2.3489, loss: 2.3489, grad_norm: 6.6697 2020-10-11 05:11:57,683 - mmaction - INFO - Epoch [7][2420/3520] lr: 7.500e-03, eta: 1 day, 18:00:19, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7073, loss_cls: 2.3081, loss: 2.3081, grad_norm: 6.5941 2020-10-11 05:12:18,267 - mmaction - INFO - Epoch [7][2440/3520] lr: 7.500e-03, eta: 1 day, 18:00:04, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7052, loss_cls: 2.3074, loss: 2.3074, grad_norm: 6.5082 2020-10-11 05:12:38,383 - mmaction - INFO - Epoch [7][2460/3520] lr: 7.500e-03, eta: 1 day, 17:59:46, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7010, loss_cls: 2.3894, loss: 2.3894, grad_norm: 6.9010 2020-10-11 05:12:59,277 - mmaction - INFO - Epoch [7][2480/3520] lr: 7.500e-03, eta: 1 day, 17:59:33, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6906, loss_cls: 2.4406, loss: 2.4406, grad_norm: 6.8712 2020-10-11 05:13:19,852 - mmaction - INFO - Epoch [7][2500/3520] lr: 7.500e-03, eta: 1 day, 17:59:18, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7167, loss_cls: 2.3294, loss: 2.3294, grad_norm: 6.5471 2020-10-11 05:13:39,782 - mmaction - INFO - Epoch [7][2520/3520] lr: 7.500e-03, eta: 1 day, 17:58:59, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7010, loss_cls: 2.3599, loss: 2.3599, grad_norm: 6.6512 2020-10-11 05:14:00,077 - mmaction - INFO - Epoch [7][2540/3520] lr: 7.500e-03, eta: 1 day, 17:58:42, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7292, loss_cls: 2.2636, loss: 2.2636, grad_norm: 6.5624 2020-10-11 05:14:19,659 - mmaction - INFO - Epoch [7][2560/3520] lr: 7.500e-03, eta: 1 day, 17:58:21, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6875, loss_cls: 2.4531, loss: 2.4531, grad_norm: 6.3534 2020-10-11 05:14:40,512 - mmaction - INFO - Epoch [7][2580/3520] lr: 7.500e-03, eta: 1 day, 17:58:07, time: 1.043, data_time: 0.003, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7146, loss_cls: 2.3107, loss: 2.3107, grad_norm: 6.6339 2020-10-11 05:15:00,401 - mmaction - INFO - Epoch [7][2600/3520] lr: 7.500e-03, eta: 1 day, 17:57:47, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7135, loss_cls: 2.3177, loss: 2.3177, grad_norm: 6.3238 2020-10-11 05:15:19,477 - mmaction - INFO - Epoch [7][2620/3520] lr: 7.500e-03, eta: 1 day, 17:57:23, time: 0.957, data_time: 0.009, memory: 10390, top1_acc: 0.4052, top5_acc: 0.7104, loss_cls: 2.4031, loss: 2.4031, grad_norm: 6.6070 2020-10-11 05:15:40,992 - mmaction - INFO - Epoch [7][2640/3520] lr: 7.500e-03, eta: 1 day, 17:57:14, time: 1.076, data_time: 0.003, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7115, loss_cls: 2.2844, loss: 2.2844, grad_norm: 6.3240 2020-10-11 05:16:00,830 - mmaction - INFO - Epoch [7][2660/3520] lr: 7.500e-03, eta: 1 day, 17:56:54, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6937, loss_cls: 2.4101, loss: 2.4101, grad_norm: 6.6400 2020-10-11 05:16:20,626 - mmaction - INFO - Epoch [7][2680/3520] lr: 7.500e-03, eta: 1 day, 17:56:34, time: 0.992, data_time: 0.008, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6948, loss_cls: 2.4046, loss: 2.4046, grad_norm: 6.3905 2020-10-11 05:16:41,017 - mmaction - INFO - Epoch [7][2700/3520] lr: 7.500e-03, eta: 1 day, 17:56:18, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7156, loss_cls: 2.3283, loss: 2.3283, grad_norm: 6.3265 2020-10-11 05:17:02,497 - mmaction - INFO - Epoch [7][2720/3520] lr: 7.500e-03, eta: 1 day, 17:56:08, time: 1.074, data_time: 0.002, memory: 10390, top1_acc: 0.4198, top5_acc: 0.6990, loss_cls: 2.3417, loss: 2.3417, grad_norm: 6.7024 2020-10-11 05:17:21,560 - mmaction - INFO - Epoch [7][2740/3520] lr: 7.500e-03, eta: 1 day, 17:55:43, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7240, loss_cls: 2.2537, loss: 2.2537, grad_norm: 6.4350 2020-10-11 05:17:41,541 - mmaction - INFO - Epoch [7][2760/3520] lr: 7.500e-03, eta: 1 day, 17:55:24, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7156, loss_cls: 2.4052, loss: 2.4052, grad_norm: 6.6615 2020-10-11 05:18:00,843 - mmaction - INFO - Epoch [7][2780/3520] lr: 7.500e-03, eta: 1 day, 17:55:01, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7083, loss_cls: 2.3001, loss: 2.3001, grad_norm: 6.6097 2020-10-11 05:18:20,441 - mmaction - INFO - Epoch [7][2800/3520] lr: 7.500e-03, eta: 1 day, 17:54:40, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7302, loss_cls: 2.2654, loss: 2.2654, grad_norm: 6.2265 2020-10-11 05:18:40,709 - mmaction - INFO - Epoch [7][2820/3520] lr: 7.500e-03, eta: 1 day, 17:54:23, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7219, loss_cls: 2.2725, loss: 2.2725, grad_norm: 6.3193 2020-10-11 05:19:00,260 - mmaction - INFO - Epoch [7][2840/3520] lr: 7.500e-03, eta: 1 day, 17:54:01, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.4385, top5_acc: 0.6990, loss_cls: 2.3874, loss: 2.3874, grad_norm: 6.6160 2020-10-11 05:19:20,852 - mmaction - INFO - Epoch [7][2860/3520] lr: 7.500e-03, eta: 1 day, 17:53:46, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7062, loss_cls: 2.3989, loss: 2.3989, grad_norm: 6.3829 2020-10-11 05:19:40,741 - mmaction - INFO - Epoch [7][2880/3520] lr: 7.500e-03, eta: 1 day, 17:53:26, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4281, top5_acc: 0.6958, loss_cls: 2.3613, loss: 2.3613, grad_norm: 6.2687 2020-10-11 05:20:00,094 - mmaction - INFO - Epoch [7][2900/3520] lr: 7.500e-03, eta: 1 day, 17:53:03, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7250, loss_cls: 2.2322, loss: 2.2322, grad_norm: 6.5593 2020-10-11 05:20:20,099 - mmaction - INFO - Epoch [7][2920/3520] lr: 7.500e-03, eta: 1 day, 17:52:44, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7271, loss_cls: 2.3623, loss: 2.3623, grad_norm: 6.7539 2020-10-11 05:20:40,411 - mmaction - INFO - Epoch [7][2940/3520] lr: 7.500e-03, eta: 1 day, 17:52:28, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7073, loss_cls: 2.2925, loss: 2.2925, grad_norm: 6.6934 2020-10-11 05:21:00,478 - mmaction - INFO - Epoch [7][2960/3520] lr: 7.500e-03, eta: 1 day, 17:52:09, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7146, loss_cls: 2.3285, loss: 2.3285, grad_norm: 6.3895 2020-10-11 05:21:21,430 - mmaction - INFO - Epoch [7][2980/3520] lr: 7.500e-03, eta: 1 day, 17:51:56, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7063, loss_cls: 2.2870, loss: 2.2870, grad_norm: 6.5398 2020-10-11 05:21:40,574 - mmaction - INFO - Epoch [7][3000/3520] lr: 7.500e-03, eta: 1 day, 17:51:32, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.4333, top5_acc: 0.6969, loss_cls: 2.3600, loss: 2.3600, grad_norm: 6.5120 2020-10-11 05:22:00,496 - mmaction - INFO - Epoch [7][3020/3520] lr: 7.500e-03, eta: 1 day, 17:51:12, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6875, loss_cls: 2.4456, loss: 2.4456, grad_norm: 6.1567 2020-10-11 05:22:21,154 - mmaction - INFO - Epoch [7][3040/3520] lr: 7.500e-03, eta: 1 day, 17:50:58, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.3852, loss: 2.3852, grad_norm: 6.6842 2020-10-11 05:22:40,797 - mmaction - INFO - Epoch [7][3060/3520] lr: 7.500e-03, eta: 1 day, 17:50:37, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7010, loss_cls: 2.3762, loss: 2.3762, grad_norm: 6.3518 2020-10-11 05:23:00,736 - mmaction - INFO - Epoch [7][3080/3520] lr: 7.500e-03, eta: 1 day, 17:50:18, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7187, loss_cls: 2.3160, loss: 2.3160, grad_norm: 6.2876 2020-10-11 05:23:20,711 - mmaction - INFO - Epoch [7][3100/3520] lr: 7.500e-03, eta: 1 day, 17:49:59, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7229, loss_cls: 2.3044, loss: 2.3044, grad_norm: 6.6834 2020-10-11 05:23:39,929 - mmaction - INFO - Epoch [7][3120/3520] lr: 7.500e-03, eta: 1 day, 17:49:35, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7240, loss_cls: 2.2793, loss: 2.2793, grad_norm: 6.4414 2020-10-11 05:23:59,883 - mmaction - INFO - Epoch [7][3140/3520] lr: 7.500e-03, eta: 1 day, 17:49:15, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.4208, top5_acc: 0.6969, loss_cls: 2.3936, loss: 2.3936, grad_norm: 6.3892 2020-10-11 05:24:20,159 - mmaction - INFO - Epoch [7][3160/3520] lr: 7.500e-03, eta: 1 day, 17:48:59, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7167, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.2651 2020-10-11 05:24:40,441 - mmaction - INFO - Epoch [7][3180/3520] lr: 7.500e-03, eta: 1 day, 17:48:41, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7135, loss_cls: 2.3206, loss: 2.3206, grad_norm: 6.4181 2020-10-11 05:24:59,455 - mmaction - INFO - Epoch [7][3200/3520] lr: 7.500e-03, eta: 1 day, 17:48:16, time: 0.947, data_time: 0.004, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7302, loss_cls: 2.2989, loss: 2.2989, grad_norm: 6.1940 2020-10-11 05:25:20,134 - mmaction - INFO - Epoch [7][3220/3520] lr: 7.500e-03, eta: 1 day, 17:48:02, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7104, loss_cls: 2.3010, loss: 2.3010, grad_norm: 6.7708 2020-10-11 05:25:40,228 - mmaction - INFO - Epoch [7][3240/3520] lr: 7.500e-03, eta: 1 day, 17:47:43, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7479, loss_cls: 2.2304, loss: 2.2304, grad_norm: 6.4435 2020-10-11 05:26:00,090 - mmaction - INFO - Epoch [7][3260/3520] lr: 7.500e-03, eta: 1 day, 17:47:23, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7188, loss_cls: 2.3504, loss: 2.3504, grad_norm: 6.8766 2020-10-11 05:26:20,535 - mmaction - INFO - Epoch [7][3280/3520] lr: 7.500e-03, eta: 1 day, 17:47:07, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7000, loss_cls: 2.4112, loss: 2.4112, grad_norm: 6.4339 2020-10-11 05:26:41,062 - mmaction - INFO - Epoch [7][3300/3520] lr: 7.500e-03, eta: 1 day, 17:46:52, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.4135, top5_acc: 0.6823, loss_cls: 2.4484, loss: 2.4484, grad_norm: 6.3397 2020-10-11 05:27:00,056 - mmaction - INFO - Epoch [7][3320/3520] lr: 7.500e-03, eta: 1 day, 17:46:27, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7115, loss_cls: 2.3434, loss: 2.3434, grad_norm: 6.5456 2020-10-11 05:27:20,103 - mmaction - INFO - Epoch [7][3340/3520] lr: 7.500e-03, eta: 1 day, 17:46:08, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7344, loss_cls: 2.2179, loss: 2.2179, grad_norm: 6.2572 2020-10-11 05:27:41,012 - mmaction - INFO - Epoch [7][3360/3520] lr: 7.500e-03, eta: 1 day, 17:45:55, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7146, loss_cls: 2.3230, loss: 2.3230, grad_norm: 6.4472 2020-10-11 05:28:00,251 - mmaction - INFO - Epoch [7][3380/3520] lr: 7.500e-03, eta: 1 day, 17:45:31, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3546, loss: 2.3546, grad_norm: 6.4038 2020-10-11 05:28:21,092 - mmaction - INFO - Epoch [7][3400/3520] lr: 7.500e-03, eta: 1 day, 17:45:18, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.6979, loss_cls: 2.3597, loss: 2.3597, grad_norm: 6.5932 2020-10-11 05:28:40,946 - mmaction - INFO - Epoch [7][3420/3520] lr: 7.500e-03, eta: 1 day, 17:44:58, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6958, loss_cls: 2.3316, loss: 2.3316, grad_norm: 6.6878 2020-10-11 05:29:01,398 - mmaction - INFO - Epoch [7][3440/3520] lr: 7.500e-03, eta: 1 day, 17:44:42, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7115, loss_cls: 2.3312, loss: 2.3312, grad_norm: 6.3745 2020-10-11 05:29:23,391 - mmaction - INFO - Epoch [7][3460/3520] lr: 7.500e-03, eta: 1 day, 17:44:35, time: 1.096, data_time: 0.007, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7312, loss_cls: 2.2617, loss: 2.2617, grad_norm: 6.8832 2020-10-11 05:29:42,323 - mmaction - INFO - Epoch [7][3480/3520] lr: 7.500e-03, eta: 1 day, 17:44:10, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7052, loss_cls: 2.3509, loss: 2.3509, grad_norm: 6.6941 2020-10-11 05:30:02,173 - mmaction - INFO - Epoch [7][3500/3520] lr: 7.500e-03, eta: 1 day, 17:43:49, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7188, loss_cls: 2.3417, loss: 2.3417, grad_norm: 6.7949 2020-10-11 05:30:21,236 - mmaction - INFO - Epoch [7][3520/3520] lr: 7.500e-03, eta: 1 day, 17:43:25, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.4098, top5_acc: 0.7054, loss_cls: 2.3759, loss: 2.3759, grad_norm: 6.6915 2020-10-11 05:30:21,622 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-10-11 05:30:56,674 - mmaction - INFO - Epoch [8][20/3520] lr: 7.500e-03, eta: 1 day, 17:44:34, time: 1.717, data_time: 0.723, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7187, loss_cls: 2.2403, loss: 2.2403, grad_norm: 6.3696 2020-10-11 05:31:14,458 - mmaction - INFO - Epoch [8][40/3520] lr: 7.500e-03, eta: 1 day, 17:44:02, time: 0.890, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7156, loss_cls: 2.2364, loss: 2.2364, grad_norm: 6.4804 2020-10-11 05:31:34,478 - mmaction - INFO - Epoch [8][60/3520] lr: 7.500e-03, eta: 1 day, 17:43:43, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7365, loss_cls: 2.1894, loss: 2.1894, grad_norm: 6.7536 2020-10-11 05:31:54,110 - mmaction - INFO - Epoch [8][80/3520] lr: 7.500e-03, eta: 1 day, 17:43:21, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7219, loss_cls: 2.2642, loss: 2.2642, grad_norm: 6.3594 2020-10-11 05:32:13,296 - mmaction - INFO - Epoch [8][100/3520] lr: 7.500e-03, eta: 1 day, 17:42:58, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6854, loss_cls: 2.3887, loss: 2.3887, grad_norm: 6.7129 2020-10-11 05:32:33,566 - mmaction - INFO - Epoch [8][120/3520] lr: 7.500e-03, eta: 1 day, 17:42:40, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7125, loss_cls: 2.3763, loss: 2.3763, grad_norm: 6.9041 2020-10-11 05:32:52,891 - mmaction - INFO - Epoch [8][140/3520] lr: 7.500e-03, eta: 1 day, 17:42:17, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.2427, loss: 2.2427, grad_norm: 6.4464 2020-10-11 05:33:13,244 - mmaction - INFO - Epoch [8][160/3520] lr: 7.500e-03, eta: 1 day, 17:42:00, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7354, loss_cls: 2.2237, loss: 2.2237, grad_norm: 6.5735 2020-10-11 05:33:33,885 - mmaction - INFO - Epoch [8][180/3520] lr: 7.500e-03, eta: 1 day, 17:41:45, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7313, loss_cls: 2.2402, loss: 2.2402, grad_norm: 6.6070 2020-10-11 05:33:53,360 - mmaction - INFO - Epoch [8][200/3520] lr: 7.500e-03, eta: 1 day, 17:41:23, time: 0.977, data_time: 0.008, memory: 10390, top1_acc: 0.4177, top5_acc: 0.6948, loss_cls: 2.3967, loss: 2.3967, grad_norm: 6.5196 2020-10-11 05:34:13,117 - mmaction - INFO - Epoch [8][220/3520] lr: 7.500e-03, eta: 1 day, 17:41:02, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.6844, loss_cls: 2.3596, loss: 2.3596, grad_norm: 6.3502 2020-10-11 05:34:33,941 - mmaction - INFO - Epoch [8][240/3520] lr: 7.500e-03, eta: 1 day, 17:40:48, time: 1.043, data_time: 0.008, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7229, loss_cls: 2.2479, loss: 2.2479, grad_norm: 6.4936 2020-10-11 05:34:54,805 - mmaction - INFO - Epoch [8][260/3520] lr: 7.500e-03, eta: 1 day, 17:40:35, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7531, loss_cls: 2.1702, loss: 2.1702, grad_norm: 6.5677 2020-10-11 05:35:15,309 - mmaction - INFO - Epoch [8][280/3520] lr: 7.500e-03, eta: 1 day, 17:40:19, time: 1.026, data_time: 0.008, memory: 10390, top1_acc: 0.4354, top5_acc: 0.6917, loss_cls: 2.3809, loss: 2.3809, grad_norm: 6.7960 2020-10-11 05:35:34,621 - mmaction - INFO - Epoch [8][300/3520] lr: 7.500e-03, eta: 1 day, 17:39:56, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7125, loss_cls: 2.3400, loss: 2.3400, grad_norm: 6.6678 2020-10-11 05:35:54,744 - mmaction - INFO - Epoch [8][320/3520] lr: 7.500e-03, eta: 1 day, 17:39:37, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7177, loss_cls: 2.3277, loss: 2.3277, grad_norm: 6.3701 2020-10-11 05:36:15,512 - mmaction - INFO - Epoch [8][340/3520] lr: 7.500e-03, eta: 1 day, 17:39:23, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7115, loss_cls: 2.2976, loss: 2.2976, grad_norm: 6.3783 2020-10-11 05:36:35,622 - mmaction - INFO - Epoch [8][360/3520] lr: 7.500e-03, eta: 1 day, 17:39:05, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7375, loss_cls: 2.2064, loss: 2.2064, grad_norm: 6.6644 2020-10-11 05:36:56,005 - mmaction - INFO - Epoch [8][380/3520] lr: 7.500e-03, eta: 1 day, 17:38:48, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7281, loss_cls: 2.2540, loss: 2.2540, grad_norm: 6.5541 2020-10-11 05:37:16,728 - mmaction - INFO - Epoch [8][400/3520] lr: 7.500e-03, eta: 1 day, 17:38:33, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7260, loss_cls: 2.1681, loss: 2.1681, grad_norm: 6.3008 2020-10-11 05:37:36,463 - mmaction - INFO - Epoch [8][420/3520] lr: 7.500e-03, eta: 1 day, 17:38:13, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7094, loss_cls: 2.2977, loss: 2.2977, grad_norm: 6.4210 2020-10-11 05:37:57,547 - mmaction - INFO - Epoch [8][440/3520] lr: 7.500e-03, eta: 1 day, 17:38:00, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7365, loss_cls: 2.2401, loss: 2.2401, grad_norm: 6.6174 2020-10-11 05:38:17,569 - mmaction - INFO - Epoch [8][460/3520] lr: 7.500e-03, eta: 1 day, 17:37:41, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7406, loss_cls: 2.2031, loss: 2.2031, grad_norm: 6.5864 2020-10-11 05:38:37,455 - mmaction - INFO - Epoch [8][480/3520] lr: 7.500e-03, eta: 1 day, 17:37:22, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4229, top5_acc: 0.6948, loss_cls: 2.3956, loss: 2.3956, grad_norm: 6.5947 2020-10-11 05:38:58,203 - mmaction - INFO - Epoch [8][500/3520] lr: 7.500e-03, eta: 1 day, 17:37:07, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7240, loss_cls: 2.2938, loss: 2.2938, grad_norm: 6.4784 2020-10-11 05:39:18,858 - mmaction - INFO - Epoch [8][520/3520] lr: 7.500e-03, eta: 1 day, 17:36:52, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7073, loss_cls: 2.3268, loss: 2.3268, grad_norm: 6.4929 2020-10-11 05:39:38,503 - mmaction - INFO - Epoch [8][540/3520] lr: 7.500e-03, eta: 1 day, 17:36:31, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7208, loss_cls: 2.2981, loss: 2.2981, grad_norm: 6.7261 2020-10-11 05:39:58,396 - mmaction - INFO - Epoch [8][560/3520] lr: 7.500e-03, eta: 1 day, 17:36:11, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.3175, loss: 2.3175, grad_norm: 6.6851 2020-10-11 05:40:19,079 - mmaction - INFO - Epoch [8][580/3520] lr: 7.500e-03, eta: 1 day, 17:35:56, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7094, loss_cls: 2.3071, loss: 2.3071, grad_norm: 6.5571 2020-10-11 05:40:39,904 - mmaction - INFO - Epoch [8][600/3520] lr: 7.500e-03, eta: 1 day, 17:35:42, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7479, loss_cls: 2.2688, loss: 2.2688, grad_norm: 6.6718 2020-10-11 05:40:59,417 - mmaction - INFO - Epoch [8][620/3520] lr: 7.500e-03, eta: 1 day, 17:35:20, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7073, loss_cls: 2.3168, loss: 2.3168, grad_norm: 6.5583 2020-10-11 05:41:19,847 - mmaction - INFO - Epoch [8][640/3520] lr: 7.500e-03, eta: 1 day, 17:35:04, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7125, loss_cls: 2.2882, loss: 2.2882, grad_norm: 6.5885 2020-10-11 05:41:39,838 - mmaction - INFO - Epoch [8][660/3520] lr: 7.500e-03, eta: 1 day, 17:34:44, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7083, loss_cls: 2.3480, loss: 2.3480, grad_norm: 6.5272 2020-10-11 05:42:00,955 - mmaction - INFO - Epoch [8][680/3520] lr: 7.500e-03, eta: 1 day, 17:34:32, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7167, loss_cls: 2.3219, loss: 2.3219, grad_norm: 6.5360 2020-10-11 05:42:20,748 - mmaction - INFO - Epoch [8][700/3520] lr: 7.500e-03, eta: 1 day, 17:34:12, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7240, loss_cls: 2.2032, loss: 2.2032, grad_norm: 6.4431 2020-10-11 05:42:41,964 - mmaction - INFO - Epoch [8][720/3520] lr: 7.500e-03, eta: 1 day, 17:34:00, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7292, loss_cls: 2.2444, loss: 2.2444, grad_norm: 6.8525 2020-10-11 05:43:01,852 - mmaction - INFO - Epoch [8][740/3520] lr: 7.500e-03, eta: 1 day, 17:33:40, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7229, loss_cls: 2.3082, loss: 2.3082, grad_norm: 6.6845 2020-10-11 05:43:21,925 - mmaction - INFO - Epoch [8][760/3520] lr: 7.500e-03, eta: 1 day, 17:33:21, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7219, loss_cls: 2.2687, loss: 2.2687, grad_norm: 6.5548 2020-10-11 05:43:42,698 - mmaction - INFO - Epoch [8][780/3520] lr: 7.500e-03, eta: 1 day, 17:33:07, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7240, loss_cls: 2.2607, loss: 2.2607, grad_norm: 6.4461 2020-10-11 05:44:02,721 - mmaction - INFO - Epoch [8][800/3520] lr: 7.500e-03, eta: 1 day, 17:32:48, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7073, loss_cls: 2.3824, loss: 2.3824, grad_norm: 6.6559 2020-10-11 05:44:22,557 - mmaction - INFO - Epoch [8][820/3520] lr: 7.500e-03, eta: 1 day, 17:32:28, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7125, loss_cls: 2.2563, loss: 2.2563, grad_norm: 6.4406 2020-10-11 05:44:43,366 - mmaction - INFO - Epoch [8][840/3520] lr: 7.500e-03, eta: 1 day, 17:32:14, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7396, loss_cls: 2.2297, loss: 2.2297, grad_norm: 6.4917 2020-10-11 05:45:02,707 - mmaction - INFO - Epoch [8][860/3520] lr: 7.500e-03, eta: 1 day, 17:31:51, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7240, loss_cls: 2.2841, loss: 2.2841, grad_norm: 6.6003 2020-10-11 05:45:23,053 - mmaction - INFO - Epoch [8][880/3520] lr: 7.500e-03, eta: 1 day, 17:31:33, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7229, loss_cls: 2.2579, loss: 2.2579, grad_norm: 6.5968 2020-10-11 05:45:43,242 - mmaction - INFO - Epoch [8][900/3520] lr: 7.500e-03, eta: 1 day, 17:31:15, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7396, loss_cls: 2.2314, loss: 2.2314, grad_norm: 6.5410 2020-10-11 05:46:03,198 - mmaction - INFO - Epoch [8][920/3520] lr: 7.500e-03, eta: 1 day, 17:30:56, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7146, loss_cls: 2.3394, loss: 2.3394, grad_norm: 6.6609 2020-10-11 05:46:23,804 - mmaction - INFO - Epoch [8][940/3520] lr: 7.500e-03, eta: 1 day, 17:30:41, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7344, loss_cls: 2.2584, loss: 2.2584, grad_norm: 6.4365 2020-10-11 05:46:43,833 - mmaction - INFO - Epoch [8][960/3520] lr: 7.500e-03, eta: 1 day, 17:30:22, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7219, loss_cls: 2.3442, loss: 2.3442, grad_norm: 6.7513 2020-10-11 05:47:04,083 - mmaction - INFO - Epoch [8][980/3520] lr: 7.500e-03, eta: 1 day, 17:30:04, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7427, loss_cls: 2.2004, loss: 2.2004, grad_norm: 6.6655 2020-10-11 05:47:24,651 - mmaction - INFO - Epoch [8][1000/3520] lr: 7.500e-03, eta: 1 day, 17:29:48, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.4417, top5_acc: 0.6990, loss_cls: 2.3515, loss: 2.3515, grad_norm: 6.8497 2020-10-11 05:47:45,781 - mmaction - INFO - Epoch [8][1020/3520] lr: 7.500e-03, eta: 1 day, 17:29:36, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7417, loss_cls: 2.2513, loss: 2.2513, grad_norm: 6.7406 2020-10-11 05:48:06,398 - mmaction - INFO - Epoch [8][1040/3520] lr: 7.500e-03, eta: 1 day, 17:29:20, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7146, loss_cls: 2.2832, loss: 2.2832, grad_norm: 6.5769 2020-10-11 05:48:26,888 - mmaction - INFO - Epoch [8][1060/3520] lr: 7.500e-03, eta: 1 day, 17:29:04, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7198, loss_cls: 2.3172, loss: 2.3172, grad_norm: 6.5248 2020-10-11 05:48:46,912 - mmaction - INFO - Epoch [8][1080/3520] lr: 7.500e-03, eta: 1 day, 17:28:45, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7437, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.2815 2020-10-11 05:49:06,813 - mmaction - INFO - Epoch [8][1100/3520] lr: 7.500e-03, eta: 1 day, 17:28:25, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7208, loss_cls: 2.3168, loss: 2.3168, grad_norm: 6.6017 2020-10-11 05:49:27,696 - mmaction - INFO - Epoch [8][1120/3520] lr: 7.500e-03, eta: 1 day, 17:28:11, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7260, loss_cls: 2.2315, loss: 2.2315, grad_norm: 6.5177 2020-10-11 05:49:48,318 - mmaction - INFO - Epoch [8][1140/3520] lr: 7.500e-03, eta: 1 day, 17:27:56, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7365, loss_cls: 2.2450, loss: 2.2450, grad_norm: 6.9147 2020-10-11 05:50:07,844 - mmaction - INFO - Epoch [8][1160/3520] lr: 7.500e-03, eta: 1 day, 17:27:34, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7344, loss_cls: 2.1932, loss: 2.1932, grad_norm: 6.5440 2020-10-11 05:50:28,947 - mmaction - INFO - Epoch [8][1180/3520] lr: 7.500e-03, eta: 1 day, 17:27:21, time: 1.054, data_time: 0.004, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6917, loss_cls: 2.4846, loss: 2.4846, grad_norm: 6.7582 2020-10-11 05:50:48,935 - mmaction - INFO - Epoch [8][1200/3520] lr: 7.500e-03, eta: 1 day, 17:27:02, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7240, loss_cls: 2.3368, loss: 2.3368, grad_norm: 6.4297 2020-10-11 05:51:10,204 - mmaction - INFO - Epoch [8][1220/3520] lr: 7.500e-03, eta: 1 day, 17:26:50, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7156, loss_cls: 2.2531, loss: 2.2531, grad_norm: 6.5064 2020-10-11 05:51:30,489 - mmaction - INFO - Epoch [8][1240/3520] lr: 7.500e-03, eta: 1 day, 17:26:33, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7229, loss_cls: 2.2532, loss: 2.2532, grad_norm: 6.6064 2020-10-11 05:51:49,798 - mmaction - INFO - Epoch [8][1260/3520] lr: 7.500e-03, eta: 1 day, 17:26:10, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7208, loss_cls: 2.2503, loss: 2.2503, grad_norm: 6.7809 2020-10-11 05:52:09,492 - mmaction - INFO - Epoch [8][1280/3520] lr: 7.500e-03, eta: 1 day, 17:25:48, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7344, loss_cls: 2.2220, loss: 2.2220, grad_norm: 6.6048 2020-10-11 05:52:29,449 - mmaction - INFO - Epoch [8][1300/3520] lr: 7.500e-03, eta: 1 day, 17:25:29, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7271, loss_cls: 2.2982, loss: 2.2982, grad_norm: 6.5339 2020-10-11 05:52:49,149 - mmaction - INFO - Epoch [8][1320/3520] lr: 7.500e-03, eta: 1 day, 17:25:08, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6771, loss_cls: 2.4887, loss: 2.4887, grad_norm: 7.0535 2020-10-11 05:53:09,017 - mmaction - INFO - Epoch [8][1340/3520] lr: 7.500e-03, eta: 1 day, 17:24:48, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7198, loss_cls: 2.2944, loss: 2.2944, grad_norm: 6.4577 2020-10-11 05:53:29,099 - mmaction - INFO - Epoch [8][1360/3520] lr: 7.500e-03, eta: 1 day, 17:24:30, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.4365, top5_acc: 0.6979, loss_cls: 2.3772, loss: 2.3772, grad_norm: 6.6196 2020-10-11 05:53:48,938 - mmaction - INFO - Epoch [8][1380/3520] lr: 7.500e-03, eta: 1 day, 17:24:10, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7260, loss_cls: 2.3013, loss: 2.3013, grad_norm: 6.1981 2020-10-11 05:54:08,895 - mmaction - INFO - Epoch [8][1400/3520] lr: 7.500e-03, eta: 1 day, 17:23:50, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.2574, loss: 2.2574, grad_norm: 6.4427 2020-10-11 05:54:28,510 - mmaction - INFO - Epoch [8][1420/3520] lr: 7.500e-03, eta: 1 day, 17:23:29, time: 0.982, data_time: 0.008, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7073, loss_cls: 2.3929, loss: 2.3929, grad_norm: 6.5811 2020-10-11 05:54:48,357 - mmaction - INFO - Epoch [8][1440/3520] lr: 7.500e-03, eta: 1 day, 17:23:09, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7271, loss_cls: 2.2649, loss: 2.2649, grad_norm: 6.4840 2020-10-11 05:55:08,056 - mmaction - INFO - Epoch [8][1460/3520] lr: 7.500e-03, eta: 1 day, 17:22:47, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7240, loss_cls: 2.2104, loss: 2.2104, grad_norm: 6.6853 2020-10-11 05:55:28,117 - mmaction - INFO - Epoch [8][1480/3520] lr: 7.500e-03, eta: 1 day, 17:22:29, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7281, loss_cls: 2.3355, loss: 2.3355, grad_norm: 6.6680 2020-10-11 05:55:47,927 - mmaction - INFO - Epoch [8][1500/3520] lr: 7.500e-03, eta: 1 day, 17:22:09, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7323, loss_cls: 2.2449, loss: 2.2449, grad_norm: 6.6522 2020-10-11 05:56:08,145 - mmaction - INFO - Epoch [8][1520/3520] lr: 7.500e-03, eta: 1 day, 17:21:51, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7167, loss_cls: 2.2591, loss: 2.2591, grad_norm: 6.5267 2020-10-11 05:56:27,819 - mmaction - INFO - Epoch [8][1540/3520] lr: 7.500e-03, eta: 1 day, 17:21:30, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4312, top5_acc: 0.7302, loss_cls: 2.2882, loss: 2.2882, grad_norm: 6.7341 2020-10-11 05:56:47,799 - mmaction - INFO - Epoch [8][1560/3520] lr: 7.500e-03, eta: 1 day, 17:21:11, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7177, loss_cls: 2.3022, loss: 2.3022, grad_norm: 6.6796 2020-10-11 05:57:07,855 - mmaction - INFO - Epoch [8][1580/3520] lr: 7.500e-03, eta: 1 day, 17:20:52, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7198, loss_cls: 2.2973, loss: 2.2973, grad_norm: 6.6137 2020-10-11 05:57:27,314 - mmaction - INFO - Epoch [8][1600/3520] lr: 7.500e-03, eta: 1 day, 17:20:29, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7260, loss_cls: 2.2953, loss: 2.2953, grad_norm: 6.6459 2020-10-11 05:57:46,764 - mmaction - INFO - Epoch [8][1620/3520] lr: 7.500e-03, eta: 1 day, 17:20:07, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7031, loss_cls: 2.3656, loss: 2.3656, grad_norm: 6.6410 2020-10-11 05:58:06,450 - mmaction - INFO - Epoch [8][1640/3520] lr: 7.500e-03, eta: 1 day, 17:19:46, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7240, loss_cls: 2.2646, loss: 2.2646, grad_norm: 6.6222 2020-10-11 05:58:26,301 - mmaction - INFO - Epoch [8][1660/3520] lr: 7.500e-03, eta: 1 day, 17:19:26, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7177, loss_cls: 2.2664, loss: 2.2664, grad_norm: 6.3828 2020-10-11 05:58:45,824 - mmaction - INFO - Epoch [8][1680/3520] lr: 7.500e-03, eta: 1 day, 17:19:04, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7219, loss_cls: 2.2833, loss: 2.2833, grad_norm: 6.6655 2020-10-11 05:59:05,470 - mmaction - INFO - Epoch [8][1700/3520] lr: 7.500e-03, eta: 1 day, 17:18:43, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7313, loss_cls: 2.2693, loss: 2.2693, grad_norm: 6.8870 2020-10-11 05:59:25,214 - mmaction - INFO - Epoch [8][1720/3520] lr: 7.500e-03, eta: 1 day, 17:18:23, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7542, loss_cls: 2.2533, loss: 2.2533, grad_norm: 6.8968 2020-10-11 05:59:45,005 - mmaction - INFO - Epoch [8][1740/3520] lr: 7.500e-03, eta: 1 day, 17:18:02, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7125, loss_cls: 2.3271, loss: 2.3271, grad_norm: 6.5942 2020-10-11 06:00:05,631 - mmaction - INFO - Epoch [8][1760/3520] lr: 7.500e-03, eta: 1 day, 17:17:45, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7135, loss_cls: 2.3386, loss: 2.3386, grad_norm: 6.4433 2020-10-11 06:00:25,302 - mmaction - INFO - Epoch [8][1780/3520] lr: 7.500e-03, eta: 1 day, 17:17:25, time: 0.997, data_time: 0.032, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7208, loss_cls: 2.3248, loss: 2.3248, grad_norm: 6.4039 2020-10-11 06:00:44,959 - mmaction - INFO - Epoch [8][1800/3520] lr: 7.500e-03, eta: 1 day, 17:17:04, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7271, loss_cls: 2.2514, loss: 2.2514, grad_norm: 6.5485 2020-10-11 06:01:04,482 - mmaction - INFO - Epoch [8][1820/3520] lr: 7.500e-03, eta: 1 day, 17:16:42, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7135, loss_cls: 2.3959, loss: 2.3959, grad_norm: 6.9686 2020-10-11 06:01:24,116 - mmaction - INFO - Epoch [8][1840/3520] lr: 7.500e-03, eta: 1 day, 17:16:21, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.3321, loss: 2.3321, grad_norm: 6.5588 2020-10-11 06:01:44,298 - mmaction - INFO - Epoch [8][1860/3520] lr: 7.500e-03, eta: 1 day, 17:16:03, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7156, loss_cls: 2.2882, loss: 2.2882, grad_norm: 6.3671 2020-10-11 06:02:03,704 - mmaction - INFO - Epoch [8][1880/3520] lr: 7.500e-03, eta: 1 day, 17:15:40, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7260, loss_cls: 2.2442, loss: 2.2442, grad_norm: 6.5451 2020-10-11 06:02:23,307 - mmaction - INFO - Epoch [8][1900/3520] lr: 7.500e-03, eta: 1 day, 17:15:19, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7042, loss_cls: 2.3115, loss: 2.3115, grad_norm: 6.3334 2020-10-11 06:02:43,301 - mmaction - INFO - Epoch [8][1920/3520] lr: 7.500e-03, eta: 1 day, 17:15:00, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7073, loss_cls: 2.2984, loss: 2.2984, grad_norm: 6.3668 2020-10-11 06:03:03,270 - mmaction - INFO - Epoch [8][1940/3520] lr: 7.500e-03, eta: 1 day, 17:14:41, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7292, loss_cls: 2.2112, loss: 2.2112, grad_norm: 6.5648 2020-10-11 06:03:22,715 - mmaction - INFO - Epoch [8][1960/3520] lr: 7.500e-03, eta: 1 day, 17:14:18, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7500, loss_cls: 2.1514, loss: 2.1514, grad_norm: 6.7126 2020-10-11 06:03:42,746 - mmaction - INFO - Epoch [8][1980/3520] lr: 7.500e-03, eta: 1 day, 17:13:59, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7135, loss_cls: 2.3391, loss: 2.3391, grad_norm: 6.5380 2020-10-11 06:04:02,277 - mmaction - INFO - Epoch [8][2000/3520] lr: 7.500e-03, eta: 1 day, 17:13:37, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7167, loss_cls: 2.3894, loss: 2.3894, grad_norm: 6.7729 2020-10-11 06:04:22,866 - mmaction - INFO - Epoch [8][2020/3520] lr: 7.500e-03, eta: 1 day, 17:13:22, time: 1.031, data_time: 0.008, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7396, loss_cls: 2.2146, loss: 2.2146, grad_norm: 6.5476 2020-10-11 06:04:42,622 - mmaction - INFO - Epoch [8][2040/3520] lr: 7.500e-03, eta: 1 day, 17:13:01, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7125, loss_cls: 2.2901, loss: 2.2901, grad_norm: 6.3516 2020-10-11 06:05:01,969 - mmaction - INFO - Epoch [8][2060/3520] lr: 7.500e-03, eta: 1 day, 17:12:38, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7229, loss_cls: 2.2435, loss: 2.2435, grad_norm: 6.6419 2020-10-11 06:05:22,174 - mmaction - INFO - Epoch [8][2080/3520] lr: 7.500e-03, eta: 1 day, 17:12:20, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7240, loss_cls: 2.3054, loss: 2.3054, grad_norm: 6.4553 2020-10-11 06:05:41,948 - mmaction - INFO - Epoch [8][2100/3520] lr: 7.500e-03, eta: 1 day, 17:12:00, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7271, loss_cls: 2.2699, loss: 2.2699, grad_norm: 6.6536 2020-10-11 06:06:01,694 - mmaction - INFO - Epoch [8][2120/3520] lr: 7.500e-03, eta: 1 day, 17:11:39, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7198, loss_cls: 2.3307, loss: 2.3307, grad_norm: 6.5049 2020-10-11 06:06:21,225 - mmaction - INFO - Epoch [8][2140/3520] lr: 7.500e-03, eta: 1 day, 17:11:17, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7385, loss_cls: 2.2516, loss: 2.2516, grad_norm: 6.8494 2020-10-11 06:06:40,735 - mmaction - INFO - Epoch [8][2160/3520] lr: 7.500e-03, eta: 1 day, 17:10:56, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3550, loss: 2.3550, grad_norm: 6.6794 2020-10-11 06:07:00,207 - mmaction - INFO - Epoch [8][2180/3520] lr: 7.500e-03, eta: 1 day, 17:10:33, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6938, loss_cls: 2.4071, loss: 2.4071, grad_norm: 6.5539 2020-10-11 06:07:20,112 - mmaction - INFO - Epoch [8][2200/3520] lr: 7.500e-03, eta: 1 day, 17:10:14, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7323, loss_cls: 2.2795, loss: 2.2795, grad_norm: 6.5411 2020-10-11 06:07:39,434 - mmaction - INFO - Epoch [8][2220/3520] lr: 7.500e-03, eta: 1 day, 17:09:51, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7063, loss_cls: 2.3542, loss: 2.3542, grad_norm: 6.6059 2020-10-11 06:07:59,188 - mmaction - INFO - Epoch [8][2240/3520] lr: 7.500e-03, eta: 1 day, 17:09:30, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7219, loss_cls: 2.1951, loss: 2.1951, grad_norm: 6.1404 2020-10-11 06:08:19,261 - mmaction - INFO - Epoch [8][2260/3520] lr: 7.500e-03, eta: 1 day, 17:09:12, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7302, loss_cls: 2.2111, loss: 2.2111, grad_norm: 6.4654 2020-10-11 06:08:38,411 - mmaction - INFO - Epoch [8][2280/3520] lr: 7.500e-03, eta: 1 day, 17:08:48, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7365, loss_cls: 2.1904, loss: 2.1904, grad_norm: 6.6082 2020-10-11 06:08:58,408 - mmaction - INFO - Epoch [8][2300/3520] lr: 7.500e-03, eta: 1 day, 17:08:28, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7385, loss_cls: 2.2122, loss: 2.2122, grad_norm: 7.0113 2020-10-11 06:09:18,124 - mmaction - INFO - Epoch [8][2320/3520] lr: 7.500e-03, eta: 1 day, 17:08:08, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.4052, top5_acc: 0.7271, loss_cls: 2.3784, loss: 2.3784, grad_norm: 6.6589 2020-10-11 06:09:37,431 - mmaction - INFO - Epoch [8][2340/3520] lr: 7.500e-03, eta: 1 day, 17:07:45, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7135, loss_cls: 2.3684, loss: 2.3684, grad_norm: 6.6045 2020-10-11 06:09:56,982 - mmaction - INFO - Epoch [8][2360/3520] lr: 7.500e-03, eta: 1 day, 17:07:23, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7229, loss_cls: 2.2578, loss: 2.2578, grad_norm: 6.4413 2020-10-11 06:10:16,654 - mmaction - INFO - Epoch [8][2380/3520] lr: 7.500e-03, eta: 1 day, 17:07:02, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7323, loss_cls: 2.2273, loss: 2.2273, grad_norm: 6.4236 2020-10-11 06:10:36,070 - mmaction - INFO - Epoch [8][2400/3520] lr: 7.500e-03, eta: 1 day, 17:06:40, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.2636, loss: 2.2636, grad_norm: 6.1275 2020-10-11 06:10:55,620 - mmaction - INFO - Epoch [8][2420/3520] lr: 7.500e-03, eta: 1 day, 17:06:18, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7271, loss_cls: 2.2155, loss: 2.2155, grad_norm: 6.5149 2020-10-11 06:11:15,088 - mmaction - INFO - Epoch [8][2440/3520] lr: 7.500e-03, eta: 1 day, 17:05:56, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7229, loss_cls: 2.2885, loss: 2.2885, grad_norm: 6.6305 2020-10-11 06:11:34,592 - mmaction - INFO - Epoch [8][2460/3520] lr: 7.500e-03, eta: 1 day, 17:05:34, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7375, loss_cls: 2.2089, loss: 2.2089, grad_norm: 6.3954 2020-10-11 06:11:54,027 - mmaction - INFO - Epoch [8][2480/3520] lr: 7.500e-03, eta: 1 day, 17:05:12, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7292, loss_cls: 2.2376, loss: 2.2376, grad_norm: 6.9317 2020-10-11 06:12:13,630 - mmaction - INFO - Epoch [8][2500/3520] lr: 7.500e-03, eta: 1 day, 17:04:51, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7292, loss_cls: 2.2585, loss: 2.2585, grad_norm: 6.5371 2020-10-11 06:12:33,448 - mmaction - INFO - Epoch [8][2520/3520] lr: 7.500e-03, eta: 1 day, 17:04:30, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7021, loss_cls: 2.3500, loss: 2.3500, grad_norm: 6.5266 2020-10-11 06:12:53,002 - mmaction - INFO - Epoch [8][2540/3520] lr: 7.500e-03, eta: 1 day, 17:04:09, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7271, loss_cls: 2.2844, loss: 2.2844, grad_norm: 6.4420 2020-10-11 06:13:12,597 - mmaction - INFO - Epoch [8][2560/3520] lr: 7.500e-03, eta: 1 day, 17:03:47, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.2445, loss: 2.2445, grad_norm: 6.5351 2020-10-11 06:13:31,812 - mmaction - INFO - Epoch [8][2580/3520] lr: 7.500e-03, eta: 1 day, 17:03:24, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7146, loss_cls: 2.3568, loss: 2.3568, grad_norm: 6.5689 2020-10-11 06:13:51,598 - mmaction - INFO - Epoch [8][2600/3520] lr: 7.500e-03, eta: 1 day, 17:03:04, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7187, loss_cls: 2.2857, loss: 2.2857, grad_norm: 6.3649 2020-10-11 06:14:12,322 - mmaction - INFO - Epoch [8][2620/3520] lr: 7.500e-03, eta: 1 day, 17:02:49, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7427, loss_cls: 2.1773, loss: 2.1773, grad_norm: 6.8283 2020-10-11 06:14:32,022 - mmaction - INFO - Epoch [8][2640/3520] lr: 7.500e-03, eta: 1 day, 17:02:28, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7104, loss_cls: 2.2961, loss: 2.2961, grad_norm: 6.7263 2020-10-11 06:14:51,487 - mmaction - INFO - Epoch [8][2660/3520] lr: 7.500e-03, eta: 1 day, 17:02:06, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7229, loss_cls: 2.3713, loss: 2.3713, grad_norm: 6.6260 2020-10-11 06:15:10,918 - mmaction - INFO - Epoch [8][2680/3520] lr: 7.500e-03, eta: 1 day, 17:01:43, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.4354, top5_acc: 0.6990, loss_cls: 2.3505, loss: 2.3505, grad_norm: 6.8634 2020-10-11 06:15:30,488 - mmaction - INFO - Epoch [8][2700/3520] lr: 7.500e-03, eta: 1 day, 17:01:22, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.3041, loss: 2.3041, grad_norm: 6.3236 2020-10-11 06:15:51,399 - mmaction - INFO - Epoch [8][2720/3520] lr: 7.500e-03, eta: 1 day, 17:01:07, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.4323, top5_acc: 0.6979, loss_cls: 2.2989, loss: 2.2989, grad_norm: 6.5701 2020-10-11 06:16:10,846 - mmaction - INFO - Epoch [8][2740/3520] lr: 7.500e-03, eta: 1 day, 17:00:45, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7104, loss_cls: 2.3126, loss: 2.3126, grad_norm: 6.5666 2020-10-11 06:16:30,131 - mmaction - INFO - Epoch [8][2760/3520] lr: 7.500e-03, eta: 1 day, 17:00:22, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7260, loss_cls: 2.2272, loss: 2.2272, grad_norm: 6.5790 2020-10-11 06:16:49,938 - mmaction - INFO - Epoch [8][2780/3520] lr: 7.500e-03, eta: 1 day, 17:00:02, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7177, loss_cls: 2.2864, loss: 2.2864, grad_norm: 6.5512 2020-10-11 06:17:09,447 - mmaction - INFO - Epoch [8][2800/3520] lr: 7.500e-03, eta: 1 day, 16:59:40, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7250, loss_cls: 2.2895, loss: 2.2895, grad_norm: 6.3258 2020-10-11 06:17:28,788 - mmaction - INFO - Epoch [8][2820/3520] lr: 7.500e-03, eta: 1 day, 16:59:18, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7396, loss_cls: 2.2176, loss: 2.2176, grad_norm: 6.3900 2020-10-11 06:17:48,545 - mmaction - INFO - Epoch [8][2840/3520] lr: 7.500e-03, eta: 1 day, 16:58:57, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7208, loss_cls: 2.2606, loss: 2.2606, grad_norm: 6.6205 2020-10-11 06:18:07,780 - mmaction - INFO - Epoch [8][2860/3520] lr: 7.500e-03, eta: 1 day, 16:58:34, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7417, loss_cls: 2.2638, loss: 2.2638, grad_norm: 6.2952 2020-10-11 06:18:28,275 - mmaction - INFO - Epoch [8][2880/3520] lr: 7.500e-03, eta: 1 day, 16:58:18, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7167, loss_cls: 2.3467, loss: 2.3467, grad_norm: 6.8265 2020-10-11 06:18:47,596 - mmaction - INFO - Epoch [8][2900/3520] lr: 7.500e-03, eta: 1 day, 16:57:55, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7281, loss_cls: 2.2190, loss: 2.2190, grad_norm: 6.6897 2020-10-11 06:19:06,898 - mmaction - INFO - Epoch [8][2920/3520] lr: 7.500e-03, eta: 1 day, 16:57:31, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6927, loss_cls: 2.4086, loss: 2.4086, grad_norm: 6.5314 2020-10-11 06:19:26,163 - mmaction - INFO - Epoch [8][2940/3520] lr: 7.500e-03, eta: 1 day, 16:57:09, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7312, loss_cls: 2.2580, loss: 2.2580, grad_norm: 6.6479 2020-10-11 06:19:46,395 - mmaction - INFO - Epoch [8][2960/3520] lr: 7.500e-03, eta: 1 day, 16:56:51, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7208, loss_cls: 2.2698, loss: 2.2698, grad_norm: 7.2231 2020-10-11 06:20:06,000 - mmaction - INFO - Epoch [8][2980/3520] lr: 7.500e-03, eta: 1 day, 16:56:30, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7063, loss_cls: 2.3303, loss: 2.3303, grad_norm: 6.6828 2020-10-11 06:20:25,470 - mmaction - INFO - Epoch [8][3000/3520] lr: 7.500e-03, eta: 1 day, 16:56:07, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7125, loss_cls: 2.3682, loss: 2.3682, grad_norm: 6.6416 2020-10-11 06:20:45,202 - mmaction - INFO - Epoch [8][3020/3520] lr: 7.500e-03, eta: 1 day, 16:55:47, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7323, loss_cls: 2.2367, loss: 2.2367, grad_norm: 7.4381 2020-10-11 06:21:04,745 - mmaction - INFO - Epoch [8][3040/3520] lr: 7.500e-03, eta: 1 day, 16:55:25, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7135, loss_cls: 2.3292, loss: 2.3292, grad_norm: 6.7956 2020-10-11 06:21:25,431 - mmaction - INFO - Epoch [8][3060/3520] lr: 7.500e-03, eta: 1 day, 16:55:10, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7312, loss_cls: 2.2187, loss: 2.2187, grad_norm: 6.4081 2020-10-11 06:21:45,465 - mmaction - INFO - Epoch [8][3080/3520] lr: 7.500e-03, eta: 1 day, 16:54:51, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7000, loss_cls: 2.4001, loss: 2.4001, grad_norm: 6.6239 2020-10-11 06:22:06,209 - mmaction - INFO - Epoch [8][3100/3520] lr: 7.500e-03, eta: 1 day, 16:54:36, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7000, loss_cls: 2.3371, loss: 2.3371, grad_norm: 7.0161 2020-10-11 06:22:26,536 - mmaction - INFO - Epoch [8][3120/3520] lr: 7.500e-03, eta: 1 day, 16:54:18, time: 1.017, data_time: 0.008, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7219, loss_cls: 2.2738, loss: 2.2738, grad_norm: 6.5352 2020-10-11 06:22:46,229 - mmaction - INFO - Epoch [8][3140/3520] lr: 7.500e-03, eta: 1 day, 16:53:57, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7198, loss_cls: 2.2492, loss: 2.2492, grad_norm: 6.3936 2020-10-11 06:23:06,046 - mmaction - INFO - Epoch [8][3160/3520] lr: 7.500e-03, eta: 1 day, 16:53:37, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7458, loss_cls: 2.1042, loss: 2.1042, grad_norm: 6.2989 2020-10-11 06:23:26,198 - mmaction - INFO - Epoch [8][3180/3520] lr: 7.500e-03, eta: 1 day, 16:53:19, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7260, loss_cls: 2.2689, loss: 2.2689, grad_norm: 6.6508 2020-10-11 06:23:45,757 - mmaction - INFO - Epoch [8][3200/3520] lr: 7.500e-03, eta: 1 day, 16:52:57, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7208, loss_cls: 2.3121, loss: 2.3121, grad_norm: 6.5121 2020-10-11 06:24:06,972 - mmaction - INFO - Epoch [8][3220/3520] lr: 7.500e-03, eta: 1 day, 16:52:45, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6937, loss_cls: 2.3696, loss: 2.3696, grad_norm: 6.5589 2020-10-11 06:24:27,491 - mmaction - INFO - Epoch [8][3240/3520] lr: 7.500e-03, eta: 1 day, 16:52:28, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7385, loss_cls: 2.1916, loss: 2.1916, grad_norm: 6.6314 2020-10-11 06:24:47,862 - mmaction - INFO - Epoch [8][3260/3520] lr: 7.500e-03, eta: 1 day, 16:52:11, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7344, loss_cls: 2.2699, loss: 2.2699, grad_norm: 6.8254 2020-10-11 06:25:07,137 - mmaction - INFO - Epoch [8][3280/3520] lr: 7.500e-03, eta: 1 day, 16:51:48, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7198, loss_cls: 2.2561, loss: 2.2561, grad_norm: 6.6939 2020-10-11 06:25:28,060 - mmaction - INFO - Epoch [8][3300/3520] lr: 7.500e-03, eta: 1 day, 16:51:34, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7313, loss_cls: 2.3566, loss: 2.3566, grad_norm: 6.7333 2020-10-11 06:25:47,773 - mmaction - INFO - Epoch [8][3320/3520] lr: 7.500e-03, eta: 1 day, 16:51:13, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7406, loss_cls: 2.1813, loss: 2.1813, grad_norm: 6.5775 2020-10-11 06:26:06,855 - mmaction - INFO - Epoch [8][3340/3520] lr: 7.500e-03, eta: 1 day, 16:50:49, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7094, loss_cls: 2.2715, loss: 2.2715, grad_norm: 6.5571 2020-10-11 06:26:26,693 - mmaction - INFO - Epoch [8][3360/3520] lr: 7.500e-03, eta: 1 day, 16:50:29, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7458, loss_cls: 2.1881, loss: 2.1881, grad_norm: 6.3600 2020-10-11 06:26:46,608 - mmaction - INFO - Epoch [8][3380/3520] lr: 7.500e-03, eta: 1 day, 16:50:09, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7292, loss_cls: 2.2536, loss: 2.2536, grad_norm: 6.5860 2020-10-11 06:27:06,615 - mmaction - INFO - Epoch [8][3400/3520] lr: 7.500e-03, eta: 1 day, 16:49:50, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7042, loss_cls: 2.3249, loss: 2.3249, grad_norm: 6.5904 2020-10-11 06:27:26,692 - mmaction - INFO - Epoch [8][3420/3520] lr: 7.500e-03, eta: 1 day, 16:49:32, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7198, loss_cls: 2.4075, loss: 2.4075, grad_norm: 6.6782 2020-10-11 06:27:45,801 - mmaction - INFO - Epoch [8][3440/3520] lr: 7.500e-03, eta: 1 day, 16:49:07, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7115, loss_cls: 2.2617, loss: 2.2617, grad_norm: 6.4911 2020-10-11 06:28:06,747 - mmaction - INFO - Epoch [8][3460/3520] lr: 7.500e-03, eta: 1 day, 16:48:53, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7135, loss_cls: 2.2963, loss: 2.2963, grad_norm: 6.3847 2020-10-11 06:28:25,634 - mmaction - INFO - Epoch [8][3480/3520] lr: 7.500e-03, eta: 1 day, 16:48:28, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7167, loss_cls: 2.2991, loss: 2.2991, grad_norm: 6.7159 2020-10-11 06:28:45,276 - mmaction - INFO - Epoch [8][3500/3520] lr: 7.500e-03, eta: 1 day, 16:48:07, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7260, loss_cls: 2.3384, loss: 2.3384, grad_norm: 6.6344 2020-10-11 06:29:03,664 - mmaction - INFO - Epoch [8][3520/3520] lr: 7.500e-03, eta: 1 day, 16:47:40, time: 0.918, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7424, loss_cls: 2.2276, loss: 2.2276, grad_norm: 6.6368 2020-10-11 06:29:04,083 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-11 06:29:39,635 - mmaction - INFO - Epoch [9][20/3520] lr: 7.500e-03, eta: 1 day, 16:48:39, time: 1.748, data_time: 0.762, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7219, loss_cls: 2.2640, loss: 2.2640, grad_norm: 6.2896 2020-10-11 06:29:57,244 - mmaction - INFO - Epoch [9][40/3520] lr: 7.500e-03, eta: 1 day, 16:48:08, time: 0.884, data_time: 0.007, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7229, loss_cls: 2.3012, loss: 2.3012, grad_norm: 6.6865 2020-10-11 06:30:17,221 - mmaction - INFO - Epoch [9][60/3520] lr: 7.500e-03, eta: 1 day, 16:47:48, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7448, loss_cls: 2.1263, loss: 2.1263, grad_norm: 6.4048 2020-10-11 06:30:36,252 - mmaction - INFO - Epoch [9][80/3520] lr: 7.500e-03, eta: 1 day, 16:47:24, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.1954, loss: 2.1954, grad_norm: 6.3477 2020-10-11 06:30:56,498 - mmaction - INFO - Epoch [9][100/3520] lr: 7.500e-03, eta: 1 day, 16:47:06, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.1637, loss: 2.1637, grad_norm: 6.4415 2020-10-11 06:31:15,944 - mmaction - INFO - Epoch [9][120/3520] lr: 7.500e-03, eta: 1 day, 16:46:44, time: 0.974, data_time: 0.009, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7208, loss_cls: 2.2686, loss: 2.2686, grad_norm: 6.7234 2020-10-11 06:31:34,952 - mmaction - INFO - Epoch [9][140/3520] lr: 7.500e-03, eta: 1 day, 16:46:19, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7396, loss_cls: 2.1595, loss: 2.1595, grad_norm: 6.6689 2020-10-11 06:31:54,187 - mmaction - INFO - Epoch [9][160/3520] lr: 7.500e-03, eta: 1 day, 16:45:56, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7135, loss_cls: 2.2831, loss: 2.2831, grad_norm: 6.6665 2020-10-11 06:32:13,428 - mmaction - INFO - Epoch [9][180/3520] lr: 7.500e-03, eta: 1 day, 16:45:33, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7344, loss_cls: 2.2536, loss: 2.2536, grad_norm: 6.7567 2020-10-11 06:32:33,633 - mmaction - INFO - Epoch [9][200/3520] lr: 7.500e-03, eta: 1 day, 16:45:14, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7188, loss_cls: 2.2697, loss: 2.2697, grad_norm: 6.4580 2020-10-11 06:32:52,886 - mmaction - INFO - Epoch [9][220/3520] lr: 7.500e-03, eta: 1 day, 16:44:52, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7396, loss_cls: 2.1972, loss: 2.1972, grad_norm: 6.3834 2020-10-11 06:33:11,991 - mmaction - INFO - Epoch [9][240/3520] lr: 7.500e-03, eta: 1 day, 16:44:28, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7250, loss_cls: 2.2039, loss: 2.2039, grad_norm: 6.6081 2020-10-11 06:33:32,177 - mmaction - INFO - Epoch [9][260/3520] lr: 7.500e-03, eta: 1 day, 16:44:09, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7250, loss_cls: 2.2993, loss: 2.2993, grad_norm: 6.6538 2020-10-11 06:33:51,279 - mmaction - INFO - Epoch [9][280/3520] lr: 7.500e-03, eta: 1 day, 16:43:46, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7302, loss_cls: 2.2665, loss: 2.2665, grad_norm: 6.6572 2020-10-11 06:34:10,695 - mmaction - INFO - Epoch [9][300/3520] lr: 7.500e-03, eta: 1 day, 16:43:23, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7073, loss_cls: 2.3220, loss: 2.3220, grad_norm: 6.4981 2020-10-11 06:34:30,245 - mmaction - INFO - Epoch [9][320/3520] lr: 7.500e-03, eta: 1 day, 16:43:02, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7448, loss_cls: 2.1794, loss: 2.1794, grad_norm: 6.5898 2020-10-11 06:34:49,521 - mmaction - INFO - Epoch [9][340/3520] lr: 7.500e-03, eta: 1 day, 16:42:39, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7448, loss_cls: 2.1872, loss: 2.1872, grad_norm: 6.7118 2020-10-11 06:35:09,273 - mmaction - INFO - Epoch [9][360/3520] lr: 7.500e-03, eta: 1 day, 16:42:18, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7104, loss_cls: 2.2934, loss: 2.2934, grad_norm: 6.4353 2020-10-11 06:35:28,763 - mmaction - INFO - Epoch [9][380/3520] lr: 7.500e-03, eta: 1 day, 16:41:56, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7187, loss_cls: 2.2571, loss: 2.2571, grad_norm: 6.5805 2020-10-11 06:35:47,979 - mmaction - INFO - Epoch [9][400/3520] lr: 7.500e-03, eta: 1 day, 16:41:33, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7500, loss_cls: 2.1866, loss: 2.1866, grad_norm: 6.7591 2020-10-11 06:36:07,192 - mmaction - INFO - Epoch [9][420/3520] lr: 7.500e-03, eta: 1 day, 16:41:10, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7427, loss_cls: 2.1915, loss: 2.1915, grad_norm: 6.7794 2020-10-11 06:36:26,869 - mmaction - INFO - Epoch [9][440/3520] lr: 7.500e-03, eta: 1 day, 16:40:49, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7438, loss_cls: 2.2161, loss: 2.2161, grad_norm: 6.7785 2020-10-11 06:36:45,813 - mmaction - INFO - Epoch [9][460/3520] lr: 7.500e-03, eta: 1 day, 16:40:25, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7323, loss_cls: 2.2307, loss: 2.2307, grad_norm: 6.6701 2020-10-11 06:37:05,876 - mmaction - INFO - Epoch [9][480/3520] lr: 7.500e-03, eta: 1 day, 16:40:05, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7479, loss_cls: 2.1196, loss: 2.1196, grad_norm: 6.5268 2020-10-11 06:37:25,297 - mmaction - INFO - Epoch [9][500/3520] lr: 7.500e-03, eta: 1 day, 16:39:43, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7323, loss_cls: 2.1066, loss: 2.1066, grad_norm: 6.5755 2020-10-11 06:37:44,773 - mmaction - INFO - Epoch [9][520/3520] lr: 7.500e-03, eta: 1 day, 16:39:22, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7104, loss_cls: 2.2714, loss: 2.2714, grad_norm: 6.8845 2020-10-11 06:38:04,148 - mmaction - INFO - Epoch [9][540/3520] lr: 7.500e-03, eta: 1 day, 16:38:59, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7167, loss_cls: 2.2988, loss: 2.2988, grad_norm: 6.9816 2020-10-11 06:38:23,574 - mmaction - INFO - Epoch [9][560/3520] lr: 7.500e-03, eta: 1 day, 16:38:37, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7344, loss_cls: 2.2369, loss: 2.2369, grad_norm: 6.4395 2020-10-11 06:38:42,883 - mmaction - INFO - Epoch [9][580/3520] lr: 7.500e-03, eta: 1 day, 16:38:14, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7188, loss_cls: 2.3121, loss: 2.3121, grad_norm: 7.0196 2020-10-11 06:39:02,592 - mmaction - INFO - Epoch [9][600/3520] lr: 7.500e-03, eta: 1 day, 16:37:54, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7250, loss_cls: 2.2957, loss: 2.2957, grad_norm: 6.9314 2020-10-11 06:39:22,009 - mmaction - INFO - Epoch [9][620/3520] lr: 7.500e-03, eta: 1 day, 16:37:31, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7125, loss_cls: 2.2444, loss: 2.2444, grad_norm: 6.5987 2020-10-11 06:39:41,147 - mmaction - INFO - Epoch [9][640/3520] lr: 7.500e-03, eta: 1 day, 16:37:08, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7375, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.6668 2020-10-11 06:40:00,631 - mmaction - INFO - Epoch [9][660/3520] lr: 7.500e-03, eta: 1 day, 16:36:46, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7135, loss_cls: 2.2317, loss: 2.2317, grad_norm: 6.3724 2020-10-11 06:40:20,092 - mmaction - INFO - Epoch [9][680/3520] lr: 7.500e-03, eta: 1 day, 16:36:24, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7271, loss_cls: 2.1750, loss: 2.1750, grad_norm: 6.6744 2020-10-11 06:40:40,272 - mmaction - INFO - Epoch [9][700/3520] lr: 7.500e-03, eta: 1 day, 16:36:06, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7250, loss_cls: 2.3194, loss: 2.3194, grad_norm: 6.8973 2020-10-11 06:41:00,053 - mmaction - INFO - Epoch [9][720/3520] lr: 7.500e-03, eta: 1 day, 16:35:45, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7385, loss_cls: 2.2117, loss: 2.2117, grad_norm: 6.6112 2020-10-11 06:41:20,218 - mmaction - INFO - Epoch [9][740/3520] lr: 7.500e-03, eta: 1 day, 16:35:27, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7542, loss_cls: 2.1701, loss: 2.1701, grad_norm: 6.6254 2020-10-11 06:41:40,426 - mmaction - INFO - Epoch [9][760/3520] lr: 7.500e-03, eta: 1 day, 16:35:09, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7438, loss_cls: 2.1447, loss: 2.1447, grad_norm: 6.7106 2020-10-11 06:41:59,564 - mmaction - INFO - Epoch [9][780/3520] lr: 7.500e-03, eta: 1 day, 16:34:45, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7427, loss_cls: 2.2337, loss: 2.2337, grad_norm: 6.7316 2020-10-11 06:42:21,646 - mmaction - INFO - Epoch [9][800/3520] lr: 7.500e-03, eta: 1 day, 16:34:37, time: 1.105, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7250, loss_cls: 2.2790, loss: 2.2790, grad_norm: 6.4016 2020-10-11 06:42:39,975 - mmaction - INFO - Epoch [9][820/3520] lr: 7.500e-03, eta: 1 day, 16:34:09, time: 0.916, data_time: 0.004, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7219, loss_cls: 2.2474, loss: 2.2474, grad_norm: 6.9107 2020-10-11 06:42:59,240 - mmaction - INFO - Epoch [9][840/3520] lr: 7.500e-03, eta: 1 day, 16:33:46, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7365, loss_cls: 2.2026, loss: 2.2026, grad_norm: 6.7761 2020-10-11 06:43:18,626 - mmaction - INFO - Epoch [9][860/3520] lr: 7.500e-03, eta: 1 day, 16:33:24, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7083, loss_cls: 2.3511, loss: 2.3511, grad_norm: 6.6150 2020-10-11 06:43:38,567 - mmaction - INFO - Epoch [9][880/3520] lr: 7.500e-03, eta: 1 day, 16:33:04, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7271, loss_cls: 2.2559, loss: 2.2559, grad_norm: 6.3177 2020-10-11 06:43:59,298 - mmaction - INFO - Epoch [9][900/3520] lr: 7.500e-03, eta: 1 day, 16:32:48, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7115, loss_cls: 2.2897, loss: 2.2897, grad_norm: 6.6983 2020-10-11 06:44:18,465 - mmaction - INFO - Epoch [9][920/3520] lr: 7.500e-03, eta: 1 day, 16:32:25, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7458, loss_cls: 2.1917, loss: 2.1917, grad_norm: 6.7171 2020-10-11 06:44:39,292 - mmaction - INFO - Epoch [9][940/3520] lr: 7.500e-03, eta: 1 day, 16:32:10, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6979, loss_cls: 2.3895, loss: 2.3895, grad_norm: 6.7937 2020-10-11 06:44:59,462 - mmaction - INFO - Epoch [9][960/3520] lr: 7.500e-03, eta: 1 day, 16:31:52, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7010, loss_cls: 2.4204, loss: 2.4204, grad_norm: 6.7051 2020-10-11 06:45:19,354 - mmaction - INFO - Epoch [9][980/3520] lr: 7.500e-03, eta: 1 day, 16:31:32, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7333, loss_cls: 2.2453, loss: 2.2453, grad_norm: 6.5646 2020-10-11 06:45:39,680 - mmaction - INFO - Epoch [9][1000/3520] lr: 7.500e-03, eta: 1 day, 16:31:15, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7323, loss_cls: 2.1969, loss: 2.1969, grad_norm: 6.5611 2020-10-11 06:45:59,466 - mmaction - INFO - Epoch [9][1020/3520] lr: 7.500e-03, eta: 1 day, 16:30:54, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7469, loss_cls: 2.1506, loss: 2.1506, grad_norm: 6.5493 2020-10-11 06:46:19,601 - mmaction - INFO - Epoch [9][1040/3520] lr: 7.500e-03, eta: 1 day, 16:30:36, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7438, loss_cls: 2.2418, loss: 2.2418, grad_norm: 6.5624 2020-10-11 06:46:39,613 - mmaction - INFO - Epoch [9][1060/3520] lr: 7.500e-03, eta: 1 day, 16:30:17, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7240, loss_cls: 2.2645, loss: 2.2645, grad_norm: 6.5078 2020-10-11 06:46:59,785 - mmaction - INFO - Epoch [9][1080/3520] lr: 7.500e-03, eta: 1 day, 16:29:58, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7365, loss_cls: 2.1995, loss: 2.1995, grad_norm: 6.3743 2020-10-11 06:47:19,824 - mmaction - INFO - Epoch [9][1100/3520] lr: 7.500e-03, eta: 1 day, 16:29:39, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7333, loss_cls: 2.2180, loss: 2.2180, grad_norm: 6.7921 2020-10-11 06:47:39,737 - mmaction - INFO - Epoch [9][1120/3520] lr: 7.500e-03, eta: 1 day, 16:29:20, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7688, loss_cls: 2.0830, loss: 2.0830, grad_norm: 6.5657 2020-10-11 06:48:01,182 - mmaction - INFO - Epoch [9][1140/3520] lr: 7.500e-03, eta: 1 day, 16:29:08, time: 1.070, data_time: 0.004, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7458, loss_cls: 2.1659, loss: 2.1659, grad_norm: 6.9076 2020-10-11 06:48:22,130 - mmaction - INFO - Epoch [9][1160/3520] lr: 7.500e-03, eta: 1 day, 16:28:53, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7208, loss_cls: 2.2999, loss: 2.2999, grad_norm: 6.6394 2020-10-11 06:48:42,590 - mmaction - INFO - Epoch [9][1180/3520] lr: 7.500e-03, eta: 1 day, 16:28:36, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7344, loss_cls: 2.2360, loss: 2.2360, grad_norm: 6.6344 2020-10-11 06:49:01,783 - mmaction - INFO - Epoch [9][1200/3520] lr: 7.500e-03, eta: 1 day, 16:28:13, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7375, loss_cls: 2.2922, loss: 2.2922, grad_norm: 6.7195 2020-10-11 06:49:21,207 - mmaction - INFO - Epoch [9][1220/3520] lr: 7.500e-03, eta: 1 day, 16:27:51, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.3937, top5_acc: 0.6917, loss_cls: 2.4716, loss: 2.4716, grad_norm: 6.8857 2020-10-11 06:49:41,420 - mmaction - INFO - Epoch [9][1240/3520] lr: 7.500e-03, eta: 1 day, 16:27:33, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7333, loss_cls: 2.2481, loss: 2.2481, grad_norm: 6.5788 2020-10-11 06:50:02,089 - mmaction - INFO - Epoch [9][1260/3520] lr: 7.500e-03, eta: 1 day, 16:27:17, time: 1.032, data_time: 0.004, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7448, loss_cls: 2.1862, loss: 2.1862, grad_norm: 6.4953 2020-10-11 06:50:22,561 - mmaction - INFO - Epoch [9][1280/3520] lr: 7.500e-03, eta: 1 day, 16:27:00, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7187, loss_cls: 2.2829, loss: 2.2829, grad_norm: 6.4733 2020-10-11 06:50:42,560 - mmaction - INFO - Epoch [9][1300/3520] lr: 7.500e-03, eta: 1 day, 16:26:41, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7521, loss_cls: 2.2552, loss: 2.2552, grad_norm: 6.5575 2020-10-11 06:51:03,132 - mmaction - INFO - Epoch [9][1320/3520] lr: 7.500e-03, eta: 1 day, 16:26:24, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7646, loss_cls: 2.1773, loss: 2.1773, grad_norm: 6.7294 2020-10-11 06:51:23,084 - mmaction - INFO - Epoch [9][1340/3520] lr: 7.500e-03, eta: 1 day, 16:26:05, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7135, loss_cls: 2.3504, loss: 2.3504, grad_norm: 6.5895 2020-10-11 06:51:43,114 - mmaction - INFO - Epoch [9][1360/3520] lr: 7.500e-03, eta: 1 day, 16:25:46, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7125, loss_cls: 2.2832, loss: 2.2832, grad_norm: 6.7972 2020-10-11 06:52:04,449 - mmaction - INFO - Epoch [9][1380/3520] lr: 7.500e-03, eta: 1 day, 16:25:33, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7219, loss_cls: 2.2376, loss: 2.2376, grad_norm: 6.4354 2020-10-11 06:52:24,137 - mmaction - INFO - Epoch [9][1400/3520] lr: 7.500e-03, eta: 1 day, 16:25:12, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7042, loss_cls: 2.3207, loss: 2.3207, grad_norm: 6.7192 2020-10-11 06:52:44,440 - mmaction - INFO - Epoch [9][1420/3520] lr: 7.500e-03, eta: 1 day, 16:24:55, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7385, loss_cls: 2.1840, loss: 2.1840, grad_norm: 6.5564 2020-10-11 06:53:04,818 - mmaction - INFO - Epoch [9][1440/3520] lr: 7.500e-03, eta: 1 day, 16:24:37, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7365, loss_cls: 2.2415, loss: 2.2415, grad_norm: 6.7426 2020-10-11 06:53:24,897 - mmaction - INFO - Epoch [9][1460/3520] lr: 7.500e-03, eta: 1 day, 16:24:18, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3217, loss: 2.3217, grad_norm: 6.6138 2020-10-11 06:53:46,202 - mmaction - INFO - Epoch [9][1480/3520] lr: 7.500e-03, eta: 1 day, 16:24:06, time: 1.065, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7302, loss_cls: 2.2196, loss: 2.2196, grad_norm: 6.4895 2020-10-11 06:54:05,355 - mmaction - INFO - Epoch [9][1500/3520] lr: 7.500e-03, eta: 1 day, 16:23:42, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7490, loss_cls: 2.1611, loss: 2.1611, grad_norm: 6.6814 2020-10-11 06:54:25,253 - mmaction - INFO - Epoch [9][1520/3520] lr: 7.500e-03, eta: 1 day, 16:23:22, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7448, loss_cls: 2.1717, loss: 2.1717, grad_norm: 6.5864 2020-10-11 06:54:45,091 - mmaction - INFO - Epoch [9][1540/3520] lr: 7.500e-03, eta: 1 day, 16:23:02, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7302, loss_cls: 2.2443, loss: 2.2443, grad_norm: 6.3987 2020-10-11 06:55:06,187 - mmaction - INFO - Epoch [9][1560/3520] lr: 7.500e-03, eta: 1 day, 16:22:48, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7438, loss_cls: 2.1499, loss: 2.1499, grad_norm: 6.4549 2020-10-11 06:55:25,928 - mmaction - INFO - Epoch [9][1580/3520] lr: 7.500e-03, eta: 1 day, 16:22:28, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7146, loss_cls: 2.3250, loss: 2.3250, grad_norm: 6.7426 2020-10-11 06:55:45,425 - mmaction - INFO - Epoch [9][1600/3520] lr: 7.500e-03, eta: 1 day, 16:22:06, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7448, loss_cls: 2.2295, loss: 2.2295, grad_norm: 6.6670 2020-10-11 06:56:05,283 - mmaction - INFO - Epoch [9][1620/3520] lr: 7.500e-03, eta: 1 day, 16:21:46, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7510, loss_cls: 2.1907, loss: 2.1907, grad_norm: 6.8643 2020-10-11 06:56:25,411 - mmaction - INFO - Epoch [9][1640/3520] lr: 7.500e-03, eta: 1 day, 16:21:28, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7458, loss_cls: 2.1977, loss: 2.1977, grad_norm: 6.6447 2020-10-11 06:56:45,682 - mmaction - INFO - Epoch [9][1660/3520] lr: 7.500e-03, eta: 1 day, 16:21:10, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7323, loss_cls: 2.1798, loss: 2.1798, grad_norm: 6.4738 2020-10-11 06:57:05,312 - mmaction - INFO - Epoch [9][1680/3520] lr: 7.500e-03, eta: 1 day, 16:20:48, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7271, loss_cls: 2.2386, loss: 2.2386, grad_norm: 6.7549 2020-10-11 06:57:25,166 - mmaction - INFO - Epoch [9][1700/3520] lr: 7.500e-03, eta: 1 day, 16:20:29, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7375, loss_cls: 2.2001, loss: 2.2001, grad_norm: 6.6154 2020-10-11 06:57:45,021 - mmaction - INFO - Epoch [9][1720/3520] lr: 7.500e-03, eta: 1 day, 16:20:09, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6990, loss_cls: 2.4028, loss: 2.4028, grad_norm: 6.9508 2020-10-11 06:58:05,641 - mmaction - INFO - Epoch [9][1740/3520] lr: 7.500e-03, eta: 1 day, 16:19:52, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7333, loss_cls: 2.2723, loss: 2.2723, grad_norm: 6.6141 2020-10-11 06:58:25,194 - mmaction - INFO - Epoch [9][1760/3520] lr: 7.500e-03, eta: 1 day, 16:19:31, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7260, loss_cls: 2.2794, loss: 2.2794, grad_norm: 6.8053 2020-10-11 06:58:45,193 - mmaction - INFO - Epoch [9][1780/3520] lr: 7.500e-03, eta: 1 day, 16:19:12, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7167, loss_cls: 2.2685, loss: 2.2685, grad_norm: 6.7418 2020-10-11 06:59:06,154 - mmaction - INFO - Epoch [9][1800/3520] lr: 7.500e-03, eta: 1 day, 16:18:57, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7240, loss_cls: 2.2566, loss: 2.2566, grad_norm: 6.8960 2020-10-11 06:59:25,271 - mmaction - INFO - Epoch [9][1820/3520] lr: 7.500e-03, eta: 1 day, 16:18:34, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7385, loss_cls: 2.1587, loss: 2.1587, grad_norm: 6.6172 2020-10-11 06:59:45,494 - mmaction - INFO - Epoch [9][1840/3520] lr: 7.500e-03, eta: 1 day, 16:18:15, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7792, loss_cls: 2.0933, loss: 2.0933, grad_norm: 7.2642 2020-10-11 07:00:06,877 - mmaction - INFO - Epoch [9][1860/3520] lr: 7.500e-03, eta: 1 day, 16:18:02, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7198, loss_cls: 2.3047, loss: 2.3047, grad_norm: 6.5413 2020-10-11 07:00:26,559 - mmaction - INFO - Epoch [9][1880/3520] lr: 7.500e-03, eta: 1 day, 16:17:42, time: 0.985, data_time: 0.008, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7187, loss_cls: 2.2897, loss: 2.2897, grad_norm: 6.5933 2020-10-11 07:00:46,740 - mmaction - INFO - Epoch [9][1900/3520] lr: 7.500e-03, eta: 1 day, 16:17:24, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7292, loss_cls: 2.2823, loss: 2.2823, grad_norm: 6.7736 2020-10-11 07:01:06,396 - mmaction - INFO - Epoch [9][1920/3520] lr: 7.500e-03, eta: 1 day, 16:17:02, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7156, loss_cls: 2.3534, loss: 2.3534, grad_norm: 7.0370 2020-10-11 07:01:26,501 - mmaction - INFO - Epoch [9][1940/3520] lr: 7.500e-03, eta: 1 day, 16:16:44, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7302, loss_cls: 2.2445, loss: 2.2445, grad_norm: 6.7725 2020-10-11 07:01:46,745 - mmaction - INFO - Epoch [9][1960/3520] lr: 7.500e-03, eta: 1 day, 16:16:26, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7427, loss_cls: 2.2175, loss: 2.2175, grad_norm: 6.1916 2020-10-11 07:02:06,675 - mmaction - INFO - Epoch [9][1980/3520] lr: 7.500e-03, eta: 1 day, 16:16:06, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7323, loss_cls: 2.1952, loss: 2.1952, grad_norm: 6.5854 2020-10-11 07:02:26,490 - mmaction - INFO - Epoch [9][2000/3520] lr: 7.500e-03, eta: 1 day, 16:15:46, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7333, loss_cls: 2.2416, loss: 2.2416, grad_norm: 6.3734 2020-10-11 07:02:47,507 - mmaction - INFO - Epoch [9][2020/3520] lr: 7.500e-03, eta: 1 day, 16:15:32, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7323, loss_cls: 2.2366, loss: 2.2366, grad_norm: 6.9362 2020-10-11 07:03:06,937 - mmaction - INFO - Epoch [9][2040/3520] lr: 7.500e-03, eta: 1 day, 16:15:10, time: 0.971, data_time: 0.003, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7083, loss_cls: 2.3627, loss: 2.3627, grad_norm: 6.5502 2020-10-11 07:03:26,623 - mmaction - INFO - Epoch [9][2060/3520] lr: 7.500e-03, eta: 1 day, 16:14:49, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7354, loss_cls: 2.2148, loss: 2.2148, grad_norm: 6.6784 2020-10-11 07:03:46,466 - mmaction - INFO - Epoch [9][2080/3520] lr: 7.500e-03, eta: 1 day, 16:14:29, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7156, loss_cls: 2.2929, loss: 2.2929, grad_norm: 6.8634 2020-10-11 07:04:06,528 - mmaction - INFO - Epoch [9][2100/3520] lr: 7.500e-03, eta: 1 day, 16:14:10, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7208, loss_cls: 2.2472, loss: 2.2472, grad_norm: 6.5973 2020-10-11 07:04:26,946 - mmaction - INFO - Epoch [9][2120/3520] lr: 7.500e-03, eta: 1 day, 16:13:52, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7333, loss_cls: 2.2721, loss: 2.2721, grad_norm: 6.9848 2020-10-11 07:04:46,920 - mmaction - INFO - Epoch [9][2140/3520] lr: 7.500e-03, eta: 1 day, 16:13:33, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7344, loss_cls: 2.1939, loss: 2.1939, grad_norm: 6.5830 2020-10-11 07:05:06,588 - mmaction - INFO - Epoch [9][2160/3520] lr: 7.500e-03, eta: 1 day, 16:13:12, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7396, loss_cls: 2.1874, loss: 2.1874, grad_norm: 6.8259 2020-10-11 07:05:26,947 - mmaction - INFO - Epoch [9][2180/3520] lr: 7.500e-03, eta: 1 day, 16:12:54, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7188, loss_cls: 2.2940, loss: 2.2940, grad_norm: 7.0152 2020-10-11 07:05:48,442 - mmaction - INFO - Epoch [9][2200/3520] lr: 7.500e-03, eta: 1 day, 16:12:42, time: 1.077, data_time: 0.007, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7146, loss_cls: 2.3100, loss: 2.3100, grad_norm: 6.7772 2020-10-11 07:06:09,725 - mmaction - INFO - Epoch [9][2220/3520] lr: 7.500e-03, eta: 1 day, 16:12:29, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7063, loss_cls: 2.3080, loss: 2.3080, grad_norm: 7.0346 2020-10-11 07:06:29,381 - mmaction - INFO - Epoch [9][2240/3520] lr: 7.500e-03, eta: 1 day, 16:12:08, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7417, loss_cls: 2.2154, loss: 2.2154, grad_norm: 6.4299 2020-10-11 07:06:49,375 - mmaction - INFO - Epoch [9][2260/3520] lr: 7.500e-03, eta: 1 day, 16:11:49, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7406, loss_cls: 2.2498, loss: 2.2498, grad_norm: 6.6039 2020-10-11 07:07:09,261 - mmaction - INFO - Epoch [9][2280/3520] lr: 7.500e-03, eta: 1 day, 16:11:29, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7438, loss_cls: 2.0799, loss: 2.0799, grad_norm: 6.4862 2020-10-11 07:07:29,515 - mmaction - INFO - Epoch [9][2300/3520] lr: 7.500e-03, eta: 1 day, 16:11:11, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7375, loss_cls: 2.2378, loss: 2.2378, grad_norm: 6.5068 2020-10-11 07:07:49,823 - mmaction - INFO - Epoch [9][2320/3520] lr: 7.500e-03, eta: 1 day, 16:10:53, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7177, loss_cls: 2.3387, loss: 2.3387, grad_norm: 6.8377 2020-10-11 07:08:09,799 - mmaction - INFO - Epoch [9][2340/3520] lr: 7.500e-03, eta: 1 day, 16:10:34, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7396, loss_cls: 2.2177, loss: 2.2177, grad_norm: 6.6083 2020-10-11 07:08:29,719 - mmaction - INFO - Epoch [9][2360/3520] lr: 7.500e-03, eta: 1 day, 16:10:14, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7344, loss_cls: 2.1789, loss: 2.1789, grad_norm: 6.5626 2020-10-11 07:08:49,941 - mmaction - INFO - Epoch [9][2380/3520] lr: 7.500e-03, eta: 1 day, 16:09:56, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7375, loss_cls: 2.1686, loss: 2.1686, grad_norm: 6.5753 2020-10-11 07:09:10,746 - mmaction - INFO - Epoch [9][2400/3520] lr: 7.500e-03, eta: 1 day, 16:09:40, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7094, loss_cls: 2.3017, loss: 2.3017, grad_norm: 6.9176 2020-10-11 07:09:30,890 - mmaction - INFO - Epoch [9][2420/3520] lr: 7.500e-03, eta: 1 day, 16:09:21, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7292, loss_cls: 2.2740, loss: 2.2740, grad_norm: 6.8798 2020-10-11 07:09:52,120 - mmaction - INFO - Epoch [9][2440/3520] lr: 7.500e-03, eta: 1 day, 16:09:08, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7375, loss_cls: 2.2090, loss: 2.2090, grad_norm: 6.5163 2020-10-11 07:10:12,115 - mmaction - INFO - Epoch [9][2460/3520] lr: 7.500e-03, eta: 1 day, 16:08:49, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7490, loss_cls: 2.2510, loss: 2.2510, grad_norm: 6.4808 2020-10-11 07:10:32,961 - mmaction - INFO - Epoch [9][2480/3520] lr: 7.500e-03, eta: 1 day, 16:08:33, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7323, loss_cls: 2.2849, loss: 2.2849, grad_norm: 6.8359 2020-10-11 07:10:52,793 - mmaction - INFO - Epoch [9][2500/3520] lr: 7.500e-03, eta: 1 day, 16:08:13, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7344, loss_cls: 2.1810, loss: 2.1810, grad_norm: 6.5429 2020-10-11 07:11:13,664 - mmaction - INFO - Epoch [9][2520/3520] lr: 7.500e-03, eta: 1 day, 16:07:58, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7208, loss_cls: 2.3171, loss: 2.3171, grad_norm: 6.4664 2020-10-11 07:11:34,211 - mmaction - INFO - Epoch [9][2540/3520] lr: 7.500e-03, eta: 1 day, 16:07:41, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7271, loss_cls: 2.2455, loss: 2.2455, grad_norm: 6.6485 2020-10-11 07:11:55,037 - mmaction - INFO - Epoch [9][2560/3520] lr: 7.500e-03, eta: 1 day, 16:07:26, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7344, loss_cls: 2.2741, loss: 2.2741, grad_norm: 6.4582 2020-10-11 07:12:15,104 - mmaction - INFO - Epoch [9][2580/3520] lr: 7.500e-03, eta: 1 day, 16:07:07, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7167, loss_cls: 2.2817, loss: 2.2817, grad_norm: 6.6052 2020-10-11 07:12:34,670 - mmaction - INFO - Epoch [9][2600/3520] lr: 7.500e-03, eta: 1 day, 16:06:46, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7396, loss_cls: 2.1889, loss: 2.1889, grad_norm: 6.4227 2020-10-11 07:12:54,022 - mmaction - INFO - Epoch [9][2620/3520] lr: 7.500e-03, eta: 1 day, 16:06:23, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7510, loss_cls: 2.1965, loss: 2.1965, grad_norm: 7.0061 2020-10-11 07:13:14,061 - mmaction - INFO - Epoch [9][2640/3520] lr: 7.500e-03, eta: 1 day, 16:06:04, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7125, loss_cls: 2.3366, loss: 2.3366, grad_norm: 6.7160 2020-10-11 07:13:33,894 - mmaction - INFO - Epoch [9][2660/3520] lr: 7.500e-03, eta: 1 day, 16:05:44, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7406, loss_cls: 2.1714, loss: 2.1714, grad_norm: 6.5347 2020-10-11 07:13:53,903 - mmaction - INFO - Epoch [9][2680/3520] lr: 7.500e-03, eta: 1 day, 16:05:24, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7167, loss_cls: 2.3290, loss: 2.3290, grad_norm: 6.7146 2020-10-11 07:14:13,208 - mmaction - INFO - Epoch [9][2700/3520] lr: 7.500e-03, eta: 1 day, 16:05:02, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7177, loss_cls: 2.3396, loss: 2.3396, grad_norm: 6.4836 2020-10-11 07:14:34,181 - mmaction - INFO - Epoch [9][2720/3520] lr: 7.500e-03, eta: 1 day, 16:04:47, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7385, loss_cls: 2.1554, loss: 2.1554, grad_norm: 6.5627 2020-10-11 07:14:54,689 - mmaction - INFO - Epoch [9][2740/3520] lr: 7.500e-03, eta: 1 day, 16:04:30, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7167, loss_cls: 2.3496, loss: 2.3496, grad_norm: 6.8896 2020-10-11 07:15:14,121 - mmaction - INFO - Epoch [9][2760/3520] lr: 7.500e-03, eta: 1 day, 16:04:08, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7333, loss_cls: 2.2979, loss: 2.2979, grad_norm: 6.3965 2020-10-11 07:15:34,008 - mmaction - INFO - Epoch [9][2780/3520] lr: 7.500e-03, eta: 1 day, 16:03:48, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7146, loss_cls: 2.2821, loss: 2.2821, grad_norm: 6.8015 2020-10-11 07:15:53,680 - mmaction - INFO - Epoch [9][2800/3520] lr: 7.500e-03, eta: 1 day, 16:03:27, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.3843 2020-10-11 07:16:12,930 - mmaction - INFO - Epoch [9][2820/3520] lr: 7.500e-03, eta: 1 day, 16:03:05, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7198, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.6853 2020-10-11 07:16:34,275 - mmaction - INFO - Epoch [9][2840/3520] lr: 7.500e-03, eta: 1 day, 16:02:52, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7385, loss_cls: 2.2135, loss: 2.2135, grad_norm: 6.5721 2020-10-11 07:16:55,155 - mmaction - INFO - Epoch [9][2860/3520] lr: 7.500e-03, eta: 1 day, 16:02:36, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7396, loss_cls: 2.1830, loss: 2.1830, grad_norm: 6.6442 2020-10-11 07:17:14,958 - mmaction - INFO - Epoch [9][2880/3520] lr: 7.500e-03, eta: 1 day, 16:02:16, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7344, loss_cls: 2.2088, loss: 2.2088, grad_norm: 6.8252 2020-10-11 07:17:35,150 - mmaction - INFO - Epoch [9][2900/3520] lr: 7.500e-03, eta: 1 day, 16:01:58, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7167, loss_cls: 2.3548, loss: 2.3548, grad_norm: 6.7372 2020-10-11 07:17:55,500 - mmaction - INFO - Epoch [9][2920/3520] lr: 7.500e-03, eta: 1 day, 16:01:40, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7406, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.7395 2020-10-11 07:18:15,926 - mmaction - INFO - Epoch [9][2940/3520] lr: 7.500e-03, eta: 1 day, 16:01:22, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7167, loss_cls: 2.2855, loss: 2.2855, grad_norm: 6.4950 2020-10-11 07:18:34,824 - mmaction - INFO - Epoch [9][2960/3520] lr: 7.500e-03, eta: 1 day, 16:00:58, time: 0.945, data_time: 0.003, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7490, loss_cls: 2.1687, loss: 2.1687, grad_norm: 6.4554 2020-10-11 07:18:54,639 - mmaction - INFO - Epoch [9][2980/3520] lr: 7.500e-03, eta: 1 day, 16:00:37, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7646, loss_cls: 2.0647, loss: 2.0647, grad_norm: 6.4694 2020-10-11 07:19:14,969 - mmaction - INFO - Epoch [9][3000/3520] lr: 7.500e-03, eta: 1 day, 16:00:20, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7188, loss_cls: 2.3090, loss: 2.3090, grad_norm: 6.6294 2020-10-11 07:19:34,554 - mmaction - INFO - Epoch [9][3020/3520] lr: 7.500e-03, eta: 1 day, 15:59:59, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7427, loss_cls: 2.1723, loss: 2.1723, grad_norm: 6.5562 2020-10-11 07:19:54,111 - mmaction - INFO - Epoch [9][3040/3520] lr: 7.500e-03, eta: 1 day, 15:59:37, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7406, loss_cls: 2.2002, loss: 2.2002, grad_norm: 6.6062 2020-10-11 07:20:14,495 - mmaction - INFO - Epoch [9][3060/3520] lr: 7.500e-03, eta: 1 day, 15:59:20, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7292, loss_cls: 2.2131, loss: 2.2131, grad_norm: 6.5254 2020-10-11 07:20:34,850 - mmaction - INFO - Epoch [9][3080/3520] lr: 7.500e-03, eta: 1 day, 15:59:02, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7479, loss_cls: 2.1366, loss: 2.1366, grad_norm: 6.3594 2020-10-11 07:20:55,893 - mmaction - INFO - Epoch [9][3100/3520] lr: 7.500e-03, eta: 1 day, 15:58:47, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7250, loss_cls: 2.3070, loss: 2.3070, grad_norm: 6.7390 2020-10-11 07:21:16,004 - mmaction - INFO - Epoch [9][3120/3520] lr: 7.500e-03, eta: 1 day, 15:58:28, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7458, loss_cls: 2.1279, loss: 2.1279, grad_norm: 6.4000 2020-10-11 07:21:36,050 - mmaction - INFO - Epoch [9][3140/3520] lr: 7.500e-03, eta: 1 day, 15:58:09, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.4437, top5_acc: 0.7021, loss_cls: 2.3354, loss: 2.3354, grad_norm: 6.3175 2020-10-11 07:21:55,384 - mmaction - INFO - Epoch [9][3160/3520] lr: 7.500e-03, eta: 1 day, 15:57:47, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7104, loss_cls: 2.3410, loss: 2.3410, grad_norm: 6.4687 2020-10-11 07:22:15,400 - mmaction - INFO - Epoch [9][3180/3520] lr: 7.500e-03, eta: 1 day, 15:57:28, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7062, loss_cls: 2.3848, loss: 2.3848, grad_norm: 6.4421 2020-10-11 07:22:34,913 - mmaction - INFO - Epoch [9][3200/3520] lr: 7.500e-03, eta: 1 day, 15:57:06, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7292, loss_cls: 2.2652, loss: 2.2652, grad_norm: 6.4590 2020-10-11 07:22:55,204 - mmaction - INFO - Epoch [9][3220/3520] lr: 7.500e-03, eta: 1 day, 15:56:48, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7333, loss_cls: 2.2139, loss: 2.2139, grad_norm: 6.4250 2020-10-11 07:23:15,767 - mmaction - INFO - Epoch [9][3240/3520] lr: 7.500e-03, eta: 1 day, 15:56:31, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7333, loss_cls: 2.1777, loss: 2.1777, grad_norm: 6.6613 2020-10-11 07:23:34,809 - mmaction - INFO - Epoch [9][3260/3520] lr: 7.500e-03, eta: 1 day, 15:56:07, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7302, loss_cls: 2.2585, loss: 2.2585, grad_norm: 6.5585 2020-10-11 07:23:54,893 - mmaction - INFO - Epoch [9][3280/3520] lr: 7.500e-03, eta: 1 day, 15:55:48, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7188, loss_cls: 2.2568, loss: 2.2568, grad_norm: 6.6448 2020-10-11 07:24:13,997 - mmaction - INFO - Epoch [9][3300/3520] lr: 7.500e-03, eta: 1 day, 15:55:25, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7260, loss_cls: 2.2889, loss: 2.2889, grad_norm: 6.8075 2020-10-11 07:24:33,891 - mmaction - INFO - Epoch [9][3320/3520] lr: 7.500e-03, eta: 1 day, 15:55:05, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7656, loss_cls: 2.0631, loss: 2.0631, grad_norm: 6.4854 2020-10-11 07:24:53,731 - mmaction - INFO - Epoch [9][3340/3520] lr: 7.500e-03, eta: 1 day, 15:54:45, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7552, loss_cls: 2.1178, loss: 2.1178, grad_norm: 6.9420 2020-10-11 07:25:12,916 - mmaction - INFO - Epoch [9][3360/3520] lr: 7.500e-03, eta: 1 day, 15:54:22, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7531, loss_cls: 2.1241, loss: 2.1241, grad_norm: 6.7014 2020-10-11 07:25:33,122 - mmaction - INFO - Epoch [9][3380/3520] lr: 7.500e-03, eta: 1 day, 15:54:03, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7083, loss_cls: 2.4071, loss: 2.4071, grad_norm: 6.8456 2020-10-11 07:25:53,263 - mmaction - INFO - Epoch [9][3400/3520] lr: 7.500e-03, eta: 1 day, 15:53:45, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7146, loss_cls: 2.2479, loss: 2.2479, grad_norm: 6.5592 2020-10-11 07:26:12,598 - mmaction - INFO - Epoch [9][3420/3520] lr: 7.500e-03, eta: 1 day, 15:53:22, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7094, loss_cls: 2.2308, loss: 2.2308, grad_norm: 6.4829 2020-10-11 07:26:33,453 - mmaction - INFO - Epoch [9][3440/3520] lr: 7.500e-03, eta: 1 day, 15:53:07, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7354, loss_cls: 2.2519, loss: 2.2519, grad_norm: 6.6331 2020-10-11 07:26:53,394 - mmaction - INFO - Epoch [9][3460/3520] lr: 7.500e-03, eta: 1 day, 15:52:47, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7333, loss_cls: 2.1749, loss: 2.1749, grad_norm: 6.6697 2020-10-11 07:27:13,617 - mmaction - INFO - Epoch [9][3480/3520] lr: 7.500e-03, eta: 1 day, 15:52:29, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7198, loss_cls: 2.3051, loss: 2.3051, grad_norm: 6.8269 2020-10-11 07:27:32,722 - mmaction - INFO - Epoch [9][3500/3520] lr: 7.500e-03, eta: 1 day, 15:52:05, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7292, loss_cls: 2.2182, loss: 2.2182, grad_norm: 6.7143 2020-10-11 07:27:51,334 - mmaction - INFO - Epoch [9][3520/3520] lr: 7.500e-03, eta: 1 day, 15:51:40, time: 0.931, data_time: 0.006, memory: 10390, top1_acc: 0.4457, top5_acc: 0.7304, loss_cls: 2.2213, loss: 2.2213, grad_norm: 6.7116 2020-10-11 07:27:51,788 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-10-11 07:28:25,879 - mmaction - INFO - Epoch [10][20/3520] lr: 7.500e-03, eta: 1 day, 15:52:21, time: 1.671, data_time: 0.690, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7385, loss_cls: 2.2697, loss: 2.2697, grad_norm: 6.6528 2020-10-11 07:28:43,936 - mmaction - INFO - Epoch [10][40/3520] lr: 7.500e-03, eta: 1 day, 15:51:53, time: 0.904, data_time: 0.005, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7135, loss_cls: 2.3215, loss: 2.3215, grad_norm: 6.7346 2020-10-11 07:29:03,150 - mmaction - INFO - Epoch [10][60/3520] lr: 7.500e-03, eta: 1 day, 15:51:30, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7510, loss_cls: 2.1675, loss: 2.1675, grad_norm: 6.4289 2020-10-11 07:29:21,821 - mmaction - INFO - Epoch [10][80/3520] lr: 7.500e-03, eta: 1 day, 15:51:05, time: 0.935, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7354, loss_cls: 2.2120, loss: 2.2120, grad_norm: 6.6320 2020-10-11 07:29:42,277 - mmaction - INFO - Epoch [10][100/3520] lr: 7.500e-03, eta: 1 day, 15:50:47, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7271, loss_cls: 2.2153, loss: 2.2153, grad_norm: 6.4455 2020-10-11 07:30:01,063 - mmaction - INFO - Epoch [10][120/3520] lr: 7.500e-03, eta: 1 day, 15:50:23, time: 0.942, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7521, loss_cls: 2.1491, loss: 2.1491, grad_norm: 6.3172 2020-10-11 07:30:21,884 - mmaction - INFO - Epoch [10][140/3520] lr: 7.500e-03, eta: 1 day, 15:50:07, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7510, loss_cls: 2.1872, loss: 2.1872, grad_norm: 6.6068 2020-10-11 07:30:41,551 - mmaction - INFO - Epoch [10][160/3520] lr: 7.500e-03, eta: 1 day, 15:49:46, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7500, loss_cls: 2.1729, loss: 2.1729, grad_norm: 6.6916 2020-10-11 07:31:00,854 - mmaction - INFO - Epoch [10][180/3520] lr: 7.500e-03, eta: 1 day, 15:49:24, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7448, loss_cls: 2.2348, loss: 2.2348, grad_norm: 6.6721 2020-10-11 07:31:21,841 - mmaction - INFO - Epoch [10][200/3520] lr: 7.500e-03, eta: 1 day, 15:49:09, time: 1.049, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.1151, loss: 2.1151, grad_norm: 6.4889 2020-10-11 07:31:42,047 - mmaction - INFO - Epoch [10][220/3520] lr: 7.500e-03, eta: 1 day, 15:48:50, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7510, loss_cls: 2.1061, loss: 2.1061, grad_norm: 6.5810 2020-10-11 07:32:01,657 - mmaction - INFO - Epoch [10][240/3520] lr: 7.500e-03, eta: 1 day, 15:48:29, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7500, loss_cls: 2.1100, loss: 2.1100, grad_norm: 6.6161 2020-10-11 07:32:21,041 - mmaction - INFO - Epoch [10][260/3520] lr: 7.500e-03, eta: 1 day, 15:48:07, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7521, loss_cls: 2.0829, loss: 2.0829, grad_norm: 6.3633 2020-10-11 07:32:40,512 - mmaction - INFO - Epoch [10][280/3520] lr: 7.500e-03, eta: 1 day, 15:47:45, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7521, loss_cls: 2.1986, loss: 2.1986, grad_norm: 6.9161 2020-10-11 07:32:59,744 - mmaction - INFO - Epoch [10][300/3520] lr: 7.500e-03, eta: 1 day, 15:47:22, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7375, loss_cls: 2.1758, loss: 2.1758, grad_norm: 6.7104 2020-10-11 07:33:19,809 - mmaction - INFO - Epoch [10][320/3520] lr: 7.500e-03, eta: 1 day, 15:47:03, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7312, loss_cls: 2.2307, loss: 2.2307, grad_norm: 6.6363 2020-10-11 07:33:38,700 - mmaction - INFO - Epoch [10][340/3520] lr: 7.500e-03, eta: 1 day, 15:46:38, time: 0.944, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7552, loss_cls: 2.1157, loss: 2.1157, grad_norm: 6.4276 2020-10-11 07:33:58,391 - mmaction - INFO - Epoch [10][360/3520] lr: 7.500e-03, eta: 1 day, 15:46:18, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7510, loss_cls: 2.1104, loss: 2.1104, grad_norm: 6.6026 2020-10-11 07:34:18,226 - mmaction - INFO - Epoch [10][380/3520] lr: 7.500e-03, eta: 1 day, 15:45:57, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7385, loss_cls: 2.2234, loss: 2.2234, grad_norm: 6.5966 2020-10-11 07:34:37,393 - mmaction - INFO - Epoch [10][400/3520] lr: 7.500e-03, eta: 1 day, 15:45:34, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7240, loss_cls: 2.2449, loss: 2.2449, grad_norm: 6.6475 2020-10-11 07:34:57,754 - mmaction - INFO - Epoch [10][420/3520] lr: 7.500e-03, eta: 1 day, 15:45:16, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7365, loss_cls: 2.1932, loss: 2.1932, grad_norm: 6.5971 2020-10-11 07:35:16,909 - mmaction - INFO - Epoch [10][440/3520] lr: 7.500e-03, eta: 1 day, 15:44:53, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7292, loss_cls: 2.2905, loss: 2.2905, grad_norm: 6.7272 2020-10-11 07:35:36,730 - mmaction - INFO - Epoch [10][460/3520] lr: 7.500e-03, eta: 1 day, 15:44:33, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7542, loss_cls: 2.1775, loss: 2.1775, grad_norm: 6.5305 2020-10-11 07:35:56,224 - mmaction - INFO - Epoch [10][480/3520] lr: 7.500e-03, eta: 1 day, 15:44:11, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7354, loss_cls: 2.1267, loss: 2.1267, grad_norm: 6.5907 2020-10-11 07:36:16,192 - mmaction - INFO - Epoch [10][500/3520] lr: 7.500e-03, eta: 1 day, 15:43:52, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7448, loss_cls: 2.1887, loss: 2.1887, grad_norm: 6.6584 2020-10-11 07:36:35,437 - mmaction - INFO - Epoch [10][520/3520] lr: 7.500e-03, eta: 1 day, 15:43:29, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7448, loss_cls: 2.1783, loss: 2.1783, grad_norm: 6.7387 2020-10-11 07:36:56,573 - mmaction - INFO - Epoch [10][540/3520] lr: 7.500e-03, eta: 1 day, 15:43:15, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7281, loss_cls: 2.2293, loss: 2.2293, grad_norm: 6.7377 2020-10-11 07:37:16,896 - mmaction - INFO - Epoch [10][560/3520] lr: 7.500e-03, eta: 1 day, 15:42:57, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7615, loss_cls: 2.1373, loss: 2.1373, grad_norm: 6.6615 2020-10-11 07:37:36,574 - mmaction - INFO - Epoch [10][580/3520] lr: 7.500e-03, eta: 1 day, 15:42:36, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7073, loss_cls: 2.2393, loss: 2.2393, grad_norm: 6.5731 2020-10-11 07:37:57,639 - mmaction - INFO - Epoch [10][600/3520] lr: 7.500e-03, eta: 1 day, 15:42:21, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7479, loss_cls: 2.1028, loss: 2.1028, grad_norm: 6.4423 2020-10-11 07:38:17,073 - mmaction - INFO - Epoch [10][620/3520] lr: 7.500e-03, eta: 1 day, 15:42:00, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7271, loss_cls: 2.1922, loss: 2.1922, grad_norm: 6.8391 2020-10-11 07:38:38,873 - mmaction - INFO - Epoch [10][640/3520] lr: 7.500e-03, eta: 1 day, 15:41:48, time: 1.089, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7417, loss_cls: 2.1544, loss: 2.1544, grad_norm: 6.5274 2020-10-11 07:38:58,748 - mmaction - INFO - Epoch [10][660/3520] lr: 7.500e-03, eta: 1 day, 15:41:28, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7604, loss_cls: 2.0912, loss: 2.0912, grad_norm: 6.8681 2020-10-11 07:39:18,358 - mmaction - INFO - Epoch [10][680/3520] lr: 7.500e-03, eta: 1 day, 15:41:07, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7427, loss_cls: 2.1556, loss: 2.1556, grad_norm: 6.6462 2020-10-11 07:39:39,633 - mmaction - INFO - Epoch [10][700/3520] lr: 7.500e-03, eta: 1 day, 15:40:53, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1901, loss: 2.1901, grad_norm: 6.6348 2020-10-11 07:39:58,547 - mmaction - INFO - Epoch [10][720/3520] lr: 7.500e-03, eta: 1 day, 15:40:29, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7458, loss_cls: 2.1397, loss: 2.1397, grad_norm: 6.8863 2020-10-11 07:40:20,791 - mmaction - INFO - Epoch [10][740/3520] lr: 7.500e-03, eta: 1 day, 15:40:20, time: 1.116, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7365, loss_cls: 2.1924, loss: 2.1924, grad_norm: 6.6981 2020-10-11 07:40:40,037 - mmaction - INFO - Epoch [10][760/3520] lr: 7.500e-03, eta: 1 day, 15:39:57, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7188, loss_cls: 2.2369, loss: 2.2369, grad_norm: 7.0123 2020-10-11 07:40:59,853 - mmaction - INFO - Epoch [10][780/3520] lr: 7.500e-03, eta: 1 day, 15:39:37, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7385, loss_cls: 2.1872, loss: 2.1872, grad_norm: 6.8790 2020-10-11 07:41:19,417 - mmaction - INFO - Epoch [10][800/3520] lr: 7.500e-03, eta: 1 day, 15:39:15, time: 0.978, data_time: 0.008, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7333, loss_cls: 2.2053, loss: 2.2053, grad_norm: 6.6494 2020-10-11 07:41:39,145 - mmaction - INFO - Epoch [10][820/3520] lr: 7.500e-03, eta: 1 day, 15:38:55, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7313, loss_cls: 2.1818, loss: 2.1818, grad_norm: 6.7010 2020-10-11 07:41:58,817 - mmaction - INFO - Epoch [10][840/3520] lr: 7.500e-03, eta: 1 day, 15:38:34, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7365, loss_cls: 2.1885, loss: 2.1885, grad_norm: 6.7404 2020-10-11 07:42:18,492 - mmaction - INFO - Epoch [10][860/3520] lr: 7.500e-03, eta: 1 day, 15:38:13, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7333, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.9370 2020-10-11 07:42:38,333 - mmaction - INFO - Epoch [10][880/3520] lr: 7.500e-03, eta: 1 day, 15:37:53, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7250, loss_cls: 2.2125, loss: 2.2125, grad_norm: 6.6564 2020-10-11 07:42:58,040 - mmaction - INFO - Epoch [10][900/3520] lr: 7.500e-03, eta: 1 day, 15:37:32, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2941, loss: 2.2941, grad_norm: 6.8829 2020-10-11 07:43:18,054 - mmaction - INFO - Epoch [10][920/3520] lr: 7.500e-03, eta: 1 day, 15:37:13, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7344, loss_cls: 2.2054, loss: 2.2054, grad_norm: 6.4693 2020-10-11 07:43:37,488 - mmaction - INFO - Epoch [10][940/3520] lr: 7.500e-03, eta: 1 day, 15:36:51, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7396, loss_cls: 2.1642, loss: 2.1642, grad_norm: 6.5294 2020-10-11 07:43:57,113 - mmaction - INFO - Epoch [10][960/3520] lr: 7.500e-03, eta: 1 day, 15:36:30, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7437, loss_cls: 2.2175, loss: 2.2175, grad_norm: 6.9679 2020-10-11 07:44:17,058 - mmaction - INFO - Epoch [10][980/3520] lr: 7.500e-03, eta: 1 day, 15:36:10, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7448, loss_cls: 2.1862, loss: 2.1862, grad_norm: 6.6946 2020-10-11 07:44:37,131 - mmaction - INFO - Epoch [10][1000/3520] lr: 7.500e-03, eta: 1 day, 15:35:51, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7323, loss_cls: 2.2623, loss: 2.2623, grad_norm: 6.6528 2020-10-11 07:44:56,953 - mmaction - INFO - Epoch [10][1020/3520] lr: 7.500e-03, eta: 1 day, 15:35:31, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7167, loss_cls: 2.2612, loss: 2.2612, grad_norm: 6.5163 2020-10-11 07:45:17,059 - mmaction - INFO - Epoch [10][1040/3520] lr: 7.500e-03, eta: 1 day, 15:35:12, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7552, loss_cls: 2.1796, loss: 2.1796, grad_norm: 6.6050 2020-10-11 07:45:38,283 - mmaction - INFO - Epoch [10][1060/3520] lr: 7.500e-03, eta: 1 day, 15:34:57, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7365, loss_cls: 2.2165, loss: 2.2165, grad_norm: 6.4575 2020-10-11 07:45:58,587 - mmaction - INFO - Epoch [10][1080/3520] lr: 7.500e-03, eta: 1 day, 15:34:39, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7531, loss_cls: 2.1333, loss: 2.1333, grad_norm: 6.4427 2020-10-11 07:46:17,875 - mmaction - INFO - Epoch [10][1100/3520] lr: 7.500e-03, eta: 1 day, 15:34:17, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7385, loss_cls: 2.1618, loss: 2.1618, grad_norm: 6.5370 2020-10-11 07:46:37,873 - mmaction - INFO - Epoch [10][1120/3520] lr: 7.500e-03, eta: 1 day, 15:33:57, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7448, loss_cls: 2.2140, loss: 2.2140, grad_norm: 6.7943 2020-10-11 07:46:58,136 - mmaction - INFO - Epoch [10][1140/3520] lr: 7.500e-03, eta: 1 day, 15:33:39, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7510, loss_cls: 2.1742, loss: 2.1742, grad_norm: 6.5820 2020-10-11 07:47:18,090 - mmaction - INFO - Epoch [10][1160/3520] lr: 7.500e-03, eta: 1 day, 15:33:20, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7656, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.6255 2020-10-11 07:47:38,149 - mmaction - INFO - Epoch [10][1180/3520] lr: 7.500e-03, eta: 1 day, 15:33:00, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.1713, loss: 2.1713, grad_norm: 6.7628 2020-10-11 07:47:58,136 - mmaction - INFO - Epoch [10][1200/3520] lr: 7.500e-03, eta: 1 day, 15:32:41, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7677, loss_cls: 2.0965, loss: 2.0965, grad_norm: 6.5165 2020-10-11 07:48:17,762 - mmaction - INFO - Epoch [10][1220/3520] lr: 7.500e-03, eta: 1 day, 15:32:20, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7479, loss_cls: 2.1421, loss: 2.1421, grad_norm: 6.7844 2020-10-11 07:48:38,384 - mmaction - INFO - Epoch [10][1240/3520] lr: 7.500e-03, eta: 1 day, 15:32:03, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7490, loss_cls: 2.2181, loss: 2.2181, grad_norm: 6.2849 2020-10-11 07:48:59,054 - mmaction - INFO - Epoch [10][1260/3520] lr: 7.500e-03, eta: 1 day, 15:31:47, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7417, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.8156 2020-10-11 07:49:18,944 - mmaction - INFO - Epoch [10][1280/3520] lr: 7.500e-03, eta: 1 day, 15:31:27, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7208, loss_cls: 2.2478, loss: 2.2478, grad_norm: 6.9388 2020-10-11 07:49:38,572 - mmaction - INFO - Epoch [10][1300/3520] lr: 7.500e-03, eta: 1 day, 15:31:06, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7208, loss_cls: 2.1676, loss: 2.1676, grad_norm: 6.6516 2020-10-11 07:49:58,135 - mmaction - INFO - Epoch [10][1320/3520] lr: 7.500e-03, eta: 1 day, 15:30:44, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7385, loss_cls: 2.1394, loss: 2.1394, grad_norm: 6.3043 2020-10-11 07:50:17,858 - mmaction - INFO - Epoch [10][1340/3520] lr: 7.500e-03, eta: 1 day, 15:30:24, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7271, loss_cls: 2.2190, loss: 2.2190, grad_norm: 6.7384 2020-10-11 07:50:37,687 - mmaction - INFO - Epoch [10][1360/3520] lr: 7.500e-03, eta: 1 day, 15:30:04, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7385, loss_cls: 2.1570, loss: 2.1570, grad_norm: 6.8048 2020-10-11 07:50:57,596 - mmaction - INFO - Epoch [10][1380/3520] lr: 7.500e-03, eta: 1 day, 15:29:44, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7208, loss_cls: 2.2814, loss: 2.2814, grad_norm: 6.4115 2020-10-11 07:51:17,630 - mmaction - INFO - Epoch [10][1400/3520] lr: 7.500e-03, eta: 1 day, 15:29:24, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7323, loss_cls: 2.2437, loss: 2.2437, grad_norm: 6.6497 2020-10-11 07:51:37,826 - mmaction - INFO - Epoch [10][1420/3520] lr: 7.500e-03, eta: 1 day, 15:29:06, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7417, loss_cls: 2.1867, loss: 2.1867, grad_norm: 6.5802 2020-10-11 07:51:57,761 - mmaction - INFO - Epoch [10][1440/3520] lr: 7.500e-03, eta: 1 day, 15:28:46, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7437, loss_cls: 2.2224, loss: 2.2224, grad_norm: 7.0766 2020-10-11 07:52:17,329 - mmaction - INFO - Epoch [10][1460/3520] lr: 7.500e-03, eta: 1 day, 15:28:25, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7302, loss_cls: 2.1964, loss: 2.1964, grad_norm: 6.6603 2020-10-11 07:52:36,870 - mmaction - INFO - Epoch [10][1480/3520] lr: 7.500e-03, eta: 1 day, 15:28:03, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7354, loss_cls: 2.2000, loss: 2.2000, grad_norm: 6.6173 2020-10-11 07:52:57,382 - mmaction - INFO - Epoch [10][1500/3520] lr: 7.500e-03, eta: 1 day, 15:27:46, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7323, loss_cls: 2.1875, loss: 2.1875, grad_norm: 6.5692 2020-10-11 07:53:17,361 - mmaction - INFO - Epoch [10][1520/3520] lr: 7.500e-03, eta: 1 day, 15:27:27, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7354, loss_cls: 2.1891, loss: 2.1891, grad_norm: 6.7059 2020-10-11 07:53:36,724 - mmaction - INFO - Epoch [10][1540/3520] lr: 7.500e-03, eta: 1 day, 15:27:05, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7406, loss_cls: 2.1909, loss: 2.1909, grad_norm: 6.6568 2020-10-11 07:53:56,396 - mmaction - INFO - Epoch [10][1560/3520] lr: 7.500e-03, eta: 1 day, 15:26:44, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7385, loss_cls: 2.1908, loss: 2.1908, grad_norm: 6.7204 2020-10-11 07:54:16,193 - mmaction - INFO - Epoch [10][1580/3520] lr: 7.500e-03, eta: 1 day, 15:26:23, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7292, loss_cls: 2.2162, loss: 2.2162, grad_norm: 6.5569 2020-10-11 07:54:35,713 - mmaction - INFO - Epoch [10][1600/3520] lr: 7.500e-03, eta: 1 day, 15:26:02, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7458, loss_cls: 2.2063, loss: 2.2063, grad_norm: 6.7454 2020-10-11 07:54:55,310 - mmaction - INFO - Epoch [10][1620/3520] lr: 7.500e-03, eta: 1 day, 15:25:40, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7552, loss_cls: 2.1824, loss: 2.1824, grad_norm: 6.3848 2020-10-11 07:55:15,194 - mmaction - INFO - Epoch [10][1640/3520] lr: 7.500e-03, eta: 1 day, 15:25:21, time: 0.996, data_time: 0.008, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7427, loss_cls: 2.1576, loss: 2.1576, grad_norm: 6.5880 2020-10-11 07:55:34,765 - mmaction - INFO - Epoch [10][1660/3520] lr: 7.500e-03, eta: 1 day, 15:24:59, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.1189, loss: 2.1189, grad_norm: 6.5093 2020-10-11 07:55:54,924 - mmaction - INFO - Epoch [10][1680/3520] lr: 7.500e-03, eta: 1 day, 15:24:41, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7490, loss_cls: 2.2138, loss: 2.2138, grad_norm: 6.8012 2020-10-11 07:56:14,731 - mmaction - INFO - Epoch [10][1700/3520] lr: 7.500e-03, eta: 1 day, 15:24:20, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7000, loss_cls: 2.3643, loss: 2.3643, grad_norm: 6.7116 2020-10-11 07:56:34,453 - mmaction - INFO - Epoch [10][1720/3520] lr: 7.500e-03, eta: 1 day, 15:24:00, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7250, loss_cls: 2.2817, loss: 2.2817, grad_norm: 6.7526 2020-10-11 07:56:54,423 - mmaction - INFO - Epoch [10][1740/3520] lr: 7.500e-03, eta: 1 day, 15:23:40, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7312, loss_cls: 2.2432, loss: 2.2432, grad_norm: 6.8381 2020-10-11 07:57:14,125 - mmaction - INFO - Epoch [10][1760/3520] lr: 7.500e-03, eta: 1 day, 15:23:20, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.2005, loss: 2.2005, grad_norm: 6.4902 2020-10-11 07:57:33,665 - mmaction - INFO - Epoch [10][1780/3520] lr: 7.500e-03, eta: 1 day, 15:22:58, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7385, loss_cls: 2.1727, loss: 2.1727, grad_norm: 6.9115 2020-10-11 07:57:53,365 - mmaction - INFO - Epoch [10][1800/3520] lr: 7.500e-03, eta: 1 day, 15:22:37, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7365, loss_cls: 2.2576, loss: 2.2576, grad_norm: 6.8636 2020-10-11 07:58:12,817 - mmaction - INFO - Epoch [10][1820/3520] lr: 7.500e-03, eta: 1 day, 15:22:16, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7583, loss_cls: 2.1017, loss: 2.1017, grad_norm: 6.5065 2020-10-11 07:58:32,155 - mmaction - INFO - Epoch [10][1840/3520] lr: 7.500e-03, eta: 1 day, 15:21:53, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7375, loss_cls: 2.2145, loss: 2.2145, grad_norm: 7.0902 2020-10-11 07:58:52,746 - mmaction - INFO - Epoch [10][1860/3520] lr: 7.500e-03, eta: 1 day, 15:21:36, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7302, loss_cls: 2.2686, loss: 2.2686, grad_norm: 6.7593 2020-10-11 07:59:13,663 - mmaction - INFO - Epoch [10][1880/3520] lr: 7.500e-03, eta: 1 day, 15:21:21, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7385, loss_cls: 2.1859, loss: 2.1859, grad_norm: 6.8037 2020-10-11 07:59:33,720 - mmaction - INFO - Epoch [10][1900/3520] lr: 7.500e-03, eta: 1 day, 15:21:01, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7281, loss_cls: 2.2178, loss: 2.2178, grad_norm: 6.5497 2020-10-11 07:59:53,741 - mmaction - INFO - Epoch [10][1920/3520] lr: 7.500e-03, eta: 1 day, 15:20:42, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7510, loss_cls: 2.1946, loss: 2.1946, grad_norm: 6.7174 2020-10-11 08:00:14,254 - mmaction - INFO - Epoch [10][1940/3520] lr: 7.500e-03, eta: 1 day, 15:20:24, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2332, loss: 2.2332, grad_norm: 6.4708 2020-10-11 08:00:33,432 - mmaction - INFO - Epoch [10][1960/3520] lr: 7.500e-03, eta: 1 day, 15:20:02, time: 0.970, data_time: 0.024, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7490, loss_cls: 2.2025, loss: 2.2025, grad_norm: 6.4105 2020-10-11 08:00:53,055 - mmaction - INFO - Epoch [10][1980/3520] lr: 7.500e-03, eta: 1 day, 15:19:41, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7458, loss_cls: 2.1979, loss: 2.1979, grad_norm: 6.7268 2020-10-11 08:01:13,701 - mmaction - INFO - Epoch [10][2000/3520] lr: 7.500e-03, eta: 1 day, 15:19:24, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7354, loss_cls: 2.1996, loss: 2.1996, grad_norm: 6.5913 2020-10-11 08:01:33,898 - mmaction - INFO - Epoch [10][2020/3520] lr: 7.500e-03, eta: 1 day, 15:19:06, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7375, loss_cls: 2.1489, loss: 2.1489, grad_norm: 6.5073 2020-10-11 08:01:54,050 - mmaction - INFO - Epoch [10][2040/3520] lr: 7.500e-03, eta: 1 day, 15:18:47, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7438, loss_cls: 2.1374, loss: 2.1374, grad_norm: 6.7843 2020-10-11 08:02:14,253 - mmaction - INFO - Epoch [10][2060/3520] lr: 7.500e-03, eta: 1 day, 15:18:28, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7521, loss_cls: 2.1705, loss: 2.1705, grad_norm: 6.8057 2020-10-11 08:02:33,038 - mmaction - INFO - Epoch [10][2080/3520] lr: 7.500e-03, eta: 1 day, 15:18:04, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7687, loss_cls: 2.0734, loss: 2.0734, grad_norm: 6.7862 2020-10-11 08:02:53,230 - mmaction - INFO - Epoch [10][2100/3520] lr: 7.500e-03, eta: 1 day, 15:17:45, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.3035, loss: 2.3035, grad_norm: 6.7913 2020-10-11 08:03:13,886 - mmaction - INFO - Epoch [10][2120/3520] lr: 7.500e-03, eta: 1 day, 15:17:28, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7396, loss_cls: 2.1799, loss: 2.1799, grad_norm: 6.7436 2020-10-11 08:03:33,948 - mmaction - INFO - Epoch [10][2140/3520] lr: 7.500e-03, eta: 1 day, 15:17:09, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7177, loss_cls: 2.2383, loss: 2.2383, grad_norm: 6.6547 2020-10-11 08:03:52,853 - mmaction - INFO - Epoch [10][2160/3520] lr: 7.500e-03, eta: 1 day, 15:16:45, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7427, loss_cls: 2.1697, loss: 2.1697, grad_norm: 6.5119 2020-10-11 08:04:13,502 - mmaction - INFO - Epoch [10][2180/3520] lr: 7.500e-03, eta: 1 day, 15:16:28, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7344, loss_cls: 2.2351, loss: 2.2351, grad_norm: 6.4414 2020-10-11 08:04:33,629 - mmaction - INFO - Epoch [10][2200/3520] lr: 7.500e-03, eta: 1 day, 15:16:10, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7323, loss_cls: 2.2752, loss: 2.2752, grad_norm: 6.5526 2020-10-11 08:04:53,713 - mmaction - INFO - Epoch [10][2220/3520] lr: 7.500e-03, eta: 1 day, 15:15:50, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7333, loss_cls: 2.2063, loss: 2.2063, grad_norm: 6.6538 2020-10-11 08:05:12,654 - mmaction - INFO - Epoch [10][2240/3520] lr: 7.500e-03, eta: 1 day, 15:15:27, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7448, loss_cls: 2.1869, loss: 2.1869, grad_norm: 6.5308 2020-10-11 08:05:33,014 - mmaction - INFO - Epoch [10][2260/3520] lr: 7.500e-03, eta: 1 day, 15:15:08, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7573, loss_cls: 2.1695, loss: 2.1695, grad_norm: 6.9171 2020-10-11 08:05:53,912 - mmaction - INFO - Epoch [10][2280/3520] lr: 7.500e-03, eta: 1 day, 15:14:53, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7365, loss_cls: 2.2014, loss: 2.2014, grad_norm: 6.3717 2020-10-11 08:06:13,650 - mmaction - INFO - Epoch [10][2300/3520] lr: 7.500e-03, eta: 1 day, 15:14:32, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7219, loss_cls: 2.2063, loss: 2.2063, grad_norm: 6.5286 2020-10-11 08:06:33,412 - mmaction - INFO - Epoch [10][2320/3520] lr: 7.500e-03, eta: 1 day, 15:14:12, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7417, loss_cls: 2.2050, loss: 2.2050, grad_norm: 6.6868 2020-10-11 08:06:53,069 - mmaction - INFO - Epoch [10][2340/3520] lr: 7.500e-03, eta: 1 day, 15:13:51, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7479, loss_cls: 2.1043, loss: 2.1043, grad_norm: 6.7208 2020-10-11 08:07:13,149 - mmaction - INFO - Epoch [10][2360/3520] lr: 7.500e-03, eta: 1 day, 15:13:32, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7437, loss_cls: 2.1443, loss: 2.1443, grad_norm: 6.5026 2020-10-11 08:07:33,247 - mmaction - INFO - Epoch [10][2380/3520] lr: 7.500e-03, eta: 1 day, 15:13:13, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7458, loss_cls: 2.1521, loss: 2.1521, grad_norm: 6.3072 2020-10-11 08:07:54,042 - mmaction - INFO - Epoch [10][2400/3520] lr: 7.500e-03, eta: 1 day, 15:12:57, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7552, loss_cls: 2.1403, loss: 2.1403, grad_norm: 6.5669 2020-10-11 08:08:14,443 - mmaction - INFO - Epoch [10][2420/3520] lr: 7.500e-03, eta: 1 day, 15:12:39, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7458, loss_cls: 2.1373, loss: 2.1373, grad_norm: 6.6847 2020-10-11 08:08:33,682 - mmaction - INFO - Epoch [10][2440/3520] lr: 7.500e-03, eta: 1 day, 15:12:16, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7188, loss_cls: 2.2578, loss: 2.2578, grad_norm: 6.6905 2020-10-11 08:08:53,418 - mmaction - INFO - Epoch [10][2460/3520] lr: 7.500e-03, eta: 1 day, 15:11:56, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7323, loss_cls: 2.1843, loss: 2.1843, grad_norm: 6.5710 2020-10-11 08:09:12,995 - mmaction - INFO - Epoch [10][2480/3520] lr: 7.500e-03, eta: 1 day, 15:11:35, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7292, loss_cls: 2.2998, loss: 2.2998, grad_norm: 6.8063 2020-10-11 08:09:32,122 - mmaction - INFO - Epoch [10][2500/3520] lr: 7.500e-03, eta: 1 day, 15:11:11, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.2574, loss: 2.2574, grad_norm: 6.7845 2020-10-11 08:09:52,327 - mmaction - INFO - Epoch [10][2520/3520] lr: 7.500e-03, eta: 1 day, 15:10:53, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7073, loss_cls: 2.2866, loss: 2.2866, grad_norm: 6.6348 2020-10-11 08:10:12,288 - mmaction - INFO - Epoch [10][2540/3520] lr: 7.500e-03, eta: 1 day, 15:10:33, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7344, loss_cls: 2.1776, loss: 2.1776, grad_norm: 6.5017 2020-10-11 08:10:33,554 - mmaction - INFO - Epoch [10][2560/3520] lr: 7.500e-03, eta: 1 day, 15:10:19, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7198, loss_cls: 2.3224, loss: 2.3224, grad_norm: 6.6621 2020-10-11 08:10:53,302 - mmaction - INFO - Epoch [10][2580/3520] lr: 7.500e-03, eta: 1 day, 15:09:58, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7531, loss_cls: 2.2080, loss: 2.2080, grad_norm: 6.5319 2020-10-11 08:11:13,500 - mmaction - INFO - Epoch [10][2600/3520] lr: 7.500e-03, eta: 1 day, 15:09:40, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7667, loss_cls: 2.1062, loss: 2.1062, grad_norm: 6.9334 2020-10-11 08:11:34,408 - mmaction - INFO - Epoch [10][2620/3520] lr: 7.500e-03, eta: 1 day, 15:09:24, time: 1.047, data_time: 0.008, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7635, loss_cls: 2.0696, loss: 2.0696, grad_norm: 6.5008 2020-10-11 08:11:54,874 - mmaction - INFO - Epoch [10][2640/3520] lr: 7.500e-03, eta: 1 day, 15:09:07, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7385, loss_cls: 2.1921, loss: 2.1921, grad_norm: 6.5907 2020-10-11 08:12:13,737 - mmaction - INFO - Epoch [10][2660/3520] lr: 7.500e-03, eta: 1 day, 15:08:42, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7531, loss_cls: 2.1021, loss: 2.1021, grad_norm: 6.5333 2020-10-11 08:12:33,829 - mmaction - INFO - Epoch [10][2680/3520] lr: 7.500e-03, eta: 1 day, 15:08:23, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7188, loss_cls: 2.3355, loss: 2.3355, grad_norm: 6.8467 2020-10-11 08:12:52,767 - mmaction - INFO - Epoch [10][2700/3520] lr: 7.500e-03, eta: 1 day, 15:07:59, time: 0.947, data_time: 0.007, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7281, loss_cls: 2.2055, loss: 2.2055, grad_norm: 6.7316 2020-10-11 08:13:12,873 - mmaction - INFO - Epoch [10][2720/3520] lr: 7.500e-03, eta: 1 day, 15:07:41, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7323, loss_cls: 2.1808, loss: 2.1808, grad_norm: 6.2822 2020-10-11 08:13:32,485 - mmaction - INFO - Epoch [10][2740/3520] lr: 7.500e-03, eta: 1 day, 15:07:19, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7208, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.4607 2020-10-11 08:13:52,364 - mmaction - INFO - Epoch [10][2760/3520] lr: 7.500e-03, eta: 1 day, 15:07:00, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7552, loss_cls: 2.0945, loss: 2.0945, grad_norm: 6.4193 2020-10-11 08:14:11,430 - mmaction - INFO - Epoch [10][2780/3520] lr: 7.500e-03, eta: 1 day, 15:06:36, time: 0.952, data_time: 0.004, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7427, loss_cls: 2.1965, loss: 2.1965, grad_norm: 6.6601 2020-10-11 08:14:30,855 - mmaction - INFO - Epoch [10][2800/3520] lr: 7.500e-03, eta: 1 day, 15:06:14, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7510, loss_cls: 2.0848, loss: 2.0848, grad_norm: 6.8340 2020-10-11 08:14:49,869 - mmaction - INFO - Epoch [10][2820/3520] lr: 7.500e-03, eta: 1 day, 15:05:51, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7396, loss_cls: 2.2293, loss: 2.2293, grad_norm: 6.6879 2020-10-11 08:15:09,265 - mmaction - INFO - Epoch [10][2840/3520] lr: 7.500e-03, eta: 1 day, 15:05:29, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7510, loss_cls: 2.1644, loss: 2.1644, grad_norm: 6.5608 2020-10-11 08:15:28,910 - mmaction - INFO - Epoch [10][2860/3520] lr: 7.500e-03, eta: 1 day, 15:05:08, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7417, loss_cls: 2.2115, loss: 2.2115, grad_norm: 6.6867 2020-10-11 08:15:47,924 - mmaction - INFO - Epoch [10][2880/3520] lr: 7.500e-03, eta: 1 day, 15:04:45, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7219, loss_cls: 2.2794, loss: 2.2794, grad_norm: 6.4657 2020-10-11 08:16:07,078 - mmaction - INFO - Epoch [10][2900/3520] lr: 7.500e-03, eta: 1 day, 15:04:22, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7063, loss_cls: 2.2826, loss: 2.2826, grad_norm: 6.5849 2020-10-11 08:16:26,471 - mmaction - INFO - Epoch [10][2920/3520] lr: 7.500e-03, eta: 1 day, 15:04:00, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7479, loss_cls: 2.1525, loss: 2.1525, grad_norm: 6.6635 2020-10-11 08:16:45,701 - mmaction - INFO - Epoch [10][2940/3520] lr: 7.500e-03, eta: 1 day, 15:03:37, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7281, loss_cls: 2.3018, loss: 2.3018, grad_norm: 6.8166 2020-10-11 08:17:05,177 - mmaction - INFO - Epoch [10][2960/3520] lr: 7.500e-03, eta: 1 day, 15:03:15, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7302, loss_cls: 2.2538, loss: 2.2538, grad_norm: 6.5749 2020-10-11 08:17:24,323 - mmaction - INFO - Epoch [10][2980/3520] lr: 7.500e-03, eta: 1 day, 15:02:53, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7281, loss_cls: 2.2593, loss: 2.2593, grad_norm: 6.9056 2020-10-11 08:17:43,897 - mmaction - INFO - Epoch [10][3000/3520] lr: 7.500e-03, eta: 1 day, 15:02:31, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7437, loss_cls: 2.1683, loss: 2.1683, grad_norm: 6.7330 2020-10-11 08:18:03,061 - mmaction - INFO - Epoch [10][3020/3520] lr: 7.500e-03, eta: 1 day, 15:02:08, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7187, loss_cls: 2.2828, loss: 2.2828, grad_norm: 6.5981 2020-10-11 08:18:22,779 - mmaction - INFO - Epoch [10][3040/3520] lr: 7.500e-03, eta: 1 day, 15:01:48, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7271, loss_cls: 2.2061, loss: 2.2061, grad_norm: 6.4279 2020-10-11 08:18:41,800 - mmaction - INFO - Epoch [10][3060/3520] lr: 7.500e-03, eta: 1 day, 15:01:24, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7302, loss_cls: 2.3122, loss: 2.3122, grad_norm: 6.8055 2020-10-11 08:19:01,454 - mmaction - INFO - Epoch [10][3080/3520] lr: 7.500e-03, eta: 1 day, 15:01:03, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7458, loss_cls: 2.1144, loss: 2.1144, grad_norm: 6.5060 2020-10-11 08:19:21,363 - mmaction - INFO - Epoch [10][3100/3520] lr: 7.500e-03, eta: 1 day, 15:00:44, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7250, loss_cls: 2.2453, loss: 2.2453, grad_norm: 6.6462 2020-10-11 08:19:40,202 - mmaction - INFO - Epoch [10][3120/3520] lr: 7.500e-03, eta: 1 day, 15:00:20, time: 0.942, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7448, loss_cls: 2.1544, loss: 2.1544, grad_norm: 6.5866 2020-10-11 08:19:59,912 - mmaction - INFO - Epoch [10][3140/3520] lr: 7.500e-03, eta: 1 day, 14:59:59, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7646, loss_cls: 2.0762, loss: 2.0762, grad_norm: 6.6769 2020-10-11 08:20:19,219 - mmaction - INFO - Epoch [10][3160/3520] lr: 7.500e-03, eta: 1 day, 14:59:37, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7552, loss_cls: 2.1719, loss: 2.1719, grad_norm: 6.8247 2020-10-11 08:20:39,359 - mmaction - INFO - Epoch [10][3180/3520] lr: 7.500e-03, eta: 1 day, 14:59:18, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7333, loss_cls: 2.2262, loss: 2.2262, grad_norm: 6.7270 2020-10-11 08:20:58,633 - mmaction - INFO - Epoch [10][3200/3520] lr: 7.500e-03, eta: 1 day, 14:58:55, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7333, loss_cls: 2.1921, loss: 2.1921, grad_norm: 6.7393 2020-10-11 08:21:17,775 - mmaction - INFO - Epoch [10][3220/3520] lr: 7.500e-03, eta: 1 day, 14:58:33, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7188, loss_cls: 2.2604, loss: 2.2604, grad_norm: 6.9277 2020-10-11 08:21:37,341 - mmaction - INFO - Epoch [10][3240/3520] lr: 7.500e-03, eta: 1 day, 14:58:11, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7396, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.7838 2020-10-11 08:21:57,257 - mmaction - INFO - Epoch [10][3260/3520] lr: 7.500e-03, eta: 1 day, 14:57:52, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7427, loss_cls: 2.1429, loss: 2.1429, grad_norm: 6.6287 2020-10-11 08:22:16,493 - mmaction - INFO - Epoch [10][3280/3520] lr: 7.500e-03, eta: 1 day, 14:57:29, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7250, loss_cls: 2.1738, loss: 2.1738, grad_norm: 6.9129 2020-10-11 08:22:35,864 - mmaction - INFO - Epoch [10][3300/3520] lr: 7.500e-03, eta: 1 day, 14:57:07, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7135, loss_cls: 2.3448, loss: 2.3448, grad_norm: 7.1479 2020-10-11 08:22:55,722 - mmaction - INFO - Epoch [10][3320/3520] lr: 7.500e-03, eta: 1 day, 14:56:47, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7281, loss_cls: 2.2730, loss: 2.2730, grad_norm: 6.5654 2020-10-11 08:23:16,140 - mmaction - INFO - Epoch [10][3340/3520] lr: 7.500e-03, eta: 1 day, 14:56:29, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7365, loss_cls: 2.1592, loss: 2.1592, grad_norm: 6.6903 2020-10-11 08:23:34,994 - mmaction - INFO - Epoch [10][3360/3520] lr: 7.500e-03, eta: 1 day, 14:56:05, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7552, loss_cls: 2.1454, loss: 2.1454, grad_norm: 6.3725 2020-10-11 08:23:54,515 - mmaction - INFO - Epoch [10][3380/3520] lr: 7.500e-03, eta: 1 day, 14:55:44, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7198, loss_cls: 2.2466, loss: 2.2466, grad_norm: 6.7286 2020-10-11 08:24:13,985 - mmaction - INFO - Epoch [10][3400/3520] lr: 7.500e-03, eta: 1 day, 14:55:22, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7510, loss_cls: 2.1815, loss: 2.1815, grad_norm: 6.5786 2020-10-11 08:24:34,077 - mmaction - INFO - Epoch [10][3420/3520] lr: 7.500e-03, eta: 1 day, 14:55:03, time: 1.008, data_time: 0.008, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7385, loss_cls: 2.1480, loss: 2.1480, grad_norm: 6.7303 2020-10-11 08:24:54,380 - mmaction - INFO - Epoch [10][3440/3520] lr: 7.500e-03, eta: 1 day, 14:54:45, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7667, loss_cls: 2.1071, loss: 2.1071, grad_norm: 6.4562 2020-10-11 08:25:13,616 - mmaction - INFO - Epoch [10][3460/3520] lr: 7.500e-03, eta: 1 day, 14:54:23, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7531, loss_cls: 2.1447, loss: 2.1447, grad_norm: 6.6149 2020-10-11 08:25:33,383 - mmaction - INFO - Epoch [10][3480/3520] lr: 7.500e-03, eta: 1 day, 14:54:02, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7062, loss_cls: 2.2928, loss: 2.2928, grad_norm: 6.6366 2020-10-11 08:25:52,935 - mmaction - INFO - Epoch [10][3500/3520] lr: 7.500e-03, eta: 1 day, 14:53:41, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7562, loss_cls: 2.1408, loss: 2.1408, grad_norm: 6.5917 2020-10-11 08:26:11,886 - mmaction - INFO - Epoch [10][3520/3520] lr: 7.500e-03, eta: 1 day, 14:53:17, time: 0.945, data_time: 0.005, memory: 10390, top1_acc: 0.4891, top5_acc: 0.7435, loss_cls: 2.1207, loss: 2.1207, grad_norm: 6.7274 2020-10-11 08:26:12,239 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-11 08:26:47,414 - mmaction - INFO - Epoch [11][20/3520] lr: 7.500e-03, eta: 1 day, 14:53:56, time: 1.724, data_time: 0.738, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7510, loss_cls: 2.1404, loss: 2.1404, grad_norm: 6.3750 2020-10-11 08:27:05,170 - mmaction - INFO - Epoch [11][40/3520] lr: 7.500e-03, eta: 1 day, 14:53:27, time: 0.888, data_time: 0.004, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7385, loss_cls: 2.2264, loss: 2.2264, grad_norm: 6.7178 2020-10-11 08:27:25,037 - mmaction - INFO - Epoch [11][60/3520] lr: 7.500e-03, eta: 1 day, 14:53:07, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7406, loss_cls: 2.1744, loss: 2.1744, grad_norm: 6.7945 2020-10-11 08:27:44,083 - mmaction - INFO - Epoch [11][80/3520] lr: 7.500e-03, eta: 1 day, 14:52:44, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7635, loss_cls: 2.0527, loss: 2.0527, grad_norm: 6.8278 2020-10-11 08:28:03,743 - mmaction - INFO - Epoch [11][100/3520] lr: 7.500e-03, eta: 1 day, 14:52:23, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7406, loss_cls: 2.1216, loss: 2.1216, grad_norm: 6.5178 2020-10-11 08:28:23,161 - mmaction - INFO - Epoch [11][120/3520] lr: 7.500e-03, eta: 1 day, 14:52:01, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7500, loss_cls: 2.1137, loss: 2.1137, grad_norm: 6.6980 2020-10-11 08:28:43,451 - mmaction - INFO - Epoch [11][140/3520] lr: 7.500e-03, eta: 1 day, 14:51:43, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7521, loss_cls: 2.1288, loss: 2.1288, grad_norm: 6.6601 2020-10-11 08:29:03,267 - mmaction - INFO - Epoch [11][160/3520] lr: 7.500e-03, eta: 1 day, 14:51:23, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7344, loss_cls: 2.1444, loss: 2.1444, grad_norm: 6.5719 2020-10-11 08:29:23,072 - mmaction - INFO - Epoch [11][180/3520] lr: 7.500e-03, eta: 1 day, 14:51:03, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7406, loss_cls: 2.1815, loss: 2.1815, grad_norm: 6.5494 2020-10-11 08:29:43,614 - mmaction - INFO - Epoch [11][200/3520] lr: 7.500e-03, eta: 1 day, 14:50:45, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7771, loss_cls: 2.0167, loss: 2.0167, grad_norm: 6.4295 2020-10-11 08:30:04,170 - mmaction - INFO - Epoch [11][220/3520] lr: 7.500e-03, eta: 1 day, 14:50:28, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7479, loss_cls: 2.1534, loss: 2.1534, grad_norm: 6.7772 2020-10-11 08:30:24,303 - mmaction - INFO - Epoch [11][240/3520] lr: 7.500e-03, eta: 1 day, 14:50:09, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7427, loss_cls: 2.1902, loss: 2.1902, grad_norm: 6.7259 2020-10-11 08:30:44,633 - mmaction - INFO - Epoch [11][260/3520] lr: 7.500e-03, eta: 1 day, 14:49:51, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7531, loss_cls: 2.1242, loss: 2.1242, grad_norm: 6.8765 2020-10-11 08:31:05,473 - mmaction - INFO - Epoch [11][280/3520] lr: 7.500e-03, eta: 1 day, 14:49:35, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7542, loss_cls: 2.1315, loss: 2.1315, grad_norm: 6.9242 2020-10-11 08:31:25,380 - mmaction - INFO - Epoch [11][300/3520] lr: 7.500e-03, eta: 1 day, 14:49:15, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7552, loss_cls: 2.1161, loss: 2.1161, grad_norm: 6.5943 2020-10-11 08:31:46,075 - mmaction - INFO - Epoch [11][320/3520] lr: 7.500e-03, eta: 1 day, 14:48:58, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0265, loss: 2.0265, grad_norm: 6.3338 2020-10-11 08:32:05,887 - mmaction - INFO - Epoch [11][340/3520] lr: 7.500e-03, eta: 1 day, 14:48:38, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.1656, loss: 2.1656, grad_norm: 6.5800 2020-10-11 08:32:25,803 - mmaction - INFO - Epoch [11][360/3520] lr: 7.500e-03, eta: 1 day, 14:48:18, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7469, loss_cls: 2.1446, loss: 2.1446, grad_norm: 6.4797 2020-10-11 08:32:46,416 - mmaction - INFO - Epoch [11][380/3520] lr: 7.500e-03, eta: 1 day, 14:48:01, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.1500, loss: 2.1500, grad_norm: 6.8279 2020-10-11 08:33:05,951 - mmaction - INFO - Epoch [11][400/3520] lr: 7.500e-03, eta: 1 day, 14:47:40, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7271, loss_cls: 2.2923, loss: 2.2923, grad_norm: 6.8654 2020-10-11 08:33:25,653 - mmaction - INFO - Epoch [11][420/3520] lr: 7.500e-03, eta: 1 day, 14:47:19, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7677, loss_cls: 2.1171, loss: 2.1171, grad_norm: 6.5317 2020-10-11 08:33:46,293 - mmaction - INFO - Epoch [11][440/3520] lr: 7.500e-03, eta: 1 day, 14:47:02, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7448, loss_cls: 2.1181, loss: 2.1181, grad_norm: 6.5551 2020-10-11 08:34:06,629 - mmaction - INFO - Epoch [11][460/3520] lr: 7.500e-03, eta: 1 day, 14:46:44, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7292, loss_cls: 2.2766, loss: 2.2766, grad_norm: 6.4612 2020-10-11 08:34:27,684 - mmaction - INFO - Epoch [11][480/3520] lr: 7.500e-03, eta: 1 day, 14:46:29, time: 1.057, data_time: 0.008, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7458, loss_cls: 2.1014, loss: 2.1014, grad_norm: 6.5599 2020-10-11 08:34:46,951 - mmaction - INFO - Epoch [11][500/3520] lr: 7.500e-03, eta: 1 day, 14:46:06, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7333, loss_cls: 2.1945, loss: 2.1945, grad_norm: 6.6367 2020-10-11 08:35:06,957 - mmaction - INFO - Epoch [11][520/3520] lr: 7.500e-03, eta: 1 day, 14:45:47, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7479, loss_cls: 2.0803, loss: 2.0803, grad_norm: 6.5497 2020-10-11 08:35:26,938 - mmaction - INFO - Epoch [11][540/3520] lr: 7.500e-03, eta: 1 day, 14:45:27, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7469, loss_cls: 2.1143, loss: 2.1143, grad_norm: 6.6319 2020-10-11 08:35:46,936 - mmaction - INFO - Epoch [11][560/3520] lr: 7.500e-03, eta: 1 day, 14:45:08, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7365, loss_cls: 2.2345, loss: 2.2345, grad_norm: 6.6365 2020-10-11 08:36:06,571 - mmaction - INFO - Epoch [11][580/3520] lr: 7.500e-03, eta: 1 day, 14:44:47, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1583, loss: 2.1583, grad_norm: 6.5407 2020-10-11 08:36:26,857 - mmaction - INFO - Epoch [11][600/3520] lr: 7.500e-03, eta: 1 day, 14:44:29, time: 1.015, data_time: 0.008, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7510, loss_cls: 2.1353, loss: 2.1353, grad_norm: 6.7932 2020-10-11 08:36:46,266 - mmaction - INFO - Epoch [11][620/3520] lr: 7.500e-03, eta: 1 day, 14:44:07, time: 0.971, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7396, loss_cls: 2.1567, loss: 2.1567, grad_norm: 6.7423 2020-10-11 08:37:06,411 - mmaction - INFO - Epoch [11][640/3520] lr: 7.500e-03, eta: 1 day, 14:43:48, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7458, loss_cls: 2.1473, loss: 2.1473, grad_norm: 6.6449 2020-10-11 08:37:26,029 - mmaction - INFO - Epoch [11][660/3520] lr: 7.500e-03, eta: 1 day, 14:43:27, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7635, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.5360 2020-10-11 08:37:45,503 - mmaction - INFO - Epoch [11][680/3520] lr: 7.500e-03, eta: 1 day, 14:43:05, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7312, loss_cls: 2.2121, loss: 2.2121, grad_norm: 7.2428 2020-10-11 08:38:05,505 - mmaction - INFO - Epoch [11][700/3520] lr: 7.500e-03, eta: 1 day, 14:42:46, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7500, loss_cls: 2.1687, loss: 2.1687, grad_norm: 6.7759 2020-10-11 08:38:26,372 - mmaction - INFO - Epoch [11][720/3520] lr: 7.500e-03, eta: 1 day, 14:42:30, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7375, loss_cls: 2.1489, loss: 2.1489, grad_norm: 7.0188 2020-10-11 08:38:45,820 - mmaction - INFO - Epoch [11][740/3520] lr: 7.500e-03, eta: 1 day, 14:42:08, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7323, loss_cls: 2.1302, loss: 2.1302, grad_norm: 6.6825 2020-10-11 08:39:05,689 - mmaction - INFO - Epoch [11][760/3520] lr: 7.500e-03, eta: 1 day, 14:41:48, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7427, loss_cls: 2.2177, loss: 2.2177, grad_norm: 6.8396 2020-10-11 08:39:25,634 - mmaction - INFO - Epoch [11][780/3520] lr: 7.500e-03, eta: 1 day, 14:41:28, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7479, loss_cls: 2.1680, loss: 2.1680, grad_norm: 6.6925 2020-10-11 08:39:45,171 - mmaction - INFO - Epoch [11][800/3520] lr: 7.500e-03, eta: 1 day, 14:41:07, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7458, loss_cls: 2.1196, loss: 2.1196, grad_norm: 6.6532 2020-10-11 08:40:05,338 - mmaction - INFO - Epoch [11][820/3520] lr: 7.500e-03, eta: 1 day, 14:40:48, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7802, loss_cls: 2.0320, loss: 2.0320, grad_norm: 6.6975 2020-10-11 08:40:25,427 - mmaction - INFO - Epoch [11][840/3520] lr: 7.500e-03, eta: 1 day, 14:40:29, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7312, loss_cls: 2.2137, loss: 2.2137, grad_norm: 6.6594 2020-10-11 08:40:45,318 - mmaction - INFO - Epoch [11][860/3520] lr: 7.500e-03, eta: 1 day, 14:40:09, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7500, loss_cls: 2.1592, loss: 2.1592, grad_norm: 6.5326 2020-10-11 08:41:05,296 - mmaction - INFO - Epoch [11][880/3520] lr: 7.500e-03, eta: 1 day, 14:39:49, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7208, loss_cls: 2.2149, loss: 2.2149, grad_norm: 6.8483 2020-10-11 08:41:25,161 - mmaction - INFO - Epoch [11][900/3520] lr: 7.500e-03, eta: 1 day, 14:39:30, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7333, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.8343 2020-10-11 08:41:45,150 - mmaction - INFO - Epoch [11][920/3520] lr: 7.500e-03, eta: 1 day, 14:39:10, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7313, loss_cls: 2.1886, loss: 2.1886, grad_norm: 6.7045 2020-10-11 08:42:05,236 - mmaction - INFO - Epoch [11][940/3520] lr: 7.500e-03, eta: 1 day, 14:38:51, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7333, loss_cls: 2.1684, loss: 2.1684, grad_norm: 6.7473 2020-10-11 08:42:25,896 - mmaction - INFO - Epoch [11][960/3520] lr: 7.500e-03, eta: 1 day, 14:38:34, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7500, loss_cls: 2.0795, loss: 2.0795, grad_norm: 6.7364 2020-10-11 08:42:45,389 - mmaction - INFO - Epoch [11][980/3520] lr: 7.500e-03, eta: 1 day, 14:38:13, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.1603, loss: 2.1603, grad_norm: 6.8303 2020-10-11 08:43:05,822 - mmaction - INFO - Epoch [11][1000/3520] lr: 7.500e-03, eta: 1 day, 14:37:55, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7698, loss_cls: 2.0344, loss: 2.0344, grad_norm: 6.7121 2020-10-11 08:43:25,531 - mmaction - INFO - Epoch [11][1020/3520] lr: 7.500e-03, eta: 1 day, 14:37:34, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7510, loss_cls: 2.1275, loss: 2.1275, grad_norm: 6.7401 2020-10-11 08:43:45,237 - mmaction - INFO - Epoch [11][1040/3520] lr: 7.500e-03, eta: 1 day, 14:37:13, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.1790, loss: 2.1790, grad_norm: 6.8017 2020-10-11 08:44:05,224 - mmaction - INFO - Epoch [11][1060/3520] lr: 7.500e-03, eta: 1 day, 14:36:54, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0424, loss: 2.0424, grad_norm: 6.6742 2020-10-11 08:44:25,021 - mmaction - INFO - Epoch [11][1080/3520] lr: 7.500e-03, eta: 1 day, 14:36:34, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7438, loss_cls: 2.1632, loss: 2.1632, grad_norm: 6.6633 2020-10-11 08:44:45,075 - mmaction - INFO - Epoch [11][1100/3520] lr: 7.500e-03, eta: 1 day, 14:36:14, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7615, loss_cls: 2.0777, loss: 2.0777, grad_norm: 6.5472 2020-10-11 08:45:04,867 - mmaction - INFO - Epoch [11][1120/3520] lr: 7.500e-03, eta: 1 day, 14:35:54, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7417, loss_cls: 2.1937, loss: 2.1937, grad_norm: 6.7335 2020-10-11 08:45:24,313 - mmaction - INFO - Epoch [11][1140/3520] lr: 7.500e-03, eta: 1 day, 14:35:32, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7490, loss_cls: 2.1432, loss: 2.1432, grad_norm: 6.6592 2020-10-11 08:45:44,371 - mmaction - INFO - Epoch [11][1160/3520] lr: 7.500e-03, eta: 1 day, 14:35:13, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7365, loss_cls: 2.1620, loss: 2.1620, grad_norm: 6.4754 2020-10-11 08:46:04,192 - mmaction - INFO - Epoch [11][1180/3520] lr: 7.500e-03, eta: 1 day, 14:34:53, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7406, loss_cls: 2.1828, loss: 2.1828, grad_norm: 7.2767 2020-10-11 08:46:23,831 - mmaction - INFO - Epoch [11][1200/3520] lr: 7.500e-03, eta: 1 day, 14:34:32, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7448, loss_cls: 2.1568, loss: 2.1568, grad_norm: 6.8092 2020-10-11 08:46:43,626 - mmaction - INFO - Epoch [11][1220/3520] lr: 7.500e-03, eta: 1 day, 14:34:12, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7406, loss_cls: 2.1947, loss: 2.1947, grad_norm: 6.5904 2020-10-11 08:47:03,790 - mmaction - INFO - Epoch [11][1240/3520] lr: 7.500e-03, eta: 1 day, 14:33:53, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7375, loss_cls: 2.1502, loss: 2.1502, grad_norm: 6.8363 2020-10-11 08:47:23,242 - mmaction - INFO - Epoch [11][1260/3520] lr: 7.500e-03, eta: 1 day, 14:33:31, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7469, loss_cls: 2.1058, loss: 2.1058, grad_norm: 6.7918 2020-10-11 08:47:43,371 - mmaction - INFO - Epoch [11][1280/3520] lr: 7.500e-03, eta: 1 day, 14:33:12, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7375, loss_cls: 2.1324, loss: 2.1324, grad_norm: 6.5527 2020-10-11 08:48:03,069 - mmaction - INFO - Epoch [11][1300/3520] lr: 7.500e-03, eta: 1 day, 14:32:51, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7500, loss_cls: 2.1318, loss: 2.1318, grad_norm: 6.9948 2020-10-11 08:48:22,882 - mmaction - INFO - Epoch [11][1320/3520] lr: 7.500e-03, eta: 1 day, 14:32:31, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7656, loss_cls: 2.1720, loss: 2.1720, grad_norm: 6.6825 2020-10-11 08:48:42,340 - mmaction - INFO - Epoch [11][1340/3520] lr: 7.500e-03, eta: 1 day, 14:32:10, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7458, loss_cls: 2.0956, loss: 2.0956, grad_norm: 6.5528 2020-10-11 08:49:02,111 - mmaction - INFO - Epoch [11][1360/3520] lr: 7.500e-03, eta: 1 day, 14:31:49, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.1240, loss: 2.1240, grad_norm: 6.7137 2020-10-11 08:49:22,998 - mmaction - INFO - Epoch [11][1380/3520] lr: 7.500e-03, eta: 1 day, 14:31:33, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7313, loss_cls: 2.1515, loss: 2.1515, grad_norm: 6.5311 2020-10-11 08:49:42,261 - mmaction - INFO - Epoch [11][1400/3520] lr: 7.500e-03, eta: 1 day, 14:31:11, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7396, loss_cls: 2.1901, loss: 2.1901, grad_norm: 6.8367 2020-10-11 08:50:02,733 - mmaction - INFO - Epoch [11][1420/3520] lr: 7.500e-03, eta: 1 day, 14:30:53, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7365, loss_cls: 2.1193, loss: 2.1193, grad_norm: 6.4290 2020-10-11 08:50:22,270 - mmaction - INFO - Epoch [11][1440/3520] lr: 7.500e-03, eta: 1 day, 14:30:32, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7469, loss_cls: 2.1712, loss: 2.1712, grad_norm: 6.6452 2020-10-11 08:50:41,985 - mmaction - INFO - Epoch [11][1460/3520] lr: 7.500e-03, eta: 1 day, 14:30:12, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7292, loss_cls: 2.2497, loss: 2.2497, grad_norm: 6.4471 2020-10-11 08:51:01,567 - mmaction - INFO - Epoch [11][1480/3520] lr: 7.500e-03, eta: 1 day, 14:29:50, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7510, loss_cls: 2.1128, loss: 2.1128, grad_norm: 6.7570 2020-10-11 08:51:21,687 - mmaction - INFO - Epoch [11][1500/3520] lr: 7.500e-03, eta: 1 day, 14:29:31, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7427, loss_cls: 2.1904, loss: 2.1904, grad_norm: 6.6832 2020-10-11 08:51:41,238 - mmaction - INFO - Epoch [11][1520/3520] lr: 7.500e-03, eta: 1 day, 14:29:10, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7240, loss_cls: 2.2438, loss: 2.2438, grad_norm: 6.7642 2020-10-11 08:52:01,120 - mmaction - INFO - Epoch [11][1540/3520] lr: 7.500e-03, eta: 1 day, 14:28:50, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7719, loss_cls: 2.0232, loss: 2.0232, grad_norm: 6.5291 2020-10-11 08:52:20,860 - mmaction - INFO - Epoch [11][1560/3520] lr: 7.500e-03, eta: 1 day, 14:28:30, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7365, loss_cls: 2.1826, loss: 2.1826, grad_norm: 6.7010 2020-10-11 08:52:40,371 - mmaction - INFO - Epoch [11][1580/3520] lr: 7.500e-03, eta: 1 day, 14:28:08, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7198, loss_cls: 2.2049, loss: 2.2049, grad_norm: 6.6560 2020-10-11 08:53:00,262 - mmaction - INFO - Epoch [11][1600/3520] lr: 7.500e-03, eta: 1 day, 14:27:48, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.1652, loss: 2.1652, grad_norm: 6.7081 2020-10-11 08:53:19,760 - mmaction - INFO - Epoch [11][1620/3520] lr: 7.500e-03, eta: 1 day, 14:27:27, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7542, loss_cls: 2.1548, loss: 2.1548, grad_norm: 6.4483 2020-10-11 08:53:39,021 - mmaction - INFO - Epoch [11][1640/3520] lr: 7.500e-03, eta: 1 day, 14:27:05, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7313, loss_cls: 2.2017, loss: 2.2017, grad_norm: 6.2912 2020-10-11 08:53:59,009 - mmaction - INFO - Epoch [11][1660/3520] lr: 7.500e-03, eta: 1 day, 14:26:45, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7385, loss_cls: 2.1841, loss: 2.1841, grad_norm: 6.5389 2020-10-11 08:54:18,514 - mmaction - INFO - Epoch [11][1680/3520] lr: 7.500e-03, eta: 1 day, 14:26:24, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7615, loss_cls: 2.0985, loss: 2.0985, grad_norm: 6.6227 2020-10-11 08:54:37,990 - mmaction - INFO - Epoch [11][1700/3520] lr: 7.500e-03, eta: 1 day, 14:26:02, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7406, loss_cls: 2.1407, loss: 2.1407, grad_norm: 6.4712 2020-10-11 08:54:57,522 - mmaction - INFO - Epoch [11][1720/3520] lr: 7.500e-03, eta: 1 day, 14:25:41, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7687, loss_cls: 2.0893, loss: 2.0893, grad_norm: 6.7445 2020-10-11 08:55:16,949 - mmaction - INFO - Epoch [11][1740/3520] lr: 7.500e-03, eta: 1 day, 14:25:20, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7448, loss_cls: 2.1535, loss: 2.1535, grad_norm: 6.6673 2020-10-11 08:55:36,312 - mmaction - INFO - Epoch [11][1760/3520] lr: 7.500e-03, eta: 1 day, 14:24:58, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7417, loss_cls: 2.1459, loss: 2.1459, grad_norm: 6.8613 2020-10-11 08:55:56,325 - mmaction - INFO - Epoch [11][1780/3520] lr: 7.500e-03, eta: 1 day, 14:24:38, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7417, loss_cls: 2.1418, loss: 2.1418, grad_norm: 6.7180 2020-10-11 08:56:15,867 - mmaction - INFO - Epoch [11][1800/3520] lr: 7.500e-03, eta: 1 day, 14:24:17, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.4312, top5_acc: 0.7104, loss_cls: 2.2893, loss: 2.2893, grad_norm: 7.2395 2020-10-11 08:56:35,988 - mmaction - INFO - Epoch [11][1820/3520] lr: 7.500e-03, eta: 1 day, 14:23:58, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7240, loss_cls: 2.2681, loss: 2.2681, grad_norm: 6.7180 2020-10-11 08:56:55,156 - mmaction - INFO - Epoch [11][1840/3520] lr: 7.500e-03, eta: 1 day, 14:23:35, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7344, loss_cls: 2.2114, loss: 2.2114, grad_norm: 6.8446 2020-10-11 08:57:14,863 - mmaction - INFO - Epoch [11][1860/3520] lr: 7.500e-03, eta: 1 day, 14:23:15, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7448, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.5595 2020-10-11 08:57:34,069 - mmaction - INFO - Epoch [11][1880/3520] lr: 7.500e-03, eta: 1 day, 14:22:52, time: 0.961, data_time: 0.003, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7292, loss_cls: 2.1894, loss: 2.1894, grad_norm: 6.8205 2020-10-11 08:57:53,413 - mmaction - INFO - Epoch [11][1900/3520] lr: 7.500e-03, eta: 1 day, 14:22:30, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7375, loss_cls: 2.2045, loss: 2.2045, grad_norm: 6.6903 2020-10-11 08:58:13,398 - mmaction - INFO - Epoch [11][1920/3520] lr: 7.500e-03, eta: 1 day, 14:22:11, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7438, loss_cls: 2.1502, loss: 2.1502, grad_norm: 6.6449 2020-10-11 08:58:32,167 - mmaction - INFO - Epoch [11][1940/3520] lr: 7.500e-03, eta: 1 day, 14:21:46, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7490, loss_cls: 2.0954, loss: 2.0954, grad_norm: 6.4415 2020-10-11 08:58:52,046 - mmaction - INFO - Epoch [11][1960/3520] lr: 7.500e-03, eta: 1 day, 14:21:27, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1138, loss: 2.1138, grad_norm: 6.5296 2020-10-11 08:59:11,029 - mmaction - INFO - Epoch [11][1980/3520] lr: 7.500e-03, eta: 1 day, 14:21:03, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7677, loss_cls: 2.0408, loss: 2.0408, grad_norm: 6.5743 2020-10-11 08:59:30,708 - mmaction - INFO - Epoch [11][2000/3520] lr: 7.500e-03, eta: 1 day, 14:20:43, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7625, loss_cls: 2.1053, loss: 2.1053, grad_norm: 6.6026 2020-10-11 08:59:50,135 - mmaction - INFO - Epoch [11][2020/3520] lr: 7.500e-03, eta: 1 day, 14:20:21, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7573, loss_cls: 2.1153, loss: 2.1153, grad_norm: 6.4248 2020-10-11 09:00:10,679 - mmaction - INFO - Epoch [11][2040/3520] lr: 7.500e-03, eta: 1 day, 14:20:03, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7479, loss_cls: 2.1610, loss: 2.1610, grad_norm: 6.5769 2020-10-11 09:00:31,476 - mmaction - INFO - Epoch [11][2060/3520] lr: 7.500e-03, eta: 1 day, 14:19:47, time: 1.045, data_time: 0.015, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7521, loss_cls: 2.1242, loss: 2.1242, grad_norm: 6.8309 2020-10-11 09:00:51,976 - mmaction - INFO - Epoch [11][2080/3520] lr: 7.500e-03, eta: 1 day, 14:19:29, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7417, loss_cls: 2.1700, loss: 2.1700, grad_norm: 6.5652 2020-10-11 09:01:12,050 - mmaction - INFO - Epoch [11][2100/3520] lr: 7.500e-03, eta: 1 day, 14:19:10, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7573, loss_cls: 2.0827, loss: 2.0827, grad_norm: 6.7146 2020-10-11 09:01:30,754 - mmaction - INFO - Epoch [11][2120/3520] lr: 7.500e-03, eta: 1 day, 14:18:46, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7292, loss_cls: 2.1726, loss: 2.1726, grad_norm: 6.7305 2020-10-11 09:01:49,968 - mmaction - INFO - Epoch [11][2140/3520] lr: 7.500e-03, eta: 1 day, 14:18:24, time: 0.961, data_time: 0.003, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7615, loss_cls: 2.1268, loss: 2.1268, grad_norm: 6.5132 2020-10-11 09:02:10,091 - mmaction - INFO - Epoch [11][2160/3520] lr: 7.500e-03, eta: 1 day, 14:18:04, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7635, loss_cls: 2.0242, loss: 2.0242, grad_norm: 7.0453 2020-10-11 09:02:31,361 - mmaction - INFO - Epoch [11][2180/3520] lr: 7.500e-03, eta: 1 day, 14:17:50, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7583, loss_cls: 2.1004, loss: 2.1004, grad_norm: 6.4391 2020-10-11 09:02:50,826 - mmaction - INFO - Epoch [11][2200/3520] lr: 7.500e-03, eta: 1 day, 14:17:28, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7229, loss_cls: 2.2631, loss: 2.2631, grad_norm: 7.1129 2020-10-11 09:03:11,433 - mmaction - INFO - Epoch [11][2220/3520] lr: 7.500e-03, eta: 1 day, 14:17:11, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7448, loss_cls: 2.1367, loss: 2.1367, grad_norm: 6.6232 2020-10-11 09:03:30,661 - mmaction - INFO - Epoch [11][2240/3520] lr: 7.500e-03, eta: 1 day, 14:16:49, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7375, loss_cls: 2.2351, loss: 2.2351, grad_norm: 6.9806 2020-10-11 09:03:50,485 - mmaction - INFO - Epoch [11][2260/3520] lr: 7.500e-03, eta: 1 day, 14:16:29, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7292, loss_cls: 2.2373, loss: 2.2373, grad_norm: 6.5889 2020-10-11 09:04:09,608 - mmaction - INFO - Epoch [11][2280/3520] lr: 7.500e-03, eta: 1 day, 14:16:06, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7438, loss_cls: 2.1556, loss: 2.1556, grad_norm: 6.8890 2020-10-11 09:04:28,959 - mmaction - INFO - Epoch [11][2300/3520] lr: 7.500e-03, eta: 1 day, 14:15:44, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7458, loss_cls: 2.2181, loss: 2.2181, grad_norm: 7.0947 2020-10-11 09:04:49,690 - mmaction - INFO - Epoch [11][2320/3520] lr: 7.500e-03, eta: 1 day, 14:15:27, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7344, loss_cls: 2.2216, loss: 2.2216, grad_norm: 6.6383 2020-10-11 09:05:09,260 - mmaction - INFO - Epoch [11][2340/3520] lr: 7.500e-03, eta: 1 day, 14:15:06, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7281, loss_cls: 2.2220, loss: 2.2220, grad_norm: 6.5667 2020-10-11 09:05:28,336 - mmaction - INFO - Epoch [11][2360/3520] lr: 7.500e-03, eta: 1 day, 14:14:43, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7438, loss_cls: 2.1623, loss: 2.1623, grad_norm: 6.7214 2020-10-11 09:05:48,958 - mmaction - INFO - Epoch [11][2380/3520] lr: 7.500e-03, eta: 1 day, 14:14:26, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.2874, loss: 2.2874, grad_norm: 7.0839 2020-10-11 09:06:09,342 - mmaction - INFO - Epoch [11][2400/3520] lr: 7.500e-03, eta: 1 day, 14:14:08, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7552, loss_cls: 2.0936, loss: 2.0936, grad_norm: 7.0571 2020-10-11 09:06:28,876 - mmaction - INFO - Epoch [11][2420/3520] lr: 7.500e-03, eta: 1 day, 14:13:47, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7406, loss_cls: 2.2463, loss: 2.2463, grad_norm: 6.8420 2020-10-11 09:06:47,875 - mmaction - INFO - Epoch [11][2440/3520] lr: 7.500e-03, eta: 1 day, 14:13:24, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7313, loss_cls: 2.1643, loss: 2.1643, grad_norm: 6.6441 2020-10-11 09:07:07,285 - mmaction - INFO - Epoch [11][2460/3520] lr: 7.500e-03, eta: 1 day, 14:13:02, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7333, loss_cls: 2.3039, loss: 2.3039, grad_norm: 6.8264 2020-10-11 09:07:27,747 - mmaction - INFO - Epoch [11][2480/3520] lr: 7.500e-03, eta: 1 day, 14:12:44, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7615, loss_cls: 2.1690, loss: 2.1690, grad_norm: 6.6614 2020-10-11 09:07:47,492 - mmaction - INFO - Epoch [11][2500/3520] lr: 7.500e-03, eta: 1 day, 14:12:24, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.3092, loss: 2.3092, grad_norm: 6.7433 2020-10-11 09:08:07,455 - mmaction - INFO - Epoch [11][2520/3520] lr: 7.500e-03, eta: 1 day, 14:12:04, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7208, loss_cls: 2.2056, loss: 2.2056, grad_norm: 6.5325 2020-10-11 09:08:26,677 - mmaction - INFO - Epoch [11][2540/3520] lr: 7.500e-03, eta: 1 day, 14:11:42, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7302, loss_cls: 2.2292, loss: 2.2292, grad_norm: 6.7100 2020-10-11 09:08:45,964 - mmaction - INFO - Epoch [11][2560/3520] lr: 7.500e-03, eta: 1 day, 14:11:20, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7406, loss_cls: 2.1654, loss: 2.1654, grad_norm: 6.7127 2020-10-11 09:09:05,396 - mmaction - INFO - Epoch [11][2580/3520] lr: 7.500e-03, eta: 1 day, 14:10:58, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7635, loss_cls: 2.0752, loss: 2.0752, grad_norm: 6.5704 2020-10-11 09:09:26,528 - mmaction - INFO - Epoch [11][2600/3520] lr: 7.500e-03, eta: 1 day, 14:10:43, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7427, loss_cls: 2.1672, loss: 2.1672, grad_norm: 6.6491 2020-10-11 09:09:45,567 - mmaction - INFO - Epoch [11][2620/3520] lr: 7.500e-03, eta: 1 day, 14:10:20, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7146, loss_cls: 2.2695, loss: 2.2695, grad_norm: 6.8802 2020-10-11 09:10:04,862 - mmaction - INFO - Epoch [11][2640/3520] lr: 7.500e-03, eta: 1 day, 14:09:58, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7437, loss_cls: 2.1526, loss: 2.1526, grad_norm: 6.6810 2020-10-11 09:10:25,507 - mmaction - INFO - Epoch [11][2660/3520] lr: 7.500e-03, eta: 1 day, 14:09:40, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7510, loss_cls: 2.1422, loss: 2.1422, grad_norm: 7.0155 2020-10-11 09:10:45,172 - mmaction - INFO - Epoch [11][2680/3520] lr: 7.500e-03, eta: 1 day, 14:09:20, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7177, loss_cls: 2.2167, loss: 2.2167, grad_norm: 6.5918 2020-10-11 09:11:04,786 - mmaction - INFO - Epoch [11][2700/3520] lr: 7.500e-03, eta: 1 day, 14:08:59, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7729, loss_cls: 2.0357, loss: 2.0357, grad_norm: 6.7110 2020-10-11 09:11:24,411 - mmaction - INFO - Epoch [11][2720/3520] lr: 7.500e-03, eta: 1 day, 14:08:38, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7312, loss_cls: 2.2693, loss: 2.2693, grad_norm: 6.7704 2020-10-11 09:11:43,721 - mmaction - INFO - Epoch [11][2740/3520] lr: 7.500e-03, eta: 1 day, 14:08:16, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7396, loss_cls: 2.2623, loss: 2.2623, grad_norm: 6.9113 2020-10-11 09:12:03,220 - mmaction - INFO - Epoch [11][2760/3520] lr: 7.500e-03, eta: 1 day, 14:07:55, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7198, loss_cls: 2.2180, loss: 2.2180, grad_norm: 6.6750 2020-10-11 09:12:22,545 - mmaction - INFO - Epoch [11][2780/3520] lr: 7.500e-03, eta: 1 day, 14:07:33, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7458, loss_cls: 2.1339, loss: 2.1339, grad_norm: 6.7002 2020-10-11 09:12:42,526 - mmaction - INFO - Epoch [11][2800/3520] lr: 7.500e-03, eta: 1 day, 14:07:13, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7573, loss_cls: 2.1229, loss: 2.1229, grad_norm: 6.6810 2020-10-11 09:13:03,274 - mmaction - INFO - Epoch [11][2820/3520] lr: 7.500e-03, eta: 1 day, 14:06:57, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7740, loss_cls: 2.0759, loss: 2.0759, grad_norm: 6.9003 2020-10-11 09:13:22,366 - mmaction - INFO - Epoch [11][2840/3520] lr: 7.500e-03, eta: 1 day, 14:06:34, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7198, loss_cls: 2.2512, loss: 2.2512, grad_norm: 6.7422 2020-10-11 09:13:41,349 - mmaction - INFO - Epoch [11][2860/3520] lr: 7.500e-03, eta: 1 day, 14:06:11, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7583, loss_cls: 2.1428, loss: 2.1428, grad_norm: 6.7457 2020-10-11 09:14:02,872 - mmaction - INFO - Epoch [11][2880/3520] lr: 7.500e-03, eta: 1 day, 14:05:56, time: 1.073, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7438, loss_cls: 2.1789, loss: 2.1789, grad_norm: 6.5937 2020-10-11 09:14:21,826 - mmaction - INFO - Epoch [11][2900/3520] lr: 7.500e-03, eta: 1 day, 14:05:33, time: 0.950, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7365, loss_cls: 2.1812, loss: 2.1812, grad_norm: 7.0045 2020-10-11 09:14:41,007 - mmaction - INFO - Epoch [11][2920/3520] lr: 7.500e-03, eta: 1 day, 14:05:11, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7344, loss_cls: 2.1327, loss: 2.1327, grad_norm: 6.6500 2020-10-11 09:15:01,976 - mmaction - INFO - Epoch [11][2940/3520] lr: 7.500e-03, eta: 1 day, 14:04:55, time: 1.049, data_time: 0.004, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7333, loss_cls: 2.2495, loss: 2.2495, grad_norm: 6.5505 2020-10-11 09:15:20,801 - mmaction - INFO - Epoch [11][2960/3520] lr: 7.500e-03, eta: 1 day, 14:04:31, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7354, loss_cls: 2.2847, loss: 2.2847, grad_norm: 6.7670 2020-10-11 09:15:40,612 - mmaction - INFO - Epoch [11][2980/3520] lr: 7.500e-03, eta: 1 day, 14:04:11, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7323, loss_cls: 2.1537, loss: 2.1537, grad_norm: 6.8187 2020-10-11 09:16:00,007 - mmaction - INFO - Epoch [11][3000/3520] lr: 7.500e-03, eta: 1 day, 14:03:49, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7292, loss_cls: 2.2147, loss: 2.2147, grad_norm: 6.4736 2020-10-11 09:16:20,473 - mmaction - INFO - Epoch [11][3020/3520] lr: 7.500e-03, eta: 1 day, 14:03:31, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7427, loss_cls: 2.1385, loss: 2.1385, grad_norm: 6.8996 2020-10-11 09:16:40,930 - mmaction - INFO - Epoch [11][3040/3520] lr: 7.500e-03, eta: 1 day, 14:03:14, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.1847, loss: 2.1847, grad_norm: 6.7650 2020-10-11 09:16:59,704 - mmaction - INFO - Epoch [11][3060/3520] lr: 7.500e-03, eta: 1 day, 14:02:50, time: 0.938, data_time: 0.004, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7375, loss_cls: 2.1379, loss: 2.1379, grad_norm: 6.6268 2020-10-11 09:17:20,826 - mmaction - INFO - Epoch [11][3080/3520] lr: 7.500e-03, eta: 1 day, 14:02:34, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7375, loss_cls: 2.2151, loss: 2.2151, grad_norm: 6.9834 2020-10-11 09:17:40,089 - mmaction - INFO - Epoch [11][3100/3520] lr: 7.500e-03, eta: 1 day, 14:02:12, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7365, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.6309 2020-10-11 09:17:59,202 - mmaction - INFO - Epoch [11][3120/3520] lr: 7.500e-03, eta: 1 day, 14:01:49, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7281, loss_cls: 2.2500, loss: 2.2500, grad_norm: 6.6332 2020-10-11 09:18:20,740 - mmaction - INFO - Epoch [11][3140/3520] lr: 7.500e-03, eta: 1 day, 14:01:36, time: 1.077, data_time: 0.007, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7448, loss_cls: 2.1066, loss: 2.1066, grad_norm: 6.6269 2020-10-11 09:18:39,868 - mmaction - INFO - Epoch [11][3160/3520] lr: 7.500e-03, eta: 1 day, 14:01:13, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7115, loss_cls: 2.2810, loss: 2.2810, grad_norm: 6.3232 2020-10-11 09:18:59,703 - mmaction - INFO - Epoch [11][3180/3520] lr: 7.500e-03, eta: 1 day, 14:00:53, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7344, loss_cls: 2.1623, loss: 2.1623, grad_norm: 6.4483 2020-10-11 09:19:20,145 - mmaction - INFO - Epoch [11][3200/3520] lr: 7.500e-03, eta: 1 day, 14:00:35, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7490, loss_cls: 2.1526, loss: 2.1526, grad_norm: 6.4567 2020-10-11 09:19:39,163 - mmaction - INFO - Epoch [11][3220/3520] lr: 7.500e-03, eta: 1 day, 14:00:12, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7490, loss_cls: 2.1366, loss: 2.1366, grad_norm: 6.7458 2020-10-11 09:19:58,765 - mmaction - INFO - Epoch [11][3240/3520] lr: 7.500e-03, eta: 1 day, 13:59:51, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7292, loss_cls: 2.2132, loss: 2.2132, grad_norm: 6.7668 2020-10-11 09:20:18,746 - mmaction - INFO - Epoch [11][3260/3520] lr: 7.500e-03, eta: 1 day, 13:59:31, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7312, loss_cls: 2.1712, loss: 2.1712, grad_norm: 6.6429 2020-10-11 09:20:38,065 - mmaction - INFO - Epoch [11][3280/3520] lr: 7.500e-03, eta: 1 day, 13:59:10, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7427, loss_cls: 2.1688, loss: 2.1688, grad_norm: 6.5639 2020-10-11 09:20:57,407 - mmaction - INFO - Epoch [11][3300/3520] lr: 7.500e-03, eta: 1 day, 13:58:47, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7385, loss_cls: 2.1285, loss: 2.1285, grad_norm: 6.5408 2020-10-11 09:21:17,182 - mmaction - INFO - Epoch [11][3320/3520] lr: 7.500e-03, eta: 1 day, 13:58:27, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7604, loss_cls: 2.0819, loss: 2.0819, grad_norm: 6.4977 2020-10-11 09:21:37,841 - mmaction - INFO - Epoch [11][3340/3520] lr: 7.500e-03, eta: 1 day, 13:58:10, time: 1.030, data_time: 0.003, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7365, loss_cls: 2.2274, loss: 2.2274, grad_norm: 6.7767 2020-10-11 09:21:58,923 - mmaction - INFO - Epoch [11][3360/3520] lr: 7.500e-03, eta: 1 day, 13:57:55, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7323, loss_cls: 2.2330, loss: 2.2330, grad_norm: 7.0088 2020-10-11 09:22:17,719 - mmaction - INFO - Epoch [11][3380/3520] lr: 7.500e-03, eta: 1 day, 13:57:31, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7198, loss_cls: 2.2703, loss: 2.2703, grad_norm: 7.1241 2020-10-11 09:22:38,831 - mmaction - INFO - Epoch [11][3400/3520] lr: 7.500e-03, eta: 1 day, 13:57:15, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.1427, loss: 2.1427, grad_norm: 6.4545 2020-10-11 09:22:57,936 - mmaction - INFO - Epoch [11][3420/3520] lr: 7.500e-03, eta: 1 day, 13:56:53, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7385, loss_cls: 2.1298, loss: 2.1298, grad_norm: 6.4880 2020-10-11 09:23:17,751 - mmaction - INFO - Epoch [11][3440/3520] lr: 7.500e-03, eta: 1 day, 13:56:32, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7469, loss_cls: 2.1150, loss: 2.1150, grad_norm: 6.7355 2020-10-11 09:23:37,641 - mmaction - INFO - Epoch [11][3460/3520] lr: 7.500e-03, eta: 1 day, 13:56:13, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7656, loss_cls: 2.0609, loss: 2.0609, grad_norm: 6.5449 2020-10-11 09:23:58,108 - mmaction - INFO - Epoch [11][3480/3520] lr: 7.500e-03, eta: 1 day, 13:55:55, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7427, loss_cls: 2.2326, loss: 2.2326, grad_norm: 6.4856 2020-10-11 09:24:18,629 - mmaction - INFO - Epoch [11][3500/3520] lr: 7.500e-03, eta: 1 day, 13:55:37, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7604, loss_cls: 2.0926, loss: 2.0926, grad_norm: 6.5628 2020-10-11 09:24:37,476 - mmaction - INFO - Epoch [11][3520/3520] lr: 7.500e-03, eta: 1 day, 13:55:13, time: 0.940, data_time: 0.003, memory: 10390, top1_acc: 0.4783, top5_acc: 0.7478, loss_cls: 2.1418, loss: 2.1418, grad_norm: 6.6963 2020-10-11 09:24:37,776 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-10-11 09:25:11,286 - mmaction - INFO - Epoch [12][20/3520] lr: 7.500e-03, eta: 1 day, 13:55:40, time: 1.649, data_time: 0.668, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7500, loss_cls: 2.1100, loss: 2.1100, grad_norm: 6.4979 2020-10-11 09:25:29,431 - mmaction - INFO - Epoch [12][40/3520] lr: 7.500e-03, eta: 1 day, 13:55:14, time: 0.905, data_time: 0.002, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7542, loss_cls: 2.1483, loss: 2.1483, grad_norm: 6.6901 2020-10-11 09:25:50,015 - mmaction - INFO - Epoch [12][60/3520] lr: 7.500e-03, eta: 1 day, 13:54:56, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7281, loss_cls: 2.1439, loss: 2.1439, grad_norm: 6.6684 2020-10-11 09:26:09,843 - mmaction - INFO - Epoch [12][80/3520] lr: 7.500e-03, eta: 1 day, 13:54:36, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7344, loss_cls: 2.2410, loss: 2.2410, grad_norm: 6.6715 2020-10-11 09:26:29,357 - mmaction - INFO - Epoch [12][100/3520] lr: 7.500e-03, eta: 1 day, 13:54:15, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7604, loss_cls: 2.0802, loss: 2.0802, grad_norm: 6.6328 2020-10-11 09:26:49,179 - mmaction - INFO - Epoch [12][120/3520] lr: 7.500e-03, eta: 1 day, 13:53:55, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.0958, loss: 2.0958, grad_norm: 6.2823 2020-10-11 09:27:10,805 - mmaction - INFO - Epoch [12][140/3520] lr: 7.500e-03, eta: 1 day, 13:53:41, time: 1.081, data_time: 0.008, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7646, loss_cls: 2.0721, loss: 2.0721, grad_norm: 6.8562 2020-10-11 09:27:30,124 - mmaction - INFO - Epoch [12][160/3520] lr: 7.500e-03, eta: 1 day, 13:53:19, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7510, loss_cls: 2.1254, loss: 2.1254, grad_norm: 6.5666 2020-10-11 09:27:50,232 - mmaction - INFO - Epoch [12][180/3520] lr: 7.500e-03, eta: 1 day, 13:53:00, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7344, loss_cls: 2.2688, loss: 2.2688, grad_norm: 6.7515 2020-10-11 09:28:10,340 - mmaction - INFO - Epoch [12][200/3520] lr: 7.500e-03, eta: 1 day, 13:52:41, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 1.9830, loss: 1.9830, grad_norm: 6.4857 2020-10-11 09:28:30,318 - mmaction - INFO - Epoch [12][220/3520] lr: 7.500e-03, eta: 1 day, 13:52:21, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7417, loss_cls: 2.0682, loss: 2.0682, grad_norm: 6.5497 2020-10-11 09:28:49,533 - mmaction - INFO - Epoch [12][240/3520] lr: 7.500e-03, eta: 1 day, 13:51:59, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7521, loss_cls: 2.1282, loss: 2.1282, grad_norm: 6.7656 2020-10-11 09:29:09,676 - mmaction - INFO - Epoch [12][260/3520] lr: 7.500e-03, eta: 1 day, 13:51:40, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7500, loss_cls: 2.1317, loss: 2.1317, grad_norm: 6.3623 2020-10-11 09:29:29,618 - mmaction - INFO - Epoch [12][280/3520] lr: 7.500e-03, eta: 1 day, 13:51:20, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7479, loss_cls: 2.1234, loss: 2.1234, grad_norm: 6.8265 2020-10-11 09:29:49,853 - mmaction - INFO - Epoch [12][300/3520] lr: 7.500e-03, eta: 1 day, 13:51:01, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7323, loss_cls: 2.1461, loss: 2.1461, grad_norm: 6.6511 2020-10-11 09:30:09,084 - mmaction - INFO - Epoch [12][320/3520] lr: 7.500e-03, eta: 1 day, 13:50:39, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7417, loss_cls: 2.1079, loss: 2.1079, grad_norm: 6.4930 2020-10-11 09:30:29,630 - mmaction - INFO - Epoch [12][340/3520] lr: 7.500e-03, eta: 1 day, 13:50:22, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7615, loss_cls: 2.0975, loss: 2.0975, grad_norm: 6.5545 2020-10-11 09:30:50,396 - mmaction - INFO - Epoch [12][360/3520] lr: 7.500e-03, eta: 1 day, 13:50:05, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 2.0894, loss: 2.0894, grad_norm: 6.4621 2020-10-11 09:31:10,670 - mmaction - INFO - Epoch [12][380/3520] lr: 7.500e-03, eta: 1 day, 13:49:46, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7823, loss_cls: 2.0184, loss: 2.0184, grad_norm: 6.6633 2020-10-11 09:31:29,907 - mmaction - INFO - Epoch [12][400/3520] lr: 7.500e-03, eta: 1 day, 13:49:24, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7458, loss_cls: 2.1084, loss: 2.1084, grad_norm: 6.7278 2020-10-11 09:31:49,856 - mmaction - INFO - Epoch [12][420/3520] lr: 7.500e-03, eta: 1 day, 13:49:04, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7667, loss_cls: 2.0792, loss: 2.0792, grad_norm: 6.8303 2020-10-11 09:32:09,844 - mmaction - INFO - Epoch [12][440/3520] lr: 7.500e-03, eta: 1 day, 13:48:45, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7531, loss_cls: 2.0899, loss: 2.0899, grad_norm: 6.6280 2020-10-11 09:32:29,964 - mmaction - INFO - Epoch [12][460/3520] lr: 7.500e-03, eta: 1 day, 13:48:26, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7583, loss_cls: 2.1410, loss: 2.1410, grad_norm: 7.1183 2020-10-11 09:32:49,765 - mmaction - INFO - Epoch [12][480/3520] lr: 7.500e-03, eta: 1 day, 13:48:05, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7469, loss_cls: 2.1154, loss: 2.1154, grad_norm: 6.9150 2020-10-11 09:33:09,403 - mmaction - INFO - Epoch [12][500/3520] lr: 7.500e-03, eta: 1 day, 13:47:45, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7552, loss_cls: 2.0839, loss: 2.0839, grad_norm: 6.9386 2020-10-11 09:33:29,351 - mmaction - INFO - Epoch [12][520/3520] lr: 7.500e-03, eta: 1 day, 13:47:25, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7677, loss_cls: 2.0716, loss: 2.0716, grad_norm: 6.9630 2020-10-11 09:33:49,465 - mmaction - INFO - Epoch [12][540/3520] lr: 7.500e-03, eta: 1 day, 13:47:06, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7615, loss_cls: 2.0605, loss: 2.0605, grad_norm: 6.8074 2020-10-11 09:34:09,375 - mmaction - INFO - Epoch [12][560/3520] lr: 7.500e-03, eta: 1 day, 13:46:46, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7271, loss_cls: 2.1531, loss: 2.1531, grad_norm: 6.9652 2020-10-11 09:34:29,569 - mmaction - INFO - Epoch [12][580/3520] lr: 7.500e-03, eta: 1 day, 13:46:27, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7438, loss_cls: 2.1694, loss: 2.1694, grad_norm: 6.7222 2020-10-11 09:34:49,293 - mmaction - INFO - Epoch [12][600/3520] lr: 7.500e-03, eta: 1 day, 13:46:07, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7448, loss_cls: 2.1629, loss: 2.1629, grad_norm: 6.8863 2020-10-11 09:35:09,038 - mmaction - INFO - Epoch [12][620/3520] lr: 7.500e-03, eta: 1 day, 13:45:46, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7646, loss_cls: 2.0553, loss: 2.0553, grad_norm: 6.6795 2020-10-11 09:35:29,059 - mmaction - INFO - Epoch [12][640/3520] lr: 7.500e-03, eta: 1 day, 13:45:27, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7635, loss_cls: 2.0925, loss: 2.0925, grad_norm: 6.9955 2020-10-11 09:35:48,734 - mmaction - INFO - Epoch [12][660/3520] lr: 7.500e-03, eta: 1 day, 13:45:06, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7604, loss_cls: 2.1387, loss: 2.1387, grad_norm: 7.1516 2020-10-11 09:36:08,402 - mmaction - INFO - Epoch [12][680/3520] lr: 7.500e-03, eta: 1 day, 13:44:45, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7458, loss_cls: 2.1503, loss: 2.1503, grad_norm: 6.9776 2020-10-11 09:36:28,228 - mmaction - INFO - Epoch [12][700/3520] lr: 7.500e-03, eta: 1 day, 13:44:25, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7125, loss_cls: 2.2204, loss: 2.2204, grad_norm: 6.9566 2020-10-11 09:36:47,754 - mmaction - INFO - Epoch [12][720/3520] lr: 7.500e-03, eta: 1 day, 13:44:04, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7448, loss_cls: 2.1915, loss: 2.1915, grad_norm: 6.8299 2020-10-11 09:37:07,288 - mmaction - INFO - Epoch [12][740/3520] lr: 7.500e-03, eta: 1 day, 13:43:43, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7271, loss_cls: 2.1788, loss: 2.1788, grad_norm: 6.8177 2020-10-11 09:37:27,369 - mmaction - INFO - Epoch [12][760/3520] lr: 7.500e-03, eta: 1 day, 13:43:24, time: 1.008, data_time: 0.008, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7552, loss_cls: 2.1404, loss: 2.1404, grad_norm: 6.9887 2020-10-11 09:37:47,362 - mmaction - INFO - Epoch [12][780/3520] lr: 7.500e-03, eta: 1 day, 13:43:04, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7250, loss_cls: 2.2033, loss: 2.2033, grad_norm: 7.0861 2020-10-11 09:38:06,878 - mmaction - INFO - Epoch [12][800/3520] lr: 7.500e-03, eta: 1 day, 13:42:43, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7552, loss_cls: 2.0978, loss: 2.0978, grad_norm: 6.7745 2020-10-11 09:38:26,990 - mmaction - INFO - Epoch [12][820/3520] lr: 7.500e-03, eta: 1 day, 13:42:24, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7292, loss_cls: 2.2100, loss: 2.2100, grad_norm: 6.9922 2020-10-11 09:38:47,204 - mmaction - INFO - Epoch [12][840/3520] lr: 7.500e-03, eta: 1 day, 13:42:05, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7323, loss_cls: 2.2028, loss: 2.2028, grad_norm: 6.5329 2020-10-11 09:39:06,495 - mmaction - INFO - Epoch [12][860/3520] lr: 7.500e-03, eta: 1 day, 13:41:43, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7375, loss_cls: 2.1850, loss: 2.1850, grad_norm: 6.7397 2020-10-11 09:39:26,306 - mmaction - INFO - Epoch [12][880/3520] lr: 7.500e-03, eta: 1 day, 13:41:23, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7333, loss_cls: 2.2039, loss: 2.2039, grad_norm: 6.7812 2020-10-11 09:39:46,097 - mmaction - INFO - Epoch [12][900/3520] lr: 7.500e-03, eta: 1 day, 13:41:03, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7448, loss_cls: 2.2087, loss: 2.2087, grad_norm: 6.5392 2020-10-11 09:40:07,807 - mmaction - INFO - Epoch [12][920/3520] lr: 7.500e-03, eta: 1 day, 13:40:49, time: 1.085, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7615, loss_cls: 2.0566, loss: 2.0566, grad_norm: 6.7748 2020-10-11 09:40:27,529 - mmaction - INFO - Epoch [12][940/3520] lr: 7.500e-03, eta: 1 day, 13:40:28, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7615, loss_cls: 2.0357, loss: 2.0357, grad_norm: 6.7007 2020-10-11 09:40:48,367 - mmaction - INFO - Epoch [12][960/3520] lr: 7.500e-03, eta: 1 day, 13:40:12, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7698, loss_cls: 2.0836, loss: 2.0836, grad_norm: 6.8541 2020-10-11 09:41:07,331 - mmaction - INFO - Epoch [12][980/3520] lr: 7.500e-03, eta: 1 day, 13:39:49, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7448, loss_cls: 2.2232, loss: 2.2232, grad_norm: 7.2624 2020-10-11 09:41:27,010 - mmaction - INFO - Epoch [12][1000/3520] lr: 7.500e-03, eta: 1 day, 13:39:28, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7500, loss_cls: 2.1774, loss: 2.1774, grad_norm: 6.8921 2020-10-11 09:41:46,673 - mmaction - INFO - Epoch [12][1020/3520] lr: 7.500e-03, eta: 1 day, 13:39:07, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7562, loss_cls: 2.0613, loss: 2.0613, grad_norm: 6.6465 2020-10-11 09:42:07,336 - mmaction - INFO - Epoch [12][1040/3520] lr: 7.500e-03, eta: 1 day, 13:38:50, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7531, loss_cls: 2.0877, loss: 2.0877, grad_norm: 6.8212 2020-10-11 09:42:28,172 - mmaction - INFO - Epoch [12][1060/3520] lr: 7.500e-03, eta: 1 day, 13:38:33, time: 1.043, data_time: 0.008, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7375, loss_cls: 2.2193, loss: 2.2193, grad_norm: 7.1771 2020-10-11 09:42:48,712 - mmaction - INFO - Epoch [12][1080/3520] lr: 7.500e-03, eta: 1 day, 13:38:16, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7271, loss_cls: 2.2473, loss: 2.2473, grad_norm: 7.1078 2020-10-11 09:43:08,177 - mmaction - INFO - Epoch [12][1100/3520] lr: 7.500e-03, eta: 1 day, 13:37:54, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7208, loss_cls: 2.2726, loss: 2.2726, grad_norm: 7.0616 2020-10-11 09:43:27,407 - mmaction - INFO - Epoch [12][1120/3520] lr: 7.500e-03, eta: 1 day, 13:37:32, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7271, loss_cls: 2.2290, loss: 2.2290, grad_norm: 6.8348 2020-10-11 09:43:47,922 - mmaction - INFO - Epoch [12][1140/3520] lr: 7.500e-03, eta: 1 day, 13:37:14, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7448, loss_cls: 2.1481, loss: 2.1481, grad_norm: 6.6847 2020-10-11 09:44:08,612 - mmaction - INFO - Epoch [12][1160/3520] lr: 7.500e-03, eta: 1 day, 13:36:57, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7417, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.4917 2020-10-11 09:44:28,652 - mmaction - INFO - Epoch [12][1180/3520] lr: 7.500e-03, eta: 1 day, 13:36:38, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7167, loss_cls: 2.3143, loss: 2.3143, grad_norm: 6.9413 2020-10-11 09:44:48,970 - mmaction - INFO - Epoch [12][1200/3520] lr: 7.500e-03, eta: 1 day, 13:36:19, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7281, loss_cls: 2.1847, loss: 2.1847, grad_norm: 6.5225 2020-10-11 09:45:09,254 - mmaction - INFO - Epoch [12][1220/3520] lr: 7.500e-03, eta: 1 day, 13:36:01, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7521, loss_cls: 2.1512, loss: 2.1512, grad_norm: 6.5292 2020-10-11 09:45:29,375 - mmaction - INFO - Epoch [12][1240/3520] lr: 7.500e-03, eta: 1 day, 13:35:42, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7708, loss_cls: 2.0411, loss: 2.0411, grad_norm: 6.7948 2020-10-11 09:45:48,539 - mmaction - INFO - Epoch [12][1260/3520] lr: 7.500e-03, eta: 1 day, 13:35:19, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7552, loss_cls: 2.0245, loss: 2.0245, grad_norm: 6.8548 2020-10-11 09:46:08,769 - mmaction - INFO - Epoch [12][1280/3520] lr: 7.500e-03, eta: 1 day, 13:35:00, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7615, loss_cls: 2.1054, loss: 2.1054, grad_norm: 7.0243 2020-10-11 09:46:29,562 - mmaction - INFO - Epoch [12][1300/3520] lr: 7.500e-03, eta: 1 day, 13:34:43, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7448, loss_cls: 2.1336, loss: 2.1336, grad_norm: 6.8255 2020-10-11 09:46:49,497 - mmaction - INFO - Epoch [12][1320/3520] lr: 7.500e-03, eta: 1 day, 13:34:24, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1480, loss: 2.1480, grad_norm: 6.7030 2020-10-11 09:47:09,201 - mmaction - INFO - Epoch [12][1340/3520] lr: 7.500e-03, eta: 1 day, 13:34:03, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7646, loss_cls: 2.1239, loss: 2.1239, grad_norm: 6.8342 2020-10-11 09:47:30,090 - mmaction - INFO - Epoch [12][1360/3520] lr: 7.500e-03, eta: 1 day, 13:33:46, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7500, loss_cls: 2.1929, loss: 2.1929, grad_norm: 6.9770 2020-10-11 09:47:49,252 - mmaction - INFO - Epoch [12][1380/3520] lr: 7.500e-03, eta: 1 day, 13:33:24, time: 0.961, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7552, loss_cls: 2.1391, loss: 2.1391, grad_norm: 6.4989 2020-10-11 09:48:08,605 - mmaction - INFO - Epoch [12][1400/3520] lr: 7.500e-03, eta: 1 day, 13:33:02, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7760, loss_cls: 2.0630, loss: 2.0630, grad_norm: 6.7760 2020-10-11 09:48:29,630 - mmaction - INFO - Epoch [12][1420/3520] lr: 7.500e-03, eta: 1 day, 13:32:46, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7490, loss_cls: 2.1792, loss: 2.1792, grad_norm: 6.8415 2020-10-11 09:48:49,114 - mmaction - INFO - Epoch [12][1440/3520] lr: 7.500e-03, eta: 1 day, 13:32:25, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7448, loss_cls: 2.1491, loss: 2.1491, grad_norm: 6.7412 2020-10-11 09:49:08,762 - mmaction - INFO - Epoch [12][1460/3520] lr: 7.500e-03, eta: 1 day, 13:32:04, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.7628 2020-10-11 09:49:29,044 - mmaction - INFO - Epoch [12][1480/3520] lr: 7.500e-03, eta: 1 day, 13:31:46, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0612, loss: 2.0612, grad_norm: 7.1403 2020-10-11 09:49:48,148 - mmaction - INFO - Epoch [12][1500/3520] lr: 7.500e-03, eta: 1 day, 13:31:23, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7385, loss_cls: 2.1957, loss: 2.1957, grad_norm: 6.9412 2020-10-11 09:50:09,463 - mmaction - INFO - Epoch [12][1520/3520] lr: 7.500e-03, eta: 1 day, 13:31:08, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7208, loss_cls: 2.1983, loss: 2.1983, grad_norm: 6.8757 2020-10-11 09:50:29,197 - mmaction - INFO - Epoch [12][1540/3520] lr: 7.500e-03, eta: 1 day, 13:30:48, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7302, loss_cls: 2.1913, loss: 2.1913, grad_norm: 6.5697 2020-10-11 09:50:49,180 - mmaction - INFO - Epoch [12][1560/3520] lr: 7.500e-03, eta: 1 day, 13:30:28, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7802, loss_cls: 2.0426, loss: 2.0426, grad_norm: 6.7481 2020-10-11 09:51:10,276 - mmaction - INFO - Epoch [12][1580/3520] lr: 7.500e-03, eta: 1 day, 13:30:12, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7375, loss_cls: 2.2712, loss: 2.2712, grad_norm: 6.8888 2020-10-11 09:51:29,497 - mmaction - INFO - Epoch [12][1600/3520] lr: 7.500e-03, eta: 1 day, 13:29:50, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7604, loss_cls: 2.1207, loss: 2.1207, grad_norm: 6.6299 2020-10-11 09:51:50,406 - mmaction - INFO - Epoch [12][1620/3520] lr: 7.500e-03, eta: 1 day, 13:29:33, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7448, loss_cls: 2.1036, loss: 2.1036, grad_norm: 6.4674 2020-10-11 09:52:11,531 - mmaction - INFO - Epoch [12][1640/3520] lr: 7.500e-03, eta: 1 day, 13:29:17, time: 1.054, data_time: 0.008, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7240, loss_cls: 2.2244, loss: 2.2244, grad_norm: 6.8375 2020-10-11 09:52:30,075 - mmaction - INFO - Epoch [12][1660/3520] lr: 7.500e-03, eta: 1 day, 13:28:53, time: 0.929, data_time: 0.007, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7313, loss_cls: 2.2006, loss: 2.2006, grad_norm: 6.6879 2020-10-11 09:52:49,727 - mmaction - INFO - Epoch [12][1680/3520] lr: 7.500e-03, eta: 1 day, 13:28:32, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7479, loss_cls: 2.0884, loss: 2.0884, grad_norm: 6.5197 2020-10-11 09:53:10,240 - mmaction - INFO - Epoch [12][1700/3520] lr: 7.500e-03, eta: 1 day, 13:28:15, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7469, loss_cls: 2.0654, loss: 2.0654, grad_norm: 6.8854 2020-10-11 09:53:30,021 - mmaction - INFO - Epoch [12][1720/3520] lr: 7.500e-03, eta: 1 day, 13:27:54, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7542, loss_cls: 2.1266, loss: 2.1266, grad_norm: 6.5553 2020-10-11 09:53:51,067 - mmaction - INFO - Epoch [12][1740/3520] lr: 7.500e-03, eta: 1 day, 13:27:38, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7500, loss_cls: 2.1550, loss: 2.1550, grad_norm: 6.6650 2020-10-11 09:54:11,547 - mmaction - INFO - Epoch [12][1760/3520] lr: 7.500e-03, eta: 1 day, 13:27:20, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7490, loss_cls: 2.1133, loss: 2.1133, grad_norm: 6.5397 2020-10-11 09:54:32,105 - mmaction - INFO - Epoch [12][1780/3520] lr: 7.500e-03, eta: 1 day, 13:27:03, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7469, loss_cls: 2.1654, loss: 2.1654, grad_norm: 6.7624 2020-10-11 09:54:52,485 - mmaction - INFO - Epoch [12][1800/3520] lr: 7.500e-03, eta: 1 day, 13:26:44, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7146, loss_cls: 2.1699, loss: 2.1699, grad_norm: 7.2725 2020-10-11 09:55:12,048 - mmaction - INFO - Epoch [12][1820/3520] lr: 7.500e-03, eta: 1 day, 13:26:23, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7604, loss_cls: 2.1346, loss: 2.1346, grad_norm: 6.8434 2020-10-11 09:55:31,399 - mmaction - INFO - Epoch [12][1840/3520] lr: 7.500e-03, eta: 1 day, 13:26:02, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7490, loss_cls: 2.0847, loss: 2.0847, grad_norm: 6.7795 2020-10-11 09:55:51,758 - mmaction - INFO - Epoch [12][1860/3520] lr: 7.500e-03, eta: 1 day, 13:25:43, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7333, loss_cls: 2.1600, loss: 2.1600, grad_norm: 6.9413 2020-10-11 09:56:11,054 - mmaction - INFO - Epoch [12][1880/3520] lr: 7.500e-03, eta: 1 day, 13:25:21, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7625, loss_cls: 2.0693, loss: 2.0693, grad_norm: 6.8858 2020-10-11 09:56:31,566 - mmaction - INFO - Epoch [12][1900/3520] lr: 7.500e-03, eta: 1 day, 13:25:03, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7521, loss_cls: 2.1982, loss: 2.1982, grad_norm: 7.1561 2020-10-11 09:56:52,044 - mmaction - INFO - Epoch [12][1920/3520] lr: 7.500e-03, eta: 1 day, 13:24:45, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7740, loss_cls: 2.0295, loss: 2.0295, grad_norm: 6.6173 2020-10-11 09:57:12,882 - mmaction - INFO - Epoch [12][1940/3520] lr: 7.500e-03, eta: 1 day, 13:24:29, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7500, loss_cls: 2.0666, loss: 2.0666, grad_norm: 6.2033 2020-10-11 09:57:32,711 - mmaction - INFO - Epoch [12][1960/3520] lr: 7.500e-03, eta: 1 day, 13:24:08, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7302, loss_cls: 2.1747, loss: 2.1747, grad_norm: 6.7976 2020-10-11 09:57:51,979 - mmaction - INFO - Epoch [12][1980/3520] lr: 7.500e-03, eta: 1 day, 13:23:47, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7406, loss_cls: 2.1847, loss: 2.1847, grad_norm: 6.9505 2020-10-11 09:58:11,325 - mmaction - INFO - Epoch [12][2000/3520] lr: 7.500e-03, eta: 1 day, 13:23:25, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7375, loss_cls: 2.2265, loss: 2.2265, grad_norm: 6.7468 2020-10-11 09:58:31,155 - mmaction - INFO - Epoch [12][2020/3520] lr: 7.500e-03, eta: 1 day, 13:23:05, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7417, loss_cls: 2.1501, loss: 2.1501, grad_norm: 6.8344 2020-10-11 09:58:50,679 - mmaction - INFO - Epoch [12][2040/3520] lr: 7.500e-03, eta: 1 day, 13:22:44, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7396, loss_cls: 2.2270, loss: 2.2270, grad_norm: 7.0816 2020-10-11 09:59:10,495 - mmaction - INFO - Epoch [12][2060/3520] lr: 7.500e-03, eta: 1 day, 13:22:23, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7479, loss_cls: 2.0824, loss: 2.0824, grad_norm: 6.7247 2020-10-11 09:59:30,561 - mmaction - INFO - Epoch [12][2080/3520] lr: 7.500e-03, eta: 1 day, 13:22:04, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7552, loss_cls: 2.1616, loss: 2.1616, grad_norm: 6.7503 2020-10-11 09:59:49,998 - mmaction - INFO - Epoch [12][2100/3520] lr: 7.500e-03, eta: 1 day, 13:21:43, time: 0.976, data_time: 0.008, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7635, loss_cls: 2.1151, loss: 2.1151, grad_norm: 7.0780 2020-10-11 10:00:10,981 - mmaction - INFO - Epoch [12][2120/3520] lr: 7.500e-03, eta: 1 day, 13:21:26, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7417, loss_cls: 2.1624, loss: 2.1624, grad_norm: 6.8120 2020-10-11 10:00:30,914 - mmaction - INFO - Epoch [12][2140/3520] lr: 7.500e-03, eta: 1 day, 13:21:06, time: 1.000, data_time: 0.013, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7667, loss_cls: 2.0740, loss: 2.0740, grad_norm: 6.7238 2020-10-11 10:00:50,727 - mmaction - INFO - Epoch [12][2160/3520] lr: 7.500e-03, eta: 1 day, 13:20:46, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7521, loss_cls: 2.0968, loss: 2.0968, grad_norm: 6.5802 2020-10-11 10:01:09,861 - mmaction - INFO - Epoch [12][2180/3520] lr: 7.500e-03, eta: 1 day, 13:20:24, time: 0.961, data_time: 0.008, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0461, loss: 2.0461, grad_norm: 6.5008 2020-10-11 10:01:29,565 - mmaction - INFO - Epoch [12][2200/3520] lr: 7.500e-03, eta: 1 day, 13:20:03, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7323, loss_cls: 2.2065, loss: 2.2065, grad_norm: 6.7856 2020-10-11 10:01:48,665 - mmaction - INFO - Epoch [12][2220/3520] lr: 7.500e-03, eta: 1 day, 13:19:41, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.0753, loss: 2.0753, grad_norm: 6.6125 2020-10-11 10:02:07,793 - mmaction - INFO - Epoch [12][2240/3520] lr: 7.500e-03, eta: 1 day, 13:19:18, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7615, loss_cls: 2.0787, loss: 2.0787, grad_norm: 6.7995 2020-10-11 10:02:27,931 - mmaction - INFO - Epoch [12][2260/3520] lr: 7.500e-03, eta: 1 day, 13:18:59, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7448, loss_cls: 2.2087, loss: 2.2087, grad_norm: 7.1152 2020-10-11 10:02:47,118 - mmaction - INFO - Epoch [12][2280/3520] lr: 7.500e-03, eta: 1 day, 13:18:37, time: 0.961, data_time: 0.003, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7490, loss_cls: 2.1209, loss: 2.1209, grad_norm: 6.7353 2020-10-11 10:03:06,454 - mmaction - INFO - Epoch [12][2300/3520] lr: 7.500e-03, eta: 1 day, 13:18:15, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7583, loss_cls: 2.1032, loss: 2.1032, grad_norm: 6.5392 2020-10-11 10:03:25,648 - mmaction - INFO - Epoch [12][2320/3520] lr: 7.500e-03, eta: 1 day, 13:17:53, time: 0.961, data_time: 0.007, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7438, loss_cls: 2.1437, loss: 2.1437, grad_norm: 6.7646 2020-10-11 10:03:45,414 - mmaction - INFO - Epoch [12][2340/3520] lr: 7.500e-03, eta: 1 day, 13:17:33, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7656, loss_cls: 2.0516, loss: 2.0516, grad_norm: 6.7191 2020-10-11 10:04:04,785 - mmaction - INFO - Epoch [12][2360/3520] lr: 7.500e-03, eta: 1 day, 13:17:11, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7531, loss_cls: 2.1301, loss: 2.1301, grad_norm: 6.8556 2020-10-11 10:04:24,580 - mmaction - INFO - Epoch [12][2380/3520] lr: 7.500e-03, eta: 1 day, 13:16:51, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7427, loss_cls: 2.1492, loss: 2.1492, grad_norm: 6.8805 2020-10-11 10:04:43,555 - mmaction - INFO - Epoch [12][2400/3520] lr: 7.500e-03, eta: 1 day, 13:16:28, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7500, loss_cls: 2.0537, loss: 2.0537, grad_norm: 6.6001 2020-10-11 10:05:03,385 - mmaction - INFO - Epoch [12][2420/3520] lr: 7.500e-03, eta: 1 day, 13:16:08, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7156, loss_cls: 2.2672, loss: 2.2672, grad_norm: 7.0172 2020-10-11 10:05:23,191 - mmaction - INFO - Epoch [12][2440/3520] lr: 7.500e-03, eta: 1 day, 13:15:48, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7437, loss_cls: 2.0847, loss: 2.0847, grad_norm: 6.5633 2020-10-11 10:05:42,192 - mmaction - INFO - Epoch [12][2460/3520] lr: 7.500e-03, eta: 1 day, 13:15:25, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7365, loss_cls: 2.1237, loss: 2.1237, grad_norm: 6.9208 2020-10-11 10:06:01,954 - mmaction - INFO - Epoch [12][2480/3520] lr: 7.500e-03, eta: 1 day, 13:15:04, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7490, loss_cls: 2.1729, loss: 2.1729, grad_norm: 7.2864 2020-10-11 10:06:21,089 - mmaction - INFO - Epoch [12][2500/3520] lr: 7.500e-03, eta: 1 day, 13:14:42, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7438, loss_cls: 2.1329, loss: 2.1329, grad_norm: 7.0362 2020-10-11 10:06:40,743 - mmaction - INFO - Epoch [12][2520/3520] lr: 7.500e-03, eta: 1 day, 13:14:21, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7396, loss_cls: 2.2328, loss: 2.2328, grad_norm: 6.9981 2020-10-11 10:06:59,495 - mmaction - INFO - Epoch [12][2540/3520] lr: 7.500e-03, eta: 1 day, 13:13:58, time: 0.936, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1691, loss: 2.1691, grad_norm: 6.8856 2020-10-11 10:07:19,598 - mmaction - INFO - Epoch [12][2560/3520] lr: 7.500e-03, eta: 1 day, 13:13:38, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7333, loss_cls: 2.2435, loss: 2.2435, grad_norm: 6.7530 2020-10-11 10:07:40,267 - mmaction - INFO - Epoch [12][2580/3520] lr: 7.500e-03, eta: 1 day, 13:13:21, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.0872, loss: 2.0872, grad_norm: 6.5642 2020-10-11 10:07:59,017 - mmaction - INFO - Epoch [12][2600/3520] lr: 7.500e-03, eta: 1 day, 13:12:57, time: 0.936, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7635, loss_cls: 2.0775, loss: 2.0775, grad_norm: 6.7537 2020-10-11 10:08:18,305 - mmaction - INFO - Epoch [12][2620/3520] lr: 7.500e-03, eta: 1 day, 13:12:36, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7625, loss_cls: 2.0363, loss: 2.0363, grad_norm: 6.6517 2020-10-11 10:08:37,293 - mmaction - INFO - Epoch [12][2640/3520] lr: 7.500e-03, eta: 1 day, 13:12:13, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7198, loss_cls: 2.2408, loss: 2.2408, grad_norm: 6.8720 2020-10-11 10:08:57,295 - mmaction - INFO - Epoch [12][2660/3520] lr: 7.500e-03, eta: 1 day, 13:11:53, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7563, loss_cls: 2.0927, loss: 2.0927, grad_norm: 6.6354 2020-10-11 10:09:17,434 - mmaction - INFO - Epoch [12][2680/3520] lr: 7.500e-03, eta: 1 day, 13:11:34, time: 1.008, data_time: 0.008, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7229, loss_cls: 2.2318, loss: 2.2318, grad_norm: 6.7510 2020-10-11 10:09:36,628 - mmaction - INFO - Epoch [12][2700/3520] lr: 7.500e-03, eta: 1 day, 13:11:12, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7510, loss_cls: 2.0971, loss: 2.0971, grad_norm: 6.4353 2020-10-11 10:09:56,711 - mmaction - INFO - Epoch [12][2720/3520] lr: 7.500e-03, eta: 1 day, 13:10:53, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7615, loss_cls: 2.1614, loss: 2.1614, grad_norm: 6.7727 2020-10-11 10:10:15,656 - mmaction - INFO - Epoch [12][2740/3520] lr: 7.500e-03, eta: 1 day, 13:10:30, time: 0.946, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7677, loss_cls: 2.0848, loss: 2.0848, grad_norm: 6.8075 2020-10-11 10:10:34,902 - mmaction - INFO - Epoch [12][2760/3520] lr: 7.500e-03, eta: 1 day, 13:10:08, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7396, loss_cls: 2.1853, loss: 2.1853, grad_norm: 6.7166 2020-10-11 10:10:54,874 - mmaction - INFO - Epoch [12][2780/3520] lr: 7.500e-03, eta: 1 day, 13:09:48, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7333, loss_cls: 2.2046, loss: 2.2046, grad_norm: 6.5080 2020-10-11 10:11:15,811 - mmaction - INFO - Epoch [12][2800/3520] lr: 7.500e-03, eta: 1 day, 13:09:31, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7479, loss_cls: 2.1071, loss: 2.1071, grad_norm: 6.7166 2020-10-11 10:11:35,999 - mmaction - INFO - Epoch [12][2820/3520] lr: 7.500e-03, eta: 1 day, 13:09:12, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7427, loss_cls: 2.1104, loss: 2.1104, grad_norm: 6.5017 2020-10-11 10:11:55,091 - mmaction - INFO - Epoch [12][2840/3520] lr: 7.500e-03, eta: 1 day, 13:08:50, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7302, loss_cls: 2.2389, loss: 2.2389, grad_norm: 6.6968 2020-10-11 10:12:14,907 - mmaction - INFO - Epoch [12][2860/3520] lr: 7.500e-03, eta: 1 day, 13:08:30, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7573, loss_cls: 2.0545, loss: 2.0545, grad_norm: 6.4705 2020-10-11 10:12:33,988 - mmaction - INFO - Epoch [12][2880/3520] lr: 7.500e-03, eta: 1 day, 13:08:07, time: 0.955, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7760, loss_cls: 2.0375, loss: 2.0375, grad_norm: 6.6178 2020-10-11 10:12:53,601 - mmaction - INFO - Epoch [12][2900/3520] lr: 7.500e-03, eta: 1 day, 13:07:46, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7604, loss_cls: 2.0053, loss: 2.0053, grad_norm: 6.9746 2020-10-11 10:13:13,256 - mmaction - INFO - Epoch [12][2920/3520] lr: 7.500e-03, eta: 1 day, 13:07:26, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7250, loss_cls: 2.2004, loss: 2.2004, grad_norm: 6.7983 2020-10-11 10:13:33,388 - mmaction - INFO - Epoch [12][2940/3520] lr: 7.500e-03, eta: 1 day, 13:07:07, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7552, loss_cls: 2.0552, loss: 2.0552, grad_norm: 6.3239 2020-10-11 10:13:53,404 - mmaction - INFO - Epoch [12][2960/3520] lr: 7.500e-03, eta: 1 day, 13:06:47, time: 1.003, data_time: 0.008, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7250, loss_cls: 2.1761, loss: 2.1761, grad_norm: 6.6467 2020-10-11 10:14:13,633 - mmaction - INFO - Epoch [12][2980/3520] lr: 7.500e-03, eta: 1 day, 13:06:28, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7510, loss_cls: 2.0860, loss: 2.0860, grad_norm: 6.7243 2020-10-11 10:14:33,333 - mmaction - INFO - Epoch [12][3000/3520] lr: 7.500e-03, eta: 1 day, 13:06:08, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7781, loss_cls: 2.0099, loss: 2.0099, grad_norm: 6.5594 2020-10-11 10:14:53,661 - mmaction - INFO - Epoch [12][3020/3520] lr: 7.500e-03, eta: 1 day, 13:05:49, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7250, loss_cls: 2.1952, loss: 2.1952, grad_norm: 6.6534 2020-10-11 10:15:12,745 - mmaction - INFO - Epoch [12][3040/3520] lr: 7.500e-03, eta: 1 day, 13:05:27, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7167, loss_cls: 2.2089, loss: 2.2089, grad_norm: 6.8113 2020-10-11 10:15:33,346 - mmaction - INFO - Epoch [12][3060/3520] lr: 7.500e-03, eta: 1 day, 13:05:09, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7531, loss_cls: 2.0779, loss: 2.0779, grad_norm: 6.6397 2020-10-11 10:15:52,579 - mmaction - INFO - Epoch [12][3080/3520] lr: 7.500e-03, eta: 1 day, 13:04:47, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7323, loss_cls: 2.2727, loss: 2.2727, grad_norm: 6.8820 2020-10-11 10:16:11,490 - mmaction - INFO - Epoch [12][3100/3520] lr: 7.500e-03, eta: 1 day, 13:04:24, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.0716, loss: 2.0716, grad_norm: 6.5815 2020-10-11 10:16:31,047 - mmaction - INFO - Epoch [12][3120/3520] lr: 7.500e-03, eta: 1 day, 13:04:03, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7302, loss_cls: 2.2466, loss: 2.2466, grad_norm: 6.8263 2020-10-11 10:16:50,511 - mmaction - INFO - Epoch [12][3140/3520] lr: 7.500e-03, eta: 1 day, 13:03:42, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7458, loss_cls: 2.2128, loss: 2.2128, grad_norm: 6.9023 2020-10-11 10:17:09,595 - mmaction - INFO - Epoch [12][3160/3520] lr: 7.500e-03, eta: 1 day, 13:03:19, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7594, loss_cls: 2.0353, loss: 2.0353, grad_norm: 6.6689 2020-10-11 10:17:28,779 - mmaction - INFO - Epoch [12][3180/3520] lr: 7.500e-03, eta: 1 day, 13:02:57, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7417, loss_cls: 2.0967, loss: 2.0967, grad_norm: 6.5601 2020-10-11 10:17:49,155 - mmaction - INFO - Epoch [12][3200/3520] lr: 7.500e-03, eta: 1 day, 13:02:39, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7667, loss_cls: 2.0707, loss: 2.0707, grad_norm: 6.5767 2020-10-11 10:18:08,107 - mmaction - INFO - Epoch [12][3220/3520] lr: 7.500e-03, eta: 1 day, 13:02:16, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7479, loss_cls: 2.1228, loss: 2.1228, grad_norm: 6.7344 2020-10-11 10:18:27,881 - mmaction - INFO - Epoch [12][3240/3520] lr: 7.500e-03, eta: 1 day, 13:01:56, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7417, loss_cls: 2.1305, loss: 2.1305, grad_norm: 6.7723 2020-10-11 10:18:46,774 - mmaction - INFO - Epoch [12][3260/3520] lr: 7.500e-03, eta: 1 day, 13:01:33, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7594, loss_cls: 2.0973, loss: 2.0973, grad_norm: 6.8675 2020-10-11 10:19:06,767 - mmaction - INFO - Epoch [12][3280/3520] lr: 7.500e-03, eta: 1 day, 13:01:13, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7594, loss_cls: 2.0779, loss: 2.0779, grad_norm: 6.4614 2020-10-11 10:19:26,055 - mmaction - INFO - Epoch [12][3300/3520] lr: 7.500e-03, eta: 1 day, 13:00:51, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7375, loss_cls: 2.2140, loss: 2.2140, grad_norm: 7.1270 2020-10-11 10:19:45,349 - mmaction - INFO - Epoch [12][3320/3520] lr: 7.500e-03, eta: 1 day, 13:00:30, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7562, loss_cls: 2.0886, loss: 2.0886, grad_norm: 6.7784 2020-10-11 10:20:04,799 - mmaction - INFO - Epoch [12][3340/3520] lr: 7.500e-03, eta: 1 day, 13:00:08, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7500, loss_cls: 2.0356, loss: 2.0356, grad_norm: 6.4598 2020-10-11 10:20:24,149 - mmaction - INFO - Epoch [12][3360/3520] lr: 7.500e-03, eta: 1 day, 12:59:47, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7385, loss_cls: 2.1803, loss: 2.1803, grad_norm: 6.8450 2020-10-11 10:20:43,311 - mmaction - INFO - Epoch [12][3380/3520] lr: 7.500e-03, eta: 1 day, 12:59:24, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7156, loss_cls: 2.2702, loss: 2.2702, grad_norm: 6.8185 2020-10-11 10:21:02,577 - mmaction - INFO - Epoch [12][3400/3520] lr: 7.500e-03, eta: 1 day, 12:59:02, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7573, loss_cls: 2.1019, loss: 2.1019, grad_norm: 6.7335 2020-10-11 10:21:22,067 - mmaction - INFO - Epoch [12][3420/3520] lr: 7.500e-03, eta: 1 day, 12:58:41, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7281, loss_cls: 2.1892, loss: 2.1892, grad_norm: 6.8407 2020-10-11 10:21:41,285 - mmaction - INFO - Epoch [12][3440/3520] lr: 7.500e-03, eta: 1 day, 12:58:19, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7635, loss_cls: 2.1120, loss: 2.1120, grad_norm: 6.5655 2020-10-11 10:22:00,451 - mmaction - INFO - Epoch [12][3460/3520] lr: 7.500e-03, eta: 1 day, 12:57:57, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7510, loss_cls: 2.1560, loss: 2.1560, grad_norm: 6.8088 2020-10-11 10:22:19,471 - mmaction - INFO - Epoch [12][3480/3520] lr: 7.500e-03, eta: 1 day, 12:57:34, time: 0.950, data_time: 0.003, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7333, loss_cls: 2.1462, loss: 2.1462, grad_norm: 6.5903 2020-10-11 10:22:38,699 - mmaction - INFO - Epoch [12][3500/3520] lr: 7.500e-03, eta: 1 day, 12:57:13, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7448, loss_cls: 2.0831, loss: 2.0831, grad_norm: 6.6948 2020-10-11 10:22:57,691 - mmaction - INFO - Epoch [12][3520/3520] lr: 7.500e-03, eta: 1 day, 12:56:50, time: 0.948, data_time: 0.006, memory: 10390, top1_acc: 0.4891, top5_acc: 0.7315, loss_cls: 2.1622, loss: 2.1622, grad_norm: 6.7619 2020-10-11 10:22:58,159 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-10-11 10:23:33,121 - mmaction - INFO - Epoch [13][20/3520] lr: 7.500e-03, eta: 1 day, 12:57:16, time: 1.718, data_time: 0.758, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.0555, loss: 2.0555, grad_norm: 6.6590 2020-10-11 10:23:50,588 - mmaction - INFO - Epoch [13][40/3520] lr: 7.500e-03, eta: 1 day, 12:56:48, time: 0.874, data_time: 0.003, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7406, loss_cls: 2.1407, loss: 2.1407, grad_norm: 6.7242 2020-10-11 10:24:10,500 - mmaction - INFO - Epoch [13][60/3520] lr: 7.500e-03, eta: 1 day, 12:56:28, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7708, loss_cls: 2.0514, loss: 2.0514, grad_norm: 6.6138 2020-10-11 10:24:29,431 - mmaction - INFO - Epoch [13][80/3520] lr: 7.500e-03, eta: 1 day, 12:56:05, time: 0.947, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7573, loss_cls: 2.0582, loss: 2.0582, grad_norm: 6.8329 2020-10-11 10:24:49,341 - mmaction - INFO - Epoch [13][100/3520] lr: 7.500e-03, eta: 1 day, 12:55:45, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7479, loss_cls: 2.1814, loss: 2.1814, grad_norm: 6.9640 2020-10-11 10:25:08,826 - mmaction - INFO - Epoch [13][120/3520] lr: 7.500e-03, eta: 1 day, 12:55:24, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7385, loss_cls: 2.1152, loss: 2.1152, grad_norm: 6.9570 2020-10-11 10:25:28,705 - mmaction - INFO - Epoch [13][140/3520] lr: 7.500e-03, eta: 1 day, 12:55:04, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7781, loss_cls: 2.0373, loss: 2.0373, grad_norm: 6.8865 2020-10-11 10:25:47,598 - mmaction - INFO - Epoch [13][160/3520] lr: 7.500e-03, eta: 1 day, 12:54:41, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7958, loss_cls: 1.9495, loss: 1.9495, grad_norm: 6.7220 2020-10-11 10:26:07,547 - mmaction - INFO - Epoch [13][180/3520] lr: 7.500e-03, eta: 1 day, 12:54:22, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0470, loss: 2.0470, grad_norm: 6.7384 2020-10-11 10:26:26,707 - mmaction - INFO - Epoch [13][200/3520] lr: 7.500e-03, eta: 1 day, 12:53:59, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7490, loss_cls: 2.1054, loss: 2.1054, grad_norm: 6.6671 2020-10-11 10:26:45,541 - mmaction - INFO - Epoch [13][220/3520] lr: 7.500e-03, eta: 1 day, 12:53:36, time: 0.945, data_time: 0.007, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7688, loss_cls: 2.0266, loss: 2.0266, grad_norm: 6.7189 2020-10-11 10:27:05,039 - mmaction - INFO - Epoch [13][240/3520] lr: 7.500e-03, eta: 1 day, 12:53:15, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7677, loss_cls: 2.1039, loss: 2.1039, grad_norm: 6.8979 2020-10-11 10:27:24,668 - mmaction - INFO - Epoch [13][260/3520] lr: 7.500e-03, eta: 1 day, 12:52:54, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7521, loss_cls: 2.1001, loss: 2.1001, grad_norm: 6.7389 2020-10-11 10:27:45,652 - mmaction - INFO - Epoch [13][280/3520] lr: 7.500e-03, eta: 1 day, 12:52:38, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7500, loss_cls: 2.1269, loss: 2.1269, grad_norm: 6.7896 2020-10-11 10:28:04,658 - mmaction - INFO - Epoch [13][300/3520] lr: 7.500e-03, eta: 1 day, 12:52:15, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7385, loss_cls: 2.2440, loss: 2.2440, grad_norm: 6.6894 2020-10-11 10:28:23,708 - mmaction - INFO - Epoch [13][320/3520] lr: 7.500e-03, eta: 1 day, 12:51:53, time: 0.956, data_time: 0.008, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7573, loss_cls: 2.1032, loss: 2.1032, grad_norm: 6.7181 2020-10-11 10:28:44,032 - mmaction - INFO - Epoch [13][340/3520] lr: 7.500e-03, eta: 1 day, 12:51:34, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7500, loss_cls: 2.1246, loss: 2.1246, grad_norm: 6.7658 2020-10-11 10:29:03,203 - mmaction - INFO - Epoch [13][360/3520] lr: 7.500e-03, eta: 1 day, 12:51:12, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7729, loss_cls: 2.0409, loss: 2.0409, grad_norm: 6.5451 2020-10-11 10:29:22,489 - mmaction - INFO - Epoch [13][380/3520] lr: 7.500e-03, eta: 1 day, 12:50:50, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7635, loss_cls: 2.0987, loss: 2.0987, grad_norm: 7.0462 2020-10-11 10:29:42,131 - mmaction - INFO - Epoch [13][400/3520] lr: 7.500e-03, eta: 1 day, 12:50:30, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7469, loss_cls: 2.1340, loss: 2.1340, grad_norm: 6.8566 2020-10-11 10:30:01,933 - mmaction - INFO - Epoch [13][420/3520] lr: 7.500e-03, eta: 1 day, 12:50:09, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0454, loss: 2.0454, grad_norm: 6.7456 2020-10-11 10:30:21,082 - mmaction - INFO - Epoch [13][440/3520] lr: 7.500e-03, eta: 1 day, 12:49:47, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7635, loss_cls: 2.1014, loss: 2.1014, grad_norm: 6.8547 2020-10-11 10:30:41,896 - mmaction - INFO - Epoch [13][460/3520] lr: 7.500e-03, eta: 1 day, 12:49:30, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7708, loss_cls: 1.9922, loss: 1.9922, grad_norm: 6.7046 2020-10-11 10:31:02,232 - mmaction - INFO - Epoch [13][480/3520] lr: 7.500e-03, eta: 1 day, 12:49:12, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7750, loss_cls: 1.9403, loss: 1.9403, grad_norm: 6.5808 2020-10-11 10:31:21,518 - mmaction - INFO - Epoch [13][500/3520] lr: 7.500e-03, eta: 1 day, 12:48:50, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7563, loss_cls: 2.0878, loss: 2.0878, grad_norm: 6.4979 2020-10-11 10:31:40,922 - mmaction - INFO - Epoch [13][520/3520] lr: 7.500e-03, eta: 1 day, 12:48:29, time: 0.971, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7542, loss_cls: 2.1169, loss: 2.1169, grad_norm: 7.0361 2020-10-11 10:32:00,314 - mmaction - INFO - Epoch [13][540/3520] lr: 7.500e-03, eta: 1 day, 12:48:07, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7573, loss_cls: 2.0767, loss: 2.0767, grad_norm: 6.4898 2020-10-11 10:32:21,175 - mmaction - INFO - Epoch [13][560/3520] lr: 7.500e-03, eta: 1 day, 12:47:50, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7708, loss_cls: 2.0293, loss: 2.0293, grad_norm: 6.8167 2020-10-11 10:32:40,916 - mmaction - INFO - Epoch [13][580/3520] lr: 7.500e-03, eta: 1 day, 12:47:30, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7427, loss_cls: 2.1487, loss: 2.1487, grad_norm: 6.7634 2020-10-11 10:33:00,865 - mmaction - INFO - Epoch [13][600/3520] lr: 7.500e-03, eta: 1 day, 12:47:10, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7635, loss_cls: 2.1174, loss: 2.1174, grad_norm: 6.9229 2020-10-11 10:33:21,150 - mmaction - INFO - Epoch [13][620/3520] lr: 7.500e-03, eta: 1 day, 12:46:51, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0184, loss: 2.0184, grad_norm: 6.7889 2020-10-11 10:33:40,121 - mmaction - INFO - Epoch [13][640/3520] lr: 7.500e-03, eta: 1 day, 12:46:29, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.1240, loss: 2.1240, grad_norm: 6.7375 2020-10-11 10:34:00,000 - mmaction - INFO - Epoch [13][660/3520] lr: 7.500e-03, eta: 1 day, 12:46:09, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.0846, loss: 2.0846, grad_norm: 6.7213 2020-10-11 10:34:19,633 - mmaction - INFO - Epoch [13][680/3520] lr: 7.500e-03, eta: 1 day, 12:45:48, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7542, loss_cls: 2.0402, loss: 2.0402, grad_norm: 6.9538 2020-10-11 10:34:39,489 - mmaction - INFO - Epoch [13][700/3520] lr: 7.500e-03, eta: 1 day, 12:45:28, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7625, loss_cls: 2.0009, loss: 2.0009, grad_norm: 6.7717 2020-10-11 10:34:59,023 - mmaction - INFO - Epoch [13][720/3520] lr: 7.500e-03, eta: 1 day, 12:45:07, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7406, loss_cls: 2.1821, loss: 2.1821, grad_norm: 7.0014 2020-10-11 10:35:18,506 - mmaction - INFO - Epoch [13][740/3520] lr: 7.500e-03, eta: 1 day, 12:44:46, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7521, loss_cls: 2.1364, loss: 2.1364, grad_norm: 6.6820 2020-10-11 10:35:38,179 - mmaction - INFO - Epoch [13][760/3520] lr: 7.500e-03, eta: 1 day, 12:44:25, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7604, loss_cls: 2.1327, loss: 2.1327, grad_norm: 7.0662 2020-10-11 10:35:57,855 - mmaction - INFO - Epoch [13][780/3520] lr: 7.500e-03, eta: 1 day, 12:44:05, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7656, loss_cls: 2.1018, loss: 2.1018, grad_norm: 6.5832 2020-10-11 10:36:18,493 - mmaction - INFO - Epoch [13][800/3520] lr: 7.500e-03, eta: 1 day, 12:43:47, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.1736, loss: 2.1736, grad_norm: 6.9851 2020-10-11 10:36:37,719 - mmaction - INFO - Epoch [13][820/3520] lr: 7.500e-03, eta: 1 day, 12:43:25, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0966, loss: 2.0966, grad_norm: 6.7734 2020-10-11 10:36:57,775 - mmaction - INFO - Epoch [13][840/3520] lr: 7.500e-03, eta: 1 day, 12:43:06, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7427, loss_cls: 2.1341, loss: 2.1341, grad_norm: 6.6071 2020-10-11 10:37:17,061 - mmaction - INFO - Epoch [13][860/3520] lr: 7.500e-03, eta: 1 day, 12:42:44, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7708, loss_cls: 2.0399, loss: 2.0399, grad_norm: 6.4470 2020-10-11 10:37:38,849 - mmaction - INFO - Epoch [13][880/3520] lr: 7.500e-03, eta: 1 day, 12:42:30, time: 1.090, data_time: 0.003, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7615, loss_cls: 2.0759, loss: 2.0759, grad_norm: 7.0335 2020-10-11 10:37:57,364 - mmaction - INFO - Epoch [13][900/3520] lr: 7.500e-03, eta: 1 day, 12:42:06, time: 0.924, data_time: 0.004, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7542, loss_cls: 2.0993, loss: 2.0993, grad_norm: 6.8841 2020-10-11 10:38:17,112 - mmaction - INFO - Epoch [13][920/3520] lr: 7.500e-03, eta: 1 day, 12:41:46, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7667, loss_cls: 2.0856, loss: 2.0856, grad_norm: 6.7953 2020-10-11 10:38:36,984 - mmaction - INFO - Epoch [13][940/3520] lr: 7.500e-03, eta: 1 day, 12:41:26, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7448, loss_cls: 2.1062, loss: 2.1062, grad_norm: 7.1364 2020-10-11 10:38:56,837 - mmaction - INFO - Epoch [13][960/3520] lr: 7.500e-03, eta: 1 day, 12:41:06, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7458, loss_cls: 2.0885, loss: 2.0885, grad_norm: 6.8703 2020-10-11 10:39:17,211 - mmaction - INFO - Epoch [13][980/3520] lr: 7.500e-03, eta: 1 day, 12:40:47, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7740, loss_cls: 1.9900, loss: 1.9900, grad_norm: 6.8889 2020-10-11 10:39:36,723 - mmaction - INFO - Epoch [13][1000/3520] lr: 7.500e-03, eta: 1 day, 12:40:26, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7500, loss_cls: 2.1102, loss: 2.1102, grad_norm: 6.7186 2020-10-11 10:39:56,593 - mmaction - INFO - Epoch [13][1020/3520] lr: 7.500e-03, eta: 1 day, 12:40:06, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7448, loss_cls: 2.2598, loss: 2.2598, grad_norm: 6.8255 2020-10-11 10:40:16,111 - mmaction - INFO - Epoch [13][1040/3520] lr: 7.500e-03, eta: 1 day, 12:39:45, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7760, loss_cls: 1.9991, loss: 1.9991, grad_norm: 6.8194 2020-10-11 10:40:35,658 - mmaction - INFO - Epoch [13][1060/3520] lr: 7.500e-03, eta: 1 day, 12:39:24, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7490, loss_cls: 2.0373, loss: 2.0373, grad_norm: 6.8343 2020-10-11 10:40:55,017 - mmaction - INFO - Epoch [13][1080/3520] lr: 7.500e-03, eta: 1 day, 12:39:03, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7833, loss_cls: 1.9975, loss: 1.9975, grad_norm: 6.5795 2020-10-11 10:41:14,975 - mmaction - INFO - Epoch [13][1100/3520] lr: 7.500e-03, eta: 1 day, 12:38:43, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7552, loss_cls: 2.0881, loss: 2.0881, grad_norm: 6.5445 2020-10-11 10:41:34,617 - mmaction - INFO - Epoch [13][1120/3520] lr: 7.500e-03, eta: 1 day, 12:38:23, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7802, loss_cls: 2.0118, loss: 2.0118, grad_norm: 7.1022 2020-10-11 10:41:54,721 - mmaction - INFO - Epoch [13][1140/3520] lr: 7.500e-03, eta: 1 day, 12:38:03, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7323, loss_cls: 2.1740, loss: 2.1740, grad_norm: 6.7728 2020-10-11 10:42:14,503 - mmaction - INFO - Epoch [13][1160/3520] lr: 7.500e-03, eta: 1 day, 12:37:43, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7729, loss_cls: 2.0814, loss: 2.0814, grad_norm: 6.7375 2020-10-11 10:42:34,161 - mmaction - INFO - Epoch [13][1180/3520] lr: 7.500e-03, eta: 1 day, 12:37:23, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7771, loss_cls: 2.0792, loss: 2.0792, grad_norm: 7.2249 2020-10-11 10:42:53,830 - mmaction - INFO - Epoch [13][1200/3520] lr: 7.500e-03, eta: 1 day, 12:37:02, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7427, loss_cls: 2.0823, loss: 2.0823, grad_norm: 6.8383 2020-10-11 10:43:12,599 - mmaction - INFO - Epoch [13][1220/3520] lr: 7.500e-03, eta: 1 day, 12:36:39, time: 0.940, data_time: 0.007, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7531, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.7048 2020-10-11 10:43:33,017 - mmaction - INFO - Epoch [13][1240/3520] lr: 7.500e-03, eta: 1 day, 12:36:20, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7396, loss_cls: 2.0780, loss: 2.0780, grad_norm: 6.7877 2020-10-11 10:43:52,116 - mmaction - INFO - Epoch [13][1260/3520] lr: 7.500e-03, eta: 1 day, 12:35:58, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7542, loss_cls: 2.1852, loss: 2.1852, grad_norm: 6.9572 2020-10-11 10:44:11,431 - mmaction - INFO - Epoch [13][1280/3520] lr: 7.500e-03, eta: 1 day, 12:35:36, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7490, loss_cls: 2.1209, loss: 2.1209, grad_norm: 6.7428 2020-10-11 10:44:30,785 - mmaction - INFO - Epoch [13][1300/3520] lr: 7.500e-03, eta: 1 day, 12:35:15, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7437, loss_cls: 2.1930, loss: 2.1930, grad_norm: 6.9932 2020-10-11 10:44:50,353 - mmaction - INFO - Epoch [13][1320/3520] lr: 7.500e-03, eta: 1 day, 12:34:54, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7531, loss_cls: 2.0681, loss: 2.0681, grad_norm: 6.6468 2020-10-11 10:45:10,541 - mmaction - INFO - Epoch [13][1340/3520] lr: 7.500e-03, eta: 1 day, 12:34:35, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7438, loss_cls: 2.1884, loss: 2.1884, grad_norm: 6.9185 2020-10-11 10:45:30,797 - mmaction - INFO - Epoch [13][1360/3520] lr: 7.500e-03, eta: 1 day, 12:34:16, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7458, loss_cls: 2.1120, loss: 2.1120, grad_norm: 6.6159 2020-10-11 10:45:50,838 - mmaction - INFO - Epoch [13][1380/3520] lr: 7.500e-03, eta: 1 day, 12:33:57, time: 1.000, data_time: 0.008, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7677, loss_cls: 2.0994, loss: 2.0994, grad_norm: 6.8330 2020-10-11 10:46:11,137 - mmaction - INFO - Epoch [13][1400/3520] lr: 7.500e-03, eta: 1 day, 12:33:38, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7604, loss_cls: 2.1085, loss: 2.1085, grad_norm: 6.5851 2020-10-11 10:46:31,039 - mmaction - INFO - Epoch [13][1420/3520] lr: 7.500e-03, eta: 1 day, 12:33:18, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7802, loss_cls: 1.9788, loss: 1.9788, grad_norm: 6.8511 2020-10-11 10:46:50,424 - mmaction - INFO - Epoch [13][1440/3520] lr: 7.500e-03, eta: 1 day, 12:32:57, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7656, loss_cls: 2.0834, loss: 2.0834, grad_norm: 6.8745 2020-10-11 10:47:09,559 - mmaction - INFO - Epoch [13][1460/3520] lr: 7.500e-03, eta: 1 day, 12:32:35, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7469, loss_cls: 2.1393, loss: 2.1393, grad_norm: 7.0796 2020-10-11 10:47:28,939 - mmaction - INFO - Epoch [13][1480/3520] lr: 7.500e-03, eta: 1 day, 12:32:13, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7531, loss_cls: 2.0756, loss: 2.0756, grad_norm: 6.7711 2020-10-11 10:47:49,799 - mmaction - INFO - Epoch [13][1500/3520] lr: 7.500e-03, eta: 1 day, 12:31:57, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7833, loss_cls: 1.9936, loss: 1.9936, grad_norm: 6.6800 2020-10-11 10:48:10,718 - mmaction - INFO - Epoch [13][1520/3520] lr: 7.500e-03, eta: 1 day, 12:31:40, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7375, loss_cls: 2.1889, loss: 2.1889, grad_norm: 6.9161 2020-10-11 10:48:30,528 - mmaction - INFO - Epoch [13][1540/3520] lr: 7.500e-03, eta: 1 day, 12:31:20, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.1407, loss: 2.1407, grad_norm: 6.6920 2020-10-11 10:48:49,504 - mmaction - INFO - Epoch [13][1560/3520] lr: 7.500e-03, eta: 1 day, 12:30:57, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7615, loss_cls: 2.0603, loss: 2.0603, grad_norm: 6.6988 2020-10-11 10:49:08,418 - mmaction - INFO - Epoch [13][1580/3520] lr: 7.500e-03, eta: 1 day, 12:30:34, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7583, loss_cls: 2.0702, loss: 2.0702, grad_norm: 6.8827 2020-10-11 10:49:27,705 - mmaction - INFO - Epoch [13][1600/3520] lr: 7.500e-03, eta: 1 day, 12:30:12, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7635, loss_cls: 2.0410, loss: 2.0410, grad_norm: 6.6265 2020-10-11 10:49:48,631 - mmaction - INFO - Epoch [13][1620/3520] lr: 7.500e-03, eta: 1 day, 12:29:56, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7323, loss_cls: 2.2284, loss: 2.2284, grad_norm: 7.1904 2020-10-11 10:50:09,130 - mmaction - INFO - Epoch [13][1640/3520] lr: 7.500e-03, eta: 1 day, 12:29:38, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7448, loss_cls: 2.1388, loss: 2.1388, grad_norm: 6.7945 2020-10-11 10:50:29,949 - mmaction - INFO - Epoch [13][1660/3520] lr: 7.500e-03, eta: 1 day, 12:29:21, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7458, loss_cls: 2.1245, loss: 2.1245, grad_norm: 6.8456 2020-10-11 10:50:48,983 - mmaction - INFO - Epoch [13][1680/3520] lr: 7.500e-03, eta: 1 day, 12:28:58, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7656, loss_cls: 2.0600, loss: 2.0600, grad_norm: 6.8867 2020-10-11 10:51:09,398 - mmaction - INFO - Epoch [13][1700/3520] lr: 7.500e-03, eta: 1 day, 12:28:40, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7604, loss_cls: 2.1024, loss: 2.1024, grad_norm: 7.0530 2020-10-11 10:51:30,176 - mmaction - INFO - Epoch [13][1720/3520] lr: 7.500e-03, eta: 1 day, 12:28:22, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7667, loss_cls: 2.1081, loss: 2.1081, grad_norm: 6.7631 2020-10-11 10:51:49,044 - mmaction - INFO - Epoch [13][1740/3520] lr: 7.500e-03, eta: 1 day, 12:28:00, time: 0.946, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7448, loss_cls: 2.1337, loss: 2.1337, grad_norm: 7.0647 2020-10-11 10:52:08,154 - mmaction - INFO - Epoch [13][1760/3520] lr: 7.500e-03, eta: 1 day, 12:27:37, time: 0.954, data_time: 0.006, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7281, loss_cls: 2.2283, loss: 2.2283, grad_norm: 6.7366 2020-10-11 10:52:28,390 - mmaction - INFO - Epoch [13][1780/3520] lr: 7.500e-03, eta: 1 day, 12:27:19, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7521, loss_cls: 2.0876, loss: 2.0876, grad_norm: 6.4827 2020-10-11 10:52:47,446 - mmaction - INFO - Epoch [13][1800/3520] lr: 7.500e-03, eta: 1 day, 12:26:56, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7417, loss_cls: 2.2212, loss: 2.2212, grad_norm: 6.8608 2020-10-11 10:53:08,041 - mmaction - INFO - Epoch [13][1820/3520] lr: 7.500e-03, eta: 1 day, 12:26:38, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7687, loss_cls: 2.1038, loss: 2.1038, grad_norm: 6.7705 2020-10-11 10:53:27,685 - mmaction - INFO - Epoch [13][1840/3520] lr: 7.500e-03, eta: 1 day, 12:26:18, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7677, loss_cls: 2.0343, loss: 2.0343, grad_norm: 6.5928 2020-10-11 10:53:46,657 - mmaction - INFO - Epoch [13][1860/3520] lr: 7.500e-03, eta: 1 day, 12:25:55, time: 0.950, data_time: 0.003, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7583, loss_cls: 2.0702, loss: 2.0702, grad_norm: 6.7564 2020-10-11 10:54:06,026 - mmaction - INFO - Epoch [13][1880/3520] lr: 7.500e-03, eta: 1 day, 12:25:34, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7583, loss_cls: 2.0984, loss: 2.0984, grad_norm: 6.8524 2020-10-11 10:54:25,531 - mmaction - INFO - Epoch [13][1900/3520] lr: 7.500e-03, eta: 1 day, 12:25:13, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7604, loss_cls: 2.0604, loss: 2.0604, grad_norm: 6.7769 2020-10-11 10:54:44,342 - mmaction - INFO - Epoch [13][1920/3520] lr: 7.500e-03, eta: 1 day, 12:24:50, time: 0.942, data_time: 0.003, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7521, loss_cls: 2.0991, loss: 2.0991, grad_norm: 6.9192 2020-10-11 10:55:04,672 - mmaction - INFO - Epoch [13][1940/3520] lr: 7.500e-03, eta: 1 day, 12:24:31, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7375, loss_cls: 2.1939, loss: 2.1939, grad_norm: 6.8696 2020-10-11 10:55:24,258 - mmaction - INFO - Epoch [13][1960/3520] lr: 7.500e-03, eta: 1 day, 12:24:10, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7646, loss_cls: 2.0765, loss: 2.0765, grad_norm: 6.4922 2020-10-11 10:55:44,813 - mmaction - INFO - Epoch [13][1980/3520] lr: 7.500e-03, eta: 1 day, 12:23:52, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7448, loss_cls: 2.1205, loss: 2.1205, grad_norm: 6.6681 2020-10-11 10:56:04,356 - mmaction - INFO - Epoch [13][2000/3520] lr: 7.500e-03, eta: 1 day, 12:23:31, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7542, loss_cls: 2.0871, loss: 2.0871, grad_norm: 6.5091 2020-10-11 10:56:24,231 - mmaction - INFO - Epoch [13][2020/3520] lr: 7.500e-03, eta: 1 day, 12:23:12, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7448, loss_cls: 2.1632, loss: 2.1632, grad_norm: 6.4562 2020-10-11 10:56:43,175 - mmaction - INFO - Epoch [13][2040/3520] lr: 7.500e-03, eta: 1 day, 12:22:49, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7323, loss_cls: 2.1657, loss: 2.1657, grad_norm: 6.7274 2020-10-11 10:57:03,526 - mmaction - INFO - Epoch [13][2060/3520] lr: 7.500e-03, eta: 1 day, 12:22:30, time: 1.018, data_time: 0.008, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7229, loss_cls: 2.1986, loss: 2.1986, grad_norm: 6.8173 2020-10-11 10:57:22,748 - mmaction - INFO - Epoch [13][2080/3520] lr: 7.500e-03, eta: 1 day, 12:22:08, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7750, loss_cls: 2.0352, loss: 2.0352, grad_norm: 6.8714 2020-10-11 10:57:42,279 - mmaction - INFO - Epoch [13][2100/3520] lr: 7.500e-03, eta: 1 day, 12:21:48, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7615, loss_cls: 2.0856, loss: 2.0856, grad_norm: 6.7853 2020-10-11 10:58:01,508 - mmaction - INFO - Epoch [13][2120/3520] lr: 7.500e-03, eta: 1 day, 12:21:25, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7646, loss_cls: 2.0676, loss: 2.0676, grad_norm: 7.0418 2020-10-11 10:58:21,909 - mmaction - INFO - Epoch [13][2140/3520] lr: 7.500e-03, eta: 1 day, 12:21:07, time: 1.025, data_time: 0.008, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7344, loss_cls: 2.1713, loss: 2.1713, grad_norm: 6.7436 2020-10-11 10:58:41,461 - mmaction - INFO - Epoch [13][2160/3520] lr: 7.500e-03, eta: 1 day, 12:20:46, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7594, loss_cls: 2.0557, loss: 2.0557, grad_norm: 6.8612 2020-10-11 10:59:01,514 - mmaction - INFO - Epoch [13][2180/3520] lr: 7.500e-03, eta: 1 day, 12:20:27, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7552, loss_cls: 2.1347, loss: 2.1347, grad_norm: 6.9373 2020-10-11 10:59:21,118 - mmaction - INFO - Epoch [13][2200/3520] lr: 7.500e-03, eta: 1 day, 12:20:06, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.1268, loss: 2.1268, grad_norm: 6.9470 2020-10-11 10:59:40,027 - mmaction - INFO - Epoch [13][2220/3520] lr: 7.500e-03, eta: 1 day, 12:19:44, time: 0.946, data_time: 0.003, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7375, loss_cls: 2.1284, loss: 2.1284, grad_norm: 6.8344 2020-10-11 11:00:00,233 - mmaction - INFO - Epoch [13][2240/3520] lr: 7.500e-03, eta: 1 day, 12:19:25, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7438, loss_cls: 2.1773, loss: 2.1773, grad_norm: 6.8043 2020-10-11 11:00:20,314 - mmaction - INFO - Epoch [13][2260/3520] lr: 7.500e-03, eta: 1 day, 12:19:05, time: 0.992, data_time: 0.019, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7552, loss_cls: 2.1019, loss: 2.1019, grad_norm: 6.7954 2020-10-11 11:00:40,074 - mmaction - INFO - Epoch [13][2280/3520] lr: 7.500e-03, eta: 1 day, 12:18:45, time: 1.000, data_time: 0.024, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7479, loss_cls: 2.1367, loss: 2.1367, grad_norm: 6.8251 2020-10-11 11:00:59,893 - mmaction - INFO - Epoch [13][2300/3520] lr: 7.500e-03, eta: 1 day, 12:18:25, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7427, loss_cls: 2.1311, loss: 2.1311, grad_norm: 6.6889 2020-10-11 11:01:19,255 - mmaction - INFO - Epoch [13][2320/3520] lr: 7.500e-03, eta: 1 day, 12:18:03, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7344, loss_cls: 2.2149, loss: 2.2149, grad_norm: 6.9272 2020-10-11 11:01:39,084 - mmaction - INFO - Epoch [13][2340/3520] lr: 7.500e-03, eta: 1 day, 12:17:44, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7594, loss_cls: 2.0715, loss: 2.0715, grad_norm: 6.9129 2020-10-11 11:01:58,222 - mmaction - INFO - Epoch [13][2360/3520] lr: 7.500e-03, eta: 1 day, 12:17:21, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7635, loss_cls: 2.0433, loss: 2.0433, grad_norm: 6.7053 2020-10-11 11:02:18,072 - mmaction - INFO - Epoch [13][2380/3520] lr: 7.500e-03, eta: 1 day, 12:17:01, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7458, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.8128 2020-10-11 11:02:37,842 - mmaction - INFO - Epoch [13][2400/3520] lr: 7.500e-03, eta: 1 day, 12:16:41, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7562, loss_cls: 2.0972, loss: 2.0972, grad_norm: 6.7167 2020-10-11 11:02:57,538 - mmaction - INFO - Epoch [13][2420/3520] lr: 7.500e-03, eta: 1 day, 12:16:21, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7583, loss_cls: 2.1301, loss: 2.1301, grad_norm: 6.7968 2020-10-11 11:03:16,884 - mmaction - INFO - Epoch [13][2440/3520] lr: 7.500e-03, eta: 1 day, 12:15:59, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7490, loss_cls: 2.1601, loss: 2.1601, grad_norm: 6.9093 2020-10-11 11:03:37,371 - mmaction - INFO - Epoch [13][2460/3520] lr: 7.500e-03, eta: 1 day, 12:15:41, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7792, loss_cls: 2.0346, loss: 2.0346, grad_norm: 6.7380 2020-10-11 11:03:56,687 - mmaction - INFO - Epoch [13][2480/3520] lr: 7.500e-03, eta: 1 day, 12:15:20, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7708, loss_cls: 2.0360, loss: 2.0360, grad_norm: 6.5952 2020-10-11 11:04:17,052 - mmaction - INFO - Epoch [13][2500/3520] lr: 7.500e-03, eta: 1 day, 12:15:01, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7406, loss_cls: 2.1303, loss: 2.1303, grad_norm: 6.8182 2020-10-11 11:04:37,109 - mmaction - INFO - Epoch [13][2520/3520] lr: 7.500e-03, eta: 1 day, 12:14:42, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7562, loss_cls: 2.0423, loss: 2.0423, grad_norm: 6.6020 2020-10-11 11:04:56,209 - mmaction - INFO - Epoch [13][2540/3520] lr: 7.500e-03, eta: 1 day, 12:14:20, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7437, loss_cls: 2.1280, loss: 2.1280, grad_norm: 6.8490 2020-10-11 11:05:15,444 - mmaction - INFO - Epoch [13][2560/3520] lr: 7.500e-03, eta: 1 day, 12:13:58, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7625, loss_cls: 2.0691, loss: 2.0691, grad_norm: 6.7345 2020-10-11 11:05:35,357 - mmaction - INFO - Epoch [13][2580/3520] lr: 7.500e-03, eta: 1 day, 12:13:38, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7542, loss_cls: 2.1255, loss: 2.1255, grad_norm: 7.0501 2020-10-11 11:05:55,132 - mmaction - INFO - Epoch [13][2600/3520] lr: 7.500e-03, eta: 1 day, 12:13:18, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7958, loss_cls: 1.8932, loss: 1.8932, grad_norm: 6.5730 2020-10-11 11:06:14,485 - mmaction - INFO - Epoch [13][2620/3520] lr: 7.500e-03, eta: 1 day, 12:12:56, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7375, loss_cls: 2.0964, loss: 2.0964, grad_norm: 6.6265 2020-10-11 11:06:33,614 - mmaction - INFO - Epoch [13][2640/3520] lr: 7.500e-03, eta: 1 day, 12:12:34, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7354, loss_cls: 2.1392, loss: 2.1392, grad_norm: 6.9896 2020-10-11 11:06:53,393 - mmaction - INFO - Epoch [13][2660/3520] lr: 7.500e-03, eta: 1 day, 12:12:14, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7469, loss_cls: 2.1232, loss: 2.1232, grad_norm: 6.5033 2020-10-11 11:07:12,369 - mmaction - INFO - Epoch [13][2680/3520] lr: 7.500e-03, eta: 1 day, 12:11:51, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7667, loss_cls: 2.0449, loss: 2.0449, grad_norm: 6.4745 2020-10-11 11:07:32,339 - mmaction - INFO - Epoch [13][2700/3520] lr: 7.500e-03, eta: 1 day, 12:11:32, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7708, loss_cls: 2.0339, loss: 2.0339, grad_norm: 6.8148 2020-10-11 11:07:51,784 - mmaction - INFO - Epoch [13][2720/3520] lr: 7.500e-03, eta: 1 day, 12:11:11, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7354, loss_cls: 2.1771, loss: 2.1771, grad_norm: 6.9685 2020-10-11 11:08:12,506 - mmaction - INFO - Epoch [13][2740/3520] lr: 7.500e-03, eta: 1 day, 12:10:53, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7427, loss_cls: 2.1357, loss: 2.1357, grad_norm: 6.4821 2020-10-11 11:08:31,662 - mmaction - INFO - Epoch [13][2760/3520] lr: 7.500e-03, eta: 1 day, 12:10:31, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7583, loss_cls: 2.0882, loss: 2.0882, grad_norm: 6.6676 2020-10-11 11:08:50,952 - mmaction - INFO - Epoch [13][2780/3520] lr: 7.500e-03, eta: 1 day, 12:10:10, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7385, loss_cls: 2.1226, loss: 2.1226, grad_norm: 6.9962 2020-10-11 11:09:10,184 - mmaction - INFO - Epoch [13][2800/3520] lr: 7.500e-03, eta: 1 day, 12:09:48, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7635, loss_cls: 2.1178, loss: 2.1178, grad_norm: 6.7519 2020-10-11 11:09:30,202 - mmaction - INFO - Epoch [13][2820/3520] lr: 7.500e-03, eta: 1 day, 12:09:29, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7719, loss_cls: 2.0656, loss: 2.0656, grad_norm: 6.6260 2020-10-11 11:09:49,756 - mmaction - INFO - Epoch [13][2840/3520] lr: 7.500e-03, eta: 1 day, 12:09:08, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7500, loss_cls: 2.0757, loss: 2.0757, grad_norm: 6.8840 2020-10-11 11:10:09,438 - mmaction - INFO - Epoch [13][2860/3520] lr: 7.500e-03, eta: 1 day, 12:08:47, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7521, loss_cls: 2.1010, loss: 2.1010, grad_norm: 6.6889 2020-10-11 11:10:28,594 - mmaction - INFO - Epoch [13][2880/3520] lr: 7.500e-03, eta: 1 day, 12:08:25, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7552, loss_cls: 2.0727, loss: 2.0727, grad_norm: 6.8677 2020-10-11 11:10:49,124 - mmaction - INFO - Epoch [13][2900/3520] lr: 7.500e-03, eta: 1 day, 12:08:07, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7135, loss_cls: 2.2687, loss: 2.2687, grad_norm: 7.0101 2020-10-11 11:11:08,905 - mmaction - INFO - Epoch [13][2920/3520] lr: 7.500e-03, eta: 1 day, 12:07:47, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7458, loss_cls: 2.1390, loss: 2.1390, grad_norm: 6.4786 2020-10-11 11:11:28,451 - mmaction - INFO - Epoch [13][2940/3520] lr: 7.500e-03, eta: 1 day, 12:07:26, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7563, loss_cls: 2.1015, loss: 2.1015, grad_norm: 6.6629 2020-10-11 11:11:48,543 - mmaction - INFO - Epoch [13][2960/3520] lr: 7.500e-03, eta: 1 day, 12:07:07, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7260, loss_cls: 2.2017, loss: 2.2017, grad_norm: 6.6711 2020-10-11 11:12:08,398 - mmaction - INFO - Epoch [13][2980/3520] lr: 7.500e-03, eta: 1 day, 12:06:47, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7396, loss_cls: 2.1650, loss: 2.1650, grad_norm: 6.7474 2020-10-11 11:12:28,342 - mmaction - INFO - Epoch [13][3000/3520] lr: 7.500e-03, eta: 1 day, 12:06:27, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7510, loss_cls: 2.1272, loss: 2.1272, grad_norm: 6.7184 2020-10-11 11:12:47,989 - mmaction - INFO - Epoch [13][3020/3520] lr: 7.500e-03, eta: 1 day, 12:06:07, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7469, loss_cls: 2.1349, loss: 2.1349, grad_norm: 6.7567 2020-10-11 11:13:07,435 - mmaction - INFO - Epoch [13][3040/3520] lr: 7.500e-03, eta: 1 day, 12:05:45, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7708, loss_cls: 2.0639, loss: 2.0639, grad_norm: 6.7291 2020-10-11 11:13:27,466 - mmaction - INFO - Epoch [13][3060/3520] lr: 7.500e-03, eta: 1 day, 12:05:26, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7573, loss_cls: 2.1146, loss: 2.1146, grad_norm: 6.7078 2020-10-11 11:13:47,037 - mmaction - INFO - Epoch [13][3080/3520] lr: 7.500e-03, eta: 1 day, 12:05:05, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7563, loss_cls: 2.0773, loss: 2.0773, grad_norm: 6.7508 2020-10-11 11:14:06,474 - mmaction - INFO - Epoch [13][3100/3520] lr: 7.500e-03, eta: 1 day, 12:04:44, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7365, loss_cls: 2.1498, loss: 2.1498, grad_norm: 6.5951 2020-10-11 11:14:26,287 - mmaction - INFO - Epoch [13][3120/3520] lr: 7.500e-03, eta: 1 day, 12:04:24, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7375, loss_cls: 2.1820, loss: 2.1820, grad_norm: 6.9328 2020-10-11 11:14:45,810 - mmaction - INFO - Epoch [13][3140/3520] lr: 7.500e-03, eta: 1 day, 12:04:03, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7510, loss_cls: 2.1788, loss: 2.1788, grad_norm: 7.1908 2020-10-11 11:15:05,672 - mmaction - INFO - Epoch [13][3160/3520] lr: 7.500e-03, eta: 1 day, 12:03:43, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7542, loss_cls: 2.1346, loss: 2.1346, grad_norm: 6.9867 2020-10-11 11:15:25,364 - mmaction - INFO - Epoch [13][3180/3520] lr: 7.500e-03, eta: 1 day, 12:03:23, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7479, loss_cls: 2.1179, loss: 2.1179, grad_norm: 7.0716 2020-10-11 11:15:45,180 - mmaction - INFO - Epoch [13][3200/3520] lr: 7.500e-03, eta: 1 day, 12:03:03, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.1613, loss: 2.1613, grad_norm: 6.9005 2020-10-11 11:16:05,288 - mmaction - INFO - Epoch [13][3220/3520] lr: 7.500e-03, eta: 1 day, 12:02:43, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7708, loss_cls: 1.9298, loss: 1.9298, grad_norm: 6.7523 2020-10-11 11:16:24,903 - mmaction - INFO - Epoch [13][3240/3520] lr: 7.500e-03, eta: 1 day, 12:02:23, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7229, loss_cls: 2.1862, loss: 2.1862, grad_norm: 7.1413 2020-10-11 11:16:44,566 - mmaction - INFO - Epoch [13][3260/3520] lr: 7.500e-03, eta: 1 day, 12:02:02, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7740, loss_cls: 2.0250, loss: 2.0250, grad_norm: 6.6559 2020-10-11 11:17:04,327 - mmaction - INFO - Epoch [13][3280/3520] lr: 7.500e-03, eta: 1 day, 12:01:42, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7562, loss_cls: 2.0623, loss: 2.0623, grad_norm: 6.7186 2020-10-11 11:17:23,906 - mmaction - INFO - Epoch [13][3300/3520] lr: 7.500e-03, eta: 1 day, 12:01:21, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7615, loss_cls: 2.0926, loss: 2.0926, grad_norm: 6.9385 2020-10-11 11:17:43,814 - mmaction - INFO - Epoch [13][3320/3520] lr: 7.500e-03, eta: 1 day, 12:01:02, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7250, loss_cls: 2.2001, loss: 2.2001, grad_norm: 6.9273 2020-10-11 11:18:03,716 - mmaction - INFO - Epoch [13][3340/3520] lr: 7.500e-03, eta: 1 day, 12:00:42, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7333, loss_cls: 2.1711, loss: 2.1711, grad_norm: 6.5158 2020-10-11 11:18:24,037 - mmaction - INFO - Epoch [13][3360/3520] lr: 7.500e-03, eta: 1 day, 12:00:23, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7740, loss_cls: 2.0303, loss: 2.0303, grad_norm: 6.6094 2020-10-11 11:18:43,479 - mmaction - INFO - Epoch [13][3380/3520] lr: 7.500e-03, eta: 1 day, 12:00:02, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7542, loss_cls: 2.1170, loss: 2.1170, grad_norm: 6.6401 2020-10-11 11:19:03,323 - mmaction - INFO - Epoch [13][3400/3520] lr: 7.500e-03, eta: 1 day, 11:59:42, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7438, loss_cls: 2.0894, loss: 2.0894, grad_norm: 6.7169 2020-10-11 11:19:23,007 - mmaction - INFO - Epoch [13][3420/3520] lr: 7.500e-03, eta: 1 day, 11:59:22, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7365, loss_cls: 2.1757, loss: 2.1757, grad_norm: 6.5821 2020-10-11 11:19:43,086 - mmaction - INFO - Epoch [13][3440/3520] lr: 7.500e-03, eta: 1 day, 11:59:02, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7427, loss_cls: 2.2010, loss: 2.2010, grad_norm: 6.7285 2020-10-11 11:20:03,277 - mmaction - INFO - Epoch [13][3460/3520] lr: 7.500e-03, eta: 1 day, 11:58:43, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7635, loss_cls: 2.0562, loss: 2.0562, grad_norm: 6.8654 2020-10-11 11:20:22,389 - mmaction - INFO - Epoch [13][3480/3520] lr: 7.500e-03, eta: 1 day, 11:58:21, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7635, loss_cls: 2.0959, loss: 2.0959, grad_norm: 6.6864 2020-10-11 11:20:42,235 - mmaction - INFO - Epoch [13][3500/3520] lr: 7.500e-03, eta: 1 day, 11:58:01, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7479, loss_cls: 2.0825, loss: 2.0825, grad_norm: 6.7352 2020-10-11 11:21:01,575 - mmaction - INFO - Epoch [13][3520/3520] lr: 7.500e-03, eta: 1 day, 11:57:40, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.4533, top5_acc: 0.7370, loss_cls: 2.1861, loss: 2.1861, grad_norm: 6.8554 2020-10-11 11:21:01,984 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-10-11 11:21:35,670 - mmaction - INFO - Epoch [14][20/3520] lr: 7.500e-03, eta: 1 day, 11:57:57, time: 1.651, data_time: 0.641, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7625, loss_cls: 2.1489, loss: 2.1489, grad_norm: 6.9228 2020-10-11 11:21:54,499 - mmaction - INFO - Epoch [14][40/3520] lr: 7.500e-03, eta: 1 day, 11:57:34, time: 0.943, data_time: 0.003, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7833, loss_cls: 1.9796, loss: 1.9796, grad_norm: 6.9866 2020-10-11 11:22:13,437 - mmaction - INFO - Epoch [14][60/3520] lr: 7.500e-03, eta: 1 day, 11:57:12, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7865, loss_cls: 1.9651, loss: 1.9651, grad_norm: 6.6321 2020-10-11 11:22:33,138 - mmaction - INFO - Epoch [14][80/3520] lr: 7.500e-03, eta: 1 day, 11:56:51, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7719, loss_cls: 2.0513, loss: 2.0513, grad_norm: 6.7806 2020-10-11 11:22:52,839 - mmaction - INFO - Epoch [14][100/3520] lr: 7.500e-03, eta: 1 day, 11:56:31, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7448, loss_cls: 2.1333, loss: 2.1333, grad_norm: 6.9405 2020-10-11 11:23:12,328 - mmaction - INFO - Epoch [14][120/3520] lr: 7.500e-03, eta: 1 day, 11:56:10, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7677, loss_cls: 2.0116, loss: 2.0116, grad_norm: 6.7843 2020-10-11 11:23:32,029 - mmaction - INFO - Epoch [14][140/3520] lr: 7.500e-03, eta: 1 day, 11:55:50, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.5333, top5_acc: 0.7937, loss_cls: 1.9450, loss: 1.9450, grad_norm: 6.6412 2020-10-11 11:23:51,420 - mmaction - INFO - Epoch [14][160/3520] lr: 7.500e-03, eta: 1 day, 11:55:28, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7396, loss_cls: 2.1863, loss: 2.1863, grad_norm: 6.8792 2020-10-11 11:24:10,981 - mmaction - INFO - Epoch [14][180/3520] lr: 7.500e-03, eta: 1 day, 11:55:08, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7594, loss_cls: 2.0560, loss: 2.0560, grad_norm: 6.8912 2020-10-11 11:24:30,594 - mmaction - INFO - Epoch [14][200/3520] lr: 7.500e-03, eta: 1 day, 11:54:47, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7573, loss_cls: 1.9803, loss: 1.9803, grad_norm: 6.3439 2020-10-11 11:24:50,335 - mmaction - INFO - Epoch [14][220/3520] lr: 7.500e-03, eta: 1 day, 11:54:27, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9307, loss: 1.9307, grad_norm: 6.8107 2020-10-11 11:25:10,076 - mmaction - INFO - Epoch [14][240/3520] lr: 7.500e-03, eta: 1 day, 11:54:06, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7698, loss_cls: 2.0169, loss: 2.0169, grad_norm: 6.8523 2020-10-11 11:25:30,210 - mmaction - INFO - Epoch [14][260/3520] lr: 7.500e-03, eta: 1 day, 11:53:47, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7562, loss_cls: 1.9992, loss: 1.9992, grad_norm: 6.8090 2020-10-11 11:25:49,860 - mmaction - INFO - Epoch [14][280/3520] lr: 7.500e-03, eta: 1 day, 11:53:26, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7656, loss_cls: 2.0015, loss: 2.0015, grad_norm: 6.6195 2020-10-11 11:26:09,747 - mmaction - INFO - Epoch [14][300/3520] lr: 7.500e-03, eta: 1 day, 11:53:07, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7792, loss_cls: 2.0373, loss: 2.0373, grad_norm: 6.7840 2020-10-11 11:26:29,415 - mmaction - INFO - Epoch [14][320/3520] lr: 7.500e-03, eta: 1 day, 11:52:46, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7562, loss_cls: 2.0818, loss: 2.0818, grad_norm: 6.7727 2020-10-11 11:26:49,001 - mmaction - INFO - Epoch [14][340/3520] lr: 7.500e-03, eta: 1 day, 11:52:25, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7729, loss_cls: 2.0421, loss: 2.0421, grad_norm: 6.7839 2020-10-11 11:27:09,746 - mmaction - INFO - Epoch [14][360/3520] lr: 7.500e-03, eta: 1 day, 11:52:08, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7188, loss_cls: 2.2263, loss: 2.2263, grad_norm: 6.9881 2020-10-11 11:27:29,406 - mmaction - INFO - Epoch [14][380/3520] lr: 7.500e-03, eta: 1 day, 11:51:47, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7552, loss_cls: 2.1160, loss: 2.1160, grad_norm: 6.7935 2020-10-11 11:27:48,570 - mmaction - INFO - Epoch [14][400/3520] lr: 7.500e-03, eta: 1 day, 11:51:26, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7563, loss_cls: 2.0700, loss: 2.0700, grad_norm: 6.9493 2020-10-11 11:28:08,705 - mmaction - INFO - Epoch [14][420/3520] lr: 7.500e-03, eta: 1 day, 11:51:06, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7292, loss_cls: 2.1718, loss: 2.1718, grad_norm: 7.0443 2020-10-11 11:28:28,683 - mmaction - INFO - Epoch [14][440/3520] lr: 7.500e-03, eta: 1 day, 11:50:47, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7708, loss_cls: 2.0416, loss: 2.0416, grad_norm: 6.8626 2020-10-11 11:28:48,665 - mmaction - INFO - Epoch [14][460/3520] lr: 7.500e-03, eta: 1 day, 11:50:27, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7448, loss_cls: 2.1182, loss: 2.1182, grad_norm: 6.6991 2020-10-11 11:29:08,414 - mmaction - INFO - Epoch [14][480/3520] lr: 7.500e-03, eta: 1 day, 11:50:07, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0499, loss: 2.0499, grad_norm: 6.9884 2020-10-11 11:29:28,758 - mmaction - INFO - Epoch [14][500/3520] lr: 7.500e-03, eta: 1 day, 11:49:48, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7573, loss_cls: 2.0516, loss: 2.0516, grad_norm: 6.7678 2020-10-11 11:29:48,160 - mmaction - INFO - Epoch [14][520/3520] lr: 7.500e-03, eta: 1 day, 11:49:27, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7646, loss_cls: 2.0719, loss: 2.0719, grad_norm: 6.8277 2020-10-11 11:30:08,120 - mmaction - INFO - Epoch [14][540/3520] lr: 7.500e-03, eta: 1 day, 11:49:07, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7667, loss_cls: 2.0728, loss: 2.0728, grad_norm: 6.4456 2020-10-11 11:30:28,226 - mmaction - INFO - Epoch [14][560/3520] lr: 7.500e-03, eta: 1 day, 11:48:48, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7594, loss_cls: 2.1264, loss: 2.1264, grad_norm: 6.9756 2020-10-11 11:30:47,725 - mmaction - INFO - Epoch [14][580/3520] lr: 7.500e-03, eta: 1 day, 11:48:27, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7542, loss_cls: 2.0505, loss: 2.0505, grad_norm: 6.5762 2020-10-11 11:31:07,887 - mmaction - INFO - Epoch [14][600/3520] lr: 7.500e-03, eta: 1 day, 11:48:08, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7750, loss_cls: 2.0549, loss: 2.0549, grad_norm: 6.8122 2020-10-11 11:31:28,290 - mmaction - INFO - Epoch [14][620/3520] lr: 7.500e-03, eta: 1 day, 11:47:50, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7563, loss_cls: 2.0485, loss: 2.0485, grad_norm: 6.8745 2020-10-11 11:31:47,911 - mmaction - INFO - Epoch [14][640/3520] lr: 7.500e-03, eta: 1 day, 11:47:29, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7354, loss_cls: 2.1164, loss: 2.1164, grad_norm: 6.5608 2020-10-11 11:32:07,357 - mmaction - INFO - Epoch [14][660/3520] lr: 7.500e-03, eta: 1 day, 11:47:08, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7490, loss_cls: 2.1315, loss: 2.1315, grad_norm: 6.5923 2020-10-11 11:32:27,732 - mmaction - INFO - Epoch [14][680/3520] lr: 7.500e-03, eta: 1 day, 11:46:49, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7552, loss_cls: 2.0939, loss: 2.0939, grad_norm: 6.7028 2020-10-11 11:32:47,331 - mmaction - INFO - Epoch [14][700/3520] lr: 7.500e-03, eta: 1 day, 11:46:29, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7802, loss_cls: 1.9783, loss: 1.9783, grad_norm: 6.7196 2020-10-11 11:33:07,062 - mmaction - INFO - Epoch [14][720/3520] lr: 7.500e-03, eta: 1 day, 11:46:08, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7802, loss_cls: 1.9891, loss: 1.9891, grad_norm: 6.6428 2020-10-11 11:33:27,523 - mmaction - INFO - Epoch [14][740/3520] lr: 7.500e-03, eta: 1 day, 11:45:50, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7552, loss_cls: 2.0725, loss: 2.0725, grad_norm: 6.7822 2020-10-11 11:33:46,915 - mmaction - INFO - Epoch [14][760/3520] lr: 7.500e-03, eta: 1 day, 11:45:29, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.5313, top5_acc: 0.8042, loss_cls: 1.9137, loss: 1.9137, grad_norm: 6.7661 2020-10-11 11:34:06,957 - mmaction - INFO - Epoch [14][780/3520] lr: 7.500e-03, eta: 1 day, 11:45:09, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7708, loss_cls: 2.0044, loss: 2.0044, grad_norm: 7.0918 2020-10-11 11:34:27,147 - mmaction - INFO - Epoch [14][800/3520] lr: 7.500e-03, eta: 1 day, 11:44:50, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7812, loss_cls: 2.0022, loss: 2.0022, grad_norm: 6.5424 2020-10-11 11:34:46,786 - mmaction - INFO - Epoch [14][820/3520] lr: 7.500e-03, eta: 1 day, 11:44:30, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7458, loss_cls: 2.0907, loss: 2.0907, grad_norm: 6.8444 2020-10-11 11:35:06,707 - mmaction - INFO - Epoch [14][840/3520] lr: 7.500e-03, eta: 1 day, 11:44:10, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.1796, loss: 2.1796, grad_norm: 7.1319 2020-10-11 11:35:26,574 - mmaction - INFO - Epoch [14][860/3520] lr: 7.500e-03, eta: 1 day, 11:43:50, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.8417 2020-10-11 11:35:46,522 - mmaction - INFO - Epoch [14][880/3520] lr: 7.500e-03, eta: 1 day, 11:43:30, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7656, loss_cls: 2.0013, loss: 2.0013, grad_norm: 6.6924 2020-10-11 11:36:06,750 - mmaction - INFO - Epoch [14][900/3520] lr: 7.500e-03, eta: 1 day, 11:43:12, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7677, loss_cls: 2.0076, loss: 2.0076, grad_norm: 6.7933 2020-10-11 11:36:26,662 - mmaction - INFO - Epoch [14][920/3520] lr: 7.500e-03, eta: 1 day, 11:42:52, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7615, loss_cls: 2.0630, loss: 2.0630, grad_norm: 6.5336 2020-10-11 11:36:46,707 - mmaction - INFO - Epoch [14][940/3520] lr: 7.500e-03, eta: 1 day, 11:42:32, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7688, loss_cls: 2.0372, loss: 2.0372, grad_norm: 6.9021 2020-10-11 11:37:06,458 - mmaction - INFO - Epoch [14][960/3520] lr: 7.500e-03, eta: 1 day, 11:42:12, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7281, loss_cls: 2.1566, loss: 2.1566, grad_norm: 6.8116 2020-10-11 11:37:26,128 - mmaction - INFO - Epoch [14][980/3520] lr: 7.500e-03, eta: 1 day, 11:41:52, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7552, loss_cls: 2.1299, loss: 2.1299, grad_norm: 6.7778 2020-10-11 11:37:45,849 - mmaction - INFO - Epoch [14][1000/3520] lr: 7.500e-03, eta: 1 day, 11:41:31, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7677, loss_cls: 2.0235, loss: 2.0235, grad_norm: 6.7409 2020-10-11 11:38:05,454 - mmaction - INFO - Epoch [14][1020/3520] lr: 7.500e-03, eta: 1 day, 11:41:10, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7292, loss_cls: 2.2410, loss: 2.2410, grad_norm: 7.0891 2020-10-11 11:38:25,173 - mmaction - INFO - Epoch [14][1040/3520] lr: 7.500e-03, eta: 1 day, 11:40:50, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7615, loss_cls: 2.0342, loss: 2.0342, grad_norm: 6.8175 2020-10-11 11:38:45,499 - mmaction - INFO - Epoch [14][1060/3520] lr: 7.500e-03, eta: 1 day, 11:40:32, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7469, loss_cls: 2.1338, loss: 2.1338, grad_norm: 7.0816 2020-10-11 11:39:05,646 - mmaction - INFO - Epoch [14][1080/3520] lr: 7.500e-03, eta: 1 day, 11:40:12, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7667, loss_cls: 2.0444, loss: 2.0444, grad_norm: 6.8531 2020-10-11 11:39:26,211 - mmaction - INFO - Epoch [14][1100/3520] lr: 7.500e-03, eta: 1 day, 11:39:54, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7396, loss_cls: 2.0967, loss: 2.0967, grad_norm: 6.5401 2020-10-11 11:39:47,200 - mmaction - INFO - Epoch [14][1120/3520] lr: 7.500e-03, eta: 1 day, 11:39:37, time: 1.049, data_time: 0.003, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7708, loss_cls: 1.9929, loss: 1.9929, grad_norm: 6.6879 2020-10-11 11:40:08,912 - mmaction - INFO - Epoch [14][1140/3520] lr: 7.500e-03, eta: 1 day, 11:39:23, time: 1.086, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7573, loss_cls: 2.0769, loss: 2.0769, grad_norm: 6.7922 2020-10-11 11:40:28,896 - mmaction - INFO - Epoch [14][1160/3520] lr: 7.500e-03, eta: 1 day, 11:39:03, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7615, loss_cls: 2.0239, loss: 2.0239, grad_norm: 6.6209 2020-10-11 11:40:49,267 - mmaction - INFO - Epoch [14][1180/3520] lr: 7.500e-03, eta: 1 day, 11:38:44, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7437, loss_cls: 2.1109, loss: 2.1109, grad_norm: 6.9136 2020-10-11 11:41:09,231 - mmaction - INFO - Epoch [14][1200/3520] lr: 7.500e-03, eta: 1 day, 11:38:25, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7552, loss_cls: 2.1456, loss: 2.1456, grad_norm: 6.8680 2020-10-11 11:41:30,463 - mmaction - INFO - Epoch [14][1220/3520] lr: 7.500e-03, eta: 1 day, 11:38:08, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7552, loss_cls: 2.0867, loss: 2.0867, grad_norm: 6.8362 2020-10-11 11:41:49,995 - mmaction - INFO - Epoch [14][1240/3520] lr: 7.500e-03, eta: 1 day, 11:37:48, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7615, loss_cls: 2.0535, loss: 2.0535, grad_norm: 6.9348 2020-10-11 11:42:09,713 - mmaction - INFO - Epoch [14][1260/3520] lr: 7.500e-03, eta: 1 day, 11:37:27, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7542, loss_cls: 2.0816, loss: 2.0816, grad_norm: 6.9298 2020-10-11 11:42:31,321 - mmaction - INFO - Epoch [14][1280/3520] lr: 7.500e-03, eta: 1 day, 11:37:12, time: 1.082, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7542, loss_cls: 2.1199, loss: 2.1199, grad_norm: 6.7845 2020-10-11 11:42:51,343 - mmaction - INFO - Epoch [14][1300/3520] lr: 7.500e-03, eta: 1 day, 11:36:53, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7469, loss_cls: 2.1474, loss: 2.1474, grad_norm: 6.9022 2020-10-11 11:43:11,244 - mmaction - INFO - Epoch [14][1320/3520] lr: 7.500e-03, eta: 1 day, 11:36:33, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7417, loss_cls: 2.1664, loss: 2.1664, grad_norm: 6.7871 2020-10-11 11:43:33,260 - mmaction - INFO - Epoch [14][1340/3520] lr: 7.500e-03, eta: 1 day, 11:36:19, time: 1.100, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7479, loss_cls: 2.0693, loss: 2.0693, grad_norm: 6.7130 2020-10-11 11:43:51,970 - mmaction - INFO - Epoch [14][1360/3520] lr: 7.500e-03, eta: 1 day, 11:35:56, time: 0.936, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7531, loss_cls: 2.0473, loss: 2.0473, grad_norm: 6.7605 2020-10-11 11:44:13,711 - mmaction - INFO - Epoch [14][1380/3520] lr: 7.500e-03, eta: 1 day, 11:35:41, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7563, loss_cls: 2.0729, loss: 2.0729, grad_norm: 7.0125 2020-10-11 11:44:33,512 - mmaction - INFO - Epoch [14][1400/3520] lr: 7.500e-03, eta: 1 day, 11:35:21, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7490, loss_cls: 2.0915, loss: 2.0915, grad_norm: 6.8911 2020-10-11 11:44:53,697 - mmaction - INFO - Epoch [14][1420/3520] lr: 7.500e-03, eta: 1 day, 11:35:02, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.1546, loss: 2.1546, grad_norm: 6.8740 2020-10-11 11:45:13,895 - mmaction - INFO - Epoch [14][1440/3520] lr: 7.500e-03, eta: 1 day, 11:34:43, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7573, loss_cls: 2.0996, loss: 2.0996, grad_norm: 6.7585 2020-10-11 11:45:33,893 - mmaction - INFO - Epoch [14][1460/3520] lr: 7.500e-03, eta: 1 day, 11:34:23, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7448, loss_cls: 2.1209, loss: 2.1209, grad_norm: 6.8626 2020-10-11 11:45:53,609 - mmaction - INFO - Epoch [14][1480/3520] lr: 7.500e-03, eta: 1 day, 11:34:03, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7229, loss_cls: 2.2756, loss: 2.2756, grad_norm: 7.1158 2020-10-11 11:46:15,145 - mmaction - INFO - Epoch [14][1500/3520] lr: 7.500e-03, eta: 1 day, 11:33:47, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7635, loss_cls: 2.0124, loss: 2.0124, grad_norm: 7.1682 2020-10-11 11:46:34,971 - mmaction - INFO - Epoch [14][1520/3520] lr: 7.500e-03, eta: 1 day, 11:33:27, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7594, loss_cls: 2.1321, loss: 2.1321, grad_norm: 6.8234 2020-10-11 11:46:54,670 - mmaction - INFO - Epoch [14][1540/3520] lr: 7.500e-03, eta: 1 day, 11:33:07, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7656, loss_cls: 2.0177, loss: 2.0177, grad_norm: 6.8465 2020-10-11 11:47:14,811 - mmaction - INFO - Epoch [14][1560/3520] lr: 7.500e-03, eta: 1 day, 11:32:48, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.0727, loss: 2.0727, grad_norm: 6.9277 2020-10-11 11:47:35,824 - mmaction - INFO - Epoch [14][1580/3520] lr: 7.500e-03, eta: 1 day, 11:32:31, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7521, loss_cls: 2.1388, loss: 2.1388, grad_norm: 6.9707 2020-10-11 11:47:55,394 - mmaction - INFO - Epoch [14][1600/3520] lr: 7.500e-03, eta: 1 day, 11:32:10, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7646, loss_cls: 2.0643, loss: 2.0643, grad_norm: 6.9234 2020-10-11 11:48:16,392 - mmaction - INFO - Epoch [14][1620/3520] lr: 7.500e-03, eta: 1 day, 11:31:53, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7833, loss_cls: 1.9662, loss: 1.9662, grad_norm: 6.8508 2020-10-11 11:48:36,127 - mmaction - INFO - Epoch [14][1640/3520] lr: 7.500e-03, eta: 1 day, 11:31:33, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0123, loss: 2.0123, grad_norm: 7.0098 2020-10-11 11:48:56,373 - mmaction - INFO - Epoch [14][1660/3520] lr: 7.500e-03, eta: 1 day, 11:31:14, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7552, loss_cls: 2.0608, loss: 2.0608, grad_norm: 7.0354 2020-10-11 11:49:15,985 - mmaction - INFO - Epoch [14][1680/3520] lr: 7.500e-03, eta: 1 day, 11:30:53, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7438, loss_cls: 2.1559, loss: 2.1559, grad_norm: 7.1414 2020-10-11 11:49:36,707 - mmaction - INFO - Epoch [14][1700/3520] lr: 7.500e-03, eta: 1 day, 11:30:36, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7469, loss_cls: 2.0950, loss: 2.0950, grad_norm: 6.7458 2020-10-11 11:49:57,487 - mmaction - INFO - Epoch [14][1720/3520] lr: 7.500e-03, eta: 1 day, 11:30:18, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7688, loss_cls: 2.0698, loss: 2.0698, grad_norm: 6.9366 2020-10-11 11:50:17,178 - mmaction - INFO - Epoch [14][1740/3520] lr: 7.500e-03, eta: 1 day, 11:29:58, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0106, loss: 2.0106, grad_norm: 6.9004 2020-10-11 11:50:37,531 - mmaction - INFO - Epoch [14][1760/3520] lr: 7.500e-03, eta: 1 day, 11:29:39, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7844, loss_cls: 2.0070, loss: 2.0070, grad_norm: 6.9438 2020-10-11 11:50:57,082 - mmaction - INFO - Epoch [14][1780/3520] lr: 7.500e-03, eta: 1 day, 11:29:18, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.0676, loss: 2.0676, grad_norm: 6.7512 2020-10-11 11:51:16,991 - mmaction - INFO - Epoch [14][1800/3520] lr: 7.500e-03, eta: 1 day, 11:28:58, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7385, loss_cls: 2.0993, loss: 2.0993, grad_norm: 6.8354 2020-10-11 11:51:36,850 - mmaction - INFO - Epoch [14][1820/3520] lr: 7.500e-03, eta: 1 day, 11:28:38, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7448, loss_cls: 2.1614, loss: 2.1614, grad_norm: 6.7740 2020-10-11 11:51:56,653 - mmaction - INFO - Epoch [14][1840/3520] lr: 7.500e-03, eta: 1 day, 11:28:18, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7750, loss_cls: 1.9945, loss: 1.9945, grad_norm: 6.7179 2020-10-11 11:52:17,419 - mmaction - INFO - Epoch [14][1860/3520] lr: 7.500e-03, eta: 1 day, 11:28:01, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.5333, top5_acc: 0.7792, loss_cls: 1.9285, loss: 1.9285, grad_norm: 6.5259 2020-10-11 11:52:37,108 - mmaction - INFO - Epoch [14][1880/3520] lr: 7.500e-03, eta: 1 day, 11:27:40, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7354, loss_cls: 2.1792, loss: 2.1792, grad_norm: 6.8463 2020-10-11 11:52:57,250 - mmaction - INFO - Epoch [14][1900/3520] lr: 7.500e-03, eta: 1 day, 11:27:21, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7656, loss_cls: 2.1003, loss: 2.1003, grad_norm: 7.0677 2020-10-11 11:53:16,860 - mmaction - INFO - Epoch [14][1920/3520] lr: 7.500e-03, eta: 1 day, 11:27:00, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7448, loss_cls: 2.2047, loss: 2.2047, grad_norm: 6.9769 2020-10-11 11:53:36,444 - mmaction - INFO - Epoch [14][1940/3520] lr: 7.500e-03, eta: 1 day, 11:26:40, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7531, loss_cls: 2.0998, loss: 2.0998, grad_norm: 6.6244 2020-10-11 11:53:56,408 - mmaction - INFO - Epoch [14][1960/3520] lr: 7.500e-03, eta: 1 day, 11:26:20, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7490, loss_cls: 2.0974, loss: 2.0974, grad_norm: 6.7178 2020-10-11 11:54:16,722 - mmaction - INFO - Epoch [14][1980/3520] lr: 7.500e-03, eta: 1 day, 11:26:01, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7438, loss_cls: 2.0871, loss: 2.0871, grad_norm: 6.6180 2020-10-11 11:54:36,271 - mmaction - INFO - Epoch [14][2000/3520] lr: 7.500e-03, eta: 1 day, 11:25:40, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7448, loss_cls: 2.0610, loss: 2.0610, grad_norm: 6.8167 2020-10-11 11:54:56,519 - mmaction - INFO - Epoch [14][2020/3520] lr: 7.500e-03, eta: 1 day, 11:25:21, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7458, loss_cls: 2.1879, loss: 2.1879, grad_norm: 7.1275 2020-10-11 11:55:16,098 - mmaction - INFO - Epoch [14][2040/3520] lr: 7.500e-03, eta: 1 day, 11:25:01, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.1243, loss: 2.1243, grad_norm: 6.7245 2020-10-11 11:55:36,097 - mmaction - INFO - Epoch [14][2060/3520] lr: 7.500e-03, eta: 1 day, 11:24:41, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7562, loss_cls: 2.0330, loss: 2.0330, grad_norm: 6.9491 2020-10-11 11:55:56,209 - mmaction - INFO - Epoch [14][2080/3520] lr: 7.500e-03, eta: 1 day, 11:24:22, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7427, loss_cls: 2.0836, loss: 2.0836, grad_norm: 6.7034 2020-10-11 11:56:16,238 - mmaction - INFO - Epoch [14][2100/3520] lr: 7.500e-03, eta: 1 day, 11:24:02, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7552, loss_cls: 2.0873, loss: 2.0873, grad_norm: 6.8167 2020-10-11 11:56:35,755 - mmaction - INFO - Epoch [14][2120/3520] lr: 7.500e-03, eta: 1 day, 11:23:41, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7573, loss_cls: 2.1178, loss: 2.1178, grad_norm: 7.2095 2020-10-11 11:56:56,644 - mmaction - INFO - Epoch [14][2140/3520] lr: 7.500e-03, eta: 1 day, 11:23:24, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7604, loss_cls: 2.0788, loss: 2.0788, grad_norm: 6.7525 2020-10-11 11:57:16,887 - mmaction - INFO - Epoch [14][2160/3520] lr: 7.500e-03, eta: 1 day, 11:23:05, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7802, loss_cls: 2.0452, loss: 2.0452, grad_norm: 6.7933 2020-10-11 11:57:36,837 - mmaction - INFO - Epoch [14][2180/3520] lr: 7.500e-03, eta: 1 day, 11:22:46, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7563, loss_cls: 2.0538, loss: 2.0538, grad_norm: 6.9920 2020-10-11 11:57:56,387 - mmaction - INFO - Epoch [14][2200/3520] lr: 7.500e-03, eta: 1 day, 11:22:25, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7469, loss_cls: 2.1920, loss: 2.1920, grad_norm: 7.0359 2020-10-11 11:58:16,280 - mmaction - INFO - Epoch [14][2220/3520] lr: 7.500e-03, eta: 1 day, 11:22:05, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7469, loss_cls: 2.0769, loss: 2.0769, grad_norm: 6.8808 2020-10-11 11:58:37,079 - mmaction - INFO - Epoch [14][2240/3520] lr: 7.500e-03, eta: 1 day, 11:21:47, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7417, loss_cls: 2.0728, loss: 2.0728, grad_norm: 6.5294 2020-10-11 11:58:56,612 - mmaction - INFO - Epoch [14][2260/3520] lr: 7.500e-03, eta: 1 day, 11:21:27, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7604, loss_cls: 2.0700, loss: 2.0700, grad_norm: 6.8062 2020-10-11 11:59:16,448 - mmaction - INFO - Epoch [14][2280/3520] lr: 7.500e-03, eta: 1 day, 11:21:07, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 2.0090, loss: 2.0090, grad_norm: 6.8028 2020-10-11 11:59:36,702 - mmaction - INFO - Epoch [14][2300/3520] lr: 7.500e-03, eta: 1 day, 11:20:48, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7510, loss_cls: 2.0571, loss: 2.0571, grad_norm: 6.6731 2020-10-11 11:59:57,523 - mmaction - INFO - Epoch [14][2320/3520] lr: 7.500e-03, eta: 1 day, 11:20:30, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7458, loss_cls: 2.0341, loss: 2.0341, grad_norm: 6.3776 2020-10-11 12:00:18,763 - mmaction - INFO - Epoch [14][2340/3520] lr: 7.500e-03, eta: 1 day, 11:20:13, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7552, loss_cls: 2.0408, loss: 2.0408, grad_norm: 6.7225 2020-10-11 12:00:38,815 - mmaction - INFO - Epoch [14][2360/3520] lr: 7.500e-03, eta: 1 day, 11:19:54, time: 1.019, data_time: 0.028, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7531, loss_cls: 2.0673, loss: 2.0673, grad_norm: 7.0622 2020-10-11 12:00:58,797 - mmaction - INFO - Epoch [14][2380/3520] lr: 7.500e-03, eta: 1 day, 11:19:35, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7646, loss_cls: 2.0985, loss: 2.0985, grad_norm: 7.0909 2020-10-11 12:01:19,921 - mmaction - INFO - Epoch [14][2400/3520] lr: 7.500e-03, eta: 1 day, 11:19:18, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.0881, loss: 2.0881, grad_norm: 6.7018 2020-10-11 12:01:39,466 - mmaction - INFO - Epoch [14][2420/3520] lr: 7.500e-03, eta: 1 day, 11:18:57, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7458, loss_cls: 2.1527, loss: 2.1527, grad_norm: 6.7018 2020-10-11 12:01:59,679 - mmaction - INFO - Epoch [14][2440/3520] lr: 7.500e-03, eta: 1 day, 11:18:38, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7406, loss_cls: 2.1879, loss: 2.1879, grad_norm: 6.6500 2020-10-11 12:02:19,665 - mmaction - INFO - Epoch [14][2460/3520] lr: 7.500e-03, eta: 1 day, 11:18:19, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7635, loss_cls: 2.0592, loss: 2.0592, grad_norm: 6.6597 2020-10-11 12:02:40,081 - mmaction - INFO - Epoch [14][2480/3520] lr: 7.500e-03, eta: 1 day, 11:18:00, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7552, loss_cls: 2.1150, loss: 2.1150, grad_norm: 7.0921 2020-10-11 12:03:00,999 - mmaction - INFO - Epoch [14][2500/3520] lr: 7.500e-03, eta: 1 day, 11:17:43, time: 1.046, data_time: 0.008, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7531, loss_cls: 2.1246, loss: 2.1246, grad_norm: 6.9537 2020-10-11 12:03:21,715 - mmaction - INFO - Epoch [14][2520/3520] lr: 7.500e-03, eta: 1 day, 11:17:25, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7698, loss_cls: 2.0692, loss: 2.0692, grad_norm: 6.9018 2020-10-11 12:03:41,437 - mmaction - INFO - Epoch [14][2540/3520] lr: 7.500e-03, eta: 1 day, 11:17:05, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7531, loss_cls: 2.1264, loss: 2.1264, grad_norm: 6.8373 2020-10-11 12:04:01,770 - mmaction - INFO - Epoch [14][2560/3520] lr: 7.500e-03, eta: 1 day, 11:16:46, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7729, loss_cls: 2.0594, loss: 2.0594, grad_norm: 6.6148 2020-10-11 12:04:21,523 - mmaction - INFO - Epoch [14][2580/3520] lr: 7.500e-03, eta: 1 day, 11:16:26, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7781, loss_cls: 1.9709, loss: 1.9709, grad_norm: 6.8672 2020-10-11 12:04:41,980 - mmaction - INFO - Epoch [14][2600/3520] lr: 7.500e-03, eta: 1 day, 11:16:07, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7510, loss_cls: 2.1044, loss: 2.1044, grad_norm: 6.7347 2020-10-11 12:05:03,587 - mmaction - INFO - Epoch [14][2620/3520] lr: 7.500e-03, eta: 1 day, 11:15:52, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7438, loss_cls: 2.1614, loss: 2.1614, grad_norm: 6.8162 2020-10-11 12:05:22,695 - mmaction - INFO - Epoch [14][2640/3520] lr: 7.500e-03, eta: 1 day, 11:15:30, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7573, loss_cls: 2.1398, loss: 2.1398, grad_norm: 6.6661 2020-10-11 12:05:43,870 - mmaction - INFO - Epoch [14][2660/3520] lr: 7.500e-03, eta: 1 day, 11:15:13, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7781, loss_cls: 2.0460, loss: 2.0460, grad_norm: 6.6825 2020-10-11 12:06:04,989 - mmaction - INFO - Epoch [14][2680/3520] lr: 7.500e-03, eta: 1 day, 11:14:57, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7510, loss_cls: 2.1533, loss: 2.1533, grad_norm: 6.7589 2020-10-11 12:06:24,883 - mmaction - INFO - Epoch [14][2700/3520] lr: 7.500e-03, eta: 1 day, 11:14:37, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7521, loss_cls: 2.0875, loss: 2.0875, grad_norm: 6.7226 2020-10-11 12:06:45,069 - mmaction - INFO - Epoch [14][2720/3520] lr: 7.500e-03, eta: 1 day, 11:14:18, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7729, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.8583 2020-10-11 12:07:06,009 - mmaction - INFO - Epoch [14][2740/3520] lr: 7.500e-03, eta: 1 day, 11:14:01, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7490, loss_cls: 2.0680, loss: 2.0680, grad_norm: 6.7856 2020-10-11 12:07:26,666 - mmaction - INFO - Epoch [14][2760/3520] lr: 7.500e-03, eta: 1 day, 11:13:43, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7583, loss_cls: 2.1067, loss: 2.1067, grad_norm: 6.6180 2020-10-11 12:07:46,956 - mmaction - INFO - Epoch [14][2780/3520] lr: 7.500e-03, eta: 1 day, 11:13:24, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7490, loss_cls: 2.1511, loss: 2.1511, grad_norm: 6.8158 2020-10-11 12:08:07,300 - mmaction - INFO - Epoch [14][2800/3520] lr: 7.500e-03, eta: 1 day, 11:13:05, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7510, loss_cls: 2.0259, loss: 2.0259, grad_norm: 6.8274 2020-10-11 12:08:28,570 - mmaction - INFO - Epoch [14][2820/3520] lr: 7.500e-03, eta: 1 day, 11:12:49, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7469, loss_cls: 2.0801, loss: 2.0801, grad_norm: 6.7808 2020-10-11 12:08:49,417 - mmaction - INFO - Epoch [14][2840/3520] lr: 7.500e-03, eta: 1 day, 11:12:31, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7344, loss_cls: 2.2154, loss: 2.2154, grad_norm: 6.7376 2020-10-11 12:09:09,129 - mmaction - INFO - Epoch [14][2860/3520] lr: 7.500e-03, eta: 1 day, 11:12:11, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7479, loss_cls: 2.1132, loss: 2.1132, grad_norm: 6.7401 2020-10-11 12:09:30,426 - mmaction - INFO - Epoch [14][2880/3520] lr: 7.500e-03, eta: 1 day, 11:11:55, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7583, loss_cls: 2.1054, loss: 2.1054, grad_norm: 6.5695 2020-10-11 12:09:51,271 - mmaction - INFO - Epoch [14][2900/3520] lr: 7.500e-03, eta: 1 day, 11:11:37, time: 1.043, data_time: 0.003, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7417, loss_cls: 2.1558, loss: 2.1558, grad_norm: 6.8797 2020-10-11 12:10:11,119 - mmaction - INFO - Epoch [14][2920/3520] lr: 7.500e-03, eta: 1 day, 11:11:17, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7771, loss_cls: 1.9901, loss: 1.9901, grad_norm: 6.4852 2020-10-11 12:10:31,529 - mmaction - INFO - Epoch [14][2940/3520] lr: 7.500e-03, eta: 1 day, 11:10:59, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7427, loss_cls: 2.1137, loss: 2.1137, grad_norm: 6.8960 2020-10-11 12:10:53,328 - mmaction - INFO - Epoch [14][2960/3520] lr: 7.500e-03, eta: 1 day, 11:10:44, time: 1.089, data_time: 0.007, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7271, loss_cls: 2.1359, loss: 2.1359, grad_norm: 7.0058 2020-10-11 12:11:13,689 - mmaction - INFO - Epoch [14][2980/3520] lr: 7.500e-03, eta: 1 day, 11:10:25, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7615, loss_cls: 2.0536, loss: 2.0536, grad_norm: 7.0971 2020-10-11 12:11:33,532 - mmaction - INFO - Epoch [14][3000/3520] lr: 7.500e-03, eta: 1 day, 11:10:05, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7583, loss_cls: 2.0134, loss: 2.0134, grad_norm: 7.0852 2020-10-11 12:11:54,527 - mmaction - INFO - Epoch [14][3020/3520] lr: 7.500e-03, eta: 1 day, 11:09:48, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7438, loss_cls: 2.1838, loss: 2.1838, grad_norm: 7.2408 2020-10-11 12:12:15,494 - mmaction - INFO - Epoch [14][3040/3520] lr: 7.500e-03, eta: 1 day, 11:09:31, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7656, loss_cls: 2.1042, loss: 2.1042, grad_norm: 7.1147 2020-10-11 12:12:35,266 - mmaction - INFO - Epoch [14][3060/3520] lr: 7.500e-03, eta: 1 day, 11:09:11, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7667, loss_cls: 2.0589, loss: 2.0589, grad_norm: 8.1929 2020-10-11 12:12:54,959 - mmaction - INFO - Epoch [14][3080/3520] lr: 7.500e-03, eta: 1 day, 11:08:50, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7542, loss_cls: 2.0900, loss: 2.0900, grad_norm: 6.9284 2020-10-11 12:13:16,015 - mmaction - INFO - Epoch [14][3100/3520] lr: 7.500e-03, eta: 1 day, 11:08:33, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7260, loss_cls: 2.2562, loss: 2.2562, grad_norm: 7.1823 2020-10-11 12:13:35,848 - mmaction - INFO - Epoch [14][3120/3520] lr: 7.500e-03, eta: 1 day, 11:08:13, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7375, loss_cls: 2.1570, loss: 2.1570, grad_norm: 6.9692 2020-10-11 12:13:57,080 - mmaction - INFO - Epoch [14][3140/3520] lr: 7.500e-03, eta: 1 day, 11:07:57, time: 1.060, data_time: 0.004, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7542, loss_cls: 2.0603, loss: 2.0603, grad_norm: 6.9273 2020-10-11 12:14:17,794 - mmaction - INFO - Epoch [14][3160/3520] lr: 7.500e-03, eta: 1 day, 11:07:39, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7354, loss_cls: 2.1723, loss: 2.1723, grad_norm: 7.2370 2020-10-11 12:14:38,720 - mmaction - INFO - Epoch [14][3180/3520] lr: 7.500e-03, eta: 1 day, 11:07:22, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7708, loss_cls: 2.0485, loss: 2.0485, grad_norm: 6.8762 2020-10-11 12:14:58,707 - mmaction - INFO - Epoch [14][3200/3520] lr: 7.500e-03, eta: 1 day, 11:07:02, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0920, loss: 2.0920, grad_norm: 6.9109 2020-10-11 12:15:19,752 - mmaction - INFO - Epoch [14][3220/3520] lr: 7.500e-03, eta: 1 day, 11:06:45, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7104, loss_cls: 2.2437, loss: 2.2437, grad_norm: 6.8811 2020-10-11 12:15:39,625 - mmaction - INFO - Epoch [14][3240/3520] lr: 7.500e-03, eta: 1 day, 11:06:25, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7521, loss_cls: 2.1310, loss: 2.1310, grad_norm: 6.7077 2020-10-11 12:16:01,925 - mmaction - INFO - Epoch [14][3260/3520] lr: 7.500e-03, eta: 1 day, 11:06:11, time: 1.112, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7448, loss_cls: 2.0829, loss: 2.0829, grad_norm: 6.8092 2020-10-11 12:16:21,875 - mmaction - INFO - Epoch [14][3280/3520] lr: 7.500e-03, eta: 1 day, 11:05:52, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7771, loss_cls: 1.9841, loss: 1.9841, grad_norm: 6.3640 2020-10-11 12:16:41,569 - mmaction - INFO - Epoch [14][3300/3520] lr: 7.500e-03, eta: 1 day, 11:05:31, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7635, loss_cls: 2.0834, loss: 2.0834, grad_norm: 6.6446 2020-10-11 12:17:01,865 - mmaction - INFO - Epoch [14][3320/3520] lr: 7.500e-03, eta: 1 day, 11:05:12, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7458, loss_cls: 2.0610, loss: 2.0610, grad_norm: 6.3993 2020-10-11 12:17:21,826 - mmaction - INFO - Epoch [14][3340/3520] lr: 7.500e-03, eta: 1 day, 11:04:53, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7510, loss_cls: 2.1559, loss: 2.1559, grad_norm: 6.8053 2020-10-11 12:17:42,090 - mmaction - INFO - Epoch [14][3360/3520] lr: 7.500e-03, eta: 1 day, 11:04:34, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7333, loss_cls: 2.1375, loss: 2.1375, grad_norm: 6.6355 2020-10-11 12:18:02,489 - mmaction - INFO - Epoch [14][3380/3520] lr: 7.500e-03, eta: 1 day, 11:04:15, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7406, loss_cls: 2.1584, loss: 2.1584, grad_norm: 6.7948 2020-10-11 12:18:22,060 - mmaction - INFO - Epoch [14][3400/3520] lr: 7.500e-03, eta: 1 day, 11:03:54, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7500, loss_cls: 2.1428, loss: 2.1428, grad_norm: 6.9174 2020-10-11 12:18:42,955 - mmaction - INFO - Epoch [14][3420/3520] lr: 7.500e-03, eta: 1 day, 11:03:37, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7479, loss_cls: 2.0697, loss: 2.0697, grad_norm: 6.8565 2020-10-11 12:19:02,632 - mmaction - INFO - Epoch [14][3440/3520] lr: 7.500e-03, eta: 1 day, 11:03:16, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7469, loss_cls: 2.1268, loss: 2.1268, grad_norm: 6.9666 2020-10-11 12:19:24,368 - mmaction - INFO - Epoch [14][3460/3520] lr: 7.500e-03, eta: 1 day, 11:03:01, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7531, loss_cls: 2.1156, loss: 2.1156, grad_norm: 7.0270 2020-10-11 12:19:44,172 - mmaction - INFO - Epoch [14][3480/3520] lr: 7.500e-03, eta: 1 day, 11:02:41, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7469, loss_cls: 2.1641, loss: 2.1641, grad_norm: 6.7572 2020-10-11 12:20:04,996 - mmaction - INFO - Epoch [14][3500/3520] lr: 7.500e-03, eta: 1 day, 11:02:24, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7521, loss_cls: 2.0283, loss: 2.0283, grad_norm: 6.6275 2020-10-11 12:20:23,988 - mmaction - INFO - Epoch [14][3520/3520] lr: 7.500e-03, eta: 1 day, 11:02:01, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.4793, top5_acc: 0.7554, loss_cls: 2.0773, loss: 2.0773, grad_norm: 6.7867 2020-10-11 12:20:24,238 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-10-11 12:20:57,156 - mmaction - INFO - Epoch [15][20/3520] lr: 7.500e-03, eta: 1 day, 11:02:13, time: 1.617, data_time: 0.628, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7656, loss_cls: 1.9905, loss: 1.9905, grad_norm: 6.8384 2020-10-11 12:21:15,357 - mmaction - INFO - Epoch [15][40/3520] lr: 7.500e-03, eta: 1 day, 11:01:49, time: 0.909, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7552, loss_cls: 2.0769, loss: 2.0769, grad_norm: 6.9100 2020-10-11 12:21:35,510 - mmaction - INFO - Epoch [15][60/3520] lr: 7.500e-03, eta: 1 day, 11:01:30, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7760, loss_cls: 2.0406, loss: 2.0406, grad_norm: 6.7170 2020-10-11 12:21:55,450 - mmaction - INFO - Epoch [15][80/3520] lr: 7.500e-03, eta: 1 day, 11:01:10, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7760, loss_cls: 1.9938, loss: 1.9938, grad_norm: 6.7306 2020-10-11 12:22:16,156 - mmaction - INFO - Epoch [15][100/3520] lr: 7.500e-03, eta: 1 day, 11:00:52, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.4938, top5_acc: 0.8000, loss_cls: 1.9256, loss: 1.9256, grad_norm: 6.8762 2020-10-11 12:22:37,079 - mmaction - INFO - Epoch [15][120/3520] lr: 7.500e-03, eta: 1 day, 11:00:35, time: 1.047, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7625, loss_cls: 2.0580, loss: 2.0580, grad_norm: 6.9574 2020-10-11 12:22:58,061 - mmaction - INFO - Epoch [15][140/3520] lr: 7.500e-03, eta: 1 day, 11:00:18, time: 1.048, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7656, loss_cls: 2.0267, loss: 2.0267, grad_norm: 6.8520 2020-10-11 12:23:18,912 - mmaction - INFO - Epoch [15][160/3520] lr: 7.500e-03, eta: 1 day, 11:00:00, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7417, loss_cls: 2.0679, loss: 2.0679, grad_norm: 6.7575 2020-10-11 12:23:38,642 - mmaction - INFO - Epoch [15][180/3520] lr: 7.500e-03, eta: 1 day, 10:59:40, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7583, loss_cls: 2.0814, loss: 2.0814, grad_norm: 6.6758 2020-10-11 12:23:58,722 - mmaction - INFO - Epoch [15][200/3520] lr: 7.500e-03, eta: 1 day, 10:59:20, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 1.9953, loss: 1.9953, grad_norm: 6.8806 2020-10-11 12:24:19,248 - mmaction - INFO - Epoch [15][220/3520] lr: 7.500e-03, eta: 1 day, 10:59:02, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7521, loss_cls: 2.1327, loss: 2.1327, grad_norm: 6.9959 2020-10-11 12:24:39,233 - mmaction - INFO - Epoch [15][240/3520] lr: 7.500e-03, eta: 1 day, 10:58:42, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7760, loss_cls: 2.0683, loss: 2.0683, grad_norm: 6.8953 2020-10-11 12:25:00,051 - mmaction - INFO - Epoch [15][260/3520] lr: 7.500e-03, eta: 1 day, 10:58:25, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7906, loss_cls: 1.9485, loss: 1.9485, grad_norm: 6.8026 2020-10-11 12:25:20,066 - mmaction - INFO - Epoch [15][280/3520] lr: 7.500e-03, eta: 1 day, 10:58:05, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7615, loss_cls: 2.0377, loss: 2.0377, grad_norm: 7.0268 2020-10-11 12:25:43,281 - mmaction - INFO - Epoch [15][300/3520] lr: 7.500e-03, eta: 1 day, 10:57:53, time: 1.161, data_time: 0.003, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7802, loss_cls: 2.0875, loss: 2.0875, grad_norm: 6.9585 2020-10-11 12:26:02,198 - mmaction - INFO - Epoch [15][320/3520] lr: 7.500e-03, eta: 1 day, 10:57:31, time: 0.945, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7583, loss_cls: 2.1065, loss: 2.1065, grad_norm: 7.0482 2020-10-11 12:26:23,128 - mmaction - INFO - Epoch [15][340/3520] lr: 7.500e-03, eta: 1 day, 10:57:14, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7688, loss_cls: 1.9484, loss: 1.9484, grad_norm: 6.3772 2020-10-11 12:26:42,989 - mmaction - INFO - Epoch [15][360/3520] lr: 7.500e-03, eta: 1 day, 10:56:54, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7604, loss_cls: 2.0073, loss: 2.0073, grad_norm: 6.6930 2020-10-11 12:27:03,491 - mmaction - INFO - Epoch [15][380/3520] lr: 7.500e-03, eta: 1 day, 10:56:35, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7625, loss_cls: 2.0410, loss: 2.0410, grad_norm: 6.6362 2020-10-11 12:27:23,658 - mmaction - INFO - Epoch [15][400/3520] lr: 7.500e-03, eta: 1 day, 10:56:16, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7448, loss_cls: 2.0707, loss: 2.0707, grad_norm: 6.4769 2020-10-11 12:27:43,762 - mmaction - INFO - Epoch [15][420/3520] lr: 7.500e-03, eta: 1 day, 10:55:56, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7635, loss_cls: 2.0376, loss: 2.0376, grad_norm: 6.9511 2020-10-11 12:28:05,838 - mmaction - INFO - Epoch [15][440/3520] lr: 7.500e-03, eta: 1 day, 10:55:42, time: 1.104, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7583, loss_cls: 2.0546, loss: 2.0546, grad_norm: 6.8263 2020-10-11 12:28:25,001 - mmaction - INFO - Epoch [15][460/3520] lr: 7.500e-03, eta: 1 day, 10:55:20, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7740, loss_cls: 2.0097, loss: 2.0097, grad_norm: 6.8562 2020-10-11 12:28:45,488 - mmaction - INFO - Epoch [15][480/3520] lr: 7.500e-03, eta: 1 day, 10:55:02, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7708, loss_cls: 2.0502, loss: 2.0502, grad_norm: 6.9842 2020-10-11 12:29:05,612 - mmaction - INFO - Epoch [15][500/3520] lr: 7.500e-03, eta: 1 day, 10:54:42, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7885, loss_cls: 1.9456, loss: 1.9456, grad_norm: 6.6953 2020-10-11 12:29:26,189 - mmaction - INFO - Epoch [15][520/3520] lr: 7.500e-03, eta: 1 day, 10:54:24, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7635, loss_cls: 2.0060, loss: 2.0060, grad_norm: 6.8571 2020-10-11 12:29:46,693 - mmaction - INFO - Epoch [15][540/3520] lr: 7.500e-03, eta: 1 day, 10:54:06, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7510, loss_cls: 2.0728, loss: 2.0728, grad_norm: 7.0019 2020-10-11 12:30:06,698 - mmaction - INFO - Epoch [15][560/3520] lr: 7.500e-03, eta: 1 day, 10:53:46, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7490, loss_cls: 2.1096, loss: 2.1096, grad_norm: 7.1688 2020-10-11 12:30:27,578 - mmaction - INFO - Epoch [15][580/3520] lr: 7.500e-03, eta: 1 day, 10:53:28, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7208, loss_cls: 2.1979, loss: 2.1979, grad_norm: 6.9719 2020-10-11 12:30:47,983 - mmaction - INFO - Epoch [15][600/3520] lr: 7.500e-03, eta: 1 day, 10:53:10, time: 1.023, data_time: 0.008, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7792, loss_cls: 2.0161, loss: 2.0161, grad_norm: 6.8465 2020-10-11 12:31:07,875 - mmaction - INFO - Epoch [15][620/3520] lr: 7.500e-03, eta: 1 day, 10:52:50, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7792, loss_cls: 2.0865, loss: 2.0865, grad_norm: 7.2065 2020-10-11 12:31:27,576 - mmaction - INFO - Epoch [15][640/3520] lr: 7.500e-03, eta: 1 day, 10:52:29, time: 0.986, data_time: 0.008, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7531, loss_cls: 2.1123, loss: 2.1123, grad_norm: 6.8543 2020-10-11 12:31:48,097 - mmaction - INFO - Epoch [15][660/3520] lr: 7.500e-03, eta: 1 day, 10:52:11, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7604, loss_cls: 2.0535, loss: 2.0535, grad_norm: 6.8179 2020-10-11 12:32:08,096 - mmaction - INFO - Epoch [15][680/3520] lr: 7.500e-03, eta: 1 day, 10:51:51, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7896, loss_cls: 1.9631, loss: 1.9631, grad_norm: 6.6412 2020-10-11 12:32:29,084 - mmaction - INFO - Epoch [15][700/3520] lr: 7.500e-03, eta: 1 day, 10:51:34, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7490, loss_cls: 2.1666, loss: 2.1666, grad_norm: 7.0120 2020-10-11 12:32:49,133 - mmaction - INFO - Epoch [15][720/3520] lr: 7.500e-03, eta: 1 day, 10:51:15, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7740, loss_cls: 1.9436, loss: 1.9436, grad_norm: 6.4518 2020-10-11 12:33:10,751 - mmaction - INFO - Epoch [15][740/3520] lr: 7.500e-03, eta: 1 day, 10:50:59, time: 1.079, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7573, loss_cls: 2.0531, loss: 2.0531, grad_norm: 6.7815 2020-10-11 12:33:32,419 - mmaction - INFO - Epoch [15][760/3520] lr: 7.500e-03, eta: 1 day, 10:50:43, time: 1.085, data_time: 0.007, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7760, loss_cls: 2.0112, loss: 2.0112, grad_norm: 6.7164 2020-10-11 12:33:51,902 - mmaction - INFO - Epoch [15][780/3520] lr: 7.500e-03, eta: 1 day, 10:50:22, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7688, loss_cls: 2.0981, loss: 2.0981, grad_norm: 6.8787 2020-10-11 12:34:13,865 - mmaction - INFO - Epoch [15][800/3520] lr: 7.500e-03, eta: 1 day, 10:50:08, time: 1.097, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7573, loss_cls: 2.0451, loss: 2.0451, grad_norm: 6.7819 2020-10-11 12:34:33,864 - mmaction - INFO - Epoch [15][820/3520] lr: 7.500e-03, eta: 1 day, 10:49:48, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7792, loss_cls: 2.0257, loss: 2.0257, grad_norm: 6.9246 2020-10-11 12:34:54,267 - mmaction - INFO - Epoch [15][840/3520] lr: 7.500e-03, eta: 1 day, 10:49:29, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7740, loss_cls: 2.0358, loss: 2.0358, grad_norm: 6.9100 2020-10-11 12:35:14,904 - mmaction - INFO - Epoch [15][860/3520] lr: 7.500e-03, eta: 1 day, 10:49:11, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7771, loss_cls: 2.0316, loss: 2.0316, grad_norm: 7.0633 2020-10-11 12:35:35,048 - mmaction - INFO - Epoch [15][880/3520] lr: 7.500e-03, eta: 1 day, 10:48:52, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7771, loss_cls: 2.0054, loss: 2.0054, grad_norm: 6.7310 2020-10-11 12:35:54,881 - mmaction - INFO - Epoch [15][900/3520] lr: 7.500e-03, eta: 1 day, 10:48:32, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7750, loss_cls: 2.0938, loss: 2.0938, grad_norm: 7.0116 2020-10-11 12:36:15,603 - mmaction - INFO - Epoch [15][920/3520] lr: 7.500e-03, eta: 1 day, 10:48:14, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7917, loss_cls: 1.9195, loss: 1.9195, grad_norm: 6.5297 2020-10-11 12:36:35,019 - mmaction - INFO - Epoch [15][940/3520] lr: 7.500e-03, eta: 1 day, 10:47:53, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7865, loss_cls: 2.0070, loss: 2.0070, grad_norm: 6.9353 2020-10-11 12:36:55,373 - mmaction - INFO - Epoch [15][960/3520] lr: 7.500e-03, eta: 1 day, 10:47:34, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7562, loss_cls: 2.0375, loss: 2.0375, grad_norm: 6.7625 2020-10-11 12:37:15,624 - mmaction - INFO - Epoch [15][980/3520] lr: 7.500e-03, eta: 1 day, 10:47:15, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7292, loss_cls: 2.2010, loss: 2.2010, grad_norm: 6.9709 2020-10-11 12:37:36,277 - mmaction - INFO - Epoch [15][1000/3520] lr: 7.500e-03, eta: 1 day, 10:46:56, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7583, loss_cls: 2.1506, loss: 2.1506, grad_norm: 7.2381 2020-10-11 12:37:57,149 - mmaction - INFO - Epoch [15][1020/3520] lr: 7.500e-03, eta: 1 day, 10:46:39, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7635, loss_cls: 2.0249, loss: 2.0249, grad_norm: 6.4987 2020-10-11 12:38:18,500 - mmaction - INFO - Epoch [15][1040/3520] lr: 7.500e-03, eta: 1 day, 10:46:23, time: 1.068, data_time: 0.007, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7833, loss_cls: 1.9656, loss: 1.9656, grad_norm: 6.6914 2020-10-11 12:38:37,438 - mmaction - INFO - Epoch [15][1060/3520] lr: 7.500e-03, eta: 1 day, 10:46:00, time: 0.948, data_time: 0.003, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7823, loss_cls: 1.9223, loss: 1.9223, grad_norm: 6.8415 2020-10-11 12:38:58,013 - mmaction - INFO - Epoch [15][1080/3520] lr: 7.500e-03, eta: 1 day, 10:45:42, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7750, loss_cls: 1.9949, loss: 1.9949, grad_norm: 6.9794 2020-10-11 12:39:18,133 - mmaction - INFO - Epoch [15][1100/3520] lr: 7.500e-03, eta: 1 day, 10:45:22, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7437, loss_cls: 2.2083, loss: 2.2083, grad_norm: 7.1854 2020-10-11 12:39:39,854 - mmaction - INFO - Epoch [15][1120/3520] lr: 7.500e-03, eta: 1 day, 10:45:07, time: 1.087, data_time: 0.004, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7354, loss_cls: 2.1855, loss: 2.1855, grad_norm: 6.9974 2020-10-11 12:39:59,079 - mmaction - INFO - Epoch [15][1140/3520] lr: 7.500e-03, eta: 1 day, 10:44:45, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7687, loss_cls: 2.0315, loss: 2.0315, grad_norm: 6.7512 2020-10-11 12:40:18,728 - mmaction - INFO - Epoch [15][1160/3520] lr: 7.500e-03, eta: 1 day, 10:44:25, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7594, loss_cls: 1.9828, loss: 1.9828, grad_norm: 6.5069 2020-10-11 12:40:38,916 - mmaction - INFO - Epoch [15][1180/3520] lr: 7.500e-03, eta: 1 day, 10:44:06, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7531, loss_cls: 2.0563, loss: 2.0563, grad_norm: 6.8107 2020-10-11 12:40:59,826 - mmaction - INFO - Epoch [15][1200/3520] lr: 7.500e-03, eta: 1 day, 10:43:48, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7479, loss_cls: 2.0932, loss: 2.0932, grad_norm: 6.8498 2020-10-11 12:41:20,310 - mmaction - INFO - Epoch [15][1220/3520] lr: 7.500e-03, eta: 1 day, 10:43:30, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7448, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.7034 2020-10-11 12:41:40,589 - mmaction - INFO - Epoch [15][1240/3520] lr: 7.500e-03, eta: 1 day, 10:43:10, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7604, loss_cls: 2.0644, loss: 2.0644, grad_norm: 6.9103 2020-10-11 12:42:01,580 - mmaction - INFO - Epoch [15][1260/3520] lr: 7.500e-03, eta: 1 day, 10:42:53, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7781, loss_cls: 2.0286, loss: 2.0286, grad_norm: 6.8423 2020-10-11 12:42:21,828 - mmaction - INFO - Epoch [15][1280/3520] lr: 7.500e-03, eta: 1 day, 10:42:34, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7458, loss_cls: 2.1547, loss: 2.1547, grad_norm: 7.0550 2020-10-11 12:42:42,918 - mmaction - INFO - Epoch [15][1300/3520] lr: 7.500e-03, eta: 1 day, 10:42:17, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7438, loss_cls: 2.1393, loss: 2.1393, grad_norm: 6.7271 2020-10-11 12:43:02,923 - mmaction - INFO - Epoch [15][1320/3520] lr: 7.500e-03, eta: 1 day, 10:41:57, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7531, loss_cls: 2.0911, loss: 2.0911, grad_norm: 6.5866 2020-10-11 12:43:23,337 - mmaction - INFO - Epoch [15][1340/3520] lr: 7.500e-03, eta: 1 day, 10:41:39, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7656, loss_cls: 2.0794, loss: 2.0794, grad_norm: 6.7293 2020-10-11 12:43:43,828 - mmaction - INFO - Epoch [15][1360/3520] lr: 7.500e-03, eta: 1 day, 10:41:20, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7802, loss_cls: 1.9682, loss: 1.9682, grad_norm: 6.6309 2020-10-11 12:44:04,332 - mmaction - INFO - Epoch [15][1380/3520] lr: 7.500e-03, eta: 1 day, 10:41:02, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7313, loss_cls: 2.2103, loss: 2.2103, grad_norm: 7.2095 2020-10-11 12:44:24,393 - mmaction - INFO - Epoch [15][1400/3520] lr: 7.500e-03, eta: 1 day, 10:40:42, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7417, loss_cls: 2.1591, loss: 2.1591, grad_norm: 6.9642 2020-10-11 12:44:45,025 - mmaction - INFO - Epoch [15][1420/3520] lr: 7.500e-03, eta: 1 day, 10:40:24, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7802, loss_cls: 1.9365, loss: 1.9365, grad_norm: 6.7390 2020-10-11 12:45:06,304 - mmaction - INFO - Epoch [15][1440/3520] lr: 7.500e-03, eta: 1 day, 10:40:07, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7646, loss_cls: 2.0735, loss: 2.0735, grad_norm: 6.8103 2020-10-11 12:45:26,372 - mmaction - INFO - Epoch [15][1460/3520] lr: 7.500e-03, eta: 1 day, 10:39:48, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7573, loss_cls: 2.0680, loss: 2.0680, grad_norm: 6.7095 2020-10-11 12:45:46,377 - mmaction - INFO - Epoch [15][1480/3520] lr: 7.500e-03, eta: 1 day, 10:39:28, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7594, loss_cls: 2.0694, loss: 2.0694, grad_norm: 6.9375 2020-10-11 12:46:06,775 - mmaction - INFO - Epoch [15][1500/3520] lr: 7.500e-03, eta: 1 day, 10:39:09, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7396, loss_cls: 2.1358, loss: 2.1358, grad_norm: 6.6329 2020-10-11 12:46:28,930 - mmaction - INFO - Epoch [15][1520/3520] lr: 7.500e-03, eta: 1 day, 10:38:55, time: 1.107, data_time: 0.004, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 2.0562, loss: 2.0562, grad_norm: 6.6554 2020-10-11 12:46:48,930 - mmaction - INFO - Epoch [15][1540/3520] lr: 7.500e-03, eta: 1 day, 10:38:35, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7615, loss_cls: 1.9907, loss: 1.9907, grad_norm: 6.8144 2020-10-11 12:47:09,825 - mmaction - INFO - Epoch [15][1560/3520] lr: 7.500e-03, eta: 1 day, 10:38:17, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.0812, loss: 2.0812, grad_norm: 6.9027 2020-10-11 12:47:29,566 - mmaction - INFO - Epoch [15][1580/3520] lr: 7.500e-03, eta: 1 day, 10:37:57, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7354, loss_cls: 2.2461, loss: 2.2461, grad_norm: 7.2913 2020-10-11 12:47:49,574 - mmaction - INFO - Epoch [15][1600/3520] lr: 7.500e-03, eta: 1 day, 10:37:37, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0865, loss: 2.0865, grad_norm: 6.8439 2020-10-11 12:48:09,693 - mmaction - INFO - Epoch [15][1620/3520] lr: 7.500e-03, eta: 1 day, 10:37:18, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.5146, top5_acc: 0.8063, loss_cls: 1.9215, loss: 1.9215, grad_norm: 6.8596 2020-10-11 12:48:30,334 - mmaction - INFO - Epoch [15][1640/3520] lr: 7.500e-03, eta: 1 day, 10:37:00, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7708, loss_cls: 2.0491, loss: 2.0491, grad_norm: 6.8255 2020-10-11 12:48:50,932 - mmaction - INFO - Epoch [15][1660/3520] lr: 7.500e-03, eta: 1 day, 10:36:42, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7885, loss_cls: 1.9555, loss: 1.9555, grad_norm: 6.6730 2020-10-11 12:49:11,175 - mmaction - INFO - Epoch [15][1680/3520] lr: 7.500e-03, eta: 1 day, 10:36:22, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7604, loss_cls: 2.0583, loss: 2.0583, grad_norm: 6.5455 2020-10-11 12:49:32,025 - mmaction - INFO - Epoch [15][1700/3520] lr: 7.500e-03, eta: 1 day, 10:36:05, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7792, loss_cls: 1.9754, loss: 1.9754, grad_norm: 6.7181 2020-10-11 12:49:53,249 - mmaction - INFO - Epoch [15][1720/3520] lr: 7.500e-03, eta: 1 day, 10:35:48, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7333, loss_cls: 2.1552, loss: 2.1552, grad_norm: 6.8128 2020-10-11 12:50:13,770 - mmaction - INFO - Epoch [15][1740/3520] lr: 7.500e-03, eta: 1 day, 10:35:29, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7542, loss_cls: 2.0947, loss: 2.0947, grad_norm: 6.7476 2020-10-11 12:50:34,833 - mmaction - INFO - Epoch [15][1760/3520] lr: 7.500e-03, eta: 1 day, 10:35:12, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7615, loss_cls: 2.0921, loss: 2.0921, grad_norm: 6.7929 2020-10-11 12:50:55,378 - mmaction - INFO - Epoch [15][1780/3520] lr: 7.500e-03, eta: 1 day, 10:34:54, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7333, loss_cls: 2.0935, loss: 2.0935, grad_norm: 6.5669 2020-10-11 12:51:15,825 - mmaction - INFO - Epoch [15][1800/3520] lr: 7.500e-03, eta: 1 day, 10:34:35, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7781, loss_cls: 1.9923, loss: 1.9923, grad_norm: 6.5383 2020-10-11 12:51:36,361 - mmaction - INFO - Epoch [15][1820/3520] lr: 7.500e-03, eta: 1 day, 10:34:17, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7437, loss_cls: 2.1779, loss: 2.1779, grad_norm: 7.1188 2020-10-11 12:51:56,467 - mmaction - INFO - Epoch [15][1840/3520] lr: 7.500e-03, eta: 1 day, 10:33:57, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7667, loss_cls: 2.0080, loss: 2.0080, grad_norm: 6.5141 2020-10-11 12:52:16,176 - mmaction - INFO - Epoch [15][1860/3520] lr: 7.500e-03, eta: 1 day, 10:33:37, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7906, loss_cls: 1.9435, loss: 1.9435, grad_norm: 6.6472 2020-10-11 12:52:36,113 - mmaction - INFO - Epoch [15][1880/3520] lr: 7.500e-03, eta: 1 day, 10:33:17, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7781, loss_cls: 2.0166, loss: 2.0166, grad_norm: 6.9731 2020-10-11 12:52:56,343 - mmaction - INFO - Epoch [15][1900/3520] lr: 7.500e-03, eta: 1 day, 10:32:58, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7531, loss_cls: 2.0647, loss: 2.0647, grad_norm: 7.0295 2020-10-11 12:53:16,898 - mmaction - INFO - Epoch [15][1920/3520] lr: 7.500e-03, eta: 1 day, 10:32:39, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7479, loss_cls: 2.1880, loss: 2.1880, grad_norm: 6.8198 2020-10-11 12:53:37,895 - mmaction - INFO - Epoch [15][1940/3520] lr: 7.500e-03, eta: 1 day, 10:32:22, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7698, loss_cls: 1.9701, loss: 1.9701, grad_norm: 6.4931 2020-10-11 12:53:57,948 - mmaction - INFO - Epoch [15][1960/3520] lr: 7.500e-03, eta: 1 day, 10:32:02, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7750, loss_cls: 2.0337, loss: 2.0337, grad_norm: 6.7130 2020-10-11 12:54:18,816 - mmaction - INFO - Epoch [15][1980/3520] lr: 7.500e-03, eta: 1 day, 10:31:45, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7542, loss_cls: 2.1439, loss: 2.1439, grad_norm: 7.0795 2020-10-11 12:54:38,435 - mmaction - INFO - Epoch [15][2000/3520] lr: 7.500e-03, eta: 1 day, 10:31:24, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7563, loss_cls: 2.1296, loss: 2.1296, grad_norm: 6.8782 2020-10-11 12:55:00,255 - mmaction - INFO - Epoch [15][2020/3520] lr: 7.500e-03, eta: 1 day, 10:31:09, time: 1.091, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7385, loss_cls: 2.1347, loss: 2.1347, grad_norm: 6.9306 2020-10-11 12:55:21,216 - mmaction - INFO - Epoch [15][2040/3520] lr: 7.500e-03, eta: 1 day, 10:30:51, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7563, loss_cls: 2.0636, loss: 2.0636, grad_norm: 6.7121 2020-10-11 12:55:41,393 - mmaction - INFO - Epoch [15][2060/3520] lr: 7.500e-03, eta: 1 day, 10:30:32, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7479, loss_cls: 2.0991, loss: 2.0991, grad_norm: 6.6529 2020-10-11 12:56:02,127 - mmaction - INFO - Epoch [15][2080/3520] lr: 7.500e-03, eta: 1 day, 10:30:14, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7833, loss_cls: 2.0027, loss: 2.0027, grad_norm: 6.8141 2020-10-11 12:56:22,229 - mmaction - INFO - Epoch [15][2100/3520] lr: 7.500e-03, eta: 1 day, 10:29:54, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7677, loss_cls: 2.0009, loss: 2.0009, grad_norm: 6.7404 2020-10-11 12:56:42,804 - mmaction - INFO - Epoch [15][2120/3520] lr: 7.500e-03, eta: 1 day, 10:29:36, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7688, loss_cls: 2.0917, loss: 2.0917, grad_norm: 6.9483 2020-10-11 12:57:02,724 - mmaction - INFO - Epoch [15][2140/3520] lr: 7.500e-03, eta: 1 day, 10:29:16, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7594, loss_cls: 2.0684, loss: 2.0684, grad_norm: 6.7923 2020-10-11 12:57:24,021 - mmaction - INFO - Epoch [15][2160/3520] lr: 7.500e-03, eta: 1 day, 10:28:59, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7542, loss_cls: 2.0863, loss: 2.0863, grad_norm: 6.7166 2020-10-11 12:57:44,198 - mmaction - INFO - Epoch [15][2180/3520] lr: 7.500e-03, eta: 1 day, 10:28:40, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7490, loss_cls: 2.1290, loss: 2.1290, grad_norm: 6.7478 2020-10-11 12:58:05,443 - mmaction - INFO - Epoch [15][2200/3520] lr: 7.500e-03, eta: 1 day, 10:28:23, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7760, loss_cls: 1.9983, loss: 1.9983, grad_norm: 6.6662 2020-10-11 12:58:27,320 - mmaction - INFO - Epoch [15][2220/3520] lr: 7.500e-03, eta: 1 day, 10:28:08, time: 1.095, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7531, loss_cls: 2.1096, loss: 2.1096, grad_norm: 6.9193 2020-10-11 12:58:47,402 - mmaction - INFO - Epoch [15][2240/3520] lr: 7.500e-03, eta: 1 day, 10:27:49, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7667, loss_cls: 1.9884, loss: 1.9884, grad_norm: 6.7758 2020-10-11 12:59:07,923 - mmaction - INFO - Epoch [15][2260/3520] lr: 7.500e-03, eta: 1 day, 10:27:30, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7500, loss_cls: 2.0960, loss: 2.0960, grad_norm: 7.0748 2020-10-11 12:59:28,512 - mmaction - INFO - Epoch [15][2280/3520] lr: 7.500e-03, eta: 1 day, 10:27:12, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7552, loss_cls: 2.0346, loss: 2.0346, grad_norm: 6.7325 2020-10-11 12:59:49,230 - mmaction - INFO - Epoch [15][2300/3520] lr: 7.500e-03, eta: 1 day, 10:26:54, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7510, loss_cls: 2.0629, loss: 2.0629, grad_norm: 6.4596 2020-10-11 13:00:11,427 - mmaction - INFO - Epoch [15][2320/3520] lr: 7.500e-03, eta: 1 day, 10:26:39, time: 1.105, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7573, loss_cls: 2.0211, loss: 2.0211, grad_norm: 6.7363 2020-10-11 13:00:31,319 - mmaction - INFO - Epoch [15][2340/3520] lr: 7.500e-03, eta: 1 day, 10:26:19, time: 0.997, data_time: 0.010, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7333, loss_cls: 2.1738, loss: 2.1738, grad_norm: 6.8877 2020-10-11 13:00:51,091 - mmaction - INFO - Epoch [15][2360/3520] lr: 7.500e-03, eta: 1 day, 10:25:59, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7646, loss_cls: 2.0461, loss: 2.0461, grad_norm: 6.5764 2020-10-11 13:01:11,506 - mmaction - INFO - Epoch [15][2380/3520] lr: 7.500e-03, eta: 1 day, 10:25:40, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7698, loss_cls: 2.0377, loss: 2.0377, grad_norm: 6.7103 2020-10-11 13:01:31,577 - mmaction - INFO - Epoch [15][2400/3520] lr: 7.500e-03, eta: 1 day, 10:25:20, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7438, loss_cls: 2.0865, loss: 2.0865, grad_norm: 6.9287 2020-10-11 13:01:51,508 - mmaction - INFO - Epoch [15][2420/3520] lr: 7.500e-03, eta: 1 day, 10:25:00, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7552, loss_cls: 2.1087, loss: 2.1087, grad_norm: 6.8171 2020-10-11 13:02:12,276 - mmaction - INFO - Epoch [15][2440/3520] lr: 7.500e-03, eta: 1 day, 10:24:43, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7406, loss_cls: 2.1758, loss: 2.1758, grad_norm: 6.7537 2020-10-11 13:02:33,820 - mmaction - INFO - Epoch [15][2460/3520] lr: 7.500e-03, eta: 1 day, 10:24:26, time: 1.074, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7635, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.5934 2020-10-11 13:02:54,103 - mmaction - INFO - Epoch [15][2480/3520] lr: 7.500e-03, eta: 1 day, 10:24:07, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7479, loss_cls: 2.0591, loss: 2.0591, grad_norm: 6.7530 2020-10-11 13:03:15,504 - mmaction - INFO - Epoch [15][2500/3520] lr: 7.500e-03, eta: 1 day, 10:23:51, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7896, loss_cls: 1.9310, loss: 1.9310, grad_norm: 6.4932 2020-10-11 13:03:35,402 - mmaction - INFO - Epoch [15][2520/3520] lr: 7.500e-03, eta: 1 day, 10:23:31, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7542, loss_cls: 2.0573, loss: 2.0573, grad_norm: 6.9638 2020-10-11 13:03:55,248 - mmaction - INFO - Epoch [15][2540/3520] lr: 7.500e-03, eta: 1 day, 10:23:11, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7604, loss_cls: 2.0473, loss: 2.0473, grad_norm: 6.7989 2020-10-11 13:04:17,045 - mmaction - INFO - Epoch [15][2560/3520] lr: 7.500e-03, eta: 1 day, 10:22:55, time: 1.091, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7542, loss_cls: 2.1005, loss: 2.1005, grad_norm: 7.0579 2020-10-11 13:04:37,150 - mmaction - INFO - Epoch [15][2580/3520] lr: 7.500e-03, eta: 1 day, 10:22:36, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7615, loss_cls: 2.0754, loss: 2.0754, grad_norm: 6.7696 2020-10-11 13:04:57,815 - mmaction - INFO - Epoch [15][2600/3520] lr: 7.500e-03, eta: 1 day, 10:22:17, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7500, loss_cls: 2.0801, loss: 2.0801, grad_norm: 6.7252 2020-10-11 13:05:17,690 - mmaction - INFO - Epoch [15][2620/3520] lr: 7.500e-03, eta: 1 day, 10:21:57, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7427, loss_cls: 2.1455, loss: 2.1455, grad_norm: 6.8823 2020-10-11 13:05:38,693 - mmaction - INFO - Epoch [15][2640/3520] lr: 7.500e-03, eta: 1 day, 10:21:40, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7344, loss_cls: 2.1531, loss: 2.1531, grad_norm: 6.9572 2020-10-11 13:06:00,056 - mmaction - INFO - Epoch [15][2660/3520] lr: 7.500e-03, eta: 1 day, 10:21:23, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7719, loss_cls: 1.9653, loss: 1.9653, grad_norm: 6.9483 2020-10-11 13:06:20,619 - mmaction - INFO - Epoch [15][2680/3520] lr: 7.500e-03, eta: 1 day, 10:21:05, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7510, loss_cls: 2.0231, loss: 2.0231, grad_norm: 6.8423 2020-10-11 13:06:41,137 - mmaction - INFO - Epoch [15][2700/3520] lr: 7.500e-03, eta: 1 day, 10:20:47, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7573, loss_cls: 2.0924, loss: 2.0924, grad_norm: 6.8848 2020-10-11 13:07:02,349 - mmaction - INFO - Epoch [15][2720/3520] lr: 7.500e-03, eta: 1 day, 10:20:30, time: 1.060, data_time: 0.004, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7490, loss_cls: 2.1334, loss: 2.1334, grad_norm: 6.6554 2020-10-11 13:07:22,542 - mmaction - INFO - Epoch [15][2740/3520] lr: 7.500e-03, eta: 1 day, 10:20:10, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7615, loss_cls: 2.0460, loss: 2.0460, grad_norm: 6.9957 2020-10-11 13:07:42,130 - mmaction - INFO - Epoch [15][2760/3520] lr: 7.500e-03, eta: 1 day, 10:19:49, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7469, loss_cls: 2.1132, loss: 2.1132, grad_norm: 7.1647 2020-10-11 13:08:03,434 - mmaction - INFO - Epoch [15][2780/3520] lr: 7.500e-03, eta: 1 day, 10:19:33, time: 1.062, data_time: 0.004, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7490, loss_cls: 2.1298, loss: 2.1298, grad_norm: 7.1841 2020-10-11 13:08:24,226 - mmaction - INFO - Epoch [15][2800/3520] lr: 7.500e-03, eta: 1 day, 10:19:15, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7813, loss_cls: 1.9725, loss: 1.9725, grad_norm: 6.5898 2020-10-11 13:08:45,318 - mmaction - INFO - Epoch [15][2820/3520] lr: 7.500e-03, eta: 1 day, 10:18:58, time: 1.055, data_time: 0.003, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7615, loss_cls: 2.0468, loss: 2.0468, grad_norm: 6.9409 2020-10-11 13:09:05,702 - mmaction - INFO - Epoch [15][2840/3520] lr: 7.500e-03, eta: 1 day, 10:18:39, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7594, loss_cls: 2.1254, loss: 2.1254, grad_norm: 7.0175 2020-10-11 13:09:26,331 - mmaction - INFO - Epoch [15][2860/3520] lr: 7.500e-03, eta: 1 day, 10:18:20, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7510, loss_cls: 2.0802, loss: 2.0802, grad_norm: 6.5202 2020-10-11 13:09:46,701 - mmaction - INFO - Epoch [15][2880/3520] lr: 7.500e-03, eta: 1 day, 10:18:02, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7448, loss_cls: 2.1400, loss: 2.1400, grad_norm: 6.8426 2020-10-11 13:10:06,561 - mmaction - INFO - Epoch [15][2900/3520] lr: 7.500e-03, eta: 1 day, 10:17:41, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7990, loss_cls: 1.9108, loss: 1.9108, grad_norm: 6.4453 2020-10-11 13:10:26,185 - mmaction - INFO - Epoch [15][2920/3520] lr: 7.500e-03, eta: 1 day, 10:17:21, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7552, loss_cls: 2.0767, loss: 2.0767, grad_norm: 7.1148 2020-10-11 13:10:46,674 - mmaction - INFO - Epoch [15][2940/3520] lr: 7.500e-03, eta: 1 day, 10:17:02, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7521, loss_cls: 2.1107, loss: 2.1107, grad_norm: 7.0012 2020-10-11 13:11:07,544 - mmaction - INFO - Epoch [15][2960/3520] lr: 7.500e-03, eta: 1 day, 10:16:44, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9833, loss: 1.9833, grad_norm: 6.8041 2020-10-11 13:11:27,523 - mmaction - INFO - Epoch [15][2980/3520] lr: 7.500e-03, eta: 1 day, 10:16:24, time: 1.002, data_time: 0.008, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7677, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.9397 2020-10-11 13:11:48,148 - mmaction - INFO - Epoch [15][3000/3520] lr: 7.500e-03, eta: 1 day, 10:16:06, time: 1.030, data_time: 0.003, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7177, loss_cls: 2.2586, loss: 2.2586, grad_norm: 6.9219 2020-10-11 13:12:08,462 - mmaction - INFO - Epoch [15][3020/3520] lr: 7.500e-03, eta: 1 day, 10:15:47, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7552, loss_cls: 2.0429, loss: 2.0429, grad_norm: 6.6178 2020-10-11 13:12:28,237 - mmaction - INFO - Epoch [15][3040/3520] lr: 7.500e-03, eta: 1 day, 10:15:27, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7990, loss_cls: 1.9252, loss: 1.9252, grad_norm: 6.6666 2020-10-11 13:12:48,712 - mmaction - INFO - Epoch [15][3060/3520] lr: 7.500e-03, eta: 1 day, 10:15:08, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7802, loss_cls: 2.0638, loss: 2.0638, grad_norm: 6.8117 2020-10-11 13:13:09,223 - mmaction - INFO - Epoch [15][3080/3520] lr: 7.500e-03, eta: 1 day, 10:14:49, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7552, loss_cls: 2.1350, loss: 2.1350, grad_norm: 6.7188 2020-10-11 13:13:29,123 - mmaction - INFO - Epoch [15][3100/3520] lr: 7.500e-03, eta: 1 day, 10:14:29, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7844, loss_cls: 1.9629, loss: 1.9629, grad_norm: 6.9390 2020-10-11 13:13:49,477 - mmaction - INFO - Epoch [15][3120/3520] lr: 7.500e-03, eta: 1 day, 10:14:10, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7583, loss_cls: 2.1039, loss: 2.1039, grad_norm: 6.7790 2020-10-11 13:14:09,572 - mmaction - INFO - Epoch [15][3140/3520] lr: 7.500e-03, eta: 1 day, 10:13:51, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7750, loss_cls: 2.0143, loss: 2.0143, grad_norm: 6.8296 2020-10-11 13:14:30,246 - mmaction - INFO - Epoch [15][3160/3520] lr: 7.500e-03, eta: 1 day, 10:13:33, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7333, loss_cls: 2.1355, loss: 2.1355, grad_norm: 6.8641 2020-10-11 13:14:50,029 - mmaction - INFO - Epoch [15][3180/3520] lr: 7.500e-03, eta: 1 day, 10:13:12, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7531, loss_cls: 2.1214, loss: 2.1214, grad_norm: 6.9249 2020-10-11 13:15:11,308 - mmaction - INFO - Epoch [15][3200/3520] lr: 7.500e-03, eta: 1 day, 10:12:55, time: 1.064, data_time: 0.004, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7854, loss_cls: 1.9486, loss: 1.9486, grad_norm: 6.6099 2020-10-11 13:15:31,334 - mmaction - INFO - Epoch [15][3220/3520] lr: 7.500e-03, eta: 1 day, 10:12:36, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7656, loss_cls: 1.9895, loss: 1.9895, grad_norm: 6.7983 2020-10-11 13:15:51,370 - mmaction - INFO - Epoch [15][3240/3520] lr: 7.500e-03, eta: 1 day, 10:12:16, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7531, loss_cls: 2.0846, loss: 2.0846, grad_norm: 6.9770 2020-10-11 13:16:12,377 - mmaction - INFO - Epoch [15][3260/3520] lr: 7.500e-03, eta: 1 day, 10:11:59, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7542, loss_cls: 2.0822, loss: 2.0822, grad_norm: 6.9203 2020-10-11 13:16:32,463 - mmaction - INFO - Epoch [15][3280/3520] lr: 7.500e-03, eta: 1 day, 10:11:39, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7625, loss_cls: 2.0686, loss: 2.0686, grad_norm: 6.4847 2020-10-11 13:16:52,882 - mmaction - INFO - Epoch [15][3300/3520] lr: 7.500e-03, eta: 1 day, 10:11:20, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7812, loss_cls: 1.9967, loss: 1.9967, grad_norm: 6.5795 2020-10-11 13:17:13,654 - mmaction - INFO - Epoch [15][3320/3520] lr: 7.500e-03, eta: 1 day, 10:11:02, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7625, loss_cls: 2.0026, loss: 2.0026, grad_norm: 6.7541 2020-10-11 13:17:33,173 - mmaction - INFO - Epoch [15][3340/3520] lr: 7.500e-03, eta: 1 day, 10:10:41, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7583, loss_cls: 2.1077, loss: 2.1077, grad_norm: 6.9571 2020-10-11 13:17:53,596 - mmaction - INFO - Epoch [15][3360/3520] lr: 7.500e-03, eta: 1 day, 10:10:22, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7396, loss_cls: 2.0565, loss: 2.0565, grad_norm: 6.5843 2020-10-11 13:18:13,812 - mmaction - INFO - Epoch [15][3380/3520] lr: 7.500e-03, eta: 1 day, 10:10:03, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7708, loss_cls: 2.1117, loss: 2.1117, grad_norm: 6.7759 2020-10-11 13:18:33,989 - mmaction - INFO - Epoch [15][3400/3520] lr: 7.500e-03, eta: 1 day, 10:09:44, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7896, loss_cls: 1.9265, loss: 1.9265, grad_norm: 6.3826 2020-10-11 13:18:55,135 - mmaction - INFO - Epoch [15][3420/3520] lr: 7.500e-03, eta: 1 day, 10:09:26, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7812, loss_cls: 1.9279, loss: 1.9279, grad_norm: 6.7296 2020-10-11 13:19:14,962 - mmaction - INFO - Epoch [15][3440/3520] lr: 7.500e-03, eta: 1 day, 10:09:06, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7552, loss_cls: 2.1156, loss: 2.1156, grad_norm: 6.7412 2020-10-11 13:19:35,490 - mmaction - INFO - Epoch [15][3460/3520] lr: 7.500e-03, eta: 1 day, 10:08:48, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7698, loss_cls: 2.0266, loss: 2.0266, grad_norm: 6.6444 2020-10-11 13:19:55,536 - mmaction - INFO - Epoch [15][3480/3520] lr: 7.500e-03, eta: 1 day, 10:08:28, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7823, loss_cls: 1.9525, loss: 1.9525, grad_norm: 6.8194 2020-10-11 13:20:16,056 - mmaction - INFO - Epoch [15][3500/3520] lr: 7.500e-03, eta: 1 day, 10:08:09, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7500, loss_cls: 2.0781, loss: 2.0781, grad_norm: 6.7230 2020-10-11 13:20:35,268 - mmaction - INFO - Epoch [15][3520/3520] lr: 7.500e-03, eta: 1 day, 10:07:48, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.4707, top5_acc: 0.7402, loss_cls: 2.1407, loss: 2.1407, grad_norm: 7.0092 2020-10-11 13:20:35,706 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-11 13:21:09,787 - mmaction - INFO - Epoch [16][20/3520] lr: 7.500e-03, eta: 1 day, 10:07:59, time: 1.678, data_time: 0.746, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7594, loss_cls: 2.0547, loss: 2.0547, grad_norm: 6.8039 2020-10-11 13:21:29,039 - mmaction - INFO - Epoch [16][40/3520] lr: 7.500e-03, eta: 1 day, 10:07:38, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7615, loss_cls: 2.0068, loss: 2.0068, grad_norm: 6.8047 2020-10-11 13:21:49,616 - mmaction - INFO - Epoch [16][60/3520] lr: 7.500e-03, eta: 1 day, 10:07:19, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7729, loss_cls: 2.0592, loss: 2.0592, grad_norm: 6.8527 2020-10-11 13:22:09,276 - mmaction - INFO - Epoch [16][80/3520] lr: 7.500e-03, eta: 1 day, 10:06:59, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7292, loss_cls: 2.1225, loss: 2.1225, grad_norm: 6.6421 2020-10-11 13:22:29,843 - mmaction - INFO - Epoch [16][100/3520] lr: 7.500e-03, eta: 1 day, 10:06:40, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7740, loss_cls: 2.0052, loss: 2.0052, grad_norm: 6.3801 2020-10-11 13:22:50,971 - mmaction - INFO - Epoch [16][120/3520] lr: 7.500e-03, eta: 1 day, 10:06:23, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7698, loss_cls: 2.0224, loss: 2.0224, grad_norm: 6.7574 2020-10-11 13:23:12,128 - mmaction - INFO - Epoch [16][140/3520] lr: 7.500e-03, eta: 1 day, 10:06:06, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7646, loss_cls: 2.0326, loss: 2.0326, grad_norm: 7.0112 2020-10-11 13:23:32,140 - mmaction - INFO - Epoch [16][160/3520] lr: 7.500e-03, eta: 1 day, 10:05:46, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7646, loss_cls: 2.0204, loss: 2.0204, grad_norm: 7.0940 2020-10-11 13:23:52,895 - mmaction - INFO - Epoch [16][180/3520] lr: 7.500e-03, eta: 1 day, 10:05:28, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.8146, loss_cls: 1.8196, loss: 1.8196, grad_norm: 6.6035 2020-10-11 13:24:13,396 - mmaction - INFO - Epoch [16][200/3520] lr: 7.500e-03, eta: 1 day, 10:05:09, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7646, loss_cls: 2.0688, loss: 2.0688, grad_norm: 6.9663 2020-10-11 13:24:33,881 - mmaction - INFO - Epoch [16][220/3520] lr: 7.500e-03, eta: 1 day, 10:04:51, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7771, loss_cls: 2.0277, loss: 2.0277, grad_norm: 6.7942 2020-10-11 13:24:54,836 - mmaction - INFO - Epoch [16][240/3520] lr: 7.500e-03, eta: 1 day, 10:04:33, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7396, loss_cls: 2.1393, loss: 2.1393, grad_norm: 6.8716 2020-10-11 13:25:15,105 - mmaction - INFO - Epoch [16][260/3520] lr: 7.500e-03, eta: 1 day, 10:04:14, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7750, loss_cls: 2.0163, loss: 2.0163, grad_norm: 6.9834 2020-10-11 13:25:35,925 - mmaction - INFO - Epoch [16][280/3520] lr: 7.500e-03, eta: 1 day, 10:03:56, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7635, loss_cls: 2.0430, loss: 2.0430, grad_norm: 6.8635 2020-10-11 13:25:56,701 - mmaction - INFO - Epoch [16][300/3520] lr: 7.500e-03, eta: 1 day, 10:03:38, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7542, loss_cls: 2.0592, loss: 2.0592, grad_norm: 6.7486 2020-10-11 13:26:16,073 - mmaction - INFO - Epoch [16][320/3520] lr: 7.500e-03, eta: 1 day, 10:03:16, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7937, loss_cls: 1.9221, loss: 1.9221, grad_norm: 6.8088 2020-10-11 13:26:37,437 - mmaction - INFO - Epoch [16][340/3520] lr: 7.500e-03, eta: 1 day, 10:03:00, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7875, loss_cls: 1.9135, loss: 1.9135, grad_norm: 6.5352 2020-10-11 13:26:58,539 - mmaction - INFO - Epoch [16][360/3520] lr: 7.500e-03, eta: 1 day, 10:02:42, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7656, loss_cls: 2.0670, loss: 2.0670, grad_norm: 7.1643 2020-10-11 13:27:20,217 - mmaction - INFO - Epoch [16][380/3520] lr: 7.500e-03, eta: 1 day, 10:02:26, time: 1.083, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7625, loss_cls: 2.0401, loss: 2.0401, grad_norm: 7.1132 2020-10-11 13:27:39,950 - mmaction - INFO - Epoch [16][400/3520] lr: 7.500e-03, eta: 1 day, 10:02:06, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7656, loss_cls: 2.0794, loss: 2.0794, grad_norm: 6.9548 2020-10-11 13:28:00,223 - mmaction - INFO - Epoch [16][420/3520] lr: 7.500e-03, eta: 1 day, 10:01:47, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7792, loss_cls: 1.9401, loss: 1.9401, grad_norm: 6.8157 2020-10-11 13:28:22,206 - mmaction - INFO - Epoch [16][440/3520] lr: 7.500e-03, eta: 1 day, 10:01:32, time: 1.101, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7740, loss_cls: 2.0248, loss: 2.0248, grad_norm: 6.8844 2020-10-11 13:28:43,542 - mmaction - INFO - Epoch [16][460/3520] lr: 7.500e-03, eta: 1 day, 10:01:15, time: 1.067, data_time: 0.002, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7854, loss_cls: 1.9194, loss: 1.9194, grad_norm: 6.8017 2020-10-11 13:29:03,551 - mmaction - INFO - Epoch [16][480/3520] lr: 7.500e-03, eta: 1 day, 10:00:55, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7688, loss_cls: 2.0107, loss: 2.0107, grad_norm: 7.1507 2020-10-11 13:29:23,370 - mmaction - INFO - Epoch [16][500/3520] lr: 7.500e-03, eta: 1 day, 10:00:35, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7865, loss_cls: 1.9825, loss: 1.9825, grad_norm: 6.7388 2020-10-11 13:29:44,327 - mmaction - INFO - Epoch [16][520/3520] lr: 7.500e-03, eta: 1 day, 10:00:17, time: 1.049, data_time: 0.004, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7677, loss_cls: 2.0838, loss: 2.0838, grad_norm: 6.8790 2020-10-11 13:30:05,302 - mmaction - INFO - Epoch [16][540/3520] lr: 7.500e-03, eta: 1 day, 9:59:59, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7604, loss_cls: 2.0470, loss: 2.0470, grad_norm: 6.7572 2020-10-11 13:30:26,031 - mmaction - INFO - Epoch [16][560/3520] lr: 7.500e-03, eta: 1 day, 9:59:41, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7365, loss_cls: 2.1394, loss: 2.1394, grad_norm: 6.8514 2020-10-11 13:30:47,205 - mmaction - INFO - Epoch [16][580/3520] lr: 7.500e-03, eta: 1 day, 9:59:24, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7635, loss_cls: 2.0231, loss: 2.0231, grad_norm: 6.7590 2020-10-11 13:31:08,479 - mmaction - INFO - Epoch [16][600/3520] lr: 7.500e-03, eta: 1 day, 9:59:07, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7771, loss_cls: 1.9579, loss: 1.9579, grad_norm: 6.6011 2020-10-11 13:31:28,832 - mmaction - INFO - Epoch [16][620/3520] lr: 7.500e-03, eta: 1 day, 9:58:48, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 2.0581, loss: 2.0581, grad_norm: 6.6939 2020-10-11 13:31:49,252 - mmaction - INFO - Epoch [16][640/3520] lr: 7.500e-03, eta: 1 day, 9:58:29, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7844, loss_cls: 1.9807, loss: 1.9807, grad_norm: 6.6498 2020-10-11 13:32:10,161 - mmaction - INFO - Epoch [16][660/3520] lr: 7.500e-03, eta: 1 day, 9:58:11, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7646, loss_cls: 1.9789, loss: 1.9789, grad_norm: 6.8596 2020-10-11 13:32:30,945 - mmaction - INFO - Epoch [16][680/3520] lr: 7.500e-03, eta: 1 day, 9:57:53, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7604, loss_cls: 1.9815, loss: 1.9815, grad_norm: 6.8927 2020-10-11 13:32:51,170 - mmaction - INFO - Epoch [16][700/3520] lr: 7.500e-03, eta: 1 day, 9:57:34, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7823, loss_cls: 1.8776, loss: 1.8776, grad_norm: 6.8010 2020-10-11 13:33:12,420 - mmaction - INFO - Epoch [16][720/3520] lr: 7.500e-03, eta: 1 day, 9:57:17, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7437, loss_cls: 2.0915, loss: 2.0915, grad_norm: 6.8272 2020-10-11 13:33:33,530 - mmaction - INFO - Epoch [16][740/3520] lr: 7.500e-03, eta: 1 day, 9:57:00, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7802, loss_cls: 2.0284, loss: 2.0284, grad_norm: 7.0481 2020-10-11 13:33:53,289 - mmaction - INFO - Epoch [16][760/3520] lr: 7.500e-03, eta: 1 day, 9:56:39, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7688, loss_cls: 2.0596, loss: 2.0596, grad_norm: 6.9925 2020-10-11 13:34:14,099 - mmaction - INFO - Epoch [16][780/3520] lr: 7.500e-03, eta: 1 day, 9:56:21, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7823, loss_cls: 2.0278, loss: 2.0278, grad_norm: 6.7427 2020-10-11 13:34:35,232 - mmaction - INFO - Epoch [16][800/3520] lr: 7.500e-03, eta: 1 day, 9:56:04, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7646, loss_cls: 2.0693, loss: 2.0693, grad_norm: 6.8262 2020-10-11 13:34:55,476 - mmaction - INFO - Epoch [16][820/3520] lr: 7.500e-03, eta: 1 day, 9:55:44, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7719, loss_cls: 2.0046, loss: 2.0046, grad_norm: 6.6870 2020-10-11 13:35:15,330 - mmaction - INFO - Epoch [16][840/3520] lr: 7.500e-03, eta: 1 day, 9:55:24, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7646, loss_cls: 2.0449, loss: 2.0449, grad_norm: 6.9813 2020-10-11 13:35:36,112 - mmaction - INFO - Epoch [16][860/3520] lr: 7.500e-03, eta: 1 day, 9:55:06, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7865, loss_cls: 1.9661, loss: 1.9661, grad_norm: 6.9312 2020-10-11 13:35:56,073 - mmaction - INFO - Epoch [16][880/3520] lr: 7.500e-03, eta: 1 day, 9:54:46, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7427, loss_cls: 2.1264, loss: 2.1264, grad_norm: 7.0730 2020-10-11 13:36:16,216 - mmaction - INFO - Epoch [16][900/3520] lr: 7.500e-03, eta: 1 day, 9:54:27, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7594, loss_cls: 1.9951, loss: 1.9951, grad_norm: 6.7163 2020-10-11 13:36:36,640 - mmaction - INFO - Epoch [16][920/3520] lr: 7.500e-03, eta: 1 day, 9:54:08, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7771, loss_cls: 2.0149, loss: 2.0149, grad_norm: 6.6953 2020-10-11 13:36:56,752 - mmaction - INFO - Epoch [16][940/3520] lr: 7.500e-03, eta: 1 day, 9:53:48, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7812, loss_cls: 1.9928, loss: 1.9928, grad_norm: 6.7634 2020-10-11 13:37:16,777 - mmaction - INFO - Epoch [16][960/3520] lr: 7.500e-03, eta: 1 day, 9:53:28, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7771, loss_cls: 1.9662, loss: 1.9662, grad_norm: 6.9218 2020-10-11 13:37:37,058 - mmaction - INFO - Epoch [16][980/3520] lr: 7.500e-03, eta: 1 day, 9:53:09, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7635, loss_cls: 2.0490, loss: 2.0490, grad_norm: 7.2817 2020-10-11 13:37:58,034 - mmaction - INFO - Epoch [16][1000/3520] lr: 7.500e-03, eta: 1 day, 9:52:51, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7625, loss_cls: 2.0084, loss: 2.0084, grad_norm: 6.9333 2020-10-11 13:38:18,240 - mmaction - INFO - Epoch [16][1020/3520] lr: 7.500e-03, eta: 1 day, 9:52:32, time: 1.010, data_time: 0.008, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7708, loss_cls: 2.1043, loss: 2.1043, grad_norm: 7.2051 2020-10-11 13:38:38,602 - mmaction - INFO - Epoch [16][1040/3520] lr: 7.500e-03, eta: 1 day, 9:52:13, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7708, loss_cls: 2.0762, loss: 2.0762, grad_norm: 6.8460 2020-10-11 13:38:58,893 - mmaction - INFO - Epoch [16][1060/3520] lr: 7.500e-03, eta: 1 day, 9:51:54, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7677, loss_cls: 1.9904, loss: 1.9904, grad_norm: 6.8765 2020-10-11 13:39:19,820 - mmaction - INFO - Epoch [16][1080/3520] lr: 7.500e-03, eta: 1 day, 9:51:36, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7625, loss_cls: 2.0544, loss: 2.0544, grad_norm: 6.5966 2020-10-11 13:39:40,326 - mmaction - INFO - Epoch [16][1100/3520] lr: 7.500e-03, eta: 1 day, 9:51:17, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7583, loss_cls: 2.1148, loss: 2.1148, grad_norm: 7.1309 2020-10-11 13:40:00,606 - mmaction - INFO - Epoch [16][1120/3520] lr: 7.500e-03, eta: 1 day, 9:50:58, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7437, loss_cls: 2.1272, loss: 2.1272, grad_norm: 6.8390 2020-10-11 13:40:20,630 - mmaction - INFO - Epoch [16][1140/3520] lr: 7.500e-03, eta: 1 day, 9:50:38, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7625, loss_cls: 2.0465, loss: 2.0465, grad_norm: 6.7347 2020-10-11 13:40:41,567 - mmaction - INFO - Epoch [16][1160/3520] lr: 7.500e-03, eta: 1 day, 9:50:20, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7615, loss_cls: 2.0230, loss: 2.0230, grad_norm: 6.5201 2020-10-11 13:41:02,756 - mmaction - INFO - Epoch [16][1180/3520] lr: 7.500e-03, eta: 1 day, 9:50:03, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7906, loss_cls: 1.9494, loss: 1.9494, grad_norm: 6.8091 2020-10-11 13:41:23,187 - mmaction - INFO - Epoch [16][1200/3520] lr: 7.500e-03, eta: 1 day, 9:49:44, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7521, loss_cls: 2.1176, loss: 2.1176, grad_norm: 6.9799 2020-10-11 13:41:44,000 - mmaction - INFO - Epoch [16][1220/3520] lr: 7.500e-03, eta: 1 day, 9:49:26, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7417, loss_cls: 2.1031, loss: 2.1031, grad_norm: 6.7115 2020-10-11 13:42:04,481 - mmaction - INFO - Epoch [16][1240/3520] lr: 7.500e-03, eta: 1 day, 9:49:07, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7771, loss_cls: 2.0173, loss: 2.0173, grad_norm: 6.6624 2020-10-11 13:42:24,384 - mmaction - INFO - Epoch [16][1260/3520] lr: 7.500e-03, eta: 1 day, 9:48:47, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7823, loss_cls: 1.9541, loss: 1.9541, grad_norm: 6.7773 2020-10-11 13:42:45,284 - mmaction - INFO - Epoch [16][1280/3520] lr: 7.500e-03, eta: 1 day, 9:48:30, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7604, loss_cls: 2.0639, loss: 2.0639, grad_norm: 6.8045 2020-10-11 13:43:06,117 - mmaction - INFO - Epoch [16][1300/3520] lr: 7.500e-03, eta: 1 day, 9:48:11, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.5448, top5_acc: 0.7802, loss_cls: 1.9582, loss: 1.9582, grad_norm: 6.7453 2020-10-11 13:43:25,903 - mmaction - INFO - Epoch [16][1320/3520] lr: 7.500e-03, eta: 1 day, 9:47:51, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7563, loss_cls: 2.0705, loss: 2.0705, grad_norm: 6.7043 2020-10-11 13:43:46,414 - mmaction - INFO - Epoch [16][1340/3520] lr: 7.500e-03, eta: 1 day, 9:47:32, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7260, loss_cls: 2.1600, loss: 2.1600, grad_norm: 6.9285 2020-10-11 13:44:06,883 - mmaction - INFO - Epoch [16][1360/3520] lr: 7.500e-03, eta: 1 day, 9:47:13, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7542, loss_cls: 2.0745, loss: 2.0745, grad_norm: 6.7657 2020-10-11 13:44:28,429 - mmaction - INFO - Epoch [16][1380/3520] lr: 7.500e-03, eta: 1 day, 9:46:57, time: 1.079, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7719, loss_cls: 2.0373, loss: 2.0373, grad_norm: 6.9243 2020-10-11 13:44:48,064 - mmaction - INFO - Epoch [16][1400/3520] lr: 7.500e-03, eta: 1 day, 9:46:36, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7771, loss_cls: 1.9844, loss: 1.9844, grad_norm: 6.8256 2020-10-11 13:45:08,678 - mmaction - INFO - Epoch [16][1420/3520] lr: 7.500e-03, eta: 1 day, 9:46:18, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7552, loss_cls: 2.0911, loss: 2.0911, grad_norm: 6.9709 2020-10-11 13:45:29,588 - mmaction - INFO - Epoch [16][1440/3520] lr: 7.500e-03, eta: 1 day, 9:46:00, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7562, loss_cls: 2.0388, loss: 2.0388, grad_norm: 6.9374 2020-10-11 13:45:49,477 - mmaction - INFO - Epoch [16][1460/3520] lr: 7.500e-03, eta: 1 day, 9:45:40, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7531, loss_cls: 2.0189, loss: 2.0189, grad_norm: 6.3027 2020-10-11 13:46:10,240 - mmaction - INFO - Epoch [16][1480/3520] lr: 7.500e-03, eta: 1 day, 9:45:22, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7740, loss_cls: 1.9684, loss: 1.9684, grad_norm: 6.5708 2020-10-11 13:46:31,484 - mmaction - INFO - Epoch [16][1500/3520] lr: 7.500e-03, eta: 1 day, 9:45:05, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7896, loss_cls: 1.9521, loss: 1.9521, grad_norm: 6.9551 2020-10-11 13:46:51,694 - mmaction - INFO - Epoch [16][1520/3520] lr: 7.500e-03, eta: 1 day, 9:44:45, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7500, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.7478 2020-10-11 13:47:11,815 - mmaction - INFO - Epoch [16][1540/3520] lr: 7.500e-03, eta: 1 day, 9:44:26, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7719, loss_cls: 2.0475, loss: 2.0475, grad_norm: 7.0190 2020-10-11 13:47:32,982 - mmaction - INFO - Epoch [16][1560/3520] lr: 7.500e-03, eta: 1 day, 9:44:08, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7615, loss_cls: 2.0825, loss: 2.0825, grad_norm: 6.8973 2020-10-11 13:47:52,947 - mmaction - INFO - Epoch [16][1580/3520] lr: 7.500e-03, eta: 1 day, 9:43:48, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7562, loss_cls: 2.1074, loss: 2.1074, grad_norm: 6.7357 2020-10-11 13:48:12,587 - mmaction - INFO - Epoch [16][1600/3520] lr: 7.500e-03, eta: 1 day, 9:43:27, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7729, loss_cls: 1.9931, loss: 1.9931, grad_norm: 6.9331 2020-10-11 13:48:33,334 - mmaction - INFO - Epoch [16][1620/3520] lr: 7.500e-03, eta: 1 day, 9:43:09, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7708, loss_cls: 2.0162, loss: 2.0162, grad_norm: 6.9912 2020-10-11 13:48:53,995 - mmaction - INFO - Epoch [16][1640/3520] lr: 7.500e-03, eta: 1 day, 9:42:51, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7677, loss_cls: 1.9588, loss: 1.9588, grad_norm: 6.3647 2020-10-11 13:49:13,905 - mmaction - INFO - Epoch [16][1660/3520] lr: 7.500e-03, eta: 1 day, 9:42:31, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7708, loss_cls: 2.0008, loss: 2.0008, grad_norm: 6.7894 2020-10-11 13:49:34,100 - mmaction - INFO - Epoch [16][1680/3520] lr: 7.500e-03, eta: 1 day, 9:42:11, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7740, loss_cls: 2.0405, loss: 2.0405, grad_norm: 7.1237 2020-10-11 13:49:54,475 - mmaction - INFO - Epoch [16][1700/3520] lr: 7.500e-03, eta: 1 day, 9:41:52, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7542, loss_cls: 2.1303, loss: 2.1303, grad_norm: 7.0390 2020-10-11 13:50:14,618 - mmaction - INFO - Epoch [16][1720/3520] lr: 7.500e-03, eta: 1 day, 9:41:33, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7458, loss_cls: 2.1147, loss: 2.1147, grad_norm: 6.9797 2020-10-11 13:50:35,116 - mmaction - INFO - Epoch [16][1740/3520] lr: 7.500e-03, eta: 1 day, 9:41:14, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 1.9750, loss: 1.9750, grad_norm: 6.7670 2020-10-11 13:50:56,395 - mmaction - INFO - Epoch [16][1760/3520] lr: 7.500e-03, eta: 1 day, 9:40:57, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7844, loss_cls: 1.9595, loss: 1.9595, grad_norm: 6.7702 2020-10-11 13:51:16,486 - mmaction - INFO - Epoch [16][1780/3520] lr: 7.500e-03, eta: 1 day, 9:40:37, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7740, loss_cls: 1.9939, loss: 1.9939, grad_norm: 6.8024 2020-10-11 13:51:38,766 - mmaction - INFO - Epoch [16][1800/3520] lr: 7.500e-03, eta: 1 day, 9:40:22, time: 1.115, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7521, loss_cls: 2.0264, loss: 2.0264, grad_norm: 6.7336 2020-10-11 13:51:58,220 - mmaction - INFO - Epoch [16][1820/3520] lr: 7.500e-03, eta: 1 day, 9:40:01, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7635, loss_cls: 2.0394, loss: 2.0394, grad_norm: 6.9538 2020-10-11 13:52:19,730 - mmaction - INFO - Epoch [16][1840/3520] lr: 7.500e-03, eta: 1 day, 9:39:45, time: 1.075, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7573, loss_cls: 2.0110, loss: 2.0110, grad_norm: 6.7037 2020-10-11 13:52:42,072 - mmaction - INFO - Epoch [16][1860/3520] lr: 7.500e-03, eta: 1 day, 9:39:30, time: 1.118, data_time: 0.002, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7792, loss_cls: 2.0341, loss: 2.0341, grad_norm: 7.0931 2020-10-11 13:53:01,759 - mmaction - INFO - Epoch [16][1880/3520] lr: 7.500e-03, eta: 1 day, 9:39:09, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7458, loss_cls: 2.0600, loss: 2.0600, grad_norm: 6.7908 2020-10-11 13:53:22,770 - mmaction - INFO - Epoch [16][1900/3520] lr: 7.500e-03, eta: 1 day, 9:38:52, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7885, loss_cls: 1.9765, loss: 1.9765, grad_norm: 6.8172 2020-10-11 13:53:42,858 - mmaction - INFO - Epoch [16][1920/3520] lr: 7.500e-03, eta: 1 day, 9:38:32, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7771, loss_cls: 1.9994, loss: 1.9994, grad_norm: 6.8383 2020-10-11 13:54:03,715 - mmaction - INFO - Epoch [16][1940/3520] lr: 7.500e-03, eta: 1 day, 9:38:14, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7448, loss_cls: 2.1180, loss: 2.1180, grad_norm: 6.9012 2020-10-11 13:54:24,284 - mmaction - INFO - Epoch [16][1960/3520] lr: 7.500e-03, eta: 1 day, 9:37:55, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7302, loss_cls: 2.2083, loss: 2.2083, grad_norm: 6.7951 2020-10-11 13:54:45,070 - mmaction - INFO - Epoch [16][1980/3520] lr: 7.500e-03, eta: 1 day, 9:37:37, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7677, loss_cls: 2.0185, loss: 2.0185, grad_norm: 6.5719 2020-10-11 13:55:05,027 - mmaction - INFO - Epoch [16][2000/3520] lr: 7.500e-03, eta: 1 day, 9:37:17, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7510, loss_cls: 2.1206, loss: 2.1206, grad_norm: 6.7863 2020-10-11 13:55:25,256 - mmaction - INFO - Epoch [16][2020/3520] lr: 7.500e-03, eta: 1 day, 9:36:58, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7667, loss_cls: 2.0549, loss: 2.0549, grad_norm: 6.7680 2020-10-11 13:55:46,285 - mmaction - INFO - Epoch [16][2040/3520] lr: 7.500e-03, eta: 1 day, 9:36:40, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7885, loss_cls: 1.9052, loss: 1.9052, grad_norm: 6.6765 2020-10-11 13:56:07,094 - mmaction - INFO - Epoch [16][2060/3520] lr: 7.500e-03, eta: 1 day, 9:36:22, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7802, loss_cls: 1.9336, loss: 1.9336, grad_norm: 6.7245 2020-10-11 13:56:27,516 - mmaction - INFO - Epoch [16][2080/3520] lr: 7.500e-03, eta: 1 day, 9:36:03, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7198, loss_cls: 2.2369, loss: 2.2369, grad_norm: 7.1585 2020-10-11 13:56:47,841 - mmaction - INFO - Epoch [16][2100/3520] lr: 7.500e-03, eta: 1 day, 9:35:44, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7427, loss_cls: 2.0330, loss: 2.0330, grad_norm: 7.0024 2020-10-11 13:57:07,601 - mmaction - INFO - Epoch [16][2120/3520] lr: 7.500e-03, eta: 1 day, 9:35:23, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0064, loss: 2.0064, grad_norm: 6.9020 2020-10-11 13:57:29,140 - mmaction - INFO - Epoch [16][2140/3520] lr: 7.500e-03, eta: 1 day, 9:35:07, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7312, loss_cls: 2.1786, loss: 2.1786, grad_norm: 6.7856 2020-10-11 13:57:48,533 - mmaction - INFO - Epoch [16][2160/3520] lr: 7.500e-03, eta: 1 day, 9:34:46, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9655, loss: 1.9655, grad_norm: 6.6969 2020-10-11 13:58:09,219 - mmaction - INFO - Epoch [16][2180/3520] lr: 7.500e-03, eta: 1 day, 9:34:27, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7500, loss_cls: 2.0892, loss: 2.0892, grad_norm: 6.5801 2020-10-11 13:58:29,534 - mmaction - INFO - Epoch [16][2200/3520] lr: 7.500e-03, eta: 1 day, 9:34:08, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7677, loss_cls: 2.0232, loss: 2.0232, grad_norm: 6.8865 2020-10-11 13:58:49,490 - mmaction - INFO - Epoch [16][2220/3520] lr: 7.500e-03, eta: 1 day, 9:33:48, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7708, loss_cls: 2.0432, loss: 2.0432, grad_norm: 6.9640 2020-10-11 13:59:10,705 - mmaction - INFO - Epoch [16][2240/3520] lr: 7.500e-03, eta: 1 day, 9:33:31, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7635, loss_cls: 2.0338, loss: 2.0338, grad_norm: 6.8839 2020-10-11 13:59:30,820 - mmaction - INFO - Epoch [16][2260/3520] lr: 7.500e-03, eta: 1 day, 9:33:11, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7573, loss_cls: 2.0925, loss: 2.0925, grad_norm: 7.0756 2020-10-11 13:59:52,151 - mmaction - INFO - Epoch [16][2280/3520] lr: 7.500e-03, eta: 1 day, 9:32:54, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7615, loss_cls: 2.0654, loss: 2.0654, grad_norm: 6.7190 2020-10-11 14:00:12,943 - mmaction - INFO - Epoch [16][2300/3520] lr: 7.500e-03, eta: 1 day, 9:32:35, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7417, loss_cls: 2.0652, loss: 2.0652, grad_norm: 6.7330 2020-10-11 14:00:35,156 - mmaction - INFO - Epoch [16][2320/3520] lr: 7.500e-03, eta: 1 day, 9:32:21, time: 1.118, data_time: 0.014, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7698, loss_cls: 1.9703, loss: 1.9703, grad_norm: 6.7539 2020-10-11 14:00:54,487 - mmaction - INFO - Epoch [16][2340/3520] lr: 7.500e-03, eta: 1 day, 9:31:59, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7417, loss_cls: 2.0866, loss: 2.0866, grad_norm: 7.0720 2020-10-11 14:01:14,943 - mmaction - INFO - Epoch [16][2360/3520] lr: 7.500e-03, eta: 1 day, 9:31:40, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7615, loss_cls: 2.0448, loss: 2.0448, grad_norm: 6.7985 2020-10-11 14:01:35,186 - mmaction - INFO - Epoch [16][2380/3520] lr: 7.500e-03, eta: 1 day, 9:31:21, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7448, loss_cls: 2.1689, loss: 2.1689, grad_norm: 7.0511 2020-10-11 14:01:55,570 - mmaction - INFO - Epoch [16][2400/3520] lr: 7.500e-03, eta: 1 day, 9:31:02, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7833, loss_cls: 1.9355, loss: 1.9355, grad_norm: 6.8990 2020-10-11 14:02:16,594 - mmaction - INFO - Epoch [16][2420/3520] lr: 7.500e-03, eta: 1 day, 9:30:44, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7677, loss_cls: 2.0127, loss: 2.0127, grad_norm: 6.6985 2020-10-11 14:02:36,720 - mmaction - INFO - Epoch [16][2440/3520] lr: 7.500e-03, eta: 1 day, 9:30:25, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7604, loss_cls: 2.0464, loss: 2.0464, grad_norm: 6.6743 2020-10-11 14:02:57,124 - mmaction - INFO - Epoch [16][2460/3520] lr: 7.500e-03, eta: 1 day, 9:30:05, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7698, loss_cls: 2.0190, loss: 2.0190, grad_norm: 6.9451 2020-10-11 14:03:17,680 - mmaction - INFO - Epoch [16][2480/3520] lr: 7.500e-03, eta: 1 day, 9:29:47, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 1.9452, loss: 1.9452, grad_norm: 6.8159 2020-10-11 14:03:38,919 - mmaction - INFO - Epoch [16][2500/3520] lr: 7.500e-03, eta: 1 day, 9:29:30, time: 1.062, data_time: 0.004, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7865, loss_cls: 1.8834, loss: 1.8834, grad_norm: 6.5420 2020-10-11 14:03:59,270 - mmaction - INFO - Epoch [16][2520/3520] lr: 7.500e-03, eta: 1 day, 9:29:10, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7594, loss_cls: 2.1211, loss: 2.1211, grad_norm: 6.9266 2020-10-11 14:04:19,464 - mmaction - INFO - Epoch [16][2540/3520] lr: 7.500e-03, eta: 1 day, 9:28:51, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 1.9933, loss: 1.9933, grad_norm: 6.6146 2020-10-11 14:04:39,803 - mmaction - INFO - Epoch [16][2560/3520] lr: 7.500e-03, eta: 1 day, 9:28:32, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7802, loss_cls: 1.9415, loss: 1.9415, grad_norm: 6.8672 2020-10-11 14:05:00,505 - mmaction - INFO - Epoch [16][2580/3520] lr: 7.500e-03, eta: 1 day, 9:28:13, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7750, loss_cls: 1.9807, loss: 1.9807, grad_norm: 6.9430 2020-10-11 14:05:21,040 - mmaction - INFO - Epoch [16][2600/3520] lr: 7.500e-03, eta: 1 day, 9:27:55, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7573, loss_cls: 2.1210, loss: 2.1210, grad_norm: 7.0636 2020-10-11 14:05:41,781 - mmaction - INFO - Epoch [16][2620/3520] lr: 7.500e-03, eta: 1 day, 9:27:36, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7604, loss_cls: 2.0832, loss: 2.0832, grad_norm: 6.8193 2020-10-11 14:06:02,313 - mmaction - INFO - Epoch [16][2640/3520] lr: 7.500e-03, eta: 1 day, 9:27:17, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7469, loss_cls: 2.0763, loss: 2.0763, grad_norm: 6.7019 2020-10-11 14:06:23,447 - mmaction - INFO - Epoch [16][2660/3520] lr: 7.500e-03, eta: 1 day, 9:27:00, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7813, loss_cls: 2.0008, loss: 2.0008, grad_norm: 6.7329 2020-10-11 14:06:43,165 - mmaction - INFO - Epoch [16][2680/3520] lr: 7.500e-03, eta: 1 day, 9:26:39, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7542, loss_cls: 2.0196, loss: 2.0196, grad_norm: 6.8119 2020-10-11 14:07:04,125 - mmaction - INFO - Epoch [16][2700/3520] lr: 7.500e-03, eta: 1 day, 9:26:21, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7490, loss_cls: 2.1279, loss: 2.1279, grad_norm: 7.1605 2020-10-11 14:07:24,291 - mmaction - INFO - Epoch [16][2720/3520] lr: 7.500e-03, eta: 1 day, 9:26:02, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7542, loss_cls: 2.0421, loss: 2.0421, grad_norm: 6.6341 2020-10-11 14:07:44,897 - mmaction - INFO - Epoch [16][2740/3520] lr: 7.500e-03, eta: 1 day, 9:25:43, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7573, loss_cls: 1.9685, loss: 1.9685, grad_norm: 6.8188 2020-10-11 14:08:05,791 - mmaction - INFO - Epoch [16][2760/3520] lr: 7.500e-03, eta: 1 day, 9:25:25, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7531, loss_cls: 2.0123, loss: 2.0123, grad_norm: 6.7446 2020-10-11 14:08:26,117 - mmaction - INFO - Epoch [16][2780/3520] lr: 7.500e-03, eta: 1 day, 9:25:06, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7802, loss_cls: 2.0040, loss: 2.0040, grad_norm: 6.9391 2020-10-11 14:08:47,521 - mmaction - INFO - Epoch [16][2800/3520] lr: 7.500e-03, eta: 1 day, 9:24:49, time: 1.070, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.9777, loss: 1.9777, grad_norm: 6.8707 2020-10-11 14:09:08,371 - mmaction - INFO - Epoch [16][2820/3520] lr: 7.500e-03, eta: 1 day, 9:24:31, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7448, loss_cls: 2.1468, loss: 2.1468, grad_norm: 6.7712 2020-10-11 14:09:28,051 - mmaction - INFO - Epoch [16][2840/3520] lr: 7.500e-03, eta: 1 day, 9:24:10, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7906, loss_cls: 1.9274, loss: 1.9274, grad_norm: 6.6480 2020-10-11 14:09:48,069 - mmaction - INFO - Epoch [16][2860/3520] lr: 7.500e-03, eta: 1 day, 9:23:51, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7792, loss_cls: 1.9684, loss: 1.9684, grad_norm: 6.6226 2020-10-11 14:10:08,012 - mmaction - INFO - Epoch [16][2880/3520] lr: 7.500e-03, eta: 1 day, 9:23:30, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7771, loss_cls: 1.9670, loss: 1.9670, grad_norm: 6.8632 2020-10-11 14:10:28,743 - mmaction - INFO - Epoch [16][2900/3520] lr: 7.500e-03, eta: 1 day, 9:23:12, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7625, loss_cls: 2.0753, loss: 2.0753, grad_norm: 6.7913 2020-10-11 14:10:49,642 - mmaction - INFO - Epoch [16][2920/3520] lr: 7.500e-03, eta: 1 day, 9:22:54, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7844, loss_cls: 1.9953, loss: 1.9953, grad_norm: 6.6859 2020-10-11 14:11:09,928 - mmaction - INFO - Epoch [16][2940/3520] lr: 7.500e-03, eta: 1 day, 9:22:35, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7656, loss_cls: 2.0380, loss: 2.0380, grad_norm: 7.0940 2020-10-11 14:11:30,887 - mmaction - INFO - Epoch [16][2960/3520] lr: 7.500e-03, eta: 1 day, 9:22:17, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7906, loss_cls: 1.9729, loss: 1.9729, grad_norm: 7.0570 2020-10-11 14:11:51,367 - mmaction - INFO - Epoch [16][2980/3520] lr: 7.500e-03, eta: 1 day, 9:21:58, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7656, loss_cls: 2.0885, loss: 2.0885, grad_norm: 6.7463 2020-10-11 14:12:10,895 - mmaction - INFO - Epoch [16][3000/3520] lr: 7.500e-03, eta: 1 day, 9:21:37, time: 0.976, data_time: 0.008, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7687, loss_cls: 2.0548, loss: 2.0548, grad_norm: 6.9857 2020-10-11 14:12:32,371 - mmaction - INFO - Epoch [16][3020/3520] lr: 7.500e-03, eta: 1 day, 9:21:20, time: 1.075, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7458, loss_cls: 2.0290, loss: 2.0290, grad_norm: 6.8213 2020-10-11 14:12:52,572 - mmaction - INFO - Epoch [16][3040/3520] lr: 7.500e-03, eta: 1 day, 9:21:01, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7604, loss_cls: 2.0259, loss: 2.0259, grad_norm: 6.8325 2020-10-11 14:13:13,300 - mmaction - INFO - Epoch [16][3060/3520] lr: 7.500e-03, eta: 1 day, 9:20:42, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7698, loss_cls: 1.9855, loss: 1.9855, grad_norm: 6.7600 2020-10-11 14:13:33,756 - mmaction - INFO - Epoch [16][3080/3520] lr: 7.500e-03, eta: 1 day, 9:20:23, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7583, loss_cls: 2.0940, loss: 2.0940, grad_norm: 6.7792 2020-10-11 14:13:54,583 - mmaction - INFO - Epoch [16][3100/3520] lr: 7.500e-03, eta: 1 day, 9:20:05, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7708, loss_cls: 1.9907, loss: 1.9907, grad_norm: 6.8293 2020-10-11 14:14:14,895 - mmaction - INFO - Epoch [16][3120/3520] lr: 7.500e-03, eta: 1 day, 9:19:46, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7646, loss_cls: 2.0479, loss: 2.0479, grad_norm: 6.6259 2020-10-11 14:14:36,243 - mmaction - INFO - Epoch [16][3140/3520] lr: 7.500e-03, eta: 1 day, 9:19:29, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7563, loss_cls: 2.0372, loss: 2.0372, grad_norm: 7.0219 2020-10-11 14:14:57,389 - mmaction - INFO - Epoch [16][3160/3520] lr: 7.500e-03, eta: 1 day, 9:19:11, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7885, loss_cls: 1.9311, loss: 1.9311, grad_norm: 6.5793 2020-10-11 14:15:17,644 - mmaction - INFO - Epoch [16][3180/3520] lr: 7.500e-03, eta: 1 day, 9:18:52, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7531, loss_cls: 2.1086, loss: 2.1086, grad_norm: 6.8509 2020-10-11 14:15:37,568 - mmaction - INFO - Epoch [16][3200/3520] lr: 7.500e-03, eta: 1 day, 9:18:32, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7458, loss_cls: 2.0568, loss: 2.0568, grad_norm: 6.7948 2020-10-11 14:15:58,714 - mmaction - INFO - Epoch [16][3220/3520] lr: 7.500e-03, eta: 1 day, 9:18:14, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7594, loss_cls: 2.0845, loss: 2.0845, grad_norm: 6.7434 2020-10-11 14:16:18,894 - mmaction - INFO - Epoch [16][3240/3520] lr: 7.500e-03, eta: 1 day, 9:17:55, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7906, loss_cls: 1.9321, loss: 1.9321, grad_norm: 6.7334 2020-10-11 14:16:38,968 - mmaction - INFO - Epoch [16][3260/3520] lr: 7.500e-03, eta: 1 day, 9:17:35, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7740, loss_cls: 2.0144, loss: 2.0144, grad_norm: 6.6771 2020-10-11 14:16:59,514 - mmaction - INFO - Epoch [16][3280/3520] lr: 7.500e-03, eta: 1 day, 9:17:16, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7427, loss_cls: 2.1455, loss: 2.1455, grad_norm: 7.1344 2020-10-11 14:17:19,568 - mmaction - INFO - Epoch [16][3300/3520] lr: 7.500e-03, eta: 1 day, 9:16:56, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7313, loss_cls: 2.1899, loss: 2.1899, grad_norm: 6.7441 2020-10-11 14:17:40,134 - mmaction - INFO - Epoch [16][3320/3520] lr: 7.500e-03, eta: 1 day, 9:16:38, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7583, loss_cls: 2.0406, loss: 2.0406, grad_norm: 6.8624 2020-10-11 14:17:59,832 - mmaction - INFO - Epoch [16][3340/3520] lr: 7.500e-03, eta: 1 day, 9:16:17, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7344, loss_cls: 2.1696, loss: 2.1696, grad_norm: 7.1323 2020-10-11 14:18:19,981 - mmaction - INFO - Epoch [16][3360/3520] lr: 7.500e-03, eta: 1 day, 9:15:57, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7552, loss_cls: 2.0967, loss: 2.0967, grad_norm: 6.9688 2020-10-11 14:18:41,725 - mmaction - INFO - Epoch [16][3380/3520] lr: 7.500e-03, eta: 1 day, 9:15:41, time: 1.087, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7615, loss_cls: 2.0468, loss: 2.0468, grad_norm: 6.9560 2020-10-11 14:19:02,504 - mmaction - INFO - Epoch [16][3400/3520] lr: 7.500e-03, eta: 1 day, 9:15:23, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7469, loss_cls: 2.1010, loss: 2.1010, grad_norm: 6.9457 2020-10-11 14:19:22,326 - mmaction - INFO - Epoch [16][3420/3520] lr: 7.500e-03, eta: 1 day, 9:15:03, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7458, loss_cls: 2.1305, loss: 2.1305, grad_norm: 7.0695 2020-10-11 14:19:43,043 - mmaction - INFO - Epoch [16][3440/3520] lr: 7.500e-03, eta: 1 day, 9:14:44, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7500, loss_cls: 2.1437, loss: 2.1437, grad_norm: 6.9545 2020-10-11 14:20:04,212 - mmaction - INFO - Epoch [16][3460/3520] lr: 7.500e-03, eta: 1 day, 9:14:27, time: 1.057, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7406, loss_cls: 2.0868, loss: 2.0868, grad_norm: 6.7087 2020-10-11 14:20:24,686 - mmaction - INFO - Epoch [16][3480/3520] lr: 7.500e-03, eta: 1 day, 9:14:08, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7604, loss_cls: 2.0528, loss: 2.0528, grad_norm: 6.6792 2020-10-11 14:20:44,469 - mmaction - INFO - Epoch [16][3500/3520] lr: 7.500e-03, eta: 1 day, 9:13:47, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7781, loss_cls: 1.9764, loss: 1.9764, grad_norm: 7.1854 2020-10-11 14:21:04,512 - mmaction - INFO - Epoch [16][3520/3520] lr: 7.500e-03, eta: 1 day, 9:13:27, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4902, top5_acc: 0.7489, loss_cls: 2.1133, loss: 2.1133, grad_norm: 6.9365 2020-10-11 14:21:04,894 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-11 14:21:38,694 - mmaction - INFO - Epoch [17][20/3520] lr: 7.500e-03, eta: 1 day, 9:13:35, time: 1.654, data_time: 0.698, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7594, loss_cls: 2.1097, loss: 2.1097, grad_norm: 7.1156 2020-10-11 14:21:59,122 - mmaction - INFO - Epoch [17][40/3520] lr: 7.500e-03, eta: 1 day, 9:13:16, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7719, loss_cls: 1.9883, loss: 1.9883, grad_norm: 6.9191 2020-10-11 14:22:19,416 - mmaction - INFO - Epoch [17][60/3520] lr: 7.500e-03, eta: 1 day, 9:12:57, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7833, loss_cls: 1.9514, loss: 1.9514, grad_norm: 6.8316 2020-10-11 14:22:39,428 - mmaction - INFO - Epoch [17][80/3520] lr: 7.500e-03, eta: 1 day, 9:12:37, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7760, loss_cls: 1.9441, loss: 1.9441, grad_norm: 6.7873 2020-10-11 14:23:00,978 - mmaction - INFO - Epoch [17][100/3520] lr: 7.500e-03, eta: 1 day, 9:12:20, time: 1.075, data_time: 0.004, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7750, loss_cls: 1.9613, loss: 1.9613, grad_norm: 6.7385 2020-10-11 14:23:21,864 - mmaction - INFO - Epoch [17][120/3520] lr: 7.500e-03, eta: 1 day, 9:12:02, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7854, loss_cls: 1.9456, loss: 1.9456, grad_norm: 6.8730 2020-10-11 14:23:42,758 - mmaction - INFO - Epoch [17][140/3520] lr: 7.500e-03, eta: 1 day, 9:11:44, time: 1.046, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7781, loss_cls: 1.9551, loss: 1.9551, grad_norm: 6.7740 2020-10-11 14:24:02,940 - mmaction - INFO - Epoch [17][160/3520] lr: 7.500e-03, eta: 1 day, 9:11:24, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7802, loss_cls: 1.9545, loss: 1.9545, grad_norm: 6.8726 2020-10-11 14:24:24,181 - mmaction - INFO - Epoch [17][180/3520] lr: 7.500e-03, eta: 1 day, 9:11:07, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7990, loss_cls: 1.8829, loss: 1.8829, grad_norm: 6.7981 2020-10-11 14:24:43,867 - mmaction - INFO - Epoch [17][200/3520] lr: 7.500e-03, eta: 1 day, 9:10:46, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.5365, top5_acc: 0.7917, loss_cls: 1.8755, loss: 1.8755, grad_norm: 6.7798 2020-10-11 14:25:04,267 - mmaction - INFO - Epoch [17][220/3520] lr: 7.500e-03, eta: 1 day, 9:10:27, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7625, loss_cls: 2.0177, loss: 2.0177, grad_norm: 7.0107 2020-10-11 14:25:25,427 - mmaction - INFO - Epoch [17][240/3520] lr: 7.500e-03, eta: 1 day, 9:10:10, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7625, loss_cls: 2.0348, loss: 2.0348, grad_norm: 7.2428 2020-10-11 14:25:46,572 - mmaction - INFO - Epoch [17][260/3520] lr: 7.500e-03, eta: 1 day, 9:09:52, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7615, loss_cls: 2.0331, loss: 2.0331, grad_norm: 6.8999 2020-10-11 14:26:06,854 - mmaction - INFO - Epoch [17][280/3520] lr: 7.500e-03, eta: 1 day, 9:09:33, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7719, loss_cls: 1.9940, loss: 1.9940, grad_norm: 7.0180 2020-10-11 14:26:27,929 - mmaction - INFO - Epoch [17][300/3520] lr: 7.500e-03, eta: 1 day, 9:09:15, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.5187, top5_acc: 0.7937, loss_cls: 1.9080, loss: 1.9080, grad_norm: 6.7057 2020-10-11 14:26:48,265 - mmaction - INFO - Epoch [17][320/3520] lr: 7.500e-03, eta: 1 day, 9:08:56, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7740, loss_cls: 1.9293, loss: 1.9293, grad_norm: 6.7912 2020-10-11 14:27:08,594 - mmaction - INFO - Epoch [17][340/3520] lr: 7.500e-03, eta: 1 day, 9:08:36, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7729, loss_cls: 1.9968, loss: 1.9968, grad_norm: 7.1382 2020-10-11 14:27:29,687 - mmaction - INFO - Epoch [17][360/3520] lr: 7.500e-03, eta: 1 day, 9:08:19, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7604, loss_cls: 2.1060, loss: 2.1060, grad_norm: 7.1013 2020-10-11 14:27:50,136 - mmaction - INFO - Epoch [17][380/3520] lr: 7.500e-03, eta: 1 day, 9:08:00, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7729, loss_cls: 1.9372, loss: 1.9372, grad_norm: 7.0207 2020-10-11 14:28:11,685 - mmaction - INFO - Epoch [17][400/3520] lr: 7.500e-03, eta: 1 day, 9:07:43, time: 1.077, data_time: 0.002, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7729, loss_cls: 1.9688, loss: 1.9688, grad_norm: 6.7431 2020-10-11 14:28:32,036 - mmaction - INFO - Epoch [17][420/3520] lr: 7.500e-03, eta: 1 day, 9:07:24, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7823, loss_cls: 1.9109, loss: 1.9109, grad_norm: 6.6558 2020-10-11 14:28:53,416 - mmaction - INFO - Epoch [17][440/3520] lr: 7.500e-03, eta: 1 day, 9:07:07, time: 1.072, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7760, loss_cls: 2.0373, loss: 2.0373, grad_norm: 6.8850 2020-10-11 14:29:14,129 - mmaction - INFO - Epoch [17][460/3520] lr: 7.500e-03, eta: 1 day, 9:06:48, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7531, loss_cls: 2.0865, loss: 2.0865, grad_norm: 6.7564 2020-10-11 14:29:35,227 - mmaction - INFO - Epoch [17][480/3520] lr: 7.500e-03, eta: 1 day, 9:06:30, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7833, loss_cls: 1.9695, loss: 1.9695, grad_norm: 6.6392 2020-10-11 14:29:55,230 - mmaction - INFO - Epoch [17][500/3520] lr: 7.500e-03, eta: 1 day, 9:06:10, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.0314, loss: 2.0314, grad_norm: 6.6659 2020-10-11 14:30:15,758 - mmaction - INFO - Epoch [17][520/3520] lr: 7.500e-03, eta: 1 day, 9:05:52, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7750, loss_cls: 1.9771, loss: 1.9771, grad_norm: 6.7073 2020-10-11 14:30:35,799 - mmaction - INFO - Epoch [17][540/3520] lr: 7.500e-03, eta: 1 day, 9:05:32, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7781, loss_cls: 1.9253, loss: 1.9253, grad_norm: 6.7164 2020-10-11 14:30:56,301 - mmaction - INFO - Epoch [17][560/3520] lr: 7.500e-03, eta: 1 day, 9:05:13, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7635, loss_cls: 1.9909, loss: 1.9909, grad_norm: 6.8403 2020-10-11 14:31:17,024 - mmaction - INFO - Epoch [17][580/3520] lr: 7.500e-03, eta: 1 day, 9:04:54, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7656, loss_cls: 1.9790, loss: 1.9790, grad_norm: 7.1029 2020-10-11 14:31:37,536 - mmaction - INFO - Epoch [17][600/3520] lr: 7.500e-03, eta: 1 day, 9:04:35, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7812, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.8060 2020-10-11 14:31:57,347 - mmaction - INFO - Epoch [17][620/3520] lr: 7.500e-03, eta: 1 day, 9:04:15, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7833, loss_cls: 1.9307, loss: 1.9307, grad_norm: 6.8261 2020-10-11 14:32:18,121 - mmaction - INFO - Epoch [17][640/3520] lr: 7.500e-03, eta: 1 day, 9:03:57, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7698, loss_cls: 2.0360, loss: 2.0360, grad_norm: 7.0277 2020-10-11 14:32:38,911 - mmaction - INFO - Epoch [17][660/3520] lr: 7.500e-03, eta: 1 day, 9:03:38, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7688, loss_cls: 2.0519, loss: 2.0519, grad_norm: 6.8578 2020-10-11 14:32:58,678 - mmaction - INFO - Epoch [17][680/3520] lr: 7.500e-03, eta: 1 day, 9:03:18, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7906, loss_cls: 1.9203, loss: 1.9203, grad_norm: 6.5643 2020-10-11 14:33:19,650 - mmaction - INFO - Epoch [17][700/3520] lr: 7.500e-03, eta: 1 day, 9:03:00, time: 1.051, data_time: 0.008, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7396, loss_cls: 2.1940, loss: 2.1940, grad_norm: 6.9618 2020-10-11 14:33:39,987 - mmaction - INFO - Epoch [17][720/3520] lr: 7.500e-03, eta: 1 day, 9:02:40, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7604, loss_cls: 2.1019, loss: 2.1019, grad_norm: 6.8755 2020-10-11 14:33:59,794 - mmaction - INFO - Epoch [17][740/3520] lr: 7.500e-03, eta: 1 day, 9:02:20, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7979, loss_cls: 1.8684, loss: 1.8684, grad_norm: 6.7839 2020-10-11 14:34:20,595 - mmaction - INFO - Epoch [17][760/3520] lr: 7.500e-03, eta: 1 day, 9:02:02, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7594, loss_cls: 2.0587, loss: 2.0587, grad_norm: 6.7568 2020-10-11 14:34:40,491 - mmaction - INFO - Epoch [17][780/3520] lr: 7.500e-03, eta: 1 day, 9:01:41, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7583, loss_cls: 2.0177, loss: 2.0177, grad_norm: 6.7265 2020-10-11 14:35:00,767 - mmaction - INFO - Epoch [17][800/3520] lr: 7.500e-03, eta: 1 day, 9:01:22, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7740, loss_cls: 1.9853, loss: 1.9853, grad_norm: 6.8735 2020-10-11 14:35:21,101 - mmaction - INFO - Epoch [17][820/3520] lr: 7.500e-03, eta: 1 day, 9:01:03, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7740, loss_cls: 2.0712, loss: 2.0712, grad_norm: 7.0332 2020-10-11 14:35:41,295 - mmaction - INFO - Epoch [17][840/3520] lr: 7.500e-03, eta: 1 day, 9:00:43, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7604, loss_cls: 2.0568, loss: 2.0568, grad_norm: 6.9142 2020-10-11 14:36:02,431 - mmaction - INFO - Epoch [17][860/3520] lr: 7.500e-03, eta: 1 day, 9:00:25, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7563, loss_cls: 2.0506, loss: 2.0506, grad_norm: 6.8769 2020-10-11 14:36:21,994 - mmaction - INFO - Epoch [17][880/3520] lr: 7.500e-03, eta: 1 day, 9:00:05, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7792, loss_cls: 2.0055, loss: 2.0055, grad_norm: 6.5988 2020-10-11 14:36:43,055 - mmaction - INFO - Epoch [17][900/3520] lr: 7.500e-03, eta: 1 day, 8:59:47, time: 1.054, data_time: 0.003, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9644, loss: 1.9644, grad_norm: 6.5080 2020-10-11 14:37:03,533 - mmaction - INFO - Epoch [17][920/3520] lr: 7.500e-03, eta: 1 day, 8:59:28, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7969, loss_cls: 1.9466, loss: 1.9466, grad_norm: 6.9705 2020-10-11 14:37:24,751 - mmaction - INFO - Epoch [17][940/3520] lr: 7.500e-03, eta: 1 day, 8:59:10, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7729, loss_cls: 1.9619, loss: 1.9619, grad_norm: 6.7277 2020-10-11 14:37:44,678 - mmaction - INFO - Epoch [17][960/3520] lr: 7.500e-03, eta: 1 day, 8:58:50, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7771, loss_cls: 2.0339, loss: 2.0339, grad_norm: 7.0232 2020-10-11 14:38:06,124 - mmaction - INFO - Epoch [17][980/3520] lr: 7.500e-03, eta: 1 day, 8:58:33, time: 1.072, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7635, loss_cls: 2.0459, loss: 2.0459, grad_norm: 6.7927 2020-10-11 14:38:26,536 - mmaction - INFO - Epoch [17][1000/3520] lr: 7.500e-03, eta: 1 day, 8:58:14, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7583, loss_cls: 2.0637, loss: 2.0637, grad_norm: 7.1212 2020-10-11 14:38:48,088 - mmaction - INFO - Epoch [17][1020/3520] lr: 7.500e-03, eta: 1 day, 8:57:57, time: 1.077, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7688, loss_cls: 2.0652, loss: 2.0652, grad_norm: 6.8379 2020-10-11 14:39:08,474 - mmaction - INFO - Epoch [17][1040/3520] lr: 7.500e-03, eta: 1 day, 8:57:38, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7865, loss_cls: 1.9739, loss: 1.9739, grad_norm: 6.8282 2020-10-11 14:39:29,713 - mmaction - INFO - Epoch [17][1060/3520] lr: 7.500e-03, eta: 1 day, 8:57:20, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7635, loss_cls: 2.0265, loss: 2.0265, grad_norm: 6.7478 2020-10-11 14:39:50,266 - mmaction - INFO - Epoch [17][1080/3520] lr: 7.500e-03, eta: 1 day, 8:57:02, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7615, loss_cls: 2.0260, loss: 2.0260, grad_norm: 6.9088 2020-10-11 14:40:09,931 - mmaction - INFO - Epoch [17][1100/3520] lr: 7.500e-03, eta: 1 day, 8:56:41, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7823, loss_cls: 1.9528, loss: 1.9528, grad_norm: 6.8072 2020-10-11 14:40:30,733 - mmaction - INFO - Epoch [17][1120/3520] lr: 7.500e-03, eta: 1 day, 8:56:23, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7906, loss_cls: 1.9680, loss: 1.9680, grad_norm: 6.7359 2020-10-11 14:40:50,618 - mmaction - INFO - Epoch [17][1140/3520] lr: 7.500e-03, eta: 1 day, 8:56:02, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7813, loss_cls: 1.9327, loss: 1.9327, grad_norm: 6.8086 2020-10-11 14:41:10,902 - mmaction - INFO - Epoch [17][1160/3520] lr: 7.500e-03, eta: 1 day, 8:55:43, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7542, loss_cls: 2.0601, loss: 2.0601, grad_norm: 6.9994 2020-10-11 14:41:31,411 - mmaction - INFO - Epoch [17][1180/3520] lr: 7.500e-03, eta: 1 day, 8:55:24, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7646, loss_cls: 2.0284, loss: 2.0284, grad_norm: 6.8135 2020-10-11 14:41:51,718 - mmaction - INFO - Epoch [17][1200/3520] lr: 7.500e-03, eta: 1 day, 8:55:05, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7604, loss_cls: 2.0677, loss: 2.0677, grad_norm: 6.9999 2020-10-11 14:42:11,706 - mmaction - INFO - Epoch [17][1220/3520] lr: 7.500e-03, eta: 1 day, 8:54:44, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 2.0545, loss: 2.0545, grad_norm: 6.8502 2020-10-11 14:42:31,978 - mmaction - INFO - Epoch [17][1240/3520] lr: 7.500e-03, eta: 1 day, 8:54:25, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.1606, loss: 2.1606, grad_norm: 6.9257 2020-10-11 14:42:52,472 - mmaction - INFO - Epoch [17][1260/3520] lr: 7.500e-03, eta: 1 day, 8:54:06, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7531, loss_cls: 2.0601, loss: 2.0601, grad_norm: 6.9103 2020-10-11 14:43:12,682 - mmaction - INFO - Epoch [17][1280/3520] lr: 7.500e-03, eta: 1 day, 8:53:46, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7667, loss_cls: 2.0801, loss: 2.0801, grad_norm: 6.7293 2020-10-11 14:43:33,458 - mmaction - INFO - Epoch [17][1300/3520] lr: 7.500e-03, eta: 1 day, 8:53:28, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7563, loss_cls: 2.0444, loss: 2.0444, grad_norm: 6.8800 2020-10-11 14:43:53,297 - mmaction - INFO - Epoch [17][1320/3520] lr: 7.500e-03, eta: 1 day, 8:53:08, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7521, loss_cls: 2.1104, loss: 2.1104, grad_norm: 7.0608 2020-10-11 14:44:13,611 - mmaction - INFO - Epoch [17][1340/3520] lr: 7.500e-03, eta: 1 day, 8:52:48, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7677, loss_cls: 2.0061, loss: 2.0061, grad_norm: 6.8071 2020-10-11 14:44:33,909 - mmaction - INFO - Epoch [17][1360/3520] lr: 7.500e-03, eta: 1 day, 8:52:29, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7760, loss_cls: 1.9672, loss: 1.9672, grad_norm: 6.5718 2020-10-11 14:44:54,158 - mmaction - INFO - Epoch [17][1380/3520] lr: 7.500e-03, eta: 1 day, 8:52:09, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7646, loss_cls: 2.0562, loss: 2.0562, grad_norm: 7.0178 2020-10-11 14:45:15,137 - mmaction - INFO - Epoch [17][1400/3520] lr: 7.500e-03, eta: 1 day, 8:51:51, time: 1.048, data_time: 0.002, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7844, loss_cls: 1.9189, loss: 1.9189, grad_norm: 6.6788 2020-10-11 14:45:34,930 - mmaction - INFO - Epoch [17][1420/3520] lr: 7.500e-03, eta: 1 day, 8:51:31, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7677, loss_cls: 2.0109, loss: 2.0109, grad_norm: 6.7886 2020-10-11 14:45:54,867 - mmaction - INFO - Epoch [17][1440/3520] lr: 7.500e-03, eta: 1 day, 8:51:11, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7948, loss_cls: 1.9332, loss: 1.9332, grad_norm: 6.7806 2020-10-11 14:46:15,365 - mmaction - INFO - Epoch [17][1460/3520] lr: 7.500e-03, eta: 1 day, 8:50:52, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7708, loss_cls: 2.0185, loss: 2.0185, grad_norm: 7.1179 2020-10-11 14:46:36,493 - mmaction - INFO - Epoch [17][1480/3520] lr: 7.500e-03, eta: 1 day, 8:50:34, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7896, loss_cls: 1.9372, loss: 1.9372, grad_norm: 6.7785 2020-10-11 14:46:56,676 - mmaction - INFO - Epoch [17][1500/3520] lr: 7.500e-03, eta: 1 day, 8:50:14, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7677, loss_cls: 2.0250, loss: 2.0250, grad_norm: 6.7807 2020-10-11 14:47:16,571 - mmaction - INFO - Epoch [17][1520/3520] lr: 7.500e-03, eta: 1 day, 8:49:54, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7833, loss_cls: 1.9157, loss: 1.9157, grad_norm: 6.9860 2020-10-11 14:47:36,641 - mmaction - INFO - Epoch [17][1540/3520] lr: 7.500e-03, eta: 1 day, 8:49:34, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7615, loss_cls: 2.0134, loss: 2.0134, grad_norm: 7.0642 2020-10-11 14:47:57,278 - mmaction - INFO - Epoch [17][1560/3520] lr: 7.500e-03, eta: 1 day, 8:49:16, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7708, loss_cls: 1.9621, loss: 1.9621, grad_norm: 6.6755 2020-10-11 14:48:17,617 - mmaction - INFO - Epoch [17][1580/3520] lr: 7.500e-03, eta: 1 day, 8:48:56, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7760, loss_cls: 2.0405, loss: 2.0405, grad_norm: 7.1620 2020-10-11 14:48:37,967 - mmaction - INFO - Epoch [17][1600/3520] lr: 7.500e-03, eta: 1 day, 8:48:37, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.9791, loss: 1.9791, grad_norm: 6.9800 2020-10-11 14:48:58,147 - mmaction - INFO - Epoch [17][1620/3520] lr: 7.500e-03, eta: 1 day, 8:48:17, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.0788, loss: 2.0788, grad_norm: 6.8976 2020-10-11 14:49:18,311 - mmaction - INFO - Epoch [17][1640/3520] lr: 7.500e-03, eta: 1 day, 8:47:58, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7698, loss_cls: 2.0646, loss: 2.0646, grad_norm: 7.1060 2020-10-11 14:49:39,098 - mmaction - INFO - Epoch [17][1660/3520] lr: 7.500e-03, eta: 1 day, 8:47:39, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7823, loss_cls: 1.9688, loss: 1.9688, grad_norm: 6.6958 2020-10-11 14:49:59,192 - mmaction - INFO - Epoch [17][1680/3520] lr: 7.500e-03, eta: 1 day, 8:47:19, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7781, loss_cls: 2.0389, loss: 2.0389, grad_norm: 6.9574 2020-10-11 14:50:19,634 - mmaction - INFO - Epoch [17][1700/3520] lr: 7.500e-03, eta: 1 day, 8:47:00, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7771, loss_cls: 1.9998, loss: 1.9998, grad_norm: 7.0657 2020-10-11 14:50:39,891 - mmaction - INFO - Epoch [17][1720/3520] lr: 7.500e-03, eta: 1 day, 8:46:41, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7760, loss_cls: 1.9976, loss: 1.9976, grad_norm: 7.1032 2020-10-11 14:51:00,244 - mmaction - INFO - Epoch [17][1740/3520] lr: 7.500e-03, eta: 1 day, 8:46:22, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7750, loss_cls: 2.0056, loss: 2.0056, grad_norm: 6.9963 2020-10-11 14:51:20,682 - mmaction - INFO - Epoch [17][1760/3520] lr: 7.500e-03, eta: 1 day, 8:46:02, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7500, loss_cls: 2.1279, loss: 2.1279, grad_norm: 6.8608 2020-10-11 14:51:40,826 - mmaction - INFO - Epoch [17][1780/3520] lr: 7.500e-03, eta: 1 day, 8:45:43, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7750, loss_cls: 1.9969, loss: 1.9969, grad_norm: 6.8189 2020-10-11 14:52:01,523 - mmaction - INFO - Epoch [17][1800/3520] lr: 7.500e-03, eta: 1 day, 8:45:24, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7771, loss_cls: 2.0160, loss: 2.0160, grad_norm: 6.8890 2020-10-11 14:52:22,748 - mmaction - INFO - Epoch [17][1820/3520] lr: 7.500e-03, eta: 1 day, 8:45:06, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7531, loss_cls: 2.1059, loss: 2.1059, grad_norm: 6.8203 2020-10-11 14:52:42,815 - mmaction - INFO - Epoch [17][1840/3520] lr: 7.500e-03, eta: 1 day, 8:44:47, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7552, loss_cls: 2.0551, loss: 2.0551, grad_norm: 6.8744 2020-10-11 14:53:02,673 - mmaction - INFO - Epoch [17][1860/3520] lr: 7.500e-03, eta: 1 day, 8:44:26, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7938, loss_cls: 1.9275, loss: 1.9275, grad_norm: 6.7186 2020-10-11 14:53:23,608 - mmaction - INFO - Epoch [17][1880/3520] lr: 7.500e-03, eta: 1 day, 8:44:08, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7688, loss_cls: 1.9760, loss: 1.9760, grad_norm: 6.7290 2020-10-11 14:53:43,509 - mmaction - INFO - Epoch [17][1900/3520] lr: 7.500e-03, eta: 1 day, 8:43:48, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7854, loss_cls: 2.0112, loss: 2.0112, grad_norm: 7.1181 2020-10-11 14:54:03,670 - mmaction - INFO - Epoch [17][1920/3520] lr: 7.500e-03, eta: 1 day, 8:43:28, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7458, loss_cls: 2.0391, loss: 2.0391, grad_norm: 6.9060 2020-10-11 14:54:23,978 - mmaction - INFO - Epoch [17][1940/3520] lr: 7.500e-03, eta: 1 day, 8:43:09, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7635, loss_cls: 2.0352, loss: 2.0352, grad_norm: 6.9362 2020-10-11 14:54:44,692 - mmaction - INFO - Epoch [17][1960/3520] lr: 7.500e-03, eta: 1 day, 8:42:50, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7271, loss_cls: 2.1905, loss: 2.1905, grad_norm: 6.7571 2020-10-11 14:55:04,888 - mmaction - INFO - Epoch [17][1980/3520] lr: 7.500e-03, eta: 1 day, 8:42:31, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7469, loss_cls: 2.0399, loss: 2.0399, grad_norm: 6.5895 2020-10-11 14:55:25,140 - mmaction - INFO - Epoch [17][2000/3520] lr: 7.500e-03, eta: 1 day, 8:42:11, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7750, loss_cls: 1.9876, loss: 1.9876, grad_norm: 6.8990 2020-10-11 14:55:45,526 - mmaction - INFO - Epoch [17][2020/3520] lr: 7.500e-03, eta: 1 day, 8:41:52, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7406, loss_cls: 2.0904, loss: 2.0904, grad_norm: 6.8729 2020-10-11 14:56:05,926 - mmaction - INFO - Epoch [17][2040/3520] lr: 7.500e-03, eta: 1 day, 8:41:33, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7573, loss_cls: 2.0337, loss: 2.0337, grad_norm: 6.8850 2020-10-11 14:56:26,713 - mmaction - INFO - Epoch [17][2060/3520] lr: 7.500e-03, eta: 1 day, 8:41:14, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7604, loss_cls: 2.0147, loss: 2.0147, grad_norm: 7.0103 2020-10-11 14:56:46,782 - mmaction - INFO - Epoch [17][2080/3520] lr: 7.500e-03, eta: 1 day, 8:40:54, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7771, loss_cls: 2.0200, loss: 2.0200, grad_norm: 6.8276 2020-10-11 14:57:07,378 - mmaction - INFO - Epoch [17][2100/3520] lr: 7.500e-03, eta: 1 day, 8:40:35, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7896, loss_cls: 1.9324, loss: 1.9324, grad_norm: 6.9854 2020-10-11 14:57:27,935 - mmaction - INFO - Epoch [17][2120/3520] lr: 7.500e-03, eta: 1 day, 8:40:17, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7740, loss_cls: 2.0208, loss: 2.0208, grad_norm: 6.8693 2020-10-11 14:57:48,839 - mmaction - INFO - Epoch [17][2140/3520] lr: 7.500e-03, eta: 1 day, 8:39:58, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 1.9796, loss: 1.9796, grad_norm: 6.9021 2020-10-11 14:58:09,274 - mmaction - INFO - Epoch [17][2160/3520] lr: 7.500e-03, eta: 1 day, 8:39:39, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7729, loss_cls: 2.0126, loss: 2.0126, grad_norm: 7.1337 2020-10-11 14:58:30,881 - mmaction - INFO - Epoch [17][2180/3520] lr: 7.500e-03, eta: 1 day, 8:39:22, time: 1.079, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7625, loss_cls: 2.0468, loss: 2.0468, grad_norm: 6.7874 2020-10-11 14:58:51,953 - mmaction - INFO - Epoch [17][2200/3520] lr: 7.500e-03, eta: 1 day, 8:39:05, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7865, loss_cls: 1.9448, loss: 1.9448, grad_norm: 6.9393 2020-10-11 14:59:12,804 - mmaction - INFO - Epoch [17][2220/3520] lr: 7.500e-03, eta: 1 day, 8:38:46, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7531, loss_cls: 2.0538, loss: 2.0538, grad_norm: 7.1337 2020-10-11 14:59:32,756 - mmaction - INFO - Epoch [17][2240/3520] lr: 7.500e-03, eta: 1 day, 8:38:26, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7542, loss_cls: 2.0020, loss: 2.0020, grad_norm: 6.7633 2020-10-11 14:59:53,332 - mmaction - INFO - Epoch [17][2260/3520] lr: 7.500e-03, eta: 1 day, 8:38:07, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7469, loss_cls: 2.1203, loss: 2.1203, grad_norm: 7.1323 2020-10-11 15:00:14,580 - mmaction - INFO - Epoch [17][2280/3520] lr: 7.500e-03, eta: 1 day, 8:37:49, time: 1.053, data_time: 0.003, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7656, loss_cls: 2.0629, loss: 2.0629, grad_norm: 6.9452 2020-10-11 15:00:35,593 - mmaction - INFO - Epoch [17][2300/3520] lr: 7.500e-03, eta: 1 day, 8:37:32, time: 1.061, data_time: 0.023, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7687, loss_cls: 2.0009, loss: 2.0009, grad_norm: 6.9869 2020-10-11 15:00:55,575 - mmaction - INFO - Epoch [17][2320/3520] lr: 7.500e-03, eta: 1 day, 8:37:12, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7792, loss_cls: 1.9529, loss: 1.9529, grad_norm: 6.8926 2020-10-11 15:01:16,823 - mmaction - INFO - Epoch [17][2340/3520] lr: 7.500e-03, eta: 1 day, 8:36:54, time: 1.062, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7708, loss_cls: 2.0038, loss: 2.0038, grad_norm: 6.8902 2020-10-11 15:01:37,133 - mmaction - INFO - Epoch [17][2360/3520] lr: 7.500e-03, eta: 1 day, 8:36:35, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7583, loss_cls: 2.0762, loss: 2.0762, grad_norm: 7.1228 2020-10-11 15:01:59,456 - mmaction - INFO - Epoch [17][2380/3520] lr: 7.500e-03, eta: 1 day, 8:36:19, time: 1.116, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7552, loss_cls: 2.0977, loss: 2.0977, grad_norm: 6.5753 2020-10-11 15:02:20,016 - mmaction - INFO - Epoch [17][2400/3520] lr: 7.500e-03, eta: 1 day, 8:36:00, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7667, loss_cls: 1.9465, loss: 1.9465, grad_norm: 6.6567 2020-10-11 15:02:40,497 - mmaction - INFO - Epoch [17][2420/3520] lr: 7.500e-03, eta: 1 day, 8:35:41, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7667, loss_cls: 2.0635, loss: 2.0635, grad_norm: 6.6378 2020-10-11 15:03:01,704 - mmaction - INFO - Epoch [17][2440/3520] lr: 7.500e-03, eta: 1 day, 8:35:24, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7740, loss_cls: 2.0456, loss: 2.0456, grad_norm: 6.6112 2020-10-11 15:03:22,341 - mmaction - INFO - Epoch [17][2460/3520] lr: 7.500e-03, eta: 1 day, 8:35:05, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7583, loss_cls: 2.0612, loss: 2.0612, grad_norm: 6.8841 2020-10-11 15:03:42,900 - mmaction - INFO - Epoch [17][2480/3520] lr: 7.500e-03, eta: 1 day, 8:34:46, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9750, loss: 1.9750, grad_norm: 7.1006 2020-10-11 15:04:03,824 - mmaction - INFO - Epoch [17][2500/3520] lr: 7.500e-03, eta: 1 day, 8:34:28, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7354, loss_cls: 2.1382, loss: 2.1382, grad_norm: 7.2373 2020-10-11 15:04:24,301 - mmaction - INFO - Epoch [17][2520/3520] lr: 7.500e-03, eta: 1 day, 8:34:09, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7490, loss_cls: 2.1016, loss: 2.1016, grad_norm: 6.8359 2020-10-11 15:04:44,772 - mmaction - INFO - Epoch [17][2540/3520] lr: 7.500e-03, eta: 1 day, 8:33:49, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7865, loss_cls: 2.0024, loss: 2.0024, grad_norm: 6.6824 2020-10-11 15:05:06,312 - mmaction - INFO - Epoch [17][2560/3520] lr: 7.500e-03, eta: 1 day, 8:33:32, time: 1.077, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7458, loss_cls: 2.1119, loss: 2.1119, grad_norm: 7.1907 2020-10-11 15:05:27,790 - mmaction - INFO - Epoch [17][2580/3520] lr: 7.500e-03, eta: 1 day, 8:33:15, time: 1.074, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7625, loss_cls: 2.0813, loss: 2.0813, grad_norm: 7.0308 2020-10-11 15:05:48,631 - mmaction - INFO - Epoch [17][2600/3520] lr: 7.500e-03, eta: 1 day, 8:32:57, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7781, loss_cls: 1.9735, loss: 1.9735, grad_norm: 6.9438 2020-10-11 15:06:09,785 - mmaction - INFO - Epoch [17][2620/3520] lr: 7.500e-03, eta: 1 day, 8:32:39, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7531, loss_cls: 2.0715, loss: 2.0715, grad_norm: 6.9377 2020-10-11 15:06:30,120 - mmaction - INFO - Epoch [17][2640/3520] lr: 7.500e-03, eta: 1 day, 8:32:20, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7635, loss_cls: 2.0766, loss: 2.0766, grad_norm: 6.7760 2020-10-11 15:06:50,345 - mmaction - INFO - Epoch [17][2660/3520] lr: 7.500e-03, eta: 1 day, 8:32:00, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7417, loss_cls: 2.1450, loss: 2.1450, grad_norm: 6.9264 2020-10-11 15:07:11,707 - mmaction - INFO - Epoch [17][2680/3520] lr: 7.500e-03, eta: 1 day, 8:31:43, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7542, loss_cls: 2.1058, loss: 2.1058, grad_norm: 7.0701 2020-10-11 15:07:31,650 - mmaction - INFO - Epoch [17][2700/3520] lr: 7.500e-03, eta: 1 day, 8:31:23, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7865, loss_cls: 1.9506, loss: 1.9506, grad_norm: 6.6653 2020-10-11 15:07:52,126 - mmaction - INFO - Epoch [17][2720/3520] lr: 7.500e-03, eta: 1 day, 8:31:04, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7917, loss_cls: 1.8544, loss: 1.8544, grad_norm: 6.8243 2020-10-11 15:08:13,570 - mmaction - INFO - Epoch [17][2740/3520] lr: 7.500e-03, eta: 1 day, 8:30:46, time: 1.073, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7635, loss_cls: 2.0591, loss: 2.0591, grad_norm: 7.0952 2020-10-11 15:08:34,665 - mmaction - INFO - Epoch [17][2760/3520] lr: 7.500e-03, eta: 1 day, 8:30:28, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7406, loss_cls: 2.1315, loss: 2.1315, grad_norm: 6.8600 2020-10-11 15:08:55,384 - mmaction - INFO - Epoch [17][2780/3520] lr: 7.500e-03, eta: 1 day, 8:30:10, time: 1.038, data_time: 0.009, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7615, loss_cls: 2.0679, loss: 2.0679, grad_norm: 6.9841 2020-10-11 15:09:16,283 - mmaction - INFO - Epoch [17][2800/3520] lr: 7.500e-03, eta: 1 day, 8:29:52, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7781, loss_cls: 1.9858, loss: 1.9858, grad_norm: 6.9464 2020-10-11 15:09:37,775 - mmaction - INFO - Epoch [17][2820/3520] lr: 7.500e-03, eta: 1 day, 8:29:35, time: 1.076, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7708, loss_cls: 2.0324, loss: 2.0324, grad_norm: 6.5509 2020-10-11 15:09:58,563 - mmaction - INFO - Epoch [17][2840/3520] lr: 7.500e-03, eta: 1 day, 8:29:16, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.5323, top5_acc: 0.7969, loss_cls: 1.9375, loss: 1.9375, grad_norm: 6.7931 2020-10-11 15:10:18,275 - mmaction - INFO - Epoch [17][2860/3520] lr: 7.500e-03, eta: 1 day, 8:28:55, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7573, loss_cls: 1.9789, loss: 1.9789, grad_norm: 6.8256 2020-10-11 15:10:40,940 - mmaction - INFO - Epoch [17][2880/3520] lr: 7.500e-03, eta: 1 day, 8:28:41, time: 1.134, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7667, loss_cls: 2.0285, loss: 2.0285, grad_norm: 6.7583 2020-10-11 15:11:00,829 - mmaction - INFO - Epoch [17][2900/3520] lr: 7.500e-03, eta: 1 day, 8:28:20, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7583, loss_cls: 2.0824, loss: 2.0824, grad_norm: 6.7851 2020-10-11 15:11:20,835 - mmaction - INFO - Epoch [17][2920/3520] lr: 7.500e-03, eta: 1 day, 8:28:00, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7750, loss_cls: 2.0609, loss: 2.0609, grad_norm: 6.7992 2020-10-11 15:11:41,236 - mmaction - INFO - Epoch [17][2940/3520] lr: 7.500e-03, eta: 1 day, 8:27:41, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7927, loss_cls: 1.9603, loss: 1.9603, grad_norm: 6.9213 2020-10-11 15:12:01,978 - mmaction - INFO - Epoch [17][2960/3520] lr: 7.500e-03, eta: 1 day, 8:27:22, time: 1.037, data_time: 0.004, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7896, loss_cls: 2.0186, loss: 2.0186, grad_norm: 7.0168 2020-10-11 15:12:22,538 - mmaction - INFO - Epoch [17][2980/3520] lr: 7.500e-03, eta: 1 day, 8:27:03, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7500, loss_cls: 2.0753, loss: 2.0753, grad_norm: 6.6851 2020-10-11 15:12:42,656 - mmaction - INFO - Epoch [17][3000/3520] lr: 7.500e-03, eta: 1 day, 8:26:44, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7531, loss_cls: 2.0922, loss: 2.0922, grad_norm: 6.7119 2020-10-11 15:13:04,468 - mmaction - INFO - Epoch [17][3020/3520] lr: 7.500e-03, eta: 1 day, 8:26:27, time: 1.090, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7531, loss_cls: 2.1040, loss: 2.1040, grad_norm: 6.6998 2020-10-11 15:13:24,686 - mmaction - INFO - Epoch [17][3040/3520] lr: 7.500e-03, eta: 1 day, 8:26:07, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7490, loss_cls: 2.0718, loss: 2.0718, grad_norm: 6.7805 2020-10-11 15:13:45,210 - mmaction - INFO - Epoch [17][3060/3520] lr: 7.500e-03, eta: 1 day, 8:25:48, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7865, loss_cls: 1.9957, loss: 1.9957, grad_norm: 7.1696 2020-10-11 15:14:06,275 - mmaction - INFO - Epoch [17][3080/3520] lr: 7.500e-03, eta: 1 day, 8:25:30, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7490, loss_cls: 2.1139, loss: 2.1139, grad_norm: 6.9623 2020-10-11 15:14:27,990 - mmaction - INFO - Epoch [17][3100/3520] lr: 7.500e-03, eta: 1 day, 8:25:14, time: 1.085, data_time: 0.004, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7573, loss_cls: 2.0622, loss: 2.0622, grad_norm: 7.1016 2020-10-11 15:14:47,805 - mmaction - INFO - Epoch [17][3120/3520] lr: 7.500e-03, eta: 1 day, 8:24:53, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7844, loss_cls: 1.9901, loss: 1.9901, grad_norm: 6.8300 2020-10-11 15:15:09,732 - mmaction - INFO - Epoch [17][3140/3520] lr: 7.500e-03, eta: 1 day, 8:24:37, time: 1.096, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7438, loss_cls: 2.0506, loss: 2.0506, grad_norm: 7.0252 2020-10-11 15:15:30,506 - mmaction - INFO - Epoch [17][3160/3520] lr: 7.500e-03, eta: 1 day, 8:24:18, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7802, loss_cls: 1.9963, loss: 1.9963, grad_norm: 6.9047 2020-10-11 15:15:50,849 - mmaction - INFO - Epoch [17][3180/3520] lr: 7.500e-03, eta: 1 day, 8:23:59, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7646, loss_cls: 1.9611, loss: 1.9611, grad_norm: 6.6892 2020-10-11 15:16:11,523 - mmaction - INFO - Epoch [17][3200/3520] lr: 7.500e-03, eta: 1 day, 8:23:40, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7542, loss_cls: 2.0564, loss: 2.0564, grad_norm: 7.0887 2020-10-11 15:16:33,261 - mmaction - INFO - Epoch [17][3220/3520] lr: 7.500e-03, eta: 1 day, 8:23:24, time: 1.085, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7635, loss_cls: 1.9929, loss: 1.9929, grad_norm: 6.6567 2020-10-11 15:16:53,907 - mmaction - INFO - Epoch [17][3240/3520] lr: 7.500e-03, eta: 1 day, 8:23:05, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7875, loss_cls: 2.0071, loss: 2.0071, grad_norm: 6.8921 2020-10-11 15:17:16,317 - mmaction - INFO - Epoch [17][3260/3520] lr: 7.500e-03, eta: 1 day, 8:22:49, time: 1.122, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7854, loss_cls: 1.9500, loss: 1.9500, grad_norm: 6.7466 2020-10-11 15:17:36,333 - mmaction - INFO - Epoch [17][3280/3520] lr: 7.500e-03, eta: 1 day, 8:22:29, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7750, loss_cls: 2.0156, loss: 2.0156, grad_norm: 7.0416 2020-10-11 15:17:58,174 - mmaction - INFO - Epoch [17][3300/3520] lr: 7.500e-03, eta: 1 day, 8:22:13, time: 1.092, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7531, loss_cls: 2.0773, loss: 2.0773, grad_norm: 6.6725 2020-10-11 15:18:19,826 - mmaction - INFO - Epoch [17][3320/3520] lr: 7.500e-03, eta: 1 day, 8:21:56, time: 1.083, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7646, loss_cls: 2.0232, loss: 2.0232, grad_norm: 6.7779 2020-10-11 15:18:40,509 - mmaction - INFO - Epoch [17][3340/3520] lr: 7.500e-03, eta: 1 day, 8:21:37, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7438, loss_cls: 2.1332, loss: 2.1332, grad_norm: 7.0006 2020-10-11 15:19:00,720 - mmaction - INFO - Epoch [17][3360/3520] lr: 7.500e-03, eta: 1 day, 8:21:18, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7896, loss_cls: 1.9405, loss: 1.9405, grad_norm: 6.9577 2020-10-11 15:19:21,484 - mmaction - INFO - Epoch [17][3380/3520] lr: 7.500e-03, eta: 1 day, 8:20:59, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7542, loss_cls: 2.0662, loss: 2.0662, grad_norm: 7.1575 2020-10-11 15:19:42,209 - mmaction - INFO - Epoch [17][3400/3520] lr: 7.500e-03, eta: 1 day, 8:20:40, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7583, loss_cls: 2.1435, loss: 2.1435, grad_norm: 7.0359 2020-10-11 15:20:03,017 - mmaction - INFO - Epoch [17][3420/3520] lr: 7.500e-03, eta: 1 day, 8:20:22, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7750, loss_cls: 2.0837, loss: 2.0837, grad_norm: 6.8798 2020-10-11 15:20:23,723 - mmaction - INFO - Epoch [17][3440/3520] lr: 7.500e-03, eta: 1 day, 8:20:03, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7531, loss_cls: 2.0569, loss: 2.0569, grad_norm: 6.9527 2020-10-11 15:20:43,960 - mmaction - INFO - Epoch [17][3460/3520] lr: 7.500e-03, eta: 1 day, 8:19:44, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7552, loss_cls: 2.0575, loss: 2.0575, grad_norm: 6.6814 2020-10-11 15:21:04,932 - mmaction - INFO - Epoch [17][3480/3520] lr: 7.500e-03, eta: 1 day, 8:19:25, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7781, loss_cls: 1.9814, loss: 1.9814, grad_norm: 6.8229 2020-10-11 15:21:25,465 - mmaction - INFO - Epoch [17][3500/3520] lr: 7.500e-03, eta: 1 day, 8:19:06, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7854, loss_cls: 1.8895, loss: 1.8895, grad_norm: 6.9430 2020-10-11 15:21:46,136 - mmaction - INFO - Epoch [17][3520/3520] lr: 7.500e-03, eta: 1 day, 8:18:47, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.5130, top5_acc: 0.7793, loss_cls: 1.9592, loss: 1.9592, grad_norm: 6.7418 2020-10-11 15:21:46,468 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-10-11 15:22:20,253 - mmaction - INFO - Epoch [18][20/3520] lr: 7.500e-03, eta: 1 day, 8:18:53, time: 1.663, data_time: 0.670, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7927, loss_cls: 1.8923, loss: 1.8923, grad_norm: 6.4258 2020-10-11 15:22:39,446 - mmaction - INFO - Epoch [18][40/3520] lr: 7.500e-03, eta: 1 day, 8:18:31, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7583, loss_cls: 1.9721, loss: 1.9721, grad_norm: 6.9223 2020-10-11 15:22:59,818 - mmaction - INFO - Epoch [18][60/3520] lr: 7.500e-03, eta: 1 day, 8:18:12, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7625, loss_cls: 2.0609, loss: 2.0609, grad_norm: 6.8843 2020-10-11 15:23:20,230 - mmaction - INFO - Epoch [18][80/3520] lr: 7.500e-03, eta: 1 day, 8:17:53, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7708, loss_cls: 1.9433, loss: 1.9433, grad_norm: 6.8328 2020-10-11 15:23:41,384 - mmaction - INFO - Epoch [18][100/3520] lr: 7.500e-03, eta: 1 day, 8:17:35, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7802, loss_cls: 1.9563, loss: 1.9563, grad_norm: 6.7712 2020-10-11 15:24:01,724 - mmaction - INFO - Epoch [18][120/3520] lr: 7.500e-03, eta: 1 day, 8:17:15, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7948, loss_cls: 1.9535, loss: 1.9535, grad_norm: 6.4739 2020-10-11 15:24:22,359 - mmaction - INFO - Epoch [18][140/3520] lr: 7.500e-03, eta: 1 day, 8:16:57, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7365, loss_cls: 2.1220, loss: 2.1220, grad_norm: 6.8903 2020-10-11 15:24:42,433 - mmaction - INFO - Epoch [18][160/3520] lr: 7.500e-03, eta: 1 day, 8:16:37, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7760, loss_cls: 1.9215, loss: 1.9215, grad_norm: 6.6722 2020-10-11 15:25:03,707 - mmaction - INFO - Epoch [18][180/3520] lr: 7.500e-03, eta: 1 day, 8:16:19, time: 1.064, data_time: 0.004, memory: 10390, top1_acc: 0.5417, top5_acc: 0.8010, loss_cls: 1.8130, loss: 1.8130, grad_norm: 6.5779 2020-10-11 15:25:24,089 - mmaction - INFO - Epoch [18][200/3520] lr: 7.500e-03, eta: 1 day, 8:16:00, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7552, loss_cls: 2.0153, loss: 2.0153, grad_norm: 6.9108 2020-10-11 15:25:44,165 - mmaction - INFO - Epoch [18][220/3520] lr: 7.500e-03, eta: 1 day, 8:15:40, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.5260, top5_acc: 0.8094, loss_cls: 1.8362, loss: 1.8362, grad_norm: 7.0027 2020-10-11 15:26:04,865 - mmaction - INFO - Epoch [18][240/3520] lr: 7.500e-03, eta: 1 day, 8:15:21, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.5313, top5_acc: 0.7854, loss_cls: 1.9134, loss: 1.9134, grad_norm: 6.9067 2020-10-11 15:26:25,987 - mmaction - INFO - Epoch [18][260/3520] lr: 7.500e-03, eta: 1 day, 8:15:03, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7823, loss_cls: 1.9929, loss: 1.9929, grad_norm: 6.8536 2020-10-11 15:26:46,777 - mmaction - INFO - Epoch [18][280/3520] lr: 7.500e-03, eta: 1 day, 8:14:44, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7802, loss_cls: 1.8878, loss: 1.8878, grad_norm: 6.9409 2020-10-11 15:27:08,234 - mmaction - INFO - Epoch [18][300/3520] lr: 7.500e-03, eta: 1 day, 8:14:27, time: 1.071, data_time: 0.007, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7937, loss_cls: 1.9103, loss: 1.9103, grad_norm: 6.7694 2020-10-11 15:27:29,089 - mmaction - INFO - Epoch [18][320/3520] lr: 7.500e-03, eta: 1 day, 8:14:09, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7656, loss_cls: 2.0205, loss: 2.0205, grad_norm: 7.1069 2020-10-11 15:27:50,989 - mmaction - INFO - Epoch [18][340/3520] lr: 7.500e-03, eta: 1 day, 8:13:52, time: 1.095, data_time: 0.005, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7875, loss_cls: 1.9279, loss: 1.9279, grad_norm: 6.8149 2020-10-11 15:28:10,937 - mmaction - INFO - Epoch [18][360/3520] lr: 7.500e-03, eta: 1 day, 8:13:32, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7760, loss_cls: 1.9629, loss: 1.9629, grad_norm: 7.1390 2020-10-11 15:28:31,942 - mmaction - INFO - Epoch [18][380/3520] lr: 7.500e-03, eta: 1 day, 8:13:14, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7521, loss_cls: 2.1035, loss: 2.1035, grad_norm: 7.1272 2020-10-11 15:28:52,915 - mmaction - INFO - Epoch [18][400/3520] lr: 7.500e-03, eta: 1 day, 8:12:56, time: 1.049, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7719, loss_cls: 2.0201, loss: 2.0201, grad_norm: 6.8249 2020-10-11 15:29:12,909 - mmaction - INFO - Epoch [18][420/3520] lr: 7.500e-03, eta: 1 day, 8:12:35, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7646, loss_cls: 2.0677, loss: 2.0677, grad_norm: 6.8075 2020-10-11 15:29:33,483 - mmaction - INFO - Epoch [18][440/3520] lr: 7.500e-03, eta: 1 day, 8:12:16, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7646, loss_cls: 1.9375, loss: 1.9375, grad_norm: 6.7318 2020-10-11 15:29:54,138 - mmaction - INFO - Epoch [18][460/3520] lr: 7.500e-03, eta: 1 day, 8:11:58, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.5708, top5_acc: 0.8104, loss_cls: 1.7514, loss: 1.7514, grad_norm: 6.3347 2020-10-11 15:30:16,487 - mmaction - INFO - Epoch [18][480/3520] lr: 7.500e-03, eta: 1 day, 8:11:42, time: 1.118, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7615, loss_cls: 1.9535, loss: 1.9535, grad_norm: 7.0917 2020-10-11 15:30:37,037 - mmaction - INFO - Epoch [18][500/3520] lr: 7.500e-03, eta: 1 day, 8:11:23, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7750, loss_cls: 2.0175, loss: 2.0175, grad_norm: 6.9863 2020-10-11 15:30:58,470 - mmaction - INFO - Epoch [18][520/3520] lr: 7.500e-03, eta: 1 day, 8:11:06, time: 1.072, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 2.0036, loss: 2.0036, grad_norm: 7.0106 2020-10-11 15:31:18,415 - mmaction - INFO - Epoch [18][540/3520] lr: 7.500e-03, eta: 1 day, 8:10:45, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7823, loss_cls: 1.9679, loss: 1.9679, grad_norm: 7.0107 2020-10-11 15:31:39,888 - mmaction - INFO - Epoch [18][560/3520] lr: 7.500e-03, eta: 1 day, 8:10:28, time: 1.074, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7833, loss_cls: 1.9994, loss: 1.9994, grad_norm: 6.8057 2020-10-11 15:32:01,455 - mmaction - INFO - Epoch [18][580/3520] lr: 7.500e-03, eta: 1 day, 8:10:11, time: 1.078, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7771, loss_cls: 2.0048, loss: 2.0048, grad_norm: 6.9776 2020-10-11 15:32:21,049 - mmaction - INFO - Epoch [18][600/3520] lr: 7.500e-03, eta: 1 day, 8:09:50, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7823, loss_cls: 1.9301, loss: 1.9301, grad_norm: 6.8049 2020-10-11 15:32:41,945 - mmaction - INFO - Epoch [18][620/3520] lr: 7.500e-03, eta: 1 day, 8:09:32, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7708, loss_cls: 2.0227, loss: 2.0227, grad_norm: 6.8824 2020-10-11 15:33:02,324 - mmaction - INFO - Epoch [18][640/3520] lr: 7.500e-03, eta: 1 day, 8:09:12, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7781, loss_cls: 1.9778, loss: 1.9778, grad_norm: 6.9998 2020-10-11 15:33:24,236 - mmaction - INFO - Epoch [18][660/3520] lr: 7.500e-03, eta: 1 day, 8:08:56, time: 1.096, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7698, loss_cls: 1.9738, loss: 1.9738, grad_norm: 6.7454 2020-10-11 15:33:45,255 - mmaction - INFO - Epoch [18][680/3520] lr: 7.500e-03, eta: 1 day, 8:08:38, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.5365, top5_acc: 0.7740, loss_cls: 1.9369, loss: 1.9369, grad_norm: 6.6362 2020-10-11 15:34:05,935 - mmaction - INFO - Epoch [18][700/3520] lr: 7.500e-03, eta: 1 day, 8:08:19, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.5323, top5_acc: 0.7781, loss_cls: 1.9387, loss: 1.9387, grad_norm: 6.9177 2020-10-11 15:34:26,701 - mmaction - INFO - Epoch [18][720/3520] lr: 7.500e-03, eta: 1 day, 8:08:00, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7948, loss_cls: 1.9136, loss: 1.9136, grad_norm: 7.0231 2020-10-11 15:34:47,063 - mmaction - INFO - Epoch [18][740/3520] lr: 7.500e-03, eta: 1 day, 8:07:41, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7844, loss_cls: 1.9382, loss: 1.9382, grad_norm: 6.7387 2020-10-11 15:35:08,734 - mmaction - INFO - Epoch [18][760/3520] lr: 7.500e-03, eta: 1 day, 8:07:24, time: 1.084, data_time: 0.003, memory: 10390, top1_acc: 0.5385, top5_acc: 0.7781, loss_cls: 1.9258, loss: 1.9258, grad_norm: 6.8784 2020-10-11 15:35:29,893 - mmaction - INFO - Epoch [18][780/3520] lr: 7.500e-03, eta: 1 day, 8:07:06, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7813, loss_cls: 1.9267, loss: 1.9267, grad_norm: 7.0062 2020-10-11 15:35:50,694 - mmaction - INFO - Epoch [18][800/3520] lr: 7.500e-03, eta: 1 day, 8:06:47, time: 1.040, data_time: 0.004, memory: 10390, top1_acc: 0.5115, top5_acc: 0.8010, loss_cls: 1.9020, loss: 1.9020, grad_norm: 6.9655 2020-10-11 15:36:10,918 - mmaction - INFO - Epoch [18][820/3520] lr: 7.500e-03, eta: 1 day, 8:06:28, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7458, loss_cls: 2.0807, loss: 2.0807, grad_norm: 7.1094 2020-10-11 15:36:31,915 - mmaction - INFO - Epoch [18][840/3520] lr: 7.500e-03, eta: 1 day, 8:06:09, time: 1.049, data_time: 0.004, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7542, loss_cls: 2.0283, loss: 2.0283, grad_norm: 6.9033 2020-10-11 15:36:53,070 - mmaction - INFO - Epoch [18][860/3520] lr: 7.500e-03, eta: 1 day, 8:05:51, time: 1.057, data_time: 0.004, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7500, loss_cls: 2.1387, loss: 2.1387, grad_norm: 7.0199 2020-10-11 15:37:13,367 - mmaction - INFO - Epoch [18][880/3520] lr: 7.500e-03, eta: 1 day, 8:05:32, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7740, loss_cls: 2.0368, loss: 2.0368, grad_norm: 7.1561 2020-10-11 15:37:34,138 - mmaction - INFO - Epoch [18][900/3520] lr: 7.500e-03, eta: 1 day, 8:05:13, time: 1.038, data_time: 0.004, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7729, loss_cls: 1.9301, loss: 1.9301, grad_norm: 6.8521 2020-10-11 15:37:54,397 - mmaction - INFO - Epoch [18][920/3520] lr: 7.500e-03, eta: 1 day, 8:04:54, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7729, loss_cls: 2.0026, loss: 2.0026, grad_norm: 7.2715 2020-10-11 15:38:16,058 - mmaction - INFO - Epoch [18][940/3520] lr: 7.500e-03, eta: 1 day, 8:04:37, time: 1.082, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7719, loss_cls: 2.0847, loss: 2.0847, grad_norm: 7.3308 2020-10-11 15:38:36,344 - mmaction - INFO - Epoch [18][960/3520] lr: 7.500e-03, eta: 1 day, 8:04:17, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7719, loss_cls: 1.9881, loss: 1.9881, grad_norm: 6.8745 2020-10-11 15:38:56,661 - mmaction - INFO - Epoch [18][980/3520] lr: 7.500e-03, eta: 1 day, 8:03:57, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7813, loss_cls: 1.9470, loss: 1.9470, grad_norm: 6.7992 2020-10-11 15:39:17,696 - mmaction - INFO - Epoch [18][1000/3520] lr: 7.500e-03, eta: 1 day, 8:03:39, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7750, loss_cls: 1.9502, loss: 1.9502, grad_norm: 6.6432 2020-10-11 15:39:39,142 - mmaction - INFO - Epoch [18][1020/3520] lr: 7.500e-03, eta: 1 day, 8:03:22, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7802, loss_cls: 1.9444, loss: 1.9444, grad_norm: 6.7301 2020-10-11 15:40:00,004 - mmaction - INFO - Epoch [18][1040/3520] lr: 7.500e-03, eta: 1 day, 8:03:03, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7604, loss_cls: 2.0365, loss: 2.0365, grad_norm: 6.9626 2020-10-11 15:40:20,881 - mmaction - INFO - Epoch [18][1060/3520] lr: 7.500e-03, eta: 1 day, 8:02:45, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7844, loss_cls: 1.8905, loss: 1.8905, grad_norm: 6.8808 2020-10-11 15:40:41,469 - mmaction - INFO - Epoch [18][1080/3520] lr: 7.500e-03, eta: 1 day, 8:02:26, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7781, loss_cls: 1.9090, loss: 1.9090, grad_norm: 6.9019 2020-10-11 15:41:02,511 - mmaction - INFO - Epoch [18][1100/3520] lr: 7.500e-03, eta: 1 day, 8:02:08, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7615, loss_cls: 2.0140, loss: 2.0140, grad_norm: 7.0423 2020-10-11 15:41:22,663 - mmaction - INFO - Epoch [18][1120/3520] lr: 7.500e-03, eta: 1 day, 8:01:48, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7542, loss_cls: 2.0832, loss: 2.0832, grad_norm: 7.2168 2020-10-11 15:41:43,570 - mmaction - INFO - Epoch [18][1140/3520] lr: 7.500e-03, eta: 1 day, 8:01:29, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7792, loss_cls: 1.9525, loss: 1.9525, grad_norm: 6.7334 2020-10-11 15:42:04,326 - mmaction - INFO - Epoch [18][1160/3520] lr: 7.500e-03, eta: 1 day, 8:01:11, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7531, loss_cls: 2.0802, loss: 2.0802, grad_norm: 6.8481 2020-10-11 15:42:24,769 - mmaction - INFO - Epoch [18][1180/3520] lr: 7.500e-03, eta: 1 day, 8:00:51, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7792, loss_cls: 2.0089, loss: 2.0089, grad_norm: 7.1259 2020-10-11 15:42:45,514 - mmaction - INFO - Epoch [18][1200/3520] lr: 7.500e-03, eta: 1 day, 8:00:33, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.8021, loss_cls: 1.9381, loss: 1.9381, grad_norm: 7.0746 2020-10-11 15:43:06,582 - mmaction - INFO - Epoch [18][1220/3520] lr: 7.500e-03, eta: 1 day, 8:00:14, time: 1.052, data_time: 0.005, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0238, loss: 2.0238, grad_norm: 6.9864 2020-10-11 15:43:26,774 - mmaction - INFO - Epoch [18][1240/3520] lr: 7.500e-03, eta: 1 day, 7:59:55, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.5437, top5_acc: 0.7875, loss_cls: 1.8481, loss: 1.8481, grad_norm: 6.7640 2020-10-11 15:43:47,855 - mmaction - INFO - Epoch [18][1260/3520] lr: 7.500e-03, eta: 1 day, 7:59:37, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7594, loss_cls: 2.0771, loss: 2.0771, grad_norm: 7.2496 2020-10-11 15:44:07,944 - mmaction - INFO - Epoch [18][1280/3520] lr: 7.500e-03, eta: 1 day, 7:59:17, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7708, loss_cls: 1.9830, loss: 1.9830, grad_norm: 6.7918 2020-10-11 15:44:28,225 - mmaction - INFO - Epoch [18][1300/3520] lr: 7.500e-03, eta: 1 day, 7:58:57, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7708, loss_cls: 1.9952, loss: 1.9952, grad_norm: 7.3198 2020-10-11 15:44:48,470 - mmaction - INFO - Epoch [18][1320/3520] lr: 7.500e-03, eta: 1 day, 7:58:37, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7938, loss_cls: 1.9597, loss: 1.9597, grad_norm: 6.8428 2020-10-11 15:45:09,881 - mmaction - INFO - Epoch [18][1340/3520] lr: 7.500e-03, eta: 1 day, 7:58:20, time: 1.071, data_time: 0.003, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7500, loss_cls: 2.0875, loss: 2.0875, grad_norm: 7.0215 2020-10-11 15:45:30,261 - mmaction - INFO - Epoch [18][1360/3520] lr: 7.500e-03, eta: 1 day, 7:58:00, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7729, loss_cls: 2.0329, loss: 2.0329, grad_norm: 7.0056 2020-10-11 15:45:50,694 - mmaction - INFO - Epoch [18][1380/3520] lr: 7.500e-03, eta: 1 day, 7:57:41, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7594, loss_cls: 1.9990, loss: 1.9990, grad_norm: 7.0081 2020-10-11 15:46:11,120 - mmaction - INFO - Epoch [18][1400/3520] lr: 7.500e-03, eta: 1 day, 7:57:22, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7479, loss_cls: 2.0919, loss: 2.0919, grad_norm: 6.8535 2020-10-11 15:46:31,367 - mmaction - INFO - Epoch [18][1420/3520] lr: 7.500e-03, eta: 1 day, 7:57:02, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7750, loss_cls: 1.9711, loss: 1.9711, grad_norm: 6.5871 2020-10-11 15:46:52,211 - mmaction - INFO - Epoch [18][1440/3520] lr: 7.500e-03, eta: 1 day, 7:56:44, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7615, loss_cls: 2.0163, loss: 2.0163, grad_norm: 6.9541 2020-10-11 15:47:12,586 - mmaction - INFO - Epoch [18][1460/3520] lr: 7.500e-03, eta: 1 day, 7:56:24, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7792, loss_cls: 1.9436, loss: 1.9436, grad_norm: 6.7121 2020-10-11 15:47:34,168 - mmaction - INFO - Epoch [18][1480/3520] lr: 7.500e-03, eta: 1 day, 7:56:07, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7854, loss_cls: 1.8691, loss: 1.8691, grad_norm: 6.7015 2020-10-11 15:47:54,127 - mmaction - INFO - Epoch [18][1500/3520] lr: 7.500e-03, eta: 1 day, 7:55:47, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7740, loss_cls: 1.9595, loss: 1.9595, grad_norm: 6.7278 2020-10-11 15:48:14,990 - mmaction - INFO - Epoch [18][1520/3520] lr: 7.500e-03, eta: 1 day, 7:55:28, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7885, loss_cls: 1.9075, loss: 1.9075, grad_norm: 6.7201 2020-10-11 15:48:34,898 - mmaction - INFO - Epoch [18][1540/3520] lr: 7.500e-03, eta: 1 day, 7:55:08, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7969, loss_cls: 1.8745, loss: 1.8745, grad_norm: 6.6425 2020-10-11 15:48:55,899 - mmaction - INFO - Epoch [18][1560/3520] lr: 7.500e-03, eta: 1 day, 7:54:50, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7865, loss_cls: 1.9400, loss: 1.9400, grad_norm: 6.8999 2020-10-11 15:49:17,459 - mmaction - INFO - Epoch [18][1580/3520] lr: 7.500e-03, eta: 1 day, 7:54:32, time: 1.077, data_time: 0.002, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7583, loss_cls: 2.0776, loss: 2.0776, grad_norm: 7.2094 2020-10-11 15:49:37,362 - mmaction - INFO - Epoch [18][1600/3520] lr: 7.500e-03, eta: 1 day, 7:54:12, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7844, loss_cls: 1.9488, loss: 1.9488, grad_norm: 6.8029 2020-10-11 15:49:58,824 - mmaction - INFO - Epoch [18][1620/3520] lr: 7.500e-03, eta: 1 day, 7:53:55, time: 1.074, data_time: 0.007, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7615, loss_cls: 2.0265, loss: 2.0265, grad_norm: 6.9682 2020-10-11 15:50:18,965 - mmaction - INFO - Epoch [18][1640/3520] lr: 7.500e-03, eta: 1 day, 7:53:35, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7719, loss_cls: 2.0055, loss: 2.0055, grad_norm: 6.9267 2020-10-11 15:50:40,092 - mmaction - INFO - Epoch [18][1660/3520] lr: 7.500e-03, eta: 1 day, 7:53:17, time: 1.056, data_time: 0.002, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7844, loss_cls: 1.8780, loss: 1.8780, grad_norm: 6.6645 2020-10-11 15:50:59,942 - mmaction - INFO - Epoch [18][1680/3520] lr: 7.500e-03, eta: 1 day, 7:52:56, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7604, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.9017 2020-10-11 15:51:21,946 - mmaction - INFO - Epoch [18][1700/3520] lr: 7.500e-03, eta: 1 day, 7:52:40, time: 1.100, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7823, loss_cls: 1.9704, loss: 1.9704, grad_norm: 6.9470 2020-10-11 15:51:42,960 - mmaction - INFO - Epoch [18][1720/3520] lr: 7.500e-03, eta: 1 day, 7:52:22, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7635, loss_cls: 2.0649, loss: 2.0649, grad_norm: 6.9628 2020-10-11 15:52:03,886 - mmaction - INFO - Epoch [18][1740/3520] lr: 7.500e-03, eta: 1 day, 7:52:03, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7677, loss_cls: 1.9628, loss: 1.9628, grad_norm: 6.6428 2020-10-11 15:52:24,349 - mmaction - INFO - Epoch [18][1760/3520] lr: 7.500e-03, eta: 1 day, 7:51:44, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 2.0552, loss: 2.0552, grad_norm: 7.0262 2020-10-11 15:52:44,577 - mmaction - INFO - Epoch [18][1780/3520] lr: 7.500e-03, eta: 1 day, 7:51:24, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7490, loss_cls: 2.0915, loss: 2.0915, grad_norm: 7.0007 2020-10-11 15:53:06,054 - mmaction - INFO - Epoch [18][1800/3520] lr: 7.500e-03, eta: 1 day, 7:51:07, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7740, loss_cls: 2.0746, loss: 2.0746, grad_norm: 7.0362 2020-10-11 15:53:27,273 - mmaction - INFO - Epoch [18][1820/3520] lr: 7.500e-03, eta: 1 day, 7:50:49, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7844, loss_cls: 1.9523, loss: 1.9523, grad_norm: 6.7370 2020-10-11 15:53:47,889 - mmaction - INFO - Epoch [18][1840/3520] lr: 7.500e-03, eta: 1 day, 7:50:30, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7333, loss_cls: 2.1998, loss: 2.1998, grad_norm: 6.9517 2020-10-11 15:54:08,235 - mmaction - INFO - Epoch [18][1860/3520] lr: 7.500e-03, eta: 1 day, 7:50:10, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.5271, top5_acc: 0.8146, loss_cls: 1.8732, loss: 1.8732, grad_norm: 6.7064 2020-10-11 15:54:29,375 - mmaction - INFO - Epoch [18][1880/3520] lr: 7.500e-03, eta: 1 day, 7:49:52, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7760, loss_cls: 1.9568, loss: 1.9568, grad_norm: 6.7326 2020-10-11 15:54:49,184 - mmaction - INFO - Epoch [18][1900/3520] lr: 7.500e-03, eta: 1 day, 7:49:32, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7500, loss_cls: 2.0483, loss: 2.0483, grad_norm: 6.8815 2020-10-11 15:55:09,726 - mmaction - INFO - Epoch [18][1920/3520] lr: 7.500e-03, eta: 1 day, 7:49:13, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.0689, loss: 2.0689, grad_norm: 7.1504 2020-10-11 15:55:30,899 - mmaction - INFO - Epoch [18][1940/3520] lr: 7.500e-03, eta: 1 day, 7:48:55, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7833, loss_cls: 1.9437, loss: 1.9437, grad_norm: 6.5787 2020-10-11 15:55:50,779 - mmaction - INFO - Epoch [18][1960/3520] lr: 7.500e-03, eta: 1 day, 7:48:34, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7771, loss_cls: 1.9505, loss: 1.9505, grad_norm: 6.7872 2020-10-11 15:56:11,106 - mmaction - INFO - Epoch [18][1980/3520] lr: 7.500e-03, eta: 1 day, 7:48:15, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7844, loss_cls: 1.9804, loss: 1.9804, grad_norm: 6.6120 2020-10-11 15:56:31,946 - mmaction - INFO - Epoch [18][2000/3520] lr: 7.500e-03, eta: 1 day, 7:47:56, time: 1.040, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7823, loss_cls: 1.9571, loss: 1.9571, grad_norm: 6.8023 2020-10-11 15:56:53,309 - mmaction - INFO - Epoch [18][2020/3520] lr: 7.500e-03, eta: 1 day, 7:47:38, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7781, loss_cls: 2.0567, loss: 2.0567, grad_norm: 7.0628 2020-10-11 15:57:14,918 - mmaction - INFO - Epoch [18][2040/3520] lr: 7.500e-03, eta: 1 day, 7:47:21, time: 1.081, data_time: 0.003, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7760, loss_cls: 1.9726, loss: 1.9726, grad_norm: 6.9565 2020-10-11 15:57:34,472 - mmaction - INFO - Epoch [18][2060/3520] lr: 7.500e-03, eta: 1 day, 7:47:00, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7583, loss_cls: 2.0726, loss: 2.0726, grad_norm: 6.8238 2020-10-11 15:57:54,693 - mmaction - INFO - Epoch [18][2080/3520] lr: 7.500e-03, eta: 1 day, 7:46:40, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7604, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.8870 2020-10-11 15:58:15,192 - mmaction - INFO - Epoch [18][2100/3520] lr: 7.500e-03, eta: 1 day, 7:46:21, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7771, loss_cls: 1.9998, loss: 1.9998, grad_norm: 6.8835 2020-10-11 15:58:36,163 - mmaction - INFO - Epoch [18][2120/3520] lr: 7.500e-03, eta: 1 day, 7:46:03, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7531, loss_cls: 2.0155, loss: 2.0155, grad_norm: 6.7632 2020-10-11 15:58:56,469 - mmaction - INFO - Epoch [18][2140/3520] lr: 7.500e-03, eta: 1 day, 7:45:43, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7771, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.7974 2020-10-11 15:59:17,120 - mmaction - INFO - Epoch [18][2160/3520] lr: 7.500e-03, eta: 1 day, 7:45:24, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7667, loss_cls: 1.9763, loss: 1.9763, grad_norm: 6.8783 2020-10-11 15:59:36,701 - mmaction - INFO - Epoch [18][2180/3520] lr: 7.500e-03, eta: 1 day, 7:45:03, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7542, loss_cls: 2.0758, loss: 2.0758, grad_norm: 6.8743 2020-10-11 15:59:57,779 - mmaction - INFO - Epoch [18][2200/3520] lr: 7.500e-03, eta: 1 day, 7:44:45, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7854, loss_cls: 1.9360, loss: 1.9360, grad_norm: 6.8036 2020-10-11 16:00:19,803 - mmaction - INFO - Epoch [18][2220/3520] lr: 7.500e-03, eta: 1 day, 7:44:28, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7667, loss_cls: 1.9772, loss: 1.9772, grad_norm: 7.0170 2020-10-11 16:00:39,583 - mmaction - INFO - Epoch [18][2240/3520] lr: 7.500e-03, eta: 1 day, 7:44:08, time: 1.006, data_time: 0.028, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.9640, loss: 1.9640, grad_norm: 6.7449 2020-10-11 16:01:00,265 - mmaction - INFO - Epoch [18][2260/3520] lr: 7.500e-03, eta: 1 day, 7:43:49, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7583, loss_cls: 2.0477, loss: 2.0477, grad_norm: 7.1617 2020-10-11 16:01:21,926 - mmaction - INFO - Epoch [18][2280/3520] lr: 7.500e-03, eta: 1 day, 7:43:32, time: 1.083, data_time: 0.002, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7792, loss_cls: 1.9936, loss: 1.9936, grad_norm: 6.9322 2020-10-11 16:01:42,008 - mmaction - INFO - Epoch [18][2300/3520] lr: 7.500e-03, eta: 1 day, 7:43:12, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7667, loss_cls: 2.0248, loss: 2.0248, grad_norm: 7.0598 2020-10-11 16:02:02,675 - mmaction - INFO - Epoch [18][2320/3520] lr: 7.500e-03, eta: 1 day, 7:42:53, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.5365, top5_acc: 0.7823, loss_cls: 1.9158, loss: 1.9158, grad_norm: 6.9032 2020-10-11 16:02:22,376 - mmaction - INFO - Epoch [18][2340/3520] lr: 7.500e-03, eta: 1 day, 7:42:32, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7625, loss_cls: 2.0495, loss: 2.0495, grad_norm: 6.4332 2020-10-11 16:02:42,848 - mmaction - INFO - Epoch [18][2360/3520] lr: 7.500e-03, eta: 1 day, 7:42:13, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7656, loss_cls: 1.9541, loss: 1.9541, grad_norm: 6.4680 2020-10-11 16:03:03,902 - mmaction - INFO - Epoch [18][2380/3520] lr: 7.500e-03, eta: 1 day, 7:41:55, time: 1.053, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7531, loss_cls: 2.0469, loss: 2.0469, grad_norm: 6.7670 2020-10-11 16:03:25,119 - mmaction - INFO - Epoch [18][2400/3520] lr: 7.500e-03, eta: 1 day, 7:41:37, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7719, loss_cls: 1.9623, loss: 1.9623, grad_norm: 6.7247 2020-10-11 16:03:45,529 - mmaction - INFO - Epoch [18][2420/3520] lr: 7.500e-03, eta: 1 day, 7:41:18, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7781, loss_cls: 1.9879, loss: 1.9879, grad_norm: 6.9437 2020-10-11 16:04:05,615 - mmaction - INFO - Epoch [18][2440/3520] lr: 7.500e-03, eta: 1 day, 7:40:57, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7740, loss_cls: 2.0222, loss: 2.0222, grad_norm: 6.8620 2020-10-11 16:04:26,475 - mmaction - INFO - Epoch [18][2460/3520] lr: 7.500e-03, eta: 1 day, 7:40:39, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7781, loss_cls: 1.9708, loss: 1.9708, grad_norm: 6.9449 2020-10-11 16:04:48,048 - mmaction - INFO - Epoch [18][2480/3520] lr: 7.500e-03, eta: 1 day, 7:40:22, time: 1.077, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7615, loss_cls: 2.0518, loss: 2.0518, grad_norm: 7.0508 2020-10-11 16:05:08,884 - mmaction - INFO - Epoch [18][2500/3520] lr: 7.500e-03, eta: 1 day, 7:40:03, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7615, loss_cls: 2.0695, loss: 2.0695, grad_norm: 7.2620 2020-10-11 16:05:29,146 - mmaction - INFO - Epoch [18][2520/3520] lr: 7.500e-03, eta: 1 day, 7:39:43, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7698, loss_cls: 2.0767, loss: 2.0767, grad_norm: 7.1469 2020-10-11 16:05:50,935 - mmaction - INFO - Epoch [18][2540/3520] lr: 7.500e-03, eta: 1 day, 7:39:26, time: 1.089, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7740, loss_cls: 2.0517, loss: 2.0517, grad_norm: 7.0848 2020-10-11 16:06:10,555 - mmaction - INFO - Epoch [18][2560/3520] lr: 7.500e-03, eta: 1 day, 7:39:06, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7781, loss_cls: 1.9257, loss: 1.9257, grad_norm: 6.9813 2020-10-11 16:06:30,498 - mmaction - INFO - Epoch [18][2580/3520] lr: 7.500e-03, eta: 1 day, 7:38:45, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7594, loss_cls: 2.0552, loss: 2.0552, grad_norm: 6.9184 2020-10-11 16:06:52,750 - mmaction - INFO - Epoch [18][2600/3520] lr: 7.500e-03, eta: 1 day, 7:38:29, time: 1.113, data_time: 0.002, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7625, loss_cls: 2.0117, loss: 2.0117, grad_norm: 6.9441 2020-10-11 16:07:12,553 - mmaction - INFO - Epoch [18][2620/3520] lr: 7.500e-03, eta: 1 day, 7:38:09, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7740, loss_cls: 2.1025, loss: 2.1025, grad_norm: 7.1061 2020-10-11 16:07:32,611 - mmaction - INFO - Epoch [18][2640/3520] lr: 7.500e-03, eta: 1 day, 7:37:49, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7719, loss_cls: 2.0129, loss: 2.0129, grad_norm: 6.9788 2020-10-11 16:07:53,277 - mmaction - INFO - Epoch [18][2660/3520] lr: 7.500e-03, eta: 1 day, 7:37:30, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7490, loss_cls: 2.0671, loss: 2.0671, grad_norm: 6.9740 2020-10-11 16:08:13,911 - mmaction - INFO - Epoch [18][2680/3520] lr: 7.500e-03, eta: 1 day, 7:37:11, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7750, loss_cls: 1.9485, loss: 1.9485, grad_norm: 6.7808 2020-10-11 16:08:34,492 - mmaction - INFO - Epoch [18][2700/3520] lr: 7.500e-03, eta: 1 day, 7:36:51, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7646, loss_cls: 1.9436, loss: 1.9436, grad_norm: 7.1890 2020-10-11 16:08:54,564 - mmaction - INFO - Epoch [18][2720/3520] lr: 7.500e-03, eta: 1 day, 7:36:31, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7635, loss_cls: 1.9346, loss: 1.9346, grad_norm: 6.7057 2020-10-11 16:09:15,337 - mmaction - INFO - Epoch [18][2740/3520] lr: 7.500e-03, eta: 1 day, 7:36:13, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.5354, top5_acc: 0.8031, loss_cls: 1.8183, loss: 1.8183, grad_norm: 6.8360 2020-10-11 16:09:35,932 - mmaction - INFO - Epoch [18][2760/3520] lr: 7.500e-03, eta: 1 day, 7:35:54, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7344, loss_cls: 2.1686, loss: 2.1686, grad_norm: 7.2906 2020-10-11 16:09:56,955 - mmaction - INFO - Epoch [18][2780/3520] lr: 7.500e-03, eta: 1 day, 7:35:35, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7740, loss_cls: 2.0168, loss: 2.0168, grad_norm: 7.0804 2020-10-11 16:10:17,298 - mmaction - INFO - Epoch [18][2800/3520] lr: 7.500e-03, eta: 1 day, 7:35:16, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7729, loss_cls: 2.1110, loss: 2.1110, grad_norm: 6.8776 2020-10-11 16:10:38,068 - mmaction - INFO - Epoch [18][2820/3520] lr: 7.500e-03, eta: 1 day, 7:34:57, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7750, loss_cls: 2.0287, loss: 2.0287, grad_norm: 6.7892 2020-10-11 16:10:59,969 - mmaction - INFO - Epoch [18][2840/3520] lr: 7.500e-03, eta: 1 day, 7:34:40, time: 1.093, data_time: 0.004, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7677, loss_cls: 1.9953, loss: 1.9953, grad_norm: 6.9397 2020-10-11 16:11:20,631 - mmaction - INFO - Epoch [18][2860/3520] lr: 7.500e-03, eta: 1 day, 7:34:21, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7448, loss_cls: 2.1099, loss: 2.1099, grad_norm: 7.0634 2020-10-11 16:11:40,915 - mmaction - INFO - Epoch [18][2880/3520] lr: 7.500e-03, eta: 1 day, 7:34:01, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7427, loss_cls: 2.0644, loss: 2.0644, grad_norm: 7.0526 2020-10-11 16:12:02,567 - mmaction - INFO - Epoch [18][2900/3520] lr: 7.500e-03, eta: 1 day, 7:33:44, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7563, loss_cls: 2.1807, loss: 2.1807, grad_norm: 7.0991 2020-10-11 16:12:23,587 - mmaction - INFO - Epoch [18][2920/3520] lr: 7.500e-03, eta: 1 day, 7:33:26, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7667, loss_cls: 2.0698, loss: 2.0698, grad_norm: 7.0365 2020-10-11 16:12:43,536 - mmaction - INFO - Epoch [18][2940/3520] lr: 7.500e-03, eta: 1 day, 7:33:06, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7479, loss_cls: 2.0953, loss: 2.0953, grad_norm: 6.8414 2020-10-11 16:13:04,067 - mmaction - INFO - Epoch [18][2960/3520] lr: 7.500e-03, eta: 1 day, 7:32:46, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7708, loss_cls: 1.9694, loss: 1.9694, grad_norm: 6.6864 2020-10-11 16:13:24,083 - mmaction - INFO - Epoch [18][2980/3520] lr: 7.500e-03, eta: 1 day, 7:32:26, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7792, loss_cls: 2.0205, loss: 2.0205, grad_norm: 6.8774 2020-10-11 16:13:44,831 - mmaction - INFO - Epoch [18][3000/3520] lr: 7.500e-03, eta: 1 day, 7:32:07, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7729, loss_cls: 2.0162, loss: 2.0162, grad_norm: 7.2967 2020-10-11 16:14:04,760 - mmaction - INFO - Epoch [18][3020/3520] lr: 7.500e-03, eta: 1 day, 7:31:47, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7583, loss_cls: 2.0734, loss: 2.0734, grad_norm: 7.2586 2020-10-11 16:14:25,483 - mmaction - INFO - Epoch [18][3040/3520] lr: 7.500e-03, eta: 1 day, 7:31:28, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7740, loss_cls: 2.0184, loss: 2.0184, grad_norm: 6.9797 2020-10-11 16:14:48,947 - mmaction - INFO - Epoch [18][3060/3520] lr: 7.500e-03, eta: 1 day, 7:31:14, time: 1.173, data_time: 0.004, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7792, loss_cls: 1.9540, loss: 1.9540, grad_norm: 6.6483 2020-10-11 16:15:09,036 - mmaction - INFO - Epoch [18][3080/3520] lr: 7.500e-03, eta: 1 day, 7:30:54, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7677, loss_cls: 1.9716, loss: 1.9716, grad_norm: 6.7578 2020-10-11 16:15:29,402 - mmaction - INFO - Epoch [18][3100/3520] lr: 7.500e-03, eta: 1 day, 7:30:35, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7802, loss_cls: 1.9669, loss: 1.9669, grad_norm: 6.7885 2020-10-11 16:15:49,767 - mmaction - INFO - Epoch [18][3120/3520] lr: 7.500e-03, eta: 1 day, 7:30:15, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7844, loss_cls: 2.0165, loss: 2.0165, grad_norm: 7.1738 2020-10-11 16:16:09,812 - mmaction - INFO - Epoch [18][3140/3520] lr: 7.500e-03, eta: 1 day, 7:29:55, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7594, loss_cls: 2.0274, loss: 2.0274, grad_norm: 6.8430 2020-10-11 16:16:30,019 - mmaction - INFO - Epoch [18][3160/3520] lr: 7.500e-03, eta: 1 day, 7:29:35, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7438, loss_cls: 2.1242, loss: 2.1242, grad_norm: 6.8241 2020-10-11 16:16:51,737 - mmaction - INFO - Epoch [18][3180/3520] lr: 7.500e-03, eta: 1 day, 7:29:18, time: 1.086, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7521, loss_cls: 2.0659, loss: 2.0659, grad_norm: 6.8094 2020-10-11 16:17:11,901 - mmaction - INFO - Epoch [18][3200/3520] lr: 7.500e-03, eta: 1 day, 7:28:58, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7635, loss_cls: 2.0651, loss: 2.0651, grad_norm: 7.2625 2020-10-11 16:17:32,398 - mmaction - INFO - Epoch [18][3220/3520] lr: 7.500e-03, eta: 1 day, 7:28:39, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7563, loss_cls: 2.0804, loss: 2.0804, grad_norm: 6.8134 2020-10-11 16:17:52,804 - mmaction - INFO - Epoch [18][3240/3520] lr: 7.500e-03, eta: 1 day, 7:28:20, time: 1.022, data_time: 0.008, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7708, loss_cls: 2.0738, loss: 2.0738, grad_norm: 6.9806 2020-10-11 16:18:13,820 - mmaction - INFO - Epoch [18][3260/3520] lr: 7.500e-03, eta: 1 day, 7:28:01, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7729, loss_cls: 2.0241, loss: 2.0241, grad_norm: 7.0946 2020-10-11 16:18:34,573 - mmaction - INFO - Epoch [18][3280/3520] lr: 7.500e-03, eta: 1 day, 7:27:42, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7510, loss_cls: 2.0626, loss: 2.0626, grad_norm: 6.6805 2020-10-11 16:18:54,657 - mmaction - INFO - Epoch [18][3300/3520] lr: 7.500e-03, eta: 1 day, 7:27:22, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7844, loss_cls: 1.9751, loss: 1.9751, grad_norm: 6.8286 2020-10-11 16:19:15,264 - mmaction - INFO - Epoch [18][3320/3520] lr: 7.500e-03, eta: 1 day, 7:27:03, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.1546, loss: 2.1546, grad_norm: 7.0585 2020-10-11 16:19:35,193 - mmaction - INFO - Epoch [18][3340/3520] lr: 7.500e-03, eta: 1 day, 7:26:43, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7552, loss_cls: 2.0726, loss: 2.0726, grad_norm: 6.7623 2020-10-11 16:19:57,835 - mmaction - INFO - Epoch [18][3360/3520] lr: 7.500e-03, eta: 1 day, 7:26:27, time: 1.129, data_time: 0.005, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7771, loss_cls: 1.9701, loss: 1.9701, grad_norm: 6.6428 2020-10-11 16:20:17,674 - mmaction - INFO - Epoch [18][3380/3520] lr: 7.500e-03, eta: 1 day, 7:26:07, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.5396, top5_acc: 0.7771, loss_cls: 1.8991, loss: 1.8991, grad_norm: 6.4786 2020-10-11 16:20:37,477 - mmaction - INFO - Epoch [18][3400/3520] lr: 7.500e-03, eta: 1 day, 7:25:46, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7771, loss_cls: 1.9708, loss: 1.9708, grad_norm: 6.7612 2020-10-11 16:20:59,062 - mmaction - INFO - Epoch [18][3420/3520] lr: 7.500e-03, eta: 1 day, 7:25:29, time: 1.079, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7604, loss_cls: 2.1084, loss: 2.1084, grad_norm: 7.2185 2020-10-11 16:21:20,591 - mmaction - INFO - Epoch [18][3440/3520] lr: 7.500e-03, eta: 1 day, 7:25:12, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7521, loss_cls: 2.1308, loss: 2.1308, grad_norm: 6.8320 2020-10-11 16:21:40,806 - mmaction - INFO - Epoch [18][3460/3520] lr: 7.500e-03, eta: 1 day, 7:24:52, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 2.0057, loss: 2.0057, grad_norm: 6.6040 2020-10-11 16:22:00,649 - mmaction - INFO - Epoch [18][3480/3520] lr: 7.500e-03, eta: 1 day, 7:24:31, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7510, loss_cls: 2.1432, loss: 2.1432, grad_norm: 6.7366 2020-10-11 16:22:22,532 - mmaction - INFO - Epoch [18][3500/3520] lr: 7.500e-03, eta: 1 day, 7:24:14, time: 1.094, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7406, loss_cls: 2.1120, loss: 2.1120, grad_norm: 6.9096 2020-10-11 16:22:41,370 - mmaction - INFO - Epoch [18][3520/3520] lr: 7.500e-03, eta: 1 day, 7:23:52, time: 0.942, data_time: 0.003, memory: 10390, top1_acc: 0.4772, top5_acc: 0.7587, loss_cls: 2.1330, loss: 2.1330, grad_norm: 6.9861 2020-10-11 16:22:41,623 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-10-11 16:23:14,980 - mmaction - INFO - Epoch [19][20/3520] lr: 7.500e-03, eta: 1 day, 7:23:55, time: 1.640, data_time: 0.656, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7635, loss_cls: 2.0168, loss: 2.0168, grad_norm: 6.8972 2020-10-11 16:23:33,595 - mmaction - INFO - Epoch [19][40/3520] lr: 7.500e-03, eta: 1 day, 7:23:32, time: 0.932, data_time: 0.003, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7875, loss_cls: 1.8774, loss: 1.8774, grad_norm: 6.8169 2020-10-11 16:23:53,041 - mmaction - INFO - Epoch [19][60/3520] lr: 7.500e-03, eta: 1 day, 7:23:11, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.5448, top5_acc: 0.7896, loss_cls: 1.8419, loss: 1.8419, grad_norm: 6.8709 2020-10-11 16:24:13,198 - mmaction - INFO - Epoch [19][80/3520] lr: 7.500e-03, eta: 1 day, 7:22:51, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7823, loss_cls: 1.9485, loss: 1.9485, grad_norm: 6.9188 2020-10-11 16:24:34,429 - mmaction - INFO - Epoch [19][100/3520] lr: 7.500e-03, eta: 1 day, 7:22:33, time: 1.060, data_time: 0.004, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7646, loss_cls: 2.0361, loss: 2.0361, grad_norm: 7.0609 2020-10-11 16:24:54,646 - mmaction - INFO - Epoch [19][120/3520] lr: 7.500e-03, eta: 1 day, 7:22:13, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7625, loss_cls: 2.0656, loss: 2.0656, grad_norm: 6.9765 2020-10-11 16:25:15,426 - mmaction - INFO - Epoch [19][140/3520] lr: 7.500e-03, eta: 1 day, 7:21:54, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7635, loss_cls: 2.0663, loss: 2.0663, grad_norm: 6.9451 2020-10-11 16:25:35,069 - mmaction - INFO - Epoch [19][160/3520] lr: 7.500e-03, eta: 1 day, 7:21:33, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7937, loss_cls: 2.0061, loss: 2.0061, grad_norm: 7.0970 2020-10-11 16:25:56,087 - mmaction - INFO - Epoch [19][180/3520] lr: 7.500e-03, eta: 1 day, 7:21:15, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7844, loss_cls: 1.8947, loss: 1.8947, grad_norm: 7.0504 2020-10-11 16:26:16,439 - mmaction - INFO - Epoch [19][200/3520] lr: 7.500e-03, eta: 1 day, 7:20:55, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.5396, top5_acc: 0.7927, loss_cls: 1.8935, loss: 1.8935, grad_norm: 7.0215 2020-10-11 16:26:36,394 - mmaction - INFO - Epoch [19][220/3520] lr: 7.500e-03, eta: 1 day, 7:20:35, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7802, loss_cls: 1.9848, loss: 1.9848, grad_norm: 7.0538 2020-10-11 16:26:57,240 - mmaction - INFO - Epoch [19][240/3520] lr: 7.500e-03, eta: 1 day, 7:20:16, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7562, loss_cls: 2.0730, loss: 2.0730, grad_norm: 6.9663 2020-10-11 16:27:17,883 - mmaction - INFO - Epoch [19][260/3520] lr: 7.500e-03, eta: 1 day, 7:19:57, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7708, loss_cls: 2.0096, loss: 2.0096, grad_norm: 6.9670 2020-10-11 16:27:38,373 - mmaction - INFO - Epoch [19][280/3520] lr: 7.500e-03, eta: 1 day, 7:19:38, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7792, loss_cls: 2.0140, loss: 2.0140, grad_norm: 7.0267 2020-10-11 16:27:58,452 - mmaction - INFO - Epoch [19][300/3520] lr: 7.500e-03, eta: 1 day, 7:19:18, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7875, loss_cls: 1.9126, loss: 1.9126, grad_norm: 6.8999 2020-10-11 16:28:18,196 - mmaction - INFO - Epoch [19][320/3520] lr: 7.500e-03, eta: 1 day, 7:18:57, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7833, loss_cls: 1.9066, loss: 1.9066, grad_norm: 6.8440 2020-10-11 16:28:38,604 - mmaction - INFO - Epoch [19][340/3520] lr: 7.500e-03, eta: 1 day, 7:18:38, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7802, loss_cls: 1.8913, loss: 1.8913, grad_norm: 6.7420 2020-10-11 16:28:59,303 - mmaction - INFO - Epoch [19][360/3520] lr: 7.500e-03, eta: 1 day, 7:18:19, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.5365, top5_acc: 0.8094, loss_cls: 1.7966, loss: 1.7966, grad_norm: 6.6034 2020-10-11 16:29:19,991 - mmaction - INFO - Epoch [19][380/3520] lr: 7.500e-03, eta: 1 day, 7:18:00, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7823, loss_cls: 1.9003, loss: 1.9003, grad_norm: 7.0837 2020-10-11 16:29:39,743 - mmaction - INFO - Epoch [19][400/3520] lr: 7.500e-03, eta: 1 day, 7:17:39, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7823, loss_cls: 1.9197, loss: 1.9197, grad_norm: 6.9832 2020-10-11 16:30:00,614 - mmaction - INFO - Epoch [19][420/3520] lr: 7.500e-03, eta: 1 day, 7:17:21, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7990, loss_cls: 1.8764, loss: 1.8764, grad_norm: 6.9546 2020-10-11 16:30:21,304 - mmaction - INFO - Epoch [19][440/3520] lr: 7.500e-03, eta: 1 day, 7:17:02, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7594, loss_cls: 1.9734, loss: 1.9734, grad_norm: 7.0079 2020-10-11 16:30:41,701 - mmaction - INFO - Epoch [19][460/3520] lr: 7.500e-03, eta: 1 day, 7:16:42, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7802, loss_cls: 1.9569, loss: 1.9569, grad_norm: 7.0504 2020-10-11 16:31:02,899 - mmaction - INFO - Epoch [19][480/3520] lr: 7.500e-03, eta: 1 day, 7:16:24, time: 1.061, data_time: 0.003, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7823, loss_cls: 1.9607, loss: 1.9607, grad_norm: 6.8182 2020-10-11 16:31:24,093 - mmaction - INFO - Epoch [19][500/3520] lr: 7.500e-03, eta: 1 day, 7:16:06, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7500, loss_cls: 2.0214, loss: 2.0214, grad_norm: 6.8288 2020-10-11 16:31:44,475 - mmaction - INFO - Epoch [19][520/3520] lr: 7.500e-03, eta: 1 day, 7:15:46, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.5604, top5_acc: 0.8062, loss_cls: 1.7822, loss: 1.7822, grad_norm: 6.5461 2020-10-11 16:32:05,549 - mmaction - INFO - Epoch [19][540/3520] lr: 7.500e-03, eta: 1 day, 7:15:28, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7740, loss_cls: 1.9771, loss: 1.9771, grad_norm: 7.0152 2020-10-11 16:32:25,696 - mmaction - INFO - Epoch [19][560/3520] lr: 7.500e-03, eta: 1 day, 7:15:08, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7688, loss_cls: 2.0088, loss: 2.0088, grad_norm: 6.9105 2020-10-11 16:32:46,036 - mmaction - INFO - Epoch [19][580/3520] lr: 7.500e-03, eta: 1 day, 7:14:48, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7688, loss_cls: 1.9629, loss: 1.9629, grad_norm: 6.9158 2020-10-11 16:33:06,081 - mmaction - INFO - Epoch [19][600/3520] lr: 7.500e-03, eta: 1 day, 7:14:28, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7813, loss_cls: 1.9788, loss: 1.9788, grad_norm: 7.0391 2020-10-11 16:33:26,500 - mmaction - INFO - Epoch [19][620/3520] lr: 7.500e-03, eta: 1 day, 7:14:09, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7833, loss_cls: 1.9610, loss: 1.9610, grad_norm: 7.0516 2020-10-11 16:33:47,272 - mmaction - INFO - Epoch [19][640/3520] lr: 7.500e-03, eta: 1 day, 7:13:50, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7479, loss_cls: 2.1116, loss: 2.1116, grad_norm: 7.2103 2020-10-11 16:34:07,490 - mmaction - INFO - Epoch [19][660/3520] lr: 7.500e-03, eta: 1 day, 7:13:30, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7771, loss_cls: 1.9763, loss: 1.9763, grad_norm: 6.6580 2020-10-11 16:34:29,614 - mmaction - INFO - Epoch [19][680/3520] lr: 7.500e-03, eta: 1 day, 7:13:14, time: 1.105, data_time: 0.004, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7615, loss_cls: 2.0542, loss: 2.0542, grad_norm: 7.0450 2020-10-11 16:34:50,429 - mmaction - INFO - Epoch [19][700/3520] lr: 7.500e-03, eta: 1 day, 7:12:55, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7760, loss_cls: 2.0604, loss: 2.0604, grad_norm: 7.0000 2020-10-11 16:35:10,844 - mmaction - INFO - Epoch [19][720/3520] lr: 7.500e-03, eta: 1 day, 7:12:35, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.5313, top5_acc: 0.7688, loss_cls: 2.0152, loss: 2.0152, grad_norm: 6.8054 2020-10-11 16:35:30,563 - mmaction - INFO - Epoch [19][740/3520] lr: 7.500e-03, eta: 1 day, 7:12:15, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7625, loss_cls: 2.0261, loss: 2.0261, grad_norm: 7.2508 2020-10-11 16:35:51,051 - mmaction - INFO - Epoch [19][760/3520] lr: 7.500e-03, eta: 1 day, 7:11:55, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0050, loss: 2.0050, grad_norm: 7.0002 2020-10-11 16:36:11,666 - mmaction - INFO - Epoch [19][780/3520] lr: 7.500e-03, eta: 1 day, 7:11:36, time: 1.032, data_time: 0.003, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7573, loss_cls: 1.9644, loss: 1.9644, grad_norm: 6.9490 2020-10-11 16:36:31,697 - mmaction - INFO - Epoch [19][800/3520] lr: 7.500e-03, eta: 1 day, 7:11:16, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7677, loss_cls: 2.0310, loss: 2.0310, grad_norm: 7.0288 2020-10-11 16:36:52,608 - mmaction - INFO - Epoch [19][820/3520] lr: 7.500e-03, eta: 1 day, 7:10:57, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7802, loss_cls: 1.9603, loss: 1.9603, grad_norm: 6.9136 2020-10-11 16:37:13,518 - mmaction - INFO - Epoch [19][840/3520] lr: 7.500e-03, eta: 1 day, 7:10:39, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7563, loss_cls: 2.0714, loss: 2.0714, grad_norm: 7.0423 2020-10-11 16:37:34,268 - mmaction - INFO - Epoch [19][860/3520] lr: 7.500e-03, eta: 1 day, 7:10:20, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7781, loss_cls: 1.9495, loss: 1.9495, grad_norm: 6.9280 2020-10-11 16:37:53,801 - mmaction - INFO - Epoch [19][880/3520] lr: 7.500e-03, eta: 1 day, 7:09:59, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7812, loss_cls: 1.9357, loss: 1.9357, grad_norm: 6.8508 2020-10-11 16:38:14,352 - mmaction - INFO - Epoch [19][900/3520] lr: 7.500e-03, eta: 1 day, 7:09:40, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7760, loss_cls: 2.0938, loss: 2.0938, grad_norm: 7.4631 2020-10-11 16:38:34,750 - mmaction - INFO - Epoch [19][920/3520] lr: 7.500e-03, eta: 1 day, 7:09:20, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7562, loss_cls: 2.0738, loss: 2.0738, grad_norm: 6.9257 2020-10-11 16:38:55,598 - mmaction - INFO - Epoch [19][940/3520] lr: 7.500e-03, eta: 1 day, 7:09:01, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7771, loss_cls: 1.9868, loss: 1.9868, grad_norm: 6.9382 2020-10-11 16:39:15,565 - mmaction - INFO - Epoch [19][960/3520] lr: 7.500e-03, eta: 1 day, 7:08:41, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7656, loss_cls: 2.0565, loss: 2.0565, grad_norm: 6.9104 2020-10-11 16:39:36,006 - mmaction - INFO - Epoch [19][980/3520] lr: 7.500e-03, eta: 1 day, 7:08:22, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7823, loss_cls: 1.9210, loss: 1.9210, grad_norm: 6.8591 2020-10-11 16:39:56,242 - mmaction - INFO - Epoch [19][1000/3520] lr: 7.500e-03, eta: 1 day, 7:08:02, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7927, loss_cls: 1.9316, loss: 1.9316, grad_norm: 6.9587 2020-10-11 16:40:17,541 - mmaction - INFO - Epoch [19][1020/3520] lr: 7.500e-03, eta: 1 day, 7:07:44, time: 1.067, data_time: 0.007, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7542, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.9711 2020-10-11 16:40:37,104 - mmaction - INFO - Epoch [19][1040/3520] lr: 7.500e-03, eta: 1 day, 7:07:23, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7813, loss_cls: 2.0419, loss: 2.0419, grad_norm: 6.8690 2020-10-11 16:40:58,169 - mmaction - INFO - Epoch [19][1060/3520] lr: 7.500e-03, eta: 1 day, 7:07:04, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7958, loss_cls: 1.9487, loss: 1.9487, grad_norm: 6.5699 2020-10-11 16:41:18,908 - mmaction - INFO - Epoch [19][1080/3520] lr: 7.500e-03, eta: 1 day, 7:06:45, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7792, loss_cls: 1.9985, loss: 1.9985, grad_norm: 7.0028 2020-10-11 16:41:39,372 - mmaction - INFO - Epoch [19][1100/3520] lr: 7.500e-03, eta: 1 day, 7:06:26, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7583, loss_cls: 2.0105, loss: 2.0105, grad_norm: 6.7522 2020-10-11 16:41:59,834 - mmaction - INFO - Epoch [19][1120/3520] lr: 7.500e-03, eta: 1 day, 7:06:07, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7948, loss_cls: 1.8813, loss: 1.8813, grad_norm: 6.9559 2020-10-11 16:42:21,159 - mmaction - INFO - Epoch [19][1140/3520] lr: 7.500e-03, eta: 1 day, 7:05:49, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7521, loss_cls: 2.0370, loss: 2.0370, grad_norm: 6.7983 2020-10-11 16:42:41,515 - mmaction - INFO - Epoch [19][1160/3520] lr: 7.500e-03, eta: 1 day, 7:05:29, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7646, loss_cls: 2.0191, loss: 2.0191, grad_norm: 6.8252 2020-10-11 16:43:01,988 - mmaction - INFO - Epoch [19][1180/3520] lr: 7.500e-03, eta: 1 day, 7:05:10, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7646, loss_cls: 2.0187, loss: 2.0187, grad_norm: 7.1163 2020-10-11 16:43:23,748 - mmaction - INFO - Epoch [19][1200/3520] lr: 7.500e-03, eta: 1 day, 7:04:53, time: 1.088, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7969, loss_cls: 1.9097, loss: 1.9097, grad_norm: 6.8547 2020-10-11 16:43:43,260 - mmaction - INFO - Epoch [19][1220/3520] lr: 7.500e-03, eta: 1 day, 7:04:31, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7688, loss_cls: 2.0244, loss: 2.0244, grad_norm: 6.8940 2020-10-11 16:44:04,077 - mmaction - INFO - Epoch [19][1240/3520] lr: 7.500e-03, eta: 1 day, 7:04:13, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7708, loss_cls: 2.0025, loss: 2.0025, grad_norm: 7.0049 2020-10-11 16:44:25,126 - mmaction - INFO - Epoch [19][1260/3520] lr: 7.500e-03, eta: 1 day, 7:03:54, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 1.9736, loss: 1.9736, grad_norm: 6.9732 2020-10-11 16:44:44,908 - mmaction - INFO - Epoch [19][1280/3520] lr: 7.500e-03, eta: 1 day, 7:03:34, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7500, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.8052 2020-10-11 16:45:05,230 - mmaction - INFO - Epoch [19][1300/3520] lr: 7.500e-03, eta: 1 day, 7:03:14, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.5375, top5_acc: 0.8115, loss_cls: 1.8873, loss: 1.8873, grad_norm: 6.6866 2020-10-11 16:45:25,115 - mmaction - INFO - Epoch [19][1320/3520] lr: 7.500e-03, eta: 1 day, 7:02:54, time: 1.004, data_time: 0.012, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7594, loss_cls: 1.9527, loss: 1.9527, grad_norm: 6.7333 2020-10-11 16:45:45,253 - mmaction - INFO - Epoch [19][1340/3520] lr: 7.500e-03, eta: 1 day, 7:02:34, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7969, loss_cls: 1.8872, loss: 1.8872, grad_norm: 6.6937 2020-10-11 16:46:05,738 - mmaction - INFO - Epoch [19][1360/3520] lr: 7.500e-03, eta: 1 day, 7:02:14, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.5385, top5_acc: 0.7760, loss_cls: 1.9700, loss: 1.9700, grad_norm: 6.9163 2020-10-11 16:46:25,621 - mmaction - INFO - Epoch [19][1380/3520] lr: 7.500e-03, eta: 1 day, 7:01:54, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7865, loss_cls: 1.9245, loss: 1.9245, grad_norm: 7.0662 2020-10-11 16:46:45,796 - mmaction - INFO - Epoch [19][1400/3520] lr: 7.500e-03, eta: 1 day, 7:01:34, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7990, loss_cls: 1.9106, loss: 1.9106, grad_norm: 7.2679 2020-10-11 16:47:06,254 - mmaction - INFO - Epoch [19][1420/3520] lr: 7.500e-03, eta: 1 day, 7:01:14, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7760, loss_cls: 1.9765, loss: 1.9765, grad_norm: 7.0333 2020-10-11 16:47:26,600 - mmaction - INFO - Epoch [19][1440/3520] lr: 7.500e-03, eta: 1 day, 7:00:55, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7792, loss_cls: 2.0199, loss: 2.0199, grad_norm: 7.1572 2020-10-11 16:47:47,749 - mmaction - INFO - Epoch [19][1460/3520] lr: 7.500e-03, eta: 1 day, 7:00:37, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7917, loss_cls: 1.9728, loss: 1.9728, grad_norm: 7.1380 2020-10-11 16:48:07,665 - mmaction - INFO - Epoch [19][1480/3520] lr: 7.500e-03, eta: 1 day, 7:00:16, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7698, loss_cls: 2.0401, loss: 2.0401, grad_norm: 6.9824 2020-10-11 16:48:28,099 - mmaction - INFO - Epoch [19][1500/3520] lr: 7.500e-03, eta: 1 day, 6:59:57, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7906, loss_cls: 1.9217, loss: 1.9217, grad_norm: 6.7427 2020-10-11 16:48:48,025 - mmaction - INFO - Epoch [19][1520/3520] lr: 7.500e-03, eta: 1 day, 6:59:36, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7615, loss_cls: 1.9804, loss: 1.9804, grad_norm: 6.9414 2020-10-11 16:49:08,847 - mmaction - INFO - Epoch [19][1540/3520] lr: 7.500e-03, eta: 1 day, 6:59:17, time: 1.040, data_time: 0.004, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7490, loss_cls: 2.1348, loss: 2.1348, grad_norm: 7.1498 2020-10-11 16:49:29,736 - mmaction - INFO - Epoch [19][1560/3520] lr: 7.500e-03, eta: 1 day, 6:58:59, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7573, loss_cls: 2.1003, loss: 2.1003, grad_norm: 7.0231 2020-10-11 16:49:50,611 - mmaction - INFO - Epoch [19][1580/3520] lr: 7.500e-03, eta: 1 day, 6:58:40, time: 1.043, data_time: 0.004, memory: 10390, top1_acc: 0.5427, top5_acc: 0.7969, loss_cls: 1.8314, loss: 1.8314, grad_norm: 6.6932 2020-10-11 16:50:11,725 - mmaction - INFO - Epoch [19][1600/3520] lr: 7.500e-03, eta: 1 day, 6:58:22, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7542, loss_cls: 2.0252, loss: 2.0252, grad_norm: 6.8440 2020-10-11 16:50:32,017 - mmaction - INFO - Epoch [19][1620/3520] lr: 7.500e-03, eta: 1 day, 6:58:02, time: 1.020, data_time: 0.009, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7760, loss_cls: 1.9921, loss: 1.9921, grad_norm: 6.7208 2020-10-11 16:50:52,042 - mmaction - INFO - Epoch [19][1640/3520] lr: 7.500e-03, eta: 1 day, 6:57:42, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7687, loss_cls: 2.0400, loss: 2.0400, grad_norm: 6.9847 2020-10-11 16:51:13,205 - mmaction - INFO - Epoch [19][1660/3520] lr: 7.500e-03, eta: 1 day, 6:57:24, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 1.9681, loss: 1.9681, grad_norm: 6.6434 2020-10-11 16:51:34,234 - mmaction - INFO - Epoch [19][1680/3520] lr: 7.500e-03, eta: 1 day, 6:57:05, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7792, loss_cls: 1.9309, loss: 1.9309, grad_norm: 6.7307 2020-10-11 16:51:55,732 - mmaction - INFO - Epoch [19][1700/3520] lr: 7.500e-03, eta: 1 day, 6:56:47, time: 1.076, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7750, loss_cls: 2.0181, loss: 2.0181, grad_norm: 6.9120 2020-10-11 16:52:16,731 - mmaction - INFO - Epoch [19][1720/3520] lr: 7.500e-03, eta: 1 day, 6:56:29, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9874, loss: 1.9874, grad_norm: 6.8820 2020-10-11 16:52:36,257 - mmaction - INFO - Epoch [19][1740/3520] lr: 7.500e-03, eta: 1 day, 6:56:08, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7542, loss_cls: 2.0302, loss: 2.0302, grad_norm: 6.9724 2020-10-11 16:52:57,902 - mmaction - INFO - Epoch [19][1760/3520] lr: 7.500e-03, eta: 1 day, 6:55:50, time: 1.082, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7833, loss_cls: 1.9442, loss: 1.9442, grad_norm: 7.0572 2020-10-11 16:53:18,882 - mmaction - INFO - Epoch [19][1780/3520] lr: 7.500e-03, eta: 1 day, 6:55:32, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7865, loss_cls: 1.9477, loss: 1.9477, grad_norm: 7.0774 2020-10-11 16:53:39,784 - mmaction - INFO - Epoch [19][1800/3520] lr: 7.500e-03, eta: 1 day, 6:55:13, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7656, loss_cls: 2.1134, loss: 2.1134, grad_norm: 7.1389 2020-10-11 16:54:00,268 - mmaction - INFO - Epoch [19][1820/3520] lr: 7.500e-03, eta: 1 day, 6:54:54, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7823, loss_cls: 1.9349, loss: 1.9349, grad_norm: 6.9342 2020-10-11 16:54:20,910 - mmaction - INFO - Epoch [19][1840/3520] lr: 7.500e-03, eta: 1 day, 6:54:35, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7677, loss_cls: 2.0442, loss: 2.0442, grad_norm: 7.0997 2020-10-11 16:54:41,682 - mmaction - INFO - Epoch [19][1860/3520] lr: 7.500e-03, eta: 1 day, 6:54:16, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7771, loss_cls: 1.9684, loss: 1.9684, grad_norm: 6.9285 2020-10-11 16:55:01,509 - mmaction - INFO - Epoch [19][1880/3520] lr: 7.500e-03, eta: 1 day, 6:53:55, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7729, loss_cls: 1.9935, loss: 1.9935, grad_norm: 6.9755 2020-10-11 16:55:21,377 - mmaction - INFO - Epoch [19][1900/3520] lr: 7.500e-03, eta: 1 day, 6:53:35, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7635, loss_cls: 2.0805, loss: 2.0805, grad_norm: 7.0213 2020-10-11 16:55:42,549 - mmaction - INFO - Epoch [19][1920/3520] lr: 7.500e-03, eta: 1 day, 6:53:16, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7750, loss_cls: 1.9741, loss: 1.9741, grad_norm: 6.7764 2020-10-11 16:56:02,805 - mmaction - INFO - Epoch [19][1940/3520] lr: 7.500e-03, eta: 1 day, 6:52:57, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7875, loss_cls: 1.9496, loss: 1.9496, grad_norm: 6.9278 2020-10-11 16:56:23,819 - mmaction - INFO - Epoch [19][1960/3520] lr: 7.500e-03, eta: 1 day, 6:52:38, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7531, loss_cls: 2.0564, loss: 2.0564, grad_norm: 7.2464 2020-10-11 16:56:44,407 - mmaction - INFO - Epoch [19][1980/3520] lr: 7.500e-03, eta: 1 day, 6:52:19, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7646, loss_cls: 2.0022, loss: 2.0022, grad_norm: 6.9467 2020-10-11 16:57:04,676 - mmaction - INFO - Epoch [19][2000/3520] lr: 7.500e-03, eta: 1 day, 6:51:59, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7667, loss_cls: 1.9723, loss: 1.9723, grad_norm: 7.0010 2020-10-11 16:57:25,356 - mmaction - INFO - Epoch [19][2020/3520] lr: 7.500e-03, eta: 1 day, 6:51:40, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7687, loss_cls: 2.0463, loss: 2.0463, grad_norm: 7.0180 2020-10-11 16:57:45,647 - mmaction - INFO - Epoch [19][2040/3520] lr: 7.500e-03, eta: 1 day, 6:51:20, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7812, loss_cls: 1.9839, loss: 1.9839, grad_norm: 6.8294 2020-10-11 16:58:06,312 - mmaction - INFO - Epoch [19][2060/3520] lr: 7.500e-03, eta: 1 day, 6:51:01, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7781, loss_cls: 1.9125, loss: 1.9125, grad_norm: 6.9570 2020-10-11 16:58:26,806 - mmaction - INFO - Epoch [19][2080/3520] lr: 7.500e-03, eta: 1 day, 6:50:42, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9757, loss: 1.9757, grad_norm: 6.9297 2020-10-11 16:58:47,233 - mmaction - INFO - Epoch [19][2100/3520] lr: 7.500e-03, eta: 1 day, 6:50:22, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7927, loss_cls: 1.9102, loss: 1.9102, grad_norm: 6.7390 2020-10-11 16:59:07,414 - mmaction - INFO - Epoch [19][2120/3520] lr: 7.500e-03, eta: 1 day, 6:50:02, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7979, loss_cls: 1.9122, loss: 1.9122, grad_norm: 7.2254 2020-10-11 16:59:28,333 - mmaction - INFO - Epoch [19][2140/3520] lr: 7.500e-03, eta: 1 day, 6:49:44, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7708, loss_cls: 1.9898, loss: 1.9898, grad_norm: 7.0758 2020-10-11 16:59:49,875 - mmaction - INFO - Epoch [19][2160/3520] lr: 7.500e-03, eta: 1 day, 6:49:26, time: 1.079, data_time: 0.006, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7833, loss_cls: 1.9565, loss: 1.9565, grad_norm: 6.8992 2020-10-11 17:00:11,504 - mmaction - INFO - Epoch [19][2180/3520] lr: 7.500e-03, eta: 1 day, 6:49:08, time: 1.076, data_time: 0.003, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7687, loss_cls: 1.9967, loss: 1.9967, grad_norm: 6.9947 2020-10-11 17:00:32,003 - mmaction - INFO - Epoch [19][2200/3520] lr: 7.500e-03, eta: 1 day, 6:48:49, time: 1.030, data_time: 0.015, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7396, loss_cls: 2.1236, loss: 2.1236, grad_norm: 7.1867 2020-10-11 17:00:52,806 - mmaction - INFO - Epoch [19][2220/3520] lr: 7.500e-03, eta: 1 day, 6:48:30, time: 1.041, data_time: 0.009, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7688, loss_cls: 2.0106, loss: 2.0106, grad_norm: 7.0761 2020-10-11 17:01:12,999 - mmaction - INFO - Epoch [19][2240/3520] lr: 7.500e-03, eta: 1 day, 6:48:10, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7719, loss_cls: 1.9643, loss: 1.9643, grad_norm: 6.5419 2020-10-11 17:01:33,311 - mmaction - INFO - Epoch [19][2260/3520] lr: 7.500e-03, eta: 1 day, 6:47:51, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7594, loss_cls: 2.0038, loss: 2.0038, grad_norm: 6.9534 2020-10-11 17:01:54,116 - mmaction - INFO - Epoch [19][2280/3520] lr: 7.500e-03, eta: 1 day, 6:47:32, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7729, loss_cls: 1.9412, loss: 1.9412, grad_norm: 6.7472 2020-10-11 17:02:15,397 - mmaction - INFO - Epoch [19][2300/3520] lr: 7.500e-03, eta: 1 day, 6:47:14, time: 1.066, data_time: 0.007, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7677, loss_cls: 2.0183, loss: 2.0183, grad_norm: 6.6669 2020-10-11 17:02:35,381 - mmaction - INFO - Epoch [19][2320/3520] lr: 7.500e-03, eta: 1 day, 6:46:53, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7656, loss_cls: 2.0633, loss: 2.0633, grad_norm: 6.7681 2020-10-11 17:02:56,202 - mmaction - INFO - Epoch [19][2340/3520] lr: 7.500e-03, eta: 1 day, 6:46:35, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7458, loss_cls: 2.0629, loss: 2.0629, grad_norm: 6.6180 2020-10-11 17:03:16,172 - mmaction - INFO - Epoch [19][2360/3520] lr: 7.500e-03, eta: 1 day, 6:46:14, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7896, loss_cls: 1.9179, loss: 1.9179, grad_norm: 6.7481 2020-10-11 17:03:36,338 - mmaction - INFO - Epoch [19][2380/3520] lr: 7.500e-03, eta: 1 day, 6:45:54, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7781, loss_cls: 1.9581, loss: 1.9581, grad_norm: 6.8372 2020-10-11 17:03:57,057 - mmaction - INFO - Epoch [19][2400/3520] lr: 7.500e-03, eta: 1 day, 6:45:35, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7802, loss_cls: 1.9490, loss: 1.9490, grad_norm: 6.7125 2020-10-11 17:04:17,150 - mmaction - INFO - Epoch [19][2420/3520] lr: 7.500e-03, eta: 1 day, 6:45:15, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7635, loss_cls: 2.0907, loss: 2.0907, grad_norm: 7.0985 2020-10-11 17:04:39,066 - mmaction - INFO - Epoch [19][2440/3520] lr: 7.500e-03, eta: 1 day, 6:44:58, time: 1.097, data_time: 0.003, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7781, loss_cls: 1.9628, loss: 1.9628, grad_norm: 6.6411 2020-10-11 17:04:58,699 - mmaction - INFO - Epoch [19][2460/3520] lr: 7.500e-03, eta: 1 day, 6:44:37, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.5323, top5_acc: 0.7906, loss_cls: 1.8531, loss: 1.8531, grad_norm: 6.8154 2020-10-11 17:05:19,878 - mmaction - INFO - Epoch [19][2480/3520] lr: 7.500e-03, eta: 1 day, 6:44:19, time: 1.059, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7698, loss_cls: 2.0220, loss: 2.0220, grad_norm: 7.0790 2020-10-11 17:05:40,214 - mmaction - INFO - Epoch [19][2500/3520] lr: 7.500e-03, eta: 1 day, 6:43:59, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7948, loss_cls: 1.9081, loss: 1.9081, grad_norm: 6.8688 2020-10-11 17:06:00,007 - mmaction - INFO - Epoch [19][2520/3520] lr: 7.500e-03, eta: 1 day, 6:43:39, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7740, loss_cls: 1.9871, loss: 1.9871, grad_norm: 7.0879 2020-10-11 17:06:20,060 - mmaction - INFO - Epoch [19][2540/3520] lr: 7.500e-03, eta: 1 day, 6:43:19, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7896, loss_cls: 1.9062, loss: 1.9062, grad_norm: 7.0625 2020-10-11 17:06:40,990 - mmaction - INFO - Epoch [19][2560/3520] lr: 7.500e-03, eta: 1 day, 6:43:00, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.5375, top5_acc: 0.7917, loss_cls: 1.8780, loss: 1.8780, grad_norm: 6.5091 2020-10-11 17:07:02,740 - mmaction - INFO - Epoch [19][2580/3520] lr: 7.500e-03, eta: 1 day, 6:42:43, time: 1.087, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7625, loss_cls: 1.9900, loss: 1.9900, grad_norm: 6.8787 2020-10-11 17:07:23,197 - mmaction - INFO - Epoch [19][2600/3520] lr: 7.500e-03, eta: 1 day, 6:42:23, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.5292, top5_acc: 0.8042, loss_cls: 1.8965, loss: 1.8965, grad_norm: 7.1122 2020-10-11 17:07:44,226 - mmaction - INFO - Epoch [19][2620/3520] lr: 7.500e-03, eta: 1 day, 6:42:05, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7802, loss_cls: 2.0195, loss: 2.0195, grad_norm: 7.2454 2020-10-11 17:08:04,215 - mmaction - INFO - Epoch [19][2640/3520] lr: 7.500e-03, eta: 1 day, 6:41:44, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7719, loss_cls: 1.9538, loss: 1.9538, grad_norm: 6.9089 2020-10-11 17:08:25,464 - mmaction - INFO - Epoch [19][2660/3520] lr: 7.500e-03, eta: 1 day, 6:41:26, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.5323, top5_acc: 0.7750, loss_cls: 1.9555, loss: 1.9555, grad_norm: 6.9017 2020-10-11 17:08:45,657 - mmaction - INFO - Epoch [19][2680/3520] lr: 7.500e-03, eta: 1 day, 6:41:06, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7792, loss_cls: 2.0101, loss: 2.0101, grad_norm: 7.1244 2020-10-11 17:09:06,418 - mmaction - INFO - Epoch [19][2700/3520] lr: 7.500e-03, eta: 1 day, 6:40:47, time: 1.038, data_time: 0.004, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7667, loss_cls: 2.0594, loss: 2.0594, grad_norm: 7.2781 2020-10-11 17:09:26,859 - mmaction - INFO - Epoch [19][2720/3520] lr: 7.500e-03, eta: 1 day, 6:40:28, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7698, loss_cls: 1.9913, loss: 1.9913, grad_norm: 7.3891 2020-10-11 17:09:47,345 - mmaction - INFO - Epoch [19][2740/3520] lr: 7.500e-03, eta: 1 day, 6:40:08, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7594, loss_cls: 2.0515, loss: 2.0515, grad_norm: 7.0096 2020-10-11 17:10:08,091 - mmaction - INFO - Epoch [19][2760/3520] lr: 7.500e-03, eta: 1 day, 6:39:49, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7635, loss_cls: 2.0303, loss: 2.0303, grad_norm: 6.8310 2020-10-11 17:10:27,678 - mmaction - INFO - Epoch [19][2780/3520] lr: 7.500e-03, eta: 1 day, 6:39:28, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7625, loss_cls: 2.0515, loss: 2.0515, grad_norm: 7.0841 2020-10-11 17:10:49,433 - mmaction - INFO - Epoch [19][2800/3520] lr: 7.500e-03, eta: 1 day, 6:39:11, time: 1.088, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7635, loss_cls: 2.0669, loss: 2.0669, grad_norm: 7.1936 2020-10-11 17:11:10,139 - mmaction - INFO - Epoch [19][2820/3520] lr: 7.500e-03, eta: 1 day, 6:38:52, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7760, loss_cls: 2.0185, loss: 2.0185, grad_norm: 6.9991 2020-10-11 17:11:31,209 - mmaction - INFO - Epoch [19][2840/3520] lr: 7.500e-03, eta: 1 day, 6:38:33, time: 1.052, data_time: 0.005, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7802, loss_cls: 2.0349, loss: 2.0349, grad_norm: 7.0558 2020-10-11 17:11:51,323 - mmaction - INFO - Epoch [19][2860/3520] lr: 7.500e-03, eta: 1 day, 6:38:13, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7823, loss_cls: 1.9505, loss: 1.9505, grad_norm: 6.8065 2020-10-11 17:12:11,861 - mmaction - INFO - Epoch [19][2880/3520] lr: 7.500e-03, eta: 1 day, 6:37:54, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7583, loss_cls: 2.0527, loss: 2.0527, grad_norm: 7.3141 2020-10-11 17:12:31,531 - mmaction - INFO - Epoch [19][2900/3520] lr: 7.500e-03, eta: 1 day, 6:37:33, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7958, loss_cls: 1.8475, loss: 1.8475, grad_norm: 7.0775 2020-10-11 17:12:52,719 - mmaction - INFO - Epoch [19][2920/3520] lr: 7.500e-03, eta: 1 day, 6:37:15, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7760, loss_cls: 2.0312, loss: 2.0312, grad_norm: 7.1803 2020-10-11 17:13:12,870 - mmaction - INFO - Epoch [19][2940/3520] lr: 7.500e-03, eta: 1 day, 6:36:55, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7656, loss_cls: 1.9558, loss: 1.9558, grad_norm: 6.5602 2020-10-11 17:13:33,716 - mmaction - INFO - Epoch [19][2960/3520] lr: 7.500e-03, eta: 1 day, 6:36:36, time: 1.040, data_time: 0.004, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7625, loss_cls: 2.0566, loss: 2.0566, grad_norm: 6.9618 2020-10-11 17:13:53,862 - mmaction - INFO - Epoch [19][2980/3520] lr: 7.500e-03, eta: 1 day, 6:36:16, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7625, loss_cls: 2.0108, loss: 2.0108, grad_norm: 6.6741 2020-10-11 17:14:14,044 - mmaction - INFO - Epoch [19][3000/3520] lr: 7.500e-03, eta: 1 day, 6:35:56, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7917, loss_cls: 1.9024, loss: 1.9024, grad_norm: 7.1090 2020-10-11 17:14:33,736 - mmaction - INFO - Epoch [19][3020/3520] lr: 7.500e-03, eta: 1 day, 6:35:35, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7531, loss_cls: 2.0634, loss: 2.0634, grad_norm: 7.1041 2020-10-11 17:14:54,176 - mmaction - INFO - Epoch [19][3040/3520] lr: 7.500e-03, eta: 1 day, 6:35:16, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7563, loss_cls: 2.0590, loss: 2.0590, grad_norm: 6.8073 2020-10-11 17:15:14,024 - mmaction - INFO - Epoch [19][3060/3520] lr: 7.500e-03, eta: 1 day, 6:34:55, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7677, loss_cls: 1.9973, loss: 1.9973, grad_norm: 6.5443 2020-10-11 17:15:34,657 - mmaction - INFO - Epoch [19][3080/3520] lr: 7.500e-03, eta: 1 day, 6:34:36, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7625, loss_cls: 2.0274, loss: 2.0274, grad_norm: 6.9015 2020-10-11 17:15:54,966 - mmaction - INFO - Epoch [19][3100/3520] lr: 7.500e-03, eta: 1 day, 6:34:16, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7542, loss_cls: 2.0451, loss: 2.0451, grad_norm: 6.8411 2020-10-11 17:16:15,697 - mmaction - INFO - Epoch [19][3120/3520] lr: 7.500e-03, eta: 1 day, 6:33:57, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7760, loss_cls: 2.0223, loss: 2.0223, grad_norm: 6.7926 2020-10-11 17:16:36,084 - mmaction - INFO - Epoch [19][3140/3520] lr: 7.500e-03, eta: 1 day, 6:33:38, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7656, loss_cls: 2.0417, loss: 2.0417, grad_norm: 7.3206 2020-10-11 17:16:56,072 - mmaction - INFO - Epoch [19][3160/3520] lr: 7.500e-03, eta: 1 day, 6:33:18, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.5198, top5_acc: 0.8115, loss_cls: 1.8800, loss: 1.8800, grad_norm: 6.7181 2020-10-11 17:17:17,057 - mmaction - INFO - Epoch [19][3180/3520] lr: 7.500e-03, eta: 1 day, 6:32:59, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7823, loss_cls: 1.9779, loss: 1.9779, grad_norm: 6.9547 2020-10-11 17:17:36,728 - mmaction - INFO - Epoch [19][3200/3520] lr: 7.500e-03, eta: 1 day, 6:32:38, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7635, loss_cls: 2.0785, loss: 2.0785, grad_norm: 6.9794 2020-10-11 17:17:56,863 - mmaction - INFO - Epoch [19][3220/3520] lr: 7.500e-03, eta: 1 day, 6:32:18, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7708, loss_cls: 1.9933, loss: 1.9933, grad_norm: 6.8871 2020-10-11 17:18:17,190 - mmaction - INFO - Epoch [19][3240/3520] lr: 7.500e-03, eta: 1 day, 6:31:58, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7521, loss_cls: 2.0560, loss: 2.0560, grad_norm: 6.7153 2020-10-11 17:18:36,932 - mmaction - INFO - Epoch [19][3260/3520] lr: 7.500e-03, eta: 1 day, 6:31:38, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7802, loss_cls: 1.9024, loss: 1.9024, grad_norm: 6.8218 2020-10-11 17:18:57,174 - mmaction - INFO - Epoch [19][3280/3520] lr: 7.500e-03, eta: 1 day, 6:31:18, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7729, loss_cls: 2.0838, loss: 2.0838, grad_norm: 6.9845 2020-10-11 17:19:16,991 - mmaction - INFO - Epoch [19][3300/3520] lr: 7.500e-03, eta: 1 day, 6:30:57, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7625, loss_cls: 2.0135, loss: 2.0135, grad_norm: 6.7923 2020-10-11 17:19:36,736 - mmaction - INFO - Epoch [19][3320/3520] lr: 7.500e-03, eta: 1 day, 6:30:37, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7667, loss_cls: 1.9502, loss: 1.9502, grad_norm: 6.8457 2020-10-11 17:19:57,703 - mmaction - INFO - Epoch [19][3340/3520] lr: 7.500e-03, eta: 1 day, 6:30:18, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7656, loss_cls: 1.9940, loss: 1.9940, grad_norm: 6.7766 2020-10-11 17:20:17,587 - mmaction - INFO - Epoch [19][3360/3520] lr: 7.500e-03, eta: 1 day, 6:29:58, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7781, loss_cls: 1.9858, loss: 1.9858, grad_norm: 7.0689 2020-10-11 17:20:37,542 - mmaction - INFO - Epoch [19][3380/3520] lr: 7.500e-03, eta: 1 day, 6:29:37, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7948, loss_cls: 1.8831, loss: 1.8831, grad_norm: 6.9317 2020-10-11 17:20:58,145 - mmaction - INFO - Epoch [19][3400/3520] lr: 7.500e-03, eta: 1 day, 6:29:18, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7792, loss_cls: 1.9327, loss: 1.9327, grad_norm: 6.9781 2020-10-11 17:21:17,762 - mmaction - INFO - Epoch [19][3420/3520] lr: 7.500e-03, eta: 1 day, 6:28:57, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7729, loss_cls: 2.0673, loss: 2.0673, grad_norm: 7.2601 2020-10-11 17:21:38,398 - mmaction - INFO - Epoch [19][3440/3520] lr: 7.500e-03, eta: 1 day, 6:28:38, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7646, loss_cls: 2.0154, loss: 2.0154, grad_norm: 7.1131 2020-10-11 17:21:58,688 - mmaction - INFO - Epoch [19][3460/3520] lr: 7.500e-03, eta: 1 day, 6:28:18, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7708, loss_cls: 1.9688, loss: 1.9688, grad_norm: 6.7762 2020-10-11 17:22:18,610 - mmaction - INFO - Epoch [19][3480/3520] lr: 7.500e-03, eta: 1 day, 6:27:58, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7969, loss_cls: 1.9431, loss: 1.9431, grad_norm: 6.8635 2020-10-11 17:22:38,534 - mmaction - INFO - Epoch [19][3500/3520] lr: 7.500e-03, eta: 1 day, 6:27:37, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7667, loss_cls: 2.1053, loss: 2.1053, grad_norm: 7.2610 2020-10-11 17:22:57,990 - mmaction - INFO - Epoch [19][3520/3520] lr: 7.500e-03, eta: 1 day, 6:27:16, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.5283, top5_acc: 0.7696, loss_cls: 1.9622, loss: 1.9622, grad_norm: 6.7284 2020-10-11 17:22:58,470 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-10-11 17:23:31,570 - mmaction - INFO - Epoch [20][20/3520] lr: 7.500e-03, eta: 1 day, 6:27:16, time: 1.624, data_time: 0.683, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7708, loss_cls: 1.9834, loss: 1.9834, grad_norm: 6.6839 2020-10-11 17:23:51,189 - mmaction - INFO - Epoch [20][40/3520] lr: 7.500e-03, eta: 1 day, 6:26:55, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7781, loss_cls: 1.9400, loss: 1.9400, grad_norm: 6.9258 2020-10-11 17:24:11,692 - mmaction - INFO - Epoch [20][60/3520] lr: 7.500e-03, eta: 1 day, 6:26:36, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7635, loss_cls: 1.9758, loss: 1.9758, grad_norm: 6.9091 2020-10-11 17:24:31,455 - mmaction - INFO - Epoch [20][80/3520] lr: 7.500e-03, eta: 1 day, 6:26:15, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7698, loss_cls: 1.9511, loss: 1.9511, grad_norm: 6.9362 2020-10-11 17:24:52,482 - mmaction - INFO - Epoch [20][100/3520] lr: 7.500e-03, eta: 1 day, 6:25:57, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7812, loss_cls: 1.9523, loss: 1.9523, grad_norm: 6.7945 2020-10-11 17:25:12,135 - mmaction - INFO - Epoch [20][120/3520] lr: 7.500e-03, eta: 1 day, 6:25:36, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7771, loss_cls: 1.9373, loss: 1.9373, grad_norm: 6.7640 2020-10-11 17:25:32,066 - mmaction - INFO - Epoch [20][140/3520] lr: 7.500e-03, eta: 1 day, 6:25:16, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.5385, top5_acc: 0.7823, loss_cls: 1.8600, loss: 1.8600, grad_norm: 6.6471 2020-10-11 17:25:52,500 - mmaction - INFO - Epoch [20][160/3520] lr: 7.500e-03, eta: 1 day, 6:24:56, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7865, loss_cls: 1.8723, loss: 1.8723, grad_norm: 6.8068 2020-10-11 17:26:12,570 - mmaction - INFO - Epoch [20][180/3520] lr: 7.500e-03, eta: 1 day, 6:24:36, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7625, loss_cls: 1.9734, loss: 1.9734, grad_norm: 6.9200 2020-10-11 17:26:33,229 - mmaction - INFO - Epoch [20][200/3520] lr: 7.500e-03, eta: 1 day, 6:24:17, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7760, loss_cls: 1.9345, loss: 1.9345, grad_norm: 6.8290 2020-10-11 17:26:54,603 - mmaction - INFO - Epoch [20][220/3520] lr: 7.500e-03, eta: 1 day, 6:23:59, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.5396, top5_acc: 0.7865, loss_cls: 1.8908, loss: 1.8908, grad_norm: 6.7096 2020-10-11 17:27:14,458 - mmaction - INFO - Epoch [20][240/3520] lr: 7.500e-03, eta: 1 day, 6:23:38, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7615, loss_cls: 2.0420, loss: 2.0420, grad_norm: 6.8552 2020-10-11 17:27:35,107 - mmaction - INFO - Epoch [20][260/3520] lr: 7.500e-03, eta: 1 day, 6:23:19, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7854, loss_cls: 1.9034, loss: 1.9034, grad_norm: 6.7916 2020-10-11 17:27:55,019 - mmaction - INFO - Epoch [20][280/3520] lr: 7.500e-03, eta: 1 day, 6:22:59, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7802, loss_cls: 1.9768, loss: 1.9768, grad_norm: 7.1654 2020-10-11 17:28:15,776 - mmaction - INFO - Epoch [20][300/3520] lr: 7.500e-03, eta: 1 day, 6:22:39, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7875, loss_cls: 1.9154, loss: 1.9154, grad_norm: 6.7114 2020-10-11 17:28:35,835 - mmaction - INFO - Epoch [20][320/3520] lr: 7.500e-03, eta: 1 day, 6:22:19, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.5521, top5_acc: 0.8062, loss_cls: 1.8399, loss: 1.8399, grad_norm: 7.2305 2020-10-11 17:28:57,317 - mmaction - INFO - Epoch [20][340/3520] lr: 7.500e-03, eta: 1 day, 6:22:01, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7500, loss_cls: 2.0577, loss: 2.0577, grad_norm: 7.2877 2020-10-11 17:29:17,166 - mmaction - INFO - Epoch [20][360/3520] lr: 7.500e-03, eta: 1 day, 6:21:41, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7771, loss_cls: 1.9689, loss: 1.9689, grad_norm: 7.2480 2020-10-11 17:29:38,114 - mmaction - INFO - Epoch [20][380/3520] lr: 7.500e-03, eta: 1 day, 6:21:22, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7531, loss_cls: 2.0376, loss: 2.0376, grad_norm: 6.9716 2020-10-11 17:29:58,919 - mmaction - INFO - Epoch [20][400/3520] lr: 7.500e-03, eta: 1 day, 6:21:03, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7927, loss_cls: 1.9329, loss: 1.9329, grad_norm: 7.0095 2020-10-11 17:30:20,176 - mmaction - INFO - Epoch [20][420/3520] lr: 7.500e-03, eta: 1 day, 6:20:45, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7740, loss_cls: 2.0388, loss: 2.0388, grad_norm: 6.9654 2020-10-11 17:30:40,860 - mmaction - INFO - Epoch [20][440/3520] lr: 7.500e-03, eta: 1 day, 6:20:26, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7854, loss_cls: 1.9529, loss: 1.9529, grad_norm: 6.9527 2020-10-11 17:31:00,907 - mmaction - INFO - Epoch [20][460/3520] lr: 7.500e-03, eta: 1 day, 6:20:06, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.5448, top5_acc: 0.7844, loss_cls: 1.8563, loss: 1.8563, grad_norm: 6.6275 2020-10-11 17:31:21,480 - mmaction - INFO - Epoch [20][480/3520] lr: 7.500e-03, eta: 1 day, 6:19:46, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7656, loss_cls: 2.0218, loss: 2.0218, grad_norm: 6.9969 2020-10-11 17:31:43,378 - mmaction - INFO - Epoch [20][500/3520] lr: 7.500e-03, eta: 1 day, 6:19:29, time: 1.095, data_time: 0.002, memory: 10390, top1_acc: 0.5406, top5_acc: 0.7969, loss_cls: 1.8530, loss: 1.8530, grad_norm: 7.1834 2020-10-11 17:32:03,095 - mmaction - INFO - Epoch [20][520/3520] lr: 7.500e-03, eta: 1 day, 6:19:08, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7875, loss_cls: 1.9406, loss: 1.9406, grad_norm: 6.9918 2020-10-11 17:32:23,092 - mmaction - INFO - Epoch [20][540/3520] lr: 7.500e-03, eta: 1 day, 6:18:48, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7948, loss_cls: 1.8870, loss: 1.8870, grad_norm: 6.9891 2020-10-11 17:32:43,988 - mmaction - INFO - Epoch [20][560/3520] lr: 7.500e-03, eta: 1 day, 6:18:29, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7677, loss_cls: 1.9556, loss: 1.9556, grad_norm: 6.8115 2020-10-11 17:33:03,772 - mmaction - INFO - Epoch [20][580/3520] lr: 7.500e-03, eta: 1 day, 6:18:09, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7646, loss_cls: 2.0071, loss: 2.0071, grad_norm: 7.0851 2020-10-11 17:33:25,128 - mmaction - INFO - Epoch [20][600/3520] lr: 7.500e-03, eta: 1 day, 6:17:51, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7615, loss_cls: 2.0336, loss: 2.0336, grad_norm: 7.0884 2020-10-11 17:33:46,193 - mmaction - INFO - Epoch [20][620/3520] lr: 7.500e-03, eta: 1 day, 6:17:32, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 2.0057, loss: 2.0057, grad_norm: 7.0572 2020-10-11 17:34:07,429 - mmaction - INFO - Epoch [20][640/3520] lr: 7.500e-03, eta: 1 day, 6:17:14, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7958, loss_cls: 1.9487, loss: 1.9487, grad_norm: 6.8323 2020-10-11 17:34:27,981 - mmaction - INFO - Epoch [20][660/3520] lr: 7.500e-03, eta: 1 day, 6:16:54, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7906, loss_cls: 1.9102, loss: 1.9102, grad_norm: 6.7847 2020-10-11 17:34:48,003 - mmaction - INFO - Epoch [20][680/3520] lr: 7.500e-03, eta: 1 day, 6:16:34, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7896, loss_cls: 1.9593, loss: 1.9593, grad_norm: 7.0338 2020-10-11 17:35:08,412 - mmaction - INFO - Epoch [20][700/3520] lr: 7.500e-03, eta: 1 day, 6:16:15, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.5010, top5_acc: 0.8021, loss_cls: 1.9483, loss: 1.9483, grad_norm: 6.9202 2020-10-11 17:35:30,137 - mmaction - INFO - Epoch [20][720/3520] lr: 7.500e-03, eta: 1 day, 6:15:57, time: 1.082, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7885, loss_cls: 1.9040, loss: 1.9040, grad_norm: 7.0276 2020-10-11 17:35:51,049 - mmaction - INFO - Epoch [20][740/3520] lr: 7.500e-03, eta: 1 day, 6:15:38, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7896, loss_cls: 1.9464, loss: 1.9464, grad_norm: 7.2042 2020-10-11 17:36:11,000 - mmaction - INFO - Epoch [20][760/3520] lr: 7.500e-03, eta: 1 day, 6:15:18, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7521, loss_cls: 2.0471, loss: 2.0471, grad_norm: 7.1875 2020-10-11 17:36:31,030 - mmaction - INFO - Epoch [20][780/3520] lr: 7.500e-03, eta: 1 day, 6:14:58, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7604, loss_cls: 2.0242, loss: 2.0242, grad_norm: 7.1304 2020-10-11 17:36:52,439 - mmaction - INFO - Epoch [20][800/3520] lr: 7.500e-03, eta: 1 day, 6:14:40, time: 1.066, data_time: 0.004, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7438, loss_cls: 2.1095, loss: 2.1095, grad_norm: 7.1806 2020-10-11 17:37:12,743 - mmaction - INFO - Epoch [20][820/3520] lr: 7.500e-03, eta: 1 day, 6:14:20, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7740, loss_cls: 1.9189, loss: 1.9189, grad_norm: 6.5310 2020-10-11 17:37:34,141 - mmaction - INFO - Epoch [20][840/3520] lr: 7.500e-03, eta: 1 day, 6:14:02, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7833, loss_cls: 1.9876, loss: 1.9876, grad_norm: 7.0581 2020-10-11 17:37:54,069 - mmaction - INFO - Epoch [20][860/3520] lr: 7.500e-03, eta: 1 day, 6:13:41, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7635, loss_cls: 1.9697, loss: 1.9697, grad_norm: 7.0203 2020-10-11 17:38:15,309 - mmaction - INFO - Epoch [20][880/3520] lr: 7.500e-03, eta: 1 day, 6:13:23, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7792, loss_cls: 1.9923, loss: 1.9923, grad_norm: 7.1703 2020-10-11 17:38:35,475 - mmaction - INFO - Epoch [20][900/3520] lr: 7.500e-03, eta: 1 day, 6:13:03, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7677, loss_cls: 2.0000, loss: 2.0000, grad_norm: 7.1601 2020-10-11 17:38:56,071 - mmaction - INFO - Epoch [20][920/3520] lr: 7.500e-03, eta: 1 day, 6:12:44, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 1.9889, loss: 1.9889, grad_norm: 7.0409 2020-10-11 17:39:15,913 - mmaction - INFO - Epoch [20][940/3520] lr: 7.500e-03, eta: 1 day, 6:12:23, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.5396, top5_acc: 0.7729, loss_cls: 1.9023, loss: 1.9023, grad_norm: 6.7459 2020-10-11 17:39:36,287 - mmaction - INFO - Epoch [20][960/3520] lr: 7.500e-03, eta: 1 day, 6:12:04, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7854, loss_cls: 1.8988, loss: 1.8988, grad_norm: 6.9678 2020-10-11 17:39:56,923 - mmaction - INFO - Epoch [20][980/3520] lr: 7.500e-03, eta: 1 day, 6:11:44, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.5062, top5_acc: 0.8094, loss_cls: 1.8767, loss: 1.8767, grad_norm: 7.1315 2020-10-11 17:40:18,071 - mmaction - INFO - Epoch [20][1000/3520] lr: 7.500e-03, eta: 1 day, 6:11:26, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7812, loss_cls: 1.9663, loss: 1.9663, grad_norm: 7.4346 2020-10-11 17:40:37,947 - mmaction - INFO - Epoch [20][1020/3520] lr: 7.500e-03, eta: 1 day, 6:11:05, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7698, loss_cls: 1.9874, loss: 1.9874, grad_norm: 6.8767 2020-10-11 17:40:58,463 - mmaction - INFO - Epoch [20][1040/3520] lr: 7.500e-03, eta: 1 day, 6:10:46, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.5385, top5_acc: 0.7833, loss_cls: 1.8961, loss: 1.8961, grad_norm: 6.8363 2020-10-11 17:41:19,163 - mmaction - INFO - Epoch [20][1060/3520] lr: 7.500e-03, eta: 1 day, 6:10:27, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7760, loss_cls: 2.0097, loss: 2.0097, grad_norm: 7.3232 2020-10-11 17:41:39,728 - mmaction - INFO - Epoch [20][1080/3520] lr: 7.500e-03, eta: 1 day, 6:10:07, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7865, loss_cls: 1.8994, loss: 1.8994, grad_norm: 6.8695 2020-10-11 17:41:59,695 - mmaction - INFO - Epoch [20][1100/3520] lr: 7.500e-03, eta: 1 day, 6:09:47, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7719, loss_cls: 1.9669, loss: 1.9669, grad_norm: 7.3094 2020-10-11 17:42:20,489 - mmaction - INFO - Epoch [20][1120/3520] lr: 7.500e-03, eta: 1 day, 6:09:28, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7469, loss_cls: 2.0489, loss: 2.0489, grad_norm: 6.8917 2020-10-11 17:42:40,766 - mmaction - INFO - Epoch [20][1140/3520] lr: 7.500e-03, eta: 1 day, 6:09:08, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7979, loss_cls: 1.9320, loss: 1.9320, grad_norm: 6.7646 2020-10-11 17:43:02,129 - mmaction - INFO - Epoch [20][1160/3520] lr: 7.500e-03, eta: 1 day, 6:08:50, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7604, loss_cls: 2.0241, loss: 2.0241, grad_norm: 6.8948 2020-10-11 17:43:23,736 - mmaction - INFO - Epoch [20][1180/3520] lr: 7.500e-03, eta: 1 day, 6:08:32, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7615, loss_cls: 1.9864, loss: 1.9864, grad_norm: 6.8676 2020-10-11 17:43:45,260 - mmaction - INFO - Epoch [20][1200/3520] lr: 7.500e-03, eta: 1 day, 6:08:15, time: 1.077, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7667, loss_cls: 1.9975, loss: 1.9975, grad_norm: 7.1103 2020-10-11 17:44:06,034 - mmaction - INFO - Epoch [20][1220/3520] lr: 7.500e-03, eta: 1 day, 6:07:56, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7646, loss_cls: 2.0314, loss: 2.0314, grad_norm: 7.0977 2020-10-11 17:44:26,157 - mmaction - INFO - Epoch [20][1240/3520] lr: 7.500e-03, eta: 1 day, 6:07:36, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7635, loss_cls: 1.9763, loss: 1.9763, grad_norm: 6.7450 2020-10-11 17:44:46,911 - mmaction - INFO - Epoch [20][1260/3520] lr: 7.500e-03, eta: 1 day, 6:07:16, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7635, loss_cls: 2.0596, loss: 2.0596, grad_norm: 7.0750 2020-10-11 17:45:07,949 - mmaction - INFO - Epoch [20][1280/3520] lr: 7.500e-03, eta: 1 day, 6:06:58, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7875, loss_cls: 1.9131, loss: 1.9131, grad_norm: 6.7143 2020-10-11 17:45:28,658 - mmaction - INFO - Epoch [20][1300/3520] lr: 7.500e-03, eta: 1 day, 6:06:39, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7740, loss_cls: 2.0002, loss: 2.0002, grad_norm: 6.9850 2020-10-11 17:45:49,559 - mmaction - INFO - Epoch [20][1320/3520] lr: 7.500e-03, eta: 1 day, 6:06:20, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7740, loss_cls: 1.9380, loss: 1.9380, grad_norm: 6.9787 2020-10-11 17:46:10,422 - mmaction - INFO - Epoch [20][1340/3520] lr: 7.500e-03, eta: 1 day, 6:06:01, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7771, loss_cls: 1.9615, loss: 1.9615, grad_norm: 7.3080 2020-10-11 17:46:31,303 - mmaction - INFO - Epoch [20][1360/3520] lr: 7.500e-03, eta: 1 day, 6:05:42, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7594, loss_cls: 2.0403, loss: 2.0403, grad_norm: 7.0325 2020-10-11 17:46:53,430 - mmaction - INFO - Epoch [20][1380/3520] lr: 7.500e-03, eta: 1 day, 6:05:25, time: 1.107, data_time: 0.005, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7844, loss_cls: 1.9871, loss: 1.9871, grad_norm: 6.9146 2020-10-11 17:47:15,518 - mmaction - INFO - Epoch [20][1400/3520] lr: 7.500e-03, eta: 1 day, 6:05:08, time: 1.103, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7583, loss_cls: 2.0411, loss: 2.0411, grad_norm: 6.9296 2020-10-11 17:47:35,872 - mmaction - INFO - Epoch [20][1420/3520] lr: 7.500e-03, eta: 1 day, 6:04:48, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7792, loss_cls: 1.9654, loss: 1.9654, grad_norm: 6.9449 2020-10-11 17:47:56,293 - mmaction - INFO - Epoch [20][1440/3520] lr: 7.500e-03, eta: 1 day, 6:04:29, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.5438, top5_acc: 0.8021, loss_cls: 1.8383, loss: 1.8383, grad_norm: 6.8043 2020-10-11 17:48:17,801 - mmaction - INFO - Epoch [20][1460/3520] lr: 7.500e-03, eta: 1 day, 6:04:11, time: 1.079, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7760, loss_cls: 2.0569, loss: 2.0569, grad_norm: 7.2212 2020-10-11 17:48:37,805 - mmaction - INFO - Epoch [20][1480/3520] lr: 7.500e-03, eta: 1 day, 6:03:51, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7896, loss_cls: 1.9739, loss: 1.9739, grad_norm: 6.8392 2020-10-11 17:48:58,438 - mmaction - INFO - Epoch [20][1500/3520] lr: 7.500e-03, eta: 1 day, 6:03:31, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7854, loss_cls: 1.9657, loss: 1.9657, grad_norm: 7.0124 2020-10-11 17:49:19,679 - mmaction - INFO - Epoch [20][1520/3520] lr: 7.500e-03, eta: 1 day, 6:03:13, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7885, loss_cls: 1.9519, loss: 1.9519, grad_norm: 6.9029 2020-10-11 17:49:41,038 - mmaction - INFO - Epoch [20][1540/3520] lr: 7.500e-03, eta: 1 day, 6:02:55, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7656, loss_cls: 2.0224, loss: 2.0224, grad_norm: 7.1245 2020-10-11 17:50:00,848 - mmaction - INFO - Epoch [20][1560/3520] lr: 7.500e-03, eta: 1 day, 6:02:34, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.5187, top5_acc: 0.7948, loss_cls: 1.9188, loss: 1.9188, grad_norm: 7.1094 2020-10-11 17:50:22,594 - mmaction - INFO - Epoch [20][1580/3520] lr: 7.500e-03, eta: 1 day, 6:02:17, time: 1.089, data_time: 0.006, memory: 10390, top1_acc: 0.5427, top5_acc: 0.7885, loss_cls: 1.8862, loss: 1.8862, grad_norm: 6.9856 2020-10-11 17:50:43,393 - mmaction - INFO - Epoch [20][1600/3520] lr: 7.500e-03, eta: 1 day, 6:01:58, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7635, loss_cls: 1.9871, loss: 1.9871, grad_norm: 7.0406 2020-10-11 17:51:05,500 - mmaction - INFO - Epoch [20][1620/3520] lr: 7.500e-03, eta: 1 day, 6:01:41, time: 1.106, data_time: 0.002, memory: 10390, top1_acc: 0.5323, top5_acc: 0.7896, loss_cls: 1.8855, loss: 1.8855, grad_norm: 6.7006 2020-10-11 17:51:27,578 - mmaction - INFO - Epoch [20][1640/3520] lr: 7.500e-03, eta: 1 day, 6:01:24, time: 1.102, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7740, loss_cls: 1.9616, loss: 1.9616, grad_norm: 6.8849 2020-10-11 17:51:47,334 - mmaction - INFO - Epoch [20][1660/3520] lr: 7.500e-03, eta: 1 day, 6:01:03, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7667, loss_cls: 1.9736, loss: 1.9736, grad_norm: 6.9977 2020-10-11 17:52:08,093 - mmaction - INFO - Epoch [20][1680/3520] lr: 7.500e-03, eta: 1 day, 6:00:44, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7573, loss_cls: 1.9782, loss: 1.9782, grad_norm: 7.0734 2020-10-11 17:52:30,075 - mmaction - INFO - Epoch [20][1700/3520] lr: 7.500e-03, eta: 1 day, 6:00:27, time: 1.098, data_time: 0.005, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7760, loss_cls: 1.9761, loss: 1.9761, grad_norm: 6.9777 2020-10-11 17:52:50,882 - mmaction - INFO - Epoch [20][1720/3520] lr: 7.500e-03, eta: 1 day, 6:00:08, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7938, loss_cls: 1.9565, loss: 1.9565, grad_norm: 6.9540 2020-10-11 17:53:11,775 - mmaction - INFO - Epoch [20][1740/3520] lr: 7.500e-03, eta: 1 day, 5:59:49, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7635, loss_cls: 1.9796, loss: 1.9796, grad_norm: 6.9162 2020-10-11 17:53:33,457 - mmaction - INFO - Epoch [20][1760/3520] lr: 7.500e-03, eta: 1 day, 5:59:31, time: 1.086, data_time: 0.006, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7656, loss_cls: 2.0031, loss: 2.0031, grad_norm: 7.1312 2020-10-11 17:53:55,937 - mmaction - INFO - Epoch [20][1780/3520] lr: 7.500e-03, eta: 1 day, 5:59:15, time: 1.123, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7625, loss_cls: 2.0941, loss: 2.0941, grad_norm: 7.2392 2020-10-11 17:54:16,638 - mmaction - INFO - Epoch [20][1800/3520] lr: 7.500e-03, eta: 1 day, 5:58:55, time: 1.036, data_time: 0.008, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7604, loss_cls: 2.0305, loss: 2.0305, grad_norm: 6.9542 2020-10-11 17:54:37,012 - mmaction - INFO - Epoch [20][1820/3520] lr: 7.500e-03, eta: 1 day, 5:58:36, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7854, loss_cls: 2.0309, loss: 2.0309, grad_norm: 6.8448 2020-10-11 17:54:57,537 - mmaction - INFO - Epoch [20][1840/3520] lr: 7.500e-03, eta: 1 day, 5:58:16, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7792, loss_cls: 1.9820, loss: 1.9820, grad_norm: 6.9174 2020-10-11 17:55:18,709 - mmaction - INFO - Epoch [20][1860/3520] lr: 7.500e-03, eta: 1 day, 5:57:58, time: 1.063, data_time: 0.008, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7656, loss_cls: 1.9565, loss: 1.9565, grad_norm: 7.0370 2020-10-11 17:55:39,868 - mmaction - INFO - Epoch [20][1880/3520] lr: 7.500e-03, eta: 1 day, 5:57:39, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7615, loss_cls: 2.0634, loss: 2.0634, grad_norm: 7.0942 2020-10-11 17:56:01,291 - mmaction - INFO - Epoch [20][1900/3520] lr: 7.500e-03, eta: 1 day, 5:57:21, time: 1.068, data_time: 0.004, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7792, loss_cls: 2.0507, loss: 2.0507, grad_norm: 7.0105 2020-10-11 17:56:22,183 - mmaction - INFO - Epoch [20][1920/3520] lr: 7.500e-03, eta: 1 day, 5:57:02, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7885, loss_cls: 1.8937, loss: 1.8937, grad_norm: 6.9884 2020-10-11 17:56:42,744 - mmaction - INFO - Epoch [20][1940/3520] lr: 7.500e-03, eta: 1 day, 5:56:43, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7698, loss_cls: 2.0906, loss: 2.0906, grad_norm: 7.4545 2020-10-11 17:57:04,042 - mmaction - INFO - Epoch [20][1960/3520] lr: 7.500e-03, eta: 1 day, 5:56:25, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7781, loss_cls: 2.0314, loss: 2.0314, grad_norm: 7.0038 2020-10-11 17:57:25,007 - mmaction - INFO - Epoch [20][1980/3520] lr: 7.500e-03, eta: 1 day, 5:56:06, time: 1.048, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7635, loss_cls: 2.0350, loss: 2.0350, grad_norm: 6.9529 2020-10-11 17:57:46,238 - mmaction - INFO - Epoch [20][2000/3520] lr: 7.500e-03, eta: 1 day, 5:55:47, time: 1.062, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7917, loss_cls: 1.9576, loss: 1.9576, grad_norm: 6.9694 2020-10-11 17:58:07,237 - mmaction - INFO - Epoch [20][2020/3520] lr: 7.500e-03, eta: 1 day, 5:55:29, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7677, loss_cls: 2.0013, loss: 2.0013, grad_norm: 7.0437 2020-10-11 17:58:27,595 - mmaction - INFO - Epoch [20][2040/3520] lr: 7.500e-03, eta: 1 day, 5:55:09, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 2.0303, loss: 2.0303, grad_norm: 6.9376 2020-10-11 17:58:49,519 - mmaction - INFO - Epoch [20][2060/3520] lr: 7.500e-03, eta: 1 day, 5:54:52, time: 1.096, data_time: 0.003, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7698, loss_cls: 1.9820, loss: 1.9820, grad_norm: 7.0344 2020-10-11 17:59:11,180 - mmaction - INFO - Epoch [20][2080/3520] lr: 7.500e-03, eta: 1 day, 5:54:34, time: 1.083, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7740, loss_cls: 2.0006, loss: 2.0006, grad_norm: 6.8565 2020-10-11 17:59:32,688 - mmaction - INFO - Epoch [20][2100/3520] lr: 7.500e-03, eta: 1 day, 5:54:16, time: 1.075, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7740, loss_cls: 2.0040, loss: 2.0040, grad_norm: 6.9929 2020-10-11 17:59:54,063 - mmaction - INFO - Epoch [20][2120/3520] lr: 7.500e-03, eta: 1 day, 5:53:58, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7667, loss_cls: 2.0531, loss: 2.0531, grad_norm: 7.0161 2020-10-11 18:00:17,661 - mmaction - INFO - Epoch [20][2140/3520] lr: 7.500e-03, eta: 1 day, 5:53:43, time: 1.175, data_time: 0.007, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7677, loss_cls: 2.0246, loss: 2.0246, grad_norm: 7.0704 2020-10-11 18:00:38,062 - mmaction - INFO - Epoch [20][2160/3520] lr: 7.500e-03, eta: 1 day, 5:53:23, time: 1.029, data_time: 0.013, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7813, loss_cls: 2.0263, loss: 2.0263, grad_norm: 7.3066 2020-10-11 18:00:59,011 - mmaction - INFO - Epoch [20][2180/3520] lr: 7.500e-03, eta: 1 day, 5:53:04, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7687, loss_cls: 1.9971, loss: 1.9971, grad_norm: 6.8881 2020-10-11 18:01:19,651 - mmaction - INFO - Epoch [20][2200/3520] lr: 7.500e-03, eta: 1 day, 5:52:45, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7802, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.8952 2020-10-11 18:01:42,472 - mmaction - INFO - Epoch [20][2220/3520] lr: 7.500e-03, eta: 1 day, 5:52:29, time: 1.141, data_time: 0.002, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7802, loss_cls: 1.9484, loss: 1.9484, grad_norm: 6.7055 2020-10-11 18:02:02,872 - mmaction - INFO - Epoch [20][2240/3520] lr: 7.500e-03, eta: 1 day, 5:52:10, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.5375, top5_acc: 0.8094, loss_cls: 1.8425, loss: 1.8425, grad_norm: 6.8514 2020-10-11 18:02:23,674 - mmaction - INFO - Epoch [20][2260/3520] lr: 7.500e-03, eta: 1 day, 5:51:51, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7906, loss_cls: 1.8675, loss: 1.8675, grad_norm: 6.8449 2020-10-11 18:02:44,504 - mmaction - INFO - Epoch [20][2280/3520] lr: 7.500e-03, eta: 1 day, 5:51:31, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7594, loss_cls: 2.0168, loss: 2.0168, grad_norm: 6.9425 2020-10-11 18:03:05,746 - mmaction - INFO - Epoch [20][2300/3520] lr: 7.500e-03, eta: 1 day, 5:51:13, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7760, loss_cls: 2.0056, loss: 2.0056, grad_norm: 6.8615 2020-10-11 18:03:27,336 - mmaction - INFO - Epoch [20][2320/3520] lr: 7.500e-03, eta: 1 day, 5:50:55, time: 1.081, data_time: 0.005, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7573, loss_cls: 2.1277, loss: 2.1277, grad_norm: 7.1199 2020-10-11 18:03:47,700 - mmaction - INFO - Epoch [20][2340/3520] lr: 7.500e-03, eta: 1 day, 5:50:36, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.5427, top5_acc: 0.8052, loss_cls: 1.8580, loss: 1.8580, grad_norm: 6.6128 2020-10-11 18:04:08,540 - mmaction - INFO - Epoch [20][2360/3520] lr: 7.500e-03, eta: 1 day, 5:50:16, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7823, loss_cls: 1.8651, loss: 1.8651, grad_norm: 6.6803 2020-10-11 18:04:29,066 - mmaction - INFO - Epoch [20][2380/3520] lr: 7.500e-03, eta: 1 day, 5:49:57, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7760, loss_cls: 1.9835, loss: 1.9835, grad_norm: 7.3561 2020-10-11 18:04:49,760 - mmaction - INFO - Epoch [20][2400/3520] lr: 7.500e-03, eta: 1 day, 5:49:38, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.5469, top5_acc: 0.7781, loss_cls: 1.8280, loss: 1.8280, grad_norm: 6.8665 2020-10-11 18:05:11,841 - mmaction - INFO - Epoch [20][2420/3520] lr: 7.500e-03, eta: 1 day, 5:49:21, time: 1.104, data_time: 0.005, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7990, loss_cls: 1.8675, loss: 1.8675, grad_norm: 6.8319 2020-10-11 18:05:33,141 - mmaction - INFO - Epoch [20][2440/3520] lr: 7.500e-03, eta: 1 day, 5:49:02, time: 1.064, data_time: 0.002, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7760, loss_cls: 2.0168, loss: 2.0168, grad_norm: 7.0770 2020-10-11 18:05:54,118 - mmaction - INFO - Epoch [20][2460/3520] lr: 7.500e-03, eta: 1 day, 5:48:43, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7646, loss_cls: 2.0034, loss: 2.0034, grad_norm: 6.9628 2020-10-11 18:06:14,616 - mmaction - INFO - Epoch [20][2480/3520] lr: 7.500e-03, eta: 1 day, 5:48:24, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7677, loss_cls: 1.9970, loss: 1.9970, grad_norm: 7.0994 2020-10-11 18:06:37,084 - mmaction - INFO - Epoch [20][2500/3520] lr: 7.500e-03, eta: 1 day, 5:48:07, time: 1.124, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7667, loss_cls: 2.1059, loss: 2.1059, grad_norm: 6.9475 2020-10-11 18:06:57,889 - mmaction - INFO - Epoch [20][2520/3520] lr: 7.500e-03, eta: 1 day, 5:47:48, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7885, loss_cls: 1.9153, loss: 1.9153, grad_norm: 6.8915 2020-10-11 18:07:19,620 - mmaction - INFO - Epoch [20][2540/3520] lr: 7.500e-03, eta: 1 day, 5:47:31, time: 1.089, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7760, loss_cls: 1.9660, loss: 1.9660, grad_norm: 6.7350 2020-10-11 18:07:40,876 - mmaction - INFO - Epoch [20][2560/3520] lr: 7.500e-03, eta: 1 day, 5:47:12, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7792, loss_cls: 1.8917, loss: 1.8917, grad_norm: 6.6165 2020-10-11 18:08:01,463 - mmaction - INFO - Epoch [20][2580/3520] lr: 7.500e-03, eta: 1 day, 5:46:53, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7729, loss_cls: 2.0466, loss: 2.0466, grad_norm: 7.3621 2020-10-11 18:08:22,300 - mmaction - INFO - Epoch [20][2600/3520] lr: 7.500e-03, eta: 1 day, 5:46:34, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7615, loss_cls: 2.0453, loss: 2.0453, grad_norm: 7.0860 2020-10-11 18:08:44,122 - mmaction - INFO - Epoch [20][2620/3520] lr: 7.500e-03, eta: 1 day, 5:46:16, time: 1.091, data_time: 0.004, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7646, loss_cls: 2.0585, loss: 2.0585, grad_norm: 6.9499 2020-10-11 18:09:04,771 - mmaction - INFO - Epoch [20][2640/3520] lr: 7.500e-03, eta: 1 day, 5:45:57, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7604, loss_cls: 2.0638, loss: 2.0638, grad_norm: 7.3902 2020-10-11 18:09:26,053 - mmaction - INFO - Epoch [20][2660/3520] lr: 7.500e-03, eta: 1 day, 5:45:39, time: 1.064, data_time: 0.007, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7813, loss_cls: 1.9243, loss: 1.9243, grad_norm: 6.7767 2020-10-11 18:09:48,045 - mmaction - INFO - Epoch [20][2680/3520] lr: 7.500e-03, eta: 1 day, 5:45:21, time: 1.100, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7833, loss_cls: 2.0191, loss: 2.0191, grad_norm: 6.9343 2020-10-11 18:10:08,826 - mmaction - INFO - Epoch [20][2700/3520] lr: 7.500e-03, eta: 1 day, 5:45:02, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.5156, top5_acc: 0.8000, loss_cls: 1.8933, loss: 1.8933, grad_norm: 6.6200 2020-10-11 18:10:29,192 - mmaction - INFO - Epoch [20][2720/3520] lr: 7.500e-03, eta: 1 day, 5:44:42, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7521, loss_cls: 2.0459, loss: 2.0459, grad_norm: 7.1159 2020-10-11 18:10:50,281 - mmaction - INFO - Epoch [20][2740/3520] lr: 7.500e-03, eta: 1 day, 5:44:24, time: 1.055, data_time: 0.004, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7740, loss_cls: 1.9470, loss: 1.9470, grad_norm: 6.7304 2020-10-11 18:11:11,092 - mmaction - INFO - Epoch [20][2760/3520] lr: 7.500e-03, eta: 1 day, 5:44:05, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7812, loss_cls: 1.9838, loss: 1.9838, grad_norm: 7.0913 2020-10-11 18:11:31,874 - mmaction - INFO - Epoch [20][2780/3520] lr: 7.500e-03, eta: 1 day, 5:43:46, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7885, loss_cls: 1.8767, loss: 1.8767, grad_norm: 6.9698 2020-10-11 18:11:53,290 - mmaction - INFO - Epoch [20][2800/3520] lr: 7.500e-03, eta: 1 day, 5:43:27, time: 1.070, data_time: 0.002, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7740, loss_cls: 1.9193, loss: 1.9193, grad_norm: 7.1042 2020-10-11 18:12:15,499 - mmaction - INFO - Epoch [20][2820/3520] lr: 7.500e-03, eta: 1 day, 5:43:10, time: 1.111, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7885, loss_cls: 1.8957, loss: 1.8957, grad_norm: 7.4176 2020-10-11 18:12:36,396 - mmaction - INFO - Epoch [20][2840/3520] lr: 7.500e-03, eta: 1 day, 5:42:51, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7760, loss_cls: 1.9928, loss: 1.9928, grad_norm: 7.1272 2020-10-11 18:12:57,496 - mmaction - INFO - Epoch [20][2860/3520] lr: 7.500e-03, eta: 1 day, 5:42:33, time: 1.054, data_time: 0.004, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7802, loss_cls: 1.9304, loss: 1.9304, grad_norm: 6.9343 2020-10-11 18:13:18,741 - mmaction - INFO - Epoch [20][2880/3520] lr: 7.500e-03, eta: 1 day, 5:42:14, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7896, loss_cls: 1.9533, loss: 1.9533, grad_norm: 7.0103 2020-10-11 18:13:40,385 - mmaction - INFO - Epoch [20][2900/3520] lr: 7.500e-03, eta: 1 day, 5:41:57, time: 1.083, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7760, loss_cls: 2.0010, loss: 2.0010, grad_norm: 7.1581 2020-10-11 18:14:02,200 - mmaction - INFO - Epoch [20][2920/3520] lr: 7.500e-03, eta: 1 day, 5:41:39, time: 1.090, data_time: 0.007, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7781, loss_cls: 1.9734, loss: 1.9734, grad_norm: 6.8813 2020-10-11 18:14:22,687 - mmaction - INFO - Epoch [20][2940/3520] lr: 7.500e-03, eta: 1 day, 5:41:19, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7948, loss_cls: 1.9340, loss: 1.9340, grad_norm: 6.8296 2020-10-11 18:14:44,453 - mmaction - INFO - Epoch [20][2960/3520] lr: 7.500e-03, eta: 1 day, 5:41:02, time: 1.087, data_time: 0.002, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7781, loss_cls: 1.9733, loss: 1.9733, grad_norm: 6.7305 2020-10-11 18:15:05,797 - mmaction - INFO - Epoch [20][2980/3520] lr: 7.500e-03, eta: 1 day, 5:40:43, time: 1.067, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7708, loss_cls: 2.0023, loss: 2.0023, grad_norm: 6.9553 2020-10-11 18:15:26,126 - mmaction - INFO - Epoch [20][3000/3520] lr: 7.500e-03, eta: 1 day, 5:40:24, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7948, loss_cls: 1.9068, loss: 1.9068, grad_norm: 6.9160 2020-10-11 18:15:47,395 - mmaction - INFO - Epoch [20][3020/3520] lr: 7.500e-03, eta: 1 day, 5:40:05, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7781, loss_cls: 2.0099, loss: 2.0099, grad_norm: 6.9721 2020-10-11 18:16:08,376 - mmaction - INFO - Epoch [20][3040/3520] lr: 7.500e-03, eta: 1 day, 5:39:46, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7760, loss_cls: 2.0275, loss: 2.0275, grad_norm: 7.0216 2020-10-11 18:16:29,442 - mmaction - INFO - Epoch [20][3060/3520] lr: 7.500e-03, eta: 1 day, 5:39:28, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7740, loss_cls: 2.0494, loss: 2.0494, grad_norm: 6.9144 2020-10-11 18:16:50,625 - mmaction - INFO - Epoch [20][3080/3520] lr: 7.500e-03, eta: 1 day, 5:39:09, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7875, loss_cls: 1.9239, loss: 1.9239, grad_norm: 7.0581 2020-10-11 18:17:12,259 - mmaction - INFO - Epoch [20][3100/3520] lr: 7.500e-03, eta: 1 day, 5:38:51, time: 1.078, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7833, loss_cls: 1.9426, loss: 1.9426, grad_norm: 6.6454 2020-10-11 18:17:33,267 - mmaction - INFO - Epoch [20][3120/3520] lr: 7.500e-03, eta: 1 day, 5:38:32, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7781, loss_cls: 1.9912, loss: 1.9912, grad_norm: 7.2877 2020-10-11 18:17:54,969 - mmaction - INFO - Epoch [20][3140/3520] lr: 7.500e-03, eta: 1 day, 5:38:15, time: 1.083, data_time: 0.004, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7740, loss_cls: 1.9525, loss: 1.9525, grad_norm: 7.0758 2020-10-11 18:18:16,488 - mmaction - INFO - Epoch [20][3160/3520] lr: 7.500e-03, eta: 1 day, 5:37:57, time: 1.079, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7781, loss_cls: 1.9489, loss: 1.9489, grad_norm: 7.0465 2020-10-11 18:18:37,142 - mmaction - INFO - Epoch [20][3180/3520] lr: 7.500e-03, eta: 1 day, 5:37:37, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7760, loss_cls: 1.9811, loss: 1.9811, grad_norm: 7.0809 2020-10-11 18:18:58,748 - mmaction - INFO - Epoch [20][3200/3520] lr: 7.500e-03, eta: 1 day, 5:37:19, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7802, loss_cls: 1.9083, loss: 1.9083, grad_norm: 6.7366 2020-10-11 18:19:19,498 - mmaction - INFO - Epoch [20][3220/3520] lr: 7.500e-03, eta: 1 day, 5:37:00, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7500, loss_cls: 2.1735, loss: 2.1735, grad_norm: 7.5147 2020-10-11 18:19:41,267 - mmaction - INFO - Epoch [20][3240/3520] lr: 7.500e-03, eta: 1 day, 5:36:43, time: 1.089, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7771, loss_cls: 2.0082, loss: 2.0082, grad_norm: 6.9512 2020-10-11 18:20:03,068 - mmaction - INFO - Epoch [20][3260/3520] lr: 7.500e-03, eta: 1 day, 5:36:25, time: 1.090, data_time: 0.004, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7625, loss_cls: 2.1028, loss: 2.1028, grad_norm: 7.0470 2020-10-11 18:20:24,153 - mmaction - INFO - Epoch [20][3280/3520] lr: 7.500e-03, eta: 1 day, 5:36:06, time: 1.053, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7521, loss_cls: 2.0255, loss: 2.0255, grad_norm: 6.8353 2020-10-11 18:20:45,354 - mmaction - INFO - Epoch [20][3300/3520] lr: 7.500e-03, eta: 1 day, 5:35:48, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7760, loss_cls: 1.9700, loss: 1.9700, grad_norm: 6.9471 2020-10-11 18:21:06,636 - mmaction - INFO - Epoch [20][3320/3520] lr: 7.500e-03, eta: 1 day, 5:35:29, time: 1.062, data_time: 0.004, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7667, loss_cls: 1.9742, loss: 1.9742, grad_norm: 7.0371 2020-10-11 18:21:27,127 - mmaction - INFO - Epoch [20][3340/3520] lr: 7.500e-03, eta: 1 day, 5:35:10, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7490, loss_cls: 2.0828, loss: 2.0828, grad_norm: 7.0525 2020-10-11 18:21:48,004 - mmaction - INFO - Epoch [20][3360/3520] lr: 7.500e-03, eta: 1 day, 5:34:51, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7865, loss_cls: 1.9331, loss: 1.9331, grad_norm: 6.8144 2020-10-11 18:22:09,267 - mmaction - INFO - Epoch [20][3380/3520] lr: 7.500e-03, eta: 1 day, 5:34:32, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7896, loss_cls: 1.9129, loss: 1.9129, grad_norm: 6.9048 2020-10-11 18:22:30,479 - mmaction - INFO - Epoch [20][3400/3520] lr: 7.500e-03, eta: 1 day, 5:34:14, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7708, loss_cls: 2.0136, loss: 2.0136, grad_norm: 6.9755 2020-10-11 18:22:52,080 - mmaction - INFO - Epoch [20][3420/3520] lr: 7.500e-03, eta: 1 day, 5:33:56, time: 1.082, data_time: 0.005, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7760, loss_cls: 1.9321, loss: 1.9321, grad_norm: 6.6540 2020-10-11 18:23:12,697 - mmaction - INFO - Epoch [20][3440/3520] lr: 7.500e-03, eta: 1 day, 5:33:36, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7667, loss_cls: 2.0309, loss: 2.0309, grad_norm: 6.9729 2020-10-11 18:23:34,948 - mmaction - INFO - Epoch [20][3460/3520] lr: 7.500e-03, eta: 1 day, 5:33:19, time: 1.116, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7698, loss_cls: 1.9888, loss: 1.9888, grad_norm: 7.0292 2020-10-11 18:23:56,873 - mmaction - INFO - Epoch [20][3480/3520] lr: 7.500e-03, eta: 1 day, 5:33:02, time: 1.095, data_time: 0.005, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7427, loss_cls: 2.0943, loss: 2.0943, grad_norm: 7.2182 2020-10-11 18:24:17,739 - mmaction - INFO - Epoch [20][3500/3520] lr: 7.500e-03, eta: 1 day, 5:32:43, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7958, loss_cls: 1.8781, loss: 1.8781, grad_norm: 6.8239 2020-10-11 18:24:37,441 - mmaction - INFO - Epoch [20][3520/3520] lr: 7.500e-03, eta: 1 day, 5:32:22, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4859, top5_acc: 0.7533, loss_cls: 2.0912, loss: 2.0912, grad_norm: 6.9198 2020-10-11 18:24:37,768 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-11 18:25:13,221 - mmaction - INFO - Epoch [21][20/3520] lr: 7.500e-04, eta: 1 day, 5:32:24, time: 1.733, data_time: 0.806, memory: 10390, top1_acc: 0.5458, top5_acc: 0.7990, loss_cls: 1.8402, loss: 1.8402, grad_norm: 6.3103 2020-10-11 18:25:32,753 - mmaction - INFO - Epoch [21][40/3520] lr: 7.500e-04, eta: 1 day, 5:32:03, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7885, loss_cls: 1.8475, loss: 1.8475, grad_norm: 6.2874 2020-10-11 18:25:53,721 - mmaction - INFO - Epoch [21][60/3520] lr: 7.500e-04, eta: 1 day, 5:31:44, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7854, loss_cls: 1.9242, loss: 1.9242, grad_norm: 6.6951 2020-10-11 18:26:14,076 - mmaction - INFO - Epoch [21][80/3520] lr: 7.500e-04, eta: 1 day, 5:31:24, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7771, loss: 1.7771, grad_norm: 6.1347 2020-10-11 18:26:35,387 - mmaction - INFO - Epoch [21][100/3520] lr: 7.500e-04, eta: 1 day, 5:31:06, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.5375, top5_acc: 0.8094, loss_cls: 1.8073, loss: 1.8073, grad_norm: 6.4149 2020-10-11 18:26:57,848 - mmaction - INFO - Epoch [21][120/3520] lr: 7.500e-04, eta: 1 day, 5:30:49, time: 1.124, data_time: 0.008, memory: 10390, top1_acc: 0.5740, top5_acc: 0.8188, loss_cls: 1.6701, loss: 1.6701, grad_norm: 6.2089 2020-10-11 18:27:17,736 - mmaction - INFO - Epoch [21][140/3520] lr: 7.500e-04, eta: 1 day, 5:30:28, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8458, loss_cls: 1.5711, loss: 1.5711, grad_norm: 6.0464 2020-10-11 18:27:39,418 - mmaction - INFO - Epoch [21][160/3520] lr: 7.500e-04, eta: 1 day, 5:30:10, time: 1.081, data_time: 0.002, memory: 10390, top1_acc: 0.5813, top5_acc: 0.8198, loss_cls: 1.6642, loss: 1.6642, grad_norm: 6.2288 2020-10-11 18:28:00,448 - mmaction - INFO - Epoch [21][180/3520] lr: 7.500e-04, eta: 1 day, 5:29:52, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.5875, top5_acc: 0.8271, loss_cls: 1.5980, loss: 1.5980, grad_norm: 6.2666 2020-10-11 18:28:21,675 - mmaction - INFO - Epoch [21][200/3520] lr: 7.500e-04, eta: 1 day, 5:29:33, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.5885, top5_acc: 0.8448, loss_cls: 1.6232, loss: 1.6232, grad_norm: 6.2885 2020-10-11 18:28:42,521 - mmaction - INFO - Epoch [21][220/3520] lr: 7.500e-04, eta: 1 day, 5:29:14, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.5781, top5_acc: 0.8177, loss_cls: 1.7168, loss: 1.7168, grad_norm: 6.3693 2020-10-11 18:29:03,424 - mmaction - INFO - Epoch [21][240/3520] lr: 7.500e-04, eta: 1 day, 5:28:55, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.6031, top5_acc: 0.8510, loss_cls: 1.5735, loss: 1.5735, grad_norm: 6.2622 2020-10-11 18:29:24,753 - mmaction - INFO - Epoch [21][260/3520] lr: 7.500e-04, eta: 1 day, 5:28:37, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.5885, top5_acc: 0.8375, loss_cls: 1.6351, loss: 1.6351, grad_norm: 6.2264 2020-10-11 18:29:46,436 - mmaction - INFO - Epoch [21][280/3520] lr: 7.500e-04, eta: 1 day, 5:28:19, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.5781, top5_acc: 0.8167, loss_cls: 1.6935, loss: 1.6935, grad_norm: 6.1696 2020-10-11 18:30:08,258 - mmaction - INFO - Epoch [21][300/3520] lr: 7.500e-04, eta: 1 day, 5:28:01, time: 1.092, data_time: 0.006, memory: 10390, top1_acc: 0.5927, top5_acc: 0.8292, loss_cls: 1.6619, loss: 1.6619, grad_norm: 6.3861 2020-10-11 18:30:28,383 - mmaction - INFO - Epoch [21][320/3520] lr: 7.500e-04, eta: 1 day, 5:27:41, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.5552, top5_acc: 0.8135, loss_cls: 1.7200, loss: 1.7200, grad_norm: 6.4798 2020-10-11 18:30:50,332 - mmaction - INFO - Epoch [21][340/3520] lr: 7.500e-04, eta: 1 day, 5:27:23, time: 1.098, data_time: 0.004, memory: 10390, top1_acc: 0.5729, top5_acc: 0.8271, loss_cls: 1.6328, loss: 1.6328, grad_norm: 6.3808 2020-10-11 18:31:11,598 - mmaction - INFO - Epoch [21][360/3520] lr: 7.500e-04, eta: 1 day, 5:27:05, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.6031, top5_acc: 0.8260, loss_cls: 1.5843, loss: 1.5843, grad_norm: 6.2343 2020-10-11 18:31:31,985 - mmaction - INFO - Epoch [21][380/3520] lr: 7.500e-04, eta: 1 day, 5:26:45, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.5583, top5_acc: 0.8281, loss_cls: 1.6937, loss: 1.6937, grad_norm: 6.4013 2020-10-11 18:31:53,987 - mmaction - INFO - Epoch [21][400/3520] lr: 7.500e-04, eta: 1 day, 5:26:28, time: 1.099, data_time: 0.002, memory: 10390, top1_acc: 0.5729, top5_acc: 0.8187, loss_cls: 1.6493, loss: 1.6493, grad_norm: 6.4636 2020-10-11 18:32:15,426 - mmaction - INFO - Epoch [21][420/3520] lr: 7.500e-04, eta: 1 day, 5:26:10, time: 1.072, data_time: 0.006, memory: 10390, top1_acc: 0.5750, top5_acc: 0.8458, loss_cls: 1.5912, loss: 1.5912, grad_norm: 6.6317 2020-10-11 18:32:36,106 - mmaction - INFO - Epoch [21][440/3520] lr: 7.500e-04, eta: 1 day, 5:25:50, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.5646, top5_acc: 0.8302, loss_cls: 1.6492, loss: 1.6492, grad_norm: 6.3891 2020-10-11 18:32:57,478 - mmaction - INFO - Epoch [21][460/3520] lr: 7.500e-04, eta: 1 day, 5:25:32, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8594, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.2889 2020-10-11 18:33:18,573 - mmaction - INFO - Epoch [21][480/3520] lr: 7.500e-04, eta: 1 day, 5:25:13, time: 1.053, data_time: 0.003, memory: 10390, top1_acc: 0.5708, top5_acc: 0.8219, loss_cls: 1.6785, loss: 1.6785, grad_norm: 6.6835 2020-10-11 18:33:39,347 - mmaction - INFO - Epoch [21][500/3520] lr: 7.500e-04, eta: 1 day, 5:24:54, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.5844, top5_acc: 0.8208, loss_cls: 1.6326, loss: 1.6326, grad_norm: 6.5111 2020-10-11 18:34:00,273 - mmaction - INFO - Epoch [21][520/3520] lr: 7.500e-04, eta: 1 day, 5:24:35, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.5844, top5_acc: 0.8271, loss_cls: 1.6101, loss: 1.6101, grad_norm: 6.6062 2020-10-11 18:34:21,246 - mmaction - INFO - Epoch [21][540/3520] lr: 7.500e-04, eta: 1 day, 5:24:16, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.5750, top5_acc: 0.8469, loss_cls: 1.5767, loss: 1.5767, grad_norm: 6.5101 2020-10-11 18:34:41,996 - mmaction - INFO - Epoch [21][560/3520] lr: 7.500e-04, eta: 1 day, 5:23:57, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8458, loss_cls: 1.5566, loss: 1.5566, grad_norm: 6.3621 2020-10-11 18:35:02,482 - mmaction - INFO - Epoch [21][580/3520] lr: 7.500e-04, eta: 1 day, 5:23:37, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.5750, top5_acc: 0.8146, loss_cls: 1.6697, loss: 1.6697, grad_norm: 6.4801 2020-10-11 18:35:23,306 - mmaction - INFO - Epoch [21][600/3520] lr: 7.500e-04, eta: 1 day, 5:23:18, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.5698, top5_acc: 0.8167, loss_cls: 1.6878, loss: 1.6878, grad_norm: 6.4832 2020-10-11 18:35:44,803 - mmaction - INFO - Epoch [21][620/3520] lr: 7.500e-04, eta: 1 day, 5:23:00, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.6042, top5_acc: 0.8302, loss_cls: 1.5883, loss: 1.5883, grad_norm: 6.6140 2020-10-11 18:36:05,528 - mmaction - INFO - Epoch [21][640/3520] lr: 7.500e-04, eta: 1 day, 5:22:40, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.5844, top5_acc: 0.8281, loss_cls: 1.6110, loss: 1.6110, grad_norm: 6.4568 2020-10-11 18:36:26,030 - mmaction - INFO - Epoch [21][660/3520] lr: 7.500e-04, eta: 1 day, 5:22:21, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.5740, top5_acc: 0.8302, loss_cls: 1.5867, loss: 1.5867, grad_norm: 6.6046 2020-10-11 18:36:46,554 - mmaction - INFO - Epoch [21][680/3520] lr: 7.500e-04, eta: 1 day, 5:22:01, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.5813, top5_acc: 0.8281, loss_cls: 1.5977, loss: 1.5977, grad_norm: 6.5196 2020-10-11 18:37:07,281 - mmaction - INFO - Epoch [21][700/3520] lr: 7.500e-04, eta: 1 day, 5:21:42, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.5969, top5_acc: 0.8417, loss_cls: 1.5637, loss: 1.5637, grad_norm: 6.6825 2020-10-11 18:37:27,607 - mmaction - INFO - Epoch [21][720/3520] lr: 7.500e-04, eta: 1 day, 5:21:22, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.5906, top5_acc: 0.8427, loss_cls: 1.5801, loss: 1.5801, grad_norm: 6.4787 2020-10-11 18:37:48,481 - mmaction - INFO - Epoch [21][740/3520] lr: 7.500e-04, eta: 1 day, 5:21:03, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.5906, top5_acc: 0.8385, loss_cls: 1.5828, loss: 1.5828, grad_norm: 6.6837 2020-10-11 18:38:08,776 - mmaction - INFO - Epoch [21][760/3520] lr: 7.500e-04, eta: 1 day, 5:20:43, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.6104, top5_acc: 0.8385, loss_cls: 1.5754, loss: 1.5754, grad_norm: 6.5315 2020-10-11 18:38:29,709 - mmaction - INFO - Epoch [21][780/3520] lr: 7.500e-04, eta: 1 day, 5:20:24, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.5896, top5_acc: 0.8260, loss_cls: 1.6311, loss: 1.6311, grad_norm: 6.5542 2020-10-11 18:38:50,864 - mmaction - INFO - Epoch [21][800/3520] lr: 7.500e-04, eta: 1 day, 5:20:05, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.5969, top5_acc: 0.8313, loss_cls: 1.5623, loss: 1.5623, grad_norm: 6.6015 2020-10-11 18:39:11,169 - mmaction - INFO - Epoch [21][820/3520] lr: 7.500e-04, eta: 1 day, 5:19:45, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8583, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.3595 2020-10-11 18:39:32,504 - mmaction - INFO - Epoch [21][840/3520] lr: 7.500e-04, eta: 1 day, 5:19:27, time: 1.071, data_time: 0.007, memory: 10390, top1_acc: 0.5698, top5_acc: 0.8229, loss_cls: 1.5998, loss: 1.5998, grad_norm: 6.4504 2020-10-11 18:39:52,604 - mmaction - INFO - Epoch [21][860/3520] lr: 7.500e-04, eta: 1 day, 5:19:07, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.5771, top5_acc: 0.8135, loss_cls: 1.6499, loss: 1.6499, grad_norm: 6.5287 2020-10-11 18:40:13,742 - mmaction - INFO - Epoch [21][880/3520] lr: 7.500e-04, eta: 1 day, 5:18:48, time: 1.056, data_time: 0.004, memory: 10390, top1_acc: 0.5781, top5_acc: 0.8313, loss_cls: 1.6130, loss: 1.6130, grad_norm: 6.4828 2020-10-11 18:40:34,093 - mmaction - INFO - Epoch [21][900/3520] lr: 7.500e-04, eta: 1 day, 5:18:28, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8417, loss_cls: 1.5095, loss: 1.5095, grad_norm: 6.2489 2020-10-11 18:40:54,892 - mmaction - INFO - Epoch [21][920/3520] lr: 7.500e-04, eta: 1 day, 5:18:09, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.5885, top5_acc: 0.8271, loss_cls: 1.5989, loss: 1.5989, grad_norm: 6.7762 2020-10-11 18:41:15,027 - mmaction - INFO - Epoch [21][940/3520] lr: 7.500e-04, eta: 1 day, 5:17:49, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.5844, top5_acc: 0.8229, loss_cls: 1.6699, loss: 1.6699, grad_norm: 6.6192 2020-10-11 18:41:35,740 - mmaction - INFO - Epoch [21][960/3520] lr: 7.500e-04, eta: 1 day, 5:17:29, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8427, loss_cls: 1.5103, loss: 1.5103, grad_norm: 6.0976 2020-10-11 18:41:56,197 - mmaction - INFO - Epoch [21][980/3520] lr: 7.500e-04, eta: 1 day, 5:17:10, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.5906, top5_acc: 0.8469, loss_cls: 1.5980, loss: 1.5980, grad_norm: 6.6101 2020-10-11 18:42:17,217 - mmaction - INFO - Epoch [21][1000/3520] lr: 7.500e-04, eta: 1 day, 5:16:51, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.5896, top5_acc: 0.8552, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.3931 2020-10-11 18:42:37,963 - mmaction - INFO - Epoch [21][1020/3520] lr: 7.500e-04, eta: 1 day, 5:16:31, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.5927, top5_acc: 0.8344, loss_cls: 1.6023, loss: 1.6023, grad_norm: 6.8607 2020-10-11 18:42:58,315 - mmaction - INFO - Epoch [21][1040/3520] lr: 7.500e-04, eta: 1 day, 5:16:12, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8292, loss_cls: 1.5973, loss: 1.5973, grad_norm: 6.6120 2020-10-11 18:43:20,408 - mmaction - INFO - Epoch [21][1060/3520] lr: 7.500e-04, eta: 1 day, 5:15:54, time: 1.103, data_time: 0.006, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8542, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.5164 2020-10-11 18:43:40,367 - mmaction - INFO - Epoch [21][1080/3520] lr: 7.500e-04, eta: 1 day, 5:15:34, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.5885, top5_acc: 0.8323, loss_cls: 1.5833, loss: 1.5833, grad_norm: 6.9018 2020-10-11 18:44:00,598 - mmaction - INFO - Epoch [21][1100/3520] lr: 7.500e-04, eta: 1 day, 5:15:14, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6042, top5_acc: 0.8385, loss_cls: 1.5642, loss: 1.5642, grad_norm: 6.6514 2020-10-11 18:44:21,047 - mmaction - INFO - Epoch [21][1120/3520] lr: 7.500e-04, eta: 1 day, 5:14:54, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.6063, top5_acc: 0.8417, loss_cls: 1.5146, loss: 1.5146, grad_norm: 6.5915 2020-10-11 18:44:41,607 - mmaction - INFO - Epoch [21][1140/3520] lr: 7.500e-04, eta: 1 day, 5:14:34, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.5937, top5_acc: 0.8073, loss_cls: 1.6517, loss: 1.6517, grad_norm: 6.6259 2020-10-11 18:45:02,014 - mmaction - INFO - Epoch [21][1160/3520] lr: 7.500e-04, eta: 1 day, 5:14:15, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.5954, loss: 1.5954, grad_norm: 6.6564 2020-10-11 18:45:22,321 - mmaction - INFO - Epoch [21][1180/3520] lr: 7.500e-04, eta: 1 day, 5:13:55, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.6146, top5_acc: 0.8458, loss_cls: 1.5185, loss: 1.5185, grad_norm: 6.4615 2020-10-11 18:45:42,641 - mmaction - INFO - Epoch [21][1200/3520] lr: 7.500e-04, eta: 1 day, 5:13:35, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8458, loss_cls: 1.5288, loss: 1.5288, grad_norm: 6.5785 2020-10-11 18:46:03,238 - mmaction - INFO - Epoch [21][1220/3520] lr: 7.500e-04, eta: 1 day, 5:13:15, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.5990, top5_acc: 0.8271, loss_cls: 1.6000, loss: 1.6000, grad_norm: 6.7119 2020-10-11 18:46:23,647 - mmaction - INFO - Epoch [21][1240/3520] lr: 7.500e-04, eta: 1 day, 5:12:56, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.5990, top5_acc: 0.8573, loss_cls: 1.5280, loss: 1.5280, grad_norm: 6.6332 2020-10-11 18:46:43,919 - mmaction - INFO - Epoch [21][1260/3520] lr: 7.500e-04, eta: 1 day, 5:12:36, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.5865, top5_acc: 0.8438, loss_cls: 1.5925, loss: 1.5925, grad_norm: 6.4363 2020-10-11 18:47:04,195 - mmaction - INFO - Epoch [21][1280/3520] lr: 7.500e-04, eta: 1 day, 5:12:15, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.5792, top5_acc: 0.8198, loss_cls: 1.6478, loss: 1.6478, grad_norm: 6.7881 2020-10-11 18:47:25,700 - mmaction - INFO - Epoch [21][1300/3520] lr: 7.500e-04, eta: 1 day, 5:11:57, time: 1.076, data_time: 0.007, memory: 10390, top1_acc: 0.5875, top5_acc: 0.8396, loss_cls: 1.5560, loss: 1.5560, grad_norm: 6.5119 2020-10-11 18:47:45,339 - mmaction - INFO - Epoch [21][1320/3520] lr: 7.500e-04, eta: 1 day, 5:11:36, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.5979, top5_acc: 0.8625, loss_cls: 1.4675, loss: 1.4675, grad_norm: 6.3338 2020-10-11 18:48:06,161 - mmaction - INFO - Epoch [21][1340/3520] lr: 7.500e-04, eta: 1 day, 5:11:17, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.5906, top5_acc: 0.8313, loss_cls: 1.5733, loss: 1.5733, grad_norm: 6.6448 2020-10-11 18:48:26,714 - mmaction - INFO - Epoch [21][1360/3520] lr: 7.500e-04, eta: 1 day, 5:10:58, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8469, loss_cls: 1.4803, loss: 1.4803, grad_norm: 6.2827 2020-10-11 18:48:47,196 - mmaction - INFO - Epoch [21][1380/3520] lr: 7.500e-04, eta: 1 day, 5:10:38, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6073, top5_acc: 0.8500, loss_cls: 1.5583, loss: 1.5583, grad_norm: 6.5826 2020-10-11 18:49:07,337 - mmaction - INFO - Epoch [21][1400/3520] lr: 7.500e-04, eta: 1 day, 5:10:18, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8365, loss_cls: 1.5181, loss: 1.5181, grad_norm: 6.6214 2020-10-11 18:49:27,759 - mmaction - INFO - Epoch [21][1420/3520] lr: 7.500e-04, eta: 1 day, 5:09:58, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8490, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.3968 2020-10-11 18:49:48,314 - mmaction - INFO - Epoch [21][1440/3520] lr: 7.500e-04, eta: 1 day, 5:09:38, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.6073, top5_acc: 0.8479, loss_cls: 1.5040, loss: 1.5040, grad_norm: 6.3315 2020-10-11 18:50:08,796 - mmaction - INFO - Epoch [21][1460/3520] lr: 7.500e-04, eta: 1 day, 5:09:19, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.5865, top5_acc: 0.8281, loss_cls: 1.6183, loss: 1.6183, grad_norm: 6.7419 2020-10-11 18:50:28,513 - mmaction - INFO - Epoch [21][1480/3520] lr: 7.500e-04, eta: 1 day, 5:08:58, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8344, loss_cls: 1.5331, loss: 1.5331, grad_norm: 6.8050 2020-10-11 18:50:49,054 - mmaction - INFO - Epoch [21][1500/3520] lr: 7.500e-04, eta: 1 day, 5:08:38, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6104, top5_acc: 0.8406, loss_cls: 1.5519, loss: 1.5519, grad_norm: 6.7112 2020-10-11 18:51:09,565 - mmaction - INFO - Epoch [21][1520/3520] lr: 7.500e-04, eta: 1 day, 5:08:19, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.6052, top5_acc: 0.8417, loss_cls: 1.5005, loss: 1.5005, grad_norm: 6.3682 2020-10-11 18:51:29,838 - mmaction - INFO - Epoch [21][1540/3520] lr: 7.500e-04, eta: 1 day, 5:07:59, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.6021, top5_acc: 0.8271, loss_cls: 1.5692, loss: 1.5692, grad_norm: 6.5439 2020-10-11 18:51:50,186 - mmaction - INFO - Epoch [21][1560/3520] lr: 7.500e-04, eta: 1 day, 5:07:39, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8469, loss_cls: 1.4556, loss: 1.4556, grad_norm: 6.3857 2020-10-11 18:52:10,324 - mmaction - INFO - Epoch [21][1580/3520] lr: 7.500e-04, eta: 1 day, 5:07:19, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6083, top5_acc: 0.8438, loss_cls: 1.5133, loss: 1.5133, grad_norm: 6.5450 2020-10-11 18:52:30,689 - mmaction - INFO - Epoch [21][1600/3520] lr: 7.500e-04, eta: 1 day, 5:06:59, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8729, loss_cls: 1.4521, loss: 1.4521, grad_norm: 6.5494 2020-10-11 18:52:51,658 - mmaction - INFO - Epoch [21][1620/3520] lr: 7.500e-04, eta: 1 day, 5:06:40, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8635, loss_cls: 1.4443, loss: 1.4443, grad_norm: 6.4228 2020-10-11 18:53:12,052 - mmaction - INFO - Epoch [21][1640/3520] lr: 7.500e-04, eta: 1 day, 5:06:20, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8437, loss_cls: 1.4886, loss: 1.4886, grad_norm: 6.6484 2020-10-11 18:53:31,980 - mmaction - INFO - Epoch [21][1660/3520] lr: 7.500e-04, eta: 1 day, 5:06:00, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.5698, top5_acc: 0.8406, loss_cls: 1.5668, loss: 1.5668, grad_norm: 6.8798 2020-10-11 18:53:52,267 - mmaction - INFO - Epoch [21][1680/3520] lr: 7.500e-04, eta: 1 day, 5:05:39, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8365, loss_cls: 1.5567, loss: 1.5567, grad_norm: 6.6290 2020-10-11 18:54:12,983 - mmaction - INFO - Epoch [21][1700/3520] lr: 7.500e-04, eta: 1 day, 5:05:20, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.6052, top5_acc: 0.8417, loss_cls: 1.5098, loss: 1.5098, grad_norm: 6.6524 2020-10-11 18:54:33,201 - mmaction - INFO - Epoch [21][1720/3520] lr: 7.500e-04, eta: 1 day, 5:05:00, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6104, top5_acc: 0.8583, loss_cls: 1.4815, loss: 1.4815, grad_norm: 6.6184 2020-10-11 18:54:53,158 - mmaction - INFO - Epoch [21][1740/3520] lr: 7.500e-04, eta: 1 day, 5:04:40, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8500, loss_cls: 1.4164, loss: 1.4164, grad_norm: 6.6184 2020-10-11 18:55:13,421 - mmaction - INFO - Epoch [21][1760/3520] lr: 7.500e-04, eta: 1 day, 5:04:20, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8333, loss_cls: 1.5009, loss: 1.5009, grad_norm: 6.5994 2020-10-11 18:55:33,494 - mmaction - INFO - Epoch [21][1780/3520] lr: 7.500e-04, eta: 1 day, 5:03:59, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8490, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.7051 2020-10-11 18:55:54,521 - mmaction - INFO - Epoch [21][1800/3520] lr: 7.500e-04, eta: 1 day, 5:03:40, time: 1.048, data_time: 0.004, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8500, loss_cls: 1.4929, loss: 1.4929, grad_norm: 6.7474 2020-10-11 18:56:14,530 - mmaction - INFO - Epoch [21][1820/3520] lr: 7.500e-04, eta: 1 day, 5:03:20, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8531, loss_cls: 1.4735, loss: 1.4735, grad_norm: 6.5800 2020-10-11 18:56:36,510 - mmaction - INFO - Epoch [21][1840/3520] lr: 7.500e-04, eta: 1 day, 5:03:03, time: 1.098, data_time: 0.004, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8281, loss_cls: 1.5701, loss: 1.5701, grad_norm: 6.9679 2020-10-11 18:56:57,155 - mmaction - INFO - Epoch [21][1860/3520] lr: 7.500e-04, eta: 1 day, 5:02:43, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8615, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.6964 2020-10-11 18:57:18,838 - mmaction - INFO - Epoch [21][1880/3520] lr: 7.500e-04, eta: 1 day, 5:02:25, time: 1.084, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8552, loss_cls: 1.4196, loss: 1.4196, grad_norm: 6.3717 2020-10-11 18:57:39,960 - mmaction - INFO - Epoch [21][1900/3520] lr: 7.500e-04, eta: 1 day, 5:02:06, time: 1.056, data_time: 0.002, memory: 10390, top1_acc: 0.6052, top5_acc: 0.8688, loss_cls: 1.4662, loss: 1.4662, grad_norm: 6.5043 2020-10-11 18:58:00,800 - mmaction - INFO - Epoch [21][1920/3520] lr: 7.500e-04, eta: 1 day, 5:01:47, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.5979, top5_acc: 0.8438, loss_cls: 1.5546, loss: 1.5546, grad_norm: 6.8294 2020-10-11 18:58:20,371 - mmaction - INFO - Epoch [21][1940/3520] lr: 7.500e-04, eta: 1 day, 5:01:26, time: 0.982, data_time: 0.008, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8615, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.4222 2020-10-11 18:58:40,872 - mmaction - INFO - Epoch [21][1960/3520] lr: 7.500e-04, eta: 1 day, 5:01:06, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8438, loss_cls: 1.4547, loss: 1.4547, grad_norm: 6.6276 2020-10-11 18:59:02,086 - mmaction - INFO - Epoch [21][1980/3520] lr: 7.500e-04, eta: 1 day, 5:00:48, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8594, loss_cls: 1.3745, loss: 1.3745, grad_norm: 6.4778 2020-10-11 18:59:22,294 - mmaction - INFO - Epoch [21][2000/3520] lr: 7.500e-04, eta: 1 day, 5:00:28, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.6000, top5_acc: 0.8365, loss_cls: 1.5476, loss: 1.5476, grad_norm: 6.6204 2020-10-11 18:59:42,479 - mmaction - INFO - Epoch [21][2020/3520] lr: 7.500e-04, eta: 1 day, 5:00:08, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8583, loss_cls: 1.4734, loss: 1.4734, grad_norm: 6.4925 2020-10-11 19:00:03,478 - mmaction - INFO - Epoch [21][2040/3520] lr: 7.500e-04, eta: 1 day, 4:59:47, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8552, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.8170 2020-10-11 19:00:24,640 - mmaction - INFO - Epoch [21][2060/3520] lr: 7.500e-04, eta: 1 day, 4:59:30, time: 1.105, data_time: 0.055, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8490, loss_cls: 1.5018, loss: 1.5018, grad_norm: 6.5250 2020-10-11 19:00:45,002 - mmaction - INFO - Epoch [21][2080/3520] lr: 7.500e-04, eta: 1 day, 4:59:10, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8469, loss_cls: 1.4739, loss: 1.4739, grad_norm: 6.9142 2020-10-11 19:01:05,969 - mmaction - INFO - Epoch [21][2100/3520] lr: 7.500e-04, eta: 1 day, 4:58:51, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8646, loss_cls: 1.4222, loss: 1.4222, grad_norm: 6.5571 2020-10-11 19:01:25,906 - mmaction - INFO - Epoch [21][2120/3520] lr: 7.500e-04, eta: 1 day, 4:58:31, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.5875, top5_acc: 0.8469, loss_cls: 1.6138, loss: 1.6138, grad_norm: 6.9472 2020-10-11 19:01:46,444 - mmaction - INFO - Epoch [21][2140/3520] lr: 7.500e-04, eta: 1 day, 4:58:11, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.6010, top5_acc: 0.8250, loss_cls: 1.5723, loss: 1.5723, grad_norm: 6.8614 2020-10-11 19:02:06,654 - mmaction - INFO - Epoch [21][2160/3520] lr: 7.500e-04, eta: 1 day, 4:57:51, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.5979, top5_acc: 0.8417, loss_cls: 1.5418, loss: 1.5418, grad_norm: 6.7353 2020-10-11 19:02:28,059 - mmaction - INFO - Epoch [21][2180/3520] lr: 7.500e-04, eta: 1 day, 4:57:32, time: 1.069, data_time: 0.004, memory: 10390, top1_acc: 0.6021, top5_acc: 0.8458, loss_cls: 1.5253, loss: 1.5253, grad_norm: 6.6497 2020-10-11 19:02:48,101 - mmaction - INFO - Epoch [21][2200/3520] lr: 7.500e-04, eta: 1 day, 4:57:12, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8552, loss_cls: 1.5007, loss: 1.5007, grad_norm: 6.7737 2020-10-11 19:03:09,709 - mmaction - INFO - Epoch [21][2220/3520] lr: 7.500e-04, eta: 1 day, 4:56:54, time: 1.078, data_time: 0.004, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8385, loss_cls: 1.5088, loss: 1.5088, grad_norm: 6.6111 2020-10-11 19:03:30,831 - mmaction - INFO - Epoch [21][2240/3520] lr: 7.500e-04, eta: 1 day, 4:56:35, time: 1.058, data_time: 0.007, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8260, loss_cls: 1.5032, loss: 1.5032, grad_norm: 6.9358 2020-10-11 19:03:50,568 - mmaction - INFO - Epoch [21][2260/3520] lr: 7.500e-04, eta: 1 day, 4:56:14, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.5969, top5_acc: 0.8469, loss_cls: 1.5455, loss: 1.5455, grad_norm: 6.9848 2020-10-11 19:04:10,497 - mmaction - INFO - Epoch [21][2280/3520] lr: 7.500e-04, eta: 1 day, 4:55:54, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8323, loss_cls: 1.4902, loss: 1.4902, grad_norm: 6.6231 2020-10-11 19:04:30,988 - mmaction - INFO - Epoch [21][2300/3520] lr: 7.500e-04, eta: 1 day, 4:55:34, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.6094, top5_acc: 0.8479, loss_cls: 1.5368, loss: 1.5368, grad_norm: 6.8028 2020-10-11 19:04:51,502 - mmaction - INFO - Epoch [21][2320/3520] lr: 7.500e-04, eta: 1 day, 4:55:15, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8469, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.5061 2020-10-11 19:05:12,777 - mmaction - INFO - Epoch [21][2340/3520] lr: 7.500e-04, eta: 1 day, 4:54:56, time: 1.063, data_time: 0.004, memory: 10390, top1_acc: 0.5875, top5_acc: 0.8198, loss_cls: 1.6449, loss: 1.6449, grad_norm: 7.0878 2020-10-11 19:05:33,417 - mmaction - INFO - Epoch [21][2360/3520] lr: 7.500e-04, eta: 1 day, 4:54:37, time: 1.032, data_time: 0.004, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8646, loss_cls: 1.4244, loss: 1.4244, grad_norm: 6.7745 2020-10-11 19:05:54,160 - mmaction - INFO - Epoch [21][2380/3520] lr: 7.500e-04, eta: 1 day, 4:54:17, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8615, loss_cls: 1.4744, loss: 1.4744, grad_norm: 6.9792 2020-10-11 19:06:15,106 - mmaction - INFO - Epoch [21][2400/3520] lr: 7.500e-04, eta: 1 day, 4:53:58, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8427, loss_cls: 1.5035, loss: 1.5035, grad_norm: 6.6510 2020-10-11 19:06:35,888 - mmaction - INFO - Epoch [21][2420/3520] lr: 7.500e-04, eta: 1 day, 4:53:39, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8563, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.6880 2020-10-11 19:06:56,696 - mmaction - INFO - Epoch [21][2440/3520] lr: 7.500e-04, eta: 1 day, 4:53:20, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8521, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.7957 2020-10-11 19:07:17,470 - mmaction - INFO - Epoch [21][2460/3520] lr: 7.500e-04, eta: 1 day, 4:53:00, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8510, loss_cls: 1.4570, loss: 1.4570, grad_norm: 7.0352 2020-10-11 19:07:38,343 - mmaction - INFO - Epoch [21][2480/3520] lr: 7.500e-04, eta: 1 day, 4:52:41, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8448, loss_cls: 1.4780, loss: 1.4780, grad_norm: 6.7399 2020-10-11 19:07:59,034 - mmaction - INFO - Epoch [21][2500/3520] lr: 7.500e-04, eta: 1 day, 4:52:22, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8427, loss_cls: 1.4280, loss: 1.4280, grad_norm: 6.6530 2020-10-11 19:08:19,130 - mmaction - INFO - Epoch [21][2520/3520] lr: 7.500e-04, eta: 1 day, 4:52:02, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8531, loss_cls: 1.4387, loss: 1.4387, grad_norm: 6.7685 2020-10-11 19:08:39,791 - mmaction - INFO - Epoch [21][2540/3520] lr: 7.500e-04, eta: 1 day, 4:51:42, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.5896, top5_acc: 0.8521, loss_cls: 1.5399, loss: 1.5399, grad_norm: 6.9268 2020-10-11 19:09:00,512 - mmaction - INFO - Epoch [21][2560/3520] lr: 7.500e-04, eta: 1 day, 4:51:23, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6052, top5_acc: 0.8292, loss_cls: 1.5523, loss: 1.5523, grad_norm: 7.1301 2020-10-11 19:09:22,173 - mmaction - INFO - Epoch [21][2580/3520] lr: 7.500e-04, eta: 1 day, 4:51:05, time: 1.083, data_time: 0.005, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8510, loss_cls: 1.4750, loss: 1.4750, grad_norm: 6.7286 2020-10-11 19:09:42,128 - mmaction - INFO - Epoch [21][2600/3520] lr: 7.500e-04, eta: 1 day, 4:50:44, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6063, top5_acc: 0.8469, loss_cls: 1.5221, loss: 1.5221, grad_norm: 6.8123 2020-10-11 19:10:03,515 - mmaction - INFO - Epoch [21][2620/3520] lr: 7.500e-04, eta: 1 day, 4:50:26, time: 1.071, data_time: 0.006, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8542, loss_cls: 1.4291, loss: 1.4291, grad_norm: 6.7981 2020-10-11 19:10:22,635 - mmaction - INFO - Epoch [21][2640/3520] lr: 7.500e-04, eta: 1 day, 4:50:04, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6021, top5_acc: 0.8375, loss_cls: 1.5020, loss: 1.5020, grad_norm: 6.6776 2020-10-11 19:10:43,469 - mmaction - INFO - Epoch [21][2660/3520] lr: 7.500e-04, eta: 1 day, 4:49:45, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8427, loss_cls: 1.5334, loss: 1.5334, grad_norm: 7.0843 2020-10-11 19:11:03,234 - mmaction - INFO - Epoch [21][2680/3520] lr: 7.500e-04, eta: 1 day, 4:49:24, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8438, loss_cls: 1.5614, loss: 1.5614, grad_norm: 6.9386 2020-10-11 19:11:23,612 - mmaction - INFO - Epoch [21][2700/3520] lr: 7.500e-04, eta: 1 day, 4:49:04, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6146, top5_acc: 0.8417, loss_cls: 1.5137, loss: 1.5137, grad_norm: 6.8259 2020-10-11 19:11:45,386 - mmaction - INFO - Epoch [21][2720/3520] lr: 7.500e-04, eta: 1 day, 4:48:46, time: 1.090, data_time: 0.003, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8344, loss_cls: 1.5455, loss: 1.5455, grad_norm: 7.0341 2020-10-11 19:12:04,834 - mmaction - INFO - Epoch [21][2740/3520] lr: 7.500e-04, eta: 1 day, 4:48:25, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.5958, top5_acc: 0.8375, loss_cls: 1.5110, loss: 1.5110, grad_norm: 6.8450 2020-10-11 19:12:26,072 - mmaction - INFO - Epoch [21][2760/3520] lr: 7.500e-04, eta: 1 day, 4:48:07, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.6063, top5_acc: 0.8438, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.7710 2020-10-11 19:12:46,239 - mmaction - INFO - Epoch [21][2780/3520] lr: 7.500e-04, eta: 1 day, 4:47:46, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.5896, top5_acc: 0.8354, loss_cls: 1.5886, loss: 1.5886, grad_norm: 6.8542 2020-10-11 19:13:07,393 - mmaction - INFO - Epoch [21][2800/3520] lr: 7.500e-04, eta: 1 day, 4:47:28, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8531, loss_cls: 1.4391, loss: 1.4391, grad_norm: 6.6420 2020-10-11 19:13:27,080 - mmaction - INFO - Epoch [21][2820/3520] lr: 7.500e-04, eta: 1 day, 4:47:07, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8594, loss_cls: 1.4536, loss: 1.4536, grad_norm: 6.8991 2020-10-11 19:13:47,537 - mmaction - INFO - Epoch [21][2840/3520] lr: 7.500e-04, eta: 1 day, 4:46:47, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8542, loss_cls: 1.4788, loss: 1.4788, grad_norm: 7.0080 2020-10-11 19:14:08,407 - mmaction - INFO - Epoch [21][2860/3520] lr: 7.500e-04, eta: 1 day, 4:46:28, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.6094, top5_acc: 0.8417, loss_cls: 1.5450, loss: 1.5450, grad_norm: 6.8349 2020-10-11 19:14:29,170 - mmaction - INFO - Epoch [21][2880/3520] lr: 7.500e-04, eta: 1 day, 4:46:09, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.5942 2020-10-11 19:14:49,527 - mmaction - INFO - Epoch [21][2900/3520] lr: 7.500e-04, eta: 1 day, 4:45:49, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8438, loss_cls: 1.4664, loss: 1.4664, grad_norm: 6.8646 2020-10-11 19:15:09,931 - mmaction - INFO - Epoch [21][2920/3520] lr: 7.500e-04, eta: 1 day, 4:45:29, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8594, loss_cls: 1.4340, loss: 1.4340, grad_norm: 6.5090 2020-10-11 19:15:29,792 - mmaction - INFO - Epoch [21][2940/3520] lr: 7.500e-04, eta: 1 day, 4:45:08, time: 1.000, data_time: 0.009, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8708, loss_cls: 1.4511, loss: 1.4511, grad_norm: 6.7725 2020-10-11 19:15:51,315 - mmaction - INFO - Epoch [21][2960/3520] lr: 7.500e-04, eta: 1 day, 4:44:50, time: 1.076, data_time: 0.004, memory: 10390, top1_acc: 0.5979, top5_acc: 0.8375, loss_cls: 1.5714, loss: 1.5714, grad_norm: 6.9406 2020-10-11 19:16:12,232 - mmaction - INFO - Epoch [21][2980/3520] lr: 7.500e-04, eta: 1 day, 4:44:31, time: 1.046, data_time: 0.004, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8333, loss_cls: 1.5316, loss: 1.5316, grad_norm: 7.1389 2020-10-11 19:16:33,742 - mmaction - INFO - Epoch [21][3000/3520] lr: 7.500e-04, eta: 1 day, 4:44:12, time: 1.073, data_time: 0.005, memory: 10390, top1_acc: 0.6031, top5_acc: 0.8479, loss_cls: 1.5301, loss: 1.5301, grad_norm: 7.0004 2020-10-11 19:16:53,568 - mmaction - INFO - Epoch [21][3020/3520] lr: 7.500e-04, eta: 1 day, 4:43:52, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8615, loss_cls: 1.4415, loss: 1.4415, grad_norm: 6.7835 2020-10-11 19:17:13,793 - mmaction - INFO - Epoch [21][3040/3520] lr: 7.500e-04, eta: 1 day, 4:43:32, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.5979, top5_acc: 0.8656, loss_cls: 1.5022, loss: 1.5022, grad_norm: 7.0715 2020-10-11 19:17:34,201 - mmaction - INFO - Epoch [21][3060/3520] lr: 7.500e-04, eta: 1 day, 4:43:12, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8458, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.7113 2020-10-11 19:17:54,196 - mmaction - INFO - Epoch [21][3080/3520] lr: 7.500e-04, eta: 1 day, 4:42:52, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6021, top5_acc: 0.8469, loss_cls: 1.4864, loss: 1.4864, grad_norm: 6.9779 2020-10-11 19:18:14,643 - mmaction - INFO - Epoch [21][3100/3520] lr: 7.500e-04, eta: 1 day, 4:42:32, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.6146, top5_acc: 0.8375, loss_cls: 1.5025, loss: 1.5025, grad_norm: 6.8376 2020-10-11 19:18:34,835 - mmaction - INFO - Epoch [21][3120/3520] lr: 7.500e-04, eta: 1 day, 4:42:12, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8604, loss_cls: 1.4373, loss: 1.4373, grad_norm: 6.8330 2020-10-11 19:18:56,021 - mmaction - INFO - Epoch [21][3140/3520] lr: 7.500e-04, eta: 1 day, 4:41:53, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8625, loss_cls: 1.4279, loss: 1.4279, grad_norm: 6.7682 2020-10-11 19:19:16,493 - mmaction - INFO - Epoch [21][3160/3520] lr: 7.500e-04, eta: 1 day, 4:41:33, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8625, loss_cls: 1.4198, loss: 1.4198, grad_norm: 6.6294 2020-10-11 19:19:36,506 - mmaction - INFO - Epoch [21][3180/3520] lr: 7.500e-04, eta: 1 day, 4:41:13, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8635, loss_cls: 1.4238, loss: 1.4238, grad_norm: 6.8167 2020-10-11 19:19:57,238 - mmaction - INFO - Epoch [21][3200/3520] lr: 7.500e-04, eta: 1 day, 4:40:53, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8510, loss_cls: 1.3853, loss: 1.3853, grad_norm: 6.4670 2020-10-11 19:20:17,059 - mmaction - INFO - Epoch [21][3220/3520] lr: 7.500e-04, eta: 1 day, 4:40:33, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8552, loss_cls: 1.4359, loss: 1.4359, grad_norm: 6.7926 2020-10-11 19:20:37,093 - mmaction - INFO - Epoch [21][3240/3520] lr: 7.500e-04, eta: 1 day, 4:40:12, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8646, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.8591 2020-10-11 19:20:57,048 - mmaction - INFO - Epoch [21][3260/3520] lr: 7.500e-04, eta: 1 day, 4:39:52, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.5760, top5_acc: 0.8375, loss_cls: 1.5447, loss: 1.5447, grad_norm: 7.1331 2020-10-11 19:21:16,949 - mmaction - INFO - Epoch [21][3280/3520] lr: 7.500e-04, eta: 1 day, 4:39:31, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8583, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.6967 2020-10-11 19:21:36,816 - mmaction - INFO - Epoch [21][3300/3520] lr: 7.500e-04, eta: 1 day, 4:39:11, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8365, loss_cls: 1.5149, loss: 1.5149, grad_norm: 6.9041 2020-10-11 19:21:57,004 - mmaction - INFO - Epoch [21][3320/3520] lr: 7.500e-04, eta: 1 day, 4:38:51, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8563, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.9435 2020-10-11 19:22:16,946 - mmaction - INFO - Epoch [21][3340/3520] lr: 7.500e-04, eta: 1 day, 4:38:30, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.5906, top5_acc: 0.8427, loss_cls: 1.5886, loss: 1.5886, grad_norm: 7.2440 2020-10-11 19:22:37,017 - mmaction - INFO - Epoch [21][3360/3520] lr: 7.500e-04, eta: 1 day, 4:38:10, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.6146, top5_acc: 0.8458, loss_cls: 1.4847, loss: 1.4847, grad_norm: 7.0109 2020-10-11 19:22:57,076 - mmaction - INFO - Epoch [21][3380/3520] lr: 7.500e-04, eta: 1 day, 4:37:50, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6146, top5_acc: 0.8521, loss_cls: 1.4652, loss: 1.4652, grad_norm: 6.7962 2020-10-11 19:23:17,275 - mmaction - INFO - Epoch [21][3400/3520] lr: 7.500e-04, eta: 1 day, 4:37:29, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.5927, top5_acc: 0.8323, loss_cls: 1.5683, loss: 1.5683, grad_norm: 6.9863 2020-10-11 19:23:37,221 - mmaction - INFO - Epoch [21][3420/3520] lr: 7.500e-04, eta: 1 day, 4:37:09, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8562, loss_cls: 1.3971, loss: 1.3971, grad_norm: 6.6505 2020-10-11 19:23:57,890 - mmaction - INFO - Epoch [21][3440/3520] lr: 7.500e-04, eta: 1 day, 4:36:49, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8677, loss_cls: 1.4153, loss: 1.4153, grad_norm: 6.8651 2020-10-11 19:24:17,975 - mmaction - INFO - Epoch [21][3460/3520] lr: 7.500e-04, eta: 1 day, 4:36:29, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8781, loss_cls: 1.3981, loss: 1.3981, grad_norm: 7.0163 2020-10-11 19:24:37,837 - mmaction - INFO - Epoch [21][3480/3520] lr: 7.500e-04, eta: 1 day, 4:36:09, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8656, loss_cls: 1.4048, loss: 1.4048, grad_norm: 6.6609 2020-10-11 19:24:57,925 - mmaction - INFO - Epoch [21][3500/3520] lr: 7.500e-04, eta: 1 day, 4:35:48, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6073, top5_acc: 0.8604, loss_cls: 1.4575, loss: 1.4575, grad_norm: 6.8821 2020-10-11 19:25:17,173 - mmaction - INFO - Epoch [21][3520/3520] lr: 7.500e-04, eta: 1 day, 4:35:27, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.6076, top5_acc: 0.8402, loss_cls: 1.5456, loss: 1.5456, grad_norm: 7.3288 2020-10-11 19:25:17,534 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-10-11 19:25:49,996 - mmaction - INFO - Epoch [22][20/3520] lr: 7.500e-04, eta: 1 day, 4:35:23, time: 1.589, data_time: 0.670, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8781, loss_cls: 1.3439, loss: 1.3439, grad_norm: 6.5499 2020-10-11 19:26:10,034 - mmaction - INFO - Epoch [22][40/3520] lr: 7.500e-04, eta: 1 day, 4:35:03, time: 1.005, data_time: 0.008, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8760, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.7438 2020-10-11 19:26:29,331 - mmaction - INFO - Epoch [22][60/3520] lr: 7.500e-04, eta: 1 day, 4:34:41, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8719, loss_cls: 1.3793, loss: 1.3793, grad_norm: 6.5405 2020-10-11 19:26:49,460 - mmaction - INFO - Epoch [22][80/3520] lr: 7.500e-04, eta: 1 day, 4:34:21, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8781, loss_cls: 1.3477, loss: 1.3477, grad_norm: 6.7117 2020-10-11 19:27:09,373 - mmaction - INFO - Epoch [22][100/3520] lr: 7.500e-04, eta: 1 day, 4:34:00, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8677, loss_cls: 1.3647, loss: 1.3647, grad_norm: 6.5815 2020-10-11 19:27:29,347 - mmaction - INFO - Epoch [22][120/3520] lr: 7.500e-04, eta: 1 day, 4:33:40, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8698, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.7739 2020-10-11 19:27:50,028 - mmaction - INFO - Epoch [22][140/3520] lr: 7.500e-04, eta: 1 day, 4:33:21, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8344, loss_cls: 1.4740, loss: 1.4740, grad_norm: 6.7826 2020-10-11 19:28:10,145 - mmaction - INFO - Epoch [22][160/3520] lr: 7.500e-04, eta: 1 day, 4:33:00, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8552, loss_cls: 1.4669, loss: 1.4669, grad_norm: 7.0124 2020-10-11 19:28:30,926 - mmaction - INFO - Epoch [22][180/3520] lr: 7.500e-04, eta: 1 day, 4:32:41, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8521, loss_cls: 1.4430, loss: 1.4430, grad_norm: 6.7041 2020-10-11 19:28:51,437 - mmaction - INFO - Epoch [22][200/3520] lr: 7.500e-04, eta: 1 day, 4:32:21, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8656, loss_cls: 1.4433, loss: 1.4433, grad_norm: 6.8687 2020-10-11 19:29:12,223 - mmaction - INFO - Epoch [22][220/3520] lr: 7.500e-04, eta: 1 day, 4:32:02, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8719, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.8395 2020-10-11 19:29:32,236 - mmaction - INFO - Epoch [22][240/3520] lr: 7.500e-04, eta: 1 day, 4:31:41, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8500, loss_cls: 1.3960, loss: 1.3960, grad_norm: 6.5724 2020-10-11 19:29:51,828 - mmaction - INFO - Epoch [22][260/3520] lr: 7.500e-04, eta: 1 day, 4:31:21, time: 0.986, data_time: 0.010, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8656, loss_cls: 1.4160, loss: 1.4160, grad_norm: 6.8894 2020-10-11 19:30:13,569 - mmaction - INFO - Epoch [22][280/3520] lr: 7.500e-04, eta: 1 day, 4:31:03, time: 1.083, data_time: 0.005, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8677, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.2451 2020-10-11 19:30:33,999 - mmaction - INFO - Epoch [22][300/3520] lr: 7.500e-04, eta: 1 day, 4:30:43, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8667, loss_cls: 1.3974, loss: 1.3974, grad_norm: 6.7416 2020-10-11 19:30:54,315 - mmaction - INFO - Epoch [22][320/3520] lr: 7.500e-04, eta: 1 day, 4:30:23, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8625, loss_cls: 1.3706, loss: 1.3706, grad_norm: 6.8830 2020-10-11 19:31:15,460 - mmaction - INFO - Epoch [22][340/3520] lr: 7.500e-04, eta: 1 day, 4:30:04, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8552, loss_cls: 1.4188, loss: 1.4188, grad_norm: 6.8527 2020-10-11 19:31:35,037 - mmaction - INFO - Epoch [22][360/3520] lr: 7.500e-04, eta: 1 day, 4:29:43, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8479, loss_cls: 1.4549, loss: 1.4549, grad_norm: 6.8256 2020-10-11 19:31:55,537 - mmaction - INFO - Epoch [22][380/3520] lr: 7.500e-04, eta: 1 day, 4:29:23, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8792, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.6516 2020-10-11 19:32:15,475 - mmaction - INFO - Epoch [22][400/3520] lr: 7.500e-04, eta: 1 day, 4:29:03, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8729, loss_cls: 1.4149, loss: 1.4149, grad_norm: 6.8967 2020-10-11 19:32:35,068 - mmaction - INFO - Epoch [22][420/3520] lr: 7.500e-04, eta: 1 day, 4:28:42, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8552, loss_cls: 1.4638, loss: 1.4638, grad_norm: 6.9454 2020-10-11 19:32:55,455 - mmaction - INFO - Epoch [22][440/3520] lr: 7.500e-04, eta: 1 day, 4:28:22, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8490, loss_cls: 1.4682, loss: 1.4682, grad_norm: 6.9513 2020-10-11 19:33:17,230 - mmaction - INFO - Epoch [22][460/3520] lr: 7.500e-04, eta: 1 day, 4:28:04, time: 1.089, data_time: 0.002, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8625, loss_cls: 1.4049, loss: 1.4049, grad_norm: 6.7565 2020-10-11 19:33:37,304 - mmaction - INFO - Epoch [22][480/3520] lr: 7.500e-04, eta: 1 day, 4:27:44, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8542, loss_cls: 1.4755, loss: 1.4755, grad_norm: 6.8985 2020-10-11 19:33:57,006 - mmaction - INFO - Epoch [22][500/3520] lr: 7.500e-04, eta: 1 day, 4:27:23, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4490, loss: 1.4490, grad_norm: 6.8660 2020-10-11 19:34:16,951 - mmaction - INFO - Epoch [22][520/3520] lr: 7.500e-04, eta: 1 day, 4:27:02, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8667, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.7904 2020-10-11 19:34:36,858 - mmaction - INFO - Epoch [22][540/3520] lr: 7.500e-04, eta: 1 day, 4:26:42, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8563, loss_cls: 1.4087, loss: 1.4087, grad_norm: 6.8823 2020-10-11 19:34:57,280 - mmaction - INFO - Epoch [22][560/3520] lr: 7.500e-04, eta: 1 day, 4:26:22, time: 1.022, data_time: 0.008, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.9837 2020-10-11 19:35:17,108 - mmaction - INFO - Epoch [22][580/3520] lr: 7.500e-04, eta: 1 day, 4:26:01, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6313, top5_acc: 0.8635, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.7875 2020-10-11 19:35:37,029 - mmaction - INFO - Epoch [22][600/3520] lr: 7.500e-04, eta: 1 day, 4:25:41, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8583, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.7913 2020-10-11 19:35:58,141 - mmaction - INFO - Epoch [22][620/3520] lr: 7.500e-04, eta: 1 day, 4:25:22, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.6031, top5_acc: 0.8490, loss_cls: 1.4983, loss: 1.4983, grad_norm: 7.0886 2020-10-11 19:36:17,679 - mmaction - INFO - Epoch [22][640/3520] lr: 7.500e-04, eta: 1 day, 4:25:01, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8656, loss_cls: 1.4026, loss: 1.4026, grad_norm: 6.7161 2020-10-11 19:36:38,037 - mmaction - INFO - Epoch [22][660/3520] lr: 7.500e-04, eta: 1 day, 4:24:41, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8552, loss_cls: 1.4602, loss: 1.4602, grad_norm: 6.8858 2020-10-11 19:36:58,471 - mmaction - INFO - Epoch [22][680/3520] lr: 7.500e-04, eta: 1 day, 4:24:21, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8458, loss_cls: 1.4818, loss: 1.4818, grad_norm: 6.9335 2020-10-11 19:37:18,363 - mmaction - INFO - Epoch [22][700/3520] lr: 7.500e-04, eta: 1 day, 4:24:01, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8521, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.6156 2020-10-11 19:37:38,390 - mmaction - INFO - Epoch [22][720/3520] lr: 7.500e-04, eta: 1 day, 4:23:40, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8583, loss_cls: 1.4608, loss: 1.4608, grad_norm: 7.0516 2020-10-11 19:37:58,686 - mmaction - INFO - Epoch [22][740/3520] lr: 7.500e-04, eta: 1 day, 4:23:20, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8563, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.8902 2020-10-11 19:38:19,565 - mmaction - INFO - Epoch [22][760/3520] lr: 7.500e-04, eta: 1 day, 4:23:01, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.5812, top5_acc: 0.8448, loss_cls: 1.5314, loss: 1.5314, grad_norm: 7.2285 2020-10-11 19:38:39,323 - mmaction - INFO - Epoch [22][780/3520] lr: 7.500e-04, eta: 1 day, 4:22:40, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.6187, top5_acc: 0.8552, loss_cls: 1.4228, loss: 1.4228, grad_norm: 6.8601 2020-10-11 19:38:59,905 - mmaction - INFO - Epoch [22][800/3520] lr: 7.500e-04, eta: 1 day, 4:22:21, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8594, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.8983 2020-10-11 19:39:21,083 - mmaction - INFO - Epoch [22][820/3520] lr: 7.500e-04, eta: 1 day, 4:22:02, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8604, loss_cls: 1.3696, loss: 1.3696, grad_norm: 6.8768 2020-10-11 19:39:41,944 - mmaction - INFO - Epoch [22][840/3520] lr: 7.500e-04, eta: 1 day, 4:21:43, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8688, loss_cls: 1.3820, loss: 1.3820, grad_norm: 6.7911 2020-10-11 19:40:02,742 - mmaction - INFO - Epoch [22][860/3520] lr: 7.500e-04, eta: 1 day, 4:21:23, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8521, loss_cls: 1.5058, loss: 1.5058, grad_norm: 6.9580 2020-10-11 19:40:23,091 - mmaction - INFO - Epoch [22][880/3520] lr: 7.500e-04, eta: 1 day, 4:21:04, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8542, loss_cls: 1.4544, loss: 1.4544, grad_norm: 6.9957 2020-10-11 19:40:42,844 - mmaction - INFO - Epoch [22][900/3520] lr: 7.500e-04, eta: 1 day, 4:20:43, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8760, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.6582 2020-10-11 19:41:04,247 - mmaction - INFO - Epoch [22][920/3520] lr: 7.500e-04, eta: 1 day, 4:20:24, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8521, loss_cls: 1.4763, loss: 1.4763, grad_norm: 7.0960 2020-10-11 19:41:24,403 - mmaction - INFO - Epoch [22][940/3520] lr: 7.500e-04, eta: 1 day, 4:20:04, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.6104, top5_acc: 0.8333, loss_cls: 1.5180, loss: 1.5180, grad_norm: 6.9855 2020-10-11 19:41:45,619 - mmaction - INFO - Epoch [22][960/3520] lr: 7.500e-04, eta: 1 day, 4:19:45, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8792, loss_cls: 1.3502, loss: 1.3502, grad_norm: 6.9461 2020-10-11 19:42:05,765 - mmaction - INFO - Epoch [22][980/3520] lr: 7.500e-04, eta: 1 day, 4:19:25, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8719, loss_cls: 1.3233, loss: 1.3233, grad_norm: 6.7722 2020-10-11 19:42:26,705 - mmaction - INFO - Epoch [22][1000/3520] lr: 7.500e-04, eta: 1 day, 4:19:06, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8594, loss_cls: 1.4810, loss: 1.4810, grad_norm: 7.1861 2020-10-11 19:42:46,203 - mmaction - INFO - Epoch [22][1020/3520] lr: 7.500e-04, eta: 1 day, 4:18:45, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6073, top5_acc: 0.8365, loss_cls: 1.5602, loss: 1.5602, grad_norm: 7.2405 2020-10-11 19:43:06,934 - mmaction - INFO - Epoch [22][1040/3520] lr: 7.500e-04, eta: 1 day, 4:18:25, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8594, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.9094 2020-10-11 19:43:27,686 - mmaction - INFO - Epoch [22][1060/3520] lr: 7.500e-04, eta: 1 day, 4:18:06, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8583, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.7327 2020-10-11 19:43:48,581 - mmaction - INFO - Epoch [22][1080/3520] lr: 7.500e-04, eta: 1 day, 4:17:47, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8615, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.9167 2020-10-11 19:44:09,074 - mmaction - INFO - Epoch [22][1100/3520] lr: 7.500e-04, eta: 1 day, 4:17:27, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.6146, top5_acc: 0.8458, loss_cls: 1.4919, loss: 1.4919, grad_norm: 7.4806 2020-10-11 19:44:29,654 - mmaction - INFO - Epoch [22][1120/3520] lr: 7.500e-04, eta: 1 day, 4:17:08, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8500, loss_cls: 1.4220, loss: 1.4220, grad_norm: 6.8486 2020-10-11 19:44:50,027 - mmaction - INFO - Epoch [22][1140/3520] lr: 7.500e-04, eta: 1 day, 4:16:48, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.6187, top5_acc: 0.8510, loss_cls: 1.4735, loss: 1.4735, grad_norm: 6.9798 2020-10-11 19:45:10,515 - mmaction - INFO - Epoch [22][1160/3520] lr: 7.500e-04, eta: 1 day, 4:16:28, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8562, loss_cls: 1.4363, loss: 1.4363, grad_norm: 6.9731 2020-10-11 19:45:31,345 - mmaction - INFO - Epoch [22][1180/3520] lr: 7.500e-04, eta: 1 day, 4:16:09, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8594, loss_cls: 1.4742, loss: 1.4742, grad_norm: 7.1726 2020-10-11 19:45:51,640 - mmaction - INFO - Epoch [22][1200/3520] lr: 7.500e-04, eta: 1 day, 4:15:49, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8802, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.8464 2020-10-11 19:46:11,921 - mmaction - INFO - Epoch [22][1220/3520] lr: 7.500e-04, eta: 1 day, 4:15:29, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8677, loss_cls: 1.4042, loss: 1.4042, grad_norm: 7.0711 2020-10-11 19:46:32,802 - mmaction - INFO - Epoch [22][1240/3520] lr: 7.500e-04, eta: 1 day, 4:15:09, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8750, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.8741 2020-10-11 19:46:54,007 - mmaction - INFO - Epoch [22][1260/3520] lr: 7.500e-04, eta: 1 day, 4:14:51, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8740, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.8857 2020-10-11 19:47:13,241 - mmaction - INFO - Epoch [22][1280/3520] lr: 7.500e-04, eta: 1 day, 4:14:29, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.6094, top5_acc: 0.8510, loss_cls: 1.4532, loss: 1.4532, grad_norm: 7.1093 2020-10-11 19:47:34,101 - mmaction - INFO - Epoch [22][1300/3520] lr: 7.500e-04, eta: 1 day, 4:14:10, time: 1.048, data_time: 0.008, memory: 10390, top1_acc: 0.6083, top5_acc: 0.8635, loss_cls: 1.3984, loss: 1.3984, grad_norm: 7.0569 2020-10-11 19:47:54,937 - mmaction - INFO - Epoch [22][1320/3520] lr: 7.500e-04, eta: 1 day, 4:13:51, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8510, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.9082 2020-10-11 19:48:15,583 - mmaction - INFO - Epoch [22][1340/3520] lr: 7.500e-04, eta: 1 day, 4:13:31, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8677, loss_cls: 1.3867, loss: 1.3867, grad_norm: 6.9156 2020-10-11 19:48:36,299 - mmaction - INFO - Epoch [22][1360/3520] lr: 7.500e-04, eta: 1 day, 4:13:12, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8573, loss_cls: 1.4429, loss: 1.4429, grad_norm: 6.9862 2020-10-11 19:48:56,256 - mmaction - INFO - Epoch [22][1380/3520] lr: 7.500e-04, eta: 1 day, 4:12:51, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8542, loss_cls: 1.3965, loss: 1.3965, grad_norm: 7.0509 2020-10-11 19:49:16,387 - mmaction - INFO - Epoch [22][1400/3520] lr: 7.500e-04, eta: 1 day, 4:12:31, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8771, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.9170 2020-10-11 19:49:37,191 - mmaction - INFO - Epoch [22][1420/3520] lr: 7.500e-04, eta: 1 day, 4:12:12, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8552, loss_cls: 1.3858, loss: 1.3858, grad_norm: 6.8472 2020-10-11 19:49:58,938 - mmaction - INFO - Epoch [22][1440/3520] lr: 7.500e-04, eta: 1 day, 4:11:54, time: 1.088, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8490, loss_cls: 1.4835, loss: 1.4835, grad_norm: 7.1419 2020-10-11 19:50:18,827 - mmaction - INFO - Epoch [22][1460/3520] lr: 7.500e-04, eta: 1 day, 4:11:33, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8604, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.7320 2020-10-11 19:50:39,455 - mmaction - INFO - Epoch [22][1480/3520] lr: 7.500e-04, eta: 1 day, 4:11:13, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.6010, top5_acc: 0.8510, loss_cls: 1.5253, loss: 1.5253, grad_norm: 7.1907 2020-10-11 19:51:00,158 - mmaction - INFO - Epoch [22][1500/3520] lr: 7.500e-04, eta: 1 day, 4:10:54, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8677, loss_cls: 1.3602, loss: 1.3602, grad_norm: 6.6575 2020-10-11 19:51:20,494 - mmaction - INFO - Epoch [22][1520/3520] lr: 7.500e-04, eta: 1 day, 4:10:34, time: 1.020, data_time: 0.008, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8479, loss_cls: 1.4722, loss: 1.4722, grad_norm: 7.2066 2020-10-11 19:51:41,159 - mmaction - INFO - Epoch [22][1540/3520] lr: 7.500e-04, eta: 1 day, 4:10:14, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8563, loss_cls: 1.4292, loss: 1.4292, grad_norm: 6.8738 2020-10-11 19:52:01,890 - mmaction - INFO - Epoch [22][1560/3520] lr: 7.500e-04, eta: 1 day, 4:09:55, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8635, loss_cls: 1.3750, loss: 1.3750, grad_norm: 6.9428 2020-10-11 19:52:21,860 - mmaction - INFO - Epoch [22][1580/3520] lr: 7.500e-04, eta: 1 day, 4:09:35, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8646, loss_cls: 1.4040, loss: 1.4040, grad_norm: 6.9904 2020-10-11 19:52:42,017 - mmaction - INFO - Epoch [22][1600/3520] lr: 7.500e-04, eta: 1 day, 4:09:14, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.6104, top5_acc: 0.8510, loss_cls: 1.4914, loss: 1.4914, grad_norm: 7.1402 2020-10-11 19:53:02,316 - mmaction - INFO - Epoch [22][1620/3520] lr: 7.500e-04, eta: 1 day, 4:08:54, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8656, loss_cls: 1.4328, loss: 1.4328, grad_norm: 6.9664 2020-10-11 19:53:22,608 - mmaction - INFO - Epoch [22][1640/3520] lr: 7.500e-04, eta: 1 day, 4:08:34, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8521, loss_cls: 1.4530, loss: 1.4530, grad_norm: 7.0689 2020-10-11 19:53:43,114 - mmaction - INFO - Epoch [22][1660/3520] lr: 7.500e-04, eta: 1 day, 4:08:15, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8729, loss_cls: 1.4196, loss: 1.4196, grad_norm: 7.0352 2020-10-11 19:54:03,031 - mmaction - INFO - Epoch [22][1680/3520] lr: 7.500e-04, eta: 1 day, 4:07:54, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8667, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.8151 2020-10-11 19:54:23,311 - mmaction - INFO - Epoch [22][1700/3520] lr: 7.500e-04, eta: 1 day, 4:07:34, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8656, loss_cls: 1.3711, loss: 1.3711, grad_norm: 7.0967 2020-10-11 19:54:44,118 - mmaction - INFO - Epoch [22][1720/3520] lr: 7.500e-04, eta: 1 day, 4:07:15, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8531, loss_cls: 1.4070, loss: 1.4070, grad_norm: 7.0202 2020-10-11 19:55:05,162 - mmaction - INFO - Epoch [22][1740/3520] lr: 7.500e-04, eta: 1 day, 4:06:56, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8354, loss_cls: 1.4800, loss: 1.4800, grad_norm: 7.2768 2020-10-11 19:55:25,107 - mmaction - INFO - Epoch [22][1760/3520] lr: 7.500e-04, eta: 1 day, 4:06:35, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8490, loss_cls: 1.5107, loss: 1.5107, grad_norm: 7.4223 2020-10-11 19:55:46,690 - mmaction - INFO - Epoch [22][1780/3520] lr: 7.500e-04, eta: 1 day, 4:06:17, time: 1.082, data_time: 0.007, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8625, loss_cls: 1.3585, loss: 1.3585, grad_norm: 6.8967 2020-10-11 19:56:05,763 - mmaction - INFO - Epoch [22][1800/3520] lr: 7.500e-04, eta: 1 day, 4:05:55, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8531, loss_cls: 1.4404, loss: 1.4404, grad_norm: 7.2601 2020-10-11 19:56:26,050 - mmaction - INFO - Epoch [22][1820/3520] lr: 7.500e-04, eta: 1 day, 4:05:35, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8625, loss_cls: 1.3674, loss: 1.3674, grad_norm: 7.0208 2020-10-11 19:56:45,776 - mmaction - INFO - Epoch [22][1840/3520] lr: 7.500e-04, eta: 1 day, 4:05:14, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8583, loss_cls: 1.4533, loss: 1.4533, grad_norm: 7.2858 2020-10-11 19:57:07,940 - mmaction - INFO - Epoch [22][1860/3520] lr: 7.500e-04, eta: 1 day, 4:04:57, time: 1.107, data_time: 0.004, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8646, loss_cls: 1.3435, loss: 1.3435, grad_norm: 6.8833 2020-10-11 19:57:27,753 - mmaction - INFO - Epoch [22][1880/3520] lr: 7.500e-04, eta: 1 day, 4:04:36, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8812, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.1129 2020-10-11 19:57:47,402 - mmaction - INFO - Epoch [22][1900/3520] lr: 7.500e-04, eta: 1 day, 4:04:15, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8573, loss_cls: 1.4605, loss: 1.4605, grad_norm: 7.2537 2020-10-11 19:58:08,288 - mmaction - INFO - Epoch [22][1920/3520] lr: 7.500e-04, eta: 1 day, 4:03:56, time: 1.043, data_time: 0.004, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8396, loss_cls: 1.4782, loss: 1.4782, grad_norm: 7.2321 2020-10-11 19:58:28,031 - mmaction - INFO - Epoch [22][1940/3520] lr: 7.500e-04, eta: 1 day, 4:03:35, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8646, loss_cls: 1.4677, loss: 1.4677, grad_norm: 7.2693 2020-10-11 19:58:49,360 - mmaction - INFO - Epoch [22][1960/3520] lr: 7.500e-04, eta: 1 day, 4:03:17, time: 1.066, data_time: 0.002, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8469, loss_cls: 1.4829, loss: 1.4829, grad_norm: 7.1065 2020-10-11 19:59:09,848 - mmaction - INFO - Epoch [22][1980/3520] lr: 7.500e-04, eta: 1 day, 4:02:57, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8667, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.8087 2020-10-11 19:59:30,476 - mmaction - INFO - Epoch [22][2000/3520] lr: 7.500e-04, eta: 1 day, 4:02:37, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8646, loss_cls: 1.3846, loss: 1.3846, grad_norm: 7.2838 2020-10-11 19:59:49,792 - mmaction - INFO - Epoch [22][2020/3520] lr: 7.500e-04, eta: 1 day, 4:02:16, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.6094, top5_acc: 0.8531, loss_cls: 1.4663, loss: 1.4663, grad_norm: 7.1728 2020-10-11 20:00:13,245 - mmaction - INFO - Epoch [22][2040/3520] lr: 7.500e-04, eta: 1 day, 4:02:00, time: 1.166, data_time: 0.007, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8615, loss_cls: 1.3979, loss: 1.3979, grad_norm: 7.1389 2020-10-11 20:00:32,090 - mmaction - INFO - Epoch [22][2060/3520] lr: 7.500e-04, eta: 1 day, 4:01:38, time: 0.951, data_time: 0.023, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8625, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.4198 2020-10-11 20:00:52,993 - mmaction - INFO - Epoch [22][2080/3520] lr: 7.500e-04, eta: 1 day, 4:01:19, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8740, loss_cls: 1.2962, loss: 1.2962, grad_norm: 6.8282 2020-10-11 20:01:12,439 - mmaction - INFO - Epoch [22][2100/3520] lr: 7.500e-04, eta: 1 day, 4:00:58, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8646, loss_cls: 1.4421, loss: 1.4421, grad_norm: 7.2552 2020-10-11 20:01:32,572 - mmaction - INFO - Epoch [22][2120/3520] lr: 7.500e-04, eta: 1 day, 4:00:38, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8625, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.1714 2020-10-11 20:01:52,212 - mmaction - INFO - Epoch [22][2140/3520] lr: 7.500e-04, eta: 1 day, 4:00:17, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8813, loss_cls: 1.3761, loss: 1.3761, grad_norm: 7.0221 2020-10-11 20:02:11,844 - mmaction - INFO - Epoch [22][2160/3520] lr: 7.500e-04, eta: 1 day, 3:59:56, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8667, loss_cls: 1.3849, loss: 1.3849, grad_norm: 6.9933 2020-10-11 20:02:32,291 - mmaction - INFO - Epoch [22][2180/3520] lr: 7.500e-04, eta: 1 day, 3:59:36, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8604, loss_cls: 1.4074, loss: 1.4074, grad_norm: 7.1872 2020-10-11 20:02:53,398 - mmaction - INFO - Epoch [22][2200/3520] lr: 7.500e-04, eta: 1 day, 3:59:17, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8510, loss_cls: 1.4988, loss: 1.4988, grad_norm: 7.2894 2020-10-11 20:03:13,843 - mmaction - INFO - Epoch [22][2220/3520] lr: 7.500e-04, eta: 1 day, 3:58:57, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8510, loss_cls: 1.4295, loss: 1.4295, grad_norm: 7.1754 2020-10-11 20:03:33,535 - mmaction - INFO - Epoch [22][2240/3520] lr: 7.500e-04, eta: 1 day, 3:58:37, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8771, loss_cls: 1.2873, loss: 1.2873, grad_norm: 6.9654 2020-10-11 20:03:53,406 - mmaction - INFO - Epoch [22][2260/3520] lr: 7.500e-04, eta: 1 day, 3:58:16, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8625, loss_cls: 1.3906, loss: 1.3906, grad_norm: 7.2083 2020-10-11 20:04:14,765 - mmaction - INFO - Epoch [22][2280/3520] lr: 7.500e-04, eta: 1 day, 3:57:57, time: 1.068, data_time: 0.004, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8302, loss_cls: 1.5171, loss: 1.5171, grad_norm: 7.3019 2020-10-11 20:04:35,440 - mmaction - INFO - Epoch [22][2300/3520] lr: 7.500e-04, eta: 1 day, 3:57:38, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8667, loss_cls: 1.3889, loss: 1.3889, grad_norm: 6.9257 2020-10-11 20:04:56,824 - mmaction - INFO - Epoch [22][2320/3520] lr: 7.500e-04, eta: 1 day, 3:57:19, time: 1.067, data_time: 0.004, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8677, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.9964 2020-10-11 20:05:16,187 - mmaction - INFO - Epoch [22][2340/3520] lr: 7.500e-04, eta: 1 day, 3:56:58, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8677, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.0441 2020-10-11 20:05:36,268 - mmaction - INFO - Epoch [22][2360/3520] lr: 7.500e-04, eta: 1 day, 3:56:38, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.6313, top5_acc: 0.8510, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.9895 2020-10-11 20:05:56,863 - mmaction - INFO - Epoch [22][2380/3520] lr: 7.500e-04, eta: 1 day, 3:56:18, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8719, loss_cls: 1.4016, loss: 1.4016, grad_norm: 7.0089 2020-10-11 20:06:18,263 - mmaction - INFO - Epoch [22][2400/3520] lr: 7.500e-04, eta: 1 day, 3:55:59, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8521, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.9195 2020-10-11 20:06:39,558 - mmaction - INFO - Epoch [22][2420/3520] lr: 7.500e-04, eta: 1 day, 3:55:41, time: 1.066, data_time: 0.003, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4834, loss: 1.4834, grad_norm: 7.3031 2020-10-11 20:06:59,717 - mmaction - INFO - Epoch [22][2440/3520] lr: 7.500e-04, eta: 1 day, 3:55:21, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8531, loss_cls: 1.4282, loss: 1.4282, grad_norm: 7.0798 2020-10-11 20:07:19,622 - mmaction - INFO - Epoch [22][2460/3520] lr: 7.500e-04, eta: 1 day, 3:55:00, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8615, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.1568 2020-10-11 20:07:40,512 - mmaction - INFO - Epoch [22][2480/3520] lr: 7.500e-04, eta: 1 day, 3:54:41, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8854, loss_cls: 1.3214, loss: 1.3214, grad_norm: 6.8772 2020-10-11 20:08:00,240 - mmaction - INFO - Epoch [22][2500/3520] lr: 7.500e-04, eta: 1 day, 3:54:20, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8698, loss_cls: 1.3940, loss: 1.3940, grad_norm: 7.1237 2020-10-11 20:08:20,641 - mmaction - INFO - Epoch [22][2520/3520] lr: 7.500e-04, eta: 1 day, 3:54:00, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8552, loss_cls: 1.4644, loss: 1.4644, grad_norm: 7.3717 2020-10-11 20:08:41,257 - mmaction - INFO - Epoch [22][2540/3520] lr: 7.500e-04, eta: 1 day, 3:53:41, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8573, loss_cls: 1.3841, loss: 1.3841, grad_norm: 6.9563 2020-10-11 20:09:00,779 - mmaction - INFO - Epoch [22][2560/3520] lr: 7.500e-04, eta: 1 day, 3:53:20, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8469, loss_cls: 1.4428, loss: 1.4428, grad_norm: 7.2030 2020-10-11 20:09:20,574 - mmaction - INFO - Epoch [22][2580/3520] lr: 7.500e-04, eta: 1 day, 3:52:59, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8760, loss_cls: 1.3514, loss: 1.3514, grad_norm: 7.0589 2020-10-11 20:09:42,794 - mmaction - INFO - Epoch [22][2600/3520] lr: 7.500e-04, eta: 1 day, 3:52:41, time: 1.111, data_time: 0.002, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8688, loss_cls: 1.3902, loss: 1.3902, grad_norm: 7.1207 2020-10-11 20:10:02,737 - mmaction - INFO - Epoch [22][2620/3520] lr: 7.500e-04, eta: 1 day, 3:52:21, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8781, loss_cls: 1.3750, loss: 1.3750, grad_norm: 7.0282 2020-10-11 20:10:23,085 - mmaction - INFO - Epoch [22][2640/3520] lr: 7.500e-04, eta: 1 day, 3:52:01, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8677, loss_cls: 1.3936, loss: 1.3936, grad_norm: 7.0931 2020-10-11 20:10:42,530 - mmaction - INFO - Epoch [22][2660/3520] lr: 7.500e-04, eta: 1 day, 3:51:40, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8677, loss_cls: 1.4442, loss: 1.4442, grad_norm: 7.5412 2020-10-11 20:11:02,892 - mmaction - INFO - Epoch [22][2680/3520] lr: 7.500e-04, eta: 1 day, 3:51:20, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8802, loss_cls: 1.3125, loss: 1.3125, grad_norm: 6.7187 2020-10-11 20:11:23,802 - mmaction - INFO - Epoch [22][2700/3520] lr: 7.500e-04, eta: 1 day, 3:51:01, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8521, loss_cls: 1.4963, loss: 1.4963, grad_norm: 7.3804 2020-10-11 20:11:43,804 - mmaction - INFO - Epoch [22][2720/3520] lr: 7.500e-04, eta: 1 day, 3:50:40, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8677, loss_cls: 1.3682, loss: 1.3682, grad_norm: 7.0613 2020-10-11 20:12:03,307 - mmaction - INFO - Epoch [22][2740/3520] lr: 7.500e-04, eta: 1 day, 3:50:19, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8563, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.9258 2020-10-11 20:12:23,544 - mmaction - INFO - Epoch [22][2760/3520] lr: 7.500e-04, eta: 1 day, 3:49:59, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8625, loss_cls: 1.3617, loss: 1.3617, grad_norm: 6.9013 2020-10-11 20:12:43,971 - mmaction - INFO - Epoch [22][2780/3520] lr: 7.500e-04, eta: 1 day, 3:49:39, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8625, loss_cls: 1.4269, loss: 1.4269, grad_norm: 7.2395 2020-10-11 20:13:03,737 - mmaction - INFO - Epoch [22][2800/3520] lr: 7.500e-04, eta: 1 day, 3:49:19, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8458, loss_cls: 1.4956, loss: 1.4956, grad_norm: 7.4286 2020-10-11 20:13:25,399 - mmaction - INFO - Epoch [22][2820/3520] lr: 7.500e-04, eta: 1 day, 3:49:00, time: 1.081, data_time: 0.004, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8802, loss_cls: 1.4144, loss: 1.4144, grad_norm: 7.3917 2020-10-11 20:13:45,917 - mmaction - INFO - Epoch [22][2840/3520] lr: 7.500e-04, eta: 1 day, 3:48:40, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8625, loss_cls: 1.3413, loss: 1.3413, grad_norm: 6.8418 2020-10-11 20:14:06,683 - mmaction - INFO - Epoch [22][2860/3520] lr: 7.500e-04, eta: 1 day, 3:48:21, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8677, loss_cls: 1.3760, loss: 1.3760, grad_norm: 7.0578 2020-10-11 20:14:27,594 - mmaction - INFO - Epoch [22][2880/3520] lr: 7.500e-04, eta: 1 day, 3:48:02, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8479, loss_cls: 1.4867, loss: 1.4867, grad_norm: 7.4345 2020-10-11 20:14:47,839 - mmaction - INFO - Epoch [22][2900/3520] lr: 7.500e-04, eta: 1 day, 3:47:42, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8625, loss_cls: 1.4096, loss: 1.4096, grad_norm: 7.1761 2020-10-11 20:15:08,391 - mmaction - INFO - Epoch [22][2920/3520] lr: 7.500e-04, eta: 1 day, 3:47:22, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8740, loss_cls: 1.3687, loss: 1.3687, grad_norm: 7.0823 2020-10-11 20:15:29,437 - mmaction - INFO - Epoch [22][2940/3520] lr: 7.500e-04, eta: 1 day, 3:47:03, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8740, loss_cls: 1.3229, loss: 1.3229, grad_norm: 7.0706 2020-10-11 20:15:49,099 - mmaction - INFO - Epoch [22][2960/3520] lr: 7.500e-04, eta: 1 day, 3:46:42, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8573, loss_cls: 1.4188, loss: 1.4188, grad_norm: 7.2128 2020-10-11 20:16:09,819 - mmaction - INFO - Epoch [22][2980/3520] lr: 7.500e-04, eta: 1 day, 3:46:23, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8438, loss_cls: 1.4703, loss: 1.4703, grad_norm: 7.1701 2020-10-11 20:16:29,910 - mmaction - INFO - Epoch [22][3000/3520] lr: 7.500e-04, eta: 1 day, 3:46:02, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8531, loss_cls: 1.4291, loss: 1.4291, grad_norm: 7.1752 2020-10-11 20:16:50,034 - mmaction - INFO - Epoch [22][3020/3520] lr: 7.500e-04, eta: 1 day, 3:45:42, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6094, top5_acc: 0.8552, loss_cls: 1.4879, loss: 1.4879, grad_norm: 7.4536 2020-10-11 20:17:10,146 - mmaction - INFO - Epoch [22][3040/3520] lr: 7.500e-04, eta: 1 day, 3:45:22, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8583, loss_cls: 1.4631, loss: 1.4631, grad_norm: 7.3807 2020-10-11 20:17:30,375 - mmaction - INFO - Epoch [22][3060/3520] lr: 7.500e-04, eta: 1 day, 3:45:02, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8698, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.9611 2020-10-11 20:17:50,914 - mmaction - INFO - Epoch [22][3080/3520] lr: 7.500e-04, eta: 1 day, 3:44:42, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6313, top5_acc: 0.8458, loss_cls: 1.4497, loss: 1.4497, grad_norm: 7.0581 2020-10-11 20:18:11,669 - mmaction - INFO - Epoch [22][3100/3520] lr: 7.500e-04, eta: 1 day, 3:44:23, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8615, loss_cls: 1.4177, loss: 1.4177, grad_norm: 7.1870 2020-10-11 20:18:31,905 - mmaction - INFO - Epoch [22][3120/3520] lr: 7.500e-04, eta: 1 day, 3:44:02, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6083, top5_acc: 0.8479, loss_cls: 1.4745, loss: 1.4745, grad_norm: 7.1935 2020-10-11 20:18:51,457 - mmaction - INFO - Epoch [22][3140/3520] lr: 7.500e-04, eta: 1 day, 3:43:42, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8510, loss_cls: 1.4413, loss: 1.4413, grad_norm: 7.1353 2020-10-11 20:19:11,721 - mmaction - INFO - Epoch [22][3160/3520] lr: 7.500e-04, eta: 1 day, 3:43:21, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8729, loss_cls: 1.3343, loss: 1.3343, grad_norm: 6.9903 2020-10-11 20:19:31,546 - mmaction - INFO - Epoch [22][3180/3520] lr: 7.500e-04, eta: 1 day, 3:43:01, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8687, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.3623 2020-10-11 20:19:51,902 - mmaction - INFO - Epoch [22][3200/3520] lr: 7.500e-04, eta: 1 day, 3:42:41, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8583, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.3364 2020-10-11 20:20:11,899 - mmaction - INFO - Epoch [22][3220/3520] lr: 7.500e-04, eta: 1 day, 3:42:20, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8771, loss_cls: 1.3014, loss: 1.3014, grad_norm: 6.8027 2020-10-11 20:20:32,187 - mmaction - INFO - Epoch [22][3240/3520] lr: 7.500e-04, eta: 1 day, 3:42:00, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8729, loss_cls: 1.3694, loss: 1.3694, grad_norm: 6.9211 2020-10-11 20:20:52,813 - mmaction - INFO - Epoch [22][3260/3520] lr: 7.500e-04, eta: 1 day, 3:41:41, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8646, loss_cls: 1.3774, loss: 1.3774, grad_norm: 7.1165 2020-10-11 20:21:12,173 - mmaction - INFO - Epoch [22][3280/3520] lr: 7.500e-04, eta: 1 day, 3:41:20, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8750, loss_cls: 1.3495, loss: 1.3495, grad_norm: 7.1041 2020-10-11 20:21:35,077 - mmaction - INFO - Epoch [22][3300/3520] lr: 7.500e-04, eta: 1 day, 3:41:03, time: 1.148, data_time: 0.007, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8531, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.3076 2020-10-11 20:21:53,850 - mmaction - INFO - Epoch [22][3320/3520] lr: 7.500e-04, eta: 1 day, 3:40:41, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8542, loss_cls: 1.5238, loss: 1.5238, grad_norm: 7.2478 2020-10-11 20:22:14,575 - mmaction - INFO - Epoch [22][3340/3520] lr: 7.500e-04, eta: 1 day, 3:40:21, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8667, loss_cls: 1.4382, loss: 1.4382, grad_norm: 7.2679 2020-10-11 20:22:34,380 - mmaction - INFO - Epoch [22][3360/3520] lr: 7.500e-04, eta: 1 day, 3:40:01, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.6313, top5_acc: 0.8667, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.1813 2020-10-11 20:22:53,804 - mmaction - INFO - Epoch [22][3380/3520] lr: 7.500e-04, eta: 1 day, 3:39:40, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6083, top5_acc: 0.8552, loss_cls: 1.4384, loss: 1.4384, grad_norm: 7.2034 2020-10-11 20:23:14,624 - mmaction - INFO - Epoch [22][3400/3520] lr: 7.500e-04, eta: 1 day, 3:39:20, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8521, loss_cls: 1.4367, loss: 1.4367, grad_norm: 7.3233 2020-10-11 20:23:34,474 - mmaction - INFO - Epoch [22][3420/3520] lr: 7.500e-04, eta: 1 day, 3:39:00, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8625, loss_cls: 1.4500, loss: 1.4500, grad_norm: 7.5035 2020-10-11 20:23:55,050 - mmaction - INFO - Epoch [22][3440/3520] lr: 7.500e-04, eta: 1 day, 3:38:40, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8729, loss_cls: 1.3317, loss: 1.3317, grad_norm: 6.7876 2020-10-11 20:24:15,908 - mmaction - INFO - Epoch [22][3460/3520] lr: 7.500e-04, eta: 1 day, 3:38:21, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8552, loss_cls: 1.4156, loss: 1.4156, grad_norm: 7.0561 2020-10-11 20:24:35,693 - mmaction - INFO - Epoch [22][3480/3520] lr: 7.500e-04, eta: 1 day, 3:38:00, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8500, loss_cls: 1.4963, loss: 1.4963, grad_norm: 7.2561 2020-10-11 20:24:55,921 - mmaction - INFO - Epoch [22][3500/3520] lr: 7.500e-04, eta: 1 day, 3:37:40, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8750, loss_cls: 1.3589, loss: 1.3589, grad_norm: 7.0593 2020-10-11 20:25:15,029 - mmaction - INFO - Epoch [22][3520/3520] lr: 7.500e-04, eta: 1 day, 3:37:18, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.6228, top5_acc: 0.8609, loss_cls: 1.4211, loss: 1.4211, grad_norm: 9.4427 2020-10-11 20:25:15,494 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-10-11 20:25:48,967 - mmaction - INFO - Epoch [23][20/3520] lr: 7.500e-04, eta: 1 day, 3:37:14, time: 1.640, data_time: 0.690, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8854, loss_cls: 1.3503, loss: 1.3503, grad_norm: 7.2719 2020-10-11 20:26:07,263 - mmaction - INFO - Epoch [23][40/3520] lr: 7.500e-04, eta: 1 day, 3:36:52, time: 0.915, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8490, loss_cls: 1.4243, loss: 1.4243, grad_norm: 7.1193 2020-10-11 20:26:28,148 - mmaction - INFO - Epoch [23][60/3520] lr: 7.500e-04, eta: 1 day, 3:36:32, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8896, loss_cls: 1.2571, loss: 1.2571, grad_norm: 7.1364 2020-10-11 20:26:47,850 - mmaction - INFO - Epoch [23][80/3520] lr: 7.500e-04, eta: 1 day, 3:36:12, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8667, loss_cls: 1.3266, loss: 1.3266, grad_norm: 7.1376 2020-10-11 20:27:08,489 - mmaction - INFO - Epoch [23][100/3520] lr: 7.500e-04, eta: 1 day, 3:35:52, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8656, loss_cls: 1.3313, loss: 1.3313, grad_norm: 7.0866 2020-10-11 20:27:28,188 - mmaction - INFO - Epoch [23][120/3520] lr: 7.500e-04, eta: 1 day, 3:35:31, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8781, loss_cls: 1.3536, loss: 1.3536, grad_norm: 7.0792 2020-10-11 20:27:48,478 - mmaction - INFO - Epoch [23][140/3520] lr: 7.500e-04, eta: 1 day, 3:35:11, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8781, loss_cls: 1.3343, loss: 1.3343, grad_norm: 7.4384 2020-10-11 20:28:07,586 - mmaction - INFO - Epoch [23][160/3520] lr: 7.500e-04, eta: 1 day, 3:34:50, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8583, loss_cls: 1.4105, loss: 1.4105, grad_norm: 7.4628 2020-10-11 20:28:27,410 - mmaction - INFO - Epoch [23][180/3520] lr: 7.500e-04, eta: 1 day, 3:34:29, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8729, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.0026 2020-10-11 20:28:47,705 - mmaction - INFO - Epoch [23][200/3520] lr: 7.500e-04, eta: 1 day, 3:34:09, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8635, loss_cls: 1.4324, loss: 1.4324, grad_norm: 7.4351 2020-10-11 20:29:08,918 - mmaction - INFO - Epoch [23][220/3520] lr: 7.500e-04, eta: 1 day, 3:33:50, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8510, loss_cls: 1.4372, loss: 1.4372, grad_norm: 7.3167 2020-10-11 20:29:28,363 - mmaction - INFO - Epoch [23][240/3520] lr: 7.500e-04, eta: 1 day, 3:33:29, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8615, loss_cls: 1.4364, loss: 1.4364, grad_norm: 7.2977 2020-10-11 20:29:48,450 - mmaction - INFO - Epoch [23][260/3520] lr: 7.500e-04, eta: 1 day, 3:33:09, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8729, loss_cls: 1.3546, loss: 1.3546, grad_norm: 7.1826 2020-10-11 20:30:09,872 - mmaction - INFO - Epoch [23][280/3520] lr: 7.500e-04, eta: 1 day, 3:32:50, time: 1.071, data_time: 0.004, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8656, loss_cls: 1.3556, loss: 1.3556, grad_norm: 7.2357 2020-10-11 20:30:29,150 - mmaction - INFO - Epoch [23][300/3520] lr: 7.500e-04, eta: 1 day, 3:32:29, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8615, loss_cls: 1.3956, loss: 1.3956, grad_norm: 7.3523 2020-10-11 20:30:48,579 - mmaction - INFO - Epoch [23][320/3520] lr: 7.500e-04, eta: 1 day, 3:32:08, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8823, loss_cls: 1.2681, loss: 1.2681, grad_norm: 7.1002 2020-10-11 20:31:09,029 - mmaction - INFO - Epoch [23][340/3520] lr: 7.500e-04, eta: 1 day, 3:31:48, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8604, loss_cls: 1.3728, loss: 1.3728, grad_norm: 6.8897 2020-10-11 20:31:29,240 - mmaction - INFO - Epoch [23][360/3520] lr: 7.500e-04, eta: 1 day, 3:31:28, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8813, loss_cls: 1.2831, loss: 1.2831, grad_norm: 7.0558 2020-10-11 20:31:50,111 - mmaction - INFO - Epoch [23][380/3520] lr: 7.500e-04, eta: 1 day, 3:31:08, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8552, loss_cls: 1.3831, loss: 1.3831, grad_norm: 7.2137 2020-10-11 20:32:09,730 - mmaction - INFO - Epoch [23][400/3520] lr: 7.500e-04, eta: 1 day, 3:30:47, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8688, loss_cls: 1.3410, loss: 1.3410, grad_norm: 7.2216 2020-10-11 20:32:29,243 - mmaction - INFO - Epoch [23][420/3520] lr: 7.500e-04, eta: 1 day, 3:30:26, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8625, loss_cls: 1.3943, loss: 1.3943, grad_norm: 7.1696 2020-10-11 20:32:49,236 - mmaction - INFO - Epoch [23][440/3520] lr: 7.500e-04, eta: 1 day, 3:30:06, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8656, loss_cls: 1.3977, loss: 1.3977, grad_norm: 7.1853 2020-10-11 20:33:08,738 - mmaction - INFO - Epoch [23][460/3520] lr: 7.500e-04, eta: 1 day, 3:29:45, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8365, loss_cls: 1.4333, loss: 1.4333, grad_norm: 7.1921 2020-10-11 20:33:28,214 - mmaction - INFO - Epoch [23][480/3520] lr: 7.500e-04, eta: 1 day, 3:29:24, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8656, loss_cls: 1.3943, loss: 1.3943, grad_norm: 7.3541 2020-10-11 20:33:48,371 - mmaction - INFO - Epoch [23][500/3520] lr: 7.500e-04, eta: 1 day, 3:29:04, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8604, loss_cls: 1.4431, loss: 1.4431, grad_norm: 7.3742 2020-10-11 20:34:07,909 - mmaction - INFO - Epoch [23][520/3520] lr: 7.500e-04, eta: 1 day, 3:28:43, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8844, loss_cls: 1.3376, loss: 1.3376, grad_norm: 7.2822 2020-10-11 20:34:27,823 - mmaction - INFO - Epoch [23][540/3520] lr: 7.500e-04, eta: 1 day, 3:28:22, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8646, loss_cls: 1.3416, loss: 1.3416, grad_norm: 7.2109 2020-10-11 20:34:47,675 - mmaction - INFO - Epoch [23][560/3520] lr: 7.500e-04, eta: 1 day, 3:28:02, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8667, loss_cls: 1.3185, loss: 1.3185, grad_norm: 6.9098 2020-10-11 20:35:07,596 - mmaction - INFO - Epoch [23][580/3520] lr: 7.500e-04, eta: 1 day, 3:27:41, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8510, loss_cls: 1.4219, loss: 1.4219, grad_norm: 7.1559 2020-10-11 20:35:27,536 - mmaction - INFO - Epoch [23][600/3520] lr: 7.500e-04, eta: 1 day, 3:27:20, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8583, loss_cls: 1.4380, loss: 1.4380, grad_norm: 7.1896 2020-10-11 20:35:46,781 - mmaction - INFO - Epoch [23][620/3520] lr: 7.500e-04, eta: 1 day, 3:26:59, time: 0.966, data_time: 0.008, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8667, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.1807 2020-10-11 20:36:06,854 - mmaction - INFO - Epoch [23][640/3520] lr: 7.500e-04, eta: 1 day, 3:26:39, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8542, loss_cls: 1.4624, loss: 1.4624, grad_norm: 7.4942 2020-10-11 20:36:26,258 - mmaction - INFO - Epoch [23][660/3520] lr: 7.500e-04, eta: 1 day, 3:26:18, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8583, loss_cls: 1.4057, loss: 1.4057, grad_norm: 7.1881 2020-10-11 20:36:45,811 - mmaction - INFO - Epoch [23][680/3520] lr: 7.500e-04, eta: 1 day, 3:25:57, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8458, loss_cls: 1.4130, loss: 1.4130, grad_norm: 7.2640 2020-10-11 20:37:05,408 - mmaction - INFO - Epoch [23][700/3520] lr: 7.500e-04, eta: 1 day, 3:25:36, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6094, top5_acc: 0.8573, loss_cls: 1.4479, loss: 1.4479, grad_norm: 7.5693 2020-10-11 20:37:25,422 - mmaction - INFO - Epoch [23][720/3520] lr: 7.500e-04, eta: 1 day, 3:25:16, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8771, loss_cls: 1.2965, loss: 1.2965, grad_norm: 7.2440 2020-10-11 20:37:45,048 - mmaction - INFO - Epoch [23][740/3520] lr: 7.500e-04, eta: 1 day, 3:24:55, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8521, loss_cls: 1.3400, loss: 1.3400, grad_norm: 7.1551 2020-10-11 20:38:06,279 - mmaction - INFO - Epoch [23][760/3520] lr: 7.500e-04, eta: 1 day, 3:24:36, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8760, loss_cls: 1.3358, loss: 1.3358, grad_norm: 7.3928 2020-10-11 20:38:26,106 - mmaction - INFO - Epoch [23][780/3520] lr: 7.500e-04, eta: 1 day, 3:24:15, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8646, loss_cls: 1.3894, loss: 1.3894, grad_norm: 7.2113 2020-10-11 20:38:46,502 - mmaction - INFO - Epoch [23][800/3520] lr: 7.500e-04, eta: 1 day, 3:23:55, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8656, loss_cls: 1.3507, loss: 1.3507, grad_norm: 7.1362 2020-10-11 20:39:06,815 - mmaction - INFO - Epoch [23][820/3520] lr: 7.500e-04, eta: 1 day, 3:23:35, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8573, loss_cls: 1.4079, loss: 1.4079, grad_norm: 7.3908 2020-10-11 20:39:27,231 - mmaction - INFO - Epoch [23][840/3520] lr: 7.500e-04, eta: 1 day, 3:23:15, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8708, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.0860 2020-10-11 20:39:46,931 - mmaction - INFO - Epoch [23][860/3520] lr: 7.500e-04, eta: 1 day, 3:22:55, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8490, loss_cls: 1.4267, loss: 1.4267, grad_norm: 7.3496 2020-10-11 20:40:06,796 - mmaction - INFO - Epoch [23][880/3520] lr: 7.500e-04, eta: 1 day, 3:22:34, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8510, loss_cls: 1.4283, loss: 1.4283, grad_norm: 7.2523 2020-10-11 20:40:26,876 - mmaction - INFO - Epoch [23][900/3520] lr: 7.500e-04, eta: 1 day, 3:22:14, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8604, loss_cls: 1.4012, loss: 1.4012, grad_norm: 7.2646 2020-10-11 20:40:46,695 - mmaction - INFO - Epoch [23][920/3520] lr: 7.500e-04, eta: 1 day, 3:21:53, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8833, loss_cls: 1.2301, loss: 1.2301, grad_norm: 6.6003 2020-10-11 20:41:06,753 - mmaction - INFO - Epoch [23][940/3520] lr: 7.500e-04, eta: 1 day, 3:21:33, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8458, loss_cls: 1.4460, loss: 1.4460, grad_norm: 7.6057 2020-10-11 20:41:26,458 - mmaction - INFO - Epoch [23][960/3520] lr: 7.500e-04, eta: 1 day, 3:21:12, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8500, loss_cls: 1.4658, loss: 1.4658, grad_norm: 7.2365 2020-10-11 20:41:46,600 - mmaction - INFO - Epoch [23][980/3520] lr: 7.500e-04, eta: 1 day, 3:20:52, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8552, loss_cls: 1.4225, loss: 1.4225, grad_norm: 7.2297 2020-10-11 20:42:07,371 - mmaction - INFO - Epoch [23][1000/3520] lr: 7.500e-04, eta: 1 day, 3:20:32, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8771, loss_cls: 1.3524, loss: 1.3524, grad_norm: 7.2881 2020-10-11 20:42:28,132 - mmaction - INFO - Epoch [23][1020/3520] lr: 7.500e-04, eta: 1 day, 3:20:13, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8677, loss_cls: 1.3584, loss: 1.3584, grad_norm: 7.4497 2020-10-11 20:42:47,284 - mmaction - INFO - Epoch [23][1040/3520] lr: 7.500e-04, eta: 1 day, 3:19:51, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.1656 2020-10-11 20:43:08,149 - mmaction - INFO - Epoch [23][1060/3520] lr: 7.500e-04, eta: 1 day, 3:19:32, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8490, loss_cls: 1.3849, loss: 1.3849, grad_norm: 7.2572 2020-10-11 20:43:28,111 - mmaction - INFO - Epoch [23][1080/3520] lr: 7.500e-04, eta: 1 day, 3:19:12, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2703, loss: 1.2703, grad_norm: 6.9616 2020-10-11 20:43:48,479 - mmaction - INFO - Epoch [23][1100/3520] lr: 7.500e-04, eta: 1 day, 3:18:52, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8719, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.2353 2020-10-11 20:44:07,704 - mmaction - INFO - Epoch [23][1120/3520] lr: 7.500e-04, eta: 1 day, 3:18:30, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8615, loss_cls: 1.4236, loss: 1.4236, grad_norm: 7.5461 2020-10-11 20:44:28,082 - mmaction - INFO - Epoch [23][1140/3520] lr: 7.500e-04, eta: 1 day, 3:18:10, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8646, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.4944 2020-10-11 20:44:47,698 - mmaction - INFO - Epoch [23][1160/3520] lr: 7.500e-04, eta: 1 day, 3:17:49, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8771, loss_cls: 1.3559, loss: 1.3559, grad_norm: 7.2420 2020-10-11 20:45:09,365 - mmaction - INFO - Epoch [23][1180/3520] lr: 7.500e-04, eta: 1 day, 3:17:31, time: 1.083, data_time: 0.005, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3671, loss: 1.3671, grad_norm: 7.1897 2020-10-11 20:45:29,008 - mmaction - INFO - Epoch [23][1200/3520] lr: 7.500e-04, eta: 1 day, 3:17:10, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8500, loss_cls: 1.4108, loss: 1.4108, grad_norm: 7.5137 2020-10-11 20:45:49,153 - mmaction - INFO - Epoch [23][1220/3520] lr: 7.500e-04, eta: 1 day, 3:16:50, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8583, loss_cls: 1.3961, loss: 1.3961, grad_norm: 7.1391 2020-10-11 20:46:09,358 - mmaction - INFO - Epoch [23][1240/3520] lr: 7.500e-04, eta: 1 day, 3:16:30, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8656, loss_cls: 1.4235, loss: 1.4235, grad_norm: 7.4474 2020-10-11 20:46:28,995 - mmaction - INFO - Epoch [23][1260/3520] lr: 7.500e-04, eta: 1 day, 3:16:09, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8594, loss_cls: 1.3995, loss: 1.3995, grad_norm: 7.2037 2020-10-11 20:46:48,477 - mmaction - INFO - Epoch [23][1280/3520] lr: 7.500e-04, eta: 1 day, 3:15:48, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8771, loss_cls: 1.3122, loss: 1.3122, grad_norm: 7.0845 2020-10-11 20:47:09,483 - mmaction - INFO - Epoch [23][1300/3520] lr: 7.500e-04, eta: 1 day, 3:15:29, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8604, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.9961 2020-10-11 20:47:29,834 - mmaction - INFO - Epoch [23][1320/3520] lr: 7.500e-04, eta: 1 day, 3:15:09, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8813, loss_cls: 1.2915, loss: 1.2915, grad_norm: 7.4027 2020-10-11 20:47:50,440 - mmaction - INFO - Epoch [23][1340/3520] lr: 7.500e-04, eta: 1 day, 3:14:49, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8365, loss_cls: 1.4491, loss: 1.4491, grad_norm: 7.5481 2020-10-11 20:48:10,432 - mmaction - INFO - Epoch [23][1360/3520] lr: 7.500e-04, eta: 1 day, 3:14:29, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8604, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.8043 2020-10-11 20:48:30,453 - mmaction - INFO - Epoch [23][1380/3520] lr: 7.500e-04, eta: 1 day, 3:14:09, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8792, loss_cls: 1.3653, loss: 1.3653, grad_norm: 7.5164 2020-10-11 20:48:50,653 - mmaction - INFO - Epoch [23][1400/3520] lr: 7.500e-04, eta: 1 day, 3:13:48, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8490, loss_cls: 1.4554, loss: 1.4554, grad_norm: 7.3496 2020-10-11 20:49:10,681 - mmaction - INFO - Epoch [23][1420/3520] lr: 7.500e-04, eta: 1 day, 3:13:28, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8604, loss_cls: 1.3340, loss: 1.3340, grad_norm: 7.2514 2020-10-11 20:49:32,391 - mmaction - INFO - Epoch [23][1440/3520] lr: 7.500e-04, eta: 1 day, 3:13:10, time: 1.086, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8854, loss_cls: 1.3121, loss: 1.3121, grad_norm: 7.1799 2020-10-11 20:49:52,734 - mmaction - INFO - Epoch [23][1460/3520] lr: 7.500e-04, eta: 1 day, 3:12:50, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8615, loss_cls: 1.3952, loss: 1.3952, grad_norm: 7.6215 2020-10-11 20:50:13,709 - mmaction - INFO - Epoch [23][1480/3520] lr: 7.500e-04, eta: 1 day, 3:12:30, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8542, loss_cls: 1.3924, loss: 1.3924, grad_norm: 7.2421 2020-10-11 20:50:34,092 - mmaction - INFO - Epoch [23][1500/3520] lr: 7.500e-04, eta: 1 day, 3:12:11, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8583, loss_cls: 1.3734, loss: 1.3734, grad_norm: 7.2386 2020-10-11 20:50:53,481 - mmaction - INFO - Epoch [23][1520/3520] lr: 7.500e-04, eta: 1 day, 3:11:49, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8604, loss_cls: 1.4006, loss: 1.4006, grad_norm: 7.5080 2020-10-11 20:51:13,223 - mmaction - INFO - Epoch [23][1540/3520] lr: 7.500e-04, eta: 1 day, 3:11:29, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8771, loss_cls: 1.2932, loss: 1.2932, grad_norm: 7.1866 2020-10-11 20:51:32,905 - mmaction - INFO - Epoch [23][1560/3520] lr: 7.500e-04, eta: 1 day, 3:11:08, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8656, loss_cls: 1.3559, loss: 1.3559, grad_norm: 7.4358 2020-10-11 20:51:52,346 - mmaction - INFO - Epoch [23][1580/3520] lr: 7.500e-04, eta: 1 day, 3:10:47, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8677, loss_cls: 1.2924, loss: 1.2924, grad_norm: 7.2474 2020-10-11 20:52:11,987 - mmaction - INFO - Epoch [23][1600/3520] lr: 7.500e-04, eta: 1 day, 3:10:26, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8437, loss_cls: 1.4715, loss: 1.4715, grad_norm: 7.3902 2020-10-11 20:52:31,802 - mmaction - INFO - Epoch [23][1620/3520] lr: 7.500e-04, eta: 1 day, 3:10:05, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8698, loss_cls: 1.4064, loss: 1.4064, grad_norm: 7.7580 2020-10-11 20:52:52,439 - mmaction - INFO - Epoch [23][1640/3520] lr: 7.500e-04, eta: 1 day, 3:09:46, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8510, loss_cls: 1.4278, loss: 1.4278, grad_norm: 7.4776 2020-10-11 20:53:12,997 - mmaction - INFO - Epoch [23][1660/3520] lr: 7.500e-04, eta: 1 day, 3:09:26, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8625, loss_cls: 1.3659, loss: 1.3659, grad_norm: 7.4127 2020-10-11 20:53:32,974 - mmaction - INFO - Epoch [23][1680/3520] lr: 7.500e-04, eta: 1 day, 3:09:06, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8656, loss_cls: 1.3753, loss: 1.3753, grad_norm: 7.3010 2020-10-11 20:53:53,490 - mmaction - INFO - Epoch [23][1700/3520] lr: 7.500e-04, eta: 1 day, 3:08:46, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8781, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.3691 2020-10-11 20:54:13,393 - mmaction - INFO - Epoch [23][1720/3520] lr: 7.500e-04, eta: 1 day, 3:08:25, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8573, loss_cls: 1.3897, loss: 1.3897, grad_norm: 7.2149 2020-10-11 20:54:33,110 - mmaction - INFO - Epoch [23][1740/3520] lr: 7.500e-04, eta: 1 day, 3:08:05, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8688, loss_cls: 1.3289, loss: 1.3289, grad_norm: 7.1140 2020-10-11 20:54:53,226 - mmaction - INFO - Epoch [23][1760/3520] lr: 7.500e-04, eta: 1 day, 3:07:44, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8823, loss_cls: 1.3121, loss: 1.3121, grad_norm: 7.3111 2020-10-11 20:55:13,558 - mmaction - INFO - Epoch [23][1780/3520] lr: 7.500e-04, eta: 1 day, 3:07:24, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.6313, top5_acc: 0.8635, loss_cls: 1.3870, loss: 1.3870, grad_norm: 7.1526 2020-10-11 20:55:33,351 - mmaction - INFO - Epoch [23][1800/3520] lr: 7.500e-04, eta: 1 day, 3:07:04, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8708, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.4101 2020-10-11 20:55:53,915 - mmaction - INFO - Epoch [23][1820/3520] lr: 7.500e-04, eta: 1 day, 3:06:44, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8844, loss_cls: 1.2830, loss: 1.2830, grad_norm: 7.2531 2020-10-11 20:56:14,680 - mmaction - INFO - Epoch [23][1840/3520] lr: 7.500e-04, eta: 1 day, 3:06:25, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8635, loss_cls: 1.4232, loss: 1.4232, grad_norm: 7.3518 2020-10-11 20:56:34,291 - mmaction - INFO - Epoch [23][1860/3520] lr: 7.500e-04, eta: 1 day, 3:06:04, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8708, loss_cls: 1.3855, loss: 1.3855, grad_norm: 7.3645 2020-10-11 20:56:55,402 - mmaction - INFO - Epoch [23][1880/3520] lr: 7.500e-04, eta: 1 day, 3:05:45, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.2670, loss: 1.2670, grad_norm: 6.9985 2020-10-11 20:57:16,169 - mmaction - INFO - Epoch [23][1900/3520] lr: 7.500e-04, eta: 1 day, 3:05:25, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8635, loss_cls: 1.3767, loss: 1.3767, grad_norm: 7.5136 2020-10-11 20:57:35,572 - mmaction - INFO - Epoch [23][1920/3520] lr: 7.500e-04, eta: 1 day, 3:05:04, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8750, loss_cls: 1.3970, loss: 1.3970, grad_norm: 7.5052 2020-10-11 20:57:56,907 - mmaction - INFO - Epoch [23][1940/3520] lr: 7.500e-04, eta: 1 day, 3:04:45, time: 1.065, data_time: 0.004, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8635, loss_cls: 1.3598, loss: 1.3598, grad_norm: 7.4320 2020-10-11 20:58:16,858 - mmaction - INFO - Epoch [23][1960/3520] lr: 7.500e-04, eta: 1 day, 3:04:25, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8667, loss_cls: 1.3796, loss: 1.3796, grad_norm: 7.3546 2020-10-11 20:58:36,521 - mmaction - INFO - Epoch [23][1980/3520] lr: 7.500e-04, eta: 1 day, 3:04:04, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8740, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.4738 2020-10-11 20:58:56,771 - mmaction - INFO - Epoch [23][2000/3520] lr: 7.500e-04, eta: 1 day, 3:03:44, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8573, loss_cls: 1.3650, loss: 1.3650, grad_norm: 7.6936 2020-10-11 20:59:17,373 - mmaction - INFO - Epoch [23][2020/3520] lr: 7.500e-04, eta: 1 day, 3:03:24, time: 1.034, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8729, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.5376 2020-10-11 20:59:37,965 - mmaction - INFO - Epoch [23][2040/3520] lr: 7.500e-04, eta: 1 day, 3:03:05, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8771, loss_cls: 1.3270, loss: 1.3270, grad_norm: 7.1087 2020-10-11 20:59:58,278 - mmaction - INFO - Epoch [23][2060/3520] lr: 7.500e-04, eta: 1 day, 3:02:44, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8594, loss_cls: 1.4011, loss: 1.4011, grad_norm: 7.6741 2020-10-11 21:00:21,122 - mmaction - INFO - Epoch [23][2080/3520] lr: 7.500e-04, eta: 1 day, 3:02:27, time: 1.131, data_time: 0.007, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8615, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.2776 2020-10-11 21:00:41,613 - mmaction - INFO - Epoch [23][2100/3520] lr: 7.500e-04, eta: 1 day, 3:02:08, time: 1.039, data_time: 0.024, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8594, loss_cls: 1.3960, loss: 1.3960, grad_norm: 7.4044 2020-10-11 21:01:01,628 - mmaction - INFO - Epoch [23][2120/3520] lr: 7.500e-04, eta: 1 day, 3:01:47, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8688, loss_cls: 1.3389, loss: 1.3389, grad_norm: 7.3924 2020-10-11 21:01:21,850 - mmaction - INFO - Epoch [23][2140/3520] lr: 7.500e-04, eta: 1 day, 3:01:27, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8719, loss_cls: 1.3868, loss: 1.3868, grad_norm: 7.6118 2020-10-11 21:01:41,705 - mmaction - INFO - Epoch [23][2160/3520] lr: 7.500e-04, eta: 1 day, 3:01:07, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8552, loss_cls: 1.4275, loss: 1.4275, grad_norm: 7.5535 2020-10-11 21:02:01,742 - mmaction - INFO - Epoch [23][2180/3520] lr: 7.500e-04, eta: 1 day, 3:00:46, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8656, loss_cls: 1.3542, loss: 1.3542, grad_norm: 7.5945 2020-10-11 21:02:22,623 - mmaction - INFO - Epoch [23][2200/3520] lr: 7.500e-04, eta: 1 day, 3:00:27, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8792, loss_cls: 1.3149, loss: 1.3149, grad_norm: 7.5514 2020-10-11 21:02:42,311 - mmaction - INFO - Epoch [23][2220/3520] lr: 7.500e-04, eta: 1 day, 3:00:06, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8812, loss_cls: 1.2768, loss: 1.2768, grad_norm: 7.2668 2020-10-11 21:03:02,609 - mmaction - INFO - Epoch [23][2240/3520] lr: 7.500e-04, eta: 1 day, 2:59:46, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8542, loss_cls: 1.4256, loss: 1.4256, grad_norm: 7.5676 2020-10-11 21:03:23,408 - mmaction - INFO - Epoch [23][2260/3520] lr: 7.500e-04, eta: 1 day, 2:59:27, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.6063, top5_acc: 0.8469, loss_cls: 1.5036, loss: 1.5036, grad_norm: 7.4726 2020-10-11 21:03:43,940 - mmaction - INFO - Epoch [23][2280/3520] lr: 7.500e-04, eta: 1 day, 2:59:07, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8646, loss_cls: 1.3893, loss: 1.3893, grad_norm: 7.3212 2020-10-11 21:04:04,373 - mmaction - INFO - Epoch [23][2300/3520] lr: 7.500e-04, eta: 1 day, 2:58:47, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8760, loss_cls: 1.3885, loss: 1.3885, grad_norm: 7.4778 2020-10-11 21:04:24,525 - mmaction - INFO - Epoch [23][2320/3520] lr: 7.500e-04, eta: 1 day, 2:58:27, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5088, loss: 1.5088, grad_norm: 7.4442 2020-10-11 21:04:45,544 - mmaction - INFO - Epoch [23][2340/3520] lr: 7.500e-04, eta: 1 day, 2:58:08, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8833, loss_cls: 1.3417, loss: 1.3417, grad_norm: 7.2377 2020-10-11 21:05:06,184 - mmaction - INFO - Epoch [23][2360/3520] lr: 7.500e-04, eta: 1 day, 2:57:48, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8531, loss_cls: 1.4514, loss: 1.4514, grad_norm: 7.6835 2020-10-11 21:05:28,126 - mmaction - INFO - Epoch [23][2380/3520] lr: 7.500e-04, eta: 1 day, 2:57:30, time: 1.094, data_time: 0.003, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8729, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.2075 2020-10-11 21:05:47,714 - mmaction - INFO - Epoch [23][2400/3520] lr: 7.500e-04, eta: 1 day, 2:57:09, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8813, loss_cls: 1.3057, loss: 1.3057, grad_norm: 7.2763 2020-10-11 21:06:09,633 - mmaction - INFO - Epoch [23][2420/3520] lr: 7.500e-04, eta: 1 day, 2:56:51, time: 1.093, data_time: 0.005, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8542, loss_cls: 1.4321, loss: 1.4321, grad_norm: 7.8203 2020-10-11 21:06:28,876 - mmaction - INFO - Epoch [23][2440/3520] lr: 7.500e-04, eta: 1 day, 2:56:30, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8646, loss_cls: 1.3844, loss: 1.3844, grad_norm: 7.2978 2020-10-11 21:06:49,350 - mmaction - INFO - Epoch [23][2460/3520] lr: 7.500e-04, eta: 1 day, 2:56:10, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8719, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.4186 2020-10-11 21:07:10,719 - mmaction - INFO - Epoch [23][2480/3520] lr: 7.500e-04, eta: 1 day, 2:55:51, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8615, loss_cls: 1.4634, loss: 1.4634, grad_norm: 7.6740 2020-10-11 21:07:30,223 - mmaction - INFO - Epoch [23][2500/3520] lr: 7.500e-04, eta: 1 day, 2:55:30, time: 0.974, data_time: 0.013, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8646, loss_cls: 1.3566, loss: 1.3566, grad_norm: 7.2863 2020-10-11 21:07:50,534 - mmaction - INFO - Epoch [23][2520/3520] lr: 7.500e-04, eta: 1 day, 2:55:10, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8656, loss_cls: 1.4331, loss: 1.4331, grad_norm: 7.5095 2020-10-11 21:08:10,691 - mmaction - INFO - Epoch [23][2540/3520] lr: 7.500e-04, eta: 1 day, 2:54:50, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8583, loss_cls: 1.3652, loss: 1.3652, grad_norm: 7.1121 2020-10-11 21:08:30,343 - mmaction - INFO - Epoch [23][2560/3520] lr: 7.500e-04, eta: 1 day, 2:54:29, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8688, loss_cls: 1.3762, loss: 1.3762, grad_norm: 7.1066 2020-10-11 21:08:50,003 - mmaction - INFO - Epoch [23][2580/3520] lr: 7.500e-04, eta: 1 day, 2:54:08, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8750, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.3479 2020-10-11 21:09:10,191 - mmaction - INFO - Epoch [23][2600/3520] lr: 7.500e-04, eta: 1 day, 2:53:48, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8677, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.4601 2020-10-11 21:09:29,872 - mmaction - INFO - Epoch [23][2620/3520] lr: 7.500e-04, eta: 1 day, 2:53:27, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8688, loss_cls: 1.3816, loss: 1.3816, grad_norm: 7.4796 2020-10-11 21:09:49,669 - mmaction - INFO - Epoch [23][2640/3520] lr: 7.500e-04, eta: 1 day, 2:53:07, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8521, loss_cls: 1.4110, loss: 1.4110, grad_norm: 7.2439 2020-10-11 21:10:09,801 - mmaction - INFO - Epoch [23][2660/3520] lr: 7.500e-04, eta: 1 day, 2:52:46, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8646, loss_cls: 1.3677, loss: 1.3677, grad_norm: 7.2538 2020-10-11 21:10:29,961 - mmaction - INFO - Epoch [23][2680/3520] lr: 7.500e-04, eta: 1 day, 2:52:26, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8667, loss_cls: 1.3669, loss: 1.3669, grad_norm: 7.4302 2020-10-11 21:10:49,701 - mmaction - INFO - Epoch [23][2700/3520] lr: 7.500e-04, eta: 1 day, 2:52:06, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8615, loss_cls: 1.3806, loss: 1.3806, grad_norm: 7.6003 2020-10-11 21:11:09,923 - mmaction - INFO - Epoch [23][2720/3520] lr: 7.500e-04, eta: 1 day, 2:51:45, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8698, loss_cls: 1.4328, loss: 1.4328, grad_norm: 7.5359 2020-10-11 21:11:29,822 - mmaction - INFO - Epoch [23][2740/3520] lr: 7.500e-04, eta: 1 day, 2:51:25, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8677, loss_cls: 1.3857, loss: 1.3857, grad_norm: 7.4759 2020-10-11 21:11:49,580 - mmaction - INFO - Epoch [23][2760/3520] lr: 7.500e-04, eta: 1 day, 2:51:04, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8729, loss_cls: 1.3186, loss: 1.3186, grad_norm: 7.2805 2020-10-11 21:12:09,261 - mmaction - INFO - Epoch [23][2780/3520] lr: 7.500e-04, eta: 1 day, 2:50:43, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8625, loss_cls: 1.4058, loss: 1.4058, grad_norm: 7.4483 2020-10-11 21:12:29,242 - mmaction - INFO - Epoch [23][2800/3520] lr: 7.500e-04, eta: 1 day, 2:50:23, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8573, loss_cls: 1.3778, loss: 1.3778, grad_norm: 7.2912 2020-10-11 21:12:50,036 - mmaction - INFO - Epoch [23][2820/3520] lr: 7.500e-04, eta: 1 day, 2:50:04, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8667, loss_cls: 1.3503, loss: 1.3503, grad_norm: 7.4412 2020-10-11 21:13:09,427 - mmaction - INFO - Epoch [23][2840/3520] lr: 7.500e-04, eta: 1 day, 2:49:42, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8448, loss_cls: 1.4603, loss: 1.4603, grad_norm: 7.5963 2020-10-11 21:13:29,239 - mmaction - INFO - Epoch [23][2860/3520] lr: 7.500e-04, eta: 1 day, 2:49:22, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8708, loss_cls: 1.2857, loss: 1.2857, grad_norm: 7.1774 2020-10-11 21:13:49,088 - mmaction - INFO - Epoch [23][2880/3520] lr: 7.500e-04, eta: 1 day, 2:49:01, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8604, loss_cls: 1.3749, loss: 1.3749, grad_norm: 7.5327 2020-10-11 21:14:09,379 - mmaction - INFO - Epoch [23][2900/3520] lr: 7.500e-04, eta: 1 day, 2:48:41, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8635, loss_cls: 1.3982, loss: 1.3982, grad_norm: 7.3966 2020-10-11 21:14:29,360 - mmaction - INFO - Epoch [23][2920/3520] lr: 7.500e-04, eta: 1 day, 2:48:21, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8583, loss_cls: 1.3677, loss: 1.3677, grad_norm: 7.3026 2020-10-11 21:14:49,624 - mmaction - INFO - Epoch [23][2940/3520] lr: 7.500e-04, eta: 1 day, 2:48:01, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8698, loss_cls: 1.3486, loss: 1.3486, grad_norm: 7.3972 2020-10-11 21:15:09,505 - mmaction - INFO - Epoch [23][2960/3520] lr: 7.500e-04, eta: 1 day, 2:47:40, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8760, loss_cls: 1.2833, loss: 1.2833, grad_norm: 7.1850 2020-10-11 21:15:29,436 - mmaction - INFO - Epoch [23][2980/3520] lr: 7.500e-04, eta: 1 day, 2:47:20, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8729, loss_cls: 1.3687, loss: 1.3687, grad_norm: 7.5373 2020-10-11 21:15:49,070 - mmaction - INFO - Epoch [23][3000/3520] lr: 7.500e-04, eta: 1 day, 2:46:59, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8646, loss_cls: 1.3951, loss: 1.3951, grad_norm: 7.3718 2020-10-11 21:16:09,597 - mmaction - INFO - Epoch [23][3020/3520] lr: 7.500e-04, eta: 1 day, 2:46:39, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8594, loss_cls: 1.3779, loss: 1.3779, grad_norm: 7.6206 2020-10-11 21:16:29,487 - mmaction - INFO - Epoch [23][3040/3520] lr: 7.500e-04, eta: 1 day, 2:46:19, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8781, loss_cls: 1.3219, loss: 1.3219, grad_norm: 7.1989 2020-10-11 21:16:49,857 - mmaction - INFO - Epoch [23][3060/3520] lr: 7.500e-04, eta: 1 day, 2:45:59, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8354, loss_cls: 1.5214, loss: 1.5214, grad_norm: 7.5528 2020-10-11 21:17:09,277 - mmaction - INFO - Epoch [23][3080/3520] lr: 7.500e-04, eta: 1 day, 2:45:38, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8542, loss_cls: 1.3994, loss: 1.3994, grad_norm: 7.6118 2020-10-11 21:17:28,981 - mmaction - INFO - Epoch [23][3100/3520] lr: 7.500e-04, eta: 1 day, 2:45:17, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8521, loss_cls: 1.4611, loss: 1.4611, grad_norm: 7.6509 2020-10-11 21:17:49,102 - mmaction - INFO - Epoch [23][3120/3520] lr: 7.500e-04, eta: 1 day, 2:44:57, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8708, loss_cls: 1.3071, loss: 1.3071, grad_norm: 7.3455 2020-10-11 21:18:09,218 - mmaction - INFO - Epoch [23][3140/3520] lr: 7.500e-04, eta: 1 day, 2:44:36, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8792, loss_cls: 1.3487, loss: 1.3487, grad_norm: 7.5228 2020-10-11 21:18:29,305 - mmaction - INFO - Epoch [23][3160/3520] lr: 7.500e-04, eta: 1 day, 2:44:16, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8812, loss_cls: 1.3988, loss: 1.3988, grad_norm: 7.7756 2020-10-11 21:18:49,161 - mmaction - INFO - Epoch [23][3180/3520] lr: 7.500e-04, eta: 1 day, 2:43:55, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8719, loss_cls: 1.3852, loss: 1.3852, grad_norm: 7.6579 2020-10-11 21:19:09,252 - mmaction - INFO - Epoch [23][3200/3520] lr: 7.500e-04, eta: 1 day, 2:43:35, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8740, loss_cls: 1.3986, loss: 1.3986, grad_norm: 7.6750 2020-10-11 21:19:29,284 - mmaction - INFO - Epoch [23][3220/3520] lr: 7.500e-04, eta: 1 day, 2:43:15, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8656, loss_cls: 1.3938, loss: 1.3938, grad_norm: 7.5970 2020-10-11 21:19:49,111 - mmaction - INFO - Epoch [23][3240/3520] lr: 7.500e-04, eta: 1 day, 2:42:54, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8677, loss_cls: 1.3369, loss: 1.3369, grad_norm: 7.3944 2020-10-11 21:20:09,112 - mmaction - INFO - Epoch [23][3260/3520] lr: 7.500e-04, eta: 1 day, 2:42:34, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8667, loss_cls: 1.3462, loss: 1.3462, grad_norm: 7.2499 2020-10-11 21:20:28,820 - mmaction - INFO - Epoch [23][3280/3520] lr: 7.500e-04, eta: 1 day, 2:42:13, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.4296, loss: 1.4296, grad_norm: 7.5772 2020-10-11 21:20:48,585 - mmaction - INFO - Epoch [23][3300/3520] lr: 7.500e-04, eta: 1 day, 2:41:52, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8667, loss_cls: 1.3649, loss: 1.3649, grad_norm: 7.3554 2020-10-11 21:21:09,286 - mmaction - INFO - Epoch [23][3320/3520] lr: 7.500e-04, eta: 1 day, 2:41:33, time: 1.032, data_time: 0.004, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8792, loss_cls: 1.2884, loss: 1.2884, grad_norm: 7.2928 2020-10-11 21:21:29,008 - mmaction - INFO - Epoch [23][3340/3520] lr: 7.500e-04, eta: 1 day, 2:41:12, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8719, loss_cls: 1.3368, loss: 1.3368, grad_norm: 7.5357 2020-10-11 21:21:48,900 - mmaction - INFO - Epoch [23][3360/3520] lr: 7.500e-04, eta: 1 day, 2:40:52, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8792, loss_cls: 1.3399, loss: 1.3399, grad_norm: 7.6223 2020-10-11 21:22:08,730 - mmaction - INFO - Epoch [23][3380/3520] lr: 7.500e-04, eta: 1 day, 2:40:31, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8708, loss_cls: 1.3375, loss: 1.3375, grad_norm: 7.3703 2020-10-11 21:22:29,013 - mmaction - INFO - Epoch [23][3400/3520] lr: 7.500e-04, eta: 1 day, 2:40:11, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3733, loss: 1.3733, grad_norm: 7.5785 2020-10-11 21:22:48,811 - mmaction - INFO - Epoch [23][3420/3520] lr: 7.500e-04, eta: 1 day, 2:39:50, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8563, loss_cls: 1.4106, loss: 1.4106, grad_norm: 7.5876 2020-10-11 21:23:09,264 - mmaction - INFO - Epoch [23][3440/3520] lr: 7.500e-04, eta: 1 day, 2:39:31, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8667, loss_cls: 1.3578, loss: 1.3578, grad_norm: 7.7633 2020-10-11 21:23:29,071 - mmaction - INFO - Epoch [23][3460/3520] lr: 7.500e-04, eta: 1 day, 2:39:10, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8792, loss_cls: 1.3284, loss: 1.3284, grad_norm: 7.6313 2020-10-11 21:23:49,297 - mmaction - INFO - Epoch [23][3480/3520] lr: 7.500e-04, eta: 1 day, 2:38:50, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.6187, top5_acc: 0.8542, loss_cls: 1.3973, loss: 1.3973, grad_norm: 7.5775 2020-10-11 21:24:09,392 - mmaction - INFO - Epoch [23][3500/3520] lr: 7.500e-04, eta: 1 day, 2:38:29, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8479, loss_cls: 1.4162, loss: 1.4162, grad_norm: 7.3207 2020-10-11 21:24:28,321 - mmaction - INFO - Epoch [23][3520/3520] lr: 7.500e-04, eta: 1 day, 2:38:08, time: 0.950, data_time: 0.007, memory: 10390, top1_acc: 0.6283, top5_acc: 0.8685, loss_cls: 1.3808, loss: 1.3808, grad_norm: 7.6365 2020-10-11 21:24:28,625 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-10-11 21:25:04,036 - mmaction - INFO - Epoch [24][20/3520] lr: 7.500e-04, eta: 1 day, 2:38:05, time: 1.741, data_time: 0.750, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8875, loss_cls: 1.3422, loss: 1.3422, grad_norm: 7.4440 2020-10-11 21:25:23,348 - mmaction - INFO - Epoch [24][40/3520] lr: 7.500e-04, eta: 1 day, 2:37:44, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8740, loss_cls: 1.3652, loss: 1.3652, grad_norm: 7.2916 2020-10-11 21:25:42,461 - mmaction - INFO - Epoch [24][60/3520] lr: 7.500e-04, eta: 1 day, 2:37:22, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8792, loss_cls: 1.2919, loss: 1.2919, grad_norm: 7.2758 2020-10-11 21:26:02,728 - mmaction - INFO - Epoch [24][80/3520] lr: 7.500e-04, eta: 1 day, 2:37:02, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8698, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.2194 2020-10-11 21:26:22,832 - mmaction - INFO - Epoch [24][100/3520] lr: 7.500e-04, eta: 1 day, 2:36:42, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8687, loss_cls: 1.3366, loss: 1.3366, grad_norm: 7.2958 2020-10-11 21:26:44,157 - mmaction - INFO - Epoch [24][120/3520] lr: 7.500e-04, eta: 1 day, 2:36:23, time: 1.066, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8750, loss_cls: 1.3053, loss: 1.3053, grad_norm: 7.3611 2020-10-11 21:27:04,046 - mmaction - INFO - Epoch [24][140/3520] lr: 7.500e-04, eta: 1 day, 2:36:03, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8396, loss_cls: 1.4593, loss: 1.4593, grad_norm: 7.8451 2020-10-11 21:27:24,325 - mmaction - INFO - Epoch [24][160/3520] lr: 7.500e-04, eta: 1 day, 2:35:42, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8677, loss_cls: 1.3631, loss: 1.3631, grad_norm: 7.6394 2020-10-11 21:27:46,012 - mmaction - INFO - Epoch [24][180/3520] lr: 7.500e-04, eta: 1 day, 2:35:24, time: 1.085, data_time: 0.002, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8813, loss_cls: 1.3355, loss: 1.3355, grad_norm: 7.4753 2020-10-11 21:28:06,050 - mmaction - INFO - Epoch [24][200/3520] lr: 7.500e-04, eta: 1 day, 2:35:04, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8625, loss_cls: 1.3980, loss: 1.3980, grad_norm: 7.6536 2020-10-11 21:28:26,902 - mmaction - INFO - Epoch [24][220/3520] lr: 7.500e-04, eta: 1 day, 2:34:44, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8687, loss_cls: 1.3390, loss: 1.3390, grad_norm: 7.6369 2020-10-11 21:28:47,008 - mmaction - INFO - Epoch [24][240/3520] lr: 7.500e-04, eta: 1 day, 2:34:24, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6187, top5_acc: 0.8688, loss_cls: 1.3890, loss: 1.3890, grad_norm: 7.5785 2020-10-11 21:29:08,556 - mmaction - INFO - Epoch [24][260/3520] lr: 7.500e-04, eta: 1 day, 2:34:05, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8781, loss_cls: 1.3047, loss: 1.3047, grad_norm: 7.4624 2020-10-11 21:29:27,996 - mmaction - INFO - Epoch [24][280/3520] lr: 7.500e-04, eta: 1 day, 2:33:44, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8698, loss_cls: 1.3395, loss: 1.3395, grad_norm: 7.5133 2020-10-11 21:29:48,189 - mmaction - INFO - Epoch [24][300/3520] lr: 7.500e-04, eta: 1 day, 2:33:24, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8521, loss_cls: 1.4163, loss: 1.4163, grad_norm: 7.7656 2020-10-11 21:30:09,989 - mmaction - INFO - Epoch [24][320/3520] lr: 7.500e-04, eta: 1 day, 2:33:06, time: 1.088, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.3917, loss: 1.3917, grad_norm: 7.5258 2020-10-11 21:30:30,491 - mmaction - INFO - Epoch [24][340/3520] lr: 7.500e-04, eta: 1 day, 2:32:46, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8927, loss_cls: 1.2698, loss: 1.2698, grad_norm: 7.5963 2020-10-11 21:30:51,879 - mmaction - INFO - Epoch [24][360/3520] lr: 7.500e-04, eta: 1 day, 2:32:27, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8865, loss_cls: 1.2663, loss: 1.2663, grad_norm: 7.4059 2020-10-11 21:31:14,175 - mmaction - INFO - Epoch [24][380/3520] lr: 7.500e-04, eta: 1 day, 2:32:10, time: 1.112, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8667, loss_cls: 1.2673, loss: 1.2673, grad_norm: 7.2802 2020-10-11 21:31:34,281 - mmaction - INFO - Epoch [24][400/3520] lr: 7.500e-04, eta: 1 day, 2:31:49, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8896, loss_cls: 1.3325, loss: 1.3325, grad_norm: 7.4426 2020-10-11 21:31:54,702 - mmaction - INFO - Epoch [24][420/3520] lr: 7.500e-04, eta: 1 day, 2:31:29, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8667, loss_cls: 1.3309, loss: 1.3309, grad_norm: 7.5053 2020-10-11 21:32:14,911 - mmaction - INFO - Epoch [24][440/3520] lr: 7.500e-04, eta: 1 day, 2:31:09, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8646, loss_cls: 1.3263, loss: 1.3263, grad_norm: 7.4677 2020-10-11 21:32:36,039 - mmaction - INFO - Epoch [24][460/3520] lr: 7.500e-04, eta: 1 day, 2:30:50, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8562, loss_cls: 1.4066, loss: 1.4066, grad_norm: 7.6217 2020-10-11 21:32:57,445 - mmaction - INFO - Epoch [24][480/3520] lr: 7.500e-04, eta: 1 day, 2:30:31, time: 1.068, data_time: 0.005, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8896, loss_cls: 1.2480, loss: 1.2480, grad_norm: 7.3357 2020-10-11 21:33:16,756 - mmaction - INFO - Epoch [24][500/3520] lr: 7.500e-04, eta: 1 day, 2:30:10, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8719, loss_cls: 1.3316, loss: 1.3316, grad_norm: 7.6908 2020-10-11 21:33:37,084 - mmaction - INFO - Epoch [24][520/3520] lr: 7.500e-04, eta: 1 day, 2:29:50, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8677, loss_cls: 1.3240, loss: 1.3240, grad_norm: 7.5093 2020-10-11 21:33:57,519 - mmaction - INFO - Epoch [24][540/3520] lr: 7.500e-04, eta: 1 day, 2:29:30, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8615, loss_cls: 1.3735, loss: 1.3735, grad_norm: 7.4738 2020-10-11 21:34:18,252 - mmaction - INFO - Epoch [24][560/3520] lr: 7.500e-04, eta: 1 day, 2:29:11, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8583, loss_cls: 1.4137, loss: 1.4137, grad_norm: 7.7183 2020-10-11 21:34:38,441 - mmaction - INFO - Epoch [24][580/3520] lr: 7.500e-04, eta: 1 day, 2:28:51, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8823, loss_cls: 1.2996, loss: 1.2996, grad_norm: 7.7708 2020-10-11 21:34:59,760 - mmaction - INFO - Epoch [24][600/3520] lr: 7.500e-04, eta: 1 day, 2:28:32, time: 1.066, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8740, loss_cls: 1.2337, loss: 1.2337, grad_norm: 7.1726 2020-10-11 21:35:19,417 - mmaction - INFO - Epoch [24][620/3520] lr: 7.500e-04, eta: 1 day, 2:28:11, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8615, loss_cls: 1.3922, loss: 1.3922, grad_norm: 7.6092 2020-10-11 21:35:40,000 - mmaction - INFO - Epoch [24][640/3520] lr: 7.500e-04, eta: 1 day, 2:27:51, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8604, loss_cls: 1.3746, loss: 1.3746, grad_norm: 7.4020 2020-10-11 21:36:00,139 - mmaction - INFO - Epoch [24][660/3520] lr: 7.500e-04, eta: 1 day, 2:27:31, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8458, loss_cls: 1.4696, loss: 1.4696, grad_norm: 8.0463 2020-10-11 21:36:20,394 - mmaction - INFO - Epoch [24][680/3520] lr: 7.500e-04, eta: 1 day, 2:27:11, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8792, loss_cls: 1.3779, loss: 1.3779, grad_norm: 7.6430 2020-10-11 21:36:41,384 - mmaction - INFO - Epoch [24][700/3520] lr: 7.500e-04, eta: 1 day, 2:26:52, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8719, loss_cls: 1.3677, loss: 1.3677, grad_norm: 7.4878 2020-10-11 21:37:02,295 - mmaction - INFO - Epoch [24][720/3520] lr: 7.500e-04, eta: 1 day, 2:26:32, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8687, loss_cls: 1.3129, loss: 1.3129, grad_norm: 7.4816 2020-10-11 21:37:22,097 - mmaction - INFO - Epoch [24][740/3520] lr: 7.500e-04, eta: 1 day, 2:26:12, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8677, loss_cls: 1.3818, loss: 1.3818, grad_norm: 7.4268 2020-10-11 21:37:42,768 - mmaction - INFO - Epoch [24][760/3520] lr: 7.500e-04, eta: 1 day, 2:25:52, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8875, loss_cls: 1.2521, loss: 1.2521, grad_norm: 7.3968 2020-10-11 21:38:02,928 - mmaction - INFO - Epoch [24][780/3520] lr: 7.500e-04, eta: 1 day, 2:25:32, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8802, loss_cls: 1.2928, loss: 1.2928, grad_norm: 7.5864 2020-10-11 21:38:23,531 - mmaction - INFO - Epoch [24][800/3520] lr: 7.500e-04, eta: 1 day, 2:25:12, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8500, loss_cls: 1.4630, loss: 1.4630, grad_norm: 7.7857 2020-10-11 21:38:45,813 - mmaction - INFO - Epoch [24][820/3520] lr: 7.500e-04, eta: 1 day, 2:24:54, time: 1.114, data_time: 0.002, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8719, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.6571 2020-10-11 21:39:06,307 - mmaction - INFO - Epoch [24][840/3520] lr: 7.500e-04, eta: 1 day, 2:24:34, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8677, loss_cls: 1.3124, loss: 1.3124, grad_norm: 7.3602 2020-10-11 21:39:27,377 - mmaction - INFO - Epoch [24][860/3520] lr: 7.500e-04, eta: 1 day, 2:24:15, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.6063, top5_acc: 0.8490, loss_cls: 1.4932, loss: 1.4932, grad_norm: 7.7209 2020-10-11 21:39:47,339 - mmaction - INFO - Epoch [24][880/3520] lr: 7.500e-04, eta: 1 day, 2:23:55, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3238, loss: 1.3238, grad_norm: 7.5364 2020-10-11 21:40:08,052 - mmaction - INFO - Epoch [24][900/3520] lr: 7.500e-04, eta: 1 day, 2:23:35, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3303, loss: 1.3303, grad_norm: 7.4018 2020-10-11 21:40:27,862 - mmaction - INFO - Epoch [24][920/3520] lr: 7.500e-04, eta: 1 day, 2:23:15, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8698, loss_cls: 1.3105, loss: 1.3105, grad_norm: 7.3807 2020-10-11 21:40:49,053 - mmaction - INFO - Epoch [24][940/3520] lr: 7.500e-04, eta: 1 day, 2:22:56, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8833, loss_cls: 1.2998, loss: 1.2998, grad_norm: 7.1650 2020-10-11 21:41:09,526 - mmaction - INFO - Epoch [24][960/3520] lr: 7.500e-04, eta: 1 day, 2:22:36, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8615, loss_cls: 1.3924, loss: 1.3924, grad_norm: 7.5570 2020-10-11 21:41:29,903 - mmaction - INFO - Epoch [24][980/3520] lr: 7.500e-04, eta: 1 day, 2:22:16, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8719, loss_cls: 1.3271, loss: 1.3271, grad_norm: 7.6197 2020-10-11 21:41:51,072 - mmaction - INFO - Epoch [24][1000/3520] lr: 7.500e-04, eta: 1 day, 2:21:57, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8677, loss_cls: 1.3354, loss: 1.3354, grad_norm: 7.3158 2020-10-11 21:42:11,492 - mmaction - INFO - Epoch [24][1020/3520] lr: 7.500e-04, eta: 1 day, 2:21:37, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8812, loss_cls: 1.3084, loss: 1.3084, grad_norm: 7.6558 2020-10-11 21:42:32,477 - mmaction - INFO - Epoch [24][1040/3520] lr: 7.500e-04, eta: 1 day, 2:21:18, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8542, loss_cls: 1.3928, loss: 1.3928, grad_norm: 7.6643 2020-10-11 21:42:53,998 - mmaction - INFO - Epoch [24][1060/3520] lr: 7.500e-04, eta: 1 day, 2:20:59, time: 1.074, data_time: 0.007, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8760, loss_cls: 1.3094, loss: 1.3094, grad_norm: 7.5128 2020-10-11 21:43:14,940 - mmaction - INFO - Epoch [24][1080/3520] lr: 7.500e-04, eta: 1 day, 2:20:40, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8740, loss_cls: 1.3562, loss: 1.3562, grad_norm: 7.4422 2020-10-11 21:43:35,066 - mmaction - INFO - Epoch [24][1100/3520] lr: 7.500e-04, eta: 1 day, 2:20:19, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8500, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.6397 2020-10-11 21:43:54,939 - mmaction - INFO - Epoch [24][1120/3520] lr: 7.500e-04, eta: 1 day, 2:19:59, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6167, top5_acc: 0.8427, loss_cls: 1.4599, loss: 1.4599, grad_norm: 7.8025 2020-10-11 21:44:15,344 - mmaction - INFO - Epoch [24][1140/3520] lr: 7.500e-04, eta: 1 day, 2:19:39, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8698, loss_cls: 1.3739, loss: 1.3739, grad_norm: 7.6461 2020-10-11 21:44:35,299 - mmaction - INFO - Epoch [24][1160/3520] lr: 7.500e-04, eta: 1 day, 2:19:18, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8719, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.3659 2020-10-11 21:44:55,256 - mmaction - INFO - Epoch [24][1180/3520] lr: 7.500e-04, eta: 1 day, 2:18:58, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8625, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.5196 2020-10-11 21:45:15,207 - mmaction - INFO - Epoch [24][1200/3520] lr: 7.500e-04, eta: 1 day, 2:18:37, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8771, loss_cls: 1.2695, loss: 1.2695, grad_norm: 7.1491 2020-10-11 21:45:35,269 - mmaction - INFO - Epoch [24][1220/3520] lr: 7.500e-04, eta: 1 day, 2:18:17, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8813, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.8081 2020-10-11 21:45:55,742 - mmaction - INFO - Epoch [24][1240/3520] lr: 7.500e-04, eta: 1 day, 2:17:57, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8781, loss_cls: 1.3237, loss: 1.3237, grad_norm: 7.4995 2020-10-11 21:46:15,608 - mmaction - INFO - Epoch [24][1260/3520] lr: 7.500e-04, eta: 1 day, 2:17:37, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8552, loss_cls: 1.4039, loss: 1.4039, grad_norm: 7.6764 2020-10-11 21:46:35,861 - mmaction - INFO - Epoch [24][1280/3520] lr: 7.500e-04, eta: 1 day, 2:17:17, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8875, loss_cls: 1.2941, loss: 1.2941, grad_norm: 7.6125 2020-10-11 21:46:55,919 - mmaction - INFO - Epoch [24][1300/3520] lr: 7.500e-04, eta: 1 day, 2:16:56, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8771, loss_cls: 1.2762, loss: 1.2762, grad_norm: 7.3281 2020-10-11 21:47:16,564 - mmaction - INFO - Epoch [24][1320/3520] lr: 7.500e-04, eta: 1 day, 2:16:37, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8615, loss_cls: 1.3802, loss: 1.3802, grad_norm: 7.4843 2020-10-11 21:47:36,486 - mmaction - INFO - Epoch [24][1340/3520] lr: 7.500e-04, eta: 1 day, 2:16:16, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8573, loss_cls: 1.3591, loss: 1.3591, grad_norm: 7.3298 2020-10-11 21:47:57,602 - mmaction - INFO - Epoch [24][1360/3520] lr: 7.500e-04, eta: 1 day, 2:15:57, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8781, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.6429 2020-10-11 21:48:17,968 - mmaction - INFO - Epoch [24][1380/3520] lr: 7.500e-04, eta: 1 day, 2:15:37, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8719, loss_cls: 1.3482, loss: 1.3482, grad_norm: 7.6102 2020-10-11 21:48:37,902 - mmaction - INFO - Epoch [24][1400/3520] lr: 7.500e-04, eta: 1 day, 2:15:17, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8656, loss_cls: 1.3803, loss: 1.3803, grad_norm: 7.8828 2020-10-11 21:48:57,965 - mmaction - INFO - Epoch [24][1420/3520] lr: 7.500e-04, eta: 1 day, 2:14:56, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8677, loss_cls: 1.3171, loss: 1.3171, grad_norm: 7.7272 2020-10-11 21:49:18,232 - mmaction - INFO - Epoch [24][1440/3520] lr: 7.500e-04, eta: 1 day, 2:14:36, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8802, loss_cls: 1.2946, loss: 1.2946, grad_norm: 7.5278 2020-10-11 21:49:39,138 - mmaction - INFO - Epoch [24][1460/3520] lr: 7.500e-04, eta: 1 day, 2:14:17, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8719, loss_cls: 1.3531, loss: 1.3531, grad_norm: 8.0053 2020-10-11 21:50:00,126 - mmaction - INFO - Epoch [24][1480/3520] lr: 7.500e-04, eta: 1 day, 2:13:57, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3687, loss: 1.3687, grad_norm: 7.7335 2020-10-11 21:50:19,850 - mmaction - INFO - Epoch [24][1500/3520] lr: 7.500e-04, eta: 1 day, 2:13:37, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8729, loss_cls: 1.3413, loss: 1.3413, grad_norm: 7.6988 2020-10-11 21:50:41,428 - mmaction - INFO - Epoch [24][1520/3520] lr: 7.500e-04, eta: 1 day, 2:13:18, time: 1.078, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8729, loss_cls: 1.3692, loss: 1.3692, grad_norm: 7.7640 2020-10-11 21:51:01,869 - mmaction - INFO - Epoch [24][1540/3520] lr: 7.500e-04, eta: 1 day, 2:12:58, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.3070, loss: 1.3070, grad_norm: 7.4638 2020-10-11 21:51:23,477 - mmaction - INFO - Epoch [24][1560/3520] lr: 7.500e-04, eta: 1 day, 2:12:40, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8594, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.3066 2020-10-11 21:51:43,153 - mmaction - INFO - Epoch [24][1580/3520] lr: 7.500e-04, eta: 1 day, 2:12:19, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8677, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.8119 2020-10-11 21:52:03,674 - mmaction - INFO - Epoch [24][1600/3520] lr: 7.500e-04, eta: 1 day, 2:11:59, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8865, loss_cls: 1.2933, loss: 1.2933, grad_norm: 7.4026 2020-10-11 21:52:23,504 - mmaction - INFO - Epoch [24][1620/3520] lr: 7.500e-04, eta: 1 day, 2:11:38, time: 0.996, data_time: 0.008, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8594, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.9199 2020-10-11 21:52:43,976 - mmaction - INFO - Epoch [24][1640/3520] lr: 7.500e-04, eta: 1 day, 2:11:19, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8865, loss_cls: 1.2907, loss: 1.2907, grad_norm: 7.5788 2020-10-11 21:53:04,266 - mmaction - INFO - Epoch [24][1660/3520] lr: 7.500e-04, eta: 1 day, 2:10:59, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8771, loss_cls: 1.3469, loss: 1.3469, grad_norm: 7.9429 2020-10-11 21:53:25,586 - mmaction - INFO - Epoch [24][1680/3520] lr: 7.500e-04, eta: 1 day, 2:10:40, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8823, loss_cls: 1.2696, loss: 1.2696, grad_norm: 7.4779 2020-10-11 21:53:46,543 - mmaction - INFO - Epoch [24][1700/3520] lr: 7.500e-04, eta: 1 day, 2:10:20, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8687, loss_cls: 1.3563, loss: 1.3563, grad_norm: 7.4991 2020-10-11 21:54:07,563 - mmaction - INFO - Epoch [24][1720/3520] lr: 7.500e-04, eta: 1 day, 2:10:01, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8625, loss_cls: 1.3815, loss: 1.3815, grad_norm: 7.6855 2020-10-11 21:54:27,413 - mmaction - INFO - Epoch [24][1740/3520] lr: 7.500e-04, eta: 1 day, 2:09:40, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8656, loss_cls: 1.3446, loss: 1.3446, grad_norm: 7.5020 2020-10-11 21:54:48,709 - mmaction - INFO - Epoch [24][1760/3520] lr: 7.500e-04, eta: 1 day, 2:09:21, time: 1.064, data_time: 0.003, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8771, loss_cls: 1.3429, loss: 1.3429, grad_norm: 7.4229 2020-10-11 21:55:09,983 - mmaction - INFO - Epoch [24][1780/3520] lr: 7.500e-04, eta: 1 day, 2:09:03, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8854, loss_cls: 1.3477, loss: 1.3477, grad_norm: 7.5750 2020-10-11 21:55:30,482 - mmaction - INFO - Epoch [24][1800/3520] lr: 7.500e-04, eta: 1 day, 2:08:43, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8708, loss_cls: 1.3265, loss: 1.3265, grad_norm: 7.5620 2020-10-11 21:55:51,162 - mmaction - INFO - Epoch [24][1820/3520] lr: 7.500e-04, eta: 1 day, 2:08:23, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8781, loss_cls: 1.3217, loss: 1.3217, grad_norm: 7.5586 2020-10-11 21:56:11,236 - mmaction - INFO - Epoch [24][1840/3520] lr: 7.500e-04, eta: 1 day, 2:08:03, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8854, loss_cls: 1.3263, loss: 1.3263, grad_norm: 7.8324 2020-10-11 21:56:31,349 - mmaction - INFO - Epoch [24][1860/3520] lr: 7.500e-04, eta: 1 day, 2:07:42, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8708, loss_cls: 1.3801, loss: 1.3801, grad_norm: 7.6888 2020-10-11 21:56:51,399 - mmaction - INFO - Epoch [24][1880/3520] lr: 7.500e-04, eta: 1 day, 2:07:22, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8698, loss_cls: 1.3625, loss: 1.3625, grad_norm: 7.7152 2020-10-11 21:57:11,992 - mmaction - INFO - Epoch [24][1900/3520] lr: 7.500e-04, eta: 1 day, 2:07:02, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8698, loss_cls: 1.3553, loss: 1.3553, grad_norm: 7.6886 2020-10-11 21:57:32,888 - mmaction - INFO - Epoch [24][1920/3520] lr: 7.500e-04, eta: 1 day, 2:06:43, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8573, loss_cls: 1.3981, loss: 1.3981, grad_norm: 7.8686 2020-10-11 21:57:53,895 - mmaction - INFO - Epoch [24][1940/3520] lr: 7.500e-04, eta: 1 day, 2:06:24, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8771, loss_cls: 1.2643, loss: 1.2643, grad_norm: 7.1780 2020-10-11 21:58:13,597 - mmaction - INFO - Epoch [24][1960/3520] lr: 7.500e-04, eta: 1 day, 2:06:03, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8813, loss_cls: 1.2941, loss: 1.2941, grad_norm: 7.3349 2020-10-11 21:58:35,551 - mmaction - INFO - Epoch [24][1980/3520] lr: 7.500e-04, eta: 1 day, 2:05:45, time: 1.096, data_time: 0.004, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8677, loss_cls: 1.3904, loss: 1.3904, grad_norm: 7.8291 2020-10-11 21:58:55,717 - mmaction - INFO - Epoch [24][2000/3520] lr: 7.500e-04, eta: 1 day, 2:05:25, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8708, loss_cls: 1.3022, loss: 1.3022, grad_norm: 7.5596 2020-10-11 21:59:17,113 - mmaction - INFO - Epoch [24][2020/3520] lr: 7.500e-04, eta: 1 day, 2:05:06, time: 1.069, data_time: 0.004, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3439, loss: 1.3439, grad_norm: 7.4484 2020-10-11 21:59:37,277 - mmaction - INFO - Epoch [24][2040/3520] lr: 7.500e-04, eta: 1 day, 2:04:46, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8875, loss_cls: 1.2401, loss: 1.2401, grad_norm: 7.5849 2020-10-11 21:59:57,529 - mmaction - INFO - Epoch [24][2060/3520] lr: 7.500e-04, eta: 1 day, 2:04:25, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3696, loss: 1.3696, grad_norm: 7.5336 2020-10-11 22:00:19,878 - mmaction - INFO - Epoch [24][2080/3520] lr: 7.500e-04, eta: 1 day, 2:04:08, time: 1.116, data_time: 0.005, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8521, loss_cls: 1.3856, loss: 1.3856, grad_norm: 7.7689 2020-10-11 22:00:39,592 - mmaction - INFO - Epoch [24][2100/3520] lr: 7.500e-04, eta: 1 day, 2:03:47, time: 0.989, data_time: 0.014, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8927, loss_cls: 1.2508, loss: 1.2508, grad_norm: 7.4461 2020-10-11 22:01:00,942 - mmaction - INFO - Epoch [24][2120/3520] lr: 7.500e-04, eta: 1 day, 2:03:28, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8688, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.5386 2020-10-11 22:01:21,392 - mmaction - INFO - Epoch [24][2140/3520] lr: 7.500e-04, eta: 1 day, 2:03:08, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8729, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.6673 2020-10-11 22:01:42,495 - mmaction - INFO - Epoch [24][2160/3520] lr: 7.500e-04, eta: 1 day, 2:02:49, time: 1.055, data_time: 0.003, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8740, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.7127 2020-10-11 22:02:03,516 - mmaction - INFO - Epoch [24][2180/3520] lr: 7.500e-04, eta: 1 day, 2:02:30, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8677, loss_cls: 1.3480, loss: 1.3480, grad_norm: 7.7392 2020-10-11 22:02:23,378 - mmaction - INFO - Epoch [24][2200/3520] lr: 7.500e-04, eta: 1 day, 2:02:09, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8719, loss_cls: 1.3013, loss: 1.3013, grad_norm: 7.7399 2020-10-11 22:02:43,643 - mmaction - INFO - Epoch [24][2220/3520] lr: 7.500e-04, eta: 1 day, 2:01:49, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8625, loss_cls: 1.3881, loss: 1.3881, grad_norm: 7.9101 2020-10-11 22:03:03,664 - mmaction - INFO - Epoch [24][2240/3520] lr: 7.500e-04, eta: 1 day, 2:01:29, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8677, loss_cls: 1.3181, loss: 1.3181, grad_norm: 7.4333 2020-10-11 22:03:24,878 - mmaction - INFO - Epoch [24][2260/3520] lr: 7.500e-04, eta: 1 day, 2:01:09, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8656, loss_cls: 1.4168, loss: 1.4168, grad_norm: 7.7721 2020-10-11 22:03:45,355 - mmaction - INFO - Epoch [24][2280/3520] lr: 7.500e-04, eta: 1 day, 2:00:50, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8615, loss_cls: 1.3783, loss: 1.3783, grad_norm: 7.9939 2020-10-11 22:04:05,527 - mmaction - INFO - Epoch [24][2300/3520] lr: 7.500e-04, eta: 1 day, 2:00:29, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8594, loss_cls: 1.3183, loss: 1.3183, grad_norm: 7.4376 2020-10-11 22:04:25,640 - mmaction - INFO - Epoch [24][2320/3520] lr: 7.500e-04, eta: 1 day, 2:00:09, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8510, loss_cls: 1.4037, loss: 1.4037, grad_norm: 7.5923 2020-10-11 22:04:46,122 - mmaction - INFO - Epoch [24][2340/3520] lr: 7.500e-04, eta: 1 day, 1:59:49, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8854, loss_cls: 1.3123, loss: 1.3123, grad_norm: 7.6233 2020-10-11 22:05:06,934 - mmaction - INFO - Epoch [24][2360/3520] lr: 7.500e-04, eta: 1 day, 1:59:30, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8594, loss_cls: 1.4121, loss: 1.4121, grad_norm: 7.8678 2020-10-11 22:05:28,005 - mmaction - INFO - Epoch [24][2380/3520] lr: 7.500e-04, eta: 1 day, 1:59:11, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3725, loss: 1.3725, grad_norm: 7.5819 2020-10-11 22:05:49,118 - mmaction - INFO - Epoch [24][2400/3520] lr: 7.500e-04, eta: 1 day, 1:58:51, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8792, loss_cls: 1.2531, loss: 1.2531, grad_norm: 7.5030 2020-10-11 22:06:10,106 - mmaction - INFO - Epoch [24][2420/3520] lr: 7.500e-04, eta: 1 day, 1:58:32, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8771, loss_cls: 1.3121, loss: 1.3121, grad_norm: 7.7958 2020-10-11 22:06:29,517 - mmaction - INFO - Epoch [24][2440/3520] lr: 7.500e-04, eta: 1 day, 1:58:11, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8448, loss_cls: 1.4024, loss: 1.4024, grad_norm: 7.6384 2020-10-11 22:06:50,581 - mmaction - INFO - Epoch [24][2460/3520] lr: 7.500e-04, eta: 1 day, 1:57:52, time: 1.053, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8771, loss_cls: 1.2899, loss: 1.2899, grad_norm: 7.5720 2020-10-11 22:07:10,685 - mmaction - INFO - Epoch [24][2480/3520] lr: 7.500e-04, eta: 1 day, 1:57:32, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8781, loss_cls: 1.2817, loss: 1.2817, grad_norm: 7.6018 2020-10-11 22:07:30,863 - mmaction - INFO - Epoch [24][2500/3520] lr: 7.500e-04, eta: 1 day, 1:57:11, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8667, loss_cls: 1.4070, loss: 1.4070, grad_norm: 7.6163 2020-10-11 22:07:51,903 - mmaction - INFO - Epoch [24][2520/3520] lr: 7.500e-04, eta: 1 day, 1:56:52, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8688, loss_cls: 1.3502, loss: 1.3502, grad_norm: 7.6234 2020-10-11 22:08:11,674 - mmaction - INFO - Epoch [24][2540/3520] lr: 7.500e-04, eta: 1 day, 1:56:31, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8646, loss_cls: 1.3723, loss: 1.3723, grad_norm: 7.4783 2020-10-11 22:08:31,692 - mmaction - INFO - Epoch [24][2560/3520] lr: 7.500e-04, eta: 1 day, 1:56:11, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8677, loss_cls: 1.4191, loss: 1.4191, grad_norm: 7.8868 2020-10-11 22:08:51,759 - mmaction - INFO - Epoch [24][2580/3520] lr: 7.500e-04, eta: 1 day, 1:55:51, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8552, loss_cls: 1.4095, loss: 1.4095, grad_norm: 7.9187 2020-10-11 22:09:12,057 - mmaction - INFO - Epoch [24][2600/3520] lr: 7.500e-04, eta: 1 day, 1:55:31, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8708, loss_cls: 1.3157, loss: 1.3157, grad_norm: 7.6387 2020-10-11 22:09:32,328 - mmaction - INFO - Epoch [24][2620/3520] lr: 7.500e-04, eta: 1 day, 1:55:10, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8750, loss_cls: 1.3336, loss: 1.3336, grad_norm: 7.7164 2020-10-11 22:09:53,116 - mmaction - INFO - Epoch [24][2640/3520] lr: 7.500e-04, eta: 1 day, 1:54:51, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8896, loss_cls: 1.3193, loss: 1.3193, grad_norm: 7.6407 2020-10-11 22:10:14,459 - mmaction - INFO - Epoch [24][2660/3520] lr: 7.500e-04, eta: 1 day, 1:54:32, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8719, loss_cls: 1.3032, loss: 1.3032, grad_norm: 7.5676 2020-10-11 22:10:35,350 - mmaction - INFO - Epoch [24][2680/3520] lr: 7.500e-04, eta: 1 day, 1:54:13, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8802, loss_cls: 1.2976, loss: 1.2976, grad_norm: 7.5291 2020-10-11 22:10:55,799 - mmaction - INFO - Epoch [24][2700/3520] lr: 7.500e-04, eta: 1 day, 1:53:53, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8688, loss_cls: 1.4021, loss: 1.4021, grad_norm: 7.8588 2020-10-11 22:11:15,761 - mmaction - INFO - Epoch [24][2720/3520] lr: 7.500e-04, eta: 1 day, 1:53:32, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8781, loss_cls: 1.3036, loss: 1.3036, grad_norm: 7.7741 2020-10-11 22:11:37,251 - mmaction - INFO - Epoch [24][2740/3520] lr: 7.500e-04, eta: 1 day, 1:53:13, time: 1.071, data_time: 0.002, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8854, loss_cls: 1.2989, loss: 1.2989, grad_norm: 7.7192 2020-10-11 22:11:58,916 - mmaction - INFO - Epoch [24][2760/3520] lr: 7.500e-04, eta: 1 day, 1:52:55, time: 1.086, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8740, loss_cls: 1.2900, loss: 1.2900, grad_norm: 7.3510 2020-10-11 22:12:18,714 - mmaction - INFO - Epoch [24][2780/3520] lr: 7.500e-04, eta: 1 day, 1:52:34, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8646, loss_cls: 1.3367, loss: 1.3367, grad_norm: 7.6113 2020-10-11 22:12:38,592 - mmaction - INFO - Epoch [24][2800/3520] lr: 7.500e-04, eta: 1 day, 1:52:14, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8625, loss_cls: 1.3737, loss: 1.3737, grad_norm: 7.6499 2020-10-11 22:12:58,789 - mmaction - INFO - Epoch [24][2820/3520] lr: 7.500e-04, eta: 1 day, 1:51:53, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8781, loss_cls: 1.3064, loss: 1.3064, grad_norm: 7.4604 2020-10-11 22:13:19,655 - mmaction - INFO - Epoch [24][2840/3520] lr: 7.500e-04, eta: 1 day, 1:51:34, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8698, loss_cls: 1.3910, loss: 1.3910, grad_norm: 7.9779 2020-10-11 22:13:40,256 - mmaction - INFO - Epoch [24][2860/3520] lr: 7.500e-04, eta: 1 day, 1:51:14, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8740, loss_cls: 1.3899, loss: 1.3899, grad_norm: 7.8523 2020-10-11 22:14:00,243 - mmaction - INFO - Epoch [24][2880/3520] lr: 7.500e-04, eta: 1 day, 1:50:54, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8750, loss_cls: 1.3503, loss: 1.3503, grad_norm: 7.6999 2020-10-11 22:14:20,669 - mmaction - INFO - Epoch [24][2900/3520] lr: 7.500e-04, eta: 1 day, 1:50:34, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8708, loss_cls: 1.4155, loss: 1.4155, grad_norm: 7.9304 2020-10-11 22:14:40,764 - mmaction - INFO - Epoch [24][2920/3520] lr: 7.500e-04, eta: 1 day, 1:50:14, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8917, loss_cls: 1.2357, loss: 1.2357, grad_norm: 7.4832 2020-10-11 22:15:01,201 - mmaction - INFO - Epoch [24][2940/3520] lr: 7.500e-04, eta: 1 day, 1:49:54, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8646, loss_cls: 1.3591, loss: 1.3591, grad_norm: 7.8152 2020-10-11 22:15:21,892 - mmaction - INFO - Epoch [24][2960/3520] lr: 7.500e-04, eta: 1 day, 1:49:34, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8802, loss_cls: 1.3045, loss: 1.3045, grad_norm: 7.7999 2020-10-11 22:15:42,602 - mmaction - INFO - Epoch [24][2980/3520] lr: 7.500e-04, eta: 1 day, 1:49:14, time: 1.037, data_time: 0.004, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8635, loss_cls: 1.3627, loss: 1.3627, grad_norm: 7.8105 2020-10-11 22:16:03,136 - mmaction - INFO - Epoch [24][3000/3520] lr: 7.500e-04, eta: 1 day, 1:48:55, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.5918 2020-10-11 22:16:24,780 - mmaction - INFO - Epoch [24][3020/3520] lr: 7.500e-04, eta: 1 day, 1:48:36, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8615, loss_cls: 1.4426, loss: 1.4426, grad_norm: 8.2259 2020-10-11 22:16:45,129 - mmaction - INFO - Epoch [24][3040/3520] lr: 7.500e-04, eta: 1 day, 1:48:16, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8604, loss_cls: 1.4052, loss: 1.4052, grad_norm: 7.9681 2020-10-11 22:17:05,761 - mmaction - INFO - Epoch [24][3060/3520] lr: 7.500e-04, eta: 1 day, 1:47:56, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8625, loss_cls: 1.3465, loss: 1.3465, grad_norm: 7.9476 2020-10-11 22:17:26,121 - mmaction - INFO - Epoch [24][3080/3520] lr: 7.500e-04, eta: 1 day, 1:47:36, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3621, loss: 1.3621, grad_norm: 7.7162 2020-10-11 22:17:46,101 - mmaction - INFO - Epoch [24][3100/3520] lr: 7.500e-04, eta: 1 day, 1:47:16, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8969, loss_cls: 1.1584, loss: 1.1584, grad_norm: 7.2484 2020-10-11 22:18:06,224 - mmaction - INFO - Epoch [24][3120/3520] lr: 7.500e-04, eta: 1 day, 1:46:56, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8865, loss_cls: 1.3144, loss: 1.3144, grad_norm: 7.8903 2020-10-11 22:18:27,382 - mmaction - INFO - Epoch [24][3140/3520] lr: 7.500e-04, eta: 1 day, 1:46:36, time: 1.062, data_time: 0.008, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8792, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.5725 2020-10-11 22:18:48,034 - mmaction - INFO - Epoch [24][3160/3520] lr: 7.500e-04, eta: 1 day, 1:46:17, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8844, loss_cls: 1.3162, loss: 1.3162, grad_norm: 8.0596 2020-10-11 22:19:09,039 - mmaction - INFO - Epoch [24][3180/3520] lr: 7.500e-04, eta: 1 day, 1:45:57, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8625, loss_cls: 1.3397, loss: 1.3397, grad_norm: 7.7827 2020-10-11 22:19:30,719 - mmaction - INFO - Epoch [24][3200/3520] lr: 7.500e-04, eta: 1 day, 1:45:39, time: 1.082, data_time: 0.004, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8667, loss_cls: 1.3333, loss: 1.3333, grad_norm: 7.6558 2020-10-11 22:19:50,889 - mmaction - INFO - Epoch [24][3220/3520] lr: 7.500e-04, eta: 1 day, 1:45:19, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8615, loss_cls: 1.3766, loss: 1.3766, grad_norm: 8.0413 2020-10-11 22:20:10,584 - mmaction - INFO - Epoch [24][3240/3520] lr: 7.500e-04, eta: 1 day, 1:44:58, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8667, loss_cls: 1.3177, loss: 1.3177, grad_norm: 7.5175 2020-10-11 22:20:32,144 - mmaction - INFO - Epoch [24][3260/3520] lr: 7.500e-04, eta: 1 day, 1:44:39, time: 1.077, data_time: 0.002, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8813, loss_cls: 1.2897, loss: 1.2897, grad_norm: 7.5940 2020-10-11 22:20:51,727 - mmaction - INFO - Epoch [24][3280/3520] lr: 7.500e-04, eta: 1 day, 1:44:18, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.3262, loss: 1.3262, grad_norm: 7.6628 2020-10-11 22:21:13,254 - mmaction - INFO - Epoch [24][3300/3520] lr: 7.500e-04, eta: 1 day, 1:44:00, time: 1.077, data_time: 0.004, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8490, loss_cls: 1.4272, loss: 1.4272, grad_norm: 7.6589 2020-10-11 22:21:34,817 - mmaction - INFO - Epoch [24][3320/3520] lr: 7.500e-04, eta: 1 day, 1:43:41, time: 1.078, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8698, loss_cls: 1.3272, loss: 1.3272, grad_norm: 7.7414 2020-10-11 22:21:55,690 - mmaction - INFO - Epoch [24][3340/3520] lr: 7.500e-04, eta: 1 day, 1:43:21, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8823, loss_cls: 1.2970, loss: 1.2970, grad_norm: 7.5850 2020-10-11 22:22:16,858 - mmaction - INFO - Epoch [24][3360/3520] lr: 7.500e-04, eta: 1 day, 1:43:02, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8812, loss_cls: 1.3194, loss: 1.3194, grad_norm: 7.8632 2020-10-11 22:22:36,210 - mmaction - INFO - Epoch [24][3380/3520] lr: 7.500e-04, eta: 1 day, 1:42:41, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8750, loss_cls: 1.3095, loss: 1.3095, grad_norm: 7.8112 2020-10-11 22:22:57,208 - mmaction - INFO - Epoch [24][3400/3520] lr: 7.500e-04, eta: 1 day, 1:42:22, time: 1.048, data_time: 0.004, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8802, loss_cls: 1.3018, loss: 1.3018, grad_norm: 7.7093 2020-10-11 22:23:17,994 - mmaction - INFO - Epoch [24][3420/3520] lr: 7.500e-04, eta: 1 day, 1:42:02, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8708, loss_cls: 1.3565, loss: 1.3565, grad_norm: 7.7957 2020-10-11 22:23:37,964 - mmaction - INFO - Epoch [24][3440/3520] lr: 7.500e-04, eta: 1 day, 1:41:42, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8573, loss_cls: 1.4355, loss: 1.4355, grad_norm: 7.9238 2020-10-11 22:23:58,547 - mmaction - INFO - Epoch [24][3460/3520] lr: 7.500e-04, eta: 1 day, 1:41:22, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8521, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.8772 2020-10-11 22:24:19,337 - mmaction - INFO - Epoch [24][3480/3520] lr: 7.500e-04, eta: 1 day, 1:41:02, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8865, loss_cls: 1.2935, loss: 1.2935, grad_norm: 7.7374 2020-10-11 22:24:39,628 - mmaction - INFO - Epoch [24][3500/3520] lr: 7.500e-04, eta: 1 day, 1:40:42, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8604, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.6733 2020-10-11 22:24:59,172 - mmaction - INFO - Epoch [24][3520/3520] lr: 7.500e-04, eta: 1 day, 1:40:21, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.6087, top5_acc: 0.8457, loss_cls: 1.4740, loss: 1.4740, grad_norm: 8.7268 2020-10-11 22:24:59,495 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-11 22:25:35,231 - mmaction - INFO - Epoch [25][20/3520] lr: 7.500e-04, eta: 1 day, 1:40:17, time: 1.757, data_time: 0.730, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8865, loss_cls: 1.2086, loss: 1.2086, grad_norm: 7.3265 2020-10-11 22:25:54,286 - mmaction - INFO - Epoch [25][40/3520] lr: 7.500e-04, eta: 1 day, 1:39:56, time: 0.954, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8844, loss_cls: 1.2890, loss: 1.2890, grad_norm: 7.7442 2020-10-11 22:26:15,254 - mmaction - INFO - Epoch [25][60/3520] lr: 7.500e-04, eta: 1 day, 1:39:37, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8906, loss_cls: 1.2548, loss: 1.2548, grad_norm: 7.4757 2020-10-11 22:26:34,736 - mmaction - INFO - Epoch [25][80/3520] lr: 7.500e-04, eta: 1 day, 1:39:16, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8927, loss_cls: 1.2758, loss: 1.2758, grad_norm: 7.8817 2020-10-11 22:26:54,609 - mmaction - INFO - Epoch [25][100/3520] lr: 7.500e-04, eta: 1 day, 1:38:55, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8760, loss_cls: 1.3484, loss: 1.3484, grad_norm: 7.9580 2020-10-11 22:27:15,551 - mmaction - INFO - Epoch [25][120/3520] lr: 7.500e-04, eta: 1 day, 1:38:36, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.3233, loss: 1.3233, grad_norm: 7.7644 2020-10-11 22:27:34,981 - mmaction - INFO - Epoch [25][140/3520] lr: 7.500e-04, eta: 1 day, 1:38:15, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8927, loss_cls: 1.2615, loss: 1.2615, grad_norm: 7.5868 2020-10-11 22:27:55,215 - mmaction - INFO - Epoch [25][160/3520] lr: 7.500e-04, eta: 1 day, 1:37:55, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8760, loss_cls: 1.2933, loss: 1.2933, grad_norm: 7.6154 2020-10-11 22:28:15,180 - mmaction - INFO - Epoch [25][180/3520] lr: 7.500e-04, eta: 1 day, 1:37:34, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8635, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.7584 2020-10-11 22:28:35,484 - mmaction - INFO - Epoch [25][200/3520] lr: 7.500e-04, eta: 1 day, 1:37:14, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8635, loss_cls: 1.3443, loss: 1.3443, grad_norm: 7.8170 2020-10-11 22:28:55,431 - mmaction - INFO - Epoch [25][220/3520] lr: 7.500e-04, eta: 1 day, 1:36:53, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6313, top5_acc: 0.8802, loss_cls: 1.3343, loss: 1.3343, grad_norm: 7.8210 2020-10-11 22:29:15,074 - mmaction - INFO - Epoch [25][240/3520] lr: 7.500e-04, eta: 1 day, 1:36:33, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8854, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.5990 2020-10-11 22:29:35,933 - mmaction - INFO - Epoch [25][260/3520] lr: 7.500e-04, eta: 1 day, 1:36:13, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8771, loss_cls: 1.2971, loss: 1.2971, grad_norm: 7.5391 2020-10-11 22:29:56,583 - mmaction - INFO - Epoch [25][280/3520] lr: 7.500e-04, eta: 1 day, 1:35:53, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8677, loss_cls: 1.3594, loss: 1.3594, grad_norm: 8.0297 2020-10-11 22:30:16,686 - mmaction - INFO - Epoch [25][300/3520] lr: 7.500e-04, eta: 1 day, 1:35:33, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8760, loss_cls: 1.2915, loss: 1.2915, grad_norm: 7.6554 2020-10-11 22:30:36,690 - mmaction - INFO - Epoch [25][320/3520] lr: 7.500e-04, eta: 1 day, 1:35:13, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8792, loss_cls: 1.2576, loss: 1.2576, grad_norm: 7.6314 2020-10-11 22:30:56,679 - mmaction - INFO - Epoch [25][340/3520] lr: 7.500e-04, eta: 1 day, 1:34:52, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8781, loss_cls: 1.3450, loss: 1.3450, grad_norm: 7.9843 2020-10-11 22:31:18,210 - mmaction - INFO - Epoch [25][360/3520] lr: 7.500e-04, eta: 1 day, 1:34:34, time: 1.078, data_time: 0.005, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8875, loss_cls: 1.2943, loss: 1.2943, grad_norm: 7.8716 2020-10-11 22:31:38,260 - mmaction - INFO - Epoch [25][380/3520] lr: 7.500e-04, eta: 1 day, 1:34:13, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8802, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.7711 2020-10-11 22:31:58,154 - mmaction - INFO - Epoch [25][400/3520] lr: 7.500e-04, eta: 1 day, 1:33:53, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8729, loss_cls: 1.3328, loss: 1.3328, grad_norm: 8.0858 2020-10-11 22:32:19,147 - mmaction - INFO - Epoch [25][420/3520] lr: 7.500e-04, eta: 1 day, 1:33:33, time: 1.053, data_time: 0.008, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2455, loss: 1.2455, grad_norm: 7.9615 2020-10-11 22:32:40,539 - mmaction - INFO - Epoch [25][440/3520] lr: 7.500e-04, eta: 1 day, 1:33:14, time: 1.069, data_time: 0.002, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8667, loss_cls: 1.3279, loss: 1.3279, grad_norm: 7.9289 2020-10-11 22:33:00,981 - mmaction - INFO - Epoch [25][460/3520] lr: 7.500e-04, eta: 1 day, 1:32:54, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8823, loss_cls: 1.3201, loss: 1.3201, grad_norm: 7.7710 2020-10-11 22:33:22,416 - mmaction - INFO - Epoch [25][480/3520] lr: 7.500e-04, eta: 1 day, 1:32:36, time: 1.071, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8792, loss_cls: 1.2329, loss: 1.2329, grad_norm: 7.5007 2020-10-11 22:33:42,856 - mmaction - INFO - Epoch [25][500/3520] lr: 7.500e-04, eta: 1 day, 1:32:16, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8781, loss_cls: 1.2812, loss: 1.2812, grad_norm: 7.6204 2020-10-11 22:34:04,902 - mmaction - INFO - Epoch [25][520/3520] lr: 7.500e-04, eta: 1 day, 1:31:57, time: 1.105, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8823, loss_cls: 1.2572, loss: 1.2572, grad_norm: 7.8170 2020-10-11 22:34:25,013 - mmaction - INFO - Epoch [25][540/3520] lr: 7.500e-04, eta: 1 day, 1:31:37, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8740, loss_cls: 1.3760, loss: 1.3760, grad_norm: 8.1535 2020-10-11 22:34:45,439 - mmaction - INFO - Epoch [25][560/3520] lr: 7.500e-04, eta: 1 day, 1:31:17, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8771, loss_cls: 1.2173, loss: 1.2173, grad_norm: 7.3260 2020-10-11 22:35:06,330 - mmaction - INFO - Epoch [25][580/3520] lr: 7.500e-04, eta: 1 day, 1:30:58, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8781, loss_cls: 1.2998, loss: 1.2998, grad_norm: 7.7113 2020-10-11 22:35:26,592 - mmaction - INFO - Epoch [25][600/3520] lr: 7.500e-04, eta: 1 day, 1:30:37, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8802, loss_cls: 1.2515, loss: 1.2515, grad_norm: 7.7051 2020-10-11 22:35:46,417 - mmaction - INFO - Epoch [25][620/3520] lr: 7.500e-04, eta: 1 day, 1:30:17, time: 0.995, data_time: 0.008, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8688, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.9139 2020-10-11 22:36:06,760 - mmaction - INFO - Epoch [25][640/3520] lr: 7.500e-04, eta: 1 day, 1:29:57, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8833, loss_cls: 1.2914, loss: 1.2914, grad_norm: 7.9897 2020-10-11 22:36:27,604 - mmaction - INFO - Epoch [25][660/3520] lr: 7.500e-04, eta: 1 day, 1:29:37, time: 1.044, data_time: 0.007, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8948, loss_cls: 1.2518, loss: 1.2518, grad_norm: 7.8224 2020-10-11 22:36:47,515 - mmaction - INFO - Epoch [25][680/3520] lr: 7.500e-04, eta: 1 day, 1:29:17, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8698, loss_cls: 1.2816, loss: 1.2816, grad_norm: 7.7711 2020-10-11 22:37:09,332 - mmaction - INFO - Epoch [25][700/3520] lr: 7.500e-04, eta: 1 day, 1:28:58, time: 1.087, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8750, loss_cls: 1.3045, loss: 1.3045, grad_norm: 7.6866 2020-10-11 22:37:30,094 - mmaction - INFO - Epoch [25][720/3520] lr: 7.500e-04, eta: 1 day, 1:28:39, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8813, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.7385 2020-10-11 22:37:50,413 - mmaction - INFO - Epoch [25][740/3520] lr: 7.500e-04, eta: 1 day, 1:28:19, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8656, loss_cls: 1.3606, loss: 1.3606, grad_norm: 7.8880 2020-10-11 22:38:11,101 - mmaction - INFO - Epoch [25][760/3520] lr: 7.500e-04, eta: 1 day, 1:27:59, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8740, loss_cls: 1.3238, loss: 1.3238, grad_norm: 7.7859 2020-10-11 22:38:30,904 - mmaction - INFO - Epoch [25][780/3520] lr: 7.500e-04, eta: 1 day, 1:27:38, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8760, loss_cls: 1.2635, loss: 1.2635, grad_norm: 7.4795 2020-10-11 22:38:51,427 - mmaction - INFO - Epoch [25][800/3520] lr: 7.500e-04, eta: 1 day, 1:27:18, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8990, loss_cls: 1.2257, loss: 1.2257, grad_norm: 7.8062 2020-10-11 22:39:13,118 - mmaction - INFO - Epoch [25][820/3520] lr: 7.500e-04, eta: 1 day, 1:27:00, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8729, loss_cls: 1.3068, loss: 1.3068, grad_norm: 7.9239 2020-10-11 22:39:33,500 - mmaction - INFO - Epoch [25][840/3520] lr: 7.500e-04, eta: 1 day, 1:26:40, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8719, loss_cls: 1.2756, loss: 1.2756, grad_norm: 7.6038 2020-10-11 22:39:53,605 - mmaction - INFO - Epoch [25][860/3520] lr: 7.500e-04, eta: 1 day, 1:26:20, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8740, loss_cls: 1.2710, loss: 1.2710, grad_norm: 7.5922 2020-10-11 22:40:14,372 - mmaction - INFO - Epoch [25][880/3520] lr: 7.500e-04, eta: 1 day, 1:26:00, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8708, loss_cls: 1.3273, loss: 1.3273, grad_norm: 7.7025 2020-10-11 22:40:36,146 - mmaction - INFO - Epoch [25][900/3520] lr: 7.500e-04, eta: 1 day, 1:25:41, time: 1.092, data_time: 0.007, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8802, loss_cls: 1.2720, loss: 1.2720, grad_norm: 7.8499 2020-10-11 22:40:56,033 - mmaction - INFO - Epoch [25][920/3520] lr: 7.500e-04, eta: 1 day, 1:25:21, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8792, loss_cls: 1.3312, loss: 1.3312, grad_norm: 7.9318 2020-10-11 22:41:15,947 - mmaction - INFO - Epoch [25][940/3520] lr: 7.500e-04, eta: 1 day, 1:25:00, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8677, loss_cls: 1.3560, loss: 1.3560, grad_norm: 8.0132 2020-10-11 22:41:36,711 - mmaction - INFO - Epoch [25][960/3520] lr: 7.500e-04, eta: 1 day, 1:24:41, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8698, loss_cls: 1.3467, loss: 1.3467, grad_norm: 7.7392 2020-10-11 22:41:57,077 - mmaction - INFO - Epoch [25][980/3520] lr: 7.500e-04, eta: 1 day, 1:24:21, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8833, loss_cls: 1.3400, loss: 1.3400, grad_norm: 7.8258 2020-10-11 22:42:17,972 - mmaction - INFO - Epoch [25][1000/3520] lr: 7.500e-04, eta: 1 day, 1:24:01, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8792, loss_cls: 1.2927, loss: 1.2927, grad_norm: 7.6768 2020-10-11 22:42:38,046 - mmaction - INFO - Epoch [25][1020/3520] lr: 7.500e-04, eta: 1 day, 1:23:41, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8854, loss_cls: 1.2419, loss: 1.2419, grad_norm: 7.4205 2020-10-11 22:42:58,880 - mmaction - INFO - Epoch [25][1040/3520] lr: 7.500e-04, eta: 1 day, 1:23:21, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8760, loss_cls: 1.2508, loss: 1.2508, grad_norm: 7.7712 2020-10-11 22:43:19,470 - mmaction - INFO - Epoch [25][1060/3520] lr: 7.500e-04, eta: 1 day, 1:23:02, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8854, loss_cls: 1.2258, loss: 1.2258, grad_norm: 7.6546 2020-10-11 22:43:39,770 - mmaction - INFO - Epoch [25][1080/3520] lr: 7.500e-04, eta: 1 day, 1:22:42, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8656, loss_cls: 1.2931, loss: 1.2931, grad_norm: 7.7150 2020-10-11 22:44:00,260 - mmaction - INFO - Epoch [25][1100/3520] lr: 7.500e-04, eta: 1 day, 1:22:22, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8708, loss_cls: 1.3409, loss: 1.3409, grad_norm: 7.8595 2020-10-11 22:44:20,624 - mmaction - INFO - Epoch [25][1120/3520] lr: 7.500e-04, eta: 1 day, 1:22:02, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8740, loss_cls: 1.3330, loss: 1.3330, grad_norm: 8.0867 2020-10-11 22:44:41,372 - mmaction - INFO - Epoch [25][1140/3520] lr: 7.500e-04, eta: 1 day, 1:21:42, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8885, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.7127 2020-10-11 22:45:01,673 - mmaction - INFO - Epoch [25][1160/3520] lr: 7.500e-04, eta: 1 day, 1:21:22, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8646, loss_cls: 1.3643, loss: 1.3643, grad_norm: 7.9539 2020-10-11 22:45:22,035 - mmaction - INFO - Epoch [25][1180/3520] lr: 7.500e-04, eta: 1 day, 1:21:02, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.3075, loss: 1.3075, grad_norm: 7.6177 2020-10-11 22:45:42,930 - mmaction - INFO - Epoch [25][1200/3520] lr: 7.500e-04, eta: 1 day, 1:20:42, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8906, loss_cls: 1.2026, loss: 1.2026, grad_norm: 7.6410 2020-10-11 22:46:03,152 - mmaction - INFO - Epoch [25][1220/3520] lr: 7.500e-04, eta: 1 day, 1:20:22, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8813, loss_cls: 1.3200, loss: 1.3200, grad_norm: 7.8709 2020-10-11 22:46:23,591 - mmaction - INFO - Epoch [25][1240/3520] lr: 7.500e-04, eta: 1 day, 1:20:02, time: 1.022, data_time: 0.007, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8667, loss_cls: 1.3463, loss: 1.3463, grad_norm: 8.0588 2020-10-11 22:46:44,494 - mmaction - INFO - Epoch [25][1260/3520] lr: 7.500e-04, eta: 1 day, 1:19:43, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8719, loss_cls: 1.3118, loss: 1.3118, grad_norm: 7.9016 2020-10-11 22:47:04,555 - mmaction - INFO - Epoch [25][1280/3520] lr: 7.500e-04, eta: 1 day, 1:19:22, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8708, loss_cls: 1.2848, loss: 1.2848, grad_norm: 7.7398 2020-10-11 22:47:24,145 - mmaction - INFO - Epoch [25][1300/3520] lr: 7.500e-04, eta: 1 day, 1:19:02, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8656, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.1704 2020-10-11 22:47:45,288 - mmaction - INFO - Epoch [25][1320/3520] lr: 7.500e-04, eta: 1 day, 1:18:42, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8917, loss_cls: 1.2401, loss: 1.2401, grad_norm: 7.6203 2020-10-11 22:48:05,751 - mmaction - INFO - Epoch [25][1340/3520] lr: 7.500e-04, eta: 1 day, 1:18:22, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8625, loss_cls: 1.3507, loss: 1.3507, grad_norm: 8.0488 2020-10-11 22:48:25,829 - mmaction - INFO - Epoch [25][1360/3520] lr: 7.500e-04, eta: 1 day, 1:18:02, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8812, loss_cls: 1.3038, loss: 1.3038, grad_norm: 7.8319 2020-10-11 22:48:46,864 - mmaction - INFO - Epoch [25][1380/3520] lr: 7.500e-04, eta: 1 day, 1:17:43, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8698, loss_cls: 1.3684, loss: 1.3684, grad_norm: 7.9857 2020-10-11 22:49:06,251 - mmaction - INFO - Epoch [25][1400/3520] lr: 7.500e-04, eta: 1 day, 1:17:22, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8667, loss_cls: 1.3182, loss: 1.3182, grad_norm: 7.8589 2020-10-11 22:49:27,280 - mmaction - INFO - Epoch [25][1420/3520] lr: 7.500e-04, eta: 1 day, 1:17:02, time: 1.056, data_time: 0.008, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.0105 2020-10-11 22:49:47,355 - mmaction - INFO - Epoch [25][1440/3520] lr: 7.500e-04, eta: 1 day, 1:16:42, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8760, loss_cls: 1.3300, loss: 1.3300, grad_norm: 8.1588 2020-10-11 22:50:07,577 - mmaction - INFO - Epoch [25][1460/3520] lr: 7.500e-04, eta: 1 day, 1:16:22, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8906, loss_cls: 1.2753, loss: 1.2753, grad_norm: 7.9213 2020-10-11 22:50:27,620 - mmaction - INFO - Epoch [25][1480/3520] lr: 7.500e-04, eta: 1 day, 1:16:01, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8802, loss_cls: 1.2913, loss: 1.2913, grad_norm: 7.9182 2020-10-11 22:50:49,239 - mmaction - INFO - Epoch [25][1500/3520] lr: 7.500e-04, eta: 1 day, 1:15:43, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8656, loss_cls: 1.3296, loss: 1.3296, grad_norm: 7.7407 2020-10-11 22:51:09,269 - mmaction - INFO - Epoch [25][1520/3520] lr: 7.500e-04, eta: 1 day, 1:15:22, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8833, loss_cls: 1.2591, loss: 1.2591, grad_norm: 7.5181 2020-10-11 22:51:30,186 - mmaction - INFO - Epoch [25][1540/3520] lr: 7.500e-04, eta: 1 day, 1:15:03, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8885, loss_cls: 1.2322, loss: 1.2322, grad_norm: 7.5606 2020-10-11 22:51:51,252 - mmaction - INFO - Epoch [25][1560/3520] lr: 7.500e-04, eta: 1 day, 1:14:44, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8854, loss_cls: 1.2479, loss: 1.2479, grad_norm: 7.5949 2020-10-11 22:52:11,060 - mmaction - INFO - Epoch [25][1580/3520] lr: 7.500e-04, eta: 1 day, 1:14:23, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8573, loss_cls: 1.3785, loss: 1.3785, grad_norm: 8.1976 2020-10-11 22:52:32,650 - mmaction - INFO - Epoch [25][1600/3520] lr: 7.500e-04, eta: 1 day, 1:14:04, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8802, loss_cls: 1.2542, loss: 1.2542, grad_norm: 7.8614 2020-10-11 22:52:52,285 - mmaction - INFO - Epoch [25][1620/3520] lr: 7.500e-04, eta: 1 day, 1:13:43, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8698, loss_cls: 1.3871, loss: 1.3871, grad_norm: 8.0165 2020-10-11 22:53:12,077 - mmaction - INFO - Epoch [25][1640/3520] lr: 7.500e-04, eta: 1 day, 1:13:23, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8583, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.8704 2020-10-11 22:53:32,504 - mmaction - INFO - Epoch [25][1660/3520] lr: 7.500e-04, eta: 1 day, 1:13:03, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8729, loss_cls: 1.3882, loss: 1.3882, grad_norm: 8.1190 2020-10-11 22:53:52,561 - mmaction - INFO - Epoch [25][1680/3520] lr: 7.500e-04, eta: 1 day, 1:12:42, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8719, loss_cls: 1.3016, loss: 1.3016, grad_norm: 7.8113 2020-10-11 22:54:12,987 - mmaction - INFO - Epoch [25][1700/3520] lr: 7.500e-04, eta: 1 day, 1:12:22, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8667, loss_cls: 1.3496, loss: 1.3496, grad_norm: 8.0496 2020-10-11 22:54:32,692 - mmaction - INFO - Epoch [25][1720/3520] lr: 7.500e-04, eta: 1 day, 1:12:02, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8635, loss_cls: 1.4151, loss: 1.4151, grad_norm: 8.1072 2020-10-11 22:54:52,905 - mmaction - INFO - Epoch [25][1740/3520] lr: 7.500e-04, eta: 1 day, 1:11:41, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8729, loss_cls: 1.2887, loss: 1.2887, grad_norm: 7.8040 2020-10-11 22:55:13,039 - mmaction - INFO - Epoch [25][1760/3520] lr: 7.500e-04, eta: 1 day, 1:11:21, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8792, loss_cls: 1.3067, loss: 1.3067, grad_norm: 7.7600 2020-10-11 22:55:33,077 - mmaction - INFO - Epoch [25][1780/3520] lr: 7.500e-04, eta: 1 day, 1:11:01, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8687, loss_cls: 1.3455, loss: 1.3455, grad_norm: 7.9456 2020-10-11 22:55:53,056 - mmaction - INFO - Epoch [25][1800/3520] lr: 7.500e-04, eta: 1 day, 1:10:40, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.2703, loss: 1.2703, grad_norm: 7.8324 2020-10-11 22:56:13,520 - mmaction - INFO - Epoch [25][1820/3520] lr: 7.500e-04, eta: 1 day, 1:10:20, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8688, loss_cls: 1.3357, loss: 1.3357, grad_norm: 8.1010 2020-10-11 22:56:33,771 - mmaction - INFO - Epoch [25][1840/3520] lr: 7.500e-04, eta: 1 day, 1:10:00, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8927, loss_cls: 1.2730, loss: 1.2730, grad_norm: 7.7864 2020-10-11 22:56:54,198 - mmaction - INFO - Epoch [25][1860/3520] lr: 7.500e-04, eta: 1 day, 1:09:40, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8740, loss_cls: 1.3132, loss: 1.3132, grad_norm: 7.8178 2020-10-11 22:57:14,052 - mmaction - INFO - Epoch [25][1880/3520] lr: 7.500e-04, eta: 1 day, 1:09:20, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8625, loss_cls: 1.3533, loss: 1.3533, grad_norm: 7.9014 2020-10-11 22:57:34,552 - mmaction - INFO - Epoch [25][1900/3520] lr: 7.500e-04, eta: 1 day, 1:09:00, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8625, loss_cls: 1.3943, loss: 1.3943, grad_norm: 8.2870 2020-10-11 22:57:54,931 - mmaction - INFO - Epoch [25][1920/3520] lr: 7.500e-04, eta: 1 day, 1:08:40, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8615, loss_cls: 1.3277, loss: 1.3277, grad_norm: 7.9543 2020-10-11 22:58:15,421 - mmaction - INFO - Epoch [25][1940/3520] lr: 7.500e-04, eta: 1 day, 1:08:20, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8885, loss_cls: 1.3267, loss: 1.3267, grad_norm: 7.9669 2020-10-11 22:58:35,024 - mmaction - INFO - Epoch [25][1960/3520] lr: 7.500e-04, eta: 1 day, 1:07:59, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8729, loss_cls: 1.2794, loss: 1.2794, grad_norm: 7.6448 2020-10-11 22:58:55,963 - mmaction - INFO - Epoch [25][1980/3520] lr: 7.500e-04, eta: 1 day, 1:07:40, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8646, loss_cls: 1.3754, loss: 1.3754, grad_norm: 8.2111 2020-10-11 22:59:15,910 - mmaction - INFO - Epoch [25][2000/3520] lr: 7.500e-04, eta: 1 day, 1:07:19, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8646, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.0150 2020-10-11 22:59:35,740 - mmaction - INFO - Epoch [25][2020/3520] lr: 7.500e-04, eta: 1 day, 1:06:59, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8729, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.7814 2020-10-11 22:59:55,746 - mmaction - INFO - Epoch [25][2040/3520] lr: 7.500e-04, eta: 1 day, 1:06:38, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8677, loss_cls: 1.3195, loss: 1.3195, grad_norm: 8.0666 2020-10-11 23:00:16,939 - mmaction - INFO - Epoch [25][2060/3520] lr: 7.500e-04, eta: 1 day, 1:06:19, time: 1.058, data_time: 0.011, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8677, loss_cls: 1.3931, loss: 1.3931, grad_norm: 8.3899 2020-10-11 23:00:36,589 - mmaction - INFO - Epoch [25][2080/3520] lr: 7.500e-04, eta: 1 day, 1:05:58, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8688, loss_cls: 1.3529, loss: 1.3529, grad_norm: 8.2575 2020-10-11 23:00:57,727 - mmaction - INFO - Epoch [25][2100/3520] lr: 7.500e-04, eta: 1 day, 1:05:39, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8698, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.9813 2020-10-11 23:01:18,311 - mmaction - INFO - Epoch [25][2120/3520] lr: 7.500e-04, eta: 1 day, 1:05:19, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8583, loss_cls: 1.4094, loss: 1.4094, grad_norm: 8.2156 2020-10-11 23:01:38,308 - mmaction - INFO - Epoch [25][2140/3520] lr: 7.500e-04, eta: 1 day, 1:04:59, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8760, loss_cls: 1.3407, loss: 1.3407, grad_norm: 7.9912 2020-10-11 23:01:59,238 - mmaction - INFO - Epoch [25][2160/3520] lr: 7.500e-04, eta: 1 day, 1:04:39, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8885, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.5877 2020-10-11 23:02:19,535 - mmaction - INFO - Epoch [25][2180/3520] lr: 7.500e-04, eta: 1 day, 1:04:19, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8740, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.8279 2020-10-11 23:02:39,452 - mmaction - INFO - Epoch [25][2200/3520] lr: 7.500e-04, eta: 1 day, 1:03:59, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8594, loss_cls: 1.3709, loss: 1.3709, grad_norm: 7.9430 2020-10-11 23:02:59,471 - mmaction - INFO - Epoch [25][2220/3520] lr: 7.500e-04, eta: 1 day, 1:03:38, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8646, loss_cls: 1.3342, loss: 1.3342, grad_norm: 7.7234 2020-10-11 23:03:20,212 - mmaction - INFO - Epoch [25][2240/3520] lr: 7.500e-04, eta: 1 day, 1:03:19, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8792, loss_cls: 1.3039, loss: 1.3039, grad_norm: 7.7303 2020-10-11 23:03:40,558 - mmaction - INFO - Epoch [25][2260/3520] lr: 7.500e-04, eta: 1 day, 1:02:58, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8552, loss_cls: 1.3988, loss: 1.3988, grad_norm: 8.0495 2020-10-11 23:04:00,716 - mmaction - INFO - Epoch [25][2280/3520] lr: 7.500e-04, eta: 1 day, 1:02:38, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8667, loss_cls: 1.3911, loss: 1.3911, grad_norm: 7.9390 2020-10-11 23:04:20,659 - mmaction - INFO - Epoch [25][2300/3520] lr: 7.500e-04, eta: 1 day, 1:02:18, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8625, loss_cls: 1.3136, loss: 1.3136, grad_norm: 7.7705 2020-10-11 23:04:41,016 - mmaction - INFO - Epoch [25][2320/3520] lr: 7.500e-04, eta: 1 day, 1:01:58, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8698, loss_cls: 1.3131, loss: 1.3131, grad_norm: 8.1637 2020-10-11 23:05:01,756 - mmaction - INFO - Epoch [25][2340/3520] lr: 7.500e-04, eta: 1 day, 1:01:38, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8823, loss_cls: 1.2771, loss: 1.2771, grad_norm: 7.6082 2020-10-11 23:05:21,885 - mmaction - INFO - Epoch [25][2360/3520] lr: 7.500e-04, eta: 1 day, 1:01:18, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8917, loss_cls: 1.2303, loss: 1.2303, grad_norm: 7.6914 2020-10-11 23:05:41,722 - mmaction - INFO - Epoch [25][2380/3520] lr: 7.500e-04, eta: 1 day, 1:00:57, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8625, loss_cls: 1.3446, loss: 1.3446, grad_norm: 7.8808 2020-10-11 23:06:02,983 - mmaction - INFO - Epoch [25][2400/3520] lr: 7.500e-04, eta: 1 day, 1:00:38, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8688, loss_cls: 1.2672, loss: 1.2672, grad_norm: 7.7081 2020-10-11 23:06:22,601 - mmaction - INFO - Epoch [25][2420/3520] lr: 7.500e-04, eta: 1 day, 1:00:17, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8417, loss_cls: 1.4591, loss: 1.4591, grad_norm: 8.3387 2020-10-11 23:06:42,315 - mmaction - INFO - Epoch [25][2440/3520] lr: 7.500e-04, eta: 1 day, 0:59:57, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8510, loss_cls: 1.4031, loss: 1.4031, grad_norm: 8.2049 2020-10-11 23:07:02,110 - mmaction - INFO - Epoch [25][2460/3520] lr: 7.500e-04, eta: 1 day, 0:59:36, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8490, loss_cls: 1.4176, loss: 1.4176, grad_norm: 8.4438 2020-10-11 23:07:22,477 - mmaction - INFO - Epoch [25][2480/3520] lr: 7.500e-04, eta: 1 day, 0:59:16, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8854, loss_cls: 1.2010, loss: 1.2010, grad_norm: 7.6246 2020-10-11 23:07:43,402 - mmaction - INFO - Epoch [25][2500/3520] lr: 7.500e-04, eta: 1 day, 0:58:56, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8802, loss_cls: 1.2621, loss: 1.2621, grad_norm: 7.9250 2020-10-11 23:08:02,720 - mmaction - INFO - Epoch [25][2520/3520] lr: 7.500e-04, eta: 1 day, 0:58:35, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8594, loss_cls: 1.3063, loss: 1.3063, grad_norm: 7.6462 2020-10-11 23:08:22,770 - mmaction - INFO - Epoch [25][2540/3520] lr: 7.500e-04, eta: 1 day, 0:58:15, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8802, loss_cls: 1.3389, loss: 1.3389, grad_norm: 8.2754 2020-10-11 23:08:42,973 - mmaction - INFO - Epoch [25][2560/3520] lr: 7.500e-04, eta: 1 day, 0:57:55, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8667, loss_cls: 1.3404, loss: 1.3404, grad_norm: 7.8183 2020-10-11 23:09:03,145 - mmaction - INFO - Epoch [25][2580/3520] lr: 7.500e-04, eta: 1 day, 0:57:34, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8542, loss_cls: 1.3701, loss: 1.3701, grad_norm: 8.0357 2020-10-11 23:09:23,276 - mmaction - INFO - Epoch [25][2600/3520] lr: 7.500e-04, eta: 1 day, 0:57:14, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8781, loss_cls: 1.2703, loss: 1.2703, grad_norm: 7.9371 2020-10-11 23:09:43,176 - mmaction - INFO - Epoch [25][2620/3520] lr: 7.500e-04, eta: 1 day, 0:56:54, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8875, loss_cls: 1.2954, loss: 1.2954, grad_norm: 7.8102 2020-10-11 23:10:03,569 - mmaction - INFO - Epoch [25][2640/3520] lr: 7.500e-04, eta: 1 day, 0:56:34, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8542, loss_cls: 1.3647, loss: 1.3647, grad_norm: 8.0432 2020-10-11 23:10:24,302 - mmaction - INFO - Epoch [25][2660/3520] lr: 7.500e-04, eta: 1 day, 0:56:14, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8688, loss_cls: 1.3109, loss: 1.3109, grad_norm: 7.9575 2020-10-11 23:10:44,470 - mmaction - INFO - Epoch [25][2680/3520] lr: 7.500e-04, eta: 1 day, 0:55:54, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8719, loss_cls: 1.3687, loss: 1.3687, grad_norm: 8.1394 2020-10-11 23:11:04,680 - mmaction - INFO - Epoch [25][2700/3520] lr: 7.500e-04, eta: 1 day, 0:55:33, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8844, loss_cls: 1.3185, loss: 1.3185, grad_norm: 8.0878 2020-10-11 23:11:24,523 - mmaction - INFO - Epoch [25][2720/3520] lr: 7.500e-04, eta: 1 day, 0:55:13, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8802, loss_cls: 1.3333, loss: 1.3333, grad_norm: 8.2254 2020-10-11 23:11:44,310 - mmaction - INFO - Epoch [25][2740/3520] lr: 7.500e-04, eta: 1 day, 0:54:52, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8698, loss_cls: 1.2861, loss: 1.2861, grad_norm: 7.9015 2020-10-11 23:12:04,379 - mmaction - INFO - Epoch [25][2760/3520] lr: 7.500e-04, eta: 1 day, 0:54:32, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8740, loss_cls: 1.3130, loss: 1.3130, grad_norm: 8.0493 2020-10-11 23:12:24,671 - mmaction - INFO - Epoch [25][2780/3520] lr: 7.500e-04, eta: 1 day, 0:54:12, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8760, loss_cls: 1.2892, loss: 1.2892, grad_norm: 7.8777 2020-10-11 23:12:45,260 - mmaction - INFO - Epoch [25][2800/3520] lr: 7.500e-04, eta: 1 day, 0:53:52, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8750, loss_cls: 1.3106, loss: 1.3106, grad_norm: 8.2004 2020-10-11 23:13:05,559 - mmaction - INFO - Epoch [25][2820/3520] lr: 7.500e-04, eta: 1 day, 0:53:32, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8708, loss_cls: 1.3056, loss: 1.3056, grad_norm: 7.7153 2020-10-11 23:13:25,084 - mmaction - INFO - Epoch [25][2840/3520] lr: 7.500e-04, eta: 1 day, 0:53:11, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8896, loss_cls: 1.2559, loss: 1.2559, grad_norm: 7.8830 2020-10-11 23:13:45,696 - mmaction - INFO - Epoch [25][2860/3520] lr: 7.500e-04, eta: 1 day, 0:52:51, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8656, loss_cls: 1.3340, loss: 1.3340, grad_norm: 8.2501 2020-10-11 23:14:05,822 - mmaction - INFO - Epoch [25][2880/3520] lr: 7.500e-04, eta: 1 day, 0:52:31, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8781, loss_cls: 1.2878, loss: 1.2878, grad_norm: 7.8815 2020-10-11 23:14:26,300 - mmaction - INFO - Epoch [25][2900/3520] lr: 7.500e-04, eta: 1 day, 0:52:11, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8708, loss_cls: 1.3006, loss: 1.3006, grad_norm: 7.9098 2020-10-11 23:14:47,695 - mmaction - INFO - Epoch [25][2920/3520] lr: 7.500e-04, eta: 1 day, 0:51:52, time: 1.070, data_time: 0.003, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8531, loss_cls: 1.4068, loss: 1.4068, grad_norm: 8.2203 2020-10-11 23:15:07,755 - mmaction - INFO - Epoch [25][2940/3520] lr: 7.500e-04, eta: 1 day, 0:51:32, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8604, loss_cls: 1.3345, loss: 1.3345, grad_norm: 7.7779 2020-10-11 23:15:27,907 - mmaction - INFO - Epoch [25][2960/3520] lr: 7.500e-04, eta: 1 day, 0:51:11, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8812, loss_cls: 1.2886, loss: 1.2886, grad_norm: 7.9485 2020-10-11 23:15:48,520 - mmaction - INFO - Epoch [25][2980/3520] lr: 7.500e-04, eta: 1 day, 0:50:52, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8625, loss_cls: 1.3460, loss: 1.3460, grad_norm: 7.9602 2020-10-11 23:16:08,451 - mmaction - INFO - Epoch [25][3000/3520] lr: 7.500e-04, eta: 1 day, 0:50:31, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8490, loss_cls: 1.3733, loss: 1.3733, grad_norm: 8.0385 2020-10-11 23:16:28,697 - mmaction - INFO - Epoch [25][3020/3520] lr: 7.500e-04, eta: 1 day, 0:50:11, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8719, loss_cls: 1.3149, loss: 1.3149, grad_norm: 7.7987 2020-10-11 23:16:49,125 - mmaction - INFO - Epoch [25][3040/3520] lr: 7.500e-04, eta: 1 day, 0:49:51, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8646, loss_cls: 1.3269, loss: 1.3269, grad_norm: 8.2003 2020-10-11 23:17:09,975 - mmaction - INFO - Epoch [25][3060/3520] lr: 7.500e-04, eta: 1 day, 0:49:31, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8865, loss_cls: 1.2586, loss: 1.2586, grad_norm: 8.0229 2020-10-11 23:17:30,501 - mmaction - INFO - Epoch [25][3080/3520] lr: 7.500e-04, eta: 1 day, 0:49:12, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8833, loss_cls: 1.2895, loss: 1.2895, grad_norm: 8.2380 2020-10-11 23:17:50,239 - mmaction - INFO - Epoch [25][3100/3520] lr: 7.500e-04, eta: 1 day, 0:48:51, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8656, loss_cls: 1.3767, loss: 1.3767, grad_norm: 8.1702 2020-10-11 23:18:10,216 - mmaction - INFO - Epoch [25][3120/3520] lr: 7.500e-04, eta: 1 day, 0:48:30, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8802, loss_cls: 1.2670, loss: 1.2670, grad_norm: 7.6139 2020-10-11 23:18:30,715 - mmaction - INFO - Epoch [25][3140/3520] lr: 7.500e-04, eta: 1 day, 0:48:11, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8719, loss_cls: 1.3332, loss: 1.3332, grad_norm: 8.0313 2020-10-11 23:18:50,540 - mmaction - INFO - Epoch [25][3160/3520] lr: 7.500e-04, eta: 1 day, 0:47:50, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8844, loss_cls: 1.2591, loss: 1.2591, grad_norm: 8.0190 2020-10-11 23:19:10,344 - mmaction - INFO - Epoch [25][3180/3520] lr: 7.500e-04, eta: 1 day, 0:47:29, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8917, loss_cls: 1.3170, loss: 1.3170, grad_norm: 8.0829 2020-10-11 23:19:30,218 - mmaction - INFO - Epoch [25][3200/3520] lr: 7.500e-04, eta: 1 day, 0:47:09, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8740, loss_cls: 1.3791, loss: 1.3791, grad_norm: 8.2894 2020-10-11 23:19:51,365 - mmaction - INFO - Epoch [25][3220/3520] lr: 7.500e-04, eta: 1 day, 0:46:49, time: 1.055, data_time: 0.004, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8656, loss_cls: 1.3485, loss: 1.3485, grad_norm: 7.9577 2020-10-11 23:20:10,822 - mmaction - INFO - Epoch [25][3240/3520] lr: 7.500e-04, eta: 1 day, 0:46:29, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8698, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.2414 2020-10-11 23:20:31,971 - mmaction - INFO - Epoch [25][3260/3520] lr: 7.500e-04, eta: 1 day, 0:46:09, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.9042, loss_cls: 1.2259, loss: 1.2259, grad_norm: 7.9872 2020-10-11 23:20:50,801 - mmaction - INFO - Epoch [25][3280/3520] lr: 7.500e-04, eta: 1 day, 0:45:48, time: 0.942, data_time: 0.002, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8781, loss_cls: 1.3185, loss: 1.3185, grad_norm: 8.0465 2020-10-11 23:21:10,940 - mmaction - INFO - Epoch [25][3300/3520] lr: 7.500e-04, eta: 1 day, 0:45:27, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8677, loss_cls: 1.3730, loss: 1.3730, grad_norm: 8.1558 2020-10-11 23:21:30,951 - mmaction - INFO - Epoch [25][3320/3520] lr: 7.500e-04, eta: 1 day, 0:45:07, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8615, loss_cls: 1.3673, loss: 1.3673, grad_norm: 8.4967 2020-10-11 23:21:50,788 - mmaction - INFO - Epoch [25][3340/3520] lr: 7.500e-04, eta: 1 day, 0:44:46, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2840, loss: 1.2840, grad_norm: 7.8118 2020-10-11 23:22:11,236 - mmaction - INFO - Epoch [25][3360/3520] lr: 7.500e-04, eta: 1 day, 0:44:26, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.2928, loss: 1.2928, grad_norm: 7.9672 2020-10-11 23:22:31,087 - mmaction - INFO - Epoch [25][3380/3520] lr: 7.500e-04, eta: 1 day, 0:44:06, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8854, loss_cls: 1.2388, loss: 1.2388, grad_norm: 7.6967 2020-10-11 23:22:51,137 - mmaction - INFO - Epoch [25][3400/3520] lr: 7.500e-04, eta: 1 day, 0:43:46, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8875, loss_cls: 1.2871, loss: 1.2871, grad_norm: 7.9427 2020-10-11 23:23:11,275 - mmaction - INFO - Epoch [25][3420/3520] lr: 7.500e-04, eta: 1 day, 0:43:25, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8854, loss_cls: 1.2623, loss: 1.2623, grad_norm: 8.0966 2020-10-11 23:23:31,113 - mmaction - INFO - Epoch [25][3440/3520] lr: 7.500e-04, eta: 1 day, 0:43:05, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8750, loss_cls: 1.3666, loss: 1.3666, grad_norm: 8.1226 2020-10-11 23:23:51,114 - mmaction - INFO - Epoch [25][3460/3520] lr: 7.500e-04, eta: 1 day, 0:42:44, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8594, loss_cls: 1.3769, loss: 1.3769, grad_norm: 8.2033 2020-10-11 23:24:11,137 - mmaction - INFO - Epoch [25][3480/3520] lr: 7.500e-04, eta: 1 day, 0:42:24, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8688, loss_cls: 1.3612, loss: 1.3612, grad_norm: 8.1102 2020-10-11 23:24:30,851 - mmaction - INFO - Epoch [25][3500/3520] lr: 7.500e-04, eta: 1 day, 0:42:03, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8865, loss_cls: 1.2189, loss: 1.2189, grad_norm: 7.6214 2020-10-11 23:24:50,073 - mmaction - INFO - Epoch [25][3520/3520] lr: 7.500e-04, eta: 1 day, 0:41:42, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.6804, top5_acc: 0.8848, loss_cls: 1.2247, loss: 1.2247, grad_norm: 8.1247 2020-10-11 23:24:50,573 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-11 23:25:24,860 - mmaction - INFO - Epoch [26][20/3520] lr: 7.500e-04, eta: 1 day, 0:41:35, time: 1.686, data_time: 0.695, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8688, loss_cls: 1.3130, loss: 1.3130, grad_norm: 8.1082 2020-10-11 23:25:42,984 - mmaction - INFO - Epoch [26][40/3520] lr: 7.500e-04, eta: 1 day, 0:41:13, time: 0.908, data_time: 0.006, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8948, loss_cls: 1.2304, loss: 1.2304, grad_norm: 7.7761 2020-10-11 23:26:02,295 - mmaction - INFO - Epoch [26][60/3520] lr: 7.500e-04, eta: 1 day, 0:40:52, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8667, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.2078 2020-10-11 23:26:22,252 - mmaction - INFO - Epoch [26][80/3520] lr: 7.500e-04, eta: 1 day, 0:40:32, time: 1.001, data_time: 0.008, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8823, loss_cls: 1.2500, loss: 1.2500, grad_norm: 7.8291 2020-10-11 23:26:42,090 - mmaction - INFO - Epoch [26][100/3520] lr: 7.500e-04, eta: 1 day, 0:40:11, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8781, loss_cls: 1.2582, loss: 1.2582, grad_norm: 7.9842 2020-10-11 23:27:01,679 - mmaction - INFO - Epoch [26][120/3520] lr: 7.500e-04, eta: 1 day, 0:39:50, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8927, loss_cls: 1.1860, loss: 1.1860, grad_norm: 8.0072 2020-10-11 23:27:22,292 - mmaction - INFO - Epoch [26][140/3520] lr: 7.500e-04, eta: 1 day, 0:39:30, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8792, loss_cls: 1.3196, loss: 1.3196, grad_norm: 8.2770 2020-10-11 23:27:42,734 - mmaction - INFO - Epoch [26][160/3520] lr: 7.500e-04, eta: 1 day, 0:39:10, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8667, loss_cls: 1.3108, loss: 1.3108, grad_norm: 7.9663 2020-10-11 23:28:02,873 - mmaction - INFO - Epoch [26][180/3520] lr: 7.500e-04, eta: 1 day, 0:38:50, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8698, loss_cls: 1.3588, loss: 1.3588, grad_norm: 8.4774 2020-10-11 23:28:22,965 - mmaction - INFO - Epoch [26][200/3520] lr: 7.500e-04, eta: 1 day, 0:38:30, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8896, loss_cls: 1.1990, loss: 1.1990, grad_norm: 7.9553 2020-10-11 23:28:43,763 - mmaction - INFO - Epoch [26][220/3520] lr: 7.500e-04, eta: 1 day, 0:38:10, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8708, loss_cls: 1.3059, loss: 1.3059, grad_norm: 8.1354 2020-10-11 23:29:05,206 - mmaction - INFO - Epoch [26][240/3520] lr: 7.500e-04, eta: 1 day, 0:37:51, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8646, loss_cls: 1.3996, loss: 1.3996, grad_norm: 8.4373 2020-10-11 23:29:26,165 - mmaction - INFO - Epoch [26][260/3520] lr: 7.500e-04, eta: 1 day, 0:37:32, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8708, loss_cls: 1.2987, loss: 1.2987, grad_norm: 7.8040 2020-10-11 23:29:46,000 - mmaction - INFO - Epoch [26][280/3520] lr: 7.500e-04, eta: 1 day, 0:37:11, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8844, loss_cls: 1.2616, loss: 1.2616, grad_norm: 7.8330 2020-10-11 23:30:07,380 - mmaction - INFO - Epoch [26][300/3520] lr: 7.500e-04, eta: 1 day, 0:36:52, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8906, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.1280 2020-10-11 23:30:28,606 - mmaction - INFO - Epoch [26][320/3520] lr: 7.500e-04, eta: 1 day, 0:36:33, time: 1.060, data_time: 0.003, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8865, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.0148 2020-10-11 23:30:48,614 - mmaction - INFO - Epoch [26][340/3520] lr: 7.500e-04, eta: 1 day, 0:36:12, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8729, loss_cls: 1.3117, loss: 1.3117, grad_norm: 8.2533 2020-10-11 23:31:09,474 - mmaction - INFO - Epoch [26][360/3520] lr: 7.500e-04, eta: 1 day, 0:35:53, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.9021, loss_cls: 1.1739, loss: 1.1739, grad_norm: 7.3743 2020-10-11 23:31:29,822 - mmaction - INFO - Epoch [26][380/3520] lr: 7.500e-04, eta: 1 day, 0:35:33, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8833, loss_cls: 1.2267, loss: 1.2267, grad_norm: 7.5977 2020-10-11 23:31:50,266 - mmaction - INFO - Epoch [26][400/3520] lr: 7.500e-04, eta: 1 day, 0:35:13, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8875, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.7941 2020-10-11 23:32:11,117 - mmaction - INFO - Epoch [26][420/3520] lr: 7.500e-04, eta: 1 day, 0:34:53, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8833, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.1295 2020-10-11 23:32:32,297 - mmaction - INFO - Epoch [26][440/3520] lr: 7.500e-04, eta: 1 day, 0:34:34, time: 1.060, data_time: 0.008, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8927, loss_cls: 1.1891, loss: 1.1891, grad_norm: 7.7134 2020-10-11 23:32:52,400 - mmaction - INFO - Epoch [26][460/3520] lr: 7.500e-04, eta: 1 day, 0:34:14, time: 1.003, data_time: 0.008, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.2834, loss: 1.2834, grad_norm: 8.1660 2020-10-11 23:33:12,532 - mmaction - INFO - Epoch [26][480/3520] lr: 7.500e-04, eta: 1 day, 0:33:53, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8750, loss_cls: 1.2936, loss: 1.2936, grad_norm: 7.9538 2020-10-11 23:33:33,331 - mmaction - INFO - Epoch [26][500/3520] lr: 7.500e-04, eta: 1 day, 0:33:34, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8719, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.0719 2020-10-11 23:33:53,795 - mmaction - INFO - Epoch [26][520/3520] lr: 7.500e-04, eta: 1 day, 0:33:14, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8802, loss_cls: 1.2706, loss: 1.2706, grad_norm: 7.9083 2020-10-11 23:34:15,338 - mmaction - INFO - Epoch [26][540/3520] lr: 7.500e-04, eta: 1 day, 0:32:55, time: 1.076, data_time: 0.004, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8969, loss_cls: 1.1670, loss: 1.1670, grad_norm: 7.6320 2020-10-11 23:34:35,209 - mmaction - INFO - Epoch [26][560/3520] lr: 7.500e-04, eta: 1 day, 0:32:34, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8885, loss_cls: 1.3214, loss: 1.3214, grad_norm: 8.3168 2020-10-11 23:34:55,074 - mmaction - INFO - Epoch [26][580/3520] lr: 7.500e-04, eta: 1 day, 0:32:14, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.3466, loss: 1.3466, grad_norm: 8.1551 2020-10-11 23:35:16,439 - mmaction - INFO - Epoch [26][600/3520] lr: 7.500e-04, eta: 1 day, 0:31:55, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8698, loss_cls: 1.3198, loss: 1.3198, grad_norm: 7.8339 2020-10-11 23:35:35,666 - mmaction - INFO - Epoch [26][620/3520] lr: 7.500e-04, eta: 1 day, 0:31:34, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8813, loss_cls: 1.3121, loss: 1.3121, grad_norm: 8.0337 2020-10-11 23:35:55,658 - mmaction - INFO - Epoch [26][640/3520] lr: 7.500e-04, eta: 1 day, 0:31:13, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8854, loss_cls: 1.2149, loss: 1.2149, grad_norm: 7.5483 2020-10-11 23:36:16,772 - mmaction - INFO - Epoch [26][660/3520] lr: 7.500e-04, eta: 1 day, 0:30:54, time: 1.058, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8729, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.2750 2020-10-11 23:36:37,219 - mmaction - INFO - Epoch [26][680/3520] lr: 7.500e-04, eta: 1 day, 0:30:34, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8948, loss_cls: 1.2334, loss: 1.2334, grad_norm: 8.1959 2020-10-11 23:36:58,076 - mmaction - INFO - Epoch [26][700/3520] lr: 7.500e-04, eta: 1 day, 0:30:14, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8823, loss_cls: 1.2763, loss: 1.2763, grad_norm: 7.9465 2020-10-11 23:37:18,705 - mmaction - INFO - Epoch [26][720/3520] lr: 7.500e-04, eta: 1 day, 0:29:55, time: 1.034, data_time: 0.007, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8667, loss_cls: 1.2873, loss: 1.2873, grad_norm: 7.8334 2020-10-11 23:37:40,897 - mmaction - INFO - Epoch [26][740/3520] lr: 7.500e-04, eta: 1 day, 0:29:36, time: 1.110, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8667, loss_cls: 1.3149, loss: 1.3149, grad_norm: 8.1719 2020-10-11 23:38:00,914 - mmaction - INFO - Epoch [26][760/3520] lr: 7.500e-04, eta: 1 day, 0:29:16, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.2247, loss: 1.2247, grad_norm: 7.8360 2020-10-11 23:38:21,752 - mmaction - INFO - Epoch [26][780/3520] lr: 7.500e-04, eta: 1 day, 0:28:56, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8802, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.0128 2020-10-11 23:38:43,957 - mmaction - INFO - Epoch [26][800/3520] lr: 7.500e-04, eta: 1 day, 0:28:38, time: 1.110, data_time: 0.003, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8885, loss_cls: 1.3444, loss: 1.3444, grad_norm: 8.2939 2020-10-11 23:39:04,979 - mmaction - INFO - Epoch [26][820/3520] lr: 7.500e-04, eta: 1 day, 0:28:19, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8667, loss_cls: 1.3522, loss: 1.3522, grad_norm: 8.3231 2020-10-11 23:39:26,387 - mmaction - INFO - Epoch [26][840/3520] lr: 7.500e-04, eta: 1 day, 0:28:00, time: 1.071, data_time: 0.007, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8750, loss_cls: 1.3229, loss: 1.3229, grad_norm: 8.0244 2020-10-11 23:39:46,390 - mmaction - INFO - Epoch [26][860/3520] lr: 7.500e-04, eta: 1 day, 0:27:39, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8792, loss_cls: 1.3554, loss: 1.3554, grad_norm: 8.3611 2020-10-11 23:40:06,516 - mmaction - INFO - Epoch [26][880/3520] lr: 7.500e-04, eta: 1 day, 0:27:19, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8781, loss_cls: 1.2000, loss: 1.2000, grad_norm: 7.4990 2020-10-11 23:40:26,244 - mmaction - INFO - Epoch [26][900/3520] lr: 7.500e-04, eta: 1 day, 0:26:58, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8823, loss_cls: 1.3363, loss: 1.3363, grad_norm: 8.3214 2020-10-11 23:40:46,965 - mmaction - INFO - Epoch [26][920/3520] lr: 7.500e-04, eta: 1 day, 0:26:38, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8979, loss_cls: 1.2744, loss: 1.2744, grad_norm: 8.0429 2020-10-11 23:41:06,970 - mmaction - INFO - Epoch [26][940/3520] lr: 7.500e-04, eta: 1 day, 0:26:18, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8729, loss_cls: 1.3056, loss: 1.3056, grad_norm: 8.0887 2020-10-11 23:41:27,100 - mmaction - INFO - Epoch [26][960/3520] lr: 7.500e-04, eta: 1 day, 0:25:58, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8719, loss_cls: 1.2818, loss: 1.2818, grad_norm: 8.1332 2020-10-11 23:41:47,503 - mmaction - INFO - Epoch [26][980/3520] lr: 7.500e-04, eta: 1 day, 0:25:38, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8750, loss_cls: 1.3183, loss: 1.3183, grad_norm: 8.0648 2020-10-11 23:42:08,735 - mmaction - INFO - Epoch [26][1000/3520] lr: 7.500e-04, eta: 1 day, 0:25:18, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8802, loss_cls: 1.3037, loss: 1.3037, grad_norm: 8.4962 2020-10-11 23:42:30,358 - mmaction - INFO - Epoch [26][1020/3520] lr: 7.500e-04, eta: 1 day, 0:25:00, time: 1.083, data_time: 0.007, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8938, loss_cls: 1.2433, loss: 1.2433, grad_norm: 8.2857 2020-10-11 23:42:50,445 - mmaction - INFO - Epoch [26][1040/3520] lr: 7.500e-04, eta: 1 day, 0:24:39, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8990, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.1290 2020-10-11 23:43:10,815 - mmaction - INFO - Epoch [26][1060/3520] lr: 7.500e-04, eta: 1 day, 0:24:19, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8688, loss_cls: 1.3505, loss: 1.3505, grad_norm: 8.4411 2020-10-11 23:43:30,799 - mmaction - INFO - Epoch [26][1080/3520] lr: 7.500e-04, eta: 1 day, 0:23:59, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8740, loss_cls: 1.3258, loss: 1.3258, grad_norm: 8.3159 2020-10-11 23:43:51,587 - mmaction - INFO - Epoch [26][1100/3520] lr: 7.500e-04, eta: 1 day, 0:23:39, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8719, loss_cls: 1.2442, loss: 1.2442, grad_norm: 7.9634 2020-10-11 23:44:13,725 - mmaction - INFO - Epoch [26][1120/3520] lr: 7.500e-04, eta: 1 day, 0:23:21, time: 1.107, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8917, loss_cls: 1.2177, loss: 1.2177, grad_norm: 7.8596 2020-10-11 23:44:32,967 - mmaction - INFO - Epoch [26][1140/3520] lr: 7.500e-04, eta: 1 day, 0:23:00, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8854, loss_cls: 1.2649, loss: 1.2649, grad_norm: 8.1069 2020-10-11 23:44:54,272 - mmaction - INFO - Epoch [26][1160/3520] lr: 7.500e-04, eta: 1 day, 0:22:40, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8646, loss_cls: 1.3411, loss: 1.3411, grad_norm: 8.2987 2020-10-11 23:45:15,008 - mmaction - INFO - Epoch [26][1180/3520] lr: 7.500e-04, eta: 1 day, 0:22:21, time: 1.039, data_time: 0.008, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8646, loss_cls: 1.3112, loss: 1.3112, grad_norm: 8.2674 2020-10-11 23:45:35,164 - mmaction - INFO - Epoch [26][1200/3520] lr: 7.500e-04, eta: 1 day, 0:22:01, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8958, loss_cls: 1.2726, loss: 1.2726, grad_norm: 8.0128 2020-10-11 23:45:55,498 - mmaction - INFO - Epoch [26][1220/3520] lr: 7.500e-04, eta: 1 day, 0:21:41, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8792, loss_cls: 1.2430, loss: 1.2430, grad_norm: 8.0585 2020-10-11 23:46:15,557 - mmaction - INFO - Epoch [26][1240/3520] lr: 7.500e-04, eta: 1 day, 0:21:20, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8698, loss_cls: 1.3014, loss: 1.3014, grad_norm: 8.4064 2020-10-11 23:46:35,450 - mmaction - INFO - Epoch [26][1260/3520] lr: 7.500e-04, eta: 1 day, 0:21:00, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2852, loss: 1.2852, grad_norm: 7.9590 2020-10-11 23:46:55,793 - mmaction - INFO - Epoch [26][1280/3520] lr: 7.500e-04, eta: 1 day, 0:20:40, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8729, loss_cls: 1.3093, loss: 1.3093, grad_norm: 8.3559 2020-10-11 23:47:17,051 - mmaction - INFO - Epoch [26][1300/3520] lr: 7.500e-04, eta: 1 day, 0:20:20, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8750, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.2334 2020-10-11 23:47:36,190 - mmaction - INFO - Epoch [26][1320/3520] lr: 7.500e-04, eta: 1 day, 0:19:59, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8677, loss_cls: 1.3481, loss: 1.3481, grad_norm: 8.3031 2020-10-11 23:47:56,418 - mmaction - INFO - Epoch [26][1340/3520] lr: 7.500e-04, eta: 1 day, 0:19:39, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8865, loss_cls: 1.2488, loss: 1.2488, grad_norm: 7.9017 2020-10-11 23:48:16,748 - mmaction - INFO - Epoch [26][1360/3520] lr: 7.500e-04, eta: 1 day, 0:19:19, time: 1.018, data_time: 0.008, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8854, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.0595 2020-10-11 23:48:37,467 - mmaction - INFO - Epoch [26][1380/3520] lr: 7.500e-04, eta: 1 day, 0:18:59, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8563, loss_cls: 1.3916, loss: 1.3916, grad_norm: 8.5773 2020-10-11 23:48:56,774 - mmaction - INFO - Epoch [26][1400/3520] lr: 7.500e-04, eta: 1 day, 0:18:38, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8844, loss_cls: 1.3201, loss: 1.3201, grad_norm: 8.3298 2020-10-11 23:49:16,973 - mmaction - INFO - Epoch [26][1420/3520] lr: 7.500e-04, eta: 1 day, 0:18:18, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8906, loss_cls: 1.2691, loss: 1.2691, grad_norm: 8.1225 2020-10-11 23:49:37,442 - mmaction - INFO - Epoch [26][1440/3520] lr: 7.500e-04, eta: 1 day, 0:17:58, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8708, loss_cls: 1.3180, loss: 1.3180, grad_norm: 8.2182 2020-10-11 23:49:57,482 - mmaction - INFO - Epoch [26][1460/3520] lr: 7.500e-04, eta: 1 day, 0:17:37, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8750, loss_cls: 1.3024, loss: 1.3024, grad_norm: 8.2741 2020-10-11 23:50:17,773 - mmaction - INFO - Epoch [26][1480/3520] lr: 7.500e-04, eta: 1 day, 0:17:17, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8865, loss_cls: 1.2084, loss: 1.2084, grad_norm: 7.7104 2020-10-11 23:50:38,147 - mmaction - INFO - Epoch [26][1500/3520] lr: 7.500e-04, eta: 1 day, 0:16:57, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8740, loss_cls: 1.3365, loss: 1.3365, grad_norm: 8.2744 2020-10-11 23:50:58,835 - mmaction - INFO - Epoch [26][1520/3520] lr: 7.500e-04, eta: 1 day, 0:16:37, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8729, loss_cls: 1.3153, loss: 1.3153, grad_norm: 8.2110 2020-10-11 23:51:18,773 - mmaction - INFO - Epoch [26][1540/3520] lr: 7.500e-04, eta: 1 day, 0:16:17, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1714, loss: 1.1714, grad_norm: 7.7402 2020-10-11 23:51:41,236 - mmaction - INFO - Epoch [26][1560/3520] lr: 7.500e-04, eta: 1 day, 0:15:59, time: 1.122, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3133, loss: 1.3133, grad_norm: 8.2380 2020-10-11 23:52:02,200 - mmaction - INFO - Epoch [26][1580/3520] lr: 7.500e-04, eta: 1 day, 0:15:39, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8760, loss_cls: 1.3401, loss: 1.3401, grad_norm: 8.4459 2020-10-11 23:52:21,624 - mmaction - INFO - Epoch [26][1600/3520] lr: 7.500e-04, eta: 1 day, 0:15:18, time: 0.973, data_time: 0.008, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8542, loss_cls: 1.4079, loss: 1.4079, grad_norm: 8.2870 2020-10-11 23:52:41,745 - mmaction - INFO - Epoch [26][1620/3520] lr: 7.500e-04, eta: 1 day, 0:14:58, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8865, loss_cls: 1.2393, loss: 1.2393, grad_norm: 8.1109 2020-10-11 23:53:02,371 - mmaction - INFO - Epoch [26][1640/3520] lr: 7.500e-04, eta: 1 day, 0:14:38, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8656, loss_cls: 1.3347, loss: 1.3347, grad_norm: 8.2331 2020-10-11 23:53:23,697 - mmaction - INFO - Epoch [26][1660/3520] lr: 7.500e-04, eta: 1 day, 0:14:19, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8885, loss_cls: 1.2417, loss: 1.2417, grad_norm: 8.4280 2020-10-11 23:53:43,573 - mmaction - INFO - Epoch [26][1680/3520] lr: 7.500e-04, eta: 1 day, 0:13:59, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8698, loss_cls: 1.3361, loss: 1.3361, grad_norm: 8.5160 2020-10-11 23:54:03,957 - mmaction - INFO - Epoch [26][1700/3520] lr: 7.500e-04, eta: 1 day, 0:13:39, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8760, loss_cls: 1.2967, loss: 1.2967, grad_norm: 8.2340 2020-10-11 23:54:25,248 - mmaction - INFO - Epoch [26][1720/3520] lr: 7.500e-04, eta: 1 day, 0:13:19, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8667, loss_cls: 1.3247, loss: 1.3247, grad_norm: 8.0955 2020-10-11 23:54:45,059 - mmaction - INFO - Epoch [26][1740/3520] lr: 7.500e-04, eta: 1 day, 0:12:59, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.2576, loss: 1.2576, grad_norm: 7.9592 2020-10-11 23:55:05,516 - mmaction - INFO - Epoch [26][1760/3520] lr: 7.500e-04, eta: 1 day, 0:12:39, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8656, loss_cls: 1.3057, loss: 1.3057, grad_norm: 8.1275 2020-10-11 23:55:26,359 - mmaction - INFO - Epoch [26][1780/3520] lr: 7.500e-04, eta: 1 day, 0:12:19, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8917, loss_cls: 1.2198, loss: 1.2198, grad_norm: 8.1921 2020-10-11 23:55:46,828 - mmaction - INFO - Epoch [26][1800/3520] lr: 7.500e-04, eta: 1 day, 0:11:59, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8833, loss_cls: 1.3491, loss: 1.3491, grad_norm: 8.5348 2020-10-11 23:56:07,312 - mmaction - INFO - Epoch [26][1820/3520] lr: 7.500e-04, eta: 1 day, 0:11:39, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8760, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.5090 2020-10-11 23:56:27,007 - mmaction - INFO - Epoch [26][1840/3520] lr: 7.500e-04, eta: 1 day, 0:11:19, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8896, loss_cls: 1.2317, loss: 1.2317, grad_norm: 8.2547 2020-10-11 23:56:47,171 - mmaction - INFO - Epoch [26][1860/3520] lr: 7.500e-04, eta: 1 day, 0:10:58, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8760, loss_cls: 1.2839, loss: 1.2839, grad_norm: 8.0251 2020-10-11 23:57:08,096 - mmaction - INFO - Epoch [26][1880/3520] lr: 7.500e-04, eta: 1 day, 0:10:39, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8646, loss_cls: 1.2941, loss: 1.2941, grad_norm: 8.1198 2020-10-11 23:57:27,903 - mmaction - INFO - Epoch [26][1900/3520] lr: 7.500e-04, eta: 1 day, 0:10:18, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8698, loss_cls: 1.3186, loss: 1.3186, grad_norm: 8.1880 2020-10-11 23:57:48,541 - mmaction - INFO - Epoch [26][1920/3520] lr: 7.500e-04, eta: 1 day, 0:09:58, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8740, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.2998 2020-10-11 23:58:08,663 - mmaction - INFO - Epoch [26][1940/3520] lr: 7.500e-04, eta: 1 day, 0:09:38, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.2149, loss: 1.2149, grad_norm: 7.7001 2020-10-11 23:58:29,527 - mmaction - INFO - Epoch [26][1960/3520] lr: 7.500e-04, eta: 1 day, 0:09:19, time: 1.045, data_time: 0.008, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8823, loss_cls: 1.2324, loss: 1.2324, grad_norm: 7.7682 2020-10-11 23:58:49,898 - mmaction - INFO - Epoch [26][1980/3520] lr: 7.500e-04, eta: 1 day, 0:08:58, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8771, loss_cls: 1.2964, loss: 1.2964, grad_norm: 8.2186 2020-10-11 23:59:10,329 - mmaction - INFO - Epoch [26][2000/3520] lr: 7.500e-04, eta: 1 day, 0:08:38, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8917, loss_cls: 1.2811, loss: 1.2811, grad_norm: 8.2726 2020-10-11 23:59:31,845 - mmaction - INFO - Epoch [26][2020/3520] lr: 7.500e-04, eta: 1 day, 0:08:20, time: 1.079, data_time: 0.007, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8604, loss_cls: 1.3813, loss: 1.3813, grad_norm: 8.4698 2020-10-11 23:59:52,441 - mmaction - INFO - Epoch [26][2040/3520] lr: 7.500e-04, eta: 1 day, 0:08:00, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8906, loss_cls: 1.2791, loss: 1.2791, grad_norm: 8.2092 2020-10-12 00:00:15,465 - mmaction - INFO - Epoch [26][2060/3520] lr: 7.500e-04, eta: 1 day, 0:07:42, time: 1.147, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8958, loss_cls: 1.1663, loss: 1.1663, grad_norm: 7.9191 2020-10-12 00:00:34,467 - mmaction - INFO - Epoch [26][2080/3520] lr: 7.500e-04, eta: 1 day, 0:07:21, time: 0.955, data_time: 0.009, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8844, loss_cls: 1.2827, loss: 1.2827, grad_norm: 8.1237 2020-10-12 00:00:54,487 - mmaction - INFO - Epoch [26][2100/3520] lr: 7.500e-04, eta: 1 day, 0:07:00, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8948, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.8481 2020-10-12 00:01:15,016 - mmaction - INFO - Epoch [26][2120/3520] lr: 7.500e-04, eta: 1 day, 0:06:40, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8865, loss_cls: 1.3012, loss: 1.3012, grad_norm: 8.2311 2020-10-12 00:01:35,074 - mmaction - INFO - Epoch [26][2140/3520] lr: 7.500e-04, eta: 1 day, 0:06:20, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8885, loss_cls: 1.2700, loss: 1.2700, grad_norm: 8.1907 2020-10-12 00:01:56,617 - mmaction - INFO - Epoch [26][2160/3520] lr: 7.500e-04, eta: 1 day, 0:06:01, time: 1.078, data_time: 0.002, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8875, loss_cls: 1.2456, loss: 1.2456, grad_norm: 7.9402 2020-10-12 00:02:16,015 - mmaction - INFO - Epoch [26][2180/3520] lr: 7.500e-04, eta: 1 day, 0:05:40, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.3664, loss: 1.3664, grad_norm: 8.5864 2020-10-12 00:02:36,928 - mmaction - INFO - Epoch [26][2200/3520] lr: 7.500e-04, eta: 1 day, 0:05:21, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8708, loss_cls: 1.2620, loss: 1.2620, grad_norm: 8.2626 2020-10-12 00:02:57,127 - mmaction - INFO - Epoch [26][2220/3520] lr: 7.500e-04, eta: 1 day, 0:05:00, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8896, loss_cls: 1.2282, loss: 1.2282, grad_norm: 8.0061 2020-10-12 00:03:17,645 - mmaction - INFO - Epoch [26][2240/3520] lr: 7.500e-04, eta: 1 day, 0:04:40, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8927, loss_cls: 1.2660, loss: 1.2660, grad_norm: 8.2924 2020-10-12 00:03:37,749 - mmaction - INFO - Epoch [26][2260/3520] lr: 7.500e-04, eta: 1 day, 0:04:20, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8802, loss_cls: 1.2771, loss: 1.2771, grad_norm: 8.3653 2020-10-12 00:03:57,240 - mmaction - INFO - Epoch [26][2280/3520] lr: 7.500e-04, eta: 1 day, 0:03:59, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8625, loss_cls: 1.3792, loss: 1.3792, grad_norm: 8.5287 2020-10-12 00:04:18,198 - mmaction - INFO - Epoch [26][2300/3520] lr: 7.500e-04, eta: 1 day, 0:03:40, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8740, loss_cls: 1.3178, loss: 1.3178, grad_norm: 8.2917 2020-10-12 00:04:37,393 - mmaction - INFO - Epoch [26][2320/3520] lr: 7.500e-04, eta: 1 day, 0:03:19, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8656, loss_cls: 1.3017, loss: 1.3017, grad_norm: 8.1037 2020-10-12 00:04:57,888 - mmaction - INFO - Epoch [26][2340/3520] lr: 7.500e-04, eta: 1 day, 0:02:59, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8719, loss_cls: 1.2754, loss: 1.2754, grad_norm: 8.3584 2020-10-12 00:05:19,223 - mmaction - INFO - Epoch [26][2360/3520] lr: 7.500e-04, eta: 1 day, 0:02:39, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8792, loss_cls: 1.2568, loss: 1.2568, grad_norm: 8.3005 2020-10-12 00:05:39,787 - mmaction - INFO - Epoch [26][2380/3520] lr: 7.500e-04, eta: 1 day, 0:02:20, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8594, loss_cls: 1.3597, loss: 1.3597, grad_norm: 8.3077 2020-10-12 00:05:59,725 - mmaction - INFO - Epoch [26][2400/3520] lr: 7.500e-04, eta: 1 day, 0:01:59, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8885, loss_cls: 1.2579, loss: 1.2579, grad_norm: 8.1960 2020-10-12 00:06:19,964 - mmaction - INFO - Epoch [26][2420/3520] lr: 7.500e-04, eta: 1 day, 0:01:39, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8833, loss_cls: 1.2900, loss: 1.2900, grad_norm: 8.2024 2020-10-12 00:06:40,798 - mmaction - INFO - Epoch [26][2440/3520] lr: 7.500e-04, eta: 1 day, 0:01:19, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8771, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.0585 2020-10-12 00:07:00,795 - mmaction - INFO - Epoch [26][2460/3520] lr: 7.500e-04, eta: 1 day, 0:00:59, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8750, loss_cls: 1.3399, loss: 1.3399, grad_norm: 8.3399 2020-10-12 00:07:21,014 - mmaction - INFO - Epoch [26][2480/3520] lr: 7.500e-04, eta: 1 day, 0:00:39, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8667, loss_cls: 1.3855, loss: 1.3855, grad_norm: 8.3933 2020-10-12 00:07:40,436 - mmaction - INFO - Epoch [26][2500/3520] lr: 7.500e-04, eta: 1 day, 0:00:18, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8906, loss_cls: 1.2404, loss: 1.2404, grad_norm: 8.3509 2020-10-12 00:08:00,627 - mmaction - INFO - Epoch [26][2520/3520] lr: 7.500e-04, eta: 23:59:57, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8792, loss_cls: 1.2938, loss: 1.2938, grad_norm: 8.2038 2020-10-12 00:08:19,946 - mmaction - INFO - Epoch [26][2540/3520] lr: 7.500e-04, eta: 23:59:36, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8698, loss_cls: 1.3325, loss: 1.3325, grad_norm: 8.1601 2020-10-12 00:08:40,450 - mmaction - INFO - Epoch [26][2560/3520] lr: 7.500e-04, eta: 23:59:16, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8604, loss_cls: 1.3645, loss: 1.3645, grad_norm: 8.5196 2020-10-12 00:09:01,385 - mmaction - INFO - Epoch [26][2580/3520] lr: 7.500e-04, eta: 23:58:57, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8708, loss_cls: 1.3655, loss: 1.3655, grad_norm: 8.7729 2020-10-12 00:09:21,331 - mmaction - INFO - Epoch [26][2600/3520] lr: 7.500e-04, eta: 23:58:36, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8542, loss_cls: 1.4058, loss: 1.4058, grad_norm: 8.6572 2020-10-12 00:09:41,501 - mmaction - INFO - Epoch [26][2620/3520] lr: 7.500e-04, eta: 23:58:16, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8896, loss_cls: 1.2371, loss: 1.2371, grad_norm: 7.9827 2020-10-12 00:10:02,174 - mmaction - INFO - Epoch [26][2640/3520] lr: 7.500e-04, eta: 23:57:56, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8740, loss_cls: 1.2806, loss: 1.2806, grad_norm: 8.0916 2020-10-12 00:10:22,888 - mmaction - INFO - Epoch [26][2660/3520] lr: 7.500e-04, eta: 23:57:37, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8698, loss_cls: 1.2502, loss: 1.2502, grad_norm: 7.9230 2020-10-12 00:10:44,055 - mmaction - INFO - Epoch [26][2680/3520] lr: 7.500e-04, eta: 23:57:17, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8615, loss_cls: 1.3864, loss: 1.3864, grad_norm: 8.2252 2020-10-12 00:11:03,183 - mmaction - INFO - Epoch [26][2700/3520] lr: 7.500e-04, eta: 23:56:56, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8698, loss_cls: 1.2862, loss: 1.2862, grad_norm: 8.1908 2020-10-12 00:11:24,274 - mmaction - INFO - Epoch [26][2720/3520] lr: 7.500e-04, eta: 23:56:37, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8708, loss_cls: 1.3115, loss: 1.3115, grad_norm: 8.1577 2020-10-12 00:11:43,497 - mmaction - INFO - Epoch [26][2740/3520] lr: 7.500e-04, eta: 23:56:15, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8844, loss_cls: 1.2729, loss: 1.2729, grad_norm: 8.0714 2020-10-12 00:12:03,298 - mmaction - INFO - Epoch [26][2760/3520] lr: 7.500e-04, eta: 23:55:55, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8729, loss_cls: 1.2799, loss: 1.2799, grad_norm: 8.0724 2020-10-12 00:12:23,110 - mmaction - INFO - Epoch [26][2780/3520] lr: 7.500e-04, eta: 23:55:34, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8938, loss_cls: 1.2498, loss: 1.2498, grad_norm: 8.1299 2020-10-12 00:12:42,435 - mmaction - INFO - Epoch [26][2800/3520] lr: 7.500e-04, eta: 23:55:13, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8833, loss_cls: 1.3289, loss: 1.3289, grad_norm: 8.4547 2020-10-12 00:13:03,521 - mmaction - INFO - Epoch [26][2820/3520] lr: 7.500e-04, eta: 23:54:54, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8615, loss_cls: 1.3334, loss: 1.3334, grad_norm: 8.3673 2020-10-12 00:13:22,994 - mmaction - INFO - Epoch [26][2840/3520] lr: 7.500e-04, eta: 23:54:33, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8708, loss_cls: 1.3394, loss: 1.3394, grad_norm: 8.4280 2020-10-12 00:13:42,990 - mmaction - INFO - Epoch [26][2860/3520] lr: 7.500e-04, eta: 23:54:13, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8802, loss_cls: 1.2875, loss: 1.2875, grad_norm: 8.2104 2020-10-12 00:14:03,413 - mmaction - INFO - Epoch [26][2880/3520] lr: 7.500e-04, eta: 23:53:53, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8698, loss_cls: 1.3410, loss: 1.3410, grad_norm: 8.4604 2020-10-12 00:14:23,700 - mmaction - INFO - Epoch [26][2900/3520] lr: 7.500e-04, eta: 23:53:32, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8833, loss_cls: 1.2294, loss: 1.2294, grad_norm: 7.9745 2020-10-12 00:14:43,136 - mmaction - INFO - Epoch [26][2920/3520] lr: 7.500e-04, eta: 23:53:11, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8646, loss_cls: 1.3020, loss: 1.3020, grad_norm: 8.3473 2020-10-12 00:15:02,955 - mmaction - INFO - Epoch [26][2940/3520] lr: 7.500e-04, eta: 23:52:51, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8771, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.4716 2020-10-12 00:15:22,387 - mmaction - INFO - Epoch [26][2960/3520] lr: 7.500e-04, eta: 23:52:30, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8958, loss_cls: 1.2047, loss: 1.2047, grad_norm: 8.1893 2020-10-12 00:15:42,206 - mmaction - INFO - Epoch [26][2980/3520] lr: 7.500e-04, eta: 23:52:09, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.2520, loss: 1.2520, grad_norm: 8.5907 2020-10-12 00:16:02,117 - mmaction - INFO - Epoch [26][3000/3520] lr: 7.500e-04, eta: 23:51:49, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8844, loss_cls: 1.2673, loss: 1.2673, grad_norm: 8.0685 2020-10-12 00:16:21,892 - mmaction - INFO - Epoch [26][3020/3520] lr: 7.500e-04, eta: 23:51:28, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8615, loss_cls: 1.3780, loss: 1.3780, grad_norm: 8.6425 2020-10-12 00:16:41,382 - mmaction - INFO - Epoch [26][3040/3520] lr: 7.500e-04, eta: 23:51:07, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8792, loss_cls: 1.2620, loss: 1.2620, grad_norm: 8.3641 2020-10-12 00:17:02,029 - mmaction - INFO - Epoch [26][3060/3520] lr: 7.500e-04, eta: 23:50:47, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8781, loss_cls: 1.2651, loss: 1.2651, grad_norm: 7.8810 2020-10-12 00:17:21,270 - mmaction - INFO - Epoch [26][3080/3520] lr: 7.500e-04, eta: 23:50:26, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8813, loss_cls: 1.3253, loss: 1.3253, grad_norm: 8.5141 2020-10-12 00:17:40,833 - mmaction - INFO - Epoch [26][3100/3520] lr: 7.500e-04, eta: 23:50:06, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8708, loss_cls: 1.2866, loss: 1.2866, grad_norm: 8.1345 2020-10-12 00:18:00,700 - mmaction - INFO - Epoch [26][3120/3520] lr: 7.500e-04, eta: 23:49:45, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8750, loss_cls: 1.2757, loss: 1.2757, grad_norm: 8.1524 2020-10-12 00:18:20,689 - mmaction - INFO - Epoch [26][3140/3520] lr: 7.500e-04, eta: 23:49:25, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8740, loss_cls: 1.3305, loss: 1.3305, grad_norm: 8.7103 2020-10-12 00:18:41,318 - mmaction - INFO - Epoch [26][3160/3520] lr: 7.500e-04, eta: 23:49:05, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8771, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.2591 2020-10-12 00:19:00,547 - mmaction - INFO - Epoch [26][3180/3520] lr: 7.500e-04, eta: 23:48:44, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8646, loss_cls: 1.3653, loss: 1.3653, grad_norm: 8.4962 2020-10-12 00:19:20,382 - mmaction - INFO - Epoch [26][3200/3520] lr: 7.500e-04, eta: 23:48:23, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8729, loss_cls: 1.2644, loss: 1.2644, grad_norm: 8.1219 2020-10-12 00:19:40,004 - mmaction - INFO - Epoch [26][3220/3520] lr: 7.500e-04, eta: 23:48:02, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8885, loss_cls: 1.2736, loss: 1.2736, grad_norm: 8.1986 2020-10-12 00:19:59,786 - mmaction - INFO - Epoch [26][3240/3520] lr: 7.500e-04, eta: 23:47:42, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8833, loss_cls: 1.2663, loss: 1.2663, grad_norm: 8.4809 2020-10-12 00:20:19,639 - mmaction - INFO - Epoch [26][3260/3520] lr: 7.500e-04, eta: 23:47:21, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8667, loss_cls: 1.3018, loss: 1.3018, grad_norm: 8.1140 2020-10-12 00:20:39,360 - mmaction - INFO - Epoch [26][3280/3520] lr: 7.500e-04, eta: 23:47:00, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2056, loss: 1.2056, grad_norm: 7.9801 2020-10-12 00:20:59,918 - mmaction - INFO - Epoch [26][3300/3520] lr: 7.500e-04, eta: 23:46:41, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8740, loss_cls: 1.3460, loss: 1.3460, grad_norm: 8.5580 2020-10-12 00:21:19,169 - mmaction - INFO - Epoch [26][3320/3520] lr: 7.500e-04, eta: 23:46:19, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8656, loss_cls: 1.2650, loss: 1.2650, grad_norm: 8.1605 2020-10-12 00:21:39,919 - mmaction - INFO - Epoch [26][3340/3520] lr: 7.500e-04, eta: 23:46:00, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8615, loss_cls: 1.3381, loss: 1.3381, grad_norm: 8.2749 2020-10-12 00:21:59,457 - mmaction - INFO - Epoch [26][3360/3520] lr: 7.500e-04, eta: 23:45:39, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8750, loss_cls: 1.2868, loss: 1.2868, grad_norm: 8.2503 2020-10-12 00:22:19,218 - mmaction - INFO - Epoch [26][3380/3520] lr: 7.500e-04, eta: 23:45:18, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8760, loss_cls: 1.3149, loss: 1.3149, grad_norm: 8.3829 2020-10-12 00:22:38,746 - mmaction - INFO - Epoch [26][3400/3520] lr: 7.500e-04, eta: 23:44:57, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.2973, loss: 1.2973, grad_norm: 8.2010 2020-10-12 00:22:58,781 - mmaction - INFO - Epoch [26][3420/3520] lr: 7.500e-04, eta: 23:44:37, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8906, loss_cls: 1.2358, loss: 1.2358, grad_norm: 8.1917 2020-10-12 00:23:18,207 - mmaction - INFO - Epoch [26][3440/3520] lr: 7.500e-04, eta: 23:44:16, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8646, loss_cls: 1.3986, loss: 1.3986, grad_norm: 8.8644 2020-10-12 00:23:38,014 - mmaction - INFO - Epoch [26][3460/3520] lr: 7.500e-04, eta: 23:43:56, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8823, loss_cls: 1.2369, loss: 1.2369, grad_norm: 8.1534 2020-10-12 00:23:57,917 - mmaction - INFO - Epoch [26][3480/3520] lr: 7.500e-04, eta: 23:43:35, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8885, loss_cls: 1.2526, loss: 1.2526, grad_norm: 8.2249 2020-10-12 00:24:17,539 - mmaction - INFO - Epoch [26][3500/3520] lr: 7.500e-04, eta: 23:43:14, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8833, loss_cls: 1.2872, loss: 1.2872, grad_norm: 8.0938 2020-10-12 00:24:36,517 - mmaction - INFO - Epoch [26][3520/3520] lr: 7.500e-04, eta: 23:42:53, time: 0.950, data_time: 0.003, memory: 10390, top1_acc: 0.6620, top5_acc: 0.8750, loss_cls: 1.2760, loss: 1.2760, grad_norm: 9.1486 2020-10-12 00:24:36,991 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-10-12 00:25:10,061 - mmaction - INFO - Epoch [27][20/3520] lr: 7.500e-04, eta: 23:42:44, time: 1.615, data_time: 0.656, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8688, loss_cls: 1.3194, loss: 1.3194, grad_norm: 8.7154 2020-10-12 00:25:28,257 - mmaction - INFO - Epoch [27][40/3520] lr: 7.500e-04, eta: 23:42:22, time: 0.910, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.2654, loss: 1.2654, grad_norm: 8.4964 2020-10-12 00:25:48,149 - mmaction - INFO - Epoch [27][60/3520] lr: 7.500e-04, eta: 23:42:01, time: 0.994, data_time: 0.008, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8708, loss_cls: 1.3760, loss: 1.3760, grad_norm: 8.6899 2020-10-12 00:26:07,551 - mmaction - INFO - Epoch [27][80/3520] lr: 7.500e-04, eta: 23:41:40, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8708, loss_cls: 1.2841, loss: 1.2841, grad_norm: 8.3331 2020-10-12 00:26:27,292 - mmaction - INFO - Epoch [27][100/3520] lr: 7.500e-04, eta: 23:41:20, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8885, loss_cls: 1.2638, loss: 1.2638, grad_norm: 8.2542 2020-10-12 00:26:47,406 - mmaction - INFO - Epoch [27][120/3520] lr: 7.500e-04, eta: 23:40:59, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.6729, top5_acc: 0.9031, loss_cls: 1.2337, loss: 1.2337, grad_norm: 8.2234 2020-10-12 00:27:08,459 - mmaction - INFO - Epoch [27][140/3520] lr: 7.500e-04, eta: 23:40:40, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8625, loss_cls: 1.3372, loss: 1.3372, grad_norm: 8.6157 2020-10-12 00:27:28,883 - mmaction - INFO - Epoch [27][160/3520] lr: 7.500e-04, eta: 23:40:20, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8781, loss_cls: 1.2544, loss: 1.2544, grad_norm: 8.2325 2020-10-12 00:27:48,528 - mmaction - INFO - Epoch [27][180/3520] lr: 7.500e-04, eta: 23:39:59, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8979, loss_cls: 1.2401, loss: 1.2401, grad_norm: 8.5324 2020-10-12 00:28:08,241 - mmaction - INFO - Epoch [27][200/3520] lr: 7.500e-04, eta: 23:39:38, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8823, loss_cls: 1.2752, loss: 1.2752, grad_norm: 8.2225 2020-10-12 00:28:27,981 - mmaction - INFO - Epoch [27][220/3520] lr: 7.500e-04, eta: 23:39:18, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8688, loss_cls: 1.2921, loss: 1.2921, grad_norm: 8.3123 2020-10-12 00:28:48,507 - mmaction - INFO - Epoch [27][240/3520] lr: 7.500e-04, eta: 23:38:58, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8708, loss_cls: 1.2725, loss: 1.2725, grad_norm: 8.2298 2020-10-12 00:29:08,101 - mmaction - INFO - Epoch [27][260/3520] lr: 7.500e-04, eta: 23:38:37, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8740, loss_cls: 1.2894, loss: 1.2894, grad_norm: 8.3148 2020-10-12 00:29:27,912 - mmaction - INFO - Epoch [27][280/3520] lr: 7.500e-04, eta: 23:38:17, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8813, loss_cls: 1.2944, loss: 1.2944, grad_norm: 8.2258 2020-10-12 00:29:48,089 - mmaction - INFO - Epoch [27][300/3520] lr: 7.500e-04, eta: 23:37:56, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8833, loss_cls: 1.2664, loss: 1.2664, grad_norm: 8.0706 2020-10-12 00:30:08,367 - mmaction - INFO - Epoch [27][320/3520] lr: 7.500e-04, eta: 23:37:36, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8729, loss_cls: 1.2589, loss: 1.2589, grad_norm: 8.1654 2020-10-12 00:30:28,783 - mmaction - INFO - Epoch [27][340/3520] lr: 7.500e-04, eta: 23:37:16, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8802, loss_cls: 1.3174, loss: 1.3174, grad_norm: 8.4763 2020-10-12 00:30:48,307 - mmaction - INFO - Epoch [27][360/3520] lr: 7.500e-04, eta: 23:36:55, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8813, loss_cls: 1.2615, loss: 1.2615, grad_norm: 8.1275 2020-10-12 00:31:08,498 - mmaction - INFO - Epoch [27][380/3520] lr: 7.500e-04, eta: 23:36:35, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8854, loss_cls: 1.2696, loss: 1.2696, grad_norm: 8.1707 2020-10-12 00:31:28,806 - mmaction - INFO - Epoch [27][400/3520] lr: 7.500e-04, eta: 23:36:15, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8937, loss_cls: 1.2587, loss: 1.2587, grad_norm: 8.2741 2020-10-12 00:31:48,957 - mmaction - INFO - Epoch [27][420/3520] lr: 7.500e-04, eta: 23:35:55, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.1840, loss: 1.1840, grad_norm: 7.9552 2020-10-12 00:32:09,113 - mmaction - INFO - Epoch [27][440/3520] lr: 7.500e-04, eta: 23:35:34, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8760, loss_cls: 1.3068, loss: 1.3068, grad_norm: 8.4622 2020-10-12 00:32:29,635 - mmaction - INFO - Epoch [27][460/3520] lr: 7.500e-04, eta: 23:35:14, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8896, loss_cls: 1.2014, loss: 1.2014, grad_norm: 8.3146 2020-10-12 00:32:49,604 - mmaction - INFO - Epoch [27][480/3520] lr: 7.500e-04, eta: 23:34:54, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8948, loss_cls: 1.2121, loss: 1.2121, grad_norm: 8.1780 2020-10-12 00:33:09,487 - mmaction - INFO - Epoch [27][500/3520] lr: 7.500e-04, eta: 23:34:34, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.2799, loss: 1.2799, grad_norm: 8.3369 2020-10-12 00:33:30,706 - mmaction - INFO - Epoch [27][520/3520] lr: 7.500e-04, eta: 23:34:14, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8875, loss_cls: 1.1981, loss: 1.1981, grad_norm: 8.0143 2020-10-12 00:33:50,132 - mmaction - INFO - Epoch [27][540/3520] lr: 7.500e-04, eta: 23:33:53, time: 0.975, data_time: 0.008, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8729, loss_cls: 1.2651, loss: 1.2651, grad_norm: 8.1905 2020-10-12 00:34:10,602 - mmaction - INFO - Epoch [27][560/3520] lr: 7.500e-04, eta: 23:33:33, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8760, loss_cls: 1.2847, loss: 1.2847, grad_norm: 8.2382 2020-10-12 00:34:30,664 - mmaction - INFO - Epoch [27][580/3520] lr: 7.500e-04, eta: 23:33:13, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8740, loss_cls: 1.3487, loss: 1.3487, grad_norm: 8.4802 2020-10-12 00:34:49,810 - mmaction - INFO - Epoch [27][600/3520] lr: 7.500e-04, eta: 23:32:52, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8656, loss_cls: 1.3508, loss: 1.3508, grad_norm: 8.4737 2020-10-12 00:35:09,396 - mmaction - INFO - Epoch [27][620/3520] lr: 7.500e-04, eta: 23:32:31, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8802, loss_cls: 1.1943, loss: 1.1943, grad_norm: 8.1617 2020-10-12 00:35:28,932 - mmaction - INFO - Epoch [27][640/3520] lr: 7.500e-04, eta: 23:32:10, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8667, loss_cls: 1.3445, loss: 1.3445, grad_norm: 8.4952 2020-10-12 00:35:48,782 - mmaction - INFO - Epoch [27][660/3520] lr: 7.500e-04, eta: 23:31:50, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8844, loss_cls: 1.2369, loss: 1.2369, grad_norm: 8.1495 2020-10-12 00:36:08,335 - mmaction - INFO - Epoch [27][680/3520] lr: 7.500e-04, eta: 23:31:29, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8698, loss_cls: 1.3424, loss: 1.3424, grad_norm: 8.5757 2020-10-12 00:36:28,140 - mmaction - INFO - Epoch [27][700/3520] lr: 7.500e-04, eta: 23:31:08, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8719, loss_cls: 1.3657, loss: 1.3657, grad_norm: 8.7455 2020-10-12 00:36:47,776 - mmaction - INFO - Epoch [27][720/3520] lr: 7.500e-04, eta: 23:30:48, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8833, loss_cls: 1.2163, loss: 1.2163, grad_norm: 8.0980 2020-10-12 00:37:07,858 - mmaction - INFO - Epoch [27][740/3520] lr: 7.500e-04, eta: 23:30:27, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8646, loss_cls: 1.2795, loss: 1.2795, grad_norm: 8.1811 2020-10-12 00:37:27,654 - mmaction - INFO - Epoch [27][760/3520] lr: 7.500e-04, eta: 23:30:07, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8990, loss_cls: 1.2168, loss: 1.2168, grad_norm: 8.1994 2020-10-12 00:37:47,508 - mmaction - INFO - Epoch [27][780/3520] lr: 7.500e-04, eta: 23:29:46, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8771, loss_cls: 1.2202, loss: 1.2202, grad_norm: 8.3679 2020-10-12 00:38:06,928 - mmaction - INFO - Epoch [27][800/3520] lr: 7.500e-04, eta: 23:29:25, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8823, loss_cls: 1.2701, loss: 1.2701, grad_norm: 8.5244 2020-10-12 00:38:26,993 - mmaction - INFO - Epoch [27][820/3520] lr: 7.500e-04, eta: 23:29:05, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8938, loss_cls: 1.1793, loss: 1.1793, grad_norm: 8.2800 2020-10-12 00:38:46,633 - mmaction - INFO - Epoch [27][840/3520] lr: 7.500e-04, eta: 23:28:44, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8875, loss_cls: 1.2567, loss: 1.2567, grad_norm: 8.7360 2020-10-12 00:39:06,731 - mmaction - INFO - Epoch [27][860/3520] lr: 7.500e-04, eta: 23:28:24, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8802, loss_cls: 1.2950, loss: 1.2950, grad_norm: 8.3957 2020-10-12 00:39:26,419 - mmaction - INFO - Epoch [27][880/3520] lr: 7.500e-04, eta: 23:28:03, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8729, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.3495 2020-10-12 00:39:45,895 - mmaction - INFO - Epoch [27][900/3520] lr: 7.500e-04, eta: 23:27:42, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.2031, loss: 1.2031, grad_norm: 8.2932 2020-10-12 00:40:05,845 - mmaction - INFO - Epoch [27][920/3520] lr: 7.500e-04, eta: 23:27:22, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8781, loss_cls: 1.2965, loss: 1.2965, grad_norm: 8.3236 2020-10-12 00:40:25,602 - mmaction - INFO - Epoch [27][940/3520] lr: 7.500e-04, eta: 23:27:01, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8854, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.3908 2020-10-12 00:40:45,328 - mmaction - INFO - Epoch [27][960/3520] lr: 7.500e-04, eta: 23:26:40, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8812, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.4027 2020-10-12 00:41:05,698 - mmaction - INFO - Epoch [27][980/3520] lr: 7.500e-04, eta: 23:26:20, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8927, loss_cls: 1.2066, loss: 1.2066, grad_norm: 8.1180 2020-10-12 00:41:25,044 - mmaction - INFO - Epoch [27][1000/3520] lr: 7.500e-04, eta: 23:25:59, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8667, loss_cls: 1.3129, loss: 1.3129, grad_norm: 8.6011 2020-10-12 00:41:45,275 - mmaction - INFO - Epoch [27][1020/3520] lr: 7.500e-04, eta: 23:25:39, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8875, loss_cls: 1.2057, loss: 1.2057, grad_norm: 8.1852 2020-10-12 00:42:04,916 - mmaction - INFO - Epoch [27][1040/3520] lr: 7.500e-04, eta: 23:25:18, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8917, loss_cls: 1.2468, loss: 1.2468, grad_norm: 8.9034 2020-10-12 00:42:24,774 - mmaction - INFO - Epoch [27][1060/3520] lr: 7.500e-04, eta: 23:24:58, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8802, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.7185 2020-10-12 00:42:44,226 - mmaction - INFO - Epoch [27][1080/3520] lr: 7.500e-04, eta: 23:24:37, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8729, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.3847 2020-10-12 00:43:03,832 - mmaction - INFO - Epoch [27][1100/3520] lr: 7.500e-04, eta: 23:24:16, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.2226, loss: 1.2226, grad_norm: 8.3908 2020-10-12 00:43:24,931 - mmaction - INFO - Epoch [27][1120/3520] lr: 7.500e-04, eta: 23:23:57, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8677, loss_cls: 1.3098, loss: 1.3098, grad_norm: 8.5408 2020-10-12 00:43:44,026 - mmaction - INFO - Epoch [27][1140/3520] lr: 7.500e-04, eta: 23:23:36, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8802, loss_cls: 1.3360, loss: 1.3360, grad_norm: 8.7968 2020-10-12 00:44:04,564 - mmaction - INFO - Epoch [27][1160/3520] lr: 7.500e-04, eta: 23:23:16, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8552, loss_cls: 1.3571, loss: 1.3571, grad_norm: 8.8298 2020-10-12 00:44:24,552 - mmaction - INFO - Epoch [27][1180/3520] lr: 7.500e-04, eta: 23:22:55, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8792, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.4363 2020-10-12 00:44:45,107 - mmaction - INFO - Epoch [27][1200/3520] lr: 7.500e-04, eta: 23:22:35, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8865, loss_cls: 1.2484, loss: 1.2484, grad_norm: 8.6056 2020-10-12 00:45:05,535 - mmaction - INFO - Epoch [27][1220/3520] lr: 7.500e-04, eta: 23:22:15, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8844, loss_cls: 1.3162, loss: 1.3162, grad_norm: 8.8236 2020-10-12 00:45:26,070 - mmaction - INFO - Epoch [27][1240/3520] lr: 7.500e-04, eta: 23:21:55, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8625, loss_cls: 1.3226, loss: 1.3226, grad_norm: 8.4911 2020-10-12 00:45:45,683 - mmaction - INFO - Epoch [27][1260/3520] lr: 7.500e-04, eta: 23:21:35, time: 0.980, data_time: 0.009, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8708, loss_cls: 1.2920, loss: 1.2920, grad_norm: 8.5821 2020-10-12 00:46:06,881 - mmaction - INFO - Epoch [27][1280/3520] lr: 7.500e-04, eta: 23:21:15, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8948, loss_cls: 1.2134, loss: 1.2134, grad_norm: 8.3321 2020-10-12 00:46:26,582 - mmaction - INFO - Epoch [27][1300/3520] lr: 7.500e-04, eta: 23:20:55, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8823, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.5215 2020-10-12 00:46:47,233 - mmaction - INFO - Epoch [27][1320/3520] lr: 7.500e-04, eta: 23:20:35, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8844, loss_cls: 1.2009, loss: 1.2009, grad_norm: 8.2916 2020-10-12 00:47:07,080 - mmaction - INFO - Epoch [27][1340/3520] lr: 7.500e-04, eta: 23:20:14, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8865, loss_cls: 1.2467, loss: 1.2467, grad_norm: 8.3904 2020-10-12 00:47:27,733 - mmaction - INFO - Epoch [27][1360/3520] lr: 7.500e-04, eta: 23:19:55, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8615, loss_cls: 1.3163, loss: 1.3163, grad_norm: 8.3608 2020-10-12 00:47:47,132 - mmaction - INFO - Epoch [27][1380/3520] lr: 7.500e-04, eta: 23:19:34, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.7467 2020-10-12 00:48:08,688 - mmaction - INFO - Epoch [27][1400/3520] lr: 7.500e-04, eta: 23:19:15, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8781, loss_cls: 1.3182, loss: 1.3182, grad_norm: 8.5644 2020-10-12 00:48:28,343 - mmaction - INFO - Epoch [27][1420/3520] lr: 7.500e-04, eta: 23:18:54, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8865, loss_cls: 1.3346, loss: 1.3346, grad_norm: 8.6799 2020-10-12 00:48:47,793 - mmaction - INFO - Epoch [27][1440/3520] lr: 7.500e-04, eta: 23:18:33, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8865, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.5760 2020-10-12 00:49:07,279 - mmaction - INFO - Epoch [27][1460/3520] lr: 7.500e-04, eta: 23:18:12, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8781, loss_cls: 1.2182, loss: 1.2182, grad_norm: 8.2114 2020-10-12 00:49:29,455 - mmaction - INFO - Epoch [27][1480/3520] lr: 7.500e-04, eta: 23:17:54, time: 1.107, data_time: 0.004, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8792, loss_cls: 1.3121, loss: 1.3121, grad_norm: 8.7009 2020-10-12 00:49:48,142 - mmaction - INFO - Epoch [27][1500/3520] lr: 7.500e-04, eta: 23:17:32, time: 0.935, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8698, loss_cls: 1.2882, loss: 1.2882, grad_norm: 8.5269 2020-10-12 00:50:08,462 - mmaction - INFO - Epoch [27][1520/3520] lr: 7.500e-04, eta: 23:17:12, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8740, loss_cls: 1.3188, loss: 1.3188, grad_norm: 8.6750 2020-10-12 00:50:28,485 - mmaction - INFO - Epoch [27][1540/3520] lr: 7.500e-04, eta: 23:16:52, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8990, loss_cls: 1.2575, loss: 1.2575, grad_norm: 8.2439 2020-10-12 00:50:49,714 - mmaction - INFO - Epoch [27][1560/3520] lr: 7.500e-04, eta: 23:16:32, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8865, loss_cls: 1.2478, loss: 1.2478, grad_norm: 8.5871 2020-10-12 00:51:10,667 - mmaction - INFO - Epoch [27][1580/3520] lr: 7.500e-04, eta: 23:16:13, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8885, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.4866 2020-10-12 00:51:30,316 - mmaction - INFO - Epoch [27][1600/3520] lr: 7.500e-04, eta: 23:15:52, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8771, loss_cls: 1.2786, loss: 1.2786, grad_norm: 8.4325 2020-10-12 00:51:51,520 - mmaction - INFO - Epoch [27][1620/3520] lr: 7.500e-04, eta: 23:15:33, time: 1.061, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8823, loss_cls: 1.2212, loss: 1.2212, grad_norm: 8.3631 2020-10-12 00:52:11,321 - mmaction - INFO - Epoch [27][1640/3520] lr: 7.500e-04, eta: 23:15:12, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8958, loss_cls: 1.2148, loss: 1.2148, grad_norm: 8.3712 2020-10-12 00:52:31,548 - mmaction - INFO - Epoch [27][1660/3520] lr: 7.500e-04, eta: 23:14:52, time: 1.015, data_time: 0.008, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8667, loss_cls: 1.3254, loss: 1.3254, grad_norm: 8.6773 2020-10-12 00:52:51,131 - mmaction - INFO - Epoch [27][1680/3520] lr: 7.500e-04, eta: 23:14:31, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8896, loss_cls: 1.2352, loss: 1.2352, grad_norm: 8.2645 2020-10-12 00:53:11,296 - mmaction - INFO - Epoch [27][1700/3520] lr: 7.500e-04, eta: 23:14:11, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8792, loss_cls: 1.3006, loss: 1.3006, grad_norm: 8.7260 2020-10-12 00:53:32,244 - mmaction - INFO - Epoch [27][1720/3520] lr: 7.500e-04, eta: 23:13:51, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8740, loss_cls: 1.3428, loss: 1.3428, grad_norm: 8.8162 2020-10-12 00:53:52,740 - mmaction - INFO - Epoch [27][1740/3520] lr: 7.500e-04, eta: 23:13:31, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8729, loss_cls: 1.3286, loss: 1.3286, grad_norm: 8.3561 2020-10-12 00:54:12,960 - mmaction - INFO - Epoch [27][1760/3520] lr: 7.500e-04, eta: 23:13:11, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8750, loss_cls: 1.2662, loss: 1.2662, grad_norm: 8.3520 2020-10-12 00:54:32,560 - mmaction - INFO - Epoch [27][1780/3520] lr: 7.500e-04, eta: 23:12:51, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8635, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.3278 2020-10-12 00:54:52,411 - mmaction - INFO - Epoch [27][1800/3520] lr: 7.500e-04, eta: 23:12:30, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8615, loss_cls: 1.3781, loss: 1.3781, grad_norm: 8.7564 2020-10-12 00:55:12,643 - mmaction - INFO - Epoch [27][1820/3520] lr: 7.500e-04, eta: 23:12:10, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8729, loss_cls: 1.3022, loss: 1.3022, grad_norm: 8.6867 2020-10-12 00:55:32,801 - mmaction - INFO - Epoch [27][1840/3520] lr: 7.500e-04, eta: 23:11:50, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8813, loss_cls: 1.2419, loss: 1.2419, grad_norm: 8.4720 2020-10-12 00:55:53,778 - mmaction - INFO - Epoch [27][1860/3520] lr: 7.500e-04, eta: 23:11:30, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8698, loss_cls: 1.2949, loss: 1.2949, grad_norm: 8.3269 2020-10-12 00:56:12,756 - mmaction - INFO - Epoch [27][1880/3520] lr: 7.500e-04, eta: 23:11:09, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8906, loss_cls: 1.2274, loss: 1.2274, grad_norm: 8.4651 2020-10-12 00:56:33,141 - mmaction - INFO - Epoch [27][1900/3520] lr: 7.500e-04, eta: 23:10:49, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8823, loss_cls: 1.2792, loss: 1.2792, grad_norm: 8.4308 2020-10-12 00:56:52,630 - mmaction - INFO - Epoch [27][1920/3520] lr: 7.500e-04, eta: 23:10:28, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8917, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.3111 2020-10-12 00:57:13,306 - mmaction - INFO - Epoch [27][1940/3520] lr: 7.500e-04, eta: 23:10:08, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.2079, loss: 1.2079, grad_norm: 8.1749 2020-10-12 00:57:34,015 - mmaction - INFO - Epoch [27][1960/3520] lr: 7.500e-04, eta: 23:09:48, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8531, loss_cls: 1.3955, loss: 1.3955, grad_norm: 8.6074 2020-10-12 00:57:54,115 - mmaction - INFO - Epoch [27][1980/3520] lr: 7.500e-04, eta: 23:09:28, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8729, loss_cls: 1.3107, loss: 1.3107, grad_norm: 8.5659 2020-10-12 00:58:13,572 - mmaction - INFO - Epoch [27][2000/3520] lr: 7.500e-04, eta: 23:09:07, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8844, loss_cls: 1.2891, loss: 1.2891, grad_norm: 8.4109 2020-10-12 00:58:33,935 - mmaction - INFO - Epoch [27][2020/3520] lr: 7.500e-04, eta: 23:08:47, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8792, loss_cls: 1.2268, loss: 1.2268, grad_norm: 8.2960 2020-10-12 00:58:53,892 - mmaction - INFO - Epoch [27][2040/3520] lr: 7.500e-04, eta: 23:08:27, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8958, loss_cls: 1.2146, loss: 1.2146, grad_norm: 8.5411 2020-10-12 00:59:14,617 - mmaction - INFO - Epoch [27][2060/3520] lr: 7.500e-04, eta: 23:08:07, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8760, loss_cls: 1.2864, loss: 1.2864, grad_norm: 8.4312 2020-10-12 00:59:34,829 - mmaction - INFO - Epoch [27][2080/3520] lr: 7.500e-04, eta: 23:07:47, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8615, loss_cls: 1.3270, loss: 1.3270, grad_norm: 8.2901 2020-10-12 00:59:54,496 - mmaction - INFO - Epoch [27][2100/3520] lr: 7.500e-04, eta: 23:07:26, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8656, loss_cls: 1.2761, loss: 1.2761, grad_norm: 8.3717 2020-10-12 01:00:15,243 - mmaction - INFO - Epoch [27][2120/3520] lr: 7.500e-04, eta: 23:07:06, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8688, loss_cls: 1.2854, loss: 1.2854, grad_norm: 8.5204 2020-10-12 01:00:35,183 - mmaction - INFO - Epoch [27][2140/3520] lr: 7.500e-04, eta: 23:06:46, time: 1.001, data_time: 0.010, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8802, loss_cls: 1.2805, loss: 1.2805, grad_norm: 8.4353 2020-10-12 01:00:56,351 - mmaction - INFO - Epoch [27][2160/3520] lr: 7.500e-04, eta: 23:06:26, time: 1.056, data_time: 0.003, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8812, loss_cls: 1.2208, loss: 1.2208, grad_norm: 8.3523 2020-10-12 01:01:16,776 - mmaction - INFO - Epoch [27][2180/3520] lr: 7.500e-04, eta: 23:06:06, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8917, loss_cls: 1.3158, loss: 1.3158, grad_norm: 8.7010 2020-10-12 01:01:37,274 - mmaction - INFO - Epoch [27][2200/3520] lr: 7.500e-04, eta: 23:05:46, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2100, loss: 1.2100, grad_norm: 8.4684 2020-10-12 01:01:56,367 - mmaction - INFO - Epoch [27][2220/3520] lr: 7.500e-04, eta: 23:05:25, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8813, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.3281 2020-10-12 01:02:17,375 - mmaction - INFO - Epoch [27][2240/3520] lr: 7.500e-04, eta: 23:05:06, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8906, loss_cls: 1.1778, loss: 1.1778, grad_norm: 8.2986 2020-10-12 01:02:38,589 - mmaction - INFO - Epoch [27][2260/3520] lr: 7.500e-04, eta: 23:04:46, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8781, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.4318 2020-10-12 01:02:58,221 - mmaction - INFO - Epoch [27][2280/3520] lr: 7.500e-04, eta: 23:04:26, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8969, loss_cls: 1.2193, loss: 1.2193, grad_norm: 8.4295 2020-10-12 01:03:18,595 - mmaction - INFO - Epoch [27][2300/3520] lr: 7.500e-04, eta: 23:04:06, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8781, loss_cls: 1.3136, loss: 1.3136, grad_norm: 8.6210 2020-10-12 01:03:38,312 - mmaction - INFO - Epoch [27][2320/3520] lr: 7.500e-04, eta: 23:03:45, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8896, loss_cls: 1.2057, loss: 1.2057, grad_norm: 8.5138 2020-10-12 01:03:58,251 - mmaction - INFO - Epoch [27][2340/3520] lr: 7.500e-04, eta: 23:03:24, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8708, loss_cls: 1.3232, loss: 1.3232, grad_norm: 8.4525 2020-10-12 01:04:19,765 - mmaction - INFO - Epoch [27][2360/3520] lr: 7.500e-04, eta: 23:03:05, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2602, loss: 1.2602, grad_norm: 8.4174 2020-10-12 01:04:40,094 - mmaction - INFO - Epoch [27][2380/3520] lr: 7.500e-04, eta: 23:02:45, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8844, loss_cls: 1.3199, loss: 1.3199, grad_norm: 8.7923 2020-10-12 01:04:59,843 - mmaction - INFO - Epoch [27][2400/3520] lr: 7.500e-04, eta: 23:02:25, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8885, loss_cls: 1.2633, loss: 1.2633, grad_norm: 8.6653 2020-10-12 01:05:20,407 - mmaction - INFO - Epoch [27][2420/3520] lr: 7.500e-04, eta: 23:02:05, time: 1.029, data_time: 0.008, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8813, loss_cls: 1.2141, loss: 1.2141, grad_norm: 8.3380 2020-10-12 01:05:41,295 - mmaction - INFO - Epoch [27][2440/3520] lr: 7.500e-04, eta: 23:01:45, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8885, loss_cls: 1.2423, loss: 1.2423, grad_norm: 8.2842 2020-10-12 01:06:00,701 - mmaction - INFO - Epoch [27][2460/3520] lr: 7.500e-04, eta: 23:01:24, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.6583, top5_acc: 0.9104, loss_cls: 1.2001, loss: 1.2001, grad_norm: 8.1639 2020-10-12 01:06:21,642 - mmaction - INFO - Epoch [27][2480/3520] lr: 7.500e-04, eta: 23:01:05, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8719, loss_cls: 1.2733, loss: 1.2733, grad_norm: 8.6678 2020-10-12 01:06:42,140 - mmaction - INFO - Epoch [27][2500/3520] lr: 7.500e-04, eta: 23:00:45, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8563, loss_cls: 1.3418, loss: 1.3418, grad_norm: 8.8357 2020-10-12 01:07:03,072 - mmaction - INFO - Epoch [27][2520/3520] lr: 7.500e-04, eta: 23:00:25, time: 1.043, data_time: 0.004, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8948, loss_cls: 1.1711, loss: 1.1711, grad_norm: 8.4242 2020-10-12 01:07:23,762 - mmaction - INFO - Epoch [27][2540/3520] lr: 7.500e-04, eta: 23:00:05, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8958, loss_cls: 1.2336, loss: 1.2336, grad_norm: 8.7128 2020-10-12 01:07:43,558 - mmaction - INFO - Epoch [27][2560/3520] lr: 7.500e-04, eta: 22:59:45, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8844, loss_cls: 1.2648, loss: 1.2648, grad_norm: 8.6655 2020-10-12 01:08:03,513 - mmaction - INFO - Epoch [27][2580/3520] lr: 7.500e-04, eta: 22:59:24, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8948, loss_cls: 1.2401, loss: 1.2401, grad_norm: 8.5017 2020-10-12 01:08:23,390 - mmaction - INFO - Epoch [27][2600/3520] lr: 7.500e-04, eta: 22:59:04, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9094, loss_cls: 1.1705, loss: 1.1705, grad_norm: 8.4791 2020-10-12 01:08:43,227 - mmaction - INFO - Epoch [27][2620/3520] lr: 7.500e-04, eta: 22:58:43, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8885, loss_cls: 1.2228, loss: 1.2228, grad_norm: 8.6274 2020-10-12 01:09:03,260 - mmaction - INFO - Epoch [27][2640/3520] lr: 7.500e-04, eta: 22:58:23, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8771, loss_cls: 1.2379, loss: 1.2379, grad_norm: 8.5710 2020-10-12 01:09:24,158 - mmaction - INFO - Epoch [27][2660/3520] lr: 7.500e-04, eta: 22:58:03, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8802, loss_cls: 1.2486, loss: 1.2486, grad_norm: 8.4577 2020-10-12 01:09:43,818 - mmaction - INFO - Epoch [27][2680/3520] lr: 7.500e-04, eta: 22:57:43, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8833, loss_cls: 1.2826, loss: 1.2826, grad_norm: 8.3713 2020-10-12 01:10:05,894 - mmaction - INFO - Epoch [27][2700/3520] lr: 7.500e-04, eta: 22:57:24, time: 1.102, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8802, loss_cls: 1.2661, loss: 1.2661, grad_norm: 8.6153 2020-10-12 01:10:24,819 - mmaction - INFO - Epoch [27][2720/3520] lr: 7.500e-04, eta: 22:57:03, time: 0.948, data_time: 0.007, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8792, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.1878 2020-10-12 01:10:45,297 - mmaction - INFO - Epoch [27][2740/3520] lr: 7.500e-04, eta: 22:56:43, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8896, loss_cls: 1.2537, loss: 1.2537, grad_norm: 8.3775 2020-10-12 01:11:06,013 - mmaction - INFO - Epoch [27][2760/3520] lr: 7.500e-04, eta: 22:56:23, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8708, loss_cls: 1.3508, loss: 1.3508, grad_norm: 8.6576 2020-10-12 01:11:25,357 - mmaction - INFO - Epoch [27][2780/3520] lr: 7.500e-04, eta: 22:56:02, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8938, loss_cls: 1.2116, loss: 1.2116, grad_norm: 8.1618 2020-10-12 01:11:45,847 - mmaction - INFO - Epoch [27][2800/3520] lr: 7.500e-04, eta: 22:55:42, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8635, loss_cls: 1.4022, loss: 1.4022, grad_norm: 8.6580 2020-10-12 01:12:05,253 - mmaction - INFO - Epoch [27][2820/3520] lr: 7.500e-04, eta: 22:55:21, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8885, loss_cls: 1.2526, loss: 1.2526, grad_norm: 8.6425 2020-10-12 01:12:24,849 - mmaction - INFO - Epoch [27][2840/3520] lr: 7.500e-04, eta: 22:55:00, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8958, loss_cls: 1.1708, loss: 1.1708, grad_norm: 8.3625 2020-10-12 01:12:44,771 - mmaction - INFO - Epoch [27][2860/3520] lr: 7.500e-04, eta: 22:54:40, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8781, loss_cls: 1.2678, loss: 1.2678, grad_norm: 8.8622 2020-10-12 01:13:04,122 - mmaction - INFO - Epoch [27][2880/3520] lr: 7.500e-04, eta: 22:54:19, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8823, loss_cls: 1.2726, loss: 1.2726, grad_norm: 8.6181 2020-10-12 01:13:24,399 - mmaction - INFO - Epoch [27][2900/3520] lr: 7.500e-04, eta: 22:53:59, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8802, loss_cls: 1.2491, loss: 1.2491, grad_norm: 8.3304 2020-10-12 01:13:44,241 - mmaction - INFO - Epoch [27][2920/3520] lr: 7.500e-04, eta: 22:53:38, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8969, loss_cls: 1.2093, loss: 1.2093, grad_norm: 8.5031 2020-10-12 01:14:04,402 - mmaction - INFO - Epoch [27][2940/3520] lr: 7.500e-04, eta: 22:53:18, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8771, loss_cls: 1.2654, loss: 1.2654, grad_norm: 8.5645 2020-10-12 01:14:23,981 - mmaction - INFO - Epoch [27][2960/3520] lr: 7.500e-04, eta: 22:52:57, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8875, loss_cls: 1.2314, loss: 1.2314, grad_norm: 8.5470 2020-10-12 01:14:44,057 - mmaction - INFO - Epoch [27][2980/3520] lr: 7.500e-04, eta: 22:52:37, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8813, loss_cls: 1.3065, loss: 1.3065, grad_norm: 8.8155 2020-10-12 01:15:03,909 - mmaction - INFO - Epoch [27][3000/3520] lr: 7.500e-04, eta: 22:52:16, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8740, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.6042 2020-10-12 01:15:23,690 - mmaction - INFO - Epoch [27][3020/3520] lr: 7.500e-04, eta: 22:51:56, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8760, loss_cls: 1.2685, loss: 1.2685, grad_norm: 8.6150 2020-10-12 01:15:43,463 - mmaction - INFO - Epoch [27][3040/3520] lr: 7.500e-04, eta: 22:51:35, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8865, loss_cls: 1.2122, loss: 1.2122, grad_norm: 8.3378 2020-10-12 01:16:03,524 - mmaction - INFO - Epoch [27][3060/3520] lr: 7.500e-04, eta: 22:51:15, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8865, loss_cls: 1.2376, loss: 1.2376, grad_norm: 8.6389 2020-10-12 01:16:24,694 - mmaction - INFO - Epoch [27][3080/3520] lr: 7.500e-04, eta: 22:50:55, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8854, loss_cls: 1.2392, loss: 1.2392, grad_norm: 8.7310 2020-10-12 01:16:43,661 - mmaction - INFO - Epoch [27][3100/3520] lr: 7.500e-04, eta: 22:50:34, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8750, loss_cls: 1.3014, loss: 1.3014, grad_norm: 8.7065 2020-10-12 01:17:03,516 - mmaction - INFO - Epoch [27][3120/3520] lr: 7.500e-04, eta: 22:50:14, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8729, loss_cls: 1.3075, loss: 1.3075, grad_norm: 8.6596 2020-10-12 01:17:23,557 - mmaction - INFO - Epoch [27][3140/3520] lr: 7.500e-04, eta: 22:49:53, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8823, loss_cls: 1.2900, loss: 1.2900, grad_norm: 8.7829 2020-10-12 01:17:43,424 - mmaction - INFO - Epoch [27][3160/3520] lr: 7.500e-04, eta: 22:49:33, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8948, loss_cls: 1.2580, loss: 1.2580, grad_norm: 8.7757 2020-10-12 01:18:02,967 - mmaction - INFO - Epoch [27][3180/3520] lr: 7.500e-04, eta: 22:49:12, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.1146, loss: 1.1146, grad_norm: 7.9970 2020-10-12 01:18:22,460 - mmaction - INFO - Epoch [27][3200/3520] lr: 7.500e-04, eta: 22:48:51, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8750, loss_cls: 1.2569, loss: 1.2569, grad_norm: 8.7348 2020-10-12 01:18:42,305 - mmaction - INFO - Epoch [27][3220/3520] lr: 7.500e-04, eta: 22:48:31, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8698, loss_cls: 1.2594, loss: 1.2594, grad_norm: 8.5299 2020-10-12 01:19:01,785 - mmaction - INFO - Epoch [27][3240/3520] lr: 7.500e-04, eta: 22:48:10, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8844, loss_cls: 1.2765, loss: 1.2765, grad_norm: 8.6432 2020-10-12 01:19:21,354 - mmaction - INFO - Epoch [27][3260/3520] lr: 7.500e-04, eta: 22:47:49, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8823, loss_cls: 1.2609, loss: 1.2609, grad_norm: 8.5663 2020-10-12 01:19:41,079 - mmaction - INFO - Epoch [27][3280/3520] lr: 7.500e-04, eta: 22:47:28, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8750, loss_cls: 1.2783, loss: 1.2783, grad_norm: 8.6062 2020-10-12 01:20:00,883 - mmaction - INFO - Epoch [27][3300/3520] lr: 7.500e-04, eta: 22:47:08, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2429, loss: 1.2429, grad_norm: 8.7120 2020-10-12 01:20:21,075 - mmaction - INFO - Epoch [27][3320/3520] lr: 7.500e-04, eta: 22:46:48, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8781, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.6106 2020-10-12 01:20:40,679 - mmaction - INFO - Epoch [27][3340/3520] lr: 7.500e-04, eta: 22:46:27, time: 0.990, data_time: 0.011, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8917, loss_cls: 1.2011, loss: 1.2011, grad_norm: 8.4804 2020-10-12 01:21:00,325 - mmaction - INFO - Epoch [27][3360/3520] lr: 7.500e-04, eta: 22:46:06, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8750, loss_cls: 1.2487, loss: 1.2487, grad_norm: 8.2560 2020-10-12 01:21:20,252 - mmaction - INFO - Epoch [27][3380/3520] lr: 7.500e-04, eta: 22:45:46, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8854, loss_cls: 1.2308, loss: 1.2308, grad_norm: 8.4570 2020-10-12 01:21:39,718 - mmaction - INFO - Epoch [27][3400/3520] lr: 7.500e-04, eta: 22:45:25, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8885, loss_cls: 1.2224, loss: 1.2224, grad_norm: 8.3181 2020-10-12 01:21:59,837 - mmaction - INFO - Epoch [27][3420/3520] lr: 7.500e-04, eta: 22:45:05, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8792, loss_cls: 1.2234, loss: 1.2234, grad_norm: 8.6870 2020-10-12 01:22:20,315 - mmaction - INFO - Epoch [27][3440/3520] lr: 7.500e-04, eta: 22:44:45, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8719, loss_cls: 1.3490, loss: 1.3490, grad_norm: 9.2186 2020-10-12 01:22:39,666 - mmaction - INFO - Epoch [27][3460/3520] lr: 7.500e-04, eta: 22:44:24, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8740, loss_cls: 1.3155, loss: 1.3155, grad_norm: 8.9568 2020-10-12 01:22:59,642 - mmaction - INFO - Epoch [27][3480/3520] lr: 7.500e-04, eta: 22:44:03, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8781, loss_cls: 1.3263, loss: 1.3263, grad_norm: 8.7903 2020-10-12 01:23:20,137 - mmaction - INFO - Epoch [27][3500/3520] lr: 7.500e-04, eta: 22:43:43, time: 1.025, data_time: 0.008, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8833, loss_cls: 1.2756, loss: 1.2756, grad_norm: 8.6596 2020-10-12 01:23:38,895 - mmaction - INFO - Epoch [27][3520/3520] lr: 7.500e-04, eta: 22:43:22, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.6457, top5_acc: 0.8750, loss_cls: 1.3728, loss: 1.3728, grad_norm: 9.2147 2020-10-12 01:23:39,324 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-10-12 01:24:12,780 - mmaction - INFO - Epoch [28][20/3520] lr: 7.500e-04, eta: 22:43:13, time: 1.647, data_time: 0.650, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8781, loss_cls: 1.2775, loss: 1.2775, grad_norm: 8.3345 2020-10-12 01:24:30,571 - mmaction - INFO - Epoch [28][40/3520] lr: 7.500e-04, eta: 22:42:50, time: 0.890, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8802, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.5215 2020-10-12 01:24:50,183 - mmaction - INFO - Epoch [28][60/3520] lr: 7.500e-04, eta: 22:42:30, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8927, loss_cls: 1.1273, loss: 1.1273, grad_norm: 8.4384 2020-10-12 01:25:09,576 - mmaction - INFO - Epoch [28][80/3520] lr: 7.500e-04, eta: 22:42:09, time: 0.972, data_time: 0.008, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8750, loss_cls: 1.2449, loss: 1.2449, grad_norm: 8.8009 2020-10-12 01:25:29,826 - mmaction - INFO - Epoch [28][100/3520] lr: 7.500e-04, eta: 22:41:49, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8958, loss_cls: 1.1728, loss: 1.1728, grad_norm: 8.6100 2020-10-12 01:25:49,162 - mmaction - INFO - Epoch [28][120/3520] lr: 7.500e-04, eta: 22:41:28, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8948, loss_cls: 1.2013, loss: 1.2013, grad_norm: 8.1412 2020-10-12 01:26:08,538 - mmaction - INFO - Epoch [28][140/3520] lr: 7.500e-04, eta: 22:41:07, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8781, loss_cls: 1.2728, loss: 1.2728, grad_norm: 8.8279 2020-10-12 01:26:27,925 - mmaction - INFO - Epoch [28][160/3520] lr: 7.500e-04, eta: 22:40:46, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8854, loss_cls: 1.2468, loss: 1.2468, grad_norm: 8.4376 2020-10-12 01:26:47,797 - mmaction - INFO - Epoch [28][180/3520] lr: 7.500e-04, eta: 22:40:25, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8844, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.4999 2020-10-12 01:27:07,437 - mmaction - INFO - Epoch [28][200/3520] lr: 7.500e-04, eta: 22:40:05, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8854, loss_cls: 1.1869, loss: 1.1869, grad_norm: 8.5363 2020-10-12 01:27:27,189 - mmaction - INFO - Epoch [28][220/3520] lr: 7.500e-04, eta: 22:39:44, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8823, loss_cls: 1.1817, loss: 1.1817, grad_norm: 8.2954 2020-10-12 01:27:46,440 - mmaction - INFO - Epoch [28][240/3520] lr: 7.500e-04, eta: 22:39:23, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.9042, loss_cls: 1.1390, loss: 1.1390, grad_norm: 8.6569 2020-10-12 01:28:06,065 - mmaction - INFO - Epoch [28][260/3520] lr: 7.500e-04, eta: 22:39:02, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.2697 2020-10-12 01:28:25,565 - mmaction - INFO - Epoch [28][280/3520] lr: 7.500e-04, eta: 22:38:41, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8771, loss_cls: 1.2804, loss: 1.2804, grad_norm: 8.6522 2020-10-12 01:28:45,144 - mmaction - INFO - Epoch [28][300/3520] lr: 7.500e-04, eta: 22:38:21, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8865, loss_cls: 1.2137, loss: 1.2137, grad_norm: 8.7193 2020-10-12 01:29:04,775 - mmaction - INFO - Epoch [28][320/3520] lr: 7.500e-04, eta: 22:38:00, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8708, loss_cls: 1.3210, loss: 1.3210, grad_norm: 8.9392 2020-10-12 01:29:25,287 - mmaction - INFO - Epoch [28][340/3520] lr: 7.500e-04, eta: 22:37:40, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8927, loss_cls: 1.2331, loss: 1.2331, grad_norm: 8.7392 2020-10-12 01:29:45,370 - mmaction - INFO - Epoch [28][360/3520] lr: 7.500e-04, eta: 22:37:20, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8927, loss_cls: 1.1947, loss: 1.1947, grad_norm: 8.7316 2020-10-12 01:30:05,569 - mmaction - INFO - Epoch [28][380/3520] lr: 7.500e-04, eta: 22:37:00, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8990, loss_cls: 1.2099, loss: 1.2099, grad_norm: 8.6439 2020-10-12 01:30:25,285 - mmaction - INFO - Epoch [28][400/3520] lr: 7.500e-04, eta: 22:36:39, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8750, loss_cls: 1.3190, loss: 1.3190, grad_norm: 8.9568 2020-10-12 01:30:45,967 - mmaction - INFO - Epoch [28][420/3520] lr: 7.500e-04, eta: 22:36:19, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8844, loss_cls: 1.2403, loss: 1.2403, grad_norm: 8.4782 2020-10-12 01:31:05,243 - mmaction - INFO - Epoch [28][440/3520] lr: 7.500e-04, eta: 22:35:58, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8802, loss_cls: 1.2590, loss: 1.2590, grad_norm: 8.6069 2020-10-12 01:31:24,761 - mmaction - INFO - Epoch [28][460/3520] lr: 7.500e-04, eta: 22:35:37, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8781, loss_cls: 1.2327, loss: 1.2327, grad_norm: 8.5445 2020-10-12 01:31:44,264 - mmaction - INFO - Epoch [28][480/3520] lr: 7.500e-04, eta: 22:35:17, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8979, loss_cls: 1.2428, loss: 1.2428, grad_norm: 8.6290 2020-10-12 01:32:03,911 - mmaction - INFO - Epoch [28][500/3520] lr: 7.500e-04, eta: 22:34:56, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8771, loss_cls: 1.2747, loss: 1.2747, grad_norm: 8.7406 2020-10-12 01:32:23,705 - mmaction - INFO - Epoch [28][520/3520] lr: 7.500e-04, eta: 22:34:35, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8885, loss_cls: 1.1917, loss: 1.1917, grad_norm: 8.3480 2020-10-12 01:32:43,078 - mmaction - INFO - Epoch [28][540/3520] lr: 7.500e-04, eta: 22:34:14, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8740, loss_cls: 1.2528, loss: 1.2528, grad_norm: 8.6531 2020-10-12 01:33:02,679 - mmaction - INFO - Epoch [28][560/3520] lr: 7.500e-04, eta: 22:33:54, time: 0.981, data_time: 0.008, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8729, loss_cls: 1.2743, loss: 1.2743, grad_norm: 8.8470 2020-10-12 01:33:22,307 - mmaction - INFO - Epoch [28][580/3520] lr: 7.500e-04, eta: 22:33:33, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8906, loss_cls: 1.2154, loss: 1.2154, grad_norm: 8.9703 2020-10-12 01:33:41,946 - mmaction - INFO - Epoch [28][600/3520] lr: 7.500e-04, eta: 22:33:12, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.6931 2020-10-12 01:34:01,375 - mmaction - INFO - Epoch [28][620/3520] lr: 7.500e-04, eta: 22:32:51, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8937, loss_cls: 1.2524, loss: 1.2524, grad_norm: 8.5269 2020-10-12 01:34:21,302 - mmaction - INFO - Epoch [28][640/3520] lr: 7.500e-04, eta: 22:32:31, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8948, loss_cls: 1.2151, loss: 1.2151, grad_norm: 8.6159 2020-10-12 01:34:40,995 - mmaction - INFO - Epoch [28][660/3520] lr: 7.500e-04, eta: 22:32:10, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8802, loss_cls: 1.3070, loss: 1.3070, grad_norm: 8.6372 2020-10-12 01:35:00,795 - mmaction - INFO - Epoch [28][680/3520] lr: 7.500e-04, eta: 22:31:50, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8865, loss_cls: 1.2672, loss: 1.2672, grad_norm: 8.8430 2020-10-12 01:35:20,204 - mmaction - INFO - Epoch [28][700/3520] lr: 7.500e-04, eta: 22:31:29, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8948, loss_cls: 1.1763, loss: 1.1763, grad_norm: 8.3571 2020-10-12 01:35:39,745 - mmaction - INFO - Epoch [28][720/3520] lr: 7.500e-04, eta: 22:31:08, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8865, loss_cls: 1.2463, loss: 1.2463, grad_norm: 8.7151 2020-10-12 01:35:59,580 - mmaction - INFO - Epoch [28][740/3520] lr: 7.500e-04, eta: 22:30:48, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8813, loss_cls: 1.2905, loss: 1.2905, grad_norm: 8.4518 2020-10-12 01:36:19,057 - mmaction - INFO - Epoch [28][760/3520] lr: 7.500e-04, eta: 22:30:27, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.1985, loss: 1.1985, grad_norm: 8.4331 2020-10-12 01:36:38,507 - mmaction - INFO - Epoch [28][780/3520] lr: 7.500e-04, eta: 22:30:06, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8917, loss_cls: 1.2203, loss: 1.2203, grad_norm: 8.4693 2020-10-12 01:36:58,232 - mmaction - INFO - Epoch [28][800/3520] lr: 7.500e-04, eta: 22:29:45, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8781, loss_cls: 1.2489, loss: 1.2489, grad_norm: 8.6742 2020-10-12 01:37:18,021 - mmaction - INFO - Epoch [28][820/3520] lr: 7.500e-04, eta: 22:29:25, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8865, loss_cls: 1.2658, loss: 1.2658, grad_norm: 8.7147 2020-10-12 01:37:37,594 - mmaction - INFO - Epoch [28][840/3520] lr: 7.500e-04, eta: 22:29:04, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8979, loss_cls: 1.1691, loss: 1.1691, grad_norm: 8.6166 2020-10-12 01:37:57,432 - mmaction - INFO - Epoch [28][860/3520] lr: 7.500e-04, eta: 22:28:44, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8833, loss_cls: 1.2447, loss: 1.2447, grad_norm: 8.5377 2020-10-12 01:38:16,729 - mmaction - INFO - Epoch [28][880/3520] lr: 7.500e-04, eta: 22:28:23, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9021, loss_cls: 1.1427, loss: 1.1427, grad_norm: 8.6199 2020-10-12 01:38:36,141 - mmaction - INFO - Epoch [28][900/3520] lr: 7.500e-04, eta: 22:28:02, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8760, loss_cls: 1.2832, loss: 1.2832, grad_norm: 8.6881 2020-10-12 01:38:55,997 - mmaction - INFO - Epoch [28][920/3520] lr: 7.500e-04, eta: 22:27:41, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8958, loss_cls: 1.2328, loss: 1.2328, grad_norm: 8.5843 2020-10-12 01:39:15,874 - mmaction - INFO - Epoch [28][940/3520] lr: 7.500e-04, eta: 22:27:21, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8844, loss_cls: 1.2217, loss: 1.2217, grad_norm: 8.5497 2020-10-12 01:39:35,078 - mmaction - INFO - Epoch [28][960/3520] lr: 7.500e-04, eta: 22:27:00, time: 0.961, data_time: 0.003, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8500, loss_cls: 1.3930, loss: 1.3930, grad_norm: 9.3433 2020-10-12 01:39:54,855 - mmaction - INFO - Epoch [28][980/3520] lr: 7.500e-04, eta: 22:26:39, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8854, loss_cls: 1.2693, loss: 1.2693, grad_norm: 8.8137 2020-10-12 01:40:14,141 - mmaction - INFO - Epoch [28][1000/3520] lr: 7.500e-04, eta: 22:26:18, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8844, loss_cls: 1.2174, loss: 1.2174, grad_norm: 8.6615 2020-10-12 01:40:33,941 - mmaction - INFO - Epoch [28][1020/3520] lr: 7.500e-04, eta: 22:25:58, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.2205, loss: 1.2205, grad_norm: 8.9129 2020-10-12 01:40:53,108 - mmaction - INFO - Epoch [28][1040/3520] lr: 7.500e-04, eta: 22:25:37, time: 0.961, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9000, loss_cls: 1.1648, loss: 1.1648, grad_norm: 8.5927 2020-10-12 01:41:13,114 - mmaction - INFO - Epoch [28][1060/3520] lr: 7.500e-04, eta: 22:25:16, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9000, loss_cls: 1.1600, loss: 1.1600, grad_norm: 8.6531 2020-10-12 01:41:32,397 - mmaction - INFO - Epoch [28][1080/3520] lr: 7.500e-04, eta: 22:24:55, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8802, loss_cls: 1.3478, loss: 1.3478, grad_norm: 9.1616 2020-10-12 01:41:51,825 - mmaction - INFO - Epoch [28][1100/3520] lr: 7.500e-04, eta: 22:24:34, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8927, loss_cls: 1.2454, loss: 1.2454, grad_norm: 8.9667 2020-10-12 01:42:11,470 - mmaction - INFO - Epoch [28][1120/3520] lr: 7.500e-04, eta: 22:24:14, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8781, loss_cls: 1.3083, loss: 1.3083, grad_norm: 8.7342 2020-10-12 01:42:31,683 - mmaction - INFO - Epoch [28][1140/3520] lr: 7.500e-04, eta: 22:23:54, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8812, loss_cls: 1.2501, loss: 1.2501, grad_norm: 8.7565 2020-10-12 01:42:50,644 - mmaction - INFO - Epoch [28][1160/3520] lr: 7.500e-04, eta: 22:23:32, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8979, loss_cls: 1.1790, loss: 1.1790, grad_norm: 8.4405 2020-10-12 01:43:10,358 - mmaction - INFO - Epoch [28][1180/3520] lr: 7.500e-04, eta: 22:23:12, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8865, loss_cls: 1.2552, loss: 1.2552, grad_norm: 8.8008 2020-10-12 01:43:29,770 - mmaction - INFO - Epoch [28][1200/3520] lr: 7.500e-04, eta: 22:22:51, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8719, loss_cls: 1.2509, loss: 1.2509, grad_norm: 8.5629 2020-10-12 01:43:49,308 - mmaction - INFO - Epoch [28][1220/3520] lr: 7.500e-04, eta: 22:22:30, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8865, loss_cls: 1.2129, loss: 1.2129, grad_norm: 8.6135 2020-10-12 01:44:08,767 - mmaction - INFO - Epoch [28][1240/3520] lr: 7.500e-04, eta: 22:22:09, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8781, loss_cls: 1.2667, loss: 1.2667, grad_norm: 8.6623 2020-10-12 01:44:29,550 - mmaction - INFO - Epoch [28][1260/3520] lr: 7.500e-04, eta: 22:21:50, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9010, loss_cls: 1.1415, loss: 1.1415, grad_norm: 8.3231 2020-10-12 01:44:49,127 - mmaction - INFO - Epoch [28][1280/3520] lr: 7.500e-04, eta: 22:21:29, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8854, loss_cls: 1.2359, loss: 1.2359, grad_norm: 8.7560 2020-10-12 01:45:09,120 - mmaction - INFO - Epoch [28][1300/3520] lr: 7.500e-04, eta: 22:21:08, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8927, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.9233 2020-10-12 01:45:28,674 - mmaction - INFO - Epoch [28][1320/3520] lr: 7.500e-04, eta: 22:20:48, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8938, loss_cls: 1.2464, loss: 1.2464, grad_norm: 8.8083 2020-10-12 01:45:48,196 - mmaction - INFO - Epoch [28][1340/3520] lr: 7.500e-04, eta: 22:20:27, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8688, loss_cls: 1.2956, loss: 1.2956, grad_norm: 9.1225 2020-10-12 01:46:07,801 - mmaction - INFO - Epoch [28][1360/3520] lr: 7.500e-04, eta: 22:20:06, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8958, loss_cls: 1.1555, loss: 1.1555, grad_norm: 8.3789 2020-10-12 01:46:27,358 - mmaction - INFO - Epoch [28][1380/3520] lr: 7.500e-04, eta: 22:19:45, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8833, loss_cls: 1.2004, loss: 1.2004, grad_norm: 8.5163 2020-10-12 01:46:46,983 - mmaction - INFO - Epoch [28][1400/3520] lr: 7.500e-04, eta: 22:19:25, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8823, loss_cls: 1.2833, loss: 1.2833, grad_norm: 8.9546 2020-10-12 01:47:06,505 - mmaction - INFO - Epoch [28][1420/3520] lr: 7.500e-04, eta: 22:19:04, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8771, loss_cls: 1.3162, loss: 1.3162, grad_norm: 8.6535 2020-10-12 01:47:26,315 - mmaction - INFO - Epoch [28][1440/3520] lr: 7.500e-04, eta: 22:18:43, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8802, loss_cls: 1.2581, loss: 1.2581, grad_norm: 8.6451 2020-10-12 01:47:46,004 - mmaction - INFO - Epoch [28][1460/3520] lr: 7.500e-04, eta: 22:18:23, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9031, loss_cls: 1.1486, loss: 1.1486, grad_norm: 8.6076 2020-10-12 01:48:05,964 - mmaction - INFO - Epoch [28][1480/3520] lr: 7.500e-04, eta: 22:18:02, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8885, loss_cls: 1.1783, loss: 1.1783, grad_norm: 8.8325 2020-10-12 01:48:25,369 - mmaction - INFO - Epoch [28][1500/3520] lr: 7.500e-04, eta: 22:17:42, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8948, loss_cls: 1.2281, loss: 1.2281, grad_norm: 8.9143 2020-10-12 01:48:46,726 - mmaction - INFO - Epoch [28][1520/3520] lr: 7.500e-04, eta: 22:17:22, time: 1.069, data_time: 0.003, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8885, loss_cls: 1.2584, loss: 1.2584, grad_norm: 8.5449 2020-10-12 01:49:06,840 - mmaction - INFO - Epoch [28][1540/3520] lr: 7.500e-04, eta: 22:17:02, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8844, loss_cls: 1.2457, loss: 1.2457, grad_norm: 8.5453 2020-10-12 01:49:27,026 - mmaction - INFO - Epoch [28][1560/3520] lr: 7.500e-04, eta: 22:16:42, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8813, loss_cls: 1.2438, loss: 1.2438, grad_norm: 8.5387 2020-10-12 01:49:46,014 - mmaction - INFO - Epoch [28][1580/3520] lr: 7.500e-04, eta: 22:16:21, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.1768, loss: 1.1768, grad_norm: 8.3349 2020-10-12 01:50:06,053 - mmaction - INFO - Epoch [28][1600/3520] lr: 7.500e-04, eta: 22:16:00, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8948, loss_cls: 1.2053, loss: 1.2053, grad_norm: 8.3832 2020-10-12 01:50:26,112 - mmaction - INFO - Epoch [28][1620/3520] lr: 7.500e-04, eta: 22:15:40, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.2264, loss: 1.2264, grad_norm: 8.6959 2020-10-12 01:50:46,815 - mmaction - INFO - Epoch [28][1640/3520] lr: 7.500e-04, eta: 22:15:20, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8698, loss_cls: 1.3128, loss: 1.3128, grad_norm: 9.0092 2020-10-12 01:51:05,854 - mmaction - INFO - Epoch [28][1660/3520] lr: 7.500e-04, eta: 22:14:59, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8844, loss_cls: 1.2556, loss: 1.2556, grad_norm: 8.7456 2020-10-12 01:51:26,306 - mmaction - INFO - Epoch [28][1680/3520] lr: 7.500e-04, eta: 22:14:39, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.6825 2020-10-12 01:51:45,875 - mmaction - INFO - Epoch [28][1700/3520] lr: 7.500e-04, eta: 22:14:18, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8823, loss_cls: 1.2983, loss: 1.2983, grad_norm: 8.6207 2020-10-12 01:52:05,490 - mmaction - INFO - Epoch [28][1720/3520] lr: 7.500e-04, eta: 22:13:58, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8823, loss_cls: 1.2539, loss: 1.2539, grad_norm: 8.7995 2020-10-12 01:52:26,747 - mmaction - INFO - Epoch [28][1740/3520] lr: 7.500e-04, eta: 22:13:38, time: 1.066, data_time: 0.007, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8917, loss_cls: 1.2316, loss: 1.2316, grad_norm: 8.8992 2020-10-12 01:52:46,253 - mmaction - INFO - Epoch [28][1760/3520] lr: 7.500e-04, eta: 22:13:18, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8729, loss_cls: 1.3019, loss: 1.3019, grad_norm: 9.0210 2020-10-12 01:53:06,854 - mmaction - INFO - Epoch [28][1780/3520] lr: 7.500e-04, eta: 22:12:58, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8781, loss_cls: 1.3314, loss: 1.3314, grad_norm: 9.0036 2020-10-12 01:53:26,168 - mmaction - INFO - Epoch [28][1800/3520] lr: 7.500e-04, eta: 22:12:37, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8844, loss_cls: 1.2751, loss: 1.2751, grad_norm: 8.7203 2020-10-12 01:53:45,110 - mmaction - INFO - Epoch [28][1820/3520] lr: 7.500e-04, eta: 22:12:16, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8771, loss_cls: 1.2595, loss: 1.2595, grad_norm: 8.6517 2020-10-12 01:54:04,880 - mmaction - INFO - Epoch [28][1840/3520] lr: 7.500e-04, eta: 22:11:55, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8740, loss_cls: 1.2959, loss: 1.2959, grad_norm: 8.9310 2020-10-12 01:54:25,105 - mmaction - INFO - Epoch [28][1860/3520] lr: 7.500e-04, eta: 22:11:35, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8802, loss_cls: 1.2635, loss: 1.2635, grad_norm: 8.7994 2020-10-12 01:54:44,580 - mmaction - INFO - Epoch [28][1880/3520] lr: 7.500e-04, eta: 22:11:14, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8781, loss_cls: 1.2850, loss: 1.2850, grad_norm: 8.8879 2020-10-12 01:55:05,248 - mmaction - INFO - Epoch [28][1900/3520] lr: 7.500e-04, eta: 22:10:54, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8812, loss_cls: 1.2475, loss: 1.2475, grad_norm: 8.8633 2020-10-12 01:55:24,830 - mmaction - INFO - Epoch [28][1920/3520] lr: 7.500e-04, eta: 22:10:33, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8635, loss_cls: 1.2430, loss: 1.2430, grad_norm: 8.4543 2020-10-12 01:55:44,504 - mmaction - INFO - Epoch [28][1940/3520] lr: 7.500e-04, eta: 22:10:13, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8833, loss_cls: 1.2576, loss: 1.2576, grad_norm: 8.8051 2020-10-12 01:56:04,285 - mmaction - INFO - Epoch [28][1960/3520] lr: 7.500e-04, eta: 22:09:52, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8823, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.9225 2020-10-12 01:56:24,066 - mmaction - INFO - Epoch [28][1980/3520] lr: 7.500e-04, eta: 22:09:32, time: 0.990, data_time: 0.008, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8865, loss_cls: 1.2461, loss: 1.2461, grad_norm: 8.8728 2020-10-12 01:56:43,410 - mmaction - INFO - Epoch [28][2000/3520] lr: 7.500e-04, eta: 22:09:11, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8802, loss_cls: 1.2777, loss: 1.2777, grad_norm: 8.9251 2020-10-12 01:57:03,330 - mmaction - INFO - Epoch [28][2020/3520] lr: 7.500e-04, eta: 22:08:50, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8792, loss_cls: 1.2282, loss: 1.2282, grad_norm: 8.7761 2020-10-12 01:57:24,205 - mmaction - INFO - Epoch [28][2040/3520] lr: 7.500e-04, eta: 22:08:31, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8802, loss_cls: 1.2795, loss: 1.2795, grad_norm: 8.8947 2020-10-12 01:57:44,150 - mmaction - INFO - Epoch [28][2060/3520] lr: 7.500e-04, eta: 22:08:10, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8958, loss_cls: 1.2098, loss: 1.2098, grad_norm: 8.6631 2020-10-12 01:58:03,012 - mmaction - INFO - Epoch [28][2080/3520] lr: 7.500e-04, eta: 22:07:49, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2845, loss: 1.2845, grad_norm: 8.8229 2020-10-12 01:58:22,396 - mmaction - INFO - Epoch [28][2100/3520] lr: 7.500e-04, eta: 22:07:28, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8760, loss_cls: 1.2410, loss: 1.2410, grad_norm: 8.7001 2020-10-12 01:58:41,741 - mmaction - INFO - Epoch [28][2120/3520] lr: 7.500e-04, eta: 22:07:07, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8771, loss_cls: 1.2616, loss: 1.2616, grad_norm: 8.7370 2020-10-12 01:59:01,368 - mmaction - INFO - Epoch [28][2140/3520] lr: 7.500e-04, eta: 22:06:47, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9083, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.5222 2020-10-12 01:59:20,307 - mmaction - INFO - Epoch [28][2160/3520] lr: 7.500e-04, eta: 22:06:25, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8958, loss_cls: 1.2220, loss: 1.2220, grad_norm: 8.8363 2020-10-12 01:59:39,769 - mmaction - INFO - Epoch [28][2180/3520] lr: 7.500e-04, eta: 22:06:05, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9000, loss_cls: 1.1601, loss: 1.1601, grad_norm: 8.4724 2020-10-12 01:59:59,074 - mmaction - INFO - Epoch [28][2200/3520] lr: 7.500e-04, eta: 22:05:44, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8719, loss_cls: 1.3162, loss: 1.3162, grad_norm: 9.1078 2020-10-12 02:00:19,400 - mmaction - INFO - Epoch [28][2220/3520] lr: 7.500e-04, eta: 22:05:24, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9000, loss_cls: 1.1518, loss: 1.1518, grad_norm: 8.4642 2020-10-12 02:00:40,061 - mmaction - INFO - Epoch [28][2240/3520] lr: 7.500e-04, eta: 22:05:04, time: 1.038, data_time: 0.010, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8969, loss_cls: 1.2345, loss: 1.2345, grad_norm: 9.0477 2020-10-12 02:00:59,562 - mmaction - INFO - Epoch [28][2260/3520] lr: 7.500e-04, eta: 22:04:43, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8865, loss_cls: 1.2187, loss: 1.2187, grad_norm: 8.4108 2020-10-12 02:01:18,529 - mmaction - INFO - Epoch [28][2280/3520] lr: 7.500e-04, eta: 22:04:22, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8677, loss_cls: 1.3143, loss: 1.3143, grad_norm: 8.8766 2020-10-12 02:01:38,198 - mmaction - INFO - Epoch [28][2300/3520] lr: 7.500e-04, eta: 22:04:01, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8760, loss_cls: 1.2698, loss: 1.2698, grad_norm: 9.0222 2020-10-12 02:01:57,886 - mmaction - INFO - Epoch [28][2320/3520] lr: 7.500e-04, eta: 22:03:41, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8771, loss_cls: 1.2410, loss: 1.2410, grad_norm: 8.9848 2020-10-12 02:02:17,680 - mmaction - INFO - Epoch [28][2340/3520] lr: 7.500e-04, eta: 22:03:20, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.9031, loss_cls: 1.1932, loss: 1.1932, grad_norm: 8.6435 2020-10-12 02:02:37,725 - mmaction - INFO - Epoch [28][2360/3520] lr: 7.500e-04, eta: 22:03:00, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.6938, top5_acc: 0.9021, loss_cls: 1.1843, loss: 1.1843, grad_norm: 8.8214 2020-10-12 02:02:57,614 - mmaction - INFO - Epoch [28][2380/3520] lr: 7.500e-04, eta: 22:02:39, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8948, loss_cls: 1.2106, loss: 1.2106, grad_norm: 8.8425 2020-10-12 02:03:16,668 - mmaction - INFO - Epoch [28][2400/3520] lr: 7.500e-04, eta: 22:02:18, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8865, loss_cls: 1.2391, loss: 1.2391, grad_norm: 8.8610 2020-10-12 02:03:36,199 - mmaction - INFO - Epoch [28][2420/3520] lr: 7.500e-04, eta: 22:01:57, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8646, loss_cls: 1.3454, loss: 1.3454, grad_norm: 9.0864 2020-10-12 02:03:56,237 - mmaction - INFO - Epoch [28][2440/3520] lr: 7.500e-04, eta: 22:01:37, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8646, loss_cls: 1.3125, loss: 1.3125, grad_norm: 9.0098 2020-10-12 02:04:15,414 - mmaction - INFO - Epoch [28][2460/3520] lr: 7.500e-04, eta: 22:01:16, time: 0.960, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8781, loss_cls: 1.3180, loss: 1.3180, grad_norm: 9.2936 2020-10-12 02:04:35,050 - mmaction - INFO - Epoch [28][2480/3520] lr: 7.500e-04, eta: 22:00:55, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8813, loss_cls: 1.1993, loss: 1.1993, grad_norm: 8.5968 2020-10-12 02:04:54,975 - mmaction - INFO - Epoch [28][2500/3520] lr: 7.500e-04, eta: 22:00:35, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8865, loss_cls: 1.2335, loss: 1.2335, grad_norm: 8.6798 2020-10-12 02:05:14,293 - mmaction - INFO - Epoch [28][2520/3520] lr: 7.500e-04, eta: 22:00:14, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1639, loss: 1.1639, grad_norm: 8.5143 2020-10-12 02:05:33,753 - mmaction - INFO - Epoch [28][2540/3520] lr: 7.500e-04, eta: 21:59:53, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8760, loss_cls: 1.2966, loss: 1.2966, grad_norm: 9.2867 2020-10-12 02:05:53,887 - mmaction - INFO - Epoch [28][2560/3520] lr: 7.500e-04, eta: 21:59:33, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8865, loss_cls: 1.2221, loss: 1.2221, grad_norm: 8.7196 2020-10-12 02:06:12,612 - mmaction - INFO - Epoch [28][2580/3520] lr: 7.500e-04, eta: 21:59:12, time: 0.940, data_time: 0.007, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8656, loss_cls: 1.2919, loss: 1.2919, grad_norm: 8.8077 2020-10-12 02:06:31,919 - mmaction - INFO - Epoch [28][2600/3520] lr: 7.500e-04, eta: 21:58:51, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8854, loss_cls: 1.2774, loss: 1.2774, grad_norm: 8.7419 2020-10-12 02:06:51,145 - mmaction - INFO - Epoch [28][2620/3520] lr: 7.500e-04, eta: 21:58:30, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8875, loss_cls: 1.2001, loss: 1.2001, grad_norm: 8.8582 2020-10-12 02:07:10,318 - mmaction - INFO - Epoch [28][2640/3520] lr: 7.500e-04, eta: 21:58:09, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9125, loss_cls: 1.1594, loss: 1.1594, grad_norm: 8.9059 2020-10-12 02:07:29,626 - mmaction - INFO - Epoch [28][2660/3520] lr: 7.500e-04, eta: 21:57:48, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8823, loss_cls: 1.2609, loss: 1.2609, grad_norm: 9.2398 2020-10-12 02:07:49,580 - mmaction - INFO - Epoch [28][2680/3520] lr: 7.500e-04, eta: 21:57:27, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8740, loss_cls: 1.3181, loss: 1.3181, grad_norm: 8.8178 2020-10-12 02:08:08,942 - mmaction - INFO - Epoch [28][2700/3520] lr: 7.500e-04, eta: 21:57:07, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8708, loss_cls: 1.2933, loss: 1.2933, grad_norm: 9.1385 2020-10-12 02:08:27,930 - mmaction - INFO - Epoch [28][2720/3520] lr: 7.500e-04, eta: 21:56:45, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8865, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.6249 2020-10-12 02:08:47,180 - mmaction - INFO - Epoch [28][2740/3520] lr: 7.500e-04, eta: 21:56:25, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8865, loss_cls: 1.2995, loss: 1.2995, grad_norm: 9.1987 2020-10-12 02:09:06,577 - mmaction - INFO - Epoch [28][2760/3520] lr: 7.500e-04, eta: 21:56:04, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8885, loss_cls: 1.1864, loss: 1.1864, grad_norm: 8.8297 2020-10-12 02:09:25,887 - mmaction - INFO - Epoch [28][2780/3520] lr: 7.500e-04, eta: 21:55:43, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8833, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.8464 2020-10-12 02:09:45,171 - mmaction - INFO - Epoch [28][2800/3520] lr: 7.500e-04, eta: 21:55:22, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8750, loss_cls: 1.2993, loss: 1.2993, grad_norm: 8.9969 2020-10-12 02:10:04,856 - mmaction - INFO - Epoch [28][2820/3520] lr: 7.500e-04, eta: 21:55:01, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8990, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.8378 2020-10-12 02:10:24,445 - mmaction - INFO - Epoch [28][2840/3520] lr: 7.500e-04, eta: 21:54:41, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8802, loss_cls: 1.2507, loss: 1.2507, grad_norm: 9.0464 2020-10-12 02:10:43,704 - mmaction - INFO - Epoch [28][2860/3520] lr: 7.500e-04, eta: 21:54:20, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8729, loss_cls: 1.2745, loss: 1.2745, grad_norm: 8.9428 2020-10-12 02:11:02,835 - mmaction - INFO - Epoch [28][2880/3520] lr: 7.500e-04, eta: 21:53:59, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8750, loss_cls: 1.2488, loss: 1.2488, grad_norm: 8.7977 2020-10-12 02:11:22,245 - mmaction - INFO - Epoch [28][2900/3520] lr: 7.500e-04, eta: 21:53:38, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8833, loss_cls: 1.2110, loss: 1.2110, grad_norm: 8.8151 2020-10-12 02:11:42,406 - mmaction - INFO - Epoch [28][2920/3520] lr: 7.500e-04, eta: 21:53:18, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8781, loss_cls: 1.3119, loss: 1.3119, grad_norm: 8.8554 2020-10-12 02:12:01,263 - mmaction - INFO - Epoch [28][2940/3520] lr: 7.500e-04, eta: 21:52:56, time: 0.939, data_time: 0.004, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8719, loss_cls: 1.2697, loss: 1.2697, grad_norm: 8.8564 2020-10-12 02:12:20,582 - mmaction - INFO - Epoch [28][2960/3520] lr: 7.500e-04, eta: 21:52:35, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8906, loss_cls: 1.2300, loss: 1.2300, grad_norm: 8.9934 2020-10-12 02:12:39,844 - mmaction - INFO - Epoch [28][2980/3520] lr: 7.500e-04, eta: 21:52:14, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8812, loss_cls: 1.2527, loss: 1.2527, grad_norm: 8.9257 2020-10-12 02:12:59,432 - mmaction - INFO - Epoch [28][3000/3520] lr: 7.500e-04, eta: 21:51:54, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8708, loss_cls: 1.3390, loss: 1.3390, grad_norm: 9.1221 2020-10-12 02:13:18,902 - mmaction - INFO - Epoch [28][3020/3520] lr: 7.500e-04, eta: 21:51:33, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2767, loss: 1.2767, grad_norm: 8.7946 2020-10-12 02:13:37,790 - mmaction - INFO - Epoch [28][3040/3520] lr: 7.500e-04, eta: 21:51:12, time: 0.945, data_time: 0.002, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8740, loss_cls: 1.2902, loss: 1.2902, grad_norm: 9.0099 2020-10-12 02:13:57,377 - mmaction - INFO - Epoch [28][3060/3520] lr: 7.500e-04, eta: 21:50:51, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.9010, loss_cls: 1.2501, loss: 1.2501, grad_norm: 8.9294 2020-10-12 02:14:17,887 - mmaction - INFO - Epoch [28][3080/3520] lr: 7.500e-04, eta: 21:50:31, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8823, loss_cls: 1.2613, loss: 1.2613, grad_norm: 8.8691 2020-10-12 02:14:36,633 - mmaction - INFO - Epoch [28][3100/3520] lr: 7.500e-04, eta: 21:50:10, time: 0.937, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8854, loss_cls: 1.2570, loss: 1.2570, grad_norm: 8.9056 2020-10-12 02:14:56,846 - mmaction - INFO - Epoch [28][3120/3520] lr: 7.500e-04, eta: 21:49:50, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8792, loss_cls: 1.2520, loss: 1.2520, grad_norm: 8.9152 2020-10-12 02:15:16,025 - mmaction - INFO - Epoch [28][3140/3520] lr: 7.500e-04, eta: 21:49:29, time: 0.960, data_time: 0.006, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8865, loss_cls: 1.2771, loss: 1.2771, grad_norm: 9.0152 2020-10-12 02:15:35,314 - mmaction - INFO - Epoch [28][3160/3520] lr: 7.500e-04, eta: 21:49:08, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8740, loss_cls: 1.2693, loss: 1.2693, grad_norm: 9.0118 2020-10-12 02:15:54,776 - mmaction - INFO - Epoch [28][3180/3520] lr: 7.500e-04, eta: 21:48:47, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8844, loss_cls: 1.2258, loss: 1.2258, grad_norm: 8.8394 2020-10-12 02:16:14,149 - mmaction - INFO - Epoch [28][3200/3520] lr: 7.500e-04, eta: 21:48:26, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8792, loss_cls: 1.2200, loss: 1.2200, grad_norm: 8.4147 2020-10-12 02:16:33,439 - mmaction - INFO - Epoch [28][3220/3520] lr: 7.500e-04, eta: 21:48:05, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8885, loss_cls: 1.2350, loss: 1.2350, grad_norm: 8.6872 2020-10-12 02:16:53,148 - mmaction - INFO - Epoch [28][3240/3520] lr: 7.500e-04, eta: 21:47:45, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8740, loss_cls: 1.2512, loss: 1.2512, grad_norm: 9.1434 2020-10-12 02:17:12,399 - mmaction - INFO - Epoch [28][3260/3520] lr: 7.500e-04, eta: 21:47:24, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8760, loss_cls: 1.3030, loss: 1.3030, grad_norm: 8.9614 2020-10-12 02:17:32,090 - mmaction - INFO - Epoch [28][3280/3520] lr: 7.500e-04, eta: 21:47:03, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8854, loss_cls: 1.2070, loss: 1.2070, grad_norm: 9.0066 2020-10-12 02:17:51,011 - mmaction - INFO - Epoch [28][3300/3520] lr: 7.500e-04, eta: 21:46:42, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8698, loss_cls: 1.2564, loss: 1.2564, grad_norm: 8.8820 2020-10-12 02:18:10,427 - mmaction - INFO - Epoch [28][3320/3520] lr: 7.500e-04, eta: 21:46:21, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8875, loss_cls: 1.2561, loss: 1.2561, grad_norm: 8.8896 2020-10-12 02:18:29,754 - mmaction - INFO - Epoch [28][3340/3520] lr: 7.500e-04, eta: 21:46:00, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8823, loss_cls: 1.2133, loss: 1.2133, grad_norm: 8.9509 2020-10-12 02:18:49,158 - mmaction - INFO - Epoch [28][3360/3520] lr: 7.500e-04, eta: 21:45:39, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8990, loss_cls: 1.1710, loss: 1.1710, grad_norm: 8.8111 2020-10-12 02:19:08,772 - mmaction - INFO - Epoch [28][3380/3520] lr: 7.500e-04, eta: 21:45:19, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8802, loss_cls: 1.2993, loss: 1.2993, grad_norm: 9.1384 2020-10-12 02:19:28,490 - mmaction - INFO - Epoch [28][3400/3520] lr: 7.500e-04, eta: 21:44:58, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8781, loss_cls: 1.2933, loss: 1.2933, grad_norm: 8.9410 2020-10-12 02:19:47,862 - mmaction - INFO - Epoch [28][3420/3520] lr: 7.500e-04, eta: 21:44:37, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8896, loss_cls: 1.2458, loss: 1.2458, grad_norm: 9.0725 2020-10-12 02:20:07,059 - mmaction - INFO - Epoch [28][3440/3520] lr: 7.500e-04, eta: 21:44:16, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8708, loss_cls: 1.2820, loss: 1.2820, grad_norm: 9.0444 2020-10-12 02:20:26,414 - mmaction - INFO - Epoch [28][3460/3520] lr: 7.500e-04, eta: 21:43:56, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8792, loss_cls: 1.2389, loss: 1.2389, grad_norm: 8.5935 2020-10-12 02:20:46,284 - mmaction - INFO - Epoch [28][3480/3520] lr: 7.500e-04, eta: 21:43:35, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8948, loss_cls: 1.2071, loss: 1.2071, grad_norm: 9.0494 2020-10-12 02:21:06,809 - mmaction - INFO - Epoch [28][3500/3520] lr: 7.500e-04, eta: 21:43:15, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8802, loss_cls: 1.2483, loss: 1.2483, grad_norm: 9.1934 2020-10-12 02:21:25,744 - mmaction - INFO - Epoch [28][3520/3520] lr: 7.500e-04, eta: 21:42:54, time: 0.950, data_time: 0.007, memory: 10390, top1_acc: 0.6467, top5_acc: 0.8663, loss_cls: 1.3809, loss: 1.3809, grad_norm: 9.5443 2020-10-12 02:21:26,077 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-10-12 02:22:00,378 - mmaction - INFO - Epoch [29][20/3520] lr: 7.500e-04, eta: 21:42:44, time: 1.686, data_time: 0.702, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8781, loss_cls: 1.2369, loss: 1.2369, grad_norm: 8.6953 2020-10-12 02:22:18,889 - mmaction - INFO - Epoch [29][40/3520] lr: 7.500e-04, eta: 21:42:23, time: 0.926, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8896, loss_cls: 1.1940, loss: 1.1940, grad_norm: 8.6530 2020-10-12 02:22:38,808 - mmaction - INFO - Epoch [29][60/3520] lr: 7.500e-04, eta: 21:42:03, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9010, loss_cls: 1.1435, loss: 1.1435, grad_norm: 8.4276 2020-10-12 02:22:57,833 - mmaction - INFO - Epoch [29][80/3520] lr: 7.500e-04, eta: 21:41:41, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8833, loss_cls: 1.2629, loss: 1.2629, grad_norm: 8.8966 2020-10-12 02:23:17,444 - mmaction - INFO - Epoch [29][100/3520] lr: 7.500e-04, eta: 21:41:21, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8729, loss_cls: 1.2262, loss: 1.2262, grad_norm: 8.4713 2020-10-12 02:23:36,490 - mmaction - INFO - Epoch [29][120/3520] lr: 7.500e-04, eta: 21:41:00, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8792, loss_cls: 1.2358, loss: 1.2358, grad_norm: 8.6856 2020-10-12 02:23:56,008 - mmaction - INFO - Epoch [29][140/3520] lr: 7.500e-04, eta: 21:40:39, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8688, loss_cls: 1.3155, loss: 1.3155, grad_norm: 8.9036 2020-10-12 02:24:15,787 - mmaction - INFO - Epoch [29][160/3520] lr: 7.500e-04, eta: 21:40:18, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8812, loss_cls: 1.2407, loss: 1.2407, grad_norm: 8.9208 2020-10-12 02:24:36,218 - mmaction - INFO - Epoch [29][180/3520] lr: 7.500e-04, eta: 21:39:58, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8844, loss_cls: 1.2523, loss: 1.2523, grad_norm: 8.9654 2020-10-12 02:24:55,498 - mmaction - INFO - Epoch [29][200/3520] lr: 7.500e-04, eta: 21:39:38, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8802, loss_cls: 1.2859, loss: 1.2859, grad_norm: 8.9635 2020-10-12 02:25:15,812 - mmaction - INFO - Epoch [29][220/3520] lr: 7.500e-04, eta: 21:39:17, time: 1.018, data_time: 0.008, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8792, loss_cls: 1.2854, loss: 1.2854, grad_norm: 9.0477 2020-10-12 02:25:35,270 - mmaction - INFO - Epoch [29][240/3520] lr: 7.500e-04, eta: 21:38:57, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8802, loss_cls: 1.2732, loss: 1.2732, grad_norm: 8.9814 2020-10-12 02:25:54,709 - mmaction - INFO - Epoch [29][260/3520] lr: 7.500e-04, eta: 21:38:36, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.9063, loss_cls: 1.1861, loss: 1.1861, grad_norm: 8.8371 2020-10-12 02:26:14,350 - mmaction - INFO - Epoch [29][280/3520] lr: 7.500e-04, eta: 21:38:15, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8896, loss_cls: 1.2177, loss: 1.2177, grad_norm: 8.9582 2020-10-12 02:26:35,342 - mmaction - INFO - Epoch [29][300/3520] lr: 7.500e-04, eta: 21:37:56, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9021, loss_cls: 1.1104, loss: 1.1104, grad_norm: 8.7062 2020-10-12 02:26:54,541 - mmaction - INFO - Epoch [29][320/3520] lr: 7.500e-04, eta: 21:37:35, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8927, loss_cls: 1.1927, loss: 1.1927, grad_norm: 8.8267 2020-10-12 02:27:14,745 - mmaction - INFO - Epoch [29][340/3520] lr: 7.500e-04, eta: 21:37:15, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8958, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.9657 2020-10-12 02:27:34,600 - mmaction - INFO - Epoch [29][360/3520] lr: 7.500e-04, eta: 21:36:54, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9000, loss_cls: 1.1959, loss: 1.1959, grad_norm: 9.0151 2020-10-12 02:27:55,320 - mmaction - INFO - Epoch [29][380/3520] lr: 7.500e-04, eta: 21:36:34, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8979, loss_cls: 1.1433, loss: 1.1433, grad_norm: 8.5907 2020-10-12 02:28:14,813 - mmaction - INFO - Epoch [29][400/3520] lr: 7.500e-04, eta: 21:36:14, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8958, loss_cls: 1.2113, loss: 1.2113, grad_norm: 8.7385 2020-10-12 02:28:34,680 - mmaction - INFO - Epoch [29][420/3520] lr: 7.500e-04, eta: 21:35:53, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8979, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.9295 2020-10-12 02:28:54,580 - mmaction - INFO - Epoch [29][440/3520] lr: 7.500e-04, eta: 21:35:33, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9010, loss_cls: 1.1752, loss: 1.1752, grad_norm: 8.9279 2020-10-12 02:29:13,541 - mmaction - INFO - Epoch [29][460/3520] lr: 7.500e-04, eta: 21:35:12, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8917, loss_cls: 1.2108, loss: 1.2108, grad_norm: 9.0750 2020-10-12 02:29:33,323 - mmaction - INFO - Epoch [29][480/3520] lr: 7.500e-04, eta: 21:34:51, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8812, loss_cls: 1.2477, loss: 1.2477, grad_norm: 9.1299 2020-10-12 02:29:53,956 - mmaction - INFO - Epoch [29][500/3520] lr: 7.500e-04, eta: 21:34:31, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8927, loss_cls: 1.2092, loss: 1.2092, grad_norm: 9.0035 2020-10-12 02:30:13,942 - mmaction - INFO - Epoch [29][520/3520] lr: 7.500e-04, eta: 21:34:11, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.1621, loss: 1.1621, grad_norm: 8.1731 2020-10-12 02:30:33,890 - mmaction - INFO - Epoch [29][540/3520] lr: 7.500e-04, eta: 21:33:51, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9010, loss_cls: 1.1432, loss: 1.1432, grad_norm: 8.5578 2020-10-12 02:30:53,746 - mmaction - INFO - Epoch [29][560/3520] lr: 7.500e-04, eta: 21:33:30, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8979, loss_cls: 1.1916, loss: 1.1916, grad_norm: 8.6640 2020-10-12 02:31:13,889 - mmaction - INFO - Epoch [29][580/3520] lr: 7.500e-04, eta: 21:33:10, time: 1.010, data_time: 0.008, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8813, loss_cls: 1.2617, loss: 1.2617, grad_norm: 9.1063 2020-10-12 02:31:33,340 - mmaction - INFO - Epoch [29][600/3520] lr: 7.500e-04, eta: 21:32:49, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.2005, loss: 1.2005, grad_norm: 8.7841 2020-10-12 02:31:52,558 - mmaction - INFO - Epoch [29][620/3520] lr: 7.500e-04, eta: 21:32:28, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8885, loss_cls: 1.2626, loss: 1.2626, grad_norm: 9.1646 2020-10-12 02:32:12,608 - mmaction - INFO - Epoch [29][640/3520] lr: 7.500e-04, eta: 21:32:08, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8833, loss_cls: 1.2525, loss: 1.2525, grad_norm: 9.0961 2020-10-12 02:32:31,959 - mmaction - INFO - Epoch [29][660/3520] lr: 7.500e-04, eta: 21:31:47, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8750, loss_cls: 1.2452, loss: 1.2452, grad_norm: 9.1846 2020-10-12 02:32:51,098 - mmaction - INFO - Epoch [29][680/3520] lr: 7.500e-04, eta: 21:31:26, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8802, loss_cls: 1.2556, loss: 1.2556, grad_norm: 9.2125 2020-10-12 02:33:11,030 - mmaction - INFO - Epoch [29][700/3520] lr: 7.500e-04, eta: 21:31:06, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8771, loss_cls: 1.2320, loss: 1.2320, grad_norm: 8.8760 2020-10-12 02:33:30,111 - mmaction - INFO - Epoch [29][720/3520] lr: 7.500e-04, eta: 21:30:45, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8813, loss_cls: 1.2117, loss: 1.2117, grad_norm: 8.7562 2020-10-12 02:33:49,227 - mmaction - INFO - Epoch [29][740/3520] lr: 7.500e-04, eta: 21:30:24, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.1726, loss: 1.1726, grad_norm: 8.6282 2020-10-12 02:34:08,861 - mmaction - INFO - Epoch [29][760/3520] lr: 7.500e-04, eta: 21:30:03, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8969, loss_cls: 1.2049, loss: 1.2049, grad_norm: 8.9282 2020-10-12 02:34:28,888 - mmaction - INFO - Epoch [29][780/3520] lr: 7.500e-04, eta: 21:29:43, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8938, loss_cls: 1.2077, loss: 1.2077, grad_norm: 8.8333 2020-10-12 02:34:47,830 - mmaction - INFO - Epoch [29][800/3520] lr: 7.500e-04, eta: 21:29:22, time: 0.947, data_time: 0.002, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8854, loss_cls: 1.2696, loss: 1.2696, grad_norm: 9.0774 2020-10-12 02:35:07,429 - mmaction - INFO - Epoch [29][820/3520] lr: 7.500e-04, eta: 21:29:01, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8885, loss_cls: 1.2110, loss: 1.2110, grad_norm: 8.4438 2020-10-12 02:35:27,397 - mmaction - INFO - Epoch [29][840/3520] lr: 7.500e-04, eta: 21:28:40, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8833, loss_cls: 1.2345, loss: 1.2345, grad_norm: 8.8458 2020-10-12 02:35:47,410 - mmaction - INFO - Epoch [29][860/3520] lr: 7.500e-04, eta: 21:28:20, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8781, loss_cls: 1.2462, loss: 1.2462, grad_norm: 9.1418 2020-10-12 02:36:06,894 - mmaction - INFO - Epoch [29][880/3520] lr: 7.500e-04, eta: 21:27:59, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8833, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.9588 2020-10-12 02:36:27,275 - mmaction - INFO - Epoch [29][900/3520] lr: 7.500e-04, eta: 21:27:39, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8948, loss_cls: 1.2078, loss: 1.2078, grad_norm: 9.0914 2020-10-12 02:36:46,999 - mmaction - INFO - Epoch [29][920/3520] lr: 7.500e-04, eta: 21:27:19, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8812, loss_cls: 1.2382, loss: 1.2382, grad_norm: 8.6720 2020-10-12 02:37:06,597 - mmaction - INFO - Epoch [29][940/3520] lr: 7.500e-04, eta: 21:26:58, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8875, loss_cls: 1.2339, loss: 1.2339, grad_norm: 8.7106 2020-10-12 02:37:27,213 - mmaction - INFO - Epoch [29][960/3520] lr: 7.500e-04, eta: 21:26:38, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8698, loss_cls: 1.2644, loss: 1.2644, grad_norm: 8.7999 2020-10-12 02:37:46,373 - mmaction - INFO - Epoch [29][980/3520] lr: 7.500e-04, eta: 21:26:17, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8885, loss_cls: 1.2455, loss: 1.2455, grad_norm: 9.4357 2020-10-12 02:38:06,362 - mmaction - INFO - Epoch [29][1000/3520] lr: 7.500e-04, eta: 21:25:57, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8906, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.2534 2020-10-12 02:38:26,395 - mmaction - INFO - Epoch [29][1020/3520] lr: 7.500e-04, eta: 21:25:37, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8771, loss_cls: 1.2641, loss: 1.2641, grad_norm: 9.5074 2020-10-12 02:38:46,222 - mmaction - INFO - Epoch [29][1040/3520] lr: 7.500e-04, eta: 21:25:16, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1407, loss: 1.1407, grad_norm: 8.6053 2020-10-12 02:39:05,573 - mmaction - INFO - Epoch [29][1060/3520] lr: 7.500e-04, eta: 21:24:55, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8896, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.9741 2020-10-12 02:39:25,389 - mmaction - INFO - Epoch [29][1080/3520] lr: 7.500e-04, eta: 21:24:35, time: 0.991, data_time: 0.008, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8865, loss_cls: 1.2074, loss: 1.2074, grad_norm: 9.0649 2020-10-12 02:39:45,131 - mmaction - INFO - Epoch [29][1100/3520] lr: 7.500e-04, eta: 21:24:14, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8844, loss_cls: 1.2560, loss: 1.2560, grad_norm: 8.8235 2020-10-12 02:40:06,419 - mmaction - INFO - Epoch [29][1120/3520] lr: 7.500e-04, eta: 21:23:55, time: 1.064, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8906, loss_cls: 1.2498, loss: 1.2498, grad_norm: 9.0971 2020-10-12 02:40:25,982 - mmaction - INFO - Epoch [29][1140/3520] lr: 7.500e-04, eta: 21:23:34, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8708, loss_cls: 1.3189, loss: 1.3189, grad_norm: 9.3565 2020-10-12 02:40:45,972 - mmaction - INFO - Epoch [29][1160/3520] lr: 7.500e-04, eta: 21:23:14, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8885, loss_cls: 1.1931, loss: 1.1931, grad_norm: 8.8133 2020-10-12 02:41:05,971 - mmaction - INFO - Epoch [29][1180/3520] lr: 7.500e-04, eta: 21:22:54, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8802, loss_cls: 1.2155, loss: 1.2155, grad_norm: 9.2316 2020-10-12 02:41:26,780 - mmaction - INFO - Epoch [29][1200/3520] lr: 7.500e-04, eta: 21:22:34, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8750, loss_cls: 1.2783, loss: 1.2783, grad_norm: 9.2419 2020-10-12 02:41:46,371 - mmaction - INFO - Epoch [29][1220/3520] lr: 7.500e-04, eta: 21:22:13, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8885, loss_cls: 1.2479, loss: 1.2479, grad_norm: 8.9957 2020-10-12 02:42:06,894 - mmaction - INFO - Epoch [29][1240/3520] lr: 7.500e-04, eta: 21:21:53, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8760, loss_cls: 1.2909, loss: 1.2909, grad_norm: 9.3452 2020-10-12 02:42:26,200 - mmaction - INFO - Epoch [29][1260/3520] lr: 7.500e-04, eta: 21:21:33, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8979, loss_cls: 1.1628, loss: 1.1628, grad_norm: 8.9862 2020-10-12 02:42:45,968 - mmaction - INFO - Epoch [29][1280/3520] lr: 7.500e-04, eta: 21:21:12, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8823, loss_cls: 1.2691, loss: 1.2691, grad_norm: 9.2876 2020-10-12 02:43:05,583 - mmaction - INFO - Epoch [29][1300/3520] lr: 7.500e-04, eta: 21:20:51, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8760, loss_cls: 1.3222, loss: 1.3222, grad_norm: 9.2750 2020-10-12 02:43:24,671 - mmaction - INFO - Epoch [29][1320/3520] lr: 7.500e-04, eta: 21:20:30, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.1304, loss: 1.1304, grad_norm: 8.4326 2020-10-12 02:43:44,459 - mmaction - INFO - Epoch [29][1340/3520] lr: 7.500e-04, eta: 21:20:10, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8927, loss_cls: 1.1855, loss: 1.1855, grad_norm: 8.6221 2020-10-12 02:44:04,533 - mmaction - INFO - Epoch [29][1360/3520] lr: 7.500e-04, eta: 21:19:50, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8875, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.3784 2020-10-12 02:44:23,942 - mmaction - INFO - Epoch [29][1380/3520] lr: 7.500e-04, eta: 21:19:29, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9010, loss_cls: 1.1653, loss: 1.1653, grad_norm: 8.7337 2020-10-12 02:44:43,398 - mmaction - INFO - Epoch [29][1400/3520] lr: 7.500e-04, eta: 21:19:08, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8823, loss_cls: 1.2192, loss: 1.2192, grad_norm: 9.3966 2020-10-12 02:45:04,049 - mmaction - INFO - Epoch [29][1420/3520] lr: 7.500e-04, eta: 21:18:48, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8927, loss_cls: 1.1747, loss: 1.1747, grad_norm: 8.8647 2020-10-12 02:45:23,503 - mmaction - INFO - Epoch [29][1440/3520] lr: 7.500e-04, eta: 21:18:28, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8740, loss_cls: 1.2590, loss: 1.2590, grad_norm: 9.3666 2020-10-12 02:45:43,286 - mmaction - INFO - Epoch [29][1460/3520] lr: 7.500e-04, eta: 21:18:07, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8938, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.4691 2020-10-12 02:46:04,030 - mmaction - INFO - Epoch [29][1480/3520] lr: 7.500e-04, eta: 21:17:47, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9000, loss_cls: 1.1348, loss: 1.1348, grad_norm: 8.7037 2020-10-12 02:46:23,620 - mmaction - INFO - Epoch [29][1500/3520] lr: 7.500e-04, eta: 21:17:27, time: 0.981, data_time: 0.008, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8958, loss_cls: 1.1919, loss: 1.1919, grad_norm: 9.0179 2020-10-12 02:46:42,894 - mmaction - INFO - Epoch [29][1520/3520] lr: 7.500e-04, eta: 21:17:06, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8854, loss_cls: 1.2287, loss: 1.2287, grad_norm: 8.7317 2020-10-12 02:47:02,299 - mmaction - INFO - Epoch [29][1540/3520] lr: 7.500e-04, eta: 21:16:45, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8781, loss_cls: 1.2656, loss: 1.2656, grad_norm: 8.9726 2020-10-12 02:47:21,743 - mmaction - INFO - Epoch [29][1560/3520] lr: 7.500e-04, eta: 21:16:24, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8938, loss_cls: 1.1767, loss: 1.1767, grad_norm: 8.7577 2020-10-12 02:47:41,744 - mmaction - INFO - Epoch [29][1580/3520] lr: 7.500e-04, eta: 21:16:04, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8812, loss_cls: 1.2474, loss: 1.2474, grad_norm: 9.2391 2020-10-12 02:48:01,255 - mmaction - INFO - Epoch [29][1600/3520] lr: 7.500e-04, eta: 21:15:43, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8917, loss_cls: 1.1910, loss: 1.1910, grad_norm: 9.0248 2020-10-12 02:48:21,741 - mmaction - INFO - Epoch [29][1620/3520] lr: 7.500e-04, eta: 21:15:23, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8969, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.9668 2020-10-12 02:48:40,560 - mmaction - INFO - Epoch [29][1640/3520] lr: 7.500e-04, eta: 21:15:02, time: 0.940, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8646, loss_cls: 1.2534, loss: 1.2534, grad_norm: 8.9601 2020-10-12 02:49:00,302 - mmaction - INFO - Epoch [29][1660/3520] lr: 7.500e-04, eta: 21:14:42, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8927, loss_cls: 1.2215, loss: 1.2215, grad_norm: 8.9701 2020-10-12 02:49:19,711 - mmaction - INFO - Epoch [29][1680/3520] lr: 7.500e-04, eta: 21:14:21, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8812, loss_cls: 1.2552, loss: 1.2552, grad_norm: 9.3212 2020-10-12 02:49:39,777 - mmaction - INFO - Epoch [29][1700/3520] lr: 7.500e-04, eta: 21:14:01, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9052, loss_cls: 1.1313, loss: 1.1313, grad_norm: 8.9997 2020-10-12 02:49:58,816 - mmaction - INFO - Epoch [29][1720/3520] lr: 7.500e-04, eta: 21:13:39, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8750, loss_cls: 1.2936, loss: 1.2936, grad_norm: 9.0063 2020-10-12 02:50:18,033 - mmaction - INFO - Epoch [29][1740/3520] lr: 7.500e-04, eta: 21:13:19, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8865, loss_cls: 1.2312, loss: 1.2312, grad_norm: 8.8473 2020-10-12 02:50:37,453 - mmaction - INFO - Epoch [29][1760/3520] lr: 7.500e-04, eta: 21:12:58, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8792, loss_cls: 1.2512, loss: 1.2512, grad_norm: 9.0679 2020-10-12 02:50:57,045 - mmaction - INFO - Epoch [29][1780/3520] lr: 7.500e-04, eta: 21:12:37, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8833, loss_cls: 1.3107, loss: 1.3107, grad_norm: 9.2667 2020-10-12 02:51:16,237 - mmaction - INFO - Epoch [29][1800/3520] lr: 7.500e-04, eta: 21:12:16, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8760, loss_cls: 1.2806, loss: 1.2806, grad_norm: 9.0646 2020-10-12 02:51:35,665 - mmaction - INFO - Epoch [29][1820/3520] lr: 7.500e-04, eta: 21:11:55, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8854, loss_cls: 1.2515, loss: 1.2515, grad_norm: 9.1168 2020-10-12 02:51:55,697 - mmaction - INFO - Epoch [29][1840/3520] lr: 7.500e-04, eta: 21:11:35, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8792, loss_cls: 1.2979, loss: 1.2979, grad_norm: 8.8999 2020-10-12 02:52:14,989 - mmaction - INFO - Epoch [29][1860/3520] lr: 7.500e-04, eta: 21:11:14, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9021, loss_cls: 1.1531, loss: 1.1531, grad_norm: 8.6806 2020-10-12 02:52:34,579 - mmaction - INFO - Epoch [29][1880/3520] lr: 7.500e-04, eta: 21:10:54, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8927, loss_cls: 1.1427, loss: 1.1427, grad_norm: 8.6683 2020-10-12 02:52:53,643 - mmaction - INFO - Epoch [29][1900/3520] lr: 7.500e-04, eta: 21:10:33, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8802, loss_cls: 1.2800, loss: 1.2800, grad_norm: 9.4187 2020-10-12 02:53:13,065 - mmaction - INFO - Epoch [29][1920/3520] lr: 7.500e-04, eta: 21:10:12, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8917, loss_cls: 1.1763, loss: 1.1763, grad_norm: 8.9984 2020-10-12 02:53:32,654 - mmaction - INFO - Epoch [29][1940/3520] lr: 7.500e-04, eta: 21:09:51, time: 0.978, data_time: 0.008, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8896, loss_cls: 1.2354, loss: 1.2354, grad_norm: 9.5175 2020-10-12 02:53:51,931 - mmaction - INFO - Epoch [29][1960/3520] lr: 7.500e-04, eta: 21:09:30, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8854, loss_cls: 1.2353, loss: 1.2353, grad_norm: 9.0414 2020-10-12 02:54:12,133 - mmaction - INFO - Epoch [29][1980/3520] lr: 7.500e-04, eta: 21:09:10, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8875, loss_cls: 1.2466, loss: 1.2466, grad_norm: 8.9105 2020-10-12 02:54:32,130 - mmaction - INFO - Epoch [29][2000/3520] lr: 7.500e-04, eta: 21:08:50, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8969, loss_cls: 1.2098, loss: 1.2098, grad_norm: 9.1924 2020-10-12 02:54:51,169 - mmaction - INFO - Epoch [29][2020/3520] lr: 7.500e-04, eta: 21:08:29, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8792, loss_cls: 1.2233, loss: 1.2233, grad_norm: 9.2656 2020-10-12 02:55:10,743 - mmaction - INFO - Epoch [29][2040/3520] lr: 7.500e-04, eta: 21:08:08, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8792, loss_cls: 1.2648, loss: 1.2648, grad_norm: 9.1298 2020-10-12 02:55:30,330 - mmaction - INFO - Epoch [29][2060/3520] lr: 7.500e-04, eta: 21:07:48, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8833, loss_cls: 1.2168, loss: 1.2168, grad_norm: 9.1613 2020-10-12 02:55:49,537 - mmaction - INFO - Epoch [29][2080/3520] lr: 7.500e-04, eta: 21:07:27, time: 0.959, data_time: 0.004, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8896, loss_cls: 1.2422, loss: 1.2422, grad_norm: 9.3741 2020-10-12 02:56:09,180 - mmaction - INFO - Epoch [29][2100/3520] lr: 7.500e-04, eta: 21:07:06, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8781, loss_cls: 1.2533, loss: 1.2533, grad_norm: 9.2205 2020-10-12 02:56:28,777 - mmaction - INFO - Epoch [29][2120/3520] lr: 7.500e-04, eta: 21:06:45, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8760, loss_cls: 1.2789, loss: 1.2789, grad_norm: 9.1248 2020-10-12 02:56:48,283 - mmaction - INFO - Epoch [29][2140/3520] lr: 7.500e-04, eta: 21:06:25, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8719, loss_cls: 1.2598, loss: 1.2598, grad_norm: 9.2102 2020-10-12 02:57:07,876 - mmaction - INFO - Epoch [29][2160/3520] lr: 7.500e-04, eta: 21:06:04, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8844, loss_cls: 1.1855, loss: 1.1855, grad_norm: 9.0669 2020-10-12 02:57:27,177 - mmaction - INFO - Epoch [29][2180/3520] lr: 7.500e-04, eta: 21:05:43, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8906, loss_cls: 1.2123, loss: 1.2123, grad_norm: 9.1224 2020-10-12 02:57:46,607 - mmaction - INFO - Epoch [29][2200/3520] lr: 7.500e-04, eta: 21:05:23, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8719, loss_cls: 1.3334, loss: 1.3334, grad_norm: 9.3943 2020-10-12 02:58:06,241 - mmaction - INFO - Epoch [29][2220/3520] lr: 7.500e-04, eta: 21:05:02, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8823, loss_cls: 1.2796, loss: 1.2796, grad_norm: 9.2502 2020-10-12 02:58:25,545 - mmaction - INFO - Epoch [29][2240/3520] lr: 7.500e-04, eta: 21:04:41, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8958, loss_cls: 1.1732, loss: 1.1732, grad_norm: 8.8276 2020-10-12 02:58:46,577 - mmaction - INFO - Epoch [29][2260/3520] lr: 7.500e-04, eta: 21:04:22, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8906, loss_cls: 1.2102, loss: 1.2102, grad_norm: 8.8720 2020-10-12 02:59:06,600 - mmaction - INFO - Epoch [29][2280/3520] lr: 7.500e-04, eta: 21:04:01, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8958, loss_cls: 1.1462, loss: 1.1462, grad_norm: 9.1770 2020-10-12 02:59:26,491 - mmaction - INFO - Epoch [29][2300/3520] lr: 7.500e-04, eta: 21:03:41, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1360, loss: 1.1360, grad_norm: 9.0235 2020-10-12 02:59:46,610 - mmaction - INFO - Epoch [29][2320/3520] lr: 7.500e-04, eta: 21:03:21, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8885, loss_cls: 1.1543, loss: 1.1543, grad_norm: 8.9917 2020-10-12 03:00:06,845 - mmaction - INFO - Epoch [29][2340/3520] lr: 7.500e-04, eta: 21:03:00, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1842, loss: 1.1842, grad_norm: 8.8474 2020-10-12 03:00:27,415 - mmaction - INFO - Epoch [29][2360/3520] lr: 7.500e-04, eta: 21:02:41, time: 1.030, data_time: 0.016, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8896, loss_cls: 1.1988, loss: 1.1988, grad_norm: 8.9474 2020-10-12 03:00:46,373 - mmaction - INFO - Epoch [29][2380/3520] lr: 7.500e-04, eta: 21:02:20, time: 0.951, data_time: 0.012, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8750, loss_cls: 1.3296, loss: 1.3296, grad_norm: 9.8534 2020-10-12 03:01:06,462 - mmaction - INFO - Epoch [29][2400/3520] lr: 7.500e-04, eta: 21:01:59, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2590, loss: 1.2590, grad_norm: 9.1789 2020-10-12 03:01:26,166 - mmaction - INFO - Epoch [29][2420/3520] lr: 7.500e-04, eta: 21:01:39, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8896, loss_cls: 1.2264, loss: 1.2264, grad_norm: 9.2361 2020-10-12 03:01:45,535 - mmaction - INFO - Epoch [29][2440/3520] lr: 7.500e-04, eta: 21:01:18, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8958, loss_cls: 1.1561, loss: 1.1561, grad_norm: 8.7934 2020-10-12 03:02:05,301 - mmaction - INFO - Epoch [29][2460/3520] lr: 7.500e-04, eta: 21:00:58, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8771, loss_cls: 1.2957, loss: 1.2957, grad_norm: 9.4499 2020-10-12 03:02:26,166 - mmaction - INFO - Epoch [29][2480/3520] lr: 7.500e-04, eta: 21:00:38, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8771, loss_cls: 1.2258, loss: 1.2258, grad_norm: 8.9833 2020-10-12 03:02:45,086 - mmaction - INFO - Epoch [29][2500/3520] lr: 7.500e-04, eta: 21:00:17, time: 0.946, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8781, loss_cls: 1.2657, loss: 1.2657, grad_norm: 9.4718 2020-10-12 03:03:04,219 - mmaction - INFO - Epoch [29][2520/3520] lr: 7.500e-04, eta: 20:59:56, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.0926 2020-10-12 03:03:25,200 - mmaction - INFO - Epoch [29][2540/3520] lr: 7.500e-04, eta: 20:59:36, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8833, loss_cls: 1.2528, loss: 1.2528, grad_norm: 9.3350 2020-10-12 03:03:45,399 - mmaction - INFO - Epoch [29][2560/3520] lr: 7.500e-04, eta: 20:59:16, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8927, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.3112 2020-10-12 03:04:04,885 - mmaction - INFO - Epoch [29][2580/3520] lr: 7.500e-04, eta: 20:58:55, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8875, loss_cls: 1.2157, loss: 1.2157, grad_norm: 9.0287 2020-10-12 03:04:24,349 - mmaction - INFO - Epoch [29][2600/3520] lr: 7.500e-04, eta: 20:58:35, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8656, loss_cls: 1.3304, loss: 1.3304, grad_norm: 9.2529 2020-10-12 03:04:43,596 - mmaction - INFO - Epoch [29][2620/3520] lr: 7.500e-04, eta: 20:58:14, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2581, loss: 1.2581, grad_norm: 9.1465 2020-10-12 03:05:03,104 - mmaction - INFO - Epoch [29][2640/3520] lr: 7.500e-04, eta: 20:57:53, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8865, loss_cls: 1.2098, loss: 1.2098, grad_norm: 8.8137 2020-10-12 03:05:23,658 - mmaction - INFO - Epoch [29][2660/3520] lr: 7.500e-04, eta: 20:57:33, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8687, loss_cls: 1.2974, loss: 1.2974, grad_norm: 9.5250 2020-10-12 03:05:42,759 - mmaction - INFO - Epoch [29][2680/3520] lr: 7.500e-04, eta: 20:57:12, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1846, loss: 1.1846, grad_norm: 9.0380 2020-10-12 03:06:02,651 - mmaction - INFO - Epoch [29][2700/3520] lr: 7.500e-04, eta: 20:56:52, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8823, loss_cls: 1.2461, loss: 1.2461, grad_norm: 9.3106 2020-10-12 03:06:21,909 - mmaction - INFO - Epoch [29][2720/3520] lr: 7.500e-04, eta: 20:56:31, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8729, loss_cls: 1.3193, loss: 1.3193, grad_norm: 9.5310 2020-10-12 03:06:41,849 - mmaction - INFO - Epoch [29][2740/3520] lr: 7.500e-04, eta: 20:56:11, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9000, loss_cls: 1.1601, loss: 1.1601, grad_norm: 9.1871 2020-10-12 03:07:01,806 - mmaction - INFO - Epoch [29][2760/3520] lr: 7.500e-04, eta: 20:55:50, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9031, loss_cls: 1.1713, loss: 1.1713, grad_norm: 9.1691 2020-10-12 03:07:21,368 - mmaction - INFO - Epoch [29][2780/3520] lr: 7.500e-04, eta: 20:55:30, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8875, loss_cls: 1.1944, loss: 1.1944, grad_norm: 8.9181 2020-10-12 03:07:41,968 - mmaction - INFO - Epoch [29][2800/3520] lr: 7.500e-04, eta: 20:55:10, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8729, loss_cls: 1.2612, loss: 1.2612, grad_norm: 9.3349 2020-10-12 03:08:02,170 - mmaction - INFO - Epoch [29][2820/3520] lr: 7.500e-04, eta: 20:54:50, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8948, loss_cls: 1.1777, loss: 1.1777, grad_norm: 9.2298 2020-10-12 03:08:21,185 - mmaction - INFO - Epoch [29][2840/3520] lr: 7.500e-04, eta: 20:54:29, time: 0.952, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8875, loss_cls: 1.2001, loss: 1.2001, grad_norm: 9.1654 2020-10-12 03:08:41,373 - mmaction - INFO - Epoch [29][2860/3520] lr: 7.500e-04, eta: 20:54:08, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8885, loss_cls: 1.2349, loss: 1.2349, grad_norm: 9.4104 2020-10-12 03:09:00,735 - mmaction - INFO - Epoch [29][2880/3520] lr: 7.500e-04, eta: 20:53:48, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8854, loss_cls: 1.2210, loss: 1.2210, grad_norm: 9.2775 2020-10-12 03:09:20,550 - mmaction - INFO - Epoch [29][2900/3520] lr: 7.500e-04, eta: 20:53:27, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8917, loss_cls: 1.2040, loss: 1.2040, grad_norm: 8.8757 2020-10-12 03:09:40,201 - mmaction - INFO - Epoch [29][2920/3520] lr: 7.500e-04, eta: 20:53:07, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8885, loss_cls: 1.2012, loss: 1.2012, grad_norm: 9.0736 2020-10-12 03:10:00,076 - mmaction - INFO - Epoch [29][2940/3520] lr: 7.500e-04, eta: 20:52:46, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8802, loss_cls: 1.2109, loss: 1.2109, grad_norm: 9.2315 2020-10-12 03:10:19,892 - mmaction - INFO - Epoch [29][2960/3520] lr: 7.500e-04, eta: 20:52:26, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8719, loss_cls: 1.2736, loss: 1.2736, grad_norm: 9.4551 2020-10-12 03:10:39,590 - mmaction - INFO - Epoch [29][2980/3520] lr: 7.500e-04, eta: 20:52:05, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8854, loss_cls: 1.2112, loss: 1.2112, grad_norm: 9.1879 2020-10-12 03:10:59,675 - mmaction - INFO - Epoch [29][3000/3520] lr: 7.500e-04, eta: 20:51:45, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8771, loss_cls: 1.2622, loss: 1.2622, grad_norm: 9.3363 2020-10-12 03:11:19,704 - mmaction - INFO - Epoch [29][3020/3520] lr: 7.500e-04, eta: 20:51:25, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8625, loss_cls: 1.3584, loss: 1.3584, grad_norm: 9.8147 2020-10-12 03:11:39,432 - mmaction - INFO - Epoch [29][3040/3520] lr: 7.500e-04, eta: 20:51:04, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8760, loss_cls: 1.3052, loss: 1.3052, grad_norm: 9.4294 2020-10-12 03:11:59,262 - mmaction - INFO - Epoch [29][3060/3520] lr: 7.500e-04, eta: 20:50:44, time: 0.992, data_time: 0.008, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8917, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.3193 2020-10-12 03:12:18,247 - mmaction - INFO - Epoch [29][3080/3520] lr: 7.500e-04, eta: 20:50:23, time: 0.948, data_time: 0.003, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8896, loss_cls: 1.2115, loss: 1.2115, grad_norm: 8.7110 2020-10-12 03:12:38,417 - mmaction - INFO - Epoch [29][3100/3520] lr: 7.500e-04, eta: 20:50:02, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8729, loss_cls: 1.3365, loss: 1.3365, grad_norm: 9.3714 2020-10-12 03:12:58,638 - mmaction - INFO - Epoch [29][3120/3520] lr: 7.500e-04, eta: 20:49:42, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8865, loss_cls: 1.2881, loss: 1.2881, grad_norm: 9.2124 2020-10-12 03:13:17,375 - mmaction - INFO - Epoch [29][3140/3520] lr: 7.500e-04, eta: 20:49:21, time: 0.937, data_time: 0.004, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8750, loss_cls: 1.2688, loss: 1.2688, grad_norm: 9.1660 2020-10-12 03:13:36,733 - mmaction - INFO - Epoch [29][3160/3520] lr: 7.500e-04, eta: 20:49:00, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8823, loss_cls: 1.2595, loss: 1.2595, grad_norm: 9.2221 2020-10-12 03:13:56,403 - mmaction - INFO - Epoch [29][3180/3520] lr: 7.500e-04, eta: 20:48:40, time: 0.983, data_time: 0.008, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8865, loss_cls: 1.2538, loss: 1.2538, grad_norm: 9.5693 2020-10-12 03:14:15,641 - mmaction - INFO - Epoch [29][3200/3520] lr: 7.500e-04, eta: 20:48:19, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8948, loss_cls: 1.2242, loss: 1.2242, grad_norm: 9.2051 2020-10-12 03:14:34,828 - mmaction - INFO - Epoch [29][3220/3520] lr: 7.500e-04, eta: 20:47:58, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9042, loss_cls: 1.1712, loss: 1.1712, grad_norm: 9.3905 2020-10-12 03:14:54,359 - mmaction - INFO - Epoch [29][3240/3520] lr: 7.500e-04, eta: 20:47:37, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8677, loss_cls: 1.3164, loss: 1.3164, grad_norm: 9.3683 2020-10-12 03:15:13,575 - mmaction - INFO - Epoch [29][3260/3520] lr: 7.500e-04, eta: 20:47:16, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8740, loss_cls: 1.3169, loss: 1.3169, grad_norm: 9.3629 2020-10-12 03:15:33,258 - mmaction - INFO - Epoch [29][3280/3520] lr: 7.500e-04, eta: 20:46:56, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8823, loss_cls: 1.2423, loss: 1.2423, grad_norm: 9.0925 2020-10-12 03:15:52,752 - mmaction - INFO - Epoch [29][3300/3520] lr: 7.500e-04, eta: 20:46:35, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.1825, loss: 1.1825, grad_norm: 8.7805 2020-10-12 03:16:12,380 - mmaction - INFO - Epoch [29][3320/3520] lr: 7.500e-04, eta: 20:46:15, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8813, loss_cls: 1.2049, loss: 1.2049, grad_norm: 9.0392 2020-10-12 03:16:31,544 - mmaction - INFO - Epoch [29][3340/3520] lr: 7.500e-04, eta: 20:45:54, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8990, loss_cls: 1.1800, loss: 1.1800, grad_norm: 9.3362 2020-10-12 03:16:52,171 - mmaction - INFO - Epoch [29][3360/3520] lr: 7.500e-04, eta: 20:45:34, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9031, loss_cls: 1.1676, loss: 1.1676, grad_norm: 9.0184 2020-10-12 03:17:11,468 - mmaction - INFO - Epoch [29][3380/3520] lr: 7.500e-04, eta: 20:45:13, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9000, loss_cls: 1.1444, loss: 1.1444, grad_norm: 8.7954 2020-10-12 03:17:30,959 - mmaction - INFO - Epoch [29][3400/3520] lr: 7.500e-04, eta: 20:44:52, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8917, loss_cls: 1.2064, loss: 1.2064, grad_norm: 8.8957 2020-10-12 03:17:50,798 - mmaction - INFO - Epoch [29][3420/3520] lr: 7.500e-04, eta: 20:44:32, time: 0.995, data_time: 0.008, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8781, loss_cls: 1.2520, loss: 1.2520, grad_norm: 9.2018 2020-10-12 03:18:11,661 - mmaction - INFO - Epoch [29][3440/3520] lr: 7.500e-04, eta: 20:44:12, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8823, loss_cls: 1.2585, loss: 1.2585, grad_norm: 9.4835 2020-10-12 03:18:31,495 - mmaction - INFO - Epoch [29][3460/3520] lr: 7.500e-04, eta: 20:43:52, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8896, loss_cls: 1.2614, loss: 1.2614, grad_norm: 9.1893 2020-10-12 03:18:50,859 - mmaction - INFO - Epoch [29][3480/3520] lr: 7.500e-04, eta: 20:43:31, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8802, loss_cls: 1.2338, loss: 1.2338, grad_norm: 9.1484 2020-10-12 03:19:10,374 - mmaction - INFO - Epoch [29][3500/3520] lr: 7.500e-04, eta: 20:43:10, time: 0.976, data_time: 0.008, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8865, loss_cls: 1.2174, loss: 1.2174, grad_norm: 9.3890 2020-10-12 03:19:30,172 - mmaction - INFO - Epoch [29][3520/3520] lr: 7.500e-04, eta: 20:42:50, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.6663, top5_acc: 0.8793, loss_cls: 1.2340, loss: 1.2340, grad_norm: 9.9541 2020-10-12 03:19:30,659 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-10-12 03:20:05,027 - mmaction - INFO - Epoch [30][20/3520] lr: 7.500e-04, eta: 20:42:40, time: 1.689, data_time: 0.698, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8781, loss_cls: 1.2722, loss: 1.2722, grad_norm: 9.4373 2020-10-12 03:20:23,293 - mmaction - INFO - Epoch [30][40/3520] lr: 7.500e-04, eta: 20:42:18, time: 0.913, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8781, loss_cls: 1.2679, loss: 1.2679, grad_norm: 9.4273 2020-10-12 03:20:41,503 - mmaction - INFO - Epoch [30][60/3520] lr: 7.500e-04, eta: 20:41:57, time: 0.910, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.1961, loss: 1.1961, grad_norm: 8.9187 2020-10-12 03:21:00,669 - mmaction - INFO - Epoch [30][80/3520] lr: 7.500e-04, eta: 20:41:36, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1621, loss: 1.1621, grad_norm: 9.3587 2020-10-12 03:21:19,716 - mmaction - INFO - Epoch [30][100/3520] lr: 7.500e-04, eta: 20:41:15, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8865, loss_cls: 1.2320, loss: 1.2320, grad_norm: 9.2954 2020-10-12 03:21:38,997 - mmaction - INFO - Epoch [30][120/3520] lr: 7.500e-04, eta: 20:40:54, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9010, loss_cls: 1.1145, loss: 1.1145, grad_norm: 8.7138 2020-10-12 03:21:58,158 - mmaction - INFO - Epoch [30][140/3520] lr: 7.500e-04, eta: 20:40:33, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8990, loss_cls: 1.1732, loss: 1.1732, grad_norm: 9.2623 2020-10-12 03:22:17,597 - mmaction - INFO - Epoch [30][160/3520] lr: 7.500e-04, eta: 20:40:12, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9000, loss_cls: 1.1302, loss: 1.1302, grad_norm: 8.6864 2020-10-12 03:22:36,625 - mmaction - INFO - Epoch [30][180/3520] lr: 7.500e-04, eta: 20:39:51, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9115, loss_cls: 1.1740, loss: 1.1740, grad_norm: 8.8325 2020-10-12 03:22:55,853 - mmaction - INFO - Epoch [30][200/3520] lr: 7.500e-04, eta: 20:39:30, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8948, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.8946 2020-10-12 03:23:14,911 - mmaction - INFO - Epoch [30][220/3520] lr: 7.500e-04, eta: 20:39:09, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.1523, loss: 1.1523, grad_norm: 9.0528 2020-10-12 03:23:34,600 - mmaction - INFO - Epoch [30][240/3520] lr: 7.500e-04, eta: 20:38:49, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8802, loss_cls: 1.2128, loss: 1.2128, grad_norm: 9.0814 2020-10-12 03:23:54,378 - mmaction - INFO - Epoch [30][260/3520] lr: 7.500e-04, eta: 20:38:28, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8844, loss_cls: 1.1984, loss: 1.1984, grad_norm: 9.0587 2020-10-12 03:24:13,894 - mmaction - INFO - Epoch [30][280/3520] lr: 7.500e-04, eta: 20:38:08, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2438, loss: 1.2438, grad_norm: 9.4281 2020-10-12 03:24:32,915 - mmaction - INFO - Epoch [30][300/3520] lr: 7.500e-04, eta: 20:37:47, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8958, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.3948 2020-10-12 03:24:52,482 - mmaction - INFO - Epoch [30][320/3520] lr: 7.500e-04, eta: 20:37:26, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8906, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.7877 2020-10-12 03:25:12,215 - mmaction - INFO - Epoch [30][340/3520] lr: 7.500e-04, eta: 20:37:06, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8813, loss_cls: 1.2400, loss: 1.2400, grad_norm: 9.2643 2020-10-12 03:25:31,061 - mmaction - INFO - Epoch [30][360/3520] lr: 7.500e-04, eta: 20:36:44, time: 0.943, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8875, loss_cls: 1.1338, loss: 1.1338, grad_norm: 8.9479 2020-10-12 03:25:50,903 - mmaction - INFO - Epoch [30][380/3520] lr: 7.500e-04, eta: 20:36:24, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8844, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.0346 2020-10-12 03:26:10,040 - mmaction - INFO - Epoch [30][400/3520] lr: 7.500e-04, eta: 20:36:03, time: 0.958, data_time: 0.008, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8833, loss_cls: 1.2441, loss: 1.2441, grad_norm: 9.4376 2020-10-12 03:26:29,322 - mmaction - INFO - Epoch [30][420/3520] lr: 7.500e-04, eta: 20:35:42, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8948, loss_cls: 1.1833, loss: 1.1833, grad_norm: 9.3920 2020-10-12 03:26:49,359 - mmaction - INFO - Epoch [30][440/3520] lr: 7.500e-04, eta: 20:35:22, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8875, loss_cls: 1.1623, loss: 1.1623, grad_norm: 8.7584 2020-10-12 03:27:08,361 - mmaction - INFO - Epoch [30][460/3520] lr: 7.500e-04, eta: 20:35:01, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8969, loss_cls: 1.1733, loss: 1.1733, grad_norm: 8.8784 2020-10-12 03:27:28,095 - mmaction - INFO - Epoch [30][480/3520] lr: 7.500e-04, eta: 20:34:41, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8885, loss_cls: 1.1912, loss: 1.1912, grad_norm: 8.8567 2020-10-12 03:27:47,821 - mmaction - INFO - Epoch [30][500/3520] lr: 7.500e-04, eta: 20:34:20, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9042, loss_cls: 1.1716, loss: 1.1716, grad_norm: 8.9493 2020-10-12 03:28:07,371 - mmaction - INFO - Epoch [30][520/3520] lr: 7.500e-04, eta: 20:33:59, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8938, loss_cls: 1.1669, loss: 1.1669, grad_norm: 8.9745 2020-10-12 03:28:27,203 - mmaction - INFO - Epoch [30][540/3520] lr: 7.500e-04, eta: 20:33:39, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8750, loss_cls: 1.2573, loss: 1.2573, grad_norm: 9.6063 2020-10-12 03:28:46,942 - mmaction - INFO - Epoch [30][560/3520] lr: 7.500e-04, eta: 20:33:18, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9031, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.1547 2020-10-12 03:29:06,159 - mmaction - INFO - Epoch [30][580/3520] lr: 7.500e-04, eta: 20:32:58, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8865, loss_cls: 1.1953, loss: 1.1953, grad_norm: 9.2362 2020-10-12 03:29:25,441 - mmaction - INFO - Epoch [30][600/3520] lr: 7.500e-04, eta: 20:32:37, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9021, loss_cls: 1.1628, loss: 1.1628, grad_norm: 9.0202 2020-10-12 03:29:45,388 - mmaction - INFO - Epoch [30][620/3520] lr: 7.500e-04, eta: 20:32:17, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8781, loss_cls: 1.2457, loss: 1.2457, grad_norm: 9.2806 2020-10-12 03:30:06,250 - mmaction - INFO - Epoch [30][640/3520] lr: 7.500e-04, eta: 20:31:57, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9000, loss_cls: 1.1406, loss: 1.1406, grad_norm: 8.8363 2020-10-12 03:30:25,172 - mmaction - INFO - Epoch [30][660/3520] lr: 7.500e-04, eta: 20:31:36, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8896, loss_cls: 1.2201, loss: 1.2201, grad_norm: 9.1858 2020-10-12 03:30:44,869 - mmaction - INFO - Epoch [30][680/3520] lr: 7.500e-04, eta: 20:31:15, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9042, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.3497 2020-10-12 03:31:04,291 - mmaction - INFO - Epoch [30][700/3520] lr: 7.500e-04, eta: 20:30:55, time: 0.972, data_time: 0.008, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8760, loss_cls: 1.2478, loss: 1.2478, grad_norm: 9.3725 2020-10-12 03:31:23,845 - mmaction - INFO - Epoch [30][720/3520] lr: 7.500e-04, eta: 20:30:34, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8833, loss_cls: 1.2410, loss: 1.2410, grad_norm: 9.5092 2020-10-12 03:31:43,709 - mmaction - INFO - Epoch [30][740/3520] lr: 7.500e-04, eta: 20:30:14, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8896, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.0179 2020-10-12 03:32:03,560 - mmaction - INFO - Epoch [30][760/3520] lr: 7.500e-04, eta: 20:29:53, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8938, loss_cls: 1.2304, loss: 1.2304, grad_norm: 9.6637 2020-10-12 03:32:23,527 - mmaction - INFO - Epoch [30][780/3520] lr: 7.500e-04, eta: 20:29:33, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8729, loss_cls: 1.2795, loss: 1.2795, grad_norm: 9.4804 2020-10-12 03:32:42,847 - mmaction - INFO - Epoch [30][800/3520] lr: 7.500e-04, eta: 20:29:12, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9000, loss_cls: 1.2002, loss: 1.2002, grad_norm: 9.1147 2020-10-12 03:33:02,582 - mmaction - INFO - Epoch [30][820/3520] lr: 7.500e-04, eta: 20:28:52, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8802, loss_cls: 1.2356, loss: 1.2356, grad_norm: 9.2275 2020-10-12 03:33:21,650 - mmaction - INFO - Epoch [30][840/3520] lr: 7.500e-04, eta: 20:28:31, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9010, loss_cls: 1.1355, loss: 1.1355, grad_norm: 9.2053 2020-10-12 03:33:40,859 - mmaction - INFO - Epoch [30][860/3520] lr: 7.500e-04, eta: 20:28:10, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8979, loss_cls: 1.1649, loss: 1.1649, grad_norm: 9.4336 2020-10-12 03:34:03,020 - mmaction - INFO - Epoch [30][880/3520] lr: 7.500e-04, eta: 20:27:51, time: 1.108, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8708, loss_cls: 1.2625, loss: 1.2625, grad_norm: 9.3896 2020-10-12 03:34:22,974 - mmaction - INFO - Epoch [30][900/3520] lr: 7.500e-04, eta: 20:27:31, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8938, loss_cls: 1.1544, loss: 1.1544, grad_norm: 8.9522 2020-10-12 03:34:41,590 - mmaction - INFO - Epoch [30][920/3520] lr: 7.500e-04, eta: 20:27:09, time: 0.931, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8917, loss_cls: 1.1793, loss: 1.1793, grad_norm: 9.1597 2020-10-12 03:35:01,737 - mmaction - INFO - Epoch [30][940/3520] lr: 7.500e-04, eta: 20:26:49, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8927, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.7396 2020-10-12 03:35:22,393 - mmaction - INFO - Epoch [30][960/3520] lr: 7.500e-04, eta: 20:26:29, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8865, loss_cls: 1.2031, loss: 1.2031, grad_norm: 9.3849 2020-10-12 03:35:42,881 - mmaction - INFO - Epoch [30][980/3520] lr: 7.500e-04, eta: 20:26:09, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8938, loss_cls: 1.1709, loss: 1.1709, grad_norm: 9.1277 2020-10-12 03:36:02,720 - mmaction - INFO - Epoch [30][1000/3520] lr: 7.500e-04, eta: 20:25:49, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8854, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.1525 2020-10-12 03:36:21,969 - mmaction - INFO - Epoch [30][1020/3520] lr: 7.500e-04, eta: 20:25:28, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8979, loss_cls: 1.1907, loss: 1.1907, grad_norm: 9.1716 2020-10-12 03:36:41,376 - mmaction - INFO - Epoch [30][1040/3520] lr: 7.500e-04, eta: 20:25:07, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1476, loss: 1.1476, grad_norm: 9.4153 2020-10-12 03:37:01,421 - mmaction - INFO - Epoch [30][1060/3520] lr: 7.500e-04, eta: 20:24:47, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8813, loss_cls: 1.2136, loss: 1.2136, grad_norm: 8.7370 2020-10-12 03:37:20,622 - mmaction - INFO - Epoch [30][1080/3520] lr: 7.500e-04, eta: 20:24:26, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8823, loss_cls: 1.2474, loss: 1.2474, grad_norm: 9.4229 2020-10-12 03:37:39,922 - mmaction - INFO - Epoch [30][1100/3520] lr: 7.500e-04, eta: 20:24:06, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8823, loss_cls: 1.2479, loss: 1.2479, grad_norm: 9.2652 2020-10-12 03:37:59,340 - mmaction - INFO - Epoch [30][1120/3520] lr: 7.500e-04, eta: 20:23:45, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8823, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.3625 2020-10-12 03:38:18,346 - mmaction - INFO - Epoch [30][1140/3520] lr: 7.500e-04, eta: 20:23:24, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.6760, top5_acc: 0.9021, loss_cls: 1.2473, loss: 1.2473, grad_norm: 9.8542 2020-10-12 03:38:37,687 - mmaction - INFO - Epoch [30][1160/3520] lr: 7.500e-04, eta: 20:23:03, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8760, loss_cls: 1.2376, loss: 1.2376, grad_norm: 9.4155 2020-10-12 03:38:56,888 - mmaction - INFO - Epoch [30][1180/3520] lr: 7.500e-04, eta: 20:22:42, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8969, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.3759 2020-10-12 03:39:16,087 - mmaction - INFO - Epoch [30][1200/3520] lr: 7.500e-04, eta: 20:22:21, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8917, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.2470 2020-10-12 03:39:35,764 - mmaction - INFO - Epoch [30][1220/3520] lr: 7.500e-04, eta: 20:22:01, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8802, loss_cls: 1.2475, loss: 1.2475, grad_norm: 9.5728 2020-10-12 03:39:54,924 - mmaction - INFO - Epoch [30][1240/3520] lr: 7.500e-04, eta: 20:21:40, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.3979 2020-10-12 03:40:14,014 - mmaction - INFO - Epoch [30][1260/3520] lr: 7.500e-04, eta: 20:21:19, time: 0.959, data_time: 0.008, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8979, loss_cls: 1.2046, loss: 1.2046, grad_norm: 9.4796 2020-10-12 03:40:33,199 - mmaction - INFO - Epoch [30][1280/3520] lr: 7.500e-04, eta: 20:20:58, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8854, loss_cls: 1.2060, loss: 1.2060, grad_norm: 9.1934 2020-10-12 03:40:52,470 - mmaction - INFO - Epoch [30][1300/3520] lr: 7.500e-04, eta: 20:20:37, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8708, loss_cls: 1.2971, loss: 1.2971, grad_norm: 9.6060 2020-10-12 03:41:11,728 - mmaction - INFO - Epoch [30][1320/3520] lr: 7.500e-04, eta: 20:20:17, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8802, loss_cls: 1.1832, loss: 1.1832, grad_norm: 9.4876 2020-10-12 03:41:31,051 - mmaction - INFO - Epoch [30][1340/3520] lr: 7.500e-04, eta: 20:19:56, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8812, loss_cls: 1.3055, loss: 1.3055, grad_norm: 10.0395 2020-10-12 03:41:50,014 - mmaction - INFO - Epoch [30][1360/3520] lr: 7.500e-04, eta: 20:19:35, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8813, loss_cls: 1.3273, loss: 1.3273, grad_norm: 9.7776 2020-10-12 03:42:09,352 - mmaction - INFO - Epoch [30][1380/3520] lr: 7.500e-04, eta: 20:19:14, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.2484 2020-10-12 03:42:28,646 - mmaction - INFO - Epoch [30][1400/3520] lr: 7.500e-04, eta: 20:18:53, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2444, loss: 1.2444, grad_norm: 9.5531 2020-10-12 03:42:47,656 - mmaction - INFO - Epoch [30][1420/3520] lr: 7.500e-04, eta: 20:18:32, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8802, loss_cls: 1.2346, loss: 1.2346, grad_norm: 9.4448 2020-10-12 03:43:07,596 - mmaction - INFO - Epoch [30][1440/3520] lr: 7.500e-04, eta: 20:18:12, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8865, loss_cls: 1.2318, loss: 1.2318, grad_norm: 9.4915 2020-10-12 03:43:27,314 - mmaction - INFO - Epoch [30][1460/3520] lr: 7.500e-04, eta: 20:17:51, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8802, loss_cls: 1.2284, loss: 1.2284, grad_norm: 9.1005 2020-10-12 03:43:46,631 - mmaction - INFO - Epoch [30][1480/3520] lr: 7.500e-04, eta: 20:17:31, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8917, loss_cls: 1.1886, loss: 1.1886, grad_norm: 9.3356 2020-10-12 03:44:06,014 - mmaction - INFO - Epoch [30][1500/3520] lr: 7.500e-04, eta: 20:17:10, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8781, loss_cls: 1.1904, loss: 1.1904, grad_norm: 9.1309 2020-10-12 03:44:25,091 - mmaction - INFO - Epoch [30][1520/3520] lr: 7.500e-04, eta: 20:16:49, time: 0.957, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9115, loss_cls: 1.0871, loss: 1.0871, grad_norm: 8.8743 2020-10-12 03:44:44,322 - mmaction - INFO - Epoch [30][1540/3520] lr: 7.500e-04, eta: 20:16:28, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.6802, top5_acc: 0.9021, loss_cls: 1.1550, loss: 1.1550, grad_norm: 9.3809 2020-10-12 03:45:03,679 - mmaction - INFO - Epoch [30][1560/3520] lr: 7.500e-04, eta: 20:16:07, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2324, loss: 1.2324, grad_norm: 9.4910 2020-10-12 03:45:23,432 - mmaction - INFO - Epoch [30][1580/3520] lr: 7.500e-04, eta: 20:15:47, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8865, loss_cls: 1.2274, loss: 1.2274, grad_norm: 9.7316 2020-10-12 03:45:43,404 - mmaction - INFO - Epoch [30][1600/3520] lr: 7.500e-04, eta: 20:15:27, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8844, loss_cls: 1.2532, loss: 1.2532, grad_norm: 9.4943 2020-10-12 03:46:03,838 - mmaction - INFO - Epoch [30][1620/3520] lr: 7.500e-04, eta: 20:15:07, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8833, loss_cls: 1.2326, loss: 1.2326, grad_norm: 9.1091 2020-10-12 03:46:23,211 - mmaction - INFO - Epoch [30][1640/3520] lr: 7.500e-04, eta: 20:14:46, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8885, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.0366 2020-10-12 03:46:42,429 - mmaction - INFO - Epoch [30][1660/3520] lr: 7.500e-04, eta: 20:14:25, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8719, loss_cls: 1.2496, loss: 1.2496, grad_norm: 9.2347 2020-10-12 03:47:03,293 - mmaction - INFO - Epoch [30][1680/3520] lr: 7.500e-04, eta: 20:14:05, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9021, loss_cls: 1.1524, loss: 1.1524, grad_norm: 9.1218 2020-10-12 03:47:22,413 - mmaction - INFO - Epoch [30][1700/3520] lr: 7.500e-04, eta: 20:13:45, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.9083, loss_cls: 1.1657, loss: 1.1657, grad_norm: 9.3032 2020-10-12 03:47:41,898 - mmaction - INFO - Epoch [30][1720/3520] lr: 7.500e-04, eta: 20:13:24, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8698, loss_cls: 1.2616, loss: 1.2616, grad_norm: 9.4999 2020-10-12 03:48:01,528 - mmaction - INFO - Epoch [30][1740/3520] lr: 7.500e-04, eta: 20:13:03, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8896, loss_cls: 1.2430, loss: 1.2430, grad_norm: 9.6776 2020-10-12 03:48:20,795 - mmaction - INFO - Epoch [30][1760/3520] lr: 7.500e-04, eta: 20:12:43, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8844, loss_cls: 1.2357, loss: 1.2357, grad_norm: 9.4590 2020-10-12 03:48:39,898 - mmaction - INFO - Epoch [30][1780/3520] lr: 7.500e-04, eta: 20:12:22, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8896, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.1892 2020-10-12 03:49:00,379 - mmaction - INFO - Epoch [30][1800/3520] lr: 7.500e-04, eta: 20:12:02, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8917, loss_cls: 1.1757, loss: 1.1757, grad_norm: 9.1342 2020-10-12 03:49:19,241 - mmaction - INFO - Epoch [30][1820/3520] lr: 7.500e-04, eta: 20:11:41, time: 0.946, data_time: 0.007, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8677, loss_cls: 1.2276, loss: 1.2276, grad_norm: 9.4422 2020-10-12 03:49:38,994 - mmaction - INFO - Epoch [30][1840/3520] lr: 7.500e-04, eta: 20:11:20, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8875, loss_cls: 1.2215, loss: 1.2215, grad_norm: 9.7795 2020-10-12 03:49:58,207 - mmaction - INFO - Epoch [30][1860/3520] lr: 7.500e-04, eta: 20:10:59, time: 0.959, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8802, loss_cls: 1.2580, loss: 1.2580, grad_norm: 9.7280 2020-10-12 03:50:17,181 - mmaction - INFO - Epoch [30][1880/3520] lr: 7.500e-04, eta: 20:10:38, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8813, loss_cls: 1.2663, loss: 1.2663, grad_norm: 9.5081 2020-10-12 03:50:36,638 - mmaction - INFO - Epoch [30][1900/3520] lr: 7.500e-04, eta: 20:10:18, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9010, loss_cls: 1.1756, loss: 1.1756, grad_norm: 9.5780 2020-10-12 03:50:56,329 - mmaction - INFO - Epoch [30][1920/3520] lr: 7.500e-04, eta: 20:09:57, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8865, loss_cls: 1.2267, loss: 1.2267, grad_norm: 9.2844 2020-10-12 03:51:15,176 - mmaction - INFO - Epoch [30][1940/3520] lr: 7.500e-04, eta: 20:09:36, time: 0.944, data_time: 0.007, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8865, loss_cls: 1.2623, loss: 1.2623, grad_norm: 9.8594 2020-10-12 03:51:34,618 - mmaction - INFO - Epoch [30][1960/3520] lr: 7.500e-04, eta: 20:09:16, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8750, loss_cls: 1.2577, loss: 1.2577, grad_norm: 9.3322 2020-10-12 03:51:53,758 - mmaction - INFO - Epoch [30][1980/3520] lr: 7.500e-04, eta: 20:08:55, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8979, loss_cls: 1.1963, loss: 1.1963, grad_norm: 9.4476 2020-10-12 03:52:12,742 - mmaction - INFO - Epoch [30][2000/3520] lr: 7.500e-04, eta: 20:08:34, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8688, loss_cls: 1.2567, loss: 1.2567, grad_norm: 9.7064 2020-10-12 03:52:32,222 - mmaction - INFO - Epoch [30][2020/3520] lr: 7.500e-04, eta: 20:08:13, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8854, loss_cls: 1.2433, loss: 1.2433, grad_norm: 9.2945 2020-10-12 03:52:51,230 - mmaction - INFO - Epoch [30][2040/3520] lr: 7.500e-04, eta: 20:07:52, time: 0.948, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8896, loss_cls: 1.2466, loss: 1.2466, grad_norm: 9.3821 2020-10-12 03:53:10,682 - mmaction - INFO - Epoch [30][2060/3520] lr: 7.500e-04, eta: 20:07:31, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8927, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.5616 2020-10-12 03:53:30,887 - mmaction - INFO - Epoch [30][2080/3520] lr: 7.500e-04, eta: 20:07:11, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9063, loss_cls: 1.1091, loss: 1.1091, grad_norm: 9.1226 2020-10-12 03:53:49,532 - mmaction - INFO - Epoch [30][2100/3520] lr: 7.500e-04, eta: 20:06:50, time: 0.936, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8969, loss_cls: 1.1750, loss: 1.1750, grad_norm: 9.3043 2020-10-12 03:54:08,675 - mmaction - INFO - Epoch [30][2120/3520] lr: 7.500e-04, eta: 20:06:29, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8948, loss_cls: 1.2124, loss: 1.2124, grad_norm: 9.5905 2020-10-12 03:54:29,478 - mmaction - INFO - Epoch [30][2140/3520] lr: 7.500e-04, eta: 20:06:09, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9063, loss_cls: 1.1608, loss: 1.1608, grad_norm: 9.1993 2020-10-12 03:54:48,161 - mmaction - INFO - Epoch [30][2160/3520] lr: 7.500e-04, eta: 20:05:48, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8854, loss_cls: 1.2187, loss: 1.2187, grad_norm: 9.4274 2020-10-12 03:55:07,906 - mmaction - INFO - Epoch [30][2180/3520] lr: 7.500e-04, eta: 20:05:28, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.1729, loss: 1.1729, grad_norm: 9.3716 2020-10-12 03:55:27,305 - mmaction - INFO - Epoch [30][2200/3520] lr: 7.500e-04, eta: 20:05:07, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.2331, loss: 1.2331, grad_norm: 9.3311 2020-10-12 03:55:47,811 - mmaction - INFO - Epoch [30][2220/3520] lr: 7.500e-04, eta: 20:04:47, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8906, loss_cls: 1.2087, loss: 1.2087, grad_norm: 9.6415 2020-10-12 03:56:09,204 - mmaction - INFO - Epoch [30][2240/3520] lr: 7.500e-04, eta: 20:04:28, time: 1.068, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8823, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.3986 2020-10-12 03:56:27,905 - mmaction - INFO - Epoch [30][2260/3520] lr: 7.500e-04, eta: 20:04:07, time: 0.936, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8969, loss_cls: 1.2233, loss: 1.2233, grad_norm: 9.7994 2020-10-12 03:56:47,692 - mmaction - INFO - Epoch [30][2280/3520] lr: 7.500e-04, eta: 20:03:46, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8938, loss_cls: 1.1766, loss: 1.1766, grad_norm: 9.4265 2020-10-12 03:57:07,079 - mmaction - INFO - Epoch [30][2300/3520] lr: 7.500e-04, eta: 20:03:26, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8823, loss_cls: 1.1647, loss: 1.1647, grad_norm: 9.4963 2020-10-12 03:57:27,034 - mmaction - INFO - Epoch [30][2320/3520] lr: 7.500e-04, eta: 20:03:05, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8781, loss_cls: 1.2179, loss: 1.2179, grad_norm: 9.5444 2020-10-12 03:57:47,514 - mmaction - INFO - Epoch [30][2340/3520] lr: 7.500e-04, eta: 20:02:45, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8844, loss_cls: 1.2429, loss: 1.2429, grad_norm: 9.4946 2020-10-12 03:58:08,048 - mmaction - INFO - Epoch [30][2360/3520] lr: 7.500e-04, eta: 20:02:25, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8927, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.4401 2020-10-12 03:58:26,756 - mmaction - INFO - Epoch [30][2380/3520] lr: 7.500e-04, eta: 20:02:04, time: 0.936, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8865, loss_cls: 1.2326, loss: 1.2326, grad_norm: 9.5568 2020-10-12 03:58:46,047 - mmaction - INFO - Epoch [30][2400/3520] lr: 7.500e-04, eta: 20:01:43, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8917, loss_cls: 1.2268, loss: 1.2268, grad_norm: 9.4418 2020-10-12 03:59:05,497 - mmaction - INFO - Epoch [30][2420/3520] lr: 7.500e-04, eta: 20:01:23, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8875, loss_cls: 1.2212, loss: 1.2212, grad_norm: 9.5055 2020-10-12 03:59:24,663 - mmaction - INFO - Epoch [30][2440/3520] lr: 7.500e-04, eta: 20:01:02, time: 0.960, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8865, loss_cls: 1.1950, loss: 1.1950, grad_norm: 9.3316 2020-10-12 03:59:44,908 - mmaction - INFO - Epoch [30][2460/3520] lr: 7.500e-04, eta: 20:00:42, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9000, loss_cls: 1.1889, loss: 1.1889, grad_norm: 9.3541 2020-10-12 04:00:05,934 - mmaction - INFO - Epoch [30][2480/3520] lr: 7.500e-04, eta: 20:00:22, time: 1.046, data_time: 0.004, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8833, loss_cls: 1.2452, loss: 1.2452, grad_norm: 9.6939 2020-10-12 04:00:25,407 - mmaction - INFO - Epoch [30][2500/3520] lr: 7.500e-04, eta: 20:00:02, time: 0.975, data_time: 0.011, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9000, loss_cls: 1.1816, loss: 1.1816, grad_norm: 9.5405 2020-10-12 04:00:44,418 - mmaction - INFO - Epoch [30][2520/3520] lr: 7.500e-04, eta: 19:59:41, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8990, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.1070 2020-10-12 04:01:03,915 - mmaction - INFO - Epoch [30][2540/3520] lr: 7.500e-04, eta: 19:59:20, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9031, loss_cls: 1.1500, loss: 1.1500, grad_norm: 9.2953 2020-10-12 04:01:23,493 - mmaction - INFO - Epoch [30][2560/3520] lr: 7.500e-04, eta: 19:59:00, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8823, loss_cls: 1.1789, loss: 1.1789, grad_norm: 9.2108 2020-10-12 04:01:42,537 - mmaction - INFO - Epoch [30][2580/3520] lr: 7.500e-04, eta: 19:58:39, time: 0.953, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8719, loss_cls: 1.2450, loss: 1.2450, grad_norm: 9.0378 2020-10-12 04:02:01,733 - mmaction - INFO - Epoch [30][2600/3520] lr: 7.500e-04, eta: 19:58:18, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8844, loss_cls: 1.2420, loss: 1.2420, grad_norm: 9.3801 2020-10-12 04:02:21,198 - mmaction - INFO - Epoch [30][2620/3520] lr: 7.500e-04, eta: 19:57:57, time: 0.972, data_time: 0.008, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9062, loss_cls: 1.1269, loss: 1.1269, grad_norm: 8.9212 2020-10-12 04:02:41,546 - mmaction - INFO - Epoch [30][2640/3520] lr: 7.500e-04, eta: 19:57:37, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8823, loss_cls: 1.2085, loss: 1.2085, grad_norm: 9.4067 2020-10-12 04:03:01,655 - mmaction - INFO - Epoch [30][2660/3520] lr: 7.500e-04, eta: 19:57:17, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8958, loss_cls: 1.2334, loss: 1.2334, grad_norm: 9.3374 2020-10-12 04:03:20,717 - mmaction - INFO - Epoch [30][2680/3520] lr: 7.500e-04, eta: 19:56:56, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8896, loss_cls: 1.2138, loss: 1.2138, grad_norm: 10.0354 2020-10-12 04:03:40,052 - mmaction - INFO - Epoch [30][2700/3520] lr: 7.500e-04, eta: 19:56:35, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8948, loss_cls: 1.1635, loss: 1.1635, grad_norm: 9.4269 2020-10-12 04:03:59,864 - mmaction - INFO - Epoch [30][2720/3520] lr: 7.500e-04, eta: 19:56:15, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9042, loss_cls: 1.1084, loss: 1.1084, grad_norm: 9.1694 2020-10-12 04:04:18,724 - mmaction - INFO - Epoch [30][2740/3520] lr: 7.500e-04, eta: 19:55:54, time: 0.944, data_time: 0.005, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8750, loss_cls: 1.3116, loss: 1.3116, grad_norm: 9.9947 2020-10-12 04:04:37,692 - mmaction - INFO - Epoch [30][2760/3520] lr: 7.500e-04, eta: 19:55:33, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8958, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.2824 2020-10-12 04:04:58,790 - mmaction - INFO - Epoch [30][2780/3520] lr: 7.500e-04, eta: 19:55:13, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8802, loss_cls: 1.2455, loss: 1.2455, grad_norm: 9.4120 2020-10-12 04:05:18,041 - mmaction - INFO - Epoch [30][2800/3520] lr: 7.500e-04, eta: 19:54:53, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8823, loss_cls: 1.2682, loss: 1.2682, grad_norm: 9.4298 2020-10-12 04:05:37,279 - mmaction - INFO - Epoch [30][2820/3520] lr: 7.500e-04, eta: 19:54:32, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9010, loss_cls: 1.1417, loss: 1.1417, grad_norm: 9.0573 2020-10-12 04:05:56,731 - mmaction - INFO - Epoch [30][2840/3520] lr: 7.500e-04, eta: 19:54:11, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8708, loss_cls: 1.2452, loss: 1.2452, grad_norm: 9.4070 2020-10-12 04:06:16,418 - mmaction - INFO - Epoch [30][2860/3520] lr: 7.500e-04, eta: 19:53:51, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8760, loss_cls: 1.2646, loss: 1.2646, grad_norm: 9.4938 2020-10-12 04:06:35,871 - mmaction - INFO - Epoch [30][2880/3520] lr: 7.500e-04, eta: 19:53:30, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2733, loss: 1.2733, grad_norm: 9.6300 2020-10-12 04:06:55,899 - mmaction - INFO - Epoch [30][2900/3520] lr: 7.500e-04, eta: 19:53:10, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8896, loss_cls: 1.2467, loss: 1.2467, grad_norm: 9.6917 2020-10-12 04:07:16,856 - mmaction - INFO - Epoch [30][2920/3520] lr: 7.500e-04, eta: 19:52:50, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9042, loss_cls: 1.1072, loss: 1.1072, grad_norm: 9.1605 2020-10-12 04:07:36,431 - mmaction - INFO - Epoch [30][2940/3520] lr: 7.500e-04, eta: 19:52:30, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8823, loss_cls: 1.2118, loss: 1.2118, grad_norm: 9.5262 2020-10-12 04:07:55,255 - mmaction - INFO - Epoch [30][2960/3520] lr: 7.500e-04, eta: 19:52:09, time: 0.939, data_time: 0.005, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8802, loss_cls: 1.2606, loss: 1.2606, grad_norm: 9.9283 2020-10-12 04:08:16,066 - mmaction - INFO - Epoch [30][2980/3520] lr: 7.500e-04, eta: 19:51:49, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8865, loss_cls: 1.1739, loss: 1.1739, grad_norm: 9.3092 2020-10-12 04:08:34,769 - mmaction - INFO - Epoch [30][3000/3520] lr: 7.500e-04, eta: 19:51:28, time: 0.935, data_time: 0.003, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8625, loss_cls: 1.2752, loss: 1.2752, grad_norm: 9.3933 2020-10-12 04:08:54,167 - mmaction - INFO - Epoch [30][3020/3520] lr: 7.500e-04, eta: 19:51:07, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8917, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.3258 2020-10-12 04:09:14,031 - mmaction - INFO - Epoch [30][3040/3520] lr: 7.500e-04, eta: 19:50:47, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8750, loss_cls: 1.2785, loss: 1.2785, grad_norm: 9.6096 2020-10-12 04:09:34,526 - mmaction - INFO - Epoch [30][3060/3520] lr: 7.500e-04, eta: 19:50:27, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.1689, loss: 1.1689, grad_norm: 9.7119 2020-10-12 04:09:53,799 - mmaction - INFO - Epoch [30][3080/3520] lr: 7.500e-04, eta: 19:50:06, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8802, loss_cls: 1.2337, loss: 1.2337, grad_norm: 9.7518 2020-10-12 04:10:13,610 - mmaction - INFO - Epoch [30][3100/3520] lr: 7.500e-04, eta: 19:49:46, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1759, loss: 1.1759, grad_norm: 9.2057 2020-10-12 04:10:33,236 - mmaction - INFO - Epoch [30][3120/3520] lr: 7.500e-04, eta: 19:49:25, time: 0.985, data_time: 0.008, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.2404, loss: 1.2404, grad_norm: 9.5361 2020-10-12 04:10:52,424 - mmaction - INFO - Epoch [30][3140/3520] lr: 7.500e-04, eta: 19:49:04, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8698, loss_cls: 1.2648, loss: 1.2648, grad_norm: 9.6622 2020-10-12 04:11:12,314 - mmaction - INFO - Epoch [30][3160/3520] lr: 7.500e-04, eta: 19:48:44, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8698, loss_cls: 1.2414, loss: 1.2414, grad_norm: 9.1230 2020-10-12 04:11:31,343 - mmaction - INFO - Epoch [30][3180/3520] lr: 7.500e-04, eta: 19:48:23, time: 0.951, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9021, loss_cls: 1.1381, loss: 1.1381, grad_norm: 8.9667 2020-10-12 04:11:51,192 - mmaction - INFO - Epoch [30][3200/3520] lr: 7.500e-04, eta: 19:48:03, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8760, loss_cls: 1.2956, loss: 1.2956, grad_norm: 9.9877 2020-10-12 04:12:10,904 - mmaction - INFO - Epoch [30][3220/3520] lr: 7.500e-04, eta: 19:47:42, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8917, loss_cls: 1.2383, loss: 1.2383, grad_norm: 9.8267 2020-10-12 04:12:29,924 - mmaction - INFO - Epoch [30][3240/3520] lr: 7.500e-04, eta: 19:47:21, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.6802, top5_acc: 0.9010, loss_cls: 1.1697, loss: 1.1697, grad_norm: 9.5483 2020-10-12 04:12:49,420 - mmaction - INFO - Epoch [30][3260/3520] lr: 7.500e-04, eta: 19:47:01, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8896, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.9667 2020-10-12 04:13:09,590 - mmaction - INFO - Epoch [30][3280/3520] lr: 7.500e-04, eta: 19:46:40, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.9083, loss_cls: 1.1922, loss: 1.1922, grad_norm: 9.3753 2020-10-12 04:13:28,693 - mmaction - INFO - Epoch [30][3300/3520] lr: 7.500e-04, eta: 19:46:20, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8844, loss_cls: 1.2270, loss: 1.2270, grad_norm: 9.2002 2020-10-12 04:13:48,648 - mmaction - INFO - Epoch [30][3320/3520] lr: 7.500e-04, eta: 19:45:59, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8792, loss_cls: 1.2861, loss: 1.2861, grad_norm: 9.5578 2020-10-12 04:14:09,049 - mmaction - INFO - Epoch [30][3340/3520] lr: 7.500e-04, eta: 19:45:39, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.2999, loss: 1.2999, grad_norm: 9.4727 2020-10-12 04:14:28,321 - mmaction - INFO - Epoch [30][3360/3520] lr: 7.500e-04, eta: 19:45:19, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8854, loss_cls: 1.2006, loss: 1.2006, grad_norm: 9.3486 2020-10-12 04:14:48,291 - mmaction - INFO - Epoch [30][3380/3520] lr: 7.500e-04, eta: 19:44:58, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.3535 2020-10-12 04:15:07,760 - mmaction - INFO - Epoch [30][3400/3520] lr: 7.500e-04, eta: 19:44:38, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0722, loss: 1.0722, grad_norm: 8.9171 2020-10-12 04:15:27,672 - mmaction - INFO - Epoch [30][3420/3520] lr: 7.500e-04, eta: 19:44:17, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8760, loss_cls: 1.2226, loss: 1.2226, grad_norm: 9.6913 2020-10-12 04:15:46,613 - mmaction - INFO - Epoch [30][3440/3520] lr: 7.500e-04, eta: 19:43:56, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8958, loss_cls: 1.1608, loss: 1.1608, grad_norm: 9.4048 2020-10-12 04:16:06,372 - mmaction - INFO - Epoch [30][3460/3520] lr: 7.500e-04, eta: 19:43:36, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8792, loss_cls: 1.2735, loss: 1.2735, grad_norm: 9.9536 2020-10-12 04:16:26,758 - mmaction - INFO - Epoch [30][3480/3520] lr: 7.500e-04, eta: 19:43:16, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8729, loss_cls: 1.2277, loss: 1.2277, grad_norm: 9.3318 2020-10-12 04:16:45,495 - mmaction - INFO - Epoch [30][3500/3520] lr: 7.500e-04, eta: 19:42:55, time: 0.937, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8823, loss_cls: 1.3240, loss: 1.3240, grad_norm: 9.7106 2020-10-12 04:17:03,948 - mmaction - INFO - Epoch [30][3520/3520] lr: 7.500e-04, eta: 19:42:34, time: 0.923, data_time: 0.004, memory: 10390, top1_acc: 0.6598, top5_acc: 0.8859, loss_cls: 1.2352, loss: 1.2352, grad_norm: 11.0108 2020-10-12 04:17:04,363 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-12 04:17:37,610 - mmaction - INFO - Epoch [31][20/3520] lr: 7.500e-04, eta: 19:42:22, time: 1.626, data_time: 0.701, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8917, loss_cls: 1.1515, loss: 1.1515, grad_norm: 9.3858 2020-10-12 04:17:55,525 - mmaction - INFO - Epoch [31][40/3520] lr: 7.500e-04, eta: 19:42:00, time: 0.896, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9031, loss_cls: 1.1265, loss: 1.1265, grad_norm: 9.3080 2020-10-12 04:18:14,829 - mmaction - INFO - Epoch [31][60/3520] lr: 7.500e-04, eta: 19:41:39, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8906, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.5762 2020-10-12 04:18:34,062 - mmaction - INFO - Epoch [31][80/3520] lr: 7.500e-04, eta: 19:41:18, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8948, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.5829 2020-10-12 04:18:54,989 - mmaction - INFO - Epoch [31][100/3520] lr: 7.500e-04, eta: 19:40:59, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8792, loss_cls: 1.2375, loss: 1.2375, grad_norm: 9.6149 2020-10-12 04:19:14,424 - mmaction - INFO - Epoch [31][120/3520] lr: 7.500e-04, eta: 19:40:38, time: 0.975, data_time: 0.008, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8802, loss_cls: 1.2206, loss: 1.2206, grad_norm: 9.3752 2020-10-12 04:19:34,706 - mmaction - INFO - Epoch [31][140/3520] lr: 7.500e-04, eta: 19:40:18, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8990, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.2640 2020-10-12 04:19:53,943 - mmaction - INFO - Epoch [31][160/3520] lr: 7.500e-04, eta: 19:39:57, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8937, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.3304 2020-10-12 04:20:14,322 - mmaction - INFO - Epoch [31][180/3520] lr: 7.500e-04, eta: 19:39:37, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8833, loss_cls: 1.2355, loss: 1.2355, grad_norm: 9.5894 2020-10-12 04:20:34,325 - mmaction - INFO - Epoch [31][200/3520] lr: 7.500e-04, eta: 19:39:17, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8875, loss_cls: 1.1634, loss: 1.1634, grad_norm: 9.0507 2020-10-12 04:20:53,390 - mmaction - INFO - Epoch [31][220/3520] lr: 7.500e-04, eta: 19:38:56, time: 0.954, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1863, loss: 1.1863, grad_norm: 9.3408 2020-10-12 04:21:12,638 - mmaction - INFO - Epoch [31][240/3520] lr: 7.500e-04, eta: 19:38:35, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8906, loss_cls: 1.2388, loss: 1.2388, grad_norm: 9.4352 2020-10-12 04:21:33,556 - mmaction - INFO - Epoch [31][260/3520] lr: 7.500e-04, eta: 19:38:16, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8958, loss_cls: 1.1522, loss: 1.1522, grad_norm: 9.4137 2020-10-12 04:21:53,475 - mmaction - INFO - Epoch [31][280/3520] lr: 7.500e-04, eta: 19:37:55, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9083, loss_cls: 1.1306, loss: 1.1306, grad_norm: 9.6315 2020-10-12 04:22:12,384 - mmaction - INFO - Epoch [31][300/3520] lr: 7.500e-04, eta: 19:37:34, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8792, loss_cls: 1.2961, loss: 1.2961, grad_norm: 9.6628 2020-10-12 04:22:31,574 - mmaction - INFO - Epoch [31][320/3520] lr: 7.500e-04, eta: 19:37:14, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8823, loss_cls: 1.2071, loss: 1.2071, grad_norm: 9.6281 2020-10-12 04:22:50,847 - mmaction - INFO - Epoch [31][340/3520] lr: 7.500e-04, eta: 19:36:53, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9083, loss_cls: 1.0985, loss: 1.0985, grad_norm: 9.3250 2020-10-12 04:23:10,052 - mmaction - INFO - Epoch [31][360/3520] lr: 7.500e-04, eta: 19:36:32, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8990, loss_cls: 1.1682, loss: 1.1682, grad_norm: 9.7615 2020-10-12 04:23:29,746 - mmaction - INFO - Epoch [31][380/3520] lr: 7.500e-04, eta: 19:36:12, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8906, loss_cls: 1.1937, loss: 1.1937, grad_norm: 9.9191 2020-10-12 04:23:48,978 - mmaction - INFO - Epoch [31][400/3520] lr: 7.500e-04, eta: 19:35:51, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8833, loss_cls: 1.1615, loss: 1.1615, grad_norm: 9.2256 2020-10-12 04:24:08,287 - mmaction - INFO - Epoch [31][420/3520] lr: 7.500e-04, eta: 19:35:30, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8885, loss_cls: 1.1488, loss: 1.1488, grad_norm: 9.4732 2020-10-12 04:24:27,466 - mmaction - INFO - Epoch [31][440/3520] lr: 7.500e-04, eta: 19:35:09, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8802, loss_cls: 1.2538, loss: 1.2538, grad_norm: 9.7875 2020-10-12 04:24:46,855 - mmaction - INFO - Epoch [31][460/3520] lr: 7.500e-04, eta: 19:34:49, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9010, loss_cls: 1.1401, loss: 1.1401, grad_norm: 9.4410 2020-10-12 04:25:05,947 - mmaction - INFO - Epoch [31][480/3520] lr: 7.500e-04, eta: 19:34:28, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.2653 2020-10-12 04:25:26,120 - mmaction - INFO - Epoch [31][500/3520] lr: 7.500e-04, eta: 19:34:08, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9042, loss_cls: 1.1287, loss: 1.1287, grad_norm: 9.4952 2020-10-12 04:25:44,916 - mmaction - INFO - Epoch [31][520/3520] lr: 7.500e-04, eta: 19:33:47, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8990, loss_cls: 1.1726, loss: 1.1726, grad_norm: 9.5779 2020-10-12 04:26:04,676 - mmaction - INFO - Epoch [31][540/3520] lr: 7.500e-04, eta: 19:33:26, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.1857, loss: 1.1857, grad_norm: 9.2693 2020-10-12 04:26:23,680 - mmaction - INFO - Epoch [31][560/3520] lr: 7.500e-04, eta: 19:33:05, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8760, loss_cls: 1.2383, loss: 1.2383, grad_norm: 9.6526 2020-10-12 04:26:43,131 - mmaction - INFO - Epoch [31][580/3520] lr: 7.500e-04, eta: 19:32:45, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8979, loss_cls: 1.1582, loss: 1.1582, grad_norm: 9.3878 2020-10-12 04:27:02,010 - mmaction - INFO - Epoch [31][600/3520] lr: 7.500e-04, eta: 19:32:24, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8958, loss_cls: 1.1202, loss: 1.1202, grad_norm: 9.1138 2020-10-12 04:27:21,461 - mmaction - INFO - Epoch [31][620/3520] lr: 7.500e-04, eta: 19:32:03, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.5655 2020-10-12 04:27:40,498 - mmaction - INFO - Epoch [31][640/3520] lr: 7.500e-04, eta: 19:31:42, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9000, loss_cls: 1.0975, loss: 1.0975, grad_norm: 9.1203 2020-10-12 04:28:00,062 - mmaction - INFO - Epoch [31][660/3520] lr: 7.500e-04, eta: 19:31:22, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8865, loss_cls: 1.1931, loss: 1.1931, grad_norm: 9.6555 2020-10-12 04:28:19,353 - mmaction - INFO - Epoch [31][680/3520] lr: 7.500e-04, eta: 19:31:01, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8948, loss_cls: 1.1980, loss: 1.1980, grad_norm: 9.7145 2020-10-12 04:28:38,423 - mmaction - INFO - Epoch [31][700/3520] lr: 7.500e-04, eta: 19:30:40, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8833, loss_cls: 1.2104, loss: 1.2104, grad_norm: 9.7149 2020-10-12 04:28:58,332 - mmaction - INFO - Epoch [31][720/3520] lr: 7.500e-04, eta: 19:30:20, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.1165, loss: 1.1165, grad_norm: 9.4803 2020-10-12 04:29:17,522 - mmaction - INFO - Epoch [31][740/3520] lr: 7.500e-04, eta: 19:29:59, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1591, loss: 1.1591, grad_norm: 9.4323 2020-10-12 04:29:37,125 - mmaction - INFO - Epoch [31][760/3520] lr: 7.500e-04, eta: 19:29:38, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8875, loss_cls: 1.2432, loss: 1.2432, grad_norm: 9.7458 2020-10-12 04:29:56,141 - mmaction - INFO - Epoch [31][780/3520] lr: 7.500e-04, eta: 19:29:18, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9052, loss_cls: 1.1397, loss: 1.1397, grad_norm: 9.3366 2020-10-12 04:30:15,196 - mmaction - INFO - Epoch [31][800/3520] lr: 7.500e-04, eta: 19:28:57, time: 0.952, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9052, loss_cls: 1.1046, loss: 1.1046, grad_norm: 9.2473 2020-10-12 04:30:34,446 - mmaction - INFO - Epoch [31][820/3520] lr: 7.500e-04, eta: 19:28:36, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9073, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.1508 2020-10-12 04:30:53,833 - mmaction - INFO - Epoch [31][840/3520] lr: 7.500e-04, eta: 19:28:15, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8865, loss_cls: 1.2064, loss: 1.2064, grad_norm: 9.5454 2020-10-12 04:31:13,115 - mmaction - INFO - Epoch [31][860/3520] lr: 7.500e-04, eta: 19:27:54, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8948, loss_cls: 1.1344, loss: 1.1344, grad_norm: 9.1417 2020-10-12 04:31:33,435 - mmaction - INFO - Epoch [31][880/3520] lr: 7.500e-04, eta: 19:27:34, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8854, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.7305 2020-10-12 04:31:52,564 - mmaction - INFO - Epoch [31][900/3520] lr: 7.500e-04, eta: 19:27:14, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9115, loss_cls: 1.1612, loss: 1.1612, grad_norm: 9.5426 2020-10-12 04:32:11,844 - mmaction - INFO - Epoch [31][920/3520] lr: 7.500e-04, eta: 19:26:53, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8990, loss_cls: 1.1859, loss: 1.1859, grad_norm: 9.5604 2020-10-12 04:32:31,088 - mmaction - INFO - Epoch [31][940/3520] lr: 7.500e-04, eta: 19:26:32, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9010, loss_cls: 1.1249, loss: 1.1249, grad_norm: 9.8748 2020-10-12 04:32:50,197 - mmaction - INFO - Epoch [31][960/3520] lr: 7.500e-04, eta: 19:26:11, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9052, loss_cls: 1.1693, loss: 1.1693, grad_norm: 9.7131 2020-10-12 04:33:09,270 - mmaction - INFO - Epoch [31][980/3520] lr: 7.500e-04, eta: 19:25:50, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9094, loss_cls: 1.0662, loss: 1.0662, grad_norm: 9.3494 2020-10-12 04:33:29,216 - mmaction - INFO - Epoch [31][1000/3520] lr: 7.500e-04, eta: 19:25:30, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8740, loss_cls: 1.2676, loss: 1.2676, grad_norm: 10.2740 2020-10-12 04:33:49,527 - mmaction - INFO - Epoch [31][1020/3520] lr: 7.500e-04, eta: 19:25:10, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9010, loss_cls: 1.1103, loss: 1.1103, grad_norm: 9.1766 2020-10-12 04:34:08,661 - mmaction - INFO - Epoch [31][1040/3520] lr: 7.500e-04, eta: 19:24:49, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8865, loss_cls: 1.2073, loss: 1.2073, grad_norm: 9.5851 2020-10-12 04:34:28,313 - mmaction - INFO - Epoch [31][1060/3520] lr: 7.500e-04, eta: 19:24:29, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.2437, loss: 1.2437, grad_norm: 9.7838 2020-10-12 04:34:47,401 - mmaction - INFO - Epoch [31][1080/3520] lr: 7.500e-04, eta: 19:24:08, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8917, loss_cls: 1.2588, loss: 1.2588, grad_norm: 10.0312 2020-10-12 04:35:06,588 - mmaction - INFO - Epoch [31][1100/3520] lr: 7.500e-04, eta: 19:23:47, time: 0.959, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9115, loss_cls: 1.1399, loss: 1.1399, grad_norm: 9.5815 2020-10-12 04:35:25,693 - mmaction - INFO - Epoch [31][1120/3520] lr: 7.500e-04, eta: 19:23:26, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8833, loss_cls: 1.2743, loss: 1.2743, grad_norm: 10.4139 2020-10-12 04:35:44,880 - mmaction - INFO - Epoch [31][1140/3520] lr: 7.500e-04, eta: 19:23:06, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1595, loss: 1.1595, grad_norm: 9.5543 2020-10-12 04:36:04,391 - mmaction - INFO - Epoch [31][1160/3520] lr: 7.500e-04, eta: 19:22:45, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2171, loss: 1.2171, grad_norm: 9.5904 2020-10-12 04:36:24,006 - mmaction - INFO - Epoch [31][1180/3520] lr: 7.500e-04, eta: 19:22:25, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9042, loss_cls: 1.1506, loss: 1.1506, grad_norm: 9.6540 2020-10-12 04:36:43,190 - mmaction - INFO - Epoch [31][1200/3520] lr: 7.500e-04, eta: 19:22:04, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.1196, loss: 1.1196, grad_norm: 9.1804 2020-10-12 04:37:02,436 - mmaction - INFO - Epoch [31][1220/3520] lr: 7.500e-04, eta: 19:21:43, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8948, loss_cls: 1.2105, loss: 1.2105, grad_norm: 9.6610 2020-10-12 04:37:21,742 - mmaction - INFO - Epoch [31][1240/3520] lr: 7.500e-04, eta: 19:21:22, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8792, loss_cls: 1.2906, loss: 1.2906, grad_norm: 10.1613 2020-10-12 04:37:41,229 - mmaction - INFO - Epoch [31][1260/3520] lr: 7.500e-04, eta: 19:21:02, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8990, loss_cls: 1.1593, loss: 1.1593, grad_norm: 8.9742 2020-10-12 04:38:00,312 - mmaction - INFO - Epoch [31][1280/3520] lr: 7.500e-04, eta: 19:20:41, time: 0.952, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8875, loss_cls: 1.1599, loss: 1.1599, grad_norm: 9.4552 2020-10-12 04:38:19,322 - mmaction - INFO - Epoch [31][1300/3520] lr: 7.500e-04, eta: 19:20:20, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1786, loss: 1.1786, grad_norm: 9.2735 2020-10-12 04:38:39,578 - mmaction - INFO - Epoch [31][1320/3520] lr: 7.500e-04, eta: 19:20:00, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8958, loss_cls: 1.1741, loss: 1.1741, grad_norm: 9.5306 2020-10-12 04:38:58,556 - mmaction - INFO - Epoch [31][1340/3520] lr: 7.500e-04, eta: 19:19:39, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8865, loss_cls: 1.2207, loss: 1.2207, grad_norm: 9.4186 2020-10-12 04:39:18,290 - mmaction - INFO - Epoch [31][1360/3520] lr: 7.500e-04, eta: 19:19:19, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8708, loss_cls: 1.2490, loss: 1.2490, grad_norm: 9.7595 2020-10-12 04:39:37,405 - mmaction - INFO - Epoch [31][1380/3520] lr: 7.500e-04, eta: 19:18:58, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8979, loss_cls: 1.1879, loss: 1.1879, grad_norm: 9.4867 2020-10-12 04:39:56,922 - mmaction - INFO - Epoch [31][1400/3520] lr: 7.500e-04, eta: 19:18:37, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8969, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.4330 2020-10-12 04:40:16,104 - mmaction - INFO - Epoch [31][1420/3520] lr: 7.500e-04, eta: 19:18:16, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9031, loss_cls: 1.1362, loss: 1.1362, grad_norm: 9.5909 2020-10-12 04:40:35,696 - mmaction - INFO - Epoch [31][1440/3520] lr: 7.500e-04, eta: 19:17:56, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8896, loss_cls: 1.2265, loss: 1.2265, grad_norm: 9.7343 2020-10-12 04:40:54,958 - mmaction - INFO - Epoch [31][1460/3520] lr: 7.500e-04, eta: 19:17:35, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.7752 2020-10-12 04:41:14,767 - mmaction - INFO - Epoch [31][1480/3520] lr: 7.500e-04, eta: 19:17:15, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8833, loss_cls: 1.1915, loss: 1.1915, grad_norm: 9.3681 2020-10-12 04:41:34,438 - mmaction - INFO - Epoch [31][1500/3520] lr: 7.500e-04, eta: 19:16:54, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9073, loss_cls: 1.1801, loss: 1.1801, grad_norm: 9.8496 2020-10-12 04:41:53,514 - mmaction - INFO - Epoch [31][1520/3520] lr: 7.500e-04, eta: 19:16:34, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8792, loss_cls: 1.2234, loss: 1.2234, grad_norm: 9.8012 2020-10-12 04:42:12,680 - mmaction - INFO - Epoch [31][1540/3520] lr: 7.500e-04, eta: 19:16:13, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8958, loss_cls: 1.1921, loss: 1.1921, grad_norm: 9.5829 2020-10-12 04:42:32,234 - mmaction - INFO - Epoch [31][1560/3520] lr: 7.500e-04, eta: 19:15:52, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8708, loss_cls: 1.2792, loss: 1.2792, grad_norm: 9.6244 2020-10-12 04:42:51,578 - mmaction - INFO - Epoch [31][1580/3520] lr: 7.500e-04, eta: 19:15:32, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8771, loss_cls: 1.2460, loss: 1.2460, grad_norm: 9.9783 2020-10-12 04:43:11,222 - mmaction - INFO - Epoch [31][1600/3520] lr: 7.500e-04, eta: 19:15:11, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8833, loss_cls: 1.2769, loss: 1.2769, grad_norm: 10.1599 2020-10-12 04:43:31,015 - mmaction - INFO - Epoch [31][1620/3520] lr: 7.500e-04, eta: 19:14:51, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9042, loss_cls: 1.1168, loss: 1.1168, grad_norm: 9.4978 2020-10-12 04:43:51,072 - mmaction - INFO - Epoch [31][1640/3520] lr: 7.500e-04, eta: 19:14:30, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8833, loss_cls: 1.2708, loss: 1.2708, grad_norm: 10.1171 2020-10-12 04:44:10,264 - mmaction - INFO - Epoch [31][1660/3520] lr: 7.500e-04, eta: 19:14:10, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2640, loss: 1.2640, grad_norm: 9.9547 2020-10-12 04:44:29,639 - mmaction - INFO - Epoch [31][1680/3520] lr: 7.500e-04, eta: 19:13:49, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8875, loss_cls: 1.1521, loss: 1.1521, grad_norm: 9.4562 2020-10-12 04:44:49,337 - mmaction - INFO - Epoch [31][1700/3520] lr: 7.500e-04, eta: 19:13:29, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8896, loss_cls: 1.1809, loss: 1.1809, grad_norm: 9.5295 2020-10-12 04:45:08,771 - mmaction - INFO - Epoch [31][1720/3520] lr: 7.500e-04, eta: 19:13:08, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.1681, loss: 1.1681, grad_norm: 9.6976 2020-10-12 04:45:28,602 - mmaction - INFO - Epoch [31][1740/3520] lr: 7.500e-04, eta: 19:12:48, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8979, loss_cls: 1.1440, loss: 1.1440, grad_norm: 9.5152 2020-10-12 04:45:48,036 - mmaction - INFO - Epoch [31][1760/3520] lr: 7.500e-04, eta: 19:12:27, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8854, loss_cls: 1.2059, loss: 1.2059, grad_norm: 9.6685 2020-10-12 04:46:07,287 - mmaction - INFO - Epoch [31][1780/3520] lr: 7.500e-04, eta: 19:12:06, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8917, loss_cls: 1.1799, loss: 1.1799, grad_norm: 9.8038 2020-10-12 04:46:27,760 - mmaction - INFO - Epoch [31][1800/3520] lr: 7.500e-04, eta: 19:11:46, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8833, loss_cls: 1.2052, loss: 1.2052, grad_norm: 10.0010 2020-10-12 04:46:47,513 - mmaction - INFO - Epoch [31][1820/3520] lr: 7.500e-04, eta: 19:11:26, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8927, loss_cls: 1.1916, loss: 1.1916, grad_norm: 9.2917 2020-10-12 04:47:07,659 - mmaction - INFO - Epoch [31][1840/3520] lr: 7.500e-04, eta: 19:11:06, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9042, loss_cls: 1.1209, loss: 1.1209, grad_norm: 9.4009 2020-10-12 04:47:27,858 - mmaction - INFO - Epoch [31][1860/3520] lr: 7.500e-04, eta: 19:10:46, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9010, loss_cls: 1.1673, loss: 1.1673, grad_norm: 9.8922 2020-10-12 04:47:47,490 - mmaction - INFO - Epoch [31][1880/3520] lr: 7.500e-04, eta: 19:10:25, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8813, loss_cls: 1.2781, loss: 1.2781, grad_norm: 9.9992 2020-10-12 04:48:08,566 - mmaction - INFO - Epoch [31][1900/3520] lr: 7.500e-04, eta: 19:10:06, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9042, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.8823 2020-10-12 04:48:28,211 - mmaction - INFO - Epoch [31][1920/3520] lr: 7.500e-04, eta: 19:09:45, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8927, loss_cls: 1.1898, loss: 1.1898, grad_norm: 9.8187 2020-10-12 04:48:48,264 - mmaction - INFO - Epoch [31][1940/3520] lr: 7.500e-04, eta: 19:09:25, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.3835 2020-10-12 04:49:08,989 - mmaction - INFO - Epoch [31][1960/3520] lr: 7.500e-04, eta: 19:09:05, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8958, loss_cls: 1.1706, loss: 1.1706, grad_norm: 9.6933 2020-10-12 04:49:28,241 - mmaction - INFO - Epoch [31][1980/3520] lr: 7.500e-04, eta: 19:08:45, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8885, loss_cls: 1.1755, loss: 1.1755, grad_norm: 9.5666 2020-10-12 04:49:48,117 - mmaction - INFO - Epoch [31][2000/3520] lr: 7.500e-04, eta: 19:08:24, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9063, loss_cls: 1.1262, loss: 1.1262, grad_norm: 9.4702 2020-10-12 04:50:08,805 - mmaction - INFO - Epoch [31][2020/3520] lr: 7.500e-04, eta: 19:08:04, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.1817, loss: 1.1817, grad_norm: 9.2133 2020-10-12 04:50:28,309 - mmaction - INFO - Epoch [31][2040/3520] lr: 7.500e-04, eta: 19:07:44, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8958, loss_cls: 1.1856, loss: 1.1856, grad_norm: 9.5895 2020-10-12 04:50:48,062 - mmaction - INFO - Epoch [31][2060/3520] lr: 7.500e-04, eta: 19:07:24, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8885, loss_cls: 1.1727, loss: 1.1727, grad_norm: 9.3938 2020-10-12 04:51:07,857 - mmaction - INFO - Epoch [31][2080/3520] lr: 7.500e-04, eta: 19:07:03, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8823, loss_cls: 1.2755, loss: 1.2755, grad_norm: 9.8064 2020-10-12 04:51:27,716 - mmaction - INFO - Epoch [31][2100/3520] lr: 7.500e-04, eta: 19:06:43, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.6656, top5_acc: 0.9000, loss_cls: 1.1474, loss: 1.1474, grad_norm: 9.2553 2020-10-12 04:51:47,792 - mmaction - INFO - Epoch [31][2120/3520] lr: 7.500e-04, eta: 19:06:23, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8927, loss_cls: 1.2362, loss: 1.2362, grad_norm: 10.0470 2020-10-12 04:52:08,374 - mmaction - INFO - Epoch [31][2140/3520] lr: 7.500e-04, eta: 19:06:03, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.1091, loss: 1.1091, grad_norm: 9.4037 2020-10-12 04:52:27,519 - mmaction - INFO - Epoch [31][2160/3520] lr: 7.500e-04, eta: 19:05:42, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8885, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.3248 2020-10-12 04:52:46,764 - mmaction - INFO - Epoch [31][2180/3520] lr: 7.500e-04, eta: 19:05:21, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9021, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.7555 2020-10-12 04:53:06,243 - mmaction - INFO - Epoch [31][2200/3520] lr: 7.500e-04, eta: 19:05:01, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8927, loss_cls: 1.2129, loss: 1.2129, grad_norm: 9.6244 2020-10-12 04:53:25,693 - mmaction - INFO - Epoch [31][2220/3520] lr: 7.500e-04, eta: 19:04:40, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8979, loss_cls: 1.1393, loss: 1.1393, grad_norm: 9.5311 2020-10-12 04:53:45,144 - mmaction - INFO - Epoch [31][2240/3520] lr: 7.500e-04, eta: 19:04:19, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8813, loss_cls: 1.2389, loss: 1.2389, grad_norm: 10.1285 2020-10-12 04:54:05,076 - mmaction - INFO - Epoch [31][2260/3520] lr: 7.500e-04, eta: 19:03:59, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8969, loss_cls: 1.1855, loss: 1.1855, grad_norm: 9.9818 2020-10-12 04:54:25,251 - mmaction - INFO - Epoch [31][2280/3520] lr: 7.500e-04, eta: 19:03:39, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8948, loss_cls: 1.1498, loss: 1.1498, grad_norm: 9.6955 2020-10-12 04:54:44,686 - mmaction - INFO - Epoch [31][2300/3520] lr: 7.500e-04, eta: 19:03:18, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8792, loss_cls: 1.2868, loss: 1.2868, grad_norm: 9.8386 2020-10-12 04:55:04,470 - mmaction - INFO - Epoch [31][2320/3520] lr: 7.500e-04, eta: 19:02:58, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8875, loss_cls: 1.2050, loss: 1.2050, grad_norm: 9.2049 2020-10-12 04:55:24,443 - mmaction - INFO - Epoch [31][2340/3520] lr: 7.500e-04, eta: 19:02:38, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8979, loss_cls: 1.1575, loss: 1.1575, grad_norm: 9.6498 2020-10-12 04:55:44,265 - mmaction - INFO - Epoch [31][2360/3520] lr: 7.500e-04, eta: 19:02:18, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8833, loss_cls: 1.2820, loss: 1.2820, grad_norm: 10.1722 2020-10-12 04:56:05,718 - mmaction - INFO - Epoch [31][2380/3520] lr: 7.500e-04, eta: 19:01:58, time: 1.071, data_time: 0.004, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8802, loss_cls: 1.1814, loss: 1.1814, grad_norm: 9.5305 2020-10-12 04:56:25,594 - mmaction - INFO - Epoch [31][2400/3520] lr: 7.500e-04, eta: 19:01:38, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9156, loss_cls: 1.1254, loss: 1.1254, grad_norm: 9.4058 2020-10-12 04:56:45,148 - mmaction - INFO - Epoch [31][2420/3520] lr: 7.500e-04, eta: 19:01:17, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1589, loss: 1.1589, grad_norm: 9.7128 2020-10-12 04:57:04,994 - mmaction - INFO - Epoch [31][2440/3520] lr: 7.500e-04, eta: 19:00:57, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2316, loss: 1.2316, grad_norm: 9.6228 2020-10-12 04:57:25,501 - mmaction - INFO - Epoch [31][2460/3520] lr: 7.500e-04, eta: 19:00:37, time: 1.029, data_time: 0.008, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8813, loss_cls: 1.2257, loss: 1.2257, grad_norm: 9.7270 2020-10-12 04:57:45,306 - mmaction - INFO - Epoch [31][2480/3520] lr: 7.500e-04, eta: 19:00:17, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8802, loss_cls: 1.2468, loss: 1.2468, grad_norm: 9.4121 2020-10-12 04:58:04,928 - mmaction - INFO - Epoch [31][2500/3520] lr: 7.500e-04, eta: 18:59:56, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8948, loss_cls: 1.1815, loss: 1.1815, grad_norm: 9.6028 2020-10-12 04:58:25,175 - mmaction - INFO - Epoch [31][2520/3520] lr: 7.500e-04, eta: 18:59:36, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8698, loss_cls: 1.2917, loss: 1.2917, grad_norm: 10.0140 2020-10-12 04:58:44,839 - mmaction - INFO - Epoch [31][2540/3520] lr: 7.500e-04, eta: 18:59:16, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9021, loss_cls: 1.1783, loss: 1.1783, grad_norm: 9.2888 2020-10-12 04:59:05,654 - mmaction - INFO - Epoch [31][2560/3520] lr: 7.500e-04, eta: 18:58:56, time: 1.038, data_time: 0.004, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8854, loss_cls: 1.2141, loss: 1.2141, grad_norm: 10.0384 2020-10-12 04:59:25,277 - mmaction - INFO - Epoch [31][2580/3520] lr: 7.500e-04, eta: 18:58:36, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2252, loss: 1.2252, grad_norm: 10.0139 2020-10-12 04:59:44,665 - mmaction - INFO - Epoch [31][2600/3520] lr: 7.500e-04, eta: 18:58:15, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8896, loss_cls: 1.2111, loss: 1.2111, grad_norm: 9.4886 2020-10-12 05:00:05,294 - mmaction - INFO - Epoch [31][2620/3520] lr: 7.500e-04, eta: 18:57:55, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1435, loss: 1.1435, grad_norm: 9.8443 2020-10-12 05:00:24,327 - mmaction - INFO - Epoch [31][2640/3520] lr: 7.500e-04, eta: 18:57:34, time: 0.955, data_time: 0.010, memory: 10390, top1_acc: 0.6781, top5_acc: 0.9073, loss_cls: 1.1799, loss: 1.1799, grad_norm: 10.1300 2020-10-12 05:00:43,372 - mmaction - INFO - Epoch [31][2660/3520] lr: 7.500e-04, eta: 18:57:13, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8740, loss_cls: 1.2983, loss: 1.2983, grad_norm: 10.1473 2020-10-12 05:01:03,605 - mmaction - INFO - Epoch [31][2680/3520] lr: 7.500e-04, eta: 18:56:53, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8896, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.5090 2020-10-12 05:01:23,092 - mmaction - INFO - Epoch [31][2700/3520] lr: 7.500e-04, eta: 18:56:33, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8948, loss_cls: 1.1770, loss: 1.1770, grad_norm: 9.7604 2020-10-12 05:01:42,591 - mmaction - INFO - Epoch [31][2720/3520] lr: 7.500e-04, eta: 18:56:12, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8885, loss_cls: 1.1933, loss: 1.1933, grad_norm: 9.7771 2020-10-12 05:02:01,661 - mmaction - INFO - Epoch [31][2740/3520] lr: 7.500e-04, eta: 18:55:51, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9104, loss_cls: 1.0998, loss: 1.0998, grad_norm: 9.8908 2020-10-12 05:02:21,597 - mmaction - INFO - Epoch [31][2760/3520] lr: 7.500e-04, eta: 18:55:31, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8854, loss_cls: 1.2445, loss: 1.2445, grad_norm: 10.4499 2020-10-12 05:02:41,207 - mmaction - INFO - Epoch [31][2780/3520] lr: 7.500e-04, eta: 18:55:11, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1780, loss: 1.1780, grad_norm: 9.7918 2020-10-12 05:03:00,203 - mmaction - INFO - Epoch [31][2800/3520] lr: 7.500e-04, eta: 18:54:50, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8823, loss_cls: 1.2920, loss: 1.2920, grad_norm: 10.3360 2020-10-12 05:03:19,772 - mmaction - INFO - Epoch [31][2820/3520] lr: 7.500e-04, eta: 18:54:29, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8885, loss_cls: 1.2323, loss: 1.2323, grad_norm: 9.8408 2020-10-12 05:03:38,940 - mmaction - INFO - Epoch [31][2840/3520] lr: 7.500e-04, eta: 18:54:08, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.1097, loss: 1.1097, grad_norm: 9.8467 2020-10-12 05:03:58,498 - mmaction - INFO - Epoch [31][2860/3520] lr: 7.500e-04, eta: 18:53:48, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9198, loss_cls: 1.0920, loss: 1.0920, grad_norm: 9.8348 2020-10-12 05:04:18,685 - mmaction - INFO - Epoch [31][2880/3520] lr: 7.500e-04, eta: 18:53:28, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8927, loss_cls: 1.2147, loss: 1.2147, grad_norm: 9.5390 2020-10-12 05:04:37,712 - mmaction - INFO - Epoch [31][2900/3520] lr: 7.500e-04, eta: 18:53:07, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8760, loss_cls: 1.3178, loss: 1.3178, grad_norm: 10.3164 2020-10-12 05:04:57,422 - mmaction - INFO - Epoch [31][2920/3520] lr: 7.500e-04, eta: 18:52:47, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9042, loss_cls: 1.1782, loss: 1.1782, grad_norm: 9.8263 2020-10-12 05:05:16,857 - mmaction - INFO - Epoch [31][2940/3520] lr: 7.500e-04, eta: 18:52:26, time: 0.972, data_time: 0.008, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8833, loss_cls: 1.2753, loss: 1.2753, grad_norm: 10.2843 2020-10-12 05:05:36,053 - mmaction - INFO - Epoch [31][2960/3520] lr: 7.500e-04, eta: 18:52:05, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8792, loss_cls: 1.2550, loss: 1.2550, grad_norm: 9.9527 2020-10-12 05:05:55,503 - mmaction - INFO - Epoch [31][2980/3520] lr: 7.500e-04, eta: 18:51:45, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8833, loss_cls: 1.2037, loss: 1.2037, grad_norm: 9.6551 2020-10-12 05:06:15,177 - mmaction - INFO - Epoch [31][3000/3520] lr: 7.500e-04, eta: 18:51:24, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8979, loss_cls: 1.1427, loss: 1.1427, grad_norm: 9.6137 2020-10-12 05:06:34,310 - mmaction - INFO - Epoch [31][3020/3520] lr: 7.500e-04, eta: 18:51:03, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.2087, loss: 1.2087, grad_norm: 10.1120 2020-10-12 05:06:53,462 - mmaction - INFO - Epoch [31][3040/3520] lr: 7.500e-04, eta: 18:50:43, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8979, loss_cls: 1.2563, loss: 1.2563, grad_norm: 9.9694 2020-10-12 05:07:12,668 - mmaction - INFO - Epoch [31][3060/3520] lr: 7.500e-04, eta: 18:50:22, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2216, loss: 1.2216, grad_norm: 9.8633 2020-10-12 05:07:32,159 - mmaction - INFO - Epoch [31][3080/3520] lr: 7.500e-04, eta: 18:50:01, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8792, loss_cls: 1.2153, loss: 1.2153, grad_norm: 9.4696 2020-10-12 05:07:51,230 - mmaction - INFO - Epoch [31][3100/3520] lr: 7.500e-04, eta: 18:49:41, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8771, loss_cls: 1.2955, loss: 1.2955, grad_norm: 9.8457 2020-10-12 05:08:10,763 - mmaction - INFO - Epoch [31][3120/3520] lr: 7.500e-04, eta: 18:49:20, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8865, loss_cls: 1.2169, loss: 1.2169, grad_norm: 9.8376 2020-10-12 05:08:30,208 - mmaction - INFO - Epoch [31][3140/3520] lr: 7.500e-04, eta: 18:49:00, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8896, loss_cls: 1.2047, loss: 1.2047, grad_norm: 9.7508 2020-10-12 05:08:49,762 - mmaction - INFO - Epoch [31][3160/3520] lr: 7.500e-04, eta: 18:48:39, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8979, loss_cls: 1.1787, loss: 1.1787, grad_norm: 9.6167 2020-10-12 05:09:08,899 - mmaction - INFO - Epoch [31][3180/3520] lr: 7.500e-04, eta: 18:48:18, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9052, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.6027 2020-10-12 05:09:28,573 - mmaction - INFO - Epoch [31][3200/3520] lr: 7.500e-04, eta: 18:47:58, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8740, loss_cls: 1.3018, loss: 1.3018, grad_norm: 10.0046 2020-10-12 05:09:48,206 - mmaction - INFO - Epoch [31][3220/3520] lr: 7.500e-04, eta: 18:47:37, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8969, loss_cls: 1.1842, loss: 1.1842, grad_norm: 9.6634 2020-10-12 05:10:06,911 - mmaction - INFO - Epoch [31][3240/3520] lr: 7.500e-04, eta: 18:47:16, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8854, loss_cls: 1.1701, loss: 1.1701, grad_norm: 9.0925 2020-10-12 05:10:26,584 - mmaction - INFO - Epoch [31][3260/3520] lr: 7.500e-04, eta: 18:46:56, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.2551, loss: 1.2551, grad_norm: 10.0053 2020-10-12 05:10:45,605 - mmaction - INFO - Epoch [31][3280/3520] lr: 7.500e-04, eta: 18:46:35, time: 0.955, data_time: 0.007, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8969, loss_cls: 1.2156, loss: 1.2156, grad_norm: 9.7438 2020-10-12 05:11:05,327 - mmaction - INFO - Epoch [31][3300/3520] lr: 7.500e-04, eta: 18:46:15, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6812, top5_acc: 0.9063, loss_cls: 1.1651, loss: 1.1651, grad_norm: 9.4279 2020-10-12 05:11:24,800 - mmaction - INFO - Epoch [31][3320/3520] lr: 7.500e-04, eta: 18:45:54, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8948, loss_cls: 1.1638, loss: 1.1638, grad_norm: 9.1452 2020-10-12 05:11:43,799 - mmaction - INFO - Epoch [31][3340/3520] lr: 7.500e-04, eta: 18:45:33, time: 0.951, data_time: 0.003, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8813, loss_cls: 1.2126, loss: 1.2126, grad_norm: 10.1785 2020-10-12 05:12:03,449 - mmaction - INFO - Epoch [31][3360/3520] lr: 7.500e-04, eta: 18:45:13, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8948, loss_cls: 1.1465, loss: 1.1465, grad_norm: 9.5286 2020-10-12 05:12:22,695 - mmaction - INFO - Epoch [31][3380/3520] lr: 7.500e-04, eta: 18:44:52, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8938, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.4796 2020-10-12 05:12:41,788 - mmaction - INFO - Epoch [31][3400/3520] lr: 7.500e-04, eta: 18:44:31, time: 0.955, data_time: 0.003, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8865, loss_cls: 1.2135, loss: 1.2135, grad_norm: 9.7531 2020-10-12 05:13:01,339 - mmaction - INFO - Epoch [31][3420/3520] lr: 7.500e-04, eta: 18:44:11, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9115, loss_cls: 1.0873, loss: 1.0873, grad_norm: 9.4028 2020-10-12 05:13:20,658 - mmaction - INFO - Epoch [31][3440/3520] lr: 7.500e-04, eta: 18:43:50, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1821, loss: 1.1821, grad_norm: 9.8779 2020-10-12 05:13:39,813 - mmaction - INFO - Epoch [31][3460/3520] lr: 7.500e-04, eta: 18:43:29, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.1650, loss: 1.1650, grad_norm: 9.5457 2020-10-12 05:13:59,024 - mmaction - INFO - Epoch [31][3480/3520] lr: 7.500e-04, eta: 18:43:09, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8927, loss_cls: 1.2312, loss: 1.2312, grad_norm: 9.7534 2020-10-12 05:14:18,241 - mmaction - INFO - Epoch [31][3500/3520] lr: 7.500e-04, eta: 18:42:48, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.9052, loss_cls: 1.2038, loss: 1.2038, grad_norm: 9.8078 2020-10-12 05:14:36,797 - mmaction - INFO - Epoch [31][3520/3520] lr: 7.500e-04, eta: 18:42:27, time: 0.928, data_time: 0.002, memory: 10390, top1_acc: 0.6804, top5_acc: 0.8815, loss_cls: 1.2181, loss: 1.2181, grad_norm: 9.7607 2020-10-12 05:14:37,185 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-10-12 05:15:11,344 - mmaction - INFO - Epoch [32][20/3520] lr: 7.500e-04, eta: 18:42:15, time: 1.680, data_time: 0.686, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9104, loss_cls: 1.0492, loss: 1.0492, grad_norm: 8.9193 2020-10-12 05:15:29,565 - mmaction - INFO - Epoch [32][40/3520] lr: 7.500e-04, eta: 18:41:54, time: 0.910, data_time: 0.002, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8802, loss_cls: 1.2627, loss: 1.2627, grad_norm: 9.9332 2020-10-12 05:15:49,636 - mmaction - INFO - Epoch [32][60/3520] lr: 7.500e-04, eta: 18:41:34, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0777, loss: 1.0777, grad_norm: 9.1386 2020-10-12 05:16:08,265 - mmaction - INFO - Epoch [32][80/3520] lr: 7.500e-04, eta: 18:41:12, time: 0.933, data_time: 0.008, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1086, loss: 1.1086, grad_norm: 9.6252 2020-10-12 05:16:27,280 - mmaction - INFO - Epoch [32][100/3520] lr: 7.500e-04, eta: 18:40:52, time: 0.952, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8792, loss_cls: 1.2127, loss: 1.2127, grad_norm: 9.6523 2020-10-12 05:16:46,323 - mmaction - INFO - Epoch [32][120/3520] lr: 7.500e-04, eta: 18:40:31, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8875, loss_cls: 1.1772, loss: 1.1772, grad_norm: 9.7333 2020-10-12 05:17:05,503 - mmaction - INFO - Epoch [32][140/3520] lr: 7.500e-04, eta: 18:40:10, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9000, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.4699 2020-10-12 05:17:25,359 - mmaction - INFO - Epoch [32][160/3520] lr: 7.500e-04, eta: 18:39:50, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8948, loss_cls: 1.2113, loss: 1.2113, grad_norm: 10.0764 2020-10-12 05:17:44,909 - mmaction - INFO - Epoch [32][180/3520] lr: 7.500e-04, eta: 18:39:29, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.1672, loss: 1.1672, grad_norm: 9.7524 2020-10-12 05:18:03,914 - mmaction - INFO - Epoch [32][200/3520] lr: 7.500e-04, eta: 18:39:08, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8875, loss_cls: 1.2284, loss: 1.2284, grad_norm: 10.0043 2020-10-12 05:18:23,501 - mmaction - INFO - Epoch [32][220/3520] lr: 7.500e-04, eta: 18:38:48, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9031, loss_cls: 1.1073, loss: 1.1073, grad_norm: 9.6124 2020-10-12 05:18:43,513 - mmaction - INFO - Epoch [32][240/3520] lr: 7.500e-04, eta: 18:38:28, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1930, loss: 1.1930, grad_norm: 9.8118 2020-10-12 05:19:03,695 - mmaction - INFO - Epoch [32][260/3520] lr: 7.500e-04, eta: 18:38:08, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8927, loss_cls: 1.1339, loss: 1.1339, grad_norm: 9.9147 2020-10-12 05:19:22,523 - mmaction - INFO - Epoch [32][280/3520] lr: 7.500e-04, eta: 18:37:47, time: 0.940, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8990, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.6211 2020-10-12 05:19:41,307 - mmaction - INFO - Epoch [32][300/3520] lr: 7.500e-04, eta: 18:37:26, time: 0.940, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8802, loss_cls: 1.2077, loss: 1.2077, grad_norm: 9.9362 2020-10-12 05:20:02,527 - mmaction - INFO - Epoch [32][320/3520] lr: 7.500e-04, eta: 18:37:06, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9021, loss_cls: 1.1366, loss: 1.1366, grad_norm: 9.7531 2020-10-12 05:20:22,009 - mmaction - INFO - Epoch [32][340/3520] lr: 7.500e-04, eta: 18:36:46, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8896, loss_cls: 1.1912, loss: 1.1912, grad_norm: 9.7260 2020-10-12 05:20:40,770 - mmaction - INFO - Epoch [32][360/3520] lr: 7.500e-04, eta: 18:36:25, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8854, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.6528 2020-10-12 05:20:59,974 - mmaction - INFO - Epoch [32][380/3520] lr: 7.500e-04, eta: 18:36:04, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8990, loss_cls: 1.1347, loss: 1.1347, grad_norm: 10.0192 2020-10-12 05:21:19,717 - mmaction - INFO - Epoch [32][400/3520] lr: 7.500e-04, eta: 18:35:44, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8802, loss_cls: 1.1913, loss: 1.1913, grad_norm: 9.6419 2020-10-12 05:21:40,819 - mmaction - INFO - Epoch [32][420/3520] lr: 7.500e-04, eta: 18:35:24, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8865, loss_cls: 1.2055, loss: 1.2055, grad_norm: 9.8754 2020-10-12 05:22:00,585 - mmaction - INFO - Epoch [32][440/3520] lr: 7.500e-04, eta: 18:35:04, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1707, loss: 1.1707, grad_norm: 9.9915 2020-10-12 05:22:19,769 - mmaction - INFO - Epoch [32][460/3520] lr: 7.500e-04, eta: 18:34:43, time: 0.963, data_time: 0.008, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8969, loss_cls: 1.1390, loss: 1.1390, grad_norm: 9.7144 2020-10-12 05:22:39,321 - mmaction - INFO - Epoch [32][480/3520] lr: 7.500e-04, eta: 18:34:23, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8844, loss_cls: 1.2054, loss: 1.2054, grad_norm: 9.8957 2020-10-12 05:22:58,701 - mmaction - INFO - Epoch [32][500/3520] lr: 7.500e-04, eta: 18:34:02, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7198, top5_acc: 0.8990, loss_cls: 1.1007, loss: 1.1007, grad_norm: 9.1671 2020-10-12 05:23:18,359 - mmaction - INFO - Epoch [32][520/3520] lr: 7.500e-04, eta: 18:33:41, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9042, loss_cls: 1.1687, loss: 1.1687, grad_norm: 10.0799 2020-10-12 05:23:37,601 - mmaction - INFO - Epoch [32][540/3520] lr: 7.500e-04, eta: 18:33:21, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8938, loss_cls: 1.2007, loss: 1.2007, grad_norm: 9.9179 2020-10-12 05:23:56,696 - mmaction - INFO - Epoch [32][560/3520] lr: 7.500e-04, eta: 18:33:00, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8948, loss_cls: 1.1825, loss: 1.1825, grad_norm: 9.8553 2020-10-12 05:24:17,278 - mmaction - INFO - Epoch [32][580/3520] lr: 7.500e-04, eta: 18:32:40, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9083, loss_cls: 1.1160, loss: 1.1160, grad_norm: 9.8754 2020-10-12 05:24:36,789 - mmaction - INFO - Epoch [32][600/3520] lr: 7.500e-04, eta: 18:32:20, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8938, loss_cls: 1.1518, loss: 1.1518, grad_norm: 9.5562 2020-10-12 05:24:55,633 - mmaction - INFO - Epoch [32][620/3520] lr: 7.500e-04, eta: 18:31:59, time: 0.942, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.9021, loss_cls: 1.1583, loss: 1.1583, grad_norm: 10.0987 2020-10-12 05:25:16,486 - mmaction - INFO - Epoch [32][640/3520] lr: 7.500e-04, eta: 18:31:39, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8938, loss_cls: 1.1586, loss: 1.1586, grad_norm: 9.6377 2020-10-12 05:25:36,963 - mmaction - INFO - Epoch [32][660/3520] lr: 7.500e-04, eta: 18:31:19, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8729, loss_cls: 1.2773, loss: 1.2773, grad_norm: 10.1119 2020-10-12 05:25:55,862 - mmaction - INFO - Epoch [32][680/3520] lr: 7.500e-04, eta: 18:30:58, time: 0.943, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8802, loss_cls: 1.2225, loss: 1.2225, grad_norm: 9.8354 2020-10-12 05:26:15,841 - mmaction - INFO - Epoch [32][700/3520] lr: 7.500e-04, eta: 18:30:38, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8990, loss_cls: 1.1632, loss: 1.1632, grad_norm: 9.9571 2020-10-12 05:26:34,943 - mmaction - INFO - Epoch [32][720/3520] lr: 7.500e-04, eta: 18:30:17, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8875, loss_cls: 1.1861, loss: 1.1861, grad_norm: 9.7836 2020-10-12 05:26:54,735 - mmaction - INFO - Epoch [32][740/3520] lr: 7.500e-04, eta: 18:29:57, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8938, loss_cls: 1.1278, loss: 1.1278, grad_norm: 9.5754 2020-10-12 05:27:13,855 - mmaction - INFO - Epoch [32][760/3520] lr: 7.500e-04, eta: 18:29:36, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8958, loss_cls: 1.1535, loss: 1.1535, grad_norm: 9.6166 2020-10-12 05:27:34,019 - mmaction - INFO - Epoch [32][780/3520] lr: 7.500e-04, eta: 18:29:16, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9094, loss_cls: 1.0655, loss: 1.0655, grad_norm: 9.2898 2020-10-12 05:27:54,194 - mmaction - INFO - Epoch [32][800/3520] lr: 7.500e-04, eta: 18:28:56, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8948, loss_cls: 1.1454, loss: 1.1454, grad_norm: 9.7555 2020-10-12 05:28:13,681 - mmaction - INFO - Epoch [32][820/3520] lr: 7.500e-04, eta: 18:28:35, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9031, loss_cls: 1.1552, loss: 1.1552, grad_norm: 9.8561 2020-10-12 05:28:32,534 - mmaction - INFO - Epoch [32][840/3520] lr: 7.500e-04, eta: 18:28:14, time: 0.941, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8958, loss_cls: 1.1848, loss: 1.1848, grad_norm: 9.6956 2020-10-12 05:28:52,649 - mmaction - INFO - Epoch [32][860/3520] lr: 7.500e-04, eta: 18:27:54, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8927, loss_cls: 1.2005, loss: 1.2005, grad_norm: 9.5889 2020-10-12 05:29:12,212 - mmaction - INFO - Epoch [32][880/3520] lr: 7.500e-04, eta: 18:27:34, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8885, loss_cls: 1.1860, loss: 1.1860, grad_norm: 9.7405 2020-10-12 05:29:32,340 - mmaction - INFO - Epoch [32][900/3520] lr: 7.500e-04, eta: 18:27:14, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8917, loss_cls: 1.1916, loss: 1.1916, grad_norm: 9.9679 2020-10-12 05:29:51,655 - mmaction - INFO - Epoch [32][920/3520] lr: 7.500e-04, eta: 18:26:53, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8813, loss_cls: 1.2551, loss: 1.2551, grad_norm: 10.0345 2020-10-12 05:30:11,907 - mmaction - INFO - Epoch [32][940/3520] lr: 7.500e-04, eta: 18:26:33, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9042, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.6570 2020-10-12 05:30:30,957 - mmaction - INFO - Epoch [32][960/3520] lr: 7.500e-04, eta: 18:26:12, time: 0.953, data_time: 0.003, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8938, loss_cls: 1.2013, loss: 1.2013, grad_norm: 9.6984 2020-10-12 05:30:49,938 - mmaction - INFO - Epoch [32][980/3520] lr: 7.500e-04, eta: 18:25:51, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9083, loss_cls: 1.0844, loss: 1.0844, grad_norm: 9.3505 2020-10-12 05:31:09,205 - mmaction - INFO - Epoch [32][1000/3520] lr: 7.500e-04, eta: 18:25:31, time: 0.966, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9010, loss_cls: 1.1373, loss: 1.1373, grad_norm: 9.6927 2020-10-12 05:31:28,527 - mmaction - INFO - Epoch [32][1020/3520] lr: 7.500e-04, eta: 18:25:10, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8969, loss_cls: 1.1992, loss: 1.1992, grad_norm: 9.9702 2020-10-12 05:31:48,136 - mmaction - INFO - Epoch [32][1040/3520] lr: 7.500e-04, eta: 18:24:50, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1399, loss: 1.1399, grad_norm: 10.0247 2020-10-12 05:32:07,460 - mmaction - INFO - Epoch [32][1060/3520] lr: 7.500e-04, eta: 18:24:29, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8823, loss_cls: 1.2679, loss: 1.2679, grad_norm: 10.2326 2020-10-12 05:32:26,543 - mmaction - INFO - Epoch [32][1080/3520] lr: 7.500e-04, eta: 18:24:08, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8969, loss_cls: 1.1968, loss: 1.1968, grad_norm: 10.0841 2020-10-12 05:32:46,910 - mmaction - INFO - Epoch [32][1100/3520] lr: 7.500e-04, eta: 18:23:48, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9010, loss_cls: 1.0958, loss: 1.0958, grad_norm: 9.4448 2020-10-12 05:33:06,967 - mmaction - INFO - Epoch [32][1120/3520] lr: 7.500e-04, eta: 18:23:28, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8990, loss_cls: 1.2052, loss: 1.2052, grad_norm: 9.4521 2020-10-12 05:33:27,842 - mmaction - INFO - Epoch [32][1140/3520] lr: 7.500e-04, eta: 18:23:08, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9146, loss_cls: 1.0770, loss: 1.0770, grad_norm: 9.5434 2020-10-12 05:33:46,360 - mmaction - INFO - Epoch [32][1160/3520] lr: 7.500e-04, eta: 18:22:47, time: 0.926, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9083, loss_cls: 1.0925, loss: 1.0925, grad_norm: 9.2764 2020-10-12 05:34:06,258 - mmaction - INFO - Epoch [32][1180/3520] lr: 7.500e-04, eta: 18:22:27, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8865, loss_cls: 1.2023, loss: 1.2023, grad_norm: 9.7056 2020-10-12 05:34:25,462 - mmaction - INFO - Epoch [32][1200/3520] lr: 7.500e-04, eta: 18:22:06, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8927, loss_cls: 1.1607, loss: 1.1607, grad_norm: 9.9741 2020-10-12 05:34:45,061 - mmaction - INFO - Epoch [32][1220/3520] lr: 7.500e-04, eta: 18:21:46, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.1624, loss: 1.1624, grad_norm: 9.7391 2020-10-12 05:35:05,446 - mmaction - INFO - Epoch [32][1240/3520] lr: 7.500e-04, eta: 18:21:26, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8719, loss_cls: 1.3027, loss: 1.3027, grad_norm: 9.8747 2020-10-12 05:35:24,427 - mmaction - INFO - Epoch [32][1260/3520] lr: 7.500e-04, eta: 18:21:05, time: 0.948, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8979, loss_cls: 1.1888, loss: 1.1888, grad_norm: 9.8404 2020-10-12 05:35:43,570 - mmaction - INFO - Epoch [32][1280/3520] lr: 7.500e-04, eta: 18:20:44, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8844, loss_cls: 1.1754, loss: 1.1754, grad_norm: 9.5996 2020-10-12 05:36:03,288 - mmaction - INFO - Epoch [32][1300/3520] lr: 7.500e-04, eta: 18:20:24, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8958, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.8225 2020-10-12 05:36:22,751 - mmaction - INFO - Epoch [32][1320/3520] lr: 7.500e-04, eta: 18:20:03, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9010, loss_cls: 1.1593, loss: 1.1593, grad_norm: 9.9354 2020-10-12 05:36:42,197 - mmaction - INFO - Epoch [32][1340/3520] lr: 7.500e-04, eta: 18:19:43, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9094, loss_cls: 1.1206, loss: 1.1206, grad_norm: 9.6971 2020-10-12 05:37:01,286 - mmaction - INFO - Epoch [32][1360/3520] lr: 7.500e-04, eta: 18:19:22, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8917, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.8038 2020-10-12 05:37:20,673 - mmaction - INFO - Epoch [32][1380/3520] lr: 7.500e-04, eta: 18:19:01, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8865, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.9824 2020-10-12 05:37:41,146 - mmaction - INFO - Epoch [32][1400/3520] lr: 7.500e-04, eta: 18:18:42, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9000, loss_cls: 1.1585, loss: 1.1585, grad_norm: 9.6299 2020-10-12 05:38:00,035 - mmaction - INFO - Epoch [32][1420/3520] lr: 7.500e-04, eta: 18:18:21, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8854, loss_cls: 1.1979, loss: 1.1979, grad_norm: 10.1887 2020-10-12 05:38:19,609 - mmaction - INFO - Epoch [32][1440/3520] lr: 7.500e-04, eta: 18:18:00, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9021, loss_cls: 1.1556, loss: 1.1556, grad_norm: 9.4877 2020-10-12 05:38:38,871 - mmaction - INFO - Epoch [32][1460/3520] lr: 7.500e-04, eta: 18:17:40, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9010, loss_cls: 1.1470, loss: 1.1470, grad_norm: 9.9153 2020-10-12 05:38:58,564 - mmaction - INFO - Epoch [32][1480/3520] lr: 7.500e-04, eta: 18:17:19, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8927, loss_cls: 1.1930, loss: 1.1930, grad_norm: 10.2444 2020-10-12 05:39:18,299 - mmaction - INFO - Epoch [32][1500/3520] lr: 7.500e-04, eta: 18:16:59, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9125, loss_cls: 1.1271, loss: 1.1271, grad_norm: 9.6581 2020-10-12 05:39:38,479 - mmaction - INFO - Epoch [32][1520/3520] lr: 7.500e-04, eta: 18:16:39, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8896, loss_cls: 1.1948, loss: 1.1948, grad_norm: 10.4330 2020-10-12 05:39:57,966 - mmaction - INFO - Epoch [32][1540/3520] lr: 7.500e-04, eta: 18:16:18, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.9021, loss_cls: 1.1839, loss: 1.1839, grad_norm: 10.1658 2020-10-12 05:40:18,037 - mmaction - INFO - Epoch [32][1560/3520] lr: 7.500e-04, eta: 18:15:58, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8938, loss_cls: 1.2291, loss: 1.2291, grad_norm: 10.3493 2020-10-12 05:40:39,561 - mmaction - INFO - Epoch [32][1580/3520] lr: 7.500e-04, eta: 18:15:39, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8948, loss_cls: 1.1218, loss: 1.1218, grad_norm: 9.5682 2020-10-12 05:40:59,263 - mmaction - INFO - Epoch [32][1600/3520] lr: 7.500e-04, eta: 18:15:18, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8844, loss_cls: 1.2283, loss: 1.2283, grad_norm: 9.8731 2020-10-12 05:41:19,256 - mmaction - INFO - Epoch [32][1620/3520] lr: 7.500e-04, eta: 18:14:58, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8979, loss_cls: 1.1443, loss: 1.1443, grad_norm: 9.8925 2020-10-12 05:41:39,810 - mmaction - INFO - Epoch [32][1640/3520] lr: 7.500e-04, eta: 18:14:38, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8750, loss_cls: 1.2555, loss: 1.2555, grad_norm: 9.9408 2020-10-12 05:41:59,512 - mmaction - INFO - Epoch [32][1660/3520] lr: 7.500e-04, eta: 18:14:18, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8906, loss_cls: 1.2082, loss: 1.2082, grad_norm: 10.1287 2020-10-12 05:42:18,492 - mmaction - INFO - Epoch [32][1680/3520] lr: 7.500e-04, eta: 18:13:57, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8823, loss_cls: 1.1891, loss: 1.1891, grad_norm: 9.8577 2020-10-12 05:42:38,628 - mmaction - INFO - Epoch [32][1700/3520] lr: 7.500e-04, eta: 18:13:37, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8854, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.7651 2020-10-12 05:42:59,355 - mmaction - INFO - Epoch [32][1720/3520] lr: 7.500e-04, eta: 18:13:17, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9031, loss_cls: 1.1451, loss: 1.1451, grad_norm: 10.1900 2020-10-12 05:43:18,078 - mmaction - INFO - Epoch [32][1740/3520] lr: 7.500e-04, eta: 18:12:56, time: 0.936, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8896, loss_cls: 1.1970, loss: 1.1970, grad_norm: 10.1941 2020-10-12 05:43:38,758 - mmaction - INFO - Epoch [32][1760/3520] lr: 7.500e-04, eta: 18:12:36, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.9042, loss_cls: 1.1426, loss: 1.1426, grad_norm: 10.0119 2020-10-12 05:43:59,216 - mmaction - INFO - Epoch [32][1780/3520] lr: 7.500e-04, eta: 18:12:16, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8813, loss_cls: 1.2184, loss: 1.2184, grad_norm: 10.0080 2020-10-12 05:44:19,079 - mmaction - INFO - Epoch [32][1800/3520] lr: 7.500e-04, eta: 18:11:56, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9115, loss_cls: 1.1103, loss: 1.1103, grad_norm: 9.8080 2020-10-12 05:44:38,505 - mmaction - INFO - Epoch [32][1820/3520] lr: 7.500e-04, eta: 18:11:35, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8906, loss_cls: 1.1517, loss: 1.1517, grad_norm: 9.3730 2020-10-12 05:44:57,800 - mmaction - INFO - Epoch [32][1840/3520] lr: 7.500e-04, eta: 18:11:15, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9042, loss_cls: 1.1105, loss: 1.1105, grad_norm: 9.5331 2020-10-12 05:45:18,156 - mmaction - INFO - Epoch [32][1860/3520] lr: 7.500e-04, eta: 18:10:55, time: 1.021, data_time: 0.008, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8958, loss_cls: 1.1974, loss: 1.1974, grad_norm: 9.8575 2020-10-12 05:45:38,411 - mmaction - INFO - Epoch [32][1880/3520] lr: 7.500e-04, eta: 18:10:35, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8948, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.8527 2020-10-12 05:45:57,388 - mmaction - INFO - Epoch [32][1900/3520] lr: 7.500e-04, eta: 18:10:14, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8896, loss_cls: 1.1520, loss: 1.1520, grad_norm: 9.7787 2020-10-12 05:46:18,044 - mmaction - INFO - Epoch [32][1920/3520] lr: 7.500e-04, eta: 18:09:54, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8979, loss_cls: 1.1516, loss: 1.1516, grad_norm: 9.9476 2020-10-12 05:46:37,981 - mmaction - INFO - Epoch [32][1940/3520] lr: 7.500e-04, eta: 18:09:34, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8781, loss_cls: 1.2240, loss: 1.2240, grad_norm: 10.1019 2020-10-12 05:46:57,272 - mmaction - INFO - Epoch [32][1960/3520] lr: 7.500e-04, eta: 18:09:13, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9177, loss_cls: 1.0705, loss: 1.0705, grad_norm: 9.4578 2020-10-12 05:47:17,137 - mmaction - INFO - Epoch [32][1980/3520] lr: 7.500e-04, eta: 18:08:53, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8948, loss_cls: 1.1375, loss: 1.1375, grad_norm: 9.5290 2020-10-12 05:47:36,012 - mmaction - INFO - Epoch [32][2000/3520] lr: 7.500e-04, eta: 18:08:32, time: 0.943, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8958, loss_cls: 1.1480, loss: 1.1480, grad_norm: 9.7469 2020-10-12 05:47:55,622 - mmaction - INFO - Epoch [32][2020/3520] lr: 7.500e-04, eta: 18:08:12, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8875, loss_cls: 1.1932, loss: 1.1932, grad_norm: 10.2482 2020-10-12 05:48:14,812 - mmaction - INFO - Epoch [32][2040/3520] lr: 7.500e-04, eta: 18:07:51, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9083, loss_cls: 1.1156, loss: 1.1156, grad_norm: 9.8502 2020-10-12 05:48:34,148 - mmaction - INFO - Epoch [32][2060/3520] lr: 7.500e-04, eta: 18:07:30, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1957, loss: 1.1957, grad_norm: 9.9782 2020-10-12 05:48:53,666 - mmaction - INFO - Epoch [32][2080/3520] lr: 7.500e-04, eta: 18:07:10, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8927, loss_cls: 1.1945, loss: 1.1945, grad_norm: 9.8794 2020-10-12 05:49:13,227 - mmaction - INFO - Epoch [32][2100/3520] lr: 7.500e-04, eta: 18:06:49, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2221, loss: 1.2221, grad_norm: 9.8692 2020-10-12 05:49:33,224 - mmaction - INFO - Epoch [32][2120/3520] lr: 7.500e-04, eta: 18:06:29, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8854, loss_cls: 1.2071, loss: 1.2071, grad_norm: 10.2061 2020-10-12 05:49:52,419 - mmaction - INFO - Epoch [32][2140/3520] lr: 7.500e-04, eta: 18:06:09, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8917, loss_cls: 1.1444, loss: 1.1444, grad_norm: 9.6775 2020-10-12 05:50:13,325 - mmaction - INFO - Epoch [32][2160/3520] lr: 7.500e-04, eta: 18:05:49, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9042, loss_cls: 1.1503, loss: 1.1503, grad_norm: 10.2680 2020-10-12 05:50:33,631 - mmaction - INFO - Epoch [32][2180/3520] lr: 7.500e-04, eta: 18:05:29, time: 1.016, data_time: 0.009, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.1794, loss: 1.1794, grad_norm: 10.1113 2020-10-12 05:50:52,676 - mmaction - INFO - Epoch [32][2200/3520] lr: 7.500e-04, eta: 18:05:08, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8792, loss_cls: 1.2117, loss: 1.2117, grad_norm: 10.0702 2020-10-12 05:51:12,318 - mmaction - INFO - Epoch [32][2220/3520] lr: 7.500e-04, eta: 18:04:48, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8990, loss_cls: 1.1472, loss: 1.1472, grad_norm: 10.0389 2020-10-12 05:51:32,410 - mmaction - INFO - Epoch [32][2240/3520] lr: 7.500e-04, eta: 18:04:28, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8885, loss_cls: 1.1554, loss: 1.1554, grad_norm: 9.9836 2020-10-12 05:51:52,695 - mmaction - INFO - Epoch [32][2260/3520] lr: 7.500e-04, eta: 18:04:07, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8740, loss_cls: 1.2258, loss: 1.2258, grad_norm: 10.2844 2020-10-12 05:52:11,855 - mmaction - INFO - Epoch [32][2280/3520] lr: 7.500e-04, eta: 18:03:47, time: 0.955, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.7922 2020-10-12 05:52:31,488 - mmaction - INFO - Epoch [32][2300/3520] lr: 7.500e-04, eta: 18:03:26, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8802, loss_cls: 1.2465, loss: 1.2465, grad_norm: 10.5089 2020-10-12 05:52:51,378 - mmaction - INFO - Epoch [32][2320/3520] lr: 7.500e-04, eta: 18:03:06, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8875, loss_cls: 1.1630, loss: 1.1630, grad_norm: 9.5885 2020-10-12 05:53:10,931 - mmaction - INFO - Epoch [32][2340/3520] lr: 7.500e-04, eta: 18:02:46, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9031, loss_cls: 1.1402, loss: 1.1402, grad_norm: 9.8815 2020-10-12 05:53:30,863 - mmaction - INFO - Epoch [32][2360/3520] lr: 7.500e-04, eta: 18:02:25, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8844, loss_cls: 1.2377, loss: 1.2377, grad_norm: 10.3722 2020-10-12 05:53:51,151 - mmaction - INFO - Epoch [32][2380/3520] lr: 7.500e-04, eta: 18:02:05, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8875, loss_cls: 1.2430, loss: 1.2430, grad_norm: 10.3453 2020-10-12 05:54:10,374 - mmaction - INFO - Epoch [32][2400/3520] lr: 7.500e-04, eta: 18:01:45, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8802, loss_cls: 1.2158, loss: 1.2158, grad_norm: 10.0845 2020-10-12 05:54:30,015 - mmaction - INFO - Epoch [32][2420/3520] lr: 7.500e-04, eta: 18:01:24, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8792, loss_cls: 1.2630, loss: 1.2630, grad_norm: 10.1793 2020-10-12 05:54:49,065 - mmaction - INFO - Epoch [32][2440/3520] lr: 7.500e-04, eta: 18:01:03, time: 0.955, data_time: 0.007, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8917, loss_cls: 1.1890, loss: 1.1890, grad_norm: 9.7702 2020-10-12 05:55:09,383 - mmaction - INFO - Epoch [32][2460/3520] lr: 7.500e-04, eta: 18:00:43, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1609, loss: 1.1609, grad_norm: 10.1491 2020-10-12 05:55:28,540 - mmaction - INFO - Epoch [32][2480/3520] lr: 7.500e-04, eta: 18:00:23, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9042, loss_cls: 1.1039, loss: 1.1039, grad_norm: 9.5097 2020-10-12 05:55:48,218 - mmaction - INFO - Epoch [32][2500/3520] lr: 7.500e-04, eta: 18:00:02, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8865, loss_cls: 1.2174, loss: 1.2174, grad_norm: 10.0858 2020-10-12 05:56:07,733 - mmaction - INFO - Epoch [32][2520/3520] lr: 7.500e-04, eta: 17:59:42, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8979, loss_cls: 1.1909, loss: 1.1909, grad_norm: 10.2679 2020-10-12 05:56:26,946 - mmaction - INFO - Epoch [32][2540/3520] lr: 7.500e-04, eta: 17:59:21, time: 0.960, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8948, loss_cls: 1.1762, loss: 1.1762, grad_norm: 9.7671 2020-10-12 05:56:47,173 - mmaction - INFO - Epoch [32][2560/3520] lr: 7.500e-04, eta: 17:59:01, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8833, loss_cls: 1.2866, loss: 1.2866, grad_norm: 10.7491 2020-10-12 05:57:06,301 - mmaction - INFO - Epoch [32][2580/3520] lr: 7.500e-04, eta: 17:58:40, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9146, loss_cls: 1.1080, loss: 1.1080, grad_norm: 9.4914 2020-10-12 05:57:26,788 - mmaction - INFO - Epoch [32][2600/3520] lr: 7.500e-04, eta: 17:58:21, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8865, loss_cls: 1.1876, loss: 1.1876, grad_norm: 9.8814 2020-10-12 05:57:46,610 - mmaction - INFO - Epoch [32][2620/3520] lr: 7.500e-04, eta: 17:58:00, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9052, loss_cls: 1.1413, loss: 1.1413, grad_norm: 9.6420 2020-10-12 05:58:07,739 - mmaction - INFO - Epoch [32][2640/3520] lr: 7.500e-04, eta: 17:57:41, time: 1.057, data_time: 0.007, memory: 10390, top1_acc: 0.7187, top5_acc: 0.8917, loss_cls: 1.1143, loss: 1.1143, grad_norm: 9.6273 2020-10-12 05:58:26,465 - mmaction - INFO - Epoch [32][2660/3520] lr: 7.500e-04, eta: 17:57:20, time: 0.938, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8969, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.7312 2020-10-12 05:58:45,829 - mmaction - INFO - Epoch [32][2680/3520] lr: 7.500e-04, eta: 17:56:59, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.9052, loss_cls: 1.1914, loss: 1.1914, grad_norm: 9.7920 2020-10-12 05:59:05,589 - mmaction - INFO - Epoch [32][2700/3520] lr: 7.500e-04, eta: 17:56:39, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8937, loss_cls: 1.2133, loss: 1.2133, grad_norm: 10.2061 2020-10-12 05:59:26,075 - mmaction - INFO - Epoch [32][2720/3520] lr: 7.500e-04, eta: 17:56:19, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.8903 2020-10-12 05:59:45,442 - mmaction - INFO - Epoch [32][2740/3520] lr: 7.500e-04, eta: 17:55:58, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1905, loss: 1.1905, grad_norm: 9.8499 2020-10-12 06:00:06,343 - mmaction - INFO - Epoch [32][2760/3520] lr: 7.500e-04, eta: 17:55:39, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9146, loss_cls: 1.1330, loss: 1.1330, grad_norm: 9.8836 2020-10-12 06:00:26,678 - mmaction - INFO - Epoch [32][2780/3520] lr: 7.500e-04, eta: 17:55:19, time: 1.018, data_time: 0.011, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2008, loss: 1.2008, grad_norm: 9.7069 2020-10-12 06:00:45,969 - mmaction - INFO - Epoch [32][2800/3520] lr: 7.500e-04, eta: 17:54:58, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8969, loss_cls: 1.1342, loss: 1.1342, grad_norm: 10.0165 2020-10-12 06:01:06,570 - mmaction - INFO - Epoch [32][2820/3520] lr: 7.500e-04, eta: 17:54:38, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8823, loss_cls: 1.1958, loss: 1.1958, grad_norm: 9.7439 2020-10-12 06:01:25,628 - mmaction - INFO - Epoch [32][2840/3520] lr: 7.500e-04, eta: 17:54:17, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8885, loss_cls: 1.1710, loss: 1.1710, grad_norm: 9.9011 2020-10-12 06:01:45,073 - mmaction - INFO - Epoch [32][2860/3520] lr: 7.500e-04, eta: 17:53:57, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8781, loss_cls: 1.1940, loss: 1.1940, grad_norm: 9.7276 2020-10-12 06:02:04,787 - mmaction - INFO - Epoch [32][2880/3520] lr: 7.500e-04, eta: 17:53:36, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9042, loss_cls: 1.0933, loss: 1.0933, grad_norm: 9.6805 2020-10-12 06:02:24,430 - mmaction - INFO - Epoch [32][2900/3520] lr: 7.500e-04, eta: 17:53:16, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8927, loss_cls: 1.1878, loss: 1.1878, grad_norm: 10.1520 2020-10-12 06:02:43,537 - mmaction - INFO - Epoch [32][2920/3520] lr: 7.500e-04, eta: 17:52:55, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8990, loss_cls: 1.1724, loss: 1.1724, grad_norm: 9.6376 2020-10-12 06:03:02,895 - mmaction - INFO - Epoch [32][2940/3520] lr: 7.500e-04, eta: 17:52:35, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8740, loss_cls: 1.2767, loss: 1.2767, grad_norm: 10.3985 2020-10-12 06:03:22,344 - mmaction - INFO - Epoch [32][2960/3520] lr: 7.500e-04, eta: 17:52:14, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8844, loss_cls: 1.1753, loss: 1.1753, grad_norm: 9.9276 2020-10-12 06:03:42,415 - mmaction - INFO - Epoch [32][2980/3520] lr: 7.500e-04, eta: 17:51:54, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8906, loss_cls: 1.2111, loss: 1.2111, grad_norm: 10.3644 2020-10-12 06:04:02,223 - mmaction - INFO - Epoch [32][3000/3520] lr: 7.500e-04, eta: 17:51:34, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8896, loss_cls: 1.1577, loss: 1.1577, grad_norm: 10.1541 2020-10-12 06:04:21,549 - mmaction - INFO - Epoch [32][3020/3520] lr: 7.500e-04, eta: 17:51:13, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9000, loss_cls: 1.1071, loss: 1.1071, grad_norm: 9.5985 2020-10-12 06:04:40,674 - mmaction - INFO - Epoch [32][3040/3520] lr: 7.500e-04, eta: 17:50:53, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8885, loss_cls: 1.1224, loss: 1.1224, grad_norm: 9.7320 2020-10-12 06:05:00,219 - mmaction - INFO - Epoch [32][3060/3520] lr: 7.500e-04, eta: 17:50:32, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.9000, loss_cls: 1.1838, loss: 1.1838, grad_norm: 10.4459 2020-10-12 06:05:20,214 - mmaction - INFO - Epoch [32][3080/3520] lr: 7.500e-04, eta: 17:50:12, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8813, loss_cls: 1.2212, loss: 1.2212, grad_norm: 10.2074 2020-10-12 06:05:39,414 - mmaction - INFO - Epoch [32][3100/3520] lr: 7.500e-04, eta: 17:49:51, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8750, loss_cls: 1.2949, loss: 1.2949, grad_norm: 10.7321 2020-10-12 06:05:59,723 - mmaction - INFO - Epoch [32][3120/3520] lr: 7.500e-04, eta: 17:49:31, time: 1.014, data_time: 0.008, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8937, loss_cls: 1.2291, loss: 1.2291, grad_norm: 10.4478 2020-10-12 06:06:19,111 - mmaction - INFO - Epoch [32][3140/3520] lr: 7.500e-04, eta: 17:49:11, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8885, loss_cls: 1.2052, loss: 1.2052, grad_norm: 10.5070 2020-10-12 06:06:40,209 - mmaction - INFO - Epoch [32][3160/3520] lr: 7.500e-04, eta: 17:48:51, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8875, loss_cls: 1.1811, loss: 1.1811, grad_norm: 9.9020 2020-10-12 06:06:59,401 - mmaction - INFO - Epoch [32][3180/3520] lr: 7.500e-04, eta: 17:48:30, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8875, loss_cls: 1.1499, loss: 1.1499, grad_norm: 10.1038 2020-10-12 06:07:18,685 - mmaction - INFO - Epoch [32][3200/3520] lr: 7.500e-04, eta: 17:48:10, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.2090, loss: 1.2090, grad_norm: 10.2945 2020-10-12 06:07:38,573 - mmaction - INFO - Epoch [32][3220/3520] lr: 7.500e-04, eta: 17:47:49, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8927, loss_cls: 1.1959, loss: 1.1959, grad_norm: 10.3355 2020-10-12 06:07:58,046 - mmaction - INFO - Epoch [32][3240/3520] lr: 7.500e-04, eta: 17:47:29, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1269, loss: 1.1269, grad_norm: 9.9961 2020-10-12 06:08:18,168 - mmaction - INFO - Epoch [32][3260/3520] lr: 7.500e-04, eta: 17:47:09, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8917, loss_cls: 1.1738, loss: 1.1738, grad_norm: 10.1805 2020-10-12 06:08:38,159 - mmaction - INFO - Epoch [32][3280/3520] lr: 7.500e-04, eta: 17:46:49, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8958, loss_cls: 1.1253, loss: 1.1253, grad_norm: 9.9975 2020-10-12 06:08:58,173 - mmaction - INFO - Epoch [32][3300/3520] lr: 7.500e-04, eta: 17:46:28, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8896, loss_cls: 1.2600, loss: 1.2600, grad_norm: 10.2251 2020-10-12 06:09:18,272 - mmaction - INFO - Epoch [32][3320/3520] lr: 7.500e-04, eta: 17:46:08, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8833, loss_cls: 1.1828, loss: 1.1828, grad_norm: 9.8877 2020-10-12 06:09:37,190 - mmaction - INFO - Epoch [32][3340/3520] lr: 7.500e-04, eta: 17:45:47, time: 0.944, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8885, loss_cls: 1.2188, loss: 1.2188, grad_norm: 10.2322 2020-10-12 06:09:57,205 - mmaction - INFO - Epoch [32][3360/3520] lr: 7.500e-04, eta: 17:45:27, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8948, loss_cls: 1.1870, loss: 1.1870, grad_norm: 10.1717 2020-10-12 06:10:17,959 - mmaction - INFO - Epoch [32][3380/3520] lr: 7.500e-04, eta: 17:45:08, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8802, loss_cls: 1.2098, loss: 1.2098, grad_norm: 9.8594 2020-10-12 06:10:37,238 - mmaction - INFO - Epoch [32][3400/3520] lr: 7.500e-04, eta: 17:44:47, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8990, loss_cls: 1.1190, loss: 1.1190, grad_norm: 9.9144 2020-10-12 06:10:58,212 - mmaction - INFO - Epoch [32][3420/3520] lr: 7.500e-04, eta: 17:44:27, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9010, loss_cls: 1.1948, loss: 1.1948, grad_norm: 9.9118 2020-10-12 06:11:17,320 - mmaction - INFO - Epoch [32][3440/3520] lr: 7.500e-04, eta: 17:44:07, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8865, loss_cls: 1.1929, loss: 1.1929, grad_norm: 10.0021 2020-10-12 06:11:37,187 - mmaction - INFO - Epoch [32][3460/3520] lr: 7.500e-04, eta: 17:43:46, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8833, loss_cls: 1.2142, loss: 1.2142, grad_norm: 10.2823 2020-10-12 06:11:56,861 - mmaction - INFO - Epoch [32][3480/3520] lr: 7.500e-04, eta: 17:43:26, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1704, loss: 1.1704, grad_norm: 9.8188 2020-10-12 06:12:16,792 - mmaction - INFO - Epoch [32][3500/3520] lr: 7.500e-04, eta: 17:43:06, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8990, loss_cls: 1.1803, loss: 1.1803, grad_norm: 9.9899 2020-10-12 06:12:36,075 - mmaction - INFO - Epoch [32][3520/3520] lr: 7.500e-04, eta: 17:42:45, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7011, top5_acc: 0.8946, loss_cls: 1.1399, loss: 1.1399, grad_norm: 9.7655 2020-10-12 06:12:36,579 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-12 06:13:12,399 - mmaction - INFO - Epoch [33][20/3520] lr: 7.500e-04, eta: 17:42:33, time: 1.761, data_time: 0.834, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8990, loss_cls: 1.1517, loss: 1.1517, grad_norm: 10.1670 2020-10-12 06:13:30,360 - mmaction - INFO - Epoch [33][40/3520] lr: 7.500e-04, eta: 17:42:12, time: 0.900, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8938, loss_cls: 1.1888, loss: 1.1888, grad_norm: 10.2244 2020-10-12 06:13:50,019 - mmaction - INFO - Epoch [33][60/3520] lr: 7.500e-04, eta: 17:41:52, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9000, loss_cls: 1.1490, loss: 1.1490, grad_norm: 9.9356 2020-10-12 06:14:09,113 - mmaction - INFO - Epoch [33][80/3520] lr: 7.500e-04, eta: 17:41:31, time: 0.953, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8854, loss_cls: 1.1998, loss: 1.1998, grad_norm: 9.9418 2020-10-12 06:14:28,762 - mmaction - INFO - Epoch [33][100/3520] lr: 7.500e-04, eta: 17:41:11, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9073, loss_cls: 1.0817, loss: 1.0817, grad_norm: 9.6633 2020-10-12 06:14:49,446 - mmaction - INFO - Epoch [33][120/3520] lr: 7.500e-04, eta: 17:40:51, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.1716, loss: 1.1716, grad_norm: 9.7413 2020-10-12 06:15:08,716 - mmaction - INFO - Epoch [33][140/3520] lr: 7.500e-04, eta: 17:40:30, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9073, loss_cls: 1.1385, loss: 1.1385, grad_norm: 9.8174 2020-10-12 06:15:29,105 - mmaction - INFO - Epoch [33][160/3520] lr: 7.500e-04, eta: 17:40:10, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8896, loss_cls: 1.1527, loss: 1.1527, grad_norm: 10.1759 2020-10-12 06:15:49,189 - mmaction - INFO - Epoch [33][180/3520] lr: 7.500e-04, eta: 17:39:50, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8896, loss_cls: 1.2221, loss: 1.2221, grad_norm: 10.2820 2020-10-12 06:16:09,233 - mmaction - INFO - Epoch [33][200/3520] lr: 7.500e-04, eta: 17:39:30, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9083, loss_cls: 1.0694, loss: 1.0694, grad_norm: 9.8151 2020-10-12 06:16:28,933 - mmaction - INFO - Epoch [33][220/3520] lr: 7.500e-04, eta: 17:39:09, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8854, loss_cls: 1.2369, loss: 1.2369, grad_norm: 10.2541 2020-10-12 06:16:48,603 - mmaction - INFO - Epoch [33][240/3520] lr: 7.500e-04, eta: 17:38:49, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8990, loss_cls: 1.1330, loss: 1.1330, grad_norm: 10.1299 2020-10-12 06:17:08,332 - mmaction - INFO - Epoch [33][260/3520] lr: 7.500e-04, eta: 17:38:29, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8844, loss_cls: 1.1797, loss: 1.1797, grad_norm: 9.9957 2020-10-12 06:17:27,601 - mmaction - INFO - Epoch [33][280/3520] lr: 7.500e-04, eta: 17:38:08, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9052, loss_cls: 1.0948, loss: 1.0948, grad_norm: 10.4190 2020-10-12 06:17:47,090 - mmaction - INFO - Epoch [33][300/3520] lr: 7.500e-04, eta: 17:37:48, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8906, loss_cls: 1.1481, loss: 1.1481, grad_norm: 10.2895 2020-10-12 06:18:06,522 - mmaction - INFO - Epoch [33][320/3520] lr: 7.500e-04, eta: 17:37:27, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9021, loss_cls: 1.1364, loss: 1.1364, grad_norm: 10.3181 2020-10-12 06:18:26,374 - mmaction - INFO - Epoch [33][340/3520] lr: 7.500e-04, eta: 17:37:07, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8938, loss_cls: 1.1304, loss: 1.1304, grad_norm: 9.7328 2020-10-12 06:18:46,386 - mmaction - INFO - Epoch [33][360/3520] lr: 7.500e-04, eta: 17:36:47, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1439, loss: 1.1439, grad_norm: 10.1672 2020-10-12 06:19:06,642 - mmaction - INFO - Epoch [33][380/3520] lr: 7.500e-04, eta: 17:36:27, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8958, loss_cls: 1.1299, loss: 1.1299, grad_norm: 9.8587 2020-10-12 06:19:26,010 - mmaction - INFO - Epoch [33][400/3520] lr: 7.500e-04, eta: 17:36:06, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9021, loss_cls: 1.0884, loss: 1.0884, grad_norm: 9.8701 2020-10-12 06:19:45,702 - mmaction - INFO - Epoch [33][420/3520] lr: 7.500e-04, eta: 17:35:46, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1217, loss: 1.1217, grad_norm: 9.8213 2020-10-12 06:20:05,168 - mmaction - INFO - Epoch [33][440/3520] lr: 7.500e-04, eta: 17:35:25, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8938, loss_cls: 1.1945, loss: 1.1945, grad_norm: 10.2969 2020-10-12 06:20:25,250 - mmaction - INFO - Epoch [33][460/3520] lr: 7.500e-04, eta: 17:35:05, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9031, loss_cls: 1.1442, loss: 1.1442, grad_norm: 9.8177 2020-10-12 06:20:44,701 - mmaction - INFO - Epoch [33][480/3520] lr: 7.500e-04, eta: 17:34:44, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9021, loss_cls: 1.1259, loss: 1.1259, grad_norm: 10.0173 2020-10-12 06:21:04,992 - mmaction - INFO - Epoch [33][500/3520] lr: 7.500e-04, eta: 17:34:24, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9156, loss_cls: 1.0788, loss: 1.0788, grad_norm: 9.9166 2020-10-12 06:21:24,565 - mmaction - INFO - Epoch [33][520/3520] lr: 7.500e-04, eta: 17:34:04, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9083, loss_cls: 1.1436, loss: 1.1436, grad_norm: 10.5408 2020-10-12 06:21:43,993 - mmaction - INFO - Epoch [33][540/3520] lr: 7.500e-04, eta: 17:33:43, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9062, loss_cls: 1.0790, loss: 1.0790, grad_norm: 9.6520 2020-10-12 06:22:03,595 - mmaction - INFO - Epoch [33][560/3520] lr: 7.500e-04, eta: 17:33:23, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8750, loss_cls: 1.3099, loss: 1.3099, grad_norm: 11.1108 2020-10-12 06:22:22,908 - mmaction - INFO - Epoch [33][580/3520] lr: 7.500e-04, eta: 17:33:02, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.6729, top5_acc: 0.9031, loss_cls: 1.1525, loss: 1.1525, grad_norm: 10.2572 2020-10-12 06:22:42,790 - mmaction - INFO - Epoch [33][600/3520] lr: 7.500e-04, eta: 17:32:42, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8948, loss_cls: 1.2051, loss: 1.2051, grad_norm: 10.8099 2020-10-12 06:23:02,524 - mmaction - INFO - Epoch [33][620/3520] lr: 7.500e-04, eta: 17:32:22, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8875, loss_cls: 1.1824, loss: 1.1824, grad_norm: 9.9931 2020-10-12 06:23:22,489 - mmaction - INFO - Epoch [33][640/3520] lr: 7.500e-04, eta: 17:32:02, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9062, loss_cls: 1.1710, loss: 1.1710, grad_norm: 10.4043 2020-10-12 06:23:42,381 - mmaction - INFO - Epoch [33][660/3520] lr: 7.500e-04, eta: 17:31:41, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9063, loss_cls: 1.1537, loss: 1.1537, grad_norm: 10.4313 2020-10-12 06:24:02,331 - mmaction - INFO - Epoch [33][680/3520] lr: 7.500e-04, eta: 17:31:21, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9156, loss_cls: 1.0203, loss: 1.0203, grad_norm: 9.7009 2020-10-12 06:24:21,964 - mmaction - INFO - Epoch [33][700/3520] lr: 7.500e-04, eta: 17:31:01, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9010, loss_cls: 1.1979, loss: 1.1979, grad_norm: 10.2891 2020-10-12 06:24:41,510 - mmaction - INFO - Epoch [33][720/3520] lr: 7.500e-04, eta: 17:30:40, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.8500 2020-10-12 06:25:01,038 - mmaction - INFO - Epoch [33][740/3520] lr: 7.500e-04, eta: 17:30:20, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9031, loss_cls: 1.1322, loss: 1.1322, grad_norm: 10.2677 2020-10-12 06:25:20,892 - mmaction - INFO - Epoch [33][760/3520] lr: 7.500e-04, eta: 17:30:00, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8937, loss_cls: 1.1918, loss: 1.1918, grad_norm: 10.2997 2020-10-12 06:25:40,325 - mmaction - INFO - Epoch [33][780/3520] lr: 7.500e-04, eta: 17:29:39, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8969, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.9210 2020-10-12 06:26:00,170 - mmaction - INFO - Epoch [33][800/3520] lr: 7.500e-04, eta: 17:29:19, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1728, loss: 1.1728, grad_norm: 9.9893 2020-10-12 06:26:19,788 - mmaction - INFO - Epoch [33][820/3520] lr: 7.500e-04, eta: 17:28:58, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8990, loss_cls: 1.1640, loss: 1.1640, grad_norm: 10.6086 2020-10-12 06:26:39,457 - mmaction - INFO - Epoch [33][840/3520] lr: 7.500e-04, eta: 17:28:38, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8938, loss_cls: 1.1616, loss: 1.1616, grad_norm: 10.9889 2020-10-12 06:26:59,248 - mmaction - INFO - Epoch [33][860/3520] lr: 7.500e-04, eta: 17:28:18, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8917, loss_cls: 1.1905, loss: 1.1905, grad_norm: 10.3944 2020-10-12 06:27:19,263 - mmaction - INFO - Epoch [33][880/3520] lr: 7.500e-04, eta: 17:27:57, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8875, loss_cls: 1.2327, loss: 1.2327, grad_norm: 10.2648 2020-10-12 06:27:38,559 - mmaction - INFO - Epoch [33][900/3520] lr: 7.500e-04, eta: 17:27:37, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8938, loss_cls: 1.2049, loss: 1.2049, grad_norm: 10.5077 2020-10-12 06:27:58,439 - mmaction - INFO - Epoch [33][920/3520] lr: 7.500e-04, eta: 17:27:17, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1486, loss: 1.1486, grad_norm: 9.8121 2020-10-12 06:28:17,901 - mmaction - INFO - Epoch [33][940/3520] lr: 7.500e-04, eta: 17:26:56, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9104, loss_cls: 1.1257, loss: 1.1257, grad_norm: 9.7031 2020-10-12 06:28:38,355 - mmaction - INFO - Epoch [33][960/3520] lr: 7.500e-04, eta: 17:26:36, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8958, loss_cls: 1.1116, loss: 1.1116, grad_norm: 9.5798 2020-10-12 06:28:57,808 - mmaction - INFO - Epoch [33][980/3520] lr: 7.500e-04, eta: 17:26:16, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9021, loss_cls: 1.1421, loss: 1.1421, grad_norm: 9.9920 2020-10-12 06:29:17,461 - mmaction - INFO - Epoch [33][1000/3520] lr: 7.500e-04, eta: 17:25:55, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8927, loss_cls: 1.1424, loss: 1.1424, grad_norm: 10.1286 2020-10-12 06:29:37,902 - mmaction - INFO - Epoch [33][1020/3520] lr: 7.500e-04, eta: 17:25:35, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8948, loss_cls: 1.1408, loss: 1.1408, grad_norm: 9.8473 2020-10-12 06:29:57,087 - mmaction - INFO - Epoch [33][1040/3520] lr: 7.500e-04, eta: 17:25:15, time: 0.959, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8990, loss_cls: 1.1445, loss: 1.1445, grad_norm: 10.2730 2020-10-12 06:30:17,032 - mmaction - INFO - Epoch [33][1060/3520] lr: 7.500e-04, eta: 17:24:54, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8938, loss_cls: 1.2458, loss: 1.2458, grad_norm: 10.5233 2020-10-12 06:30:36,662 - mmaction - INFO - Epoch [33][1080/3520] lr: 7.500e-04, eta: 17:24:34, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9094, loss_cls: 1.1450, loss: 1.1450, grad_norm: 10.3951 2020-10-12 06:30:55,987 - mmaction - INFO - Epoch [33][1100/3520] lr: 7.500e-04, eta: 17:24:14, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8802, loss_cls: 1.2091, loss: 1.2091, grad_norm: 10.4153 2020-10-12 06:31:15,914 - mmaction - INFO - Epoch [33][1120/3520] lr: 7.500e-04, eta: 17:23:53, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8875, loss_cls: 1.1611, loss: 1.1611, grad_norm: 10.1439 2020-10-12 06:31:35,781 - mmaction - INFO - Epoch [33][1140/3520] lr: 7.500e-04, eta: 17:23:33, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8875, loss_cls: 1.2000, loss: 1.2000, grad_norm: 10.3293 2020-10-12 06:31:56,243 - mmaction - INFO - Epoch [33][1160/3520] lr: 7.500e-04, eta: 17:23:13, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8938, loss_cls: 1.1370, loss: 1.1370, grad_norm: 9.9121 2020-10-12 06:32:16,191 - mmaction - INFO - Epoch [33][1180/3520] lr: 7.500e-04, eta: 17:22:53, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9021, loss_cls: 1.0897, loss: 1.0897, grad_norm: 10.0175 2020-10-12 06:32:36,225 - mmaction - INFO - Epoch [33][1200/3520] lr: 7.500e-04, eta: 17:22:33, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8865, loss_cls: 1.1996, loss: 1.1996, grad_norm: 10.0504 2020-10-12 06:32:56,896 - mmaction - INFO - Epoch [33][1220/3520] lr: 7.500e-04, eta: 17:22:13, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1335, loss: 1.1335, grad_norm: 10.4271 2020-10-12 06:33:16,329 - mmaction - INFO - Epoch [33][1240/3520] lr: 7.500e-04, eta: 17:21:52, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.1782, loss: 1.1782, grad_norm: 10.0388 2020-10-12 06:33:36,451 - mmaction - INFO - Epoch [33][1260/3520] lr: 7.500e-04, eta: 17:21:32, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8990, loss_cls: 1.1325, loss: 1.1325, grad_norm: 10.3584 2020-10-12 06:33:57,572 - mmaction - INFO - Epoch [33][1280/3520] lr: 7.500e-04, eta: 17:21:13, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9021, loss_cls: 1.1222, loss: 1.1222, grad_norm: 9.7146 2020-10-12 06:34:17,605 - mmaction - INFO - Epoch [33][1300/3520] lr: 7.500e-04, eta: 17:20:52, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8875, loss_cls: 1.1952, loss: 1.1952, grad_norm: 10.2531 2020-10-12 06:34:37,156 - mmaction - INFO - Epoch [33][1320/3520] lr: 7.500e-04, eta: 17:20:32, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8917, loss_cls: 1.1653, loss: 1.1653, grad_norm: 10.1961 2020-10-12 06:34:56,258 - mmaction - INFO - Epoch [33][1340/3520] lr: 7.500e-04, eta: 17:20:11, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9021, loss_cls: 1.1258, loss: 1.1258, grad_norm: 10.2249 2020-10-12 06:35:17,029 - mmaction - INFO - Epoch [33][1360/3520] lr: 7.500e-04, eta: 17:19:52, time: 1.039, data_time: 0.008, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8969, loss_cls: 1.1903, loss: 1.1903, grad_norm: 10.3667 2020-10-12 06:35:37,232 - mmaction - INFO - Epoch [33][1380/3520] lr: 7.500e-04, eta: 17:19:31, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8948, loss_cls: 1.1849, loss: 1.1849, grad_norm: 10.3977 2020-10-12 06:35:56,880 - mmaction - INFO - Epoch [33][1400/3520] lr: 7.500e-04, eta: 17:19:11, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9042, loss_cls: 1.1494, loss: 1.1494, grad_norm: 10.3822 2020-10-12 06:36:16,314 - mmaction - INFO - Epoch [33][1420/3520] lr: 7.500e-04, eta: 17:18:51, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8885, loss_cls: 1.1928, loss: 1.1928, grad_norm: 10.2752 2020-10-12 06:36:35,877 - mmaction - INFO - Epoch [33][1440/3520] lr: 7.500e-04, eta: 17:18:30, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9042, loss_cls: 1.0993, loss: 1.0993, grad_norm: 9.9380 2020-10-12 06:36:55,742 - mmaction - INFO - Epoch [33][1460/3520] lr: 7.500e-04, eta: 17:18:10, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1596, loss: 1.1596, grad_norm: 10.5946 2020-10-12 06:37:16,690 - mmaction - INFO - Epoch [33][1480/3520] lr: 7.500e-04, eta: 17:17:50, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.1987, loss: 1.1987, grad_norm: 10.6019 2020-10-12 06:37:36,841 - mmaction - INFO - Epoch [33][1500/3520] lr: 7.500e-04, eta: 17:17:30, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8906, loss_cls: 1.1809, loss: 1.1809, grad_norm: 10.2159 2020-10-12 06:37:55,977 - mmaction - INFO - Epoch [33][1520/3520] lr: 7.500e-04, eta: 17:17:09, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8958, loss_cls: 1.1514, loss: 1.1514, grad_norm: 10.1814 2020-10-12 06:38:16,602 - mmaction - INFO - Epoch [33][1540/3520] lr: 7.500e-04, eta: 17:16:50, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9115, loss_cls: 1.1397, loss: 1.1397, grad_norm: 10.2024 2020-10-12 06:38:36,923 - mmaction - INFO - Epoch [33][1560/3520] lr: 7.500e-04, eta: 17:16:30, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9073, loss_cls: 1.1047, loss: 1.1047, grad_norm: 10.3090 2020-10-12 06:38:56,304 - mmaction - INFO - Epoch [33][1580/3520] lr: 7.500e-04, eta: 17:16:09, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.2392, loss: 1.2392, grad_norm: 10.2321 2020-10-12 06:39:16,980 - mmaction - INFO - Epoch [33][1600/3520] lr: 7.500e-04, eta: 17:15:49, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.9010, loss_cls: 1.1910, loss: 1.1910, grad_norm: 10.1792 2020-10-12 06:39:36,550 - mmaction - INFO - Epoch [33][1620/3520] lr: 7.500e-04, eta: 17:15:29, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8865, loss_cls: 1.1742, loss: 1.1742, grad_norm: 9.9835 2020-10-12 06:39:56,521 - mmaction - INFO - Epoch [33][1640/3520] lr: 7.500e-04, eta: 17:15:09, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8760, loss_cls: 1.2628, loss: 1.2628, grad_norm: 10.4808 2020-10-12 06:40:16,897 - mmaction - INFO - Epoch [33][1660/3520] lr: 7.500e-04, eta: 17:14:49, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8969, loss_cls: 1.1106, loss: 1.1106, grad_norm: 9.9071 2020-10-12 06:40:36,400 - mmaction - INFO - Epoch [33][1680/3520] lr: 7.500e-04, eta: 17:14:28, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.1566, loss: 1.1566, grad_norm: 10.0064 2020-10-12 06:40:58,152 - mmaction - INFO - Epoch [33][1700/3520] lr: 7.500e-04, eta: 17:14:09, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9063, loss_cls: 1.1116, loss: 1.1116, grad_norm: 10.0430 2020-10-12 06:41:18,188 - mmaction - INFO - Epoch [33][1720/3520] lr: 7.500e-04, eta: 17:13:49, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8938, loss_cls: 1.1135, loss: 1.1135, grad_norm: 10.0017 2020-10-12 06:41:37,689 - mmaction - INFO - Epoch [33][1740/3520] lr: 7.500e-04, eta: 17:13:28, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8979, loss_cls: 1.1590, loss: 1.1590, grad_norm: 10.2398 2020-10-12 06:41:57,219 - mmaction - INFO - Epoch [33][1760/3520] lr: 7.500e-04, eta: 17:13:08, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8917, loss_cls: 1.1825, loss: 1.1825, grad_norm: 10.5582 2020-10-12 06:42:17,397 - mmaction - INFO - Epoch [33][1780/3520] lr: 7.500e-04, eta: 17:12:48, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9000, loss_cls: 1.1810, loss: 1.1810, grad_norm: 10.3751 2020-10-12 06:42:37,107 - mmaction - INFO - Epoch [33][1800/3520] lr: 7.500e-04, eta: 17:12:27, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.7062, top5_acc: 0.9104, loss_cls: 1.0950, loss: 1.0950, grad_norm: 9.6760 2020-10-12 06:42:57,102 - mmaction - INFO - Epoch [33][1820/3520] lr: 7.500e-04, eta: 17:12:07, time: 1.001, data_time: 0.008, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8833, loss_cls: 1.2683, loss: 1.2683, grad_norm: 10.7635 2020-10-12 06:43:16,519 - mmaction - INFO - Epoch [33][1840/3520] lr: 7.500e-04, eta: 17:11:47, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9083, loss_cls: 1.0938, loss: 1.0938, grad_norm: 9.9249 2020-10-12 06:43:37,152 - mmaction - INFO - Epoch [33][1860/3520] lr: 7.500e-04, eta: 17:11:27, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8948, loss_cls: 1.1434, loss: 1.1434, grad_norm: 10.1415 2020-10-12 06:43:56,513 - mmaction - INFO - Epoch [33][1880/3520] lr: 7.500e-04, eta: 17:11:06, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8938, loss_cls: 1.1023, loss: 1.1023, grad_norm: 9.7715 2020-10-12 06:44:15,856 - mmaction - INFO - Epoch [33][1900/3520] lr: 7.500e-04, eta: 17:10:46, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9146, loss_cls: 1.0387, loss: 1.0387, grad_norm: 9.9877 2020-10-12 06:44:35,570 - mmaction - INFO - Epoch [33][1920/3520] lr: 7.500e-04, eta: 17:10:25, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8917, loss_cls: 1.1683, loss: 1.1683, grad_norm: 10.2885 2020-10-12 06:44:56,241 - mmaction - INFO - Epoch [33][1940/3520] lr: 7.500e-04, eta: 17:10:05, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8812, loss_cls: 1.1875, loss: 1.1875, grad_norm: 10.3603 2020-10-12 06:45:15,071 - mmaction - INFO - Epoch [33][1960/3520] lr: 7.500e-04, eta: 17:09:45, time: 0.943, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8781, loss_cls: 1.2203, loss: 1.2203, grad_norm: 10.0764 2020-10-12 06:45:35,724 - mmaction - INFO - Epoch [33][1980/3520] lr: 7.500e-04, eta: 17:09:25, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8896, loss_cls: 1.1636, loss: 1.1636, grad_norm: 9.9281 2020-10-12 06:45:55,254 - mmaction - INFO - Epoch [33][2000/3520] lr: 7.500e-04, eta: 17:09:04, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9010, loss_cls: 1.1505, loss: 1.1505, grad_norm: 10.2582 2020-10-12 06:46:15,854 - mmaction - INFO - Epoch [33][2020/3520] lr: 7.500e-04, eta: 17:08:45, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8875, loss_cls: 1.2061, loss: 1.2061, grad_norm: 9.9568 2020-10-12 06:46:35,450 - mmaction - INFO - Epoch [33][2040/3520] lr: 7.500e-04, eta: 17:08:24, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8854, loss_cls: 1.1906, loss: 1.1906, grad_norm: 10.4555 2020-10-12 06:46:56,264 - mmaction - INFO - Epoch [33][2060/3520] lr: 7.500e-04, eta: 17:08:04, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8917, loss_cls: 1.1462, loss: 1.1462, grad_norm: 10.0126 2020-10-12 06:47:15,992 - mmaction - INFO - Epoch [33][2080/3520] lr: 7.500e-04, eta: 17:07:44, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8990, loss_cls: 1.1729, loss: 1.1729, grad_norm: 10.1785 2020-10-12 06:47:36,223 - mmaction - INFO - Epoch [33][2100/3520] lr: 7.500e-04, eta: 17:07:24, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8896, loss_cls: 1.1617, loss: 1.1617, grad_norm: 10.0795 2020-10-12 06:47:56,864 - mmaction - INFO - Epoch [33][2120/3520] lr: 7.500e-04, eta: 17:07:04, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8927, loss_cls: 1.2040, loss: 1.2040, grad_norm: 10.4219 2020-10-12 06:48:17,165 - mmaction - INFO - Epoch [33][2140/3520] lr: 7.500e-04, eta: 17:06:44, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8823, loss_cls: 1.2334, loss: 1.2334, grad_norm: 10.2474 2020-10-12 06:48:36,916 - mmaction - INFO - Epoch [33][2160/3520] lr: 7.500e-04, eta: 17:06:24, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8938, loss_cls: 1.2198, loss: 1.2198, grad_norm: 10.0929 2020-10-12 06:48:56,538 - mmaction - INFO - Epoch [33][2180/3520] lr: 7.500e-04, eta: 17:06:03, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9063, loss_cls: 1.1302, loss: 1.1302, grad_norm: 9.9140 2020-10-12 06:49:17,566 - mmaction - INFO - Epoch [33][2200/3520] lr: 7.500e-04, eta: 17:05:44, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8917, loss_cls: 1.1862, loss: 1.1862, grad_norm: 10.2371 2020-10-12 06:49:37,221 - mmaction - INFO - Epoch [33][2220/3520] lr: 7.500e-04, eta: 17:05:23, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8927, loss_cls: 1.1608, loss: 1.1608, grad_norm: 10.2923 2020-10-12 06:49:56,584 - mmaction - INFO - Epoch [33][2240/3520] lr: 7.500e-04, eta: 17:05:03, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8969, loss_cls: 1.1705, loss: 1.1705, grad_norm: 10.1769 2020-10-12 06:50:16,340 - mmaction - INFO - Epoch [33][2260/3520] lr: 7.500e-04, eta: 17:04:42, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8938, loss_cls: 1.1820, loss: 1.1820, grad_norm: 10.3168 2020-10-12 06:50:35,565 - mmaction - INFO - Epoch [33][2280/3520] lr: 7.500e-04, eta: 17:04:22, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8969, loss_cls: 1.1952, loss: 1.1952, grad_norm: 10.2834 2020-10-12 06:50:56,102 - mmaction - INFO - Epoch [33][2300/3520] lr: 7.500e-04, eta: 17:04:02, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.1816, loss: 1.1816, grad_norm: 10.6121 2020-10-12 06:51:16,615 - mmaction - INFO - Epoch [33][2320/3520] lr: 7.500e-04, eta: 17:03:42, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9042, loss_cls: 1.1149, loss: 1.1149, grad_norm: 9.9447 2020-10-12 06:51:36,195 - mmaction - INFO - Epoch [33][2340/3520] lr: 7.500e-04, eta: 17:03:22, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8875, loss_cls: 1.1583, loss: 1.1583, grad_norm: 10.2531 2020-10-12 06:51:56,279 - mmaction - INFO - Epoch [33][2360/3520] lr: 7.500e-04, eta: 17:03:01, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9062, loss_cls: 1.1365, loss: 1.1365, grad_norm: 9.6755 2020-10-12 06:52:16,425 - mmaction - INFO - Epoch [33][2380/3520] lr: 7.500e-04, eta: 17:02:41, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8844, loss_cls: 1.1967, loss: 1.1967, grad_norm: 10.4482 2020-10-12 06:52:36,290 - mmaction - INFO - Epoch [33][2400/3520] lr: 7.500e-04, eta: 17:02:21, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1594, loss: 1.1594, grad_norm: 10.4082 2020-10-12 06:52:57,204 - mmaction - INFO - Epoch [33][2420/3520] lr: 7.500e-04, eta: 17:02:01, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8979, loss_cls: 1.1834, loss: 1.1834, grad_norm: 10.2899 2020-10-12 06:53:17,675 - mmaction - INFO - Epoch [33][2440/3520] lr: 7.500e-04, eta: 17:01:41, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8812, loss_cls: 1.2257, loss: 1.2257, grad_norm: 10.6128 2020-10-12 06:53:36,652 - mmaction - INFO - Epoch [33][2460/3520] lr: 7.500e-04, eta: 17:01:21, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8958, loss_cls: 1.1590, loss: 1.1590, grad_norm: 10.3810 2020-10-12 06:53:56,281 - mmaction - INFO - Epoch [33][2480/3520] lr: 7.500e-04, eta: 17:01:00, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9042, loss_cls: 1.1305, loss: 1.1305, grad_norm: 9.7442 2020-10-12 06:54:16,286 - mmaction - INFO - Epoch [33][2500/3520] lr: 7.500e-04, eta: 17:00:40, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8896, loss_cls: 1.2278, loss: 1.2278, grad_norm: 10.7404 2020-10-12 06:54:35,632 - mmaction - INFO - Epoch [33][2520/3520] lr: 7.500e-04, eta: 17:00:20, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8896, loss_cls: 1.1716, loss: 1.1716, grad_norm: 10.1953 2020-10-12 06:54:56,018 - mmaction - INFO - Epoch [33][2540/3520] lr: 7.500e-04, eta: 17:00:00, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8875, loss_cls: 1.1502, loss: 1.1502, grad_norm: 10.1500 2020-10-12 06:55:16,703 - mmaction - INFO - Epoch [33][2560/3520] lr: 7.500e-04, eta: 16:59:40, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8927, loss_cls: 1.1631, loss: 1.1631, grad_norm: 10.2092 2020-10-12 06:55:37,955 - mmaction - INFO - Epoch [33][2580/3520] lr: 7.500e-04, eta: 16:59:20, time: 1.063, data_time: 0.003, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9104, loss_cls: 1.0866, loss: 1.0866, grad_norm: 9.8533 2020-10-12 06:55:58,201 - mmaction - INFO - Epoch [33][2600/3520] lr: 7.500e-04, eta: 16:59:00, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9073, loss_cls: 1.0989, loss: 1.0989, grad_norm: 10.1759 2020-10-12 06:56:17,242 - mmaction - INFO - Epoch [33][2620/3520] lr: 7.500e-04, eta: 16:58:39, time: 0.952, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9042, loss_cls: 1.1406, loss: 1.1406, grad_norm: 10.3825 2020-10-12 06:56:36,858 - mmaction - INFO - Epoch [33][2640/3520] lr: 7.500e-04, eta: 16:58:19, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8854, loss_cls: 1.1914, loss: 1.1914, grad_norm: 10.7652 2020-10-12 06:56:56,034 - mmaction - INFO - Epoch [33][2660/3520] lr: 7.500e-04, eta: 16:57:58, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8948, loss_cls: 1.1670, loss: 1.1670, grad_norm: 10.6405 2020-10-12 06:57:16,111 - mmaction - INFO - Epoch [33][2680/3520] lr: 7.500e-04, eta: 16:57:38, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9073, loss_cls: 1.1308, loss: 1.1308, grad_norm: 10.0338 2020-10-12 06:57:35,564 - mmaction - INFO - Epoch [33][2700/3520] lr: 7.500e-04, eta: 16:57:18, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8917, loss_cls: 1.1735, loss: 1.1735, grad_norm: 10.3292 2020-10-12 06:57:55,613 - mmaction - INFO - Epoch [33][2720/3520] lr: 7.500e-04, eta: 16:56:58, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8917, loss_cls: 1.2178, loss: 1.2178, grad_norm: 10.3824 2020-10-12 06:58:15,495 - mmaction - INFO - Epoch [33][2740/3520] lr: 7.500e-04, eta: 16:56:37, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8917, loss_cls: 1.1790, loss: 1.1790, grad_norm: 10.7043 2020-10-12 06:58:35,158 - mmaction - INFO - Epoch [33][2760/3520] lr: 7.500e-04, eta: 16:56:17, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8865, loss_cls: 1.2487, loss: 1.2487, grad_norm: 10.7346 2020-10-12 06:58:55,895 - mmaction - INFO - Epoch [33][2780/3520] lr: 7.500e-04, eta: 16:55:57, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.9073, loss_cls: 1.1771, loss: 1.1771, grad_norm: 10.5137 2020-10-12 06:59:16,591 - mmaction - INFO - Epoch [33][2800/3520] lr: 7.500e-04, eta: 16:55:37, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.8948, loss_cls: 1.1074, loss: 1.1074, grad_norm: 9.7856 2020-10-12 06:59:35,430 - mmaction - INFO - Epoch [33][2820/3520] lr: 7.500e-04, eta: 16:55:17, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.1028, loss: 1.1028, grad_norm: 10.1540 2020-10-12 06:59:55,031 - mmaction - INFO - Epoch [33][2840/3520] lr: 7.500e-04, eta: 16:54:56, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8844, loss_cls: 1.2692, loss: 1.2692, grad_norm: 10.8523 2020-10-12 07:00:17,851 - mmaction - INFO - Epoch [33][2860/3520] lr: 7.500e-04, eta: 16:54:37, time: 1.135, data_time: 0.007, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9042, loss_cls: 1.1402, loss: 1.1402, grad_norm: 10.5502 2020-10-12 07:00:36,548 - mmaction - INFO - Epoch [33][2880/3520] lr: 7.500e-04, eta: 16:54:17, time: 0.942, data_time: 0.017, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.1708, loss: 1.1708, grad_norm: 10.5091 2020-10-12 07:00:57,268 - mmaction - INFO - Epoch [33][2900/3520] lr: 7.500e-04, eta: 16:53:57, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9167, loss_cls: 1.0465, loss: 1.0465, grad_norm: 10.0683 2020-10-12 07:01:17,996 - mmaction - INFO - Epoch [33][2920/3520] lr: 7.500e-04, eta: 16:53:37, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9031, loss_cls: 1.1777, loss: 1.1777, grad_norm: 10.6690 2020-10-12 07:01:38,065 - mmaction - INFO - Epoch [33][2940/3520] lr: 7.500e-04, eta: 16:53:17, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9031, loss_cls: 1.1735, loss: 1.1735, grad_norm: 10.6709 2020-10-12 07:01:57,737 - mmaction - INFO - Epoch [33][2960/3520] lr: 7.500e-04, eta: 16:52:57, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1382, loss: 1.1382, grad_norm: 10.4729 2020-10-12 07:02:17,481 - mmaction - INFO - Epoch [33][2980/3520] lr: 7.500e-04, eta: 16:52:36, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8875, loss_cls: 1.1903, loss: 1.1903, grad_norm: 10.4723 2020-10-12 07:02:36,816 - mmaction - INFO - Epoch [33][3000/3520] lr: 7.500e-04, eta: 16:52:16, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9125, loss_cls: 1.0795, loss: 1.0795, grad_norm: 10.1730 2020-10-12 07:02:56,287 - mmaction - INFO - Epoch [33][3020/3520] lr: 7.500e-04, eta: 16:51:55, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8990, loss_cls: 1.1359, loss: 1.1359, grad_norm: 10.6100 2020-10-12 07:03:15,134 - mmaction - INFO - Epoch [33][3040/3520] lr: 7.500e-04, eta: 16:51:34, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8906, loss_cls: 1.1920, loss: 1.1920, grad_norm: 10.7129 2020-10-12 07:03:35,683 - mmaction - INFO - Epoch [33][3060/3520] lr: 7.500e-04, eta: 16:51:14, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8948, loss_cls: 1.1840, loss: 1.1840, grad_norm: 10.6671 2020-10-12 07:03:55,482 - mmaction - INFO - Epoch [33][3080/3520] lr: 7.500e-04, eta: 16:50:54, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8906, loss_cls: 1.1534, loss: 1.1534, grad_norm: 10.5110 2020-10-12 07:04:14,909 - mmaction - INFO - Epoch [33][3100/3520] lr: 7.500e-04, eta: 16:50:34, time: 0.971, data_time: 0.008, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8927, loss_cls: 1.1857, loss: 1.1857, grad_norm: 10.4913 2020-10-12 07:04:35,688 - mmaction - INFO - Epoch [33][3120/3520] lr: 7.500e-04, eta: 16:50:14, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8969, loss_cls: 1.2039, loss: 1.2039, grad_norm: 10.8127 2020-10-12 07:04:55,945 - mmaction - INFO - Epoch [33][3140/3520] lr: 7.500e-04, eta: 16:49:54, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.2160, loss: 1.2160, grad_norm: 10.3090 2020-10-12 07:05:16,259 - mmaction - INFO - Epoch [33][3160/3520] lr: 7.500e-04, eta: 16:49:34, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9104, loss_cls: 1.0661, loss: 1.0661, grad_norm: 10.3535 2020-10-12 07:05:35,444 - mmaction - INFO - Epoch [33][3180/3520] lr: 7.500e-04, eta: 16:49:13, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8906, loss_cls: 1.1988, loss: 1.1988, grad_norm: 10.4437 2020-10-12 07:05:55,583 - mmaction - INFO - Epoch [33][3200/3520] lr: 7.500e-04, eta: 16:48:53, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8969, loss_cls: 1.1373, loss: 1.1373, grad_norm: 10.1545 2020-10-12 07:06:14,692 - mmaction - INFO - Epoch [33][3220/3520] lr: 7.500e-04, eta: 16:48:32, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1089, loss: 1.1089, grad_norm: 10.0421 2020-10-12 07:06:34,175 - mmaction - INFO - Epoch [33][3240/3520] lr: 7.500e-04, eta: 16:48:12, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8865, loss_cls: 1.2218, loss: 1.2218, grad_norm: 10.7203 2020-10-12 07:06:54,140 - mmaction - INFO - Epoch [33][3260/3520] lr: 7.500e-04, eta: 16:47:52, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8958, loss_cls: 1.1596, loss: 1.1596, grad_norm: 10.4089 2020-10-12 07:07:14,026 - mmaction - INFO - Epoch [33][3280/3520] lr: 7.500e-04, eta: 16:47:32, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8896, loss_cls: 1.2198, loss: 1.2198, grad_norm: 10.9299 2020-10-12 07:07:34,142 - mmaction - INFO - Epoch [33][3300/3520] lr: 7.500e-04, eta: 16:47:11, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8906, loss_cls: 1.2002, loss: 1.2002, grad_norm: 10.7135 2020-10-12 07:07:53,339 - mmaction - INFO - Epoch [33][3320/3520] lr: 7.500e-04, eta: 16:46:51, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.1148, loss: 1.1148, grad_norm: 10.4124 2020-10-12 07:08:13,214 - mmaction - INFO - Epoch [33][3340/3520] lr: 7.500e-04, eta: 16:46:31, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8969, loss_cls: 1.1607, loss: 1.1607, grad_norm: 10.2639 2020-10-12 07:08:33,520 - mmaction - INFO - Epoch [33][3360/3520] lr: 7.500e-04, eta: 16:46:11, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1552, loss: 1.1552, grad_norm: 10.6927 2020-10-12 07:08:52,702 - mmaction - INFO - Epoch [33][3380/3520] lr: 7.500e-04, eta: 16:45:50, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.1721, loss: 1.1721, grad_norm: 10.7652 2020-10-12 07:09:12,761 - mmaction - INFO - Epoch [33][3400/3520] lr: 7.500e-04, eta: 16:45:30, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.1617, loss: 1.1617, grad_norm: 10.5887 2020-10-12 07:09:32,888 - mmaction - INFO - Epoch [33][3420/3520] lr: 7.500e-04, eta: 16:45:10, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8781, loss_cls: 1.2143, loss: 1.2143, grad_norm: 10.2962 2020-10-12 07:09:52,589 - mmaction - INFO - Epoch [33][3440/3520] lr: 7.500e-04, eta: 16:44:49, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8781, loss_cls: 1.1499, loss: 1.1499, grad_norm: 10.3016 2020-10-12 07:10:11,831 - mmaction - INFO - Epoch [33][3460/3520] lr: 7.500e-04, eta: 16:44:29, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8833, loss_cls: 1.2105, loss: 1.2105, grad_norm: 10.0129 2020-10-12 07:10:31,214 - mmaction - INFO - Epoch [33][3480/3520] lr: 7.500e-04, eta: 16:44:08, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8833, loss_cls: 1.2189, loss: 1.2189, grad_norm: 10.2816 2020-10-12 07:10:51,050 - mmaction - INFO - Epoch [33][3500/3520] lr: 7.500e-04, eta: 16:43:48, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1699, loss: 1.1699, grad_norm: 10.5737 2020-10-12 07:11:09,053 - mmaction - INFO - Epoch [33][3520/3520] lr: 7.500e-04, eta: 16:43:27, time: 0.900, data_time: 0.006, memory: 10390, top1_acc: 0.7043, top5_acc: 0.8880, loss_cls: 1.1762, loss: 1.1762, grad_norm: 10.1382 2020-10-12 07:11:09,410 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-10-12 07:11:42,919 - mmaction - INFO - Epoch [34][20/3520] lr: 7.500e-04, eta: 16:43:13, time: 1.648, data_time: 0.634, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9052, loss_cls: 1.1642, loss: 1.1642, grad_norm: 9.9489 2020-10-12 07:12:01,230 - mmaction - INFO - Epoch [34][40/3520] lr: 7.500e-04, eta: 16:42:52, time: 0.917, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8979, loss_cls: 1.1441, loss: 1.1441, grad_norm: 10.0180 2020-10-12 07:12:20,660 - mmaction - INFO - Epoch [34][60/3520] lr: 7.500e-04, eta: 16:42:32, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8865, loss_cls: 1.1903, loss: 1.1903, grad_norm: 10.6086 2020-10-12 07:12:39,682 - mmaction - INFO - Epoch [34][80/3520] lr: 7.500e-04, eta: 16:42:11, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9042, loss_cls: 1.0932, loss: 1.0932, grad_norm: 10.1637 2020-10-12 07:12:58,453 - mmaction - INFO - Epoch [34][100/3520] lr: 7.500e-04, eta: 16:41:50, time: 0.938, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8875, loss_cls: 1.1812, loss: 1.1812, grad_norm: 10.3378 2020-10-12 07:13:17,695 - mmaction - INFO - Epoch [34][120/3520] lr: 7.500e-04, eta: 16:41:30, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8958, loss_cls: 1.1571, loss: 1.1571, grad_norm: 10.5840 2020-10-12 07:13:36,746 - mmaction - INFO - Epoch [34][140/3520] lr: 7.500e-04, eta: 16:41:09, time: 0.953, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8865, loss_cls: 1.1619, loss: 1.1619, grad_norm: 10.5359 2020-10-12 07:13:56,173 - mmaction - INFO - Epoch [34][160/3520] lr: 7.500e-04, eta: 16:40:48, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9146, loss_cls: 1.0349, loss: 1.0349, grad_norm: 10.0924 2020-10-12 07:14:15,372 - mmaction - INFO - Epoch [34][180/3520] lr: 7.500e-04, eta: 16:40:28, time: 0.961, data_time: 0.008, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9094, loss_cls: 1.0488, loss: 1.0488, grad_norm: 9.9518 2020-10-12 07:14:34,482 - mmaction - INFO - Epoch [34][200/3520] lr: 7.500e-04, eta: 16:40:07, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9000, loss_cls: 1.0915, loss: 1.0915, grad_norm: 10.2719 2020-10-12 07:14:53,561 - mmaction - INFO - Epoch [34][220/3520] lr: 7.500e-04, eta: 16:39:47, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.1490, loss: 1.1490, grad_norm: 10.4767 2020-10-12 07:15:13,345 - mmaction - INFO - Epoch [34][240/3520] lr: 7.500e-04, eta: 16:39:26, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0530, loss: 1.0530, grad_norm: 9.7260 2020-10-12 07:15:32,576 - mmaction - INFO - Epoch [34][260/3520] lr: 7.500e-04, eta: 16:39:06, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8885, loss_cls: 1.1658, loss: 1.1658, grad_norm: 10.3385 2020-10-12 07:15:51,792 - mmaction - INFO - Epoch [34][280/3520] lr: 7.500e-04, eta: 16:38:45, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8906, loss_cls: 1.2374, loss: 1.2374, grad_norm: 11.2583 2020-10-12 07:16:11,345 - mmaction - INFO - Epoch [34][300/3520] lr: 7.500e-04, eta: 16:38:25, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9010, loss_cls: 1.1007, loss: 1.1007, grad_norm: 10.5234 2020-10-12 07:16:31,055 - mmaction - INFO - Epoch [34][320/3520] lr: 7.500e-04, eta: 16:38:04, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8958, loss_cls: 1.1231, loss: 1.1231, grad_norm: 10.0938 2020-10-12 07:16:50,260 - mmaction - INFO - Epoch [34][340/3520] lr: 7.500e-04, eta: 16:37:44, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.1908, loss: 1.1908, grad_norm: 10.8021 2020-10-12 07:17:09,323 - mmaction - INFO - Epoch [34][360/3520] lr: 7.500e-04, eta: 16:37:23, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8927, loss_cls: 1.1691, loss: 1.1691, grad_norm: 10.1984 2020-10-12 07:17:28,955 - mmaction - INFO - Epoch [34][380/3520] lr: 7.500e-04, eta: 16:37:03, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9010, loss_cls: 1.1548, loss: 1.1548, grad_norm: 10.3132 2020-10-12 07:17:48,323 - mmaction - INFO - Epoch [34][400/3520] lr: 7.500e-04, eta: 16:36:42, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8937, loss_cls: 1.1261, loss: 1.1261, grad_norm: 10.2010 2020-10-12 07:18:07,351 - mmaction - INFO - Epoch [34][420/3520] lr: 7.500e-04, eta: 16:36:22, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9094, loss_cls: 1.1025, loss: 1.1025, grad_norm: 9.8179 2020-10-12 07:18:26,697 - mmaction - INFO - Epoch [34][440/3520] lr: 7.500e-04, eta: 16:36:01, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.2010, loss: 1.2010, grad_norm: 10.5182 2020-10-12 07:18:45,884 - mmaction - INFO - Epoch [34][460/3520] lr: 7.500e-04, eta: 16:35:40, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8906, loss_cls: 1.2391, loss: 1.2391, grad_norm: 10.8999 2020-10-12 07:19:05,155 - mmaction - INFO - Epoch [34][480/3520] lr: 7.500e-04, eta: 16:35:20, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8896, loss_cls: 1.1684, loss: 1.1684, grad_norm: 10.3604 2020-10-12 07:19:24,972 - mmaction - INFO - Epoch [34][500/3520] lr: 7.500e-04, eta: 16:35:00, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8969, loss_cls: 1.1232, loss: 1.1232, grad_norm: 10.4610 2020-10-12 07:19:43,855 - mmaction - INFO - Epoch [34][520/3520] lr: 7.500e-04, eta: 16:34:39, time: 0.945, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9052, loss_cls: 1.1129, loss: 1.1129, grad_norm: 10.2461 2020-10-12 07:20:03,919 - mmaction - INFO - Epoch [34][540/3520] lr: 7.500e-04, eta: 16:34:19, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9010, loss_cls: 1.1608, loss: 1.1608, grad_norm: 10.7494 2020-10-12 07:20:22,891 - mmaction - INFO - Epoch [34][560/3520] lr: 7.500e-04, eta: 16:33:58, time: 0.947, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9146, loss_cls: 1.0646, loss: 1.0646, grad_norm: 10.0889 2020-10-12 07:20:42,091 - mmaction - INFO - Epoch [34][580/3520] lr: 7.500e-04, eta: 16:33:37, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9063, loss_cls: 1.0778, loss: 1.0778, grad_norm: 10.4603 2020-10-12 07:21:01,697 - mmaction - INFO - Epoch [34][600/3520] lr: 7.500e-04, eta: 16:33:17, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8979, loss_cls: 1.1885, loss: 1.1885, grad_norm: 10.7254 2020-10-12 07:21:21,033 - mmaction - INFO - Epoch [34][620/3520] lr: 7.500e-04, eta: 16:32:56, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9229, loss_cls: 0.9689, loss: 0.9689, grad_norm: 9.6450 2020-10-12 07:21:40,898 - mmaction - INFO - Epoch [34][640/3520] lr: 7.500e-04, eta: 16:32:36, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9042, loss_cls: 1.0955, loss: 1.0955, grad_norm: 10.6267 2020-10-12 07:21:59,901 - mmaction - INFO - Epoch [34][660/3520] lr: 7.500e-04, eta: 16:32:16, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9073, loss_cls: 1.1267, loss: 1.1267, grad_norm: 10.7171 2020-10-12 07:22:19,392 - mmaction - INFO - Epoch [34][680/3520] lr: 7.500e-04, eta: 16:31:55, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8917, loss_cls: 1.1013, loss: 1.1013, grad_norm: 10.1680 2020-10-12 07:22:38,689 - mmaction - INFO - Epoch [34][700/3520] lr: 7.500e-04, eta: 16:31:35, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1812, loss: 1.1812, grad_norm: 10.6089 2020-10-12 07:22:58,104 - mmaction - INFO - Epoch [34][720/3520] lr: 7.500e-04, eta: 16:31:14, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9135, loss_cls: 1.0689, loss: 1.0689, grad_norm: 10.0401 2020-10-12 07:23:17,465 - mmaction - INFO - Epoch [34][740/3520] lr: 7.500e-04, eta: 16:30:54, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9052, loss_cls: 1.1865, loss: 1.1865, grad_norm: 10.6467 2020-10-12 07:23:36,598 - mmaction - INFO - Epoch [34][760/3520] lr: 7.500e-04, eta: 16:30:33, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8760, loss_cls: 1.2363, loss: 1.2363, grad_norm: 11.0265 2020-10-12 07:23:55,638 - mmaction - INFO - Epoch [34][780/3520] lr: 7.500e-04, eta: 16:30:12, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9042, loss_cls: 1.1364, loss: 1.1364, grad_norm: 10.2614 2020-10-12 07:24:15,800 - mmaction - INFO - Epoch [34][800/3520] lr: 7.500e-04, eta: 16:29:52, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9083, loss_cls: 1.1066, loss: 1.1066, grad_norm: 10.2796 2020-10-12 07:24:34,561 - mmaction - INFO - Epoch [34][820/3520] lr: 7.500e-04, eta: 16:29:31, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0613, loss: 1.0613, grad_norm: 10.1194 2020-10-12 07:24:54,544 - mmaction - INFO - Epoch [34][840/3520] lr: 7.500e-04, eta: 16:29:11, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0769, loss: 1.0769, grad_norm: 9.8668 2020-10-12 07:25:13,629 - mmaction - INFO - Epoch [34][860/3520] lr: 7.500e-04, eta: 16:28:51, time: 0.957, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9052, loss_cls: 1.1307, loss: 1.1307, grad_norm: 10.7741 2020-10-12 07:25:33,039 - mmaction - INFO - Epoch [34][880/3520] lr: 7.500e-04, eta: 16:28:30, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.1442, loss: 1.1442, grad_norm: 10.6620 2020-10-12 07:25:52,011 - mmaction - INFO - Epoch [34][900/3520] lr: 7.500e-04, eta: 16:28:09, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8927, loss_cls: 1.1479, loss: 1.1479, grad_norm: 10.7147 2020-10-12 07:26:11,257 - mmaction - INFO - Epoch [34][920/3520] lr: 7.500e-04, eta: 16:27:49, time: 0.959, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8948, loss_cls: 1.1723, loss: 1.1723, grad_norm: 10.8132 2020-10-12 07:26:30,564 - mmaction - INFO - Epoch [34][940/3520] lr: 7.500e-04, eta: 16:27:28, time: 0.969, data_time: 0.008, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8979, loss_cls: 1.1749, loss: 1.1749, grad_norm: 10.7224 2020-10-12 07:26:49,551 - mmaction - INFO - Epoch [34][960/3520] lr: 7.500e-04, eta: 16:27:08, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1925, loss: 1.1925, grad_norm: 11.0570 2020-10-12 07:27:08,718 - mmaction - INFO - Epoch [34][980/3520] lr: 7.500e-04, eta: 16:26:47, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8885, loss_cls: 1.1537, loss: 1.1537, grad_norm: 10.5722 2020-10-12 07:27:28,032 - mmaction - INFO - Epoch [34][1000/3520] lr: 7.500e-04, eta: 16:26:27, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8927, loss_cls: 1.1683, loss: 1.1683, grad_norm: 10.3611 2020-10-12 07:27:47,314 - mmaction - INFO - Epoch [34][1020/3520] lr: 7.500e-04, eta: 16:26:06, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9073, loss_cls: 1.0870, loss: 1.0870, grad_norm: 10.1548 2020-10-12 07:28:06,551 - mmaction - INFO - Epoch [34][1040/3520] lr: 7.500e-04, eta: 16:25:45, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8823, loss_cls: 1.2080, loss: 1.2080, grad_norm: 10.5652 2020-10-12 07:28:26,301 - mmaction - INFO - Epoch [34][1060/3520] lr: 7.500e-04, eta: 16:25:25, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8896, loss_cls: 1.1607, loss: 1.1607, grad_norm: 10.2735 2020-10-12 07:28:45,135 - mmaction - INFO - Epoch [34][1080/3520] lr: 7.500e-04, eta: 16:25:04, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8906, loss_cls: 1.1190, loss: 1.1190, grad_norm: 10.3068 2020-10-12 07:29:04,198 - mmaction - INFO - Epoch [34][1100/3520] lr: 7.500e-04, eta: 16:24:44, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8854, loss_cls: 1.2315, loss: 1.2315, grad_norm: 10.7979 2020-10-12 07:29:23,171 - mmaction - INFO - Epoch [34][1120/3520] lr: 7.500e-04, eta: 16:24:23, time: 0.951, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8948, loss_cls: 1.1027, loss: 1.1027, grad_norm: 10.2589 2020-10-12 07:29:42,300 - mmaction - INFO - Epoch [34][1140/3520] lr: 7.500e-04, eta: 16:24:02, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8958, loss_cls: 1.1504, loss: 1.1504, grad_norm: 10.4500 2020-10-12 07:30:01,919 - mmaction - INFO - Epoch [34][1160/3520] lr: 7.500e-04, eta: 16:23:42, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.1008, loss: 1.1008, grad_norm: 10.0497 2020-10-12 07:30:21,523 - mmaction - INFO - Epoch [34][1180/3520] lr: 7.500e-04, eta: 16:23:22, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1626, loss: 1.1626, grad_norm: 10.4624 2020-10-12 07:30:40,444 - mmaction - INFO - Epoch [34][1200/3520] lr: 7.500e-04, eta: 16:23:01, time: 0.947, data_time: 0.002, memory: 10390, top1_acc: 0.6823, top5_acc: 0.9031, loss_cls: 1.1638, loss: 1.1638, grad_norm: 10.8556 2020-10-12 07:30:59,603 - mmaction - INFO - Epoch [34][1220/3520] lr: 7.500e-04, eta: 16:22:40, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8948, loss_cls: 1.1744, loss: 1.1744, grad_norm: 10.8970 2020-10-12 07:31:18,461 - mmaction - INFO - Epoch [34][1240/3520] lr: 7.500e-04, eta: 16:22:20, time: 0.944, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8969, loss_cls: 1.1484, loss: 1.1484, grad_norm: 10.3591 2020-10-12 07:31:37,837 - mmaction - INFO - Epoch [34][1260/3520] lr: 7.500e-04, eta: 16:21:59, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8948, loss_cls: 1.1864, loss: 1.1864, grad_norm: 10.5382 2020-10-12 07:31:57,248 - mmaction - INFO - Epoch [34][1280/3520] lr: 7.500e-04, eta: 16:21:39, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8990, loss_cls: 1.1289, loss: 1.1289, grad_norm: 10.3973 2020-10-12 07:32:16,478 - mmaction - INFO - Epoch [34][1300/3520] lr: 7.500e-04, eta: 16:21:18, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9104, loss_cls: 1.0840, loss: 1.0840, grad_norm: 10.2651 2020-10-12 07:32:35,567 - mmaction - INFO - Epoch [34][1320/3520] lr: 7.500e-04, eta: 16:20:57, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9073, loss_cls: 1.1702, loss: 1.1702, grad_norm: 10.8776 2020-10-12 07:32:55,009 - mmaction - INFO - Epoch [34][1340/3520] lr: 7.500e-04, eta: 16:20:37, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9073, loss_cls: 1.1458, loss: 1.1458, grad_norm: 10.8072 2020-10-12 07:33:14,205 - mmaction - INFO - Epoch [34][1360/3520] lr: 7.500e-04, eta: 16:20:16, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8948, loss_cls: 1.1770, loss: 1.1770, grad_norm: 10.8022 2020-10-12 07:33:33,255 - mmaction - INFO - Epoch [34][1380/3520] lr: 7.500e-04, eta: 16:19:56, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9000, loss_cls: 1.1393, loss: 1.1393, grad_norm: 10.6638 2020-10-12 07:33:52,357 - mmaction - INFO - Epoch [34][1400/3520] lr: 7.500e-04, eta: 16:19:35, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8948, loss_cls: 1.1372, loss: 1.1372, grad_norm: 10.3896 2020-10-12 07:34:11,834 - mmaction - INFO - Epoch [34][1420/3520] lr: 7.500e-04, eta: 16:19:15, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8906, loss_cls: 1.1671, loss: 1.1671, grad_norm: 10.4350 2020-10-12 07:34:30,766 - mmaction - INFO - Epoch [34][1440/3520] lr: 7.500e-04, eta: 16:18:54, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8802, loss_cls: 1.2329, loss: 1.2329, grad_norm: 10.8958 2020-10-12 07:34:49,959 - mmaction - INFO - Epoch [34][1460/3520] lr: 7.500e-04, eta: 16:18:33, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9042, loss_cls: 1.1282, loss: 1.1282, grad_norm: 10.6344 2020-10-12 07:35:09,661 - mmaction - INFO - Epoch [34][1480/3520] lr: 7.500e-04, eta: 16:18:13, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8917, loss_cls: 1.2154, loss: 1.2154, grad_norm: 10.6443 2020-10-12 07:35:28,901 - mmaction - INFO - Epoch [34][1500/3520] lr: 7.500e-04, eta: 16:17:53, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9125, loss_cls: 1.0703, loss: 1.0703, grad_norm: 10.2398 2020-10-12 07:35:48,415 - mmaction - INFO - Epoch [34][1520/3520] lr: 7.500e-04, eta: 16:17:32, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8990, loss_cls: 1.1875, loss: 1.1875, grad_norm: 10.4989 2020-10-12 07:36:07,232 - mmaction - INFO - Epoch [34][1540/3520] lr: 7.500e-04, eta: 16:17:11, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1518, loss: 1.1518, grad_norm: 10.3726 2020-10-12 07:36:26,756 - mmaction - INFO - Epoch [34][1560/3520] lr: 7.500e-04, eta: 16:16:51, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8708, loss_cls: 1.2510, loss: 1.2510, grad_norm: 10.9075 2020-10-12 07:36:45,900 - mmaction - INFO - Epoch [34][1580/3520] lr: 7.500e-04, eta: 16:16:30, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8885, loss_cls: 1.1870, loss: 1.1870, grad_norm: 10.7028 2020-10-12 07:37:04,906 - mmaction - INFO - Epoch [34][1600/3520] lr: 7.500e-04, eta: 16:16:10, time: 0.949, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9094, loss_cls: 1.1343, loss: 1.1343, grad_norm: 10.7046 2020-10-12 07:37:23,945 - mmaction - INFO - Epoch [34][1620/3520] lr: 7.500e-04, eta: 16:15:49, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8938, loss_cls: 1.1269, loss: 1.1269, grad_norm: 10.7653 2020-10-12 07:37:42,822 - mmaction - INFO - Epoch [34][1640/3520] lr: 7.500e-04, eta: 16:15:28, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8833, loss_cls: 1.2358, loss: 1.2358, grad_norm: 10.6729 2020-10-12 07:38:01,959 - mmaction - INFO - Epoch [34][1660/3520] lr: 7.500e-04, eta: 16:15:08, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.2257, loss: 1.2257, grad_norm: 10.6337 2020-10-12 07:38:21,095 - mmaction - INFO - Epoch [34][1680/3520] lr: 7.500e-04, eta: 16:14:47, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8875, loss_cls: 1.1844, loss: 1.1844, grad_norm: 10.6751 2020-10-12 07:38:40,099 - mmaction - INFO - Epoch [34][1700/3520] lr: 7.500e-04, eta: 16:14:27, time: 0.951, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2341, loss: 1.2341, grad_norm: 10.9237 2020-10-12 07:38:58,954 - mmaction - INFO - Epoch [34][1720/3520] lr: 7.500e-04, eta: 16:14:06, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9083, loss_cls: 1.0906, loss: 1.0906, grad_norm: 10.2630 2020-10-12 07:39:17,924 - mmaction - INFO - Epoch [34][1740/3520] lr: 7.500e-04, eta: 16:13:45, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8990, loss_cls: 1.1619, loss: 1.1619, grad_norm: 10.5201 2020-10-12 07:39:37,074 - mmaction - INFO - Epoch [34][1760/3520] lr: 7.500e-04, eta: 16:13:25, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9135, loss_cls: 1.0502, loss: 1.0502, grad_norm: 10.2912 2020-10-12 07:39:56,237 - mmaction - INFO - Epoch [34][1780/3520] lr: 7.500e-04, eta: 16:13:04, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.1311, loss: 1.1311, grad_norm: 10.5287 2020-10-12 07:40:15,310 - mmaction - INFO - Epoch [34][1800/3520] lr: 7.500e-04, eta: 16:12:43, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1874, loss: 1.1874, grad_norm: 10.4261 2020-10-12 07:40:34,447 - mmaction - INFO - Epoch [34][1820/3520] lr: 7.500e-04, eta: 16:12:23, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8823, loss_cls: 1.1852, loss: 1.1852, grad_norm: 10.5552 2020-10-12 07:40:53,916 - mmaction - INFO - Epoch [34][1840/3520] lr: 7.500e-04, eta: 16:12:02, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8948, loss_cls: 1.1424, loss: 1.1424, grad_norm: 10.4111 2020-10-12 07:41:12,947 - mmaction - INFO - Epoch [34][1860/3520] lr: 7.500e-04, eta: 16:11:42, time: 0.953, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9031, loss_cls: 1.1542, loss: 1.1542, grad_norm: 10.3945 2020-10-12 07:41:32,238 - mmaction - INFO - Epoch [34][1880/3520] lr: 7.500e-04, eta: 16:11:21, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8979, loss_cls: 1.1528, loss: 1.1528, grad_norm: 10.7428 2020-10-12 07:41:51,690 - mmaction - INFO - Epoch [34][1900/3520] lr: 7.500e-04, eta: 16:11:01, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1440, loss: 1.1440, grad_norm: 10.5963 2020-10-12 07:42:10,740 - mmaction - INFO - Epoch [34][1920/3520] lr: 7.500e-04, eta: 16:10:40, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8885, loss_cls: 1.1632, loss: 1.1632, grad_norm: 10.7976 2020-10-12 07:42:30,101 - mmaction - INFO - Epoch [34][1940/3520] lr: 7.500e-04, eta: 16:10:20, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8958, loss_cls: 1.1872, loss: 1.1872, grad_norm: 10.7552 2020-10-12 07:42:49,223 - mmaction - INFO - Epoch [34][1960/3520] lr: 7.500e-04, eta: 16:09:59, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8990, loss_cls: 1.1623, loss: 1.1623, grad_norm: 10.6681 2020-10-12 07:43:08,135 - mmaction - INFO - Epoch [34][1980/3520] lr: 7.500e-04, eta: 16:09:38, time: 0.945, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.0959, loss: 1.0959, grad_norm: 9.9828 2020-10-12 07:43:27,536 - mmaction - INFO - Epoch [34][2000/3520] lr: 7.500e-04, eta: 16:09:18, time: 0.971, data_time: 0.008, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8875, loss_cls: 1.2198, loss: 1.2198, grad_norm: 10.6833 2020-10-12 07:43:47,282 - mmaction - INFO - Epoch [34][2020/3520] lr: 7.500e-04, eta: 16:08:58, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8802, loss_cls: 1.2794, loss: 1.2794, grad_norm: 10.9999 2020-10-12 07:44:06,167 - mmaction - INFO - Epoch [34][2040/3520] lr: 7.500e-04, eta: 16:08:37, time: 0.944, data_time: 0.006, memory: 10390, top1_acc: 0.6938, top5_acc: 0.9010, loss_cls: 1.1242, loss: 1.1242, grad_norm: 10.2144 2020-10-12 07:44:25,107 - mmaction - INFO - Epoch [34][2060/3520] lr: 7.500e-04, eta: 16:08:16, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8896, loss_cls: 1.1812, loss: 1.1812, grad_norm: 10.8954 2020-10-12 07:44:44,322 - mmaction - INFO - Epoch [34][2080/3520] lr: 7.500e-04, eta: 16:07:56, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9021, loss_cls: 1.1286, loss: 1.1286, grad_norm: 10.4403 2020-10-12 07:45:04,281 - mmaction - INFO - Epoch [34][2100/3520] lr: 7.500e-04, eta: 16:07:35, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9010, loss_cls: 1.1394, loss: 1.1394, grad_norm: 10.3513 2020-10-12 07:45:23,145 - mmaction - INFO - Epoch [34][2120/3520] lr: 7.500e-04, eta: 16:07:15, time: 0.944, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9115, loss_cls: 1.0525, loss: 1.0525, grad_norm: 10.2193 2020-10-12 07:45:42,537 - mmaction - INFO - Epoch [34][2140/3520] lr: 7.500e-04, eta: 16:06:54, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9125, loss_cls: 1.1088, loss: 1.1088, grad_norm: 10.3547 2020-10-12 07:46:01,765 - mmaction - INFO - Epoch [34][2160/3520] lr: 7.500e-04, eta: 16:06:34, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1868, loss: 1.1868, grad_norm: 10.7427 2020-10-12 07:46:20,655 - mmaction - INFO - Epoch [34][2180/3520] lr: 7.500e-04, eta: 16:06:13, time: 0.947, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9010, loss_cls: 1.1445, loss: 1.1445, grad_norm: 10.4194 2020-10-12 07:46:39,546 - mmaction - INFO - Epoch [34][2200/3520] lr: 7.500e-04, eta: 16:05:52, time: 0.945, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8823, loss_cls: 1.1567, loss: 1.1567, grad_norm: 10.1956 2020-10-12 07:46:58,726 - mmaction - INFO - Epoch [34][2220/3520] lr: 7.500e-04, eta: 16:05:32, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9021, loss_cls: 1.1222, loss: 1.1222, grad_norm: 10.3575 2020-10-12 07:47:18,289 - mmaction - INFO - Epoch [34][2240/3520] lr: 7.500e-04, eta: 16:05:11, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9135, loss_cls: 1.0979, loss: 1.0979, grad_norm: 10.2498 2020-10-12 07:47:37,121 - mmaction - INFO - Epoch [34][2260/3520] lr: 7.500e-04, eta: 16:04:51, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9073, loss_cls: 1.1776, loss: 1.1776, grad_norm: 10.5079 2020-10-12 07:47:56,093 - mmaction - INFO - Epoch [34][2280/3520] lr: 7.500e-04, eta: 16:04:30, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1390, loss: 1.1390, grad_norm: 10.7058 2020-10-12 07:48:15,433 - mmaction - INFO - Epoch [34][2300/3520] lr: 7.500e-04, eta: 16:04:10, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9135, loss_cls: 1.0908, loss: 1.0908, grad_norm: 10.3348 2020-10-12 07:48:35,034 - mmaction - INFO - Epoch [34][2320/3520] lr: 7.500e-04, eta: 16:03:49, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8865, loss_cls: 1.2294, loss: 1.2294, grad_norm: 10.8504 2020-10-12 07:48:53,841 - mmaction - INFO - Epoch [34][2340/3520] lr: 7.500e-04, eta: 16:03:28, time: 0.939, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9010, loss_cls: 1.1456, loss: 1.1456, grad_norm: 10.4606 2020-10-12 07:49:13,203 - mmaction - INFO - Epoch [34][2360/3520] lr: 7.500e-04, eta: 16:03:08, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8979, loss_cls: 1.0865, loss: 1.0865, grad_norm: 9.6091 2020-10-12 07:49:32,322 - mmaction - INFO - Epoch [34][2380/3520] lr: 7.500e-04, eta: 16:02:47, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8938, loss_cls: 1.1416, loss: 1.1416, grad_norm: 10.6948 2020-10-12 07:49:51,470 - mmaction - INFO - Epoch [34][2400/3520] lr: 7.500e-04, eta: 16:02:27, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8969, loss_cls: 1.1169, loss: 1.1169, grad_norm: 10.5174 2020-10-12 07:50:10,506 - mmaction - INFO - Epoch [34][2420/3520] lr: 7.500e-04, eta: 16:02:06, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8969, loss_cls: 1.1395, loss: 1.1395, grad_norm: 10.5603 2020-10-12 07:50:29,633 - mmaction - INFO - Epoch [34][2440/3520] lr: 7.500e-04, eta: 16:01:46, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8844, loss_cls: 1.2085, loss: 1.2085, grad_norm: 10.9478 2020-10-12 07:50:48,520 - mmaction - INFO - Epoch [34][2460/3520] lr: 7.500e-04, eta: 16:01:25, time: 0.942, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8906, loss_cls: 1.1463, loss: 1.1463, grad_norm: 10.7140 2020-10-12 07:51:07,941 - mmaction - INFO - Epoch [34][2480/3520] lr: 7.500e-04, eta: 16:01:05, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.7062, top5_acc: 0.9052, loss_cls: 1.1009, loss: 1.1009, grad_norm: 10.3814 2020-10-12 07:51:27,495 - mmaction - INFO - Epoch [34][2500/3520] lr: 7.500e-04, eta: 16:00:44, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8958, loss_cls: 1.2032, loss: 1.2032, grad_norm: 10.9839 2020-10-12 07:51:46,509 - mmaction - INFO - Epoch [34][2520/3520] lr: 7.500e-04, eta: 16:00:23, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9104, loss_cls: 1.1125, loss: 1.1125, grad_norm: 10.6553 2020-10-12 07:52:05,322 - mmaction - INFO - Epoch [34][2540/3520] lr: 7.500e-04, eta: 16:00:03, time: 0.942, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8979, loss_cls: 1.1635, loss: 1.1635, grad_norm: 10.9520 2020-10-12 07:52:24,548 - mmaction - INFO - Epoch [34][2560/3520] lr: 7.500e-04, eta: 15:59:42, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9010, loss_cls: 1.1422, loss: 1.1422, grad_norm: 10.1748 2020-10-12 07:52:43,928 - mmaction - INFO - Epoch [34][2580/3520] lr: 7.500e-04, eta: 15:59:22, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9031, loss_cls: 1.1389, loss: 1.1389, grad_norm: 11.0476 2020-10-12 07:53:03,352 - mmaction - INFO - Epoch [34][2600/3520] lr: 7.500e-04, eta: 15:59:01, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1240, loss: 1.1240, grad_norm: 10.7982 2020-10-12 07:53:22,151 - mmaction - INFO - Epoch [34][2620/3520] lr: 7.500e-04, eta: 15:58:41, time: 0.940, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8990, loss_cls: 1.1841, loss: 1.1841, grad_norm: 10.5501 2020-10-12 07:53:41,572 - mmaction - INFO - Epoch [34][2640/3520] lr: 7.500e-04, eta: 15:58:20, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9094, loss_cls: 1.0757, loss: 1.0757, grad_norm: 10.1825 2020-10-12 07:54:00,680 - mmaction - INFO - Epoch [34][2660/3520] lr: 7.500e-04, eta: 15:58:00, time: 0.954, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9010, loss_cls: 1.1922, loss: 1.1922, grad_norm: 11.2801 2020-10-12 07:54:19,764 - mmaction - INFO - Epoch [34][2680/3520] lr: 7.500e-04, eta: 15:57:39, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8990, loss_cls: 1.1274, loss: 1.1274, grad_norm: 10.9307 2020-10-12 07:54:39,475 - mmaction - INFO - Epoch [34][2700/3520] lr: 7.500e-04, eta: 15:57:19, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8750, loss_cls: 1.2454, loss: 1.2454, grad_norm: 10.8389 2020-10-12 07:54:58,615 - mmaction - INFO - Epoch [34][2720/3520] lr: 7.500e-04, eta: 15:56:58, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1582, loss: 1.1582, grad_norm: 10.6596 2020-10-12 07:55:18,299 - mmaction - INFO - Epoch [34][2740/3520] lr: 7.500e-04, eta: 15:56:38, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9000, loss_cls: 1.1044, loss: 1.1044, grad_norm: 10.6294 2020-10-12 07:55:37,748 - mmaction - INFO - Epoch [34][2760/3520] lr: 7.500e-04, eta: 15:56:17, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9031, loss_cls: 1.0787, loss: 1.0787, grad_norm: 10.1328 2020-10-12 07:55:56,613 - mmaction - INFO - Epoch [34][2780/3520] lr: 7.500e-04, eta: 15:55:57, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0619, loss: 1.0619, grad_norm: 10.3809 2020-10-12 07:56:15,767 - mmaction - INFO - Epoch [34][2800/3520] lr: 7.500e-04, eta: 15:55:36, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8813, loss_cls: 1.2147, loss: 1.2147, grad_norm: 10.7592 2020-10-12 07:56:34,884 - mmaction - INFO - Epoch [34][2820/3520] lr: 7.500e-04, eta: 15:55:16, time: 0.955, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9094, loss_cls: 1.1381, loss: 1.1381, grad_norm: 10.7467 2020-10-12 07:56:54,306 - mmaction - INFO - Epoch [34][2840/3520] lr: 7.500e-04, eta: 15:54:55, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8802, loss_cls: 1.2298, loss: 1.2298, grad_norm: 11.1145 2020-10-12 07:57:13,470 - mmaction - INFO - Epoch [34][2860/3520] lr: 7.500e-04, eta: 15:54:35, time: 0.960, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8865, loss_cls: 1.1728, loss: 1.1728, grad_norm: 10.6418 2020-10-12 07:57:32,648 - mmaction - INFO - Epoch [34][2880/3520] lr: 7.500e-04, eta: 15:54:14, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8802, loss_cls: 1.1705, loss: 1.1705, grad_norm: 10.6276 2020-10-12 07:57:51,836 - mmaction - INFO - Epoch [34][2900/3520] lr: 7.500e-04, eta: 15:53:54, time: 0.963, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8885, loss_cls: 1.1776, loss: 1.1776, grad_norm: 10.7409 2020-10-12 07:58:10,692 - mmaction - INFO - Epoch [34][2920/3520] lr: 7.500e-04, eta: 15:53:33, time: 0.940, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8854, loss_cls: 1.1605, loss: 1.1605, grad_norm: 10.8511 2020-10-12 07:58:30,186 - mmaction - INFO - Epoch [34][2940/3520] lr: 7.500e-04, eta: 15:53:12, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8979, loss_cls: 1.1505, loss: 1.1505, grad_norm: 10.8490 2020-10-12 07:58:49,108 - mmaction - INFO - Epoch [34][2960/3520] lr: 7.500e-04, eta: 15:52:52, time: 0.944, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.1054, loss: 1.1054, grad_norm: 10.1576 2020-10-12 07:59:08,125 - mmaction - INFO - Epoch [34][2980/3520] lr: 7.500e-04, eta: 15:52:31, time: 0.953, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8969, loss_cls: 1.1079, loss: 1.1079, grad_norm: 10.5759 2020-10-12 07:59:27,585 - mmaction - INFO - Epoch [34][3000/3520] lr: 7.500e-04, eta: 15:52:11, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8854, loss_cls: 1.1823, loss: 1.1823, grad_norm: 10.8276 2020-10-12 07:59:46,558 - mmaction - INFO - Epoch [34][3020/3520] lr: 7.500e-04, eta: 15:51:50, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9052, loss_cls: 1.1297, loss: 1.1297, grad_norm: 10.5889 2020-10-12 08:00:07,623 - mmaction - INFO - Epoch [34][3040/3520] lr: 7.500e-04, eta: 15:51:30, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0585, loss: 1.0585, grad_norm: 10.3922 2020-10-12 08:00:26,333 - mmaction - INFO - Epoch [34][3060/3520] lr: 7.500e-04, eta: 15:51:10, time: 0.937, data_time: 0.012, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8771, loss_cls: 1.2157, loss: 1.2157, grad_norm: 10.4966 2020-10-12 08:00:45,094 - mmaction - INFO - Epoch [34][3080/3520] lr: 7.500e-04, eta: 15:50:49, time: 0.942, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8823, loss_cls: 1.2429, loss: 1.2429, grad_norm: 10.7546 2020-10-12 08:01:04,304 - mmaction - INFO - Epoch [34][3100/3520] lr: 7.500e-04, eta: 15:50:28, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8885, loss_cls: 1.1986, loss: 1.1986, grad_norm: 10.2624 2020-10-12 08:01:23,203 - mmaction - INFO - Epoch [34][3120/3520] lr: 7.500e-04, eta: 15:50:08, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9052, loss_cls: 1.1539, loss: 1.1539, grad_norm: 10.9082 2020-10-12 08:01:42,843 - mmaction - INFO - Epoch [34][3140/3520] lr: 7.500e-04, eta: 15:49:47, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8854, loss_cls: 1.1965, loss: 1.1965, grad_norm: 10.7344 2020-10-12 08:02:02,113 - mmaction - INFO - Epoch [34][3160/3520] lr: 7.500e-04, eta: 15:49:27, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8844, loss_cls: 1.1617, loss: 1.1617, grad_norm: 10.7831 2020-10-12 08:02:21,074 - mmaction - INFO - Epoch [34][3180/3520] lr: 7.500e-04, eta: 15:49:06, time: 0.947, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8906, loss_cls: 1.2085, loss: 1.2085, grad_norm: 10.8161 2020-10-12 08:02:39,827 - mmaction - INFO - Epoch [34][3200/3520] lr: 7.500e-04, eta: 15:48:46, time: 0.937, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9052, loss_cls: 1.0692, loss: 1.0692, grad_norm: 10.5340 2020-10-12 08:02:58,771 - mmaction - INFO - Epoch [34][3220/3520] lr: 7.500e-04, eta: 15:48:25, time: 0.949, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9000, loss_cls: 1.1354, loss: 1.1354, grad_norm: 10.6854 2020-10-12 08:03:18,112 - mmaction - INFO - Epoch [34][3240/3520] lr: 7.500e-04, eta: 15:48:04, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8885, loss_cls: 1.1573, loss: 1.1573, grad_norm: 10.3766 2020-10-12 08:03:37,421 - mmaction - INFO - Epoch [34][3260/3520] lr: 7.500e-04, eta: 15:47:44, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8813, loss_cls: 1.2272, loss: 1.2272, grad_norm: 10.9864 2020-10-12 08:03:56,648 - mmaction - INFO - Epoch [34][3280/3520] lr: 7.500e-04, eta: 15:47:23, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.9000, loss_cls: 1.2072, loss: 1.2072, grad_norm: 11.3149 2020-10-12 08:04:15,694 - mmaction - INFO - Epoch [34][3300/3520] lr: 7.500e-04, eta: 15:47:03, time: 0.951, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9042, loss_cls: 1.1033, loss: 1.1033, grad_norm: 11.0186 2020-10-12 08:04:35,720 - mmaction - INFO - Epoch [34][3320/3520] lr: 7.500e-04, eta: 15:46:43, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8802, loss_cls: 1.2004, loss: 1.2004, grad_norm: 10.8211 2020-10-12 08:04:54,717 - mmaction - INFO - Epoch [34][3340/3520] lr: 7.500e-04, eta: 15:46:22, time: 0.947, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9010, loss_cls: 1.1102, loss: 1.1102, grad_norm: 10.6140 2020-10-12 08:05:14,120 - mmaction - INFO - Epoch [34][3360/3520] lr: 7.500e-04, eta: 15:46:02, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9052, loss_cls: 1.0860, loss: 1.0860, grad_norm: 9.8962 2020-10-12 08:05:33,104 - mmaction - INFO - Epoch [34][3380/3520] lr: 7.500e-04, eta: 15:45:41, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8990, loss_cls: 1.1670, loss: 1.1670, grad_norm: 10.8081 2020-10-12 08:05:51,834 - mmaction - INFO - Epoch [34][3400/3520] lr: 7.500e-04, eta: 15:45:20, time: 0.937, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8875, loss_cls: 1.1914, loss: 1.1914, grad_norm: 11.0757 2020-10-12 08:06:10,791 - mmaction - INFO - Epoch [34][3420/3520] lr: 7.500e-04, eta: 15:45:00, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8844, loss_cls: 1.2311, loss: 1.2311, grad_norm: 11.1492 2020-10-12 08:06:29,635 - mmaction - INFO - Epoch [34][3440/3520] lr: 7.500e-04, eta: 15:44:39, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2142, loss: 1.2142, grad_norm: 10.8955 2020-10-12 08:06:48,544 - mmaction - INFO - Epoch [34][3460/3520] lr: 7.500e-04, eta: 15:44:18, time: 0.944, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1391, loss: 1.1391, grad_norm: 10.4275 2020-10-12 08:07:07,558 - mmaction - INFO - Epoch [34][3480/3520] lr: 7.500e-04, eta: 15:43:58, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8865, loss_cls: 1.1925, loss: 1.1925, grad_norm: 10.4774 2020-10-12 08:07:26,291 - mmaction - INFO - Epoch [34][3500/3520] lr: 7.500e-04, eta: 15:43:37, time: 0.934, data_time: 0.004, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9052, loss_cls: 1.1277, loss: 1.1277, grad_norm: 10.3518 2020-10-12 08:07:44,738 - mmaction - INFO - Epoch [34][3520/3520] lr: 7.500e-04, eta: 15:43:16, time: 0.925, data_time: 0.005, memory: 10390, top1_acc: 0.7087, top5_acc: 0.9000, loss_cls: 1.1243, loss: 1.1243, grad_norm: 11.2228 2020-10-12 08:07:45,114 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-10-12 08:08:18,836 - mmaction - INFO - Epoch [35][20/3520] lr: 7.500e-04, eta: 15:43:02, time: 1.654, data_time: 0.698, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8896, loss_cls: 1.2081, loss: 1.2081, grad_norm: 10.8125 2020-10-12 08:08:36,920 - mmaction - INFO - Epoch [35][40/3520] lr: 7.500e-04, eta: 15:42:41, time: 0.904, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0941, loss: 1.0941, grad_norm: 10.3937 2020-10-12 08:08:56,339 - mmaction - INFO - Epoch [35][60/3520] lr: 7.500e-04, eta: 15:42:21, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9021, loss_cls: 1.1181, loss: 1.1181, grad_norm: 10.5494 2020-10-12 08:09:14,994 - mmaction - INFO - Epoch [35][80/3520] lr: 7.500e-04, eta: 15:42:00, time: 0.932, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8906, loss_cls: 1.1750, loss: 1.1750, grad_norm: 10.9868 2020-10-12 08:09:34,024 - mmaction - INFO - Epoch [35][100/3520] lr: 7.500e-04, eta: 15:41:39, time: 0.952, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9021, loss_cls: 1.0933, loss: 1.0933, grad_norm: 10.1898 2020-10-12 08:09:53,374 - mmaction - INFO - Epoch [35][120/3520] lr: 7.500e-04, eta: 15:41:19, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8813, loss_cls: 1.2312, loss: 1.2312, grad_norm: 11.2236 2020-10-12 08:10:12,289 - mmaction - INFO - Epoch [35][140/3520] lr: 7.500e-04, eta: 15:40:58, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9083, loss_cls: 1.0832, loss: 1.0832, grad_norm: 10.5298 2020-10-12 08:10:32,508 - mmaction - INFO - Epoch [35][160/3520] lr: 7.500e-04, eta: 15:40:38, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8896, loss_cls: 1.1689, loss: 1.1689, grad_norm: 10.9430 2020-10-12 08:10:52,539 - mmaction - INFO - Epoch [35][180/3520] lr: 7.500e-04, eta: 15:40:18, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1688, loss: 1.1688, grad_norm: 10.4326 2020-10-12 08:11:11,885 - mmaction - INFO - Epoch [35][200/3520] lr: 7.500e-04, eta: 15:39:57, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9031, loss_cls: 1.1374, loss: 1.1374, grad_norm: 10.4939 2020-10-12 08:11:30,700 - mmaction - INFO - Epoch [35][220/3520] lr: 7.500e-04, eta: 15:39:37, time: 0.941, data_time: 0.004, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8948, loss_cls: 1.1363, loss: 1.1363, grad_norm: 10.6919 2020-10-12 08:11:50,359 - mmaction - INFO - Epoch [35][240/3520] lr: 7.500e-04, eta: 15:39:16, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8917, loss_cls: 1.1147, loss: 1.1147, grad_norm: 10.2171 2020-10-12 08:12:10,903 - mmaction - INFO - Epoch [35][260/3520] lr: 7.500e-04, eta: 15:38:57, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 1.0242, loss: 1.0242, grad_norm: 9.8436 2020-10-12 08:12:29,873 - mmaction - INFO - Epoch [35][280/3520] lr: 7.500e-04, eta: 15:38:36, time: 0.950, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8813, loss_cls: 1.2049, loss: 1.2049, grad_norm: 10.6349 2020-10-12 08:12:48,815 - mmaction - INFO - Epoch [35][300/3520] lr: 7.500e-04, eta: 15:38:15, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9115, loss_cls: 1.1261, loss: 1.1261, grad_norm: 10.5042 2020-10-12 08:13:07,883 - mmaction - INFO - Epoch [35][320/3520] lr: 7.500e-04, eta: 15:37:55, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8948, loss_cls: 1.1476, loss: 1.1476, grad_norm: 10.7094 2020-10-12 08:13:27,119 - mmaction - INFO - Epoch [35][340/3520] lr: 7.500e-04, eta: 15:37:34, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8948, loss_cls: 1.1734, loss: 1.1734, grad_norm: 10.8506 2020-10-12 08:13:45,962 - mmaction - INFO - Epoch [35][360/3520] lr: 7.500e-04, eta: 15:37:14, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8948, loss_cls: 1.1172, loss: 1.1172, grad_norm: 10.3640 2020-10-12 08:14:07,917 - mmaction - INFO - Epoch [35][380/3520] lr: 7.500e-04, eta: 15:36:54, time: 1.097, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8823, loss_cls: 1.1880, loss: 1.1880, grad_norm: 10.4447 2020-10-12 08:14:27,517 - mmaction - INFO - Epoch [35][400/3520] lr: 7.500e-04, eta: 15:36:34, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9167, loss_cls: 1.0404, loss: 1.0404, grad_norm: 9.9130 2020-10-12 08:14:46,244 - mmaction - INFO - Epoch [35][420/3520] lr: 7.500e-04, eta: 15:36:13, time: 0.939, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8792, loss_cls: 1.1955, loss: 1.1955, grad_norm: 10.7115 2020-10-12 08:15:05,457 - mmaction - INFO - Epoch [35][440/3520] lr: 7.500e-04, eta: 15:35:53, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8781, loss_cls: 1.1874, loss: 1.1874, grad_norm: 10.2565 2020-10-12 08:15:24,415 - mmaction - INFO - Epoch [35][460/3520] lr: 7.500e-04, eta: 15:35:32, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.1016, loss: 1.1016, grad_norm: 10.1931 2020-10-12 08:15:44,458 - mmaction - INFO - Epoch [35][480/3520] lr: 7.500e-04, eta: 15:35:12, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9073, loss_cls: 1.1403, loss: 1.1403, grad_norm: 10.5373 2020-10-12 08:16:04,204 - mmaction - INFO - Epoch [35][500/3520] lr: 7.500e-04, eta: 15:34:52, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8990, loss_cls: 1.1318, loss: 1.1318, grad_norm: 10.4416 2020-10-12 08:16:23,057 - mmaction - INFO - Epoch [35][520/3520] lr: 7.500e-04, eta: 15:34:31, time: 0.942, data_time: 0.008, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9031, loss_cls: 1.1467, loss: 1.1467, grad_norm: 10.7723 2020-10-12 08:16:41,749 - mmaction - INFO - Epoch [35][540/3520] lr: 7.500e-04, eta: 15:34:10, time: 0.936, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8823, loss_cls: 1.2260, loss: 1.2260, grad_norm: 10.8751 2020-10-12 08:17:00,860 - mmaction - INFO - Epoch [35][560/3520] lr: 7.500e-04, eta: 15:33:50, time: 0.954, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9021, loss_cls: 1.0758, loss: 1.0758, grad_norm: 10.4660 2020-10-12 08:17:19,774 - mmaction - INFO - Epoch [35][580/3520] lr: 7.500e-04, eta: 15:33:29, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.0796, loss: 1.0796, grad_norm: 10.2708 2020-10-12 08:17:39,122 - mmaction - INFO - Epoch [35][600/3520] lr: 7.500e-04, eta: 15:33:09, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9135, loss_cls: 1.1168, loss: 1.1168, grad_norm: 10.6888 2020-10-12 08:17:59,660 - mmaction - INFO - Epoch [35][620/3520] lr: 7.500e-04, eta: 15:32:49, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8854, loss_cls: 1.1807, loss: 1.1807, grad_norm: 10.5219 2020-10-12 08:18:20,246 - mmaction - INFO - Epoch [35][640/3520] lr: 7.500e-04, eta: 15:32:29, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1467, loss: 1.1467, grad_norm: 10.7524 2020-10-12 08:18:39,473 - mmaction - INFO - Epoch [35][660/3520] lr: 7.500e-04, eta: 15:32:08, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.8990, loss_cls: 1.0865, loss: 1.0865, grad_norm: 10.5428 2020-10-12 08:18:58,776 - mmaction - INFO - Epoch [35][680/3520] lr: 7.500e-04, eta: 15:31:48, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9125, loss_cls: 1.1219, loss: 1.1219, grad_norm: 10.6356 2020-10-12 08:19:17,546 - mmaction - INFO - Epoch [35][700/3520] lr: 7.500e-04, eta: 15:31:27, time: 0.939, data_time: 0.006, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9073, loss_cls: 1.0777, loss: 1.0777, grad_norm: 10.6125 2020-10-12 08:19:36,792 - mmaction - INFO - Epoch [35][720/3520] lr: 7.500e-04, eta: 15:31:07, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.1384, loss: 1.1384, grad_norm: 10.5259 2020-10-12 08:19:56,035 - mmaction - INFO - Epoch [35][740/3520] lr: 7.500e-04, eta: 15:30:46, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8906, loss_cls: 1.1773, loss: 1.1773, grad_norm: 10.7582 2020-10-12 08:20:15,999 - mmaction - INFO - Epoch [35][760/3520] lr: 7.500e-04, eta: 15:30:26, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8927, loss_cls: 1.1680, loss: 1.1680, grad_norm: 10.3683 2020-10-12 08:20:34,899 - mmaction - INFO - Epoch [35][780/3520] lr: 7.500e-04, eta: 15:30:05, time: 0.946, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9094, loss_cls: 1.1045, loss: 1.1045, grad_norm: 11.0341 2020-10-12 08:20:53,694 - mmaction - INFO - Epoch [35][800/3520] lr: 7.500e-04, eta: 15:29:45, time: 0.939, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8833, loss_cls: 1.1857, loss: 1.1857, grad_norm: 11.0172 2020-10-12 08:21:12,402 - mmaction - INFO - Epoch [35][820/3520] lr: 7.500e-04, eta: 15:29:24, time: 0.936, data_time: 0.008, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1454, loss: 1.1454, grad_norm: 10.9705 2020-10-12 08:21:31,417 - mmaction - INFO - Epoch [35][840/3520] lr: 7.500e-04, eta: 15:29:03, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9031, loss_cls: 1.1000, loss: 1.1000, grad_norm: 10.3601 2020-10-12 08:21:50,148 - mmaction - INFO - Epoch [35][860/3520] lr: 7.500e-04, eta: 15:28:43, time: 0.937, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9021, loss_cls: 1.1401, loss: 1.1401, grad_norm: 10.8381 2020-10-12 08:22:09,741 - mmaction - INFO - Epoch [35][880/3520] lr: 7.500e-04, eta: 15:28:22, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9000, loss_cls: 1.0877, loss: 1.0877, grad_norm: 10.7808 2020-10-12 08:22:28,597 - mmaction - INFO - Epoch [35][900/3520] lr: 7.500e-04, eta: 15:28:02, time: 0.939, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9052, loss_cls: 1.1251, loss: 1.1251, grad_norm: 10.7653 2020-10-12 08:22:48,050 - mmaction - INFO - Epoch [35][920/3520] lr: 7.500e-04, eta: 15:27:41, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9021, loss_cls: 1.1119, loss: 1.1119, grad_norm: 10.6348 2020-10-12 08:23:06,719 - mmaction - INFO - Epoch [35][940/3520] lr: 7.500e-04, eta: 15:27:21, time: 0.934, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9052, loss_cls: 1.1275, loss: 1.1275, grad_norm: 10.6085 2020-10-12 08:23:26,639 - mmaction - INFO - Epoch [35][960/3520] lr: 7.500e-04, eta: 15:27:00, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1558, loss: 1.1558, grad_norm: 10.8068 2020-10-12 08:23:45,188 - mmaction - INFO - Epoch [35][980/3520] lr: 7.500e-04, eta: 15:26:40, time: 0.929, data_time: 0.007, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9062, loss_cls: 1.0967, loss: 1.0967, grad_norm: 10.6153 2020-10-12 08:24:04,825 - mmaction - INFO - Epoch [35][1000/3520] lr: 7.500e-04, eta: 15:26:19, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1879, loss: 1.1879, grad_norm: 11.1297 2020-10-12 08:24:24,512 - mmaction - INFO - Epoch [35][1020/3520] lr: 7.500e-04, eta: 15:25:59, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9094, loss_cls: 1.0300, loss: 1.0300, grad_norm: 9.9260 2020-10-12 08:24:43,583 - mmaction - INFO - Epoch [35][1040/3520] lr: 7.500e-04, eta: 15:25:38, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8958, loss_cls: 1.1330, loss: 1.1330, grad_norm: 10.8152 2020-10-12 08:25:03,271 - mmaction - INFO - Epoch [35][1060/3520] lr: 7.500e-04, eta: 15:25:18, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8792, loss_cls: 1.2006, loss: 1.2006, grad_norm: 10.8098 2020-10-12 08:25:22,765 - mmaction - INFO - Epoch [35][1080/3520] lr: 7.500e-04, eta: 15:24:58, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1586, loss: 1.1586, grad_norm: 10.8245 2020-10-12 08:25:41,570 - mmaction - INFO - Epoch [35][1100/3520] lr: 7.500e-04, eta: 15:24:37, time: 0.941, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8823, loss_cls: 1.1901, loss: 1.1901, grad_norm: 10.6244 2020-10-12 08:26:00,277 - mmaction - INFO - Epoch [35][1120/3520] lr: 7.500e-04, eta: 15:24:16, time: 0.935, data_time: 0.005, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9188, loss_cls: 1.0650, loss: 1.0650, grad_norm: 10.7081 2020-10-12 08:26:20,221 - mmaction - INFO - Epoch [35][1140/3520] lr: 7.500e-04, eta: 15:23:56, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8760, loss_cls: 1.2253, loss: 1.2253, grad_norm: 11.3254 2020-10-12 08:26:39,026 - mmaction - INFO - Epoch [35][1160/3520] lr: 7.500e-04, eta: 15:23:36, time: 0.939, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9177, loss_cls: 1.0491, loss: 1.0491, grad_norm: 10.3762 2020-10-12 08:26:57,798 - mmaction - INFO - Epoch [35][1180/3520] lr: 7.500e-04, eta: 15:23:15, time: 0.938, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8865, loss_cls: 1.1983, loss: 1.1983, grad_norm: 10.9135 2020-10-12 08:27:16,538 - mmaction - INFO - Epoch [35][1200/3520] lr: 7.500e-04, eta: 15:22:54, time: 0.938, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9021, loss_cls: 1.1883, loss: 1.1883, grad_norm: 10.9377 2020-10-12 08:27:35,161 - mmaction - INFO - Epoch [35][1220/3520] lr: 7.500e-04, eta: 15:22:33, time: 0.932, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9010, loss_cls: 1.1906, loss: 1.1906, grad_norm: 10.9777 2020-10-12 08:27:54,379 - mmaction - INFO - Epoch [35][1240/3520] lr: 7.500e-04, eta: 15:22:13, time: 0.960, data_time: 0.004, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1830, loss: 1.1830, grad_norm: 10.7211 2020-10-12 08:28:13,348 - mmaction - INFO - Epoch [35][1260/3520] lr: 7.500e-04, eta: 15:21:52, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8844, loss_cls: 1.2166, loss: 1.2166, grad_norm: 11.2911 2020-10-12 08:28:32,257 - mmaction - INFO - Epoch [35][1280/3520] lr: 7.500e-04, eta: 15:21:32, time: 0.944, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8958, loss_cls: 1.1634, loss: 1.1634, grad_norm: 11.2134 2020-10-12 08:28:52,010 - mmaction - INFO - Epoch [35][1300/3520] lr: 7.500e-04, eta: 15:21:11, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8792, loss_cls: 1.2344, loss: 1.2344, grad_norm: 11.0912 2020-10-12 08:29:10,682 - mmaction - INFO - Epoch [35][1320/3520] lr: 7.500e-04, eta: 15:20:51, time: 0.930, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8927, loss_cls: 1.1486, loss: 1.1486, grad_norm: 10.8722 2020-10-12 08:29:29,619 - mmaction - INFO - Epoch [35][1340/3520] lr: 7.500e-04, eta: 15:20:30, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9125, loss_cls: 1.0610, loss: 1.0610, grad_norm: 10.3324 2020-10-12 08:29:49,042 - mmaction - INFO - Epoch [35][1360/3520] lr: 7.500e-04, eta: 15:20:10, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8938, loss_cls: 1.0895, loss: 1.0895, grad_norm: 10.0681 2020-10-12 08:30:08,486 - mmaction - INFO - Epoch [35][1380/3520] lr: 7.500e-04, eta: 15:19:49, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9000, loss_cls: 1.1216, loss: 1.1216, grad_norm: 11.0419 2020-10-12 08:30:28,097 - mmaction - INFO - Epoch [35][1400/3520] lr: 7.500e-04, eta: 15:19:29, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1308, loss: 1.1308, grad_norm: 10.4104 2020-10-12 08:30:46,955 - mmaction - INFO - Epoch [35][1420/3520] lr: 7.500e-04, eta: 15:19:08, time: 0.945, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8885, loss_cls: 1.1324, loss: 1.1324, grad_norm: 10.8848 2020-10-12 08:31:06,159 - mmaction - INFO - Epoch [35][1440/3520] lr: 7.500e-04, eta: 15:18:48, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9104, loss_cls: 1.0939, loss: 1.0939, grad_norm: 10.6265 2020-10-12 08:31:25,498 - mmaction - INFO - Epoch [35][1460/3520] lr: 7.500e-04, eta: 15:18:27, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.6656, top5_acc: 0.9031, loss_cls: 1.2022, loss: 1.2022, grad_norm: 11.0863 2020-10-12 08:31:44,216 - mmaction - INFO - Epoch [35][1480/3520] lr: 7.500e-04, eta: 15:18:07, time: 0.934, data_time: 0.002, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9083, loss_cls: 1.0838, loss: 1.0838, grad_norm: 10.3512 2020-10-12 08:32:03,134 - mmaction - INFO - Epoch [35][1500/3520] lr: 7.500e-04, eta: 15:17:46, time: 0.944, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8906, loss_cls: 1.2058, loss: 1.2058, grad_norm: 10.7997 2020-10-12 08:32:22,362 - mmaction - INFO - Epoch [35][1520/3520] lr: 7.500e-04, eta: 15:17:26, time: 0.965, data_time: 0.008, memory: 10390, top1_acc: 0.7219, top5_acc: 0.8979, loss_cls: 1.1419, loss: 1.1419, grad_norm: 10.7319 2020-10-12 08:32:41,954 - mmaction - INFO - Epoch [35][1540/3520] lr: 7.500e-04, eta: 15:17:05, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8990, loss_cls: 1.1509, loss: 1.1509, grad_norm: 10.9696 2020-10-12 08:33:00,437 - mmaction - INFO - Epoch [35][1560/3520] lr: 7.500e-04, eta: 15:16:44, time: 0.922, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.1575, loss: 1.1575, grad_norm: 11.0624 2020-10-12 08:33:19,186 - mmaction - INFO - Epoch [35][1580/3520] lr: 7.500e-04, eta: 15:16:24, time: 0.939, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8927, loss_cls: 1.1182, loss: 1.1182, grad_norm: 10.8091 2020-10-12 08:33:38,508 - mmaction - INFO - Epoch [35][1600/3520] lr: 7.500e-04, eta: 15:16:03, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8969, loss_cls: 1.1124, loss: 1.1124, grad_norm: 10.3719 2020-10-12 08:33:58,343 - mmaction - INFO - Epoch [35][1620/3520] lr: 7.500e-04, eta: 15:15:43, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8927, loss_cls: 1.1977, loss: 1.1977, grad_norm: 11.1489 2020-10-12 08:34:17,603 - mmaction - INFO - Epoch [35][1640/3520] lr: 7.500e-04, eta: 15:15:23, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.9083, loss_cls: 1.1203, loss: 1.1203, grad_norm: 10.5848 2020-10-12 08:34:35,990 - mmaction - INFO - Epoch [35][1660/3520] lr: 7.500e-04, eta: 15:15:02, time: 0.919, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8708, loss_cls: 1.2066, loss: 1.2066, grad_norm: 10.9934 2020-10-12 08:34:55,046 - mmaction - INFO - Epoch [35][1680/3520] lr: 7.500e-04, eta: 15:14:41, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8917, loss_cls: 1.1317, loss: 1.1317, grad_norm: 11.0843 2020-10-12 08:35:14,677 - mmaction - INFO - Epoch [35][1700/3520] lr: 7.500e-04, eta: 15:14:21, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8823, loss_cls: 1.1935, loss: 1.1935, grad_norm: 10.7991 2020-10-12 08:35:33,140 - mmaction - INFO - Epoch [35][1720/3520] lr: 7.500e-04, eta: 15:14:00, time: 0.925, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.1634, loss: 1.1634, grad_norm: 10.6880 2020-10-12 08:35:53,127 - mmaction - INFO - Epoch [35][1740/3520] lr: 7.500e-04, eta: 15:13:40, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.1059, loss: 1.1059, grad_norm: 10.5690 2020-10-12 08:36:11,560 - mmaction - INFO - Epoch [35][1760/3520] lr: 7.500e-04, eta: 15:13:19, time: 0.925, data_time: 0.008, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9000, loss_cls: 1.0816, loss: 1.0816, grad_norm: 10.0942 2020-10-12 08:36:30,317 - mmaction - INFO - Epoch [35][1780/3520] lr: 7.500e-04, eta: 15:12:58, time: 0.938, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9167, loss_cls: 1.0379, loss: 1.0379, grad_norm: 10.5471 2020-10-12 08:36:48,940 - mmaction - INFO - Epoch [35][1800/3520] lr: 7.500e-04, eta: 15:12:38, time: 0.931, data_time: 0.004, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8865, loss_cls: 1.2452, loss: 1.2452, grad_norm: 11.4385 2020-10-12 08:37:07,666 - mmaction - INFO - Epoch [35][1820/3520] lr: 7.500e-04, eta: 15:12:17, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8812, loss_cls: 1.1894, loss: 1.1894, grad_norm: 10.7025 2020-10-12 08:37:26,146 - mmaction - INFO - Epoch [35][1840/3520] lr: 7.500e-04, eta: 15:11:56, time: 0.925, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8781, loss_cls: 1.2226, loss: 1.2226, grad_norm: 10.5018 2020-10-12 08:37:45,541 - mmaction - INFO - Epoch [35][1860/3520] lr: 7.500e-04, eta: 15:11:36, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1131, loss: 1.1131, grad_norm: 10.5225 2020-10-12 08:38:04,832 - mmaction - INFO - Epoch [35][1880/3520] lr: 7.500e-04, eta: 15:11:15, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8844, loss_cls: 1.1987, loss: 1.1987, grad_norm: 10.9297 2020-10-12 08:38:23,314 - mmaction - INFO - Epoch [35][1900/3520] lr: 7.500e-04, eta: 15:10:55, time: 0.926, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9042, loss_cls: 1.0949, loss: 1.0949, grad_norm: 10.5016 2020-10-12 08:38:42,054 - mmaction - INFO - Epoch [35][1920/3520] lr: 7.500e-04, eta: 15:10:34, time: 0.937, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9052, loss_cls: 1.0869, loss: 1.0869, grad_norm: 10.3986 2020-10-12 08:39:01,322 - mmaction - INFO - Epoch [35][1940/3520] lr: 7.500e-04, eta: 15:10:13, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9062, loss_cls: 1.1215, loss: 1.1215, grad_norm: 10.5984 2020-10-12 08:39:19,992 - mmaction - INFO - Epoch [35][1960/3520] lr: 7.500e-04, eta: 15:09:53, time: 0.934, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8969, loss_cls: 1.1066, loss: 1.1066, grad_norm: 10.6682 2020-10-12 08:39:38,604 - mmaction - INFO - Epoch [35][1980/3520] lr: 7.500e-04, eta: 15:09:32, time: 0.930, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8781, loss_cls: 1.1545, loss: 1.1545, grad_norm: 10.6986 2020-10-12 08:39:58,135 - mmaction - INFO - Epoch [35][2000/3520] lr: 7.500e-04, eta: 15:09:12, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9135, loss_cls: 1.0649, loss: 1.0649, grad_norm: 10.3735 2020-10-12 08:40:16,886 - mmaction - INFO - Epoch [35][2020/3520] lr: 7.500e-04, eta: 15:08:51, time: 0.941, data_time: 0.008, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9208, loss_cls: 1.0904, loss: 1.0904, grad_norm: 10.9557 2020-10-12 08:40:36,005 - mmaction - INFO - Epoch [35][2040/3520] lr: 7.500e-04, eta: 15:08:30, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9042, loss_cls: 1.1082, loss: 1.1082, grad_norm: 10.4421 2020-10-12 08:40:54,866 - mmaction - INFO - Epoch [35][2060/3520] lr: 7.500e-04, eta: 15:08:10, time: 0.941, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8896, loss_cls: 1.1207, loss: 1.1207, grad_norm: 10.8742 2020-10-12 08:41:14,371 - mmaction - INFO - Epoch [35][2080/3520] lr: 7.500e-04, eta: 15:07:49, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9021, loss_cls: 1.1092, loss: 1.1092, grad_norm: 10.7873 2020-10-12 08:41:33,764 - mmaction - INFO - Epoch [35][2100/3520] lr: 7.500e-04, eta: 15:07:29, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9021, loss_cls: 1.0926, loss: 1.0926, grad_norm: 10.6214 2020-10-12 08:41:52,713 - mmaction - INFO - Epoch [35][2120/3520] lr: 7.500e-04, eta: 15:07:08, time: 0.947, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9260, loss_cls: 0.9703, loss: 0.9703, grad_norm: 10.3565 2020-10-12 08:42:11,827 - mmaction - INFO - Epoch [35][2140/3520] lr: 7.500e-04, eta: 15:06:48, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9146, loss_cls: 1.0725, loss: 1.0725, grad_norm: 10.8275 2020-10-12 08:42:30,831 - mmaction - INFO - Epoch [35][2160/3520] lr: 7.500e-04, eta: 15:06:27, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0720, loss: 1.0720, grad_norm: 10.3829 2020-10-12 08:42:50,048 - mmaction - INFO - Epoch [35][2180/3520] lr: 7.500e-04, eta: 15:06:07, time: 0.958, data_time: 0.008, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8896, loss_cls: 1.1003, loss: 1.1003, grad_norm: 10.6999 2020-10-12 08:43:09,041 - mmaction - INFO - Epoch [35][2200/3520] lr: 7.500e-04, eta: 15:05:46, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.1889, loss: 1.1889, grad_norm: 10.9879 2020-10-12 08:43:27,979 - mmaction - INFO - Epoch [35][2220/3520] lr: 7.500e-04, eta: 15:05:26, time: 0.947, data_time: 0.004, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9177, loss_cls: 1.0385, loss: 1.0385, grad_norm: 10.5725 2020-10-12 08:43:46,734 - mmaction - INFO - Epoch [35][2240/3520] lr: 7.500e-04, eta: 15:05:05, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8958, loss_cls: 1.1964, loss: 1.1964, grad_norm: 11.2253 2020-10-12 08:44:05,547 - mmaction - INFO - Epoch [35][2260/3520] lr: 7.500e-04, eta: 15:04:44, time: 0.939, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9000, loss_cls: 1.1607, loss: 1.1607, grad_norm: 10.9716 2020-10-12 08:44:25,732 - mmaction - INFO - Epoch [35][2280/3520] lr: 7.500e-04, eta: 15:04:24, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8917, loss_cls: 1.1238, loss: 1.1238, grad_norm: 10.9532 2020-10-12 08:44:44,649 - mmaction - INFO - Epoch [35][2300/3520] lr: 7.500e-04, eta: 15:04:04, time: 0.947, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8990, loss_cls: 1.1074, loss: 1.1074, grad_norm: 10.5577 2020-10-12 08:45:04,129 - mmaction - INFO - Epoch [35][2320/3520] lr: 7.500e-04, eta: 15:03:43, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9010, loss_cls: 1.1623, loss: 1.1623, grad_norm: 11.1122 2020-10-12 08:45:23,727 - mmaction - INFO - Epoch [35][2340/3520] lr: 7.500e-04, eta: 15:03:23, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8969, loss_cls: 1.1158, loss: 1.1158, grad_norm: 10.8543 2020-10-12 08:45:45,191 - mmaction - INFO - Epoch [35][2360/3520] lr: 7.500e-04, eta: 15:03:04, time: 1.073, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9073, loss_cls: 1.0591, loss: 1.0591, grad_norm: 10.3534 2020-10-12 08:46:03,690 - mmaction - INFO - Epoch [35][2380/3520] lr: 7.500e-04, eta: 15:02:43, time: 0.926, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8937, loss_cls: 1.1214, loss: 1.1214, grad_norm: 10.6977 2020-10-12 08:46:22,979 - mmaction - INFO - Epoch [35][2400/3520] lr: 7.500e-04, eta: 15:02:22, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.1462, loss: 1.1462, grad_norm: 10.5787 2020-10-12 08:46:42,412 - mmaction - INFO - Epoch [35][2420/3520] lr: 7.500e-04, eta: 15:02:02, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1165, loss: 1.1165, grad_norm: 10.8138 2020-10-12 08:47:01,159 - mmaction - INFO - Epoch [35][2440/3520] lr: 7.500e-04, eta: 15:01:41, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1951, loss: 1.1951, grad_norm: 10.6349 2020-10-12 08:47:19,570 - mmaction - INFO - Epoch [35][2460/3520] lr: 7.500e-04, eta: 15:01:21, time: 0.922, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8990, loss_cls: 1.1487, loss: 1.1487, grad_norm: 11.3126 2020-10-12 08:47:38,723 - mmaction - INFO - Epoch [35][2480/3520] lr: 7.500e-04, eta: 15:01:00, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9073, loss_cls: 1.0821, loss: 1.0821, grad_norm: 11.2471 2020-10-12 08:47:58,029 - mmaction - INFO - Epoch [35][2500/3520] lr: 7.500e-04, eta: 15:00:40, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8740, loss_cls: 1.2720, loss: 1.2720, grad_norm: 11.4237 2020-10-12 08:48:16,490 - mmaction - INFO - Epoch [35][2520/3520] lr: 7.500e-04, eta: 15:00:19, time: 0.923, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8792, loss_cls: 1.2764, loss: 1.2764, grad_norm: 11.2187 2020-10-12 08:48:35,048 - mmaction - INFO - Epoch [35][2540/3520] lr: 7.500e-04, eta: 14:59:58, time: 0.928, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1937, loss: 1.1937, grad_norm: 11.2297 2020-10-12 08:48:53,674 - mmaction - INFO - Epoch [35][2560/3520] lr: 7.500e-04, eta: 14:59:37, time: 0.928, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8865, loss_cls: 1.1882, loss: 1.1882, grad_norm: 10.6513 2020-10-12 08:49:12,663 - mmaction - INFO - Epoch [35][2580/3520] lr: 7.500e-04, eta: 14:59:17, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8917, loss_cls: 1.1242, loss: 1.1242, grad_norm: 10.6568 2020-10-12 08:49:31,530 - mmaction - INFO - Epoch [35][2600/3520] lr: 7.500e-04, eta: 14:58:56, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8813, loss_cls: 1.2088, loss: 1.2088, grad_norm: 10.7323 2020-10-12 08:49:50,221 - mmaction - INFO - Epoch [35][2620/3520] lr: 7.500e-04, eta: 14:58:36, time: 0.938, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9010, loss_cls: 1.1459, loss: 1.1459, grad_norm: 11.2185 2020-10-12 08:50:09,043 - mmaction - INFO - Epoch [35][2640/3520] lr: 7.500e-04, eta: 14:58:15, time: 0.941, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9010, loss_cls: 1.1596, loss: 1.1596, grad_norm: 10.5933 2020-10-12 08:50:27,950 - mmaction - INFO - Epoch [35][2660/3520] lr: 7.500e-04, eta: 14:57:54, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8969, loss_cls: 1.1358, loss: 1.1358, grad_norm: 10.5560 2020-10-12 08:50:46,546 - mmaction - INFO - Epoch [35][2680/3520] lr: 7.500e-04, eta: 14:57:34, time: 0.932, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8979, loss_cls: 1.1535, loss: 1.1535, grad_norm: 10.7821 2020-10-12 08:51:06,200 - mmaction - INFO - Epoch [35][2700/3520] lr: 7.500e-04, eta: 14:57:13, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8833, loss_cls: 1.2161, loss: 1.2161, grad_norm: 11.1151 2020-10-12 08:51:25,403 - mmaction - INFO - Epoch [35][2720/3520] lr: 7.500e-04, eta: 14:56:53, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8927, loss_cls: 1.1847, loss: 1.1847, grad_norm: 10.9773 2020-10-12 08:51:43,826 - mmaction - INFO - Epoch [35][2740/3520] lr: 7.500e-04, eta: 14:56:32, time: 0.921, data_time: 0.003, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8948, loss_cls: 1.1912, loss: 1.1912, grad_norm: 11.2327 2020-10-12 08:52:03,295 - mmaction - INFO - Epoch [35][2760/3520] lr: 7.500e-04, eta: 14:56:12, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8906, loss_cls: 1.1344, loss: 1.1344, grad_norm: 10.4552 2020-10-12 08:52:22,640 - mmaction - INFO - Epoch [35][2780/3520] lr: 7.500e-04, eta: 14:55:51, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8948, loss_cls: 1.1972, loss: 1.1972, grad_norm: 10.8014 2020-10-12 08:52:41,709 - mmaction - INFO - Epoch [35][2800/3520] lr: 7.500e-04, eta: 14:55:31, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9000, loss_cls: 1.1525, loss: 1.1525, grad_norm: 10.7117 2020-10-12 08:52:59,927 - mmaction - INFO - Epoch [35][2820/3520] lr: 7.500e-04, eta: 14:55:10, time: 0.913, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8948, loss_cls: 1.1834, loss: 1.1834, grad_norm: 10.8495 2020-10-12 08:53:18,736 - mmaction - INFO - Epoch [35][2840/3520] lr: 7.500e-04, eta: 14:54:49, time: 0.940, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8833, loss_cls: 1.1788, loss: 1.1788, grad_norm: 11.0961 2020-10-12 08:53:37,912 - mmaction - INFO - Epoch [35][2860/3520] lr: 7.500e-04, eta: 14:54:29, time: 0.957, data_time: 0.002, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8854, loss_cls: 1.2288, loss: 1.2288, grad_norm: 11.3153 2020-10-12 08:53:56,696 - mmaction - INFO - Epoch [35][2880/3520] lr: 7.500e-04, eta: 14:54:08, time: 0.939, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8948, loss_cls: 1.2088, loss: 1.2088, grad_norm: 11.2646 2020-10-12 08:54:15,192 - mmaction - INFO - Epoch [35][2900/3520] lr: 7.500e-04, eta: 14:53:47, time: 0.925, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8896, loss_cls: 1.2368, loss: 1.2368, grad_norm: 11.3312 2020-10-12 08:54:33,971 - mmaction - INFO - Epoch [35][2920/3520] lr: 7.500e-04, eta: 14:53:27, time: 0.940, data_time: 0.003, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9115, loss_cls: 1.0431, loss: 1.0431, grad_norm: 10.4975 2020-10-12 08:54:52,651 - mmaction - INFO - Epoch [35][2940/3520] lr: 7.500e-04, eta: 14:53:06, time: 0.933, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9073, loss_cls: 1.0723, loss: 1.0723, grad_norm: 10.5450 2020-10-12 08:55:11,583 - mmaction - INFO - Epoch [35][2960/3520] lr: 7.500e-04, eta: 14:52:46, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8927, loss_cls: 1.1907, loss: 1.1907, grad_norm: 10.8510 2020-10-12 08:55:30,602 - mmaction - INFO - Epoch [35][2980/3520] lr: 7.500e-04, eta: 14:52:25, time: 0.949, data_time: 0.004, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8812, loss_cls: 1.2319, loss: 1.2319, grad_norm: 11.1018 2020-10-12 08:55:49,152 - mmaction - INFO - Epoch [35][3000/3520] lr: 7.500e-04, eta: 14:52:04, time: 0.929, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9031, loss_cls: 1.1041, loss: 1.1041, grad_norm: 10.2512 2020-10-12 08:56:09,007 - mmaction - INFO - Epoch [35][3020/3520] lr: 7.500e-04, eta: 14:51:44, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0866, loss: 1.0866, grad_norm: 10.3944 2020-10-12 08:56:28,715 - mmaction - INFO - Epoch [35][3040/3520] lr: 7.500e-04, eta: 14:51:24, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.6938, top5_acc: 0.9000, loss_cls: 1.1411, loss: 1.1411, grad_norm: 11.2870 2020-10-12 08:56:47,440 - mmaction - INFO - Epoch [35][3060/3520] lr: 7.500e-04, eta: 14:51:03, time: 0.936, data_time: 0.003, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 1.0493, loss: 1.0493, grad_norm: 10.4197 2020-10-12 08:57:06,262 - mmaction - INFO - Epoch [35][3080/3520] lr: 7.500e-04, eta: 14:50:43, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8885, loss_cls: 1.1172, loss: 1.1172, grad_norm: 10.9020 2020-10-12 08:57:26,213 - mmaction - INFO - Epoch [35][3100/3520] lr: 7.500e-04, eta: 14:50:22, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1475, loss: 1.1475, grad_norm: 11.2058 2020-10-12 08:57:45,328 - mmaction - INFO - Epoch [35][3120/3520] lr: 7.500e-04, eta: 14:50:02, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.1207, loss: 1.1207, grad_norm: 10.4833 2020-10-12 08:58:04,104 - mmaction - INFO - Epoch [35][3140/3520] lr: 7.500e-04, eta: 14:49:41, time: 0.937, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8885, loss_cls: 1.2060, loss: 1.2060, grad_norm: 11.1429 2020-10-12 08:58:23,443 - mmaction - INFO - Epoch [35][3160/3520] lr: 7.500e-04, eta: 14:49:21, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8938, loss_cls: 1.1703, loss: 1.1703, grad_norm: 10.9191 2020-10-12 08:58:43,203 - mmaction - INFO - Epoch [35][3180/3520] lr: 7.500e-04, eta: 14:49:01, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8927, loss_cls: 1.1144, loss: 1.1144, grad_norm: 10.9500 2020-10-12 08:59:02,087 - mmaction - INFO - Epoch [35][3200/3520] lr: 7.500e-04, eta: 14:48:40, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8948, loss_cls: 1.0992, loss: 1.0992, grad_norm: 10.5958 2020-10-12 08:59:20,825 - mmaction - INFO - Epoch [35][3220/3520] lr: 7.500e-04, eta: 14:48:19, time: 0.937, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1497, loss: 1.1497, grad_norm: 10.9332 2020-10-12 08:59:40,122 - mmaction - INFO - Epoch [35][3240/3520] lr: 7.500e-04, eta: 14:47:59, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9083, loss_cls: 1.0968, loss: 1.0968, grad_norm: 11.0452 2020-10-12 08:59:59,063 - mmaction - INFO - Epoch [35][3260/3520] lr: 7.500e-04, eta: 14:47:38, time: 0.947, data_time: 0.004, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8948, loss_cls: 1.1544, loss: 1.1544, grad_norm: 11.2840 2020-10-12 09:00:19,990 - mmaction - INFO - Epoch [35][3280/3520] lr: 7.500e-04, eta: 14:47:19, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9021, loss_cls: 1.1257, loss: 1.1257, grad_norm: 11.2219 2020-10-12 09:00:39,670 - mmaction - INFO - Epoch [35][3300/3520] lr: 7.500e-04, eta: 14:46:58, time: 0.996, data_time: 0.029, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8969, loss_cls: 1.1853, loss: 1.1853, grad_norm: 11.1733 2020-10-12 09:00:58,358 - mmaction - INFO - Epoch [35][3320/3520] lr: 7.500e-04, eta: 14:46:38, time: 0.932, data_time: 0.005, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9052, loss_cls: 1.0977, loss: 1.0977, grad_norm: 10.7857 2020-10-12 09:01:20,278 - mmaction - INFO - Epoch [35][3340/3520] lr: 7.500e-04, eta: 14:46:19, time: 1.097, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8875, loss_cls: 1.2311, loss: 1.2311, grad_norm: 11.6477 2020-10-12 09:01:38,547 - mmaction - INFO - Epoch [35][3360/3520] lr: 7.500e-04, eta: 14:45:58, time: 0.914, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8927, loss_cls: 1.1845, loss: 1.1845, grad_norm: 11.4810 2020-10-12 09:01:57,901 - mmaction - INFO - Epoch [35][3380/3520] lr: 7.500e-04, eta: 14:45:37, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.1849, loss: 1.1849, grad_norm: 11.0064 2020-10-12 09:02:17,031 - mmaction - INFO - Epoch [35][3400/3520] lr: 7.500e-04, eta: 14:45:17, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8802, loss_cls: 1.2897, loss: 1.2897, grad_norm: 11.4928 2020-10-12 09:02:36,386 - mmaction - INFO - Epoch [35][3420/3520] lr: 7.500e-04, eta: 14:44:56, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9052, loss_cls: 1.1714, loss: 1.1714, grad_norm: 10.9421 2020-10-12 09:02:55,886 - mmaction - INFO - Epoch [35][3440/3520] lr: 7.500e-04, eta: 14:44:36, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8958, loss_cls: 1.1376, loss: 1.1376, grad_norm: 10.8115 2020-10-12 09:03:16,488 - mmaction - INFO - Epoch [35][3460/3520] lr: 7.500e-04, eta: 14:44:16, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8969, loss_cls: 1.1250, loss: 1.1250, grad_norm: 10.8464 2020-10-12 09:03:34,961 - mmaction - INFO - Epoch [35][3480/3520] lr: 7.500e-04, eta: 14:43:55, time: 0.925, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8948, loss_cls: 1.1439, loss: 1.1439, grad_norm: 10.6872 2020-10-12 09:03:54,866 - mmaction - INFO - Epoch [35][3500/3520] lr: 7.500e-04, eta: 14:43:35, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8979, loss_cls: 1.1050, loss: 1.1050, grad_norm: 10.6048 2020-10-12 09:04:14,346 - mmaction - INFO - Epoch [35][3520/3520] lr: 7.500e-04, eta: 14:43:15, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.7011, top5_acc: 0.8978, loss_cls: 1.1566, loss: 1.1566, grad_norm: 10.8783 2020-10-12 09:04:14,842 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-12 09:04:47,936 - mmaction - INFO - Epoch [36][20/3520] lr: 7.500e-04, eta: 14:43:00, time: 1.628, data_time: 0.688, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8958, loss_cls: 1.1114, loss: 1.1114, grad_norm: 10.2613 2020-10-12 09:05:05,940 - mmaction - INFO - Epoch [36][40/3520] lr: 7.500e-04, eta: 14:42:39, time: 0.900, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9063, loss_cls: 1.1079, loss: 1.1079, grad_norm: 10.4430 2020-10-12 09:05:24,404 - mmaction - INFO - Epoch [36][60/3520] lr: 7.500e-04, eta: 14:42:19, time: 0.923, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9104, loss_cls: 1.0400, loss: 1.0400, grad_norm: 10.3734 2020-10-12 09:05:43,880 - mmaction - INFO - Epoch [36][80/3520] lr: 7.500e-04, eta: 14:41:58, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9208, loss_cls: 1.0609, loss: 1.0609, grad_norm: 10.9201 2020-10-12 09:06:03,473 - mmaction - INFO - Epoch [36][100/3520] lr: 7.500e-04, eta: 14:41:38, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9031, loss_cls: 1.1176, loss: 1.1176, grad_norm: 10.8083 2020-10-12 09:06:23,058 - mmaction - INFO - Epoch [36][120/3520] lr: 7.500e-04, eta: 14:41:18, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8948, loss_cls: 1.1354, loss: 1.1354, grad_norm: 11.0587 2020-10-12 09:06:41,854 - mmaction - INFO - Epoch [36][140/3520] lr: 7.500e-04, eta: 14:40:57, time: 0.936, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8969, loss_cls: 1.1000, loss: 1.1000, grad_norm: 10.6839 2020-10-12 09:07:01,535 - mmaction - INFO - Epoch [36][160/3520] lr: 7.500e-04, eta: 14:40:37, time: 0.988, data_time: 0.008, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9031, loss_cls: 1.0812, loss: 1.0812, grad_norm: 10.6249 2020-10-12 09:07:21,397 - mmaction - INFO - Epoch [36][180/3520] lr: 7.500e-04, eta: 14:40:17, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9083, loss_cls: 1.0454, loss: 1.0454, grad_norm: 10.3448 2020-10-12 09:07:40,734 - mmaction - INFO - Epoch [36][200/3520] lr: 7.500e-04, eta: 14:39:56, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9104, loss_cls: 1.1034, loss: 1.1034, grad_norm: 10.9713 2020-10-12 09:08:01,210 - mmaction - INFO - Epoch [36][220/3520] lr: 7.500e-04, eta: 14:39:36, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8948, loss_cls: 1.1448, loss: 1.1448, grad_norm: 11.1009 2020-10-12 09:08:19,585 - mmaction - INFO - Epoch [36][240/3520] lr: 7.500e-04, eta: 14:39:16, time: 0.918, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9031, loss_cls: 1.1386, loss: 1.1386, grad_norm: 11.1079 2020-10-12 09:08:38,440 - mmaction - INFO - Epoch [36][260/3520] lr: 7.500e-04, eta: 14:38:55, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9125, loss_cls: 0.9971, loss: 0.9971, grad_norm: 9.8543 2020-10-12 09:08:58,439 - mmaction - INFO - Epoch [36][280/3520] lr: 7.500e-04, eta: 14:38:35, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8906, loss_cls: 1.1568, loss: 1.1568, grad_norm: 11.0378 2020-10-12 09:09:17,253 - mmaction - INFO - Epoch [36][300/3520] lr: 7.500e-04, eta: 14:38:14, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9240, loss_cls: 1.0206, loss: 1.0206, grad_norm: 10.5359 2020-10-12 09:09:37,211 - mmaction - INFO - Epoch [36][320/3520] lr: 7.500e-04, eta: 14:37:54, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8969, loss_cls: 1.1275, loss: 1.1275, grad_norm: 10.8515 2020-10-12 09:09:56,910 - mmaction - INFO - Epoch [36][340/3520] lr: 7.500e-04, eta: 14:37:34, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1462, loss: 1.1462, grad_norm: 10.9657 2020-10-12 09:10:16,456 - mmaction - INFO - Epoch [36][360/3520] lr: 7.500e-04, eta: 14:37:14, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9031, loss_cls: 1.1094, loss: 1.1094, grad_norm: 10.8334 2020-10-12 09:10:35,557 - mmaction - INFO - Epoch [36][380/3520] lr: 7.500e-04, eta: 14:36:53, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.7323, top5_acc: 0.8969, loss_cls: 1.0370, loss: 1.0370, grad_norm: 10.3987 2020-10-12 09:10:54,786 - mmaction - INFO - Epoch [36][400/3520] lr: 7.500e-04, eta: 14:36:33, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8927, loss_cls: 1.1431, loss: 1.1431, grad_norm: 10.7864 2020-10-12 09:11:13,780 - mmaction - INFO - Epoch [36][420/3520] lr: 7.500e-04, eta: 14:36:12, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9125, loss_cls: 1.0738, loss: 1.0738, grad_norm: 11.1846 2020-10-12 09:11:33,231 - mmaction - INFO - Epoch [36][440/3520] lr: 7.500e-04, eta: 14:35:52, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9052, loss_cls: 1.0888, loss: 1.0888, grad_norm: 10.9950 2020-10-12 09:11:52,292 - mmaction - INFO - Epoch [36][460/3520] lr: 7.500e-04, eta: 14:35:31, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9010, loss_cls: 1.1125, loss: 1.1125, grad_norm: 11.0815 2020-10-12 09:12:11,844 - mmaction - INFO - Epoch [36][480/3520] lr: 7.500e-04, eta: 14:35:11, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9156, loss_cls: 1.0784, loss: 1.0784, grad_norm: 11.1993 2020-10-12 09:12:30,700 - mmaction - INFO - Epoch [36][500/3520] lr: 7.500e-04, eta: 14:34:50, time: 0.946, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8990, loss_cls: 1.1158, loss: 1.1158, grad_norm: 10.9076 2020-10-12 09:12:51,370 - mmaction - INFO - Epoch [36][520/3520] lr: 7.500e-04, eta: 14:34:31, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9135, loss_cls: 1.1089, loss: 1.1089, grad_norm: 11.0289 2020-10-12 09:13:11,735 - mmaction - INFO - Epoch [36][540/3520] lr: 7.500e-04, eta: 14:34:11, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8990, loss_cls: 1.1293, loss: 1.1293, grad_norm: 11.2780 2020-10-12 09:13:30,445 - mmaction - INFO - Epoch [36][560/3520] lr: 7.500e-04, eta: 14:33:50, time: 0.939, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9063, loss_cls: 1.1016, loss: 1.1016, grad_norm: 10.9065 2020-10-12 09:13:50,351 - mmaction - INFO - Epoch [36][580/3520] lr: 7.500e-04, eta: 14:33:30, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8865, loss_cls: 1.1780, loss: 1.1780, grad_norm: 11.3780 2020-10-12 09:14:09,200 - mmaction - INFO - Epoch [36][600/3520] lr: 7.500e-04, eta: 14:33:09, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9083, loss_cls: 1.0991, loss: 1.0991, grad_norm: 10.9027 2020-10-12 09:14:28,709 - mmaction - INFO - Epoch [36][620/3520] lr: 7.500e-04, eta: 14:32:49, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8854, loss_cls: 1.1834, loss: 1.1834, grad_norm: 11.2224 2020-10-12 09:14:48,079 - mmaction - INFO - Epoch [36][640/3520] lr: 7.500e-04, eta: 14:32:29, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9135, loss_cls: 1.0783, loss: 1.0783, grad_norm: 10.9441 2020-10-12 09:15:07,280 - mmaction - INFO - Epoch [36][660/3520] lr: 7.500e-04, eta: 14:32:08, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0248, loss: 1.0248, grad_norm: 10.7923 2020-10-12 09:15:25,865 - mmaction - INFO - Epoch [36][680/3520] lr: 7.500e-04, eta: 14:31:47, time: 0.928, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8958, loss_cls: 1.1303, loss: 1.1303, grad_norm: 10.9232 2020-10-12 09:15:44,964 - mmaction - INFO - Epoch [36][700/3520] lr: 7.500e-04, eta: 14:31:27, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9187, loss_cls: 1.0271, loss: 1.0271, grad_norm: 10.5566 2020-10-12 09:16:05,400 - mmaction - INFO - Epoch [36][720/3520] lr: 7.500e-04, eta: 14:31:07, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9198, loss_cls: 1.0953, loss: 1.0953, grad_norm: 10.8612 2020-10-12 09:16:24,181 - mmaction - INFO - Epoch [36][740/3520] lr: 7.500e-04, eta: 14:30:46, time: 0.942, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8906, loss_cls: 1.1685, loss: 1.1685, grad_norm: 10.8278 2020-10-12 09:16:42,946 - mmaction - INFO - Epoch [36][760/3520] lr: 7.500e-04, eta: 14:30:26, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9000, loss_cls: 1.1084, loss: 1.1084, grad_norm: 11.2013 2020-10-12 09:17:03,619 - mmaction - INFO - Epoch [36][780/3520] lr: 7.500e-04, eta: 14:30:06, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.2082, loss: 1.2082, grad_norm: 11.0781 2020-10-12 09:17:22,227 - mmaction - INFO - Epoch [36][800/3520] lr: 7.500e-04, eta: 14:29:45, time: 0.931, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9042, loss_cls: 1.1118, loss: 1.1118, grad_norm: 10.7125 2020-10-12 09:17:41,097 - mmaction - INFO - Epoch [36][820/3520] lr: 7.500e-04, eta: 14:29:25, time: 0.944, data_time: 0.002, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9073, loss_cls: 1.0509, loss: 1.0509, grad_norm: 10.4843 2020-10-12 09:18:00,121 - mmaction - INFO - Epoch [36][840/3520] lr: 7.500e-04, eta: 14:29:04, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8948, loss_cls: 1.1603, loss: 1.1603, grad_norm: 11.1261 2020-10-12 09:18:19,034 - mmaction - INFO - Epoch [36][860/3520] lr: 7.500e-04, eta: 14:28:44, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9010, loss_cls: 1.1184, loss: 1.1184, grad_norm: 10.8177 2020-10-12 09:18:38,405 - mmaction - INFO - Epoch [36][880/3520] lr: 7.500e-04, eta: 14:28:23, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9000, loss_cls: 1.1170, loss: 1.1170, grad_norm: 11.1447 2020-10-12 09:18:58,537 - mmaction - INFO - Epoch [36][900/3520] lr: 7.500e-04, eta: 14:28:03, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1427, loss: 1.1427, grad_norm: 11.4176 2020-10-12 09:19:16,943 - mmaction - INFO - Epoch [36][920/3520] lr: 7.500e-04, eta: 14:27:42, time: 0.923, data_time: 0.008, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8938, loss_cls: 1.1344, loss: 1.1344, grad_norm: 10.9017 2020-10-12 09:19:36,072 - mmaction - INFO - Epoch [36][940/3520] lr: 7.500e-04, eta: 14:27:22, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9010, loss_cls: 1.0709, loss: 1.0709, grad_norm: 10.8337 2020-10-12 09:19:54,786 - mmaction - INFO - Epoch [36][960/3520] lr: 7.500e-04, eta: 14:27:01, time: 0.936, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8948, loss_cls: 1.2348, loss: 1.2348, grad_norm: 11.5703 2020-10-12 09:20:14,651 - mmaction - INFO - Epoch [36][980/3520] lr: 7.500e-04, eta: 14:26:41, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9021, loss_cls: 1.1725, loss: 1.1725, grad_norm: 11.3504 2020-10-12 09:20:34,862 - mmaction - INFO - Epoch [36][1000/3520] lr: 7.500e-04, eta: 14:26:21, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9135, loss_cls: 1.1220, loss: 1.1220, grad_norm: 11.4091 2020-10-12 09:20:53,590 - mmaction - INFO - Epoch [36][1020/3520] lr: 7.500e-04, eta: 14:26:01, time: 0.933, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9010, loss_cls: 1.0893, loss: 1.0893, grad_norm: 11.0014 2020-10-12 09:21:12,366 - mmaction - INFO - Epoch [36][1040/3520] lr: 7.500e-04, eta: 14:25:40, time: 0.942, data_time: 0.007, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.1172, loss: 1.1172, grad_norm: 10.9248 2020-10-12 09:21:31,885 - mmaction - INFO - Epoch [36][1060/3520] lr: 7.500e-04, eta: 14:25:20, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8917, loss_cls: 1.1243, loss: 1.1243, grad_norm: 11.1168 2020-10-12 09:21:51,321 - mmaction - INFO - Epoch [36][1080/3520] lr: 7.500e-04, eta: 14:24:59, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9042, loss_cls: 1.1453, loss: 1.1453, grad_norm: 11.0386 2020-10-12 09:22:10,357 - mmaction - INFO - Epoch [36][1100/3520] lr: 7.500e-04, eta: 14:24:39, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1110, loss: 1.1110, grad_norm: 11.1969 2020-10-12 09:22:29,163 - mmaction - INFO - Epoch [36][1120/3520] lr: 7.500e-04, eta: 14:24:18, time: 0.942, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9010, loss_cls: 1.1234, loss: 1.1234, grad_norm: 10.9715 2020-10-12 09:22:49,838 - mmaction - INFO - Epoch [36][1140/3520] lr: 7.500e-04, eta: 14:23:58, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9260, loss_cls: 1.0298, loss: 1.0298, grad_norm: 10.7482 2020-10-12 09:23:08,425 - mmaction - INFO - Epoch [36][1160/3520] lr: 7.500e-04, eta: 14:23:38, time: 0.929, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8979, loss_cls: 1.1528, loss: 1.1528, grad_norm: 11.0611 2020-10-12 09:23:27,398 - mmaction - INFO - Epoch [36][1180/3520] lr: 7.500e-04, eta: 14:23:17, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9177, loss_cls: 1.0510, loss: 1.0510, grad_norm: 10.5198 2020-10-12 09:23:46,500 - mmaction - INFO - Epoch [36][1200/3520] lr: 7.500e-04, eta: 14:22:57, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9094, loss_cls: 1.0689, loss: 1.0689, grad_norm: 10.5676 2020-10-12 09:24:06,404 - mmaction - INFO - Epoch [36][1220/3520] lr: 7.500e-04, eta: 14:22:37, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9063, loss_cls: 1.1180, loss: 1.1180, grad_norm: 11.2141 2020-10-12 09:24:24,963 - mmaction - INFO - Epoch [36][1240/3520] lr: 7.500e-04, eta: 14:22:16, time: 0.928, data_time: 0.004, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8917, loss_cls: 1.1604, loss: 1.1604, grad_norm: 11.0626 2020-10-12 09:24:44,589 - mmaction - INFO - Epoch [36][1260/3520] lr: 7.500e-04, eta: 14:21:56, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.8969, loss_cls: 1.1129, loss: 1.1129, grad_norm: 10.7142 2020-10-12 09:25:04,737 - mmaction - INFO - Epoch [36][1280/3520] lr: 7.500e-04, eta: 14:21:36, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9094, loss_cls: 1.1186, loss: 1.1186, grad_norm: 11.0365 2020-10-12 09:25:24,866 - mmaction - INFO - Epoch [36][1300/3520] lr: 7.500e-04, eta: 14:21:16, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9031, loss_cls: 1.0760, loss: 1.0760, grad_norm: 10.5887 2020-10-12 09:25:44,210 - mmaction - INFO - Epoch [36][1320/3520] lr: 7.500e-04, eta: 14:20:55, time: 0.972, data_time: 0.009, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9062, loss_cls: 1.0740, loss: 1.0740, grad_norm: 10.7626 2020-10-12 09:26:03,042 - mmaction - INFO - Epoch [36][1340/3520] lr: 7.500e-04, eta: 14:20:35, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.1080, loss: 1.1080, grad_norm: 10.7349 2020-10-12 09:26:23,361 - mmaction - INFO - Epoch [36][1360/3520] lr: 7.500e-04, eta: 14:20:15, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9052, loss_cls: 1.0749, loss: 1.0749, grad_norm: 10.5330 2020-10-12 09:26:42,466 - mmaction - INFO - Epoch [36][1380/3520] lr: 7.500e-04, eta: 14:19:54, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8948, loss_cls: 1.1411, loss: 1.1411, grad_norm: 11.1582 2020-10-12 09:27:01,246 - mmaction - INFO - Epoch [36][1400/3520] lr: 7.500e-04, eta: 14:19:34, time: 0.939, data_time: 0.004, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9125, loss_cls: 1.0855, loss: 1.0855, grad_norm: 10.8231 2020-10-12 09:27:21,101 - mmaction - INFO - Epoch [36][1420/3520] lr: 7.500e-04, eta: 14:19:13, time: 0.993, data_time: 0.008, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8885, loss_cls: 1.1242, loss: 1.1242, grad_norm: 10.9438 2020-10-12 09:27:40,529 - mmaction - INFO - Epoch [36][1440/3520] lr: 7.500e-04, eta: 14:18:53, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8875, loss_cls: 1.1295, loss: 1.1295, grad_norm: 10.9630 2020-10-12 09:28:00,721 - mmaction - INFO - Epoch [36][1460/3520] lr: 7.500e-04, eta: 14:18:33, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9021, loss_cls: 1.0819, loss: 1.0819, grad_norm: 11.0086 2020-10-12 09:28:19,120 - mmaction - INFO - Epoch [36][1480/3520] lr: 7.500e-04, eta: 14:18:12, time: 0.920, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1009, loss: 1.1009, grad_norm: 10.9124 2020-10-12 09:28:38,019 - mmaction - INFO - Epoch [36][1500/3520] lr: 7.500e-04, eta: 14:17:52, time: 0.945, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9010, loss_cls: 1.1014, loss: 1.1014, grad_norm: 10.7597 2020-10-12 09:28:56,962 - mmaction - INFO - Epoch [36][1520/3520] lr: 7.500e-04, eta: 14:17:31, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9042, loss_cls: 1.0337, loss: 1.0337, grad_norm: 10.5828 2020-10-12 09:29:15,950 - mmaction - INFO - Epoch [36][1540/3520] lr: 7.500e-04, eta: 14:17:11, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9177, loss_cls: 1.1464, loss: 1.1464, grad_norm: 11.2203 2020-10-12 09:29:34,723 - mmaction - INFO - Epoch [36][1560/3520] lr: 7.500e-04, eta: 14:16:50, time: 0.939, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8958, loss_cls: 1.1572, loss: 1.1572, grad_norm: 11.2720 2020-10-12 09:29:53,668 - mmaction - INFO - Epoch [36][1580/3520] lr: 7.500e-04, eta: 14:16:30, time: 0.946, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8760, loss_cls: 1.2135, loss: 1.2135, grad_norm: 11.5174 2020-10-12 09:30:12,234 - mmaction - INFO - Epoch [36][1600/3520] lr: 7.500e-04, eta: 14:16:09, time: 0.930, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0550, loss: 1.0550, grad_norm: 10.8369 2020-10-12 09:30:31,191 - mmaction - INFO - Epoch [36][1620/3520] lr: 7.500e-04, eta: 14:15:48, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9042, loss_cls: 1.0764, loss: 1.0764, grad_norm: 11.0513 2020-10-12 09:30:50,261 - mmaction - INFO - Epoch [36][1640/3520] lr: 7.500e-04, eta: 14:15:28, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9010, loss_cls: 1.0827, loss: 1.0827, grad_norm: 10.6958 2020-10-12 09:31:09,170 - mmaction - INFO - Epoch [36][1660/3520] lr: 7.500e-04, eta: 14:15:07, time: 0.941, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8979, loss_cls: 1.1456, loss: 1.1456, grad_norm: 11.2834 2020-10-12 09:31:28,282 - mmaction - INFO - Epoch [36][1680/3520] lr: 7.500e-04, eta: 14:14:47, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9000, loss_cls: 1.1386, loss: 1.1386, grad_norm: 10.7044 2020-10-12 09:31:48,071 - mmaction - INFO - Epoch [36][1700/3520] lr: 7.500e-04, eta: 14:14:27, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8969, loss_cls: 1.1293, loss: 1.1293, grad_norm: 11.2633 2020-10-12 09:32:06,928 - mmaction - INFO - Epoch [36][1720/3520] lr: 7.500e-04, eta: 14:14:06, time: 0.943, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9063, loss_cls: 1.1530, loss: 1.1530, grad_norm: 11.5265 2020-10-12 09:32:26,526 - mmaction - INFO - Epoch [36][1740/3520] lr: 7.500e-04, eta: 14:13:46, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9063, loss_cls: 1.1133, loss: 1.1133, grad_norm: 11.3287 2020-10-12 09:32:45,462 - mmaction - INFO - Epoch [36][1760/3520] lr: 7.500e-04, eta: 14:13:25, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9094, loss_cls: 1.0778, loss: 1.0778, grad_norm: 10.8835 2020-10-12 09:33:04,316 - mmaction - INFO - Epoch [36][1780/3520] lr: 7.500e-04, eta: 14:13:05, time: 0.943, data_time: 0.007, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9063, loss_cls: 1.1057, loss: 1.1057, grad_norm: 10.7325 2020-10-12 09:33:23,381 - mmaction - INFO - Epoch [36][1800/3520] lr: 7.500e-04, eta: 14:12:44, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9115, loss_cls: 1.0997, loss: 1.0997, grad_norm: 11.2739 2020-10-12 09:33:42,745 - mmaction - INFO - Epoch [36][1820/3520] lr: 7.500e-04, eta: 14:12:24, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1892, loss: 1.1892, grad_norm: 11.4092 2020-10-12 09:34:03,048 - mmaction - INFO - Epoch [36][1840/3520] lr: 7.500e-04, eta: 14:12:04, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9063, loss_cls: 1.1079, loss: 1.1079, grad_norm: 11.0550 2020-10-12 09:34:22,571 - mmaction - INFO - Epoch [36][1860/3520] lr: 7.500e-04, eta: 14:11:44, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.0957, loss: 1.0957, grad_norm: 11.0398 2020-10-12 09:34:41,581 - mmaction - INFO - Epoch [36][1880/3520] lr: 7.500e-04, eta: 14:11:23, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8917, loss_cls: 1.1895, loss: 1.1895, grad_norm: 11.2591 2020-10-12 09:35:00,652 - mmaction - INFO - Epoch [36][1900/3520] lr: 7.500e-04, eta: 14:11:03, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9042, loss_cls: 1.1385, loss: 1.1385, grad_norm: 11.3340 2020-10-12 09:35:20,304 - mmaction - INFO - Epoch [36][1920/3520] lr: 7.500e-04, eta: 14:10:43, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8937, loss_cls: 1.1601, loss: 1.1601, grad_norm: 11.4012 2020-10-12 09:35:38,994 - mmaction - INFO - Epoch [36][1940/3520] lr: 7.500e-04, eta: 14:10:22, time: 0.935, data_time: 0.003, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.1134, loss: 1.1134, grad_norm: 11.2885 2020-10-12 09:35:59,995 - mmaction - INFO - Epoch [36][1960/3520] lr: 7.500e-04, eta: 14:10:02, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8896, loss_cls: 1.1792, loss: 1.1792, grad_norm: 11.2010 2020-10-12 09:36:19,949 - mmaction - INFO - Epoch [36][1980/3520] lr: 7.500e-04, eta: 14:09:42, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9052, loss_cls: 1.1161, loss: 1.1161, grad_norm: 10.8520 2020-10-12 09:36:38,727 - mmaction - INFO - Epoch [36][2000/3520] lr: 7.500e-04, eta: 14:09:22, time: 0.939, data_time: 0.003, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8896, loss_cls: 1.1722, loss: 1.1722, grad_norm: 10.9700 2020-10-12 09:36:58,546 - mmaction - INFO - Epoch [36][2020/3520] lr: 7.500e-04, eta: 14:09:01, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9146, loss_cls: 1.0480, loss: 1.0480, grad_norm: 10.4917 2020-10-12 09:37:18,106 - mmaction - INFO - Epoch [36][2040/3520] lr: 7.500e-04, eta: 14:08:41, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9021, loss_cls: 1.1393, loss: 1.1393, grad_norm: 11.2192 2020-10-12 09:37:37,618 - mmaction - INFO - Epoch [36][2060/3520] lr: 7.500e-04, eta: 14:08:21, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.1752, loss: 1.1752, grad_norm: 11.4485 2020-10-12 09:37:57,116 - mmaction - INFO - Epoch [36][2080/3520] lr: 7.500e-04, eta: 14:08:01, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8938, loss_cls: 1.2079, loss: 1.2079, grad_norm: 11.3507 2020-10-12 09:38:15,909 - mmaction - INFO - Epoch [36][2100/3520] lr: 7.500e-04, eta: 14:07:40, time: 0.941, data_time: 0.007, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8990, loss_cls: 1.1335, loss: 1.1335, grad_norm: 11.5793 2020-10-12 09:38:35,434 - mmaction - INFO - Epoch [36][2120/3520] lr: 7.500e-04, eta: 14:07:20, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9188, loss_cls: 1.0395, loss: 1.0395, grad_norm: 10.9147 2020-10-12 09:38:54,118 - mmaction - INFO - Epoch [36][2140/3520] lr: 7.500e-04, eta: 14:06:59, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8979, loss_cls: 1.1839, loss: 1.1839, grad_norm: 11.8460 2020-10-12 09:39:13,682 - mmaction - INFO - Epoch [36][2160/3520] lr: 7.500e-04, eta: 14:06:39, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8854, loss_cls: 1.2188, loss: 1.2188, grad_norm: 11.2251 2020-10-12 09:39:33,500 - mmaction - INFO - Epoch [36][2180/3520] lr: 7.500e-04, eta: 14:06:19, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.1006, loss: 1.1006, grad_norm: 10.8801 2020-10-12 09:39:52,911 - mmaction - INFO - Epoch [36][2200/3520] lr: 7.500e-04, eta: 14:05:58, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9031, loss_cls: 1.1168, loss: 1.1168, grad_norm: 10.5582 2020-10-12 09:40:11,904 - mmaction - INFO - Epoch [36][2220/3520] lr: 7.500e-04, eta: 14:05:38, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1595, loss: 1.1595, grad_norm: 11.4048 2020-10-12 09:40:31,305 - mmaction - INFO - Epoch [36][2240/3520] lr: 7.500e-04, eta: 14:05:18, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9094, loss_cls: 1.0897, loss: 1.0897, grad_norm: 11.2896 2020-10-12 09:40:52,245 - mmaction - INFO - Epoch [36][2260/3520] lr: 7.500e-04, eta: 14:04:58, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.1178, loss: 1.1178, grad_norm: 10.7447 2020-10-12 09:41:11,345 - mmaction - INFO - Epoch [36][2280/3520] lr: 7.500e-04, eta: 14:04:37, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8927, loss_cls: 1.1424, loss: 1.1424, grad_norm: 10.9410 2020-10-12 09:41:31,399 - mmaction - INFO - Epoch [36][2300/3520] lr: 7.500e-04, eta: 14:04:17, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8885, loss_cls: 1.1516, loss: 1.1516, grad_norm: 11.1764 2020-10-12 09:41:49,992 - mmaction - INFO - Epoch [36][2320/3520] lr: 7.500e-04, eta: 14:03:57, time: 0.930, data_time: 0.003, memory: 10390, top1_acc: 0.6823, top5_acc: 0.9031, loss_cls: 1.1493, loss: 1.1493, grad_norm: 10.9768 2020-10-12 09:42:08,963 - mmaction - INFO - Epoch [36][2340/3520] lr: 7.500e-04, eta: 14:03:36, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8979, loss_cls: 1.1531, loss: 1.1531, grad_norm: 10.9698 2020-10-12 09:42:28,675 - mmaction - INFO - Epoch [36][2360/3520] lr: 7.500e-04, eta: 14:03:16, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1203, loss: 1.1203, grad_norm: 10.8523 2020-10-12 09:42:47,665 - mmaction - INFO - Epoch [36][2380/3520] lr: 7.500e-04, eta: 14:02:55, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8865, loss_cls: 1.2022, loss: 1.2022, grad_norm: 11.3613 2020-10-12 09:43:06,867 - mmaction - INFO - Epoch [36][2400/3520] lr: 7.500e-04, eta: 14:02:35, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8979, loss_cls: 1.1558, loss: 1.1558, grad_norm: 11.3356 2020-10-12 09:43:25,872 - mmaction - INFO - Epoch [36][2420/3520] lr: 7.500e-04, eta: 14:02:15, time: 0.955, data_time: 0.008, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9062, loss_cls: 1.0933, loss: 1.0933, grad_norm: 11.3961 2020-10-12 09:43:46,728 - mmaction - INFO - Epoch [36][2440/3520] lr: 7.500e-04, eta: 14:01:55, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9000, loss_cls: 1.1497, loss: 1.1497, grad_norm: 11.3796 2020-10-12 09:44:05,811 - mmaction - INFO - Epoch [36][2460/3520] lr: 7.500e-04, eta: 14:01:34, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.1052, loss: 1.1052, grad_norm: 11.1888 2020-10-12 09:44:24,533 - mmaction - INFO - Epoch [36][2480/3520] lr: 7.500e-04, eta: 14:01:14, time: 0.938, data_time: 0.004, memory: 10390, top1_acc: 0.7333, top5_acc: 0.8948, loss_cls: 1.1377, loss: 1.1377, grad_norm: 10.7751 2020-10-12 09:44:43,466 - mmaction - INFO - Epoch [36][2500/3520] lr: 7.500e-04, eta: 14:00:53, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1179, loss: 1.1179, grad_norm: 11.4775 2020-10-12 09:45:03,808 - mmaction - INFO - Epoch [36][2520/3520] lr: 7.500e-04, eta: 14:00:33, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9135, loss_cls: 1.0633, loss: 1.0633, grad_norm: 11.0796 2020-10-12 09:45:24,823 - mmaction - INFO - Epoch [36][2540/3520] lr: 7.500e-04, eta: 14:00:14, time: 1.049, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.1303, loss: 1.1303, grad_norm: 11.3123 2020-10-12 09:45:43,804 - mmaction - INFO - Epoch [36][2560/3520] lr: 7.500e-04, eta: 13:59:53, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9010, loss_cls: 1.0922, loss: 1.0922, grad_norm: 10.7386 2020-10-12 09:46:02,505 - mmaction - INFO - Epoch [36][2580/3520] lr: 7.500e-04, eta: 13:59:33, time: 0.934, data_time: 0.004, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9125, loss_cls: 1.0283, loss: 1.0283, grad_norm: 10.6122 2020-10-12 09:46:21,219 - mmaction - INFO - Epoch [36][2600/3520] lr: 7.500e-04, eta: 13:59:12, time: 0.937, data_time: 0.007, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.0904, loss: 1.0904, grad_norm: 10.7362 2020-10-12 09:46:40,663 - mmaction - INFO - Epoch [36][2620/3520] lr: 7.500e-04, eta: 13:58:52, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.0957, loss: 1.0957, grad_norm: 11.0629 2020-10-12 09:46:59,351 - mmaction - INFO - Epoch [36][2640/3520] lr: 7.500e-04, eta: 13:58:31, time: 0.936, data_time: 0.006, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8948, loss_cls: 1.1203, loss: 1.1203, grad_norm: 11.1988 2020-10-12 09:47:18,374 - mmaction - INFO - Epoch [36][2660/3520] lr: 7.500e-04, eta: 13:58:11, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9135, loss_cls: 1.0385, loss: 1.0385, grad_norm: 10.9458 2020-10-12 09:47:37,068 - mmaction - INFO - Epoch [36][2680/3520] lr: 7.500e-04, eta: 13:57:50, time: 0.935, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9021, loss_cls: 1.1574, loss: 1.1574, grad_norm: 11.1313 2020-10-12 09:47:56,011 - mmaction - INFO - Epoch [36][2700/3520] lr: 7.500e-04, eta: 13:57:29, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9010, loss_cls: 1.1787, loss: 1.1787, grad_norm: 11.2826 2020-10-12 09:48:15,333 - mmaction - INFO - Epoch [36][2720/3520] lr: 7.500e-04, eta: 13:57:09, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8948, loss_cls: 1.1269, loss: 1.1269, grad_norm: 11.3991 2020-10-12 09:48:35,138 - mmaction - INFO - Epoch [36][2740/3520] lr: 7.500e-04, eta: 13:56:49, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9010, loss_cls: 1.0812, loss: 1.0812, grad_norm: 10.8869 2020-10-12 09:48:53,545 - mmaction - INFO - Epoch [36][2760/3520] lr: 7.500e-04, eta: 13:56:28, time: 0.919, data_time: 0.007, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0360, loss: 1.0360, grad_norm: 10.9911 2020-10-12 09:49:12,431 - mmaction - INFO - Epoch [36][2780/3520] lr: 7.500e-04, eta: 13:56:08, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9073, loss_cls: 1.1232, loss: 1.1232, grad_norm: 11.2777 2020-10-12 09:49:31,481 - mmaction - INFO - Epoch [36][2800/3520] lr: 7.500e-04, eta: 13:55:47, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8896, loss_cls: 1.1959, loss: 1.1959, grad_norm: 11.6306 2020-10-12 09:49:50,086 - mmaction - INFO - Epoch [36][2820/3520] lr: 7.500e-04, eta: 13:55:27, time: 0.932, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9063, loss_cls: 1.1195, loss: 1.1195, grad_norm: 11.1540 2020-10-12 09:50:09,536 - mmaction - INFO - Epoch [36][2840/3520] lr: 7.500e-04, eta: 13:55:06, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9042, loss_cls: 1.0945, loss: 1.0945, grad_norm: 11.1072 2020-10-12 09:50:29,158 - mmaction - INFO - Epoch [36][2860/3520] lr: 7.500e-04, eta: 13:54:46, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9146, loss_cls: 1.0431, loss: 1.0431, grad_norm: 11.3253 2020-10-12 09:50:47,948 - mmaction - INFO - Epoch [36][2880/3520] lr: 7.500e-04, eta: 13:54:26, time: 0.941, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9094, loss_cls: 1.0505, loss: 1.0505, grad_norm: 11.0198 2020-10-12 09:51:07,766 - mmaction - INFO - Epoch [36][2900/3520] lr: 7.500e-04, eta: 13:54:05, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8865, loss_cls: 1.1926, loss: 1.1926, grad_norm: 11.4094 2020-10-12 09:51:26,232 - mmaction - INFO - Epoch [36][2920/3520] lr: 7.500e-04, eta: 13:53:45, time: 0.925, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9094, loss_cls: 1.0592, loss: 1.0592, grad_norm: 10.6737 2020-10-12 09:51:45,083 - mmaction - INFO - Epoch [36][2940/3520] lr: 7.500e-04, eta: 13:53:24, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8833, loss_cls: 1.2328, loss: 1.2328, grad_norm: 11.5946 2020-10-12 09:52:04,468 - mmaction - INFO - Epoch [36][2960/3520] lr: 7.500e-04, eta: 13:53:04, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8792, loss_cls: 1.1862, loss: 1.1862, grad_norm: 10.9882 2020-10-12 09:52:23,476 - mmaction - INFO - Epoch [36][2980/3520] lr: 7.500e-04, eta: 13:52:43, time: 0.952, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8979, loss_cls: 1.1397, loss: 1.1397, grad_norm: 11.4580 2020-10-12 09:52:42,249 - mmaction - INFO - Epoch [36][3000/3520] lr: 7.500e-04, eta: 13:52:23, time: 0.937, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1193, loss: 1.1193, grad_norm: 11.1785 2020-10-12 09:53:01,682 - mmaction - INFO - Epoch [36][3020/3520] lr: 7.500e-04, eta: 13:52:02, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8906, loss_cls: 1.1813, loss: 1.1813, grad_norm: 11.5328 2020-10-12 09:53:20,529 - mmaction - INFO - Epoch [36][3040/3520] lr: 7.500e-04, eta: 13:51:42, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9042, loss_cls: 1.0831, loss: 1.0831, grad_norm: 10.5962 2020-10-12 09:53:39,230 - mmaction - INFO - Epoch [36][3060/3520] lr: 7.500e-04, eta: 13:51:21, time: 0.934, data_time: 0.003, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9073, loss_cls: 1.1224, loss: 1.1224, grad_norm: 10.9698 2020-10-12 09:53:58,990 - mmaction - INFO - Epoch [36][3080/3520] lr: 7.500e-04, eta: 13:51:01, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8896, loss_cls: 1.1438, loss: 1.1438, grad_norm: 11.3248 2020-10-12 09:54:17,666 - mmaction - INFO - Epoch [36][3100/3520] lr: 7.500e-04, eta: 13:50:41, time: 0.937, data_time: 0.007, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8917, loss_cls: 1.1656, loss: 1.1656, grad_norm: 11.2772 2020-10-12 09:54:36,262 - mmaction - INFO - Epoch [36][3120/3520] lr: 7.500e-04, eta: 13:50:20, time: 0.929, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8917, loss_cls: 1.1667, loss: 1.1667, grad_norm: 11.5107 2020-10-12 09:54:55,425 - mmaction - INFO - Epoch [36][3140/3520] lr: 7.500e-04, eta: 13:50:00, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8938, loss_cls: 1.1653, loss: 1.1653, grad_norm: 11.3466 2020-10-12 09:55:14,662 - mmaction - INFO - Epoch [36][3160/3520] lr: 7.500e-04, eta: 13:49:39, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9010, loss_cls: 1.0711, loss: 1.0711, grad_norm: 10.4999 2020-10-12 09:55:34,138 - mmaction - INFO - Epoch [36][3180/3520] lr: 7.500e-04, eta: 13:49:19, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8958, loss_cls: 1.1803, loss: 1.1803, grad_norm: 11.3333 2020-10-12 09:55:52,836 - mmaction - INFO - Epoch [36][3200/3520] lr: 7.500e-04, eta: 13:48:58, time: 0.933, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8854, loss_cls: 1.1751, loss: 1.1751, grad_norm: 11.8350 2020-10-12 09:56:12,175 - mmaction - INFO - Epoch [36][3220/3520] lr: 7.500e-04, eta: 13:48:38, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9125, loss_cls: 1.0949, loss: 1.0949, grad_norm: 10.7168 2020-10-12 09:56:31,356 - mmaction - INFO - Epoch [36][3240/3520] lr: 7.500e-04, eta: 13:48:18, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8990, loss_cls: 1.1792, loss: 1.1792, grad_norm: 11.4887 2020-10-12 09:56:50,319 - mmaction - INFO - Epoch [36][3260/3520] lr: 7.500e-04, eta: 13:47:57, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8885, loss_cls: 1.1297, loss: 1.1297, grad_norm: 10.6612 2020-10-12 09:57:09,471 - mmaction - INFO - Epoch [36][3280/3520] lr: 7.500e-04, eta: 13:47:37, time: 0.954, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8875, loss_cls: 1.1274, loss: 1.1274, grad_norm: 10.7135 2020-10-12 09:57:28,345 - mmaction - INFO - Epoch [36][3300/3520] lr: 7.500e-04, eta: 13:47:16, time: 0.947, data_time: 0.008, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1321, loss: 1.1321, grad_norm: 11.2591 2020-10-12 09:57:47,130 - mmaction - INFO - Epoch [36][3320/3520] lr: 7.500e-04, eta: 13:46:56, time: 0.939, data_time: 0.003, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9094, loss_cls: 1.0695, loss: 1.0695, grad_norm: 11.2460 2020-10-12 09:58:06,458 - mmaction - INFO - Epoch [36][3340/3520] lr: 7.500e-04, eta: 13:46:35, time: 0.968, data_time: 0.008, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8958, loss_cls: 1.1226, loss: 1.1226, grad_norm: 11.1500 2020-10-12 09:58:25,684 - mmaction - INFO - Epoch [36][3360/3520] lr: 7.500e-04, eta: 13:46:15, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9115, loss_cls: 1.1229, loss: 1.1229, grad_norm: 11.6135 2020-10-12 09:58:44,870 - mmaction - INFO - Epoch [36][3380/3520] lr: 7.500e-04, eta: 13:45:54, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9010, loss_cls: 1.1417, loss: 1.1417, grad_norm: 11.4325 2020-10-12 09:59:04,731 - mmaction - INFO - Epoch [36][3400/3520] lr: 7.500e-04, eta: 13:45:34, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8833, loss_cls: 1.1727, loss: 1.1727, grad_norm: 11.3380 2020-10-12 09:59:23,370 - mmaction - INFO - Epoch [36][3420/3520] lr: 7.500e-04, eta: 13:45:14, time: 0.933, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9125, loss_cls: 1.0456, loss: 1.0456, grad_norm: 10.7994 2020-10-12 09:59:42,625 - mmaction - INFO - Epoch [36][3440/3520] lr: 7.500e-04, eta: 13:44:53, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9021, loss_cls: 1.1346, loss: 1.1346, grad_norm: 11.6067 2020-10-12 10:00:02,612 - mmaction - INFO - Epoch [36][3460/3520] lr: 7.500e-04, eta: 13:44:33, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.1790, loss: 1.1790, grad_norm: 11.5518 2020-10-12 10:00:21,618 - mmaction - INFO - Epoch [36][3480/3520] lr: 7.500e-04, eta: 13:44:13, time: 0.955, data_time: 0.011, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9094, loss_cls: 1.1393, loss: 1.1393, grad_norm: 11.4828 2020-10-12 10:00:40,315 - mmaction - INFO - Epoch [36][3500/3520] lr: 7.500e-04, eta: 13:43:52, time: 0.934, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8875, loss_cls: 1.1825, loss: 1.1825, grad_norm: 11.6518 2020-10-12 10:00:58,746 - mmaction - INFO - Epoch [36][3520/3520] lr: 7.500e-04, eta: 13:43:32, time: 0.921, data_time: 0.005, memory: 10390, top1_acc: 0.6815, top5_acc: 0.9022, loss_cls: 1.1184, loss: 1.1184, grad_norm: 11.5733 2020-10-12 10:00:59,157 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-10-12 10:01:32,580 - mmaction - INFO - Epoch [37][20/3520] lr: 7.500e-04, eta: 13:43:16, time: 1.640, data_time: 0.707, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9156, loss_cls: 1.0674, loss: 1.0674, grad_norm: 10.5507 2020-10-12 10:01:50,198 - mmaction - INFO - Epoch [37][40/3520] lr: 7.500e-04, eta: 13:42:55, time: 0.880, data_time: 0.001, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8958, loss_cls: 1.0964, loss: 1.0964, grad_norm: 10.6711 2020-10-12 10:02:08,859 - mmaction - INFO - Epoch [37][60/3520] lr: 7.500e-04, eta: 13:42:35, time: 0.934, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.8990, loss_cls: 1.0996, loss: 1.0996, grad_norm: 11.1011 2020-10-12 10:02:28,564 - mmaction - INFO - Epoch [37][80/3520] lr: 7.500e-04, eta: 13:42:15, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9031, loss_cls: 1.0712, loss: 1.0712, grad_norm: 10.6492 2020-10-12 10:02:47,056 - mmaction - INFO - Epoch [37][100/3520] lr: 7.500e-04, eta: 13:41:54, time: 0.926, data_time: 0.004, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9156, loss_cls: 1.1141, loss: 1.1141, grad_norm: 11.4326 2020-10-12 10:03:07,051 - mmaction - INFO - Epoch [37][120/3520] lr: 7.500e-04, eta: 13:41:34, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8979, loss_cls: 1.1041, loss: 1.1041, grad_norm: 10.8325 2020-10-12 10:03:25,975 - mmaction - INFO - Epoch [37][140/3520] lr: 7.500e-04, eta: 13:41:13, time: 0.948, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.0826, loss: 1.0826, grad_norm: 11.3708 2020-10-12 10:03:44,660 - mmaction - INFO - Epoch [37][160/3520] lr: 7.500e-04, eta: 13:40:53, time: 0.934, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8990, loss_cls: 1.1320, loss: 1.1320, grad_norm: 10.9131 2020-10-12 10:04:04,574 - mmaction - INFO - Epoch [37][180/3520] lr: 7.500e-04, eta: 13:40:33, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.0502, loss: 1.0502, grad_norm: 10.7121 2020-10-12 10:04:23,222 - mmaction - INFO - Epoch [37][200/3520] lr: 7.500e-04, eta: 13:40:12, time: 0.932, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.0788, loss: 1.0788, grad_norm: 11.1563 2020-10-12 10:04:42,577 - mmaction - INFO - Epoch [37][220/3520] lr: 7.500e-04, eta: 13:39:52, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8885, loss_cls: 1.1243, loss: 1.1243, grad_norm: 10.8443 2020-10-12 10:05:02,839 - mmaction - INFO - Epoch [37][240/3520] lr: 7.500e-04, eta: 13:39:32, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.0365, loss: 1.0365, grad_norm: 10.8619 2020-10-12 10:05:21,157 - mmaction - INFO - Epoch [37][260/3520] lr: 7.500e-04, eta: 13:39:11, time: 0.916, data_time: 0.003, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9010, loss_cls: 1.1537, loss: 1.1537, grad_norm: 11.4796 2020-10-12 10:05:40,020 - mmaction - INFO - Epoch [37][280/3520] lr: 7.500e-04, eta: 13:38:51, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9156, loss_cls: 1.0507, loss: 1.0507, grad_norm: 10.6635 2020-10-12 10:05:59,294 - mmaction - INFO - Epoch [37][300/3520] lr: 7.500e-04, eta: 13:38:30, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9333, loss_cls: 0.9556, loss: 0.9556, grad_norm: 10.7054 2020-10-12 10:06:19,201 - mmaction - INFO - Epoch [37][320/3520] lr: 7.500e-04, eta: 13:38:10, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1321, loss: 1.1321, grad_norm: 11.7979 2020-10-12 10:06:37,925 - mmaction - INFO - Epoch [37][340/3520] lr: 7.500e-04, eta: 13:37:50, time: 0.937, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8948, loss_cls: 1.1845, loss: 1.1845, grad_norm: 11.6789 2020-10-12 10:06:58,296 - mmaction - INFO - Epoch [37][360/3520] lr: 7.500e-04, eta: 13:37:30, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1174, loss: 1.1174, grad_norm: 11.0416 2020-10-12 10:07:17,640 - mmaction - INFO - Epoch [37][380/3520] lr: 7.500e-04, eta: 13:37:09, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9063, loss_cls: 1.0681, loss: 1.0681, grad_norm: 10.6957 2020-10-12 10:07:36,552 - mmaction - INFO - Epoch [37][400/3520] lr: 7.500e-04, eta: 13:36:49, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8969, loss_cls: 1.1812, loss: 1.1812, grad_norm: 11.0162 2020-10-12 10:07:56,446 - mmaction - INFO - Epoch [37][420/3520] lr: 7.500e-04, eta: 13:36:29, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9083, loss_cls: 1.0860, loss: 1.0860, grad_norm: 11.5554 2020-10-12 10:08:15,918 - mmaction - INFO - Epoch [37][440/3520] lr: 7.500e-04, eta: 13:36:08, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8906, loss_cls: 1.1941, loss: 1.1941, grad_norm: 11.5740 2020-10-12 10:08:36,676 - mmaction - INFO - Epoch [37][460/3520] lr: 7.500e-04, eta: 13:35:49, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9052, loss_cls: 1.0688, loss: 1.0688, grad_norm: 11.0473 2020-10-12 10:08:55,050 - mmaction - INFO - Epoch [37][480/3520] lr: 7.500e-04, eta: 13:35:28, time: 0.919, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9125, loss_cls: 1.1057, loss: 1.1057, grad_norm: 11.5120 2020-10-12 10:09:14,882 - mmaction - INFO - Epoch [37][500/3520] lr: 7.500e-04, eta: 13:35:08, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.0878, loss: 1.0878, grad_norm: 11.3252 2020-10-12 10:09:34,912 - mmaction - INFO - Epoch [37][520/3520] lr: 7.500e-04, eta: 13:34:48, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9000, loss_cls: 1.1905, loss: 1.1905, grad_norm: 11.9741 2020-10-12 10:09:54,313 - mmaction - INFO - Epoch [37][540/3520] lr: 7.500e-04, eta: 13:34:27, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8844, loss_cls: 1.1722, loss: 1.1722, grad_norm: 11.5533 2020-10-12 10:10:14,201 - mmaction - INFO - Epoch [37][560/3520] lr: 7.500e-04, eta: 13:34:07, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8937, loss_cls: 1.1158, loss: 1.1158, grad_norm: 11.0152 2020-10-12 10:10:33,440 - mmaction - INFO - Epoch [37][580/3520] lr: 7.500e-04, eta: 13:33:47, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9021, loss_cls: 1.1150, loss: 1.1150, grad_norm: 11.1481 2020-10-12 10:10:53,561 - mmaction - INFO - Epoch [37][600/3520] lr: 7.500e-04, eta: 13:33:27, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8802, loss_cls: 1.1711, loss: 1.1711, grad_norm: 11.2429 2020-10-12 10:11:11,954 - mmaction - INFO - Epoch [37][620/3520] lr: 7.500e-04, eta: 13:33:06, time: 0.916, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8979, loss_cls: 1.1612, loss: 1.1612, grad_norm: 11.4949 2020-10-12 10:11:30,885 - mmaction - INFO - Epoch [37][640/3520] lr: 7.500e-04, eta: 13:32:46, time: 0.950, data_time: 0.008, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9073, loss_cls: 1.1234, loss: 1.1234, grad_norm: 11.0566 2020-10-12 10:11:50,534 - mmaction - INFO - Epoch [37][660/3520] lr: 7.500e-04, eta: 13:32:26, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8969, loss_cls: 1.1434, loss: 1.1434, grad_norm: 11.2848 2020-10-12 10:12:10,796 - mmaction - INFO - Epoch [37][680/3520] lr: 7.500e-04, eta: 13:32:06, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.8969, loss_cls: 1.0710, loss: 1.0710, grad_norm: 10.7785 2020-10-12 10:12:29,357 - mmaction - INFO - Epoch [37][700/3520] lr: 7.500e-04, eta: 13:31:45, time: 0.928, data_time: 0.003, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9125, loss_cls: 0.9781, loss: 0.9781, grad_norm: 10.2104 2020-10-12 10:12:48,488 - mmaction - INFO - Epoch [37][720/3520] lr: 7.500e-04, eta: 13:31:25, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1017, loss: 1.1017, grad_norm: 11.3070 2020-10-12 10:13:07,916 - mmaction - INFO - Epoch [37][740/3520] lr: 7.500e-04, eta: 13:31:04, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8896, loss_cls: 1.1285, loss: 1.1285, grad_norm: 11.3209 2020-10-12 10:13:26,864 - mmaction - INFO - Epoch [37][760/3520] lr: 7.500e-04, eta: 13:30:44, time: 0.945, data_time: 0.003, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8948, loss_cls: 1.0534, loss: 1.0534, grad_norm: 10.5786 2020-10-12 10:13:46,800 - mmaction - INFO - Epoch [37][780/3520] lr: 7.500e-04, eta: 13:30:24, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0246, loss: 1.0246, grad_norm: 10.7545 2020-10-12 10:14:06,218 - mmaction - INFO - Epoch [37][800/3520] lr: 7.500e-04, eta: 13:30:03, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9052, loss_cls: 1.1125, loss: 1.1125, grad_norm: 11.4540 2020-10-12 10:14:25,025 - mmaction - INFO - Epoch [37][820/3520] lr: 7.500e-04, eta: 13:29:43, time: 0.938, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9063, loss_cls: 1.0955, loss: 1.0955, grad_norm: 11.2678 2020-10-12 10:14:45,311 - mmaction - INFO - Epoch [37][840/3520] lr: 7.500e-04, eta: 13:29:23, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8854, loss_cls: 1.1970, loss: 1.1970, grad_norm: 11.5184 2020-10-12 10:15:04,919 - mmaction - INFO - Epoch [37][860/3520] lr: 7.500e-04, eta: 13:29:03, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9052, loss_cls: 1.1041, loss: 1.1041, grad_norm: 11.7136 2020-10-12 10:15:24,079 - mmaction - INFO - Epoch [37][880/3520] lr: 7.500e-04, eta: 13:28:42, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.0873, loss: 1.0873, grad_norm: 11.0110 2020-10-12 10:15:43,195 - mmaction - INFO - Epoch [37][900/3520] lr: 7.500e-04, eta: 13:28:22, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1628, loss: 1.1628, grad_norm: 11.5332 2020-10-12 10:16:02,404 - mmaction - INFO - Epoch [37][920/3520] lr: 7.500e-04, eta: 13:28:02, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9063, loss_cls: 1.0466, loss: 1.0466, grad_norm: 11.3275 2020-10-12 10:16:21,127 - mmaction - INFO - Epoch [37][940/3520] lr: 7.500e-04, eta: 13:27:41, time: 0.938, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9115, loss_cls: 1.1324, loss: 1.1324, grad_norm: 11.6386 2020-10-12 10:16:40,045 - mmaction - INFO - Epoch [37][960/3520] lr: 7.500e-04, eta: 13:27:21, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8969, loss_cls: 1.0954, loss: 1.0954, grad_norm: 11.3738 2020-10-12 10:17:00,538 - mmaction - INFO - Epoch [37][980/3520] lr: 7.500e-04, eta: 13:27:01, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9042, loss_cls: 1.0802, loss: 1.0802, grad_norm: 10.7760 2020-10-12 10:17:20,282 - mmaction - INFO - Epoch [37][1000/3520] lr: 7.500e-04, eta: 13:26:40, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9146, loss_cls: 1.0264, loss: 1.0264, grad_norm: 10.7453 2020-10-12 10:17:39,269 - mmaction - INFO - Epoch [37][1020/3520] lr: 7.500e-04, eta: 13:26:20, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8917, loss_cls: 1.1174, loss: 1.1174, grad_norm: 11.7190 2020-10-12 10:17:58,178 - mmaction - INFO - Epoch [37][1040/3520] lr: 7.500e-04, eta: 13:26:00, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9042, loss_cls: 1.1195, loss: 1.1195, grad_norm: 11.0681 2020-10-12 10:18:17,610 - mmaction - INFO - Epoch [37][1060/3520] lr: 7.500e-04, eta: 13:25:39, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9073, loss_cls: 1.0445, loss: 1.0445, grad_norm: 11.1705 2020-10-12 10:18:36,301 - mmaction - INFO - Epoch [37][1080/3520] lr: 7.500e-04, eta: 13:25:19, time: 0.934, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9115, loss_cls: 1.0715, loss: 1.0715, grad_norm: 11.2052 2020-10-12 10:18:55,610 - mmaction - INFO - Epoch [37][1100/3520] lr: 7.500e-04, eta: 13:24:58, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.1898, loss: 1.1898, grad_norm: 11.1987 2020-10-12 10:19:15,580 - mmaction - INFO - Epoch [37][1120/3520] lr: 7.500e-04, eta: 13:24:38, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8938, loss_cls: 1.1712, loss: 1.1712, grad_norm: 11.5662 2020-10-12 10:19:34,083 - mmaction - INFO - Epoch [37][1140/3520] lr: 7.500e-04, eta: 13:24:18, time: 0.925, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9052, loss_cls: 1.1248, loss: 1.1248, grad_norm: 11.2874 2020-10-12 10:19:53,530 - mmaction - INFO - Epoch [37][1160/3520] lr: 7.500e-04, eta: 13:23:57, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.1123, loss: 1.1123, grad_norm: 10.8959 2020-10-12 10:20:13,289 - mmaction - INFO - Epoch [37][1180/3520] lr: 7.500e-04, eta: 13:23:37, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.0817, loss: 1.0817, grad_norm: 11.2469 2020-10-12 10:20:32,057 - mmaction - INFO - Epoch [37][1200/3520] lr: 7.500e-04, eta: 13:23:17, time: 0.938, data_time: 0.004, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0268, loss: 1.0268, grad_norm: 10.9696 2020-10-12 10:20:50,728 - mmaction - INFO - Epoch [37][1220/3520] lr: 7.500e-04, eta: 13:22:56, time: 0.930, data_time: 0.008, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9021, loss_cls: 1.0786, loss: 1.0786, grad_norm: 11.0683 2020-10-12 10:21:10,307 - mmaction - INFO - Epoch [37][1240/3520] lr: 7.500e-04, eta: 13:22:36, time: 0.982, data_time: 0.008, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1432, loss: 1.1432, grad_norm: 11.2545 2020-10-12 10:21:29,420 - mmaction - INFO - Epoch [37][1260/3520] lr: 7.500e-04, eta: 13:22:15, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9104, loss_cls: 1.0468, loss: 1.0468, grad_norm: 10.9400 2020-10-12 10:21:48,744 - mmaction - INFO - Epoch [37][1280/3520] lr: 7.500e-04, eta: 13:21:55, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8917, loss_cls: 1.1460, loss: 1.1460, grad_norm: 11.3565 2020-10-12 10:22:07,496 - mmaction - INFO - Epoch [37][1300/3520] lr: 7.500e-04, eta: 13:21:35, time: 0.938, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9135, loss_cls: 1.1049, loss: 1.1049, grad_norm: 11.2405 2020-10-12 10:22:27,565 - mmaction - INFO - Epoch [37][1320/3520] lr: 7.500e-04, eta: 13:21:15, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9083, loss_cls: 1.0935, loss: 1.0935, grad_norm: 11.5142 2020-10-12 10:22:47,042 - mmaction - INFO - Epoch [37][1340/3520] lr: 7.500e-04, eta: 13:20:54, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9063, loss_cls: 1.0952, loss: 1.0952, grad_norm: 11.0216 2020-10-12 10:23:06,472 - mmaction - INFO - Epoch [37][1360/3520] lr: 7.500e-04, eta: 13:20:34, time: 0.971, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9115, loss_cls: 1.0321, loss: 1.0321, grad_norm: 10.9627 2020-10-12 10:23:26,327 - mmaction - INFO - Epoch [37][1380/3520] lr: 7.500e-04, eta: 13:20:14, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9188, loss_cls: 1.0422, loss: 1.0422, grad_norm: 10.8665 2020-10-12 10:23:45,491 - mmaction - INFO - Epoch [37][1400/3520] lr: 7.500e-04, eta: 13:19:54, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8990, loss_cls: 1.1588, loss: 1.1588, grad_norm: 11.3093 2020-10-12 10:24:04,823 - mmaction - INFO - Epoch [37][1420/3520] lr: 7.500e-04, eta: 13:19:33, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9042, loss_cls: 1.0873, loss: 1.0873, grad_norm: 11.2685 2020-10-12 10:24:23,578 - mmaction - INFO - Epoch [37][1440/3520] lr: 7.500e-04, eta: 13:19:13, time: 0.941, data_time: 0.006, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9094, loss_cls: 1.0620, loss: 1.0620, grad_norm: 11.1843 2020-10-12 10:24:42,604 - mmaction - INFO - Epoch [37][1460/3520] lr: 7.500e-04, eta: 13:18:52, time: 0.951, data_time: 0.003, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0665, loss: 1.0665, grad_norm: 11.1226 2020-10-12 10:25:01,935 - mmaction - INFO - Epoch [37][1480/3520] lr: 7.500e-04, eta: 13:18:32, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8938, loss_cls: 1.1358, loss: 1.1358, grad_norm: 11.2317 2020-10-12 10:25:21,174 - mmaction - INFO - Epoch [37][1500/3520] lr: 7.500e-04, eta: 13:18:12, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8969, loss_cls: 1.1481, loss: 1.1481, grad_norm: 11.6380 2020-10-12 10:25:39,472 - mmaction - INFO - Epoch [37][1520/3520] lr: 7.500e-04, eta: 13:17:51, time: 0.914, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8990, loss_cls: 1.1630, loss: 1.1630, grad_norm: 11.8387 2020-10-12 10:25:58,399 - mmaction - INFO - Epoch [37][1540/3520] lr: 7.500e-04, eta: 13:17:30, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8927, loss_cls: 1.1611, loss: 1.1611, grad_norm: 11.2221 2020-10-12 10:26:17,638 - mmaction - INFO - Epoch [37][1560/3520] lr: 7.500e-04, eta: 13:17:10, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8948, loss_cls: 1.1205, loss: 1.1205, grad_norm: 11.0664 2020-10-12 10:26:36,513 - mmaction - INFO - Epoch [37][1580/3520] lr: 7.500e-04, eta: 13:16:50, time: 0.945, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9104, loss_cls: 1.0805, loss: 1.0805, grad_norm: 11.1661 2020-10-12 10:26:55,284 - mmaction - INFO - Epoch [37][1600/3520] lr: 7.500e-04, eta: 13:16:29, time: 0.936, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9094, loss_cls: 1.1234, loss: 1.1234, grad_norm: 11.3772 2020-10-12 10:27:14,324 - mmaction - INFO - Epoch [37][1620/3520] lr: 7.500e-04, eta: 13:16:09, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9104, loss_cls: 1.0775, loss: 1.0775, grad_norm: 11.5950 2020-10-12 10:27:32,914 - mmaction - INFO - Epoch [37][1640/3520] lr: 7.500e-04, eta: 13:15:48, time: 0.926, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9104, loss_cls: 1.1076, loss: 1.1076, grad_norm: 11.6390 2020-10-12 10:27:51,742 - mmaction - INFO - Epoch [37][1660/3520] lr: 7.500e-04, eta: 13:15:28, time: 0.945, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9187, loss_cls: 1.0491, loss: 1.0491, grad_norm: 11.2798 2020-10-12 10:28:10,773 - mmaction - INFO - Epoch [37][1680/3520] lr: 7.500e-04, eta: 13:15:07, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9021, loss_cls: 1.0463, loss: 1.0463, grad_norm: 11.3699 2020-10-12 10:28:29,652 - mmaction - INFO - Epoch [37][1700/3520] lr: 7.500e-04, eta: 13:14:47, time: 0.945, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9052, loss_cls: 1.0930, loss: 1.0930, grad_norm: 11.5801 2020-10-12 10:28:48,530 - mmaction - INFO - Epoch [37][1720/3520] lr: 7.500e-04, eta: 13:14:26, time: 0.943, data_time: 0.004, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8979, loss_cls: 1.0456, loss: 1.0456, grad_norm: 10.8081 2020-10-12 10:29:07,681 - mmaction - INFO - Epoch [37][1740/3520] lr: 7.500e-04, eta: 13:14:06, time: 0.958, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8896, loss_cls: 1.1680, loss: 1.1680, grad_norm: 11.8833 2020-10-12 10:29:26,390 - mmaction - INFO - Epoch [37][1760/3520] lr: 7.500e-04, eta: 13:13:45, time: 0.932, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8948, loss_cls: 1.1004, loss: 1.1004, grad_norm: 10.7929 2020-10-12 10:29:45,665 - mmaction - INFO - Epoch [37][1780/3520] lr: 7.500e-04, eta: 13:13:25, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9198, loss_cls: 1.0244, loss: 1.0244, grad_norm: 11.3995 2020-10-12 10:30:04,359 - mmaction - INFO - Epoch [37][1800/3520] lr: 7.500e-04, eta: 13:13:04, time: 0.934, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8990, loss_cls: 1.1467, loss: 1.1467, grad_norm: 11.4855 2020-10-12 10:30:23,425 - mmaction - INFO - Epoch [37][1820/3520] lr: 7.500e-04, eta: 13:12:44, time: 0.953, data_time: 0.003, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9115, loss_cls: 1.0589, loss: 1.0589, grad_norm: 10.9953 2020-10-12 10:30:42,170 - mmaction - INFO - Epoch [37][1840/3520] lr: 7.500e-04, eta: 13:12:24, time: 0.938, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9031, loss_cls: 1.0735, loss: 1.0735, grad_norm: 11.1006 2020-10-12 10:31:01,602 - mmaction - INFO - Epoch [37][1860/3520] lr: 7.500e-04, eta: 13:12:03, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8948, loss_cls: 1.1755, loss: 1.1755, grad_norm: 11.6715 2020-10-12 10:31:21,401 - mmaction - INFO - Epoch [37][1880/3520] lr: 7.500e-04, eta: 13:11:43, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9115, loss_cls: 1.0567, loss: 1.0567, grad_norm: 11.0185 2020-10-12 10:31:41,086 - mmaction - INFO - Epoch [37][1900/3520] lr: 7.500e-04, eta: 13:11:23, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9135, loss_cls: 1.0240, loss: 1.0240, grad_norm: 10.6913 2020-10-12 10:32:00,007 - mmaction - INFO - Epoch [37][1920/3520] lr: 7.500e-04, eta: 13:11:02, time: 0.943, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9021, loss_cls: 1.1696, loss: 1.1696, grad_norm: 12.0188 2020-10-12 10:32:18,757 - mmaction - INFO - Epoch [37][1940/3520] lr: 7.500e-04, eta: 13:10:42, time: 0.940, data_time: 0.007, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9073, loss_cls: 1.0336, loss: 1.0336, grad_norm: 11.5342 2020-10-12 10:32:37,566 - mmaction - INFO - Epoch [37][1960/3520] lr: 7.500e-04, eta: 13:10:21, time: 0.940, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9125, loss_cls: 1.0725, loss: 1.0725, grad_norm: 11.1570 2020-10-12 10:32:56,822 - mmaction - INFO - Epoch [37][1980/3520] lr: 7.500e-04, eta: 13:10:01, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9021, loss_cls: 1.0847, loss: 1.0847, grad_norm: 11.3416 2020-10-12 10:33:15,596 - mmaction - INFO - Epoch [37][2000/3520] lr: 7.500e-04, eta: 13:09:41, time: 0.939, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9104, loss_cls: 1.0802, loss: 1.0802, grad_norm: 11.6216 2020-10-12 10:33:35,404 - mmaction - INFO - Epoch [37][2020/3520] lr: 7.500e-04, eta: 13:09:20, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1641, loss: 1.1641, grad_norm: 11.8926 2020-10-12 10:33:53,860 - mmaction - INFO - Epoch [37][2040/3520] lr: 7.500e-04, eta: 13:09:00, time: 0.924, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9115, loss_cls: 1.0855, loss: 1.0855, grad_norm: 11.3996 2020-10-12 10:34:13,311 - mmaction - INFO - Epoch [37][2060/3520] lr: 7.500e-04, eta: 13:08:40, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9021, loss_cls: 1.1209, loss: 1.1209, grad_norm: 11.3644 2020-10-12 10:34:32,244 - mmaction - INFO - Epoch [37][2080/3520] lr: 7.500e-04, eta: 13:08:19, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9062, loss_cls: 1.0783, loss: 1.0783, grad_norm: 11.7302 2020-10-12 10:34:51,120 - mmaction - INFO - Epoch [37][2100/3520] lr: 7.500e-04, eta: 13:07:59, time: 0.943, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8927, loss_cls: 1.1178, loss: 1.1178, grad_norm: 11.0632 2020-10-12 10:35:10,876 - mmaction - INFO - Epoch [37][2120/3520] lr: 7.500e-04, eta: 13:07:39, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8948, loss_cls: 1.1532, loss: 1.1532, grad_norm: 11.8750 2020-10-12 10:35:29,581 - mmaction - INFO - Epoch [37][2140/3520] lr: 7.500e-04, eta: 13:07:18, time: 0.936, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8948, loss_cls: 1.1370, loss: 1.1370, grad_norm: 11.3519 2020-10-12 10:35:48,426 - mmaction - INFO - Epoch [37][2160/3520] lr: 7.500e-04, eta: 13:06:58, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9083, loss_cls: 1.1010, loss: 1.1010, grad_norm: 11.7427 2020-10-12 10:36:07,140 - mmaction - INFO - Epoch [37][2180/3520] lr: 7.500e-04, eta: 13:06:37, time: 0.936, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8792, loss_cls: 1.1780, loss: 1.1780, grad_norm: 11.5842 2020-10-12 10:36:26,096 - mmaction - INFO - Epoch [37][2200/3520] lr: 7.500e-04, eta: 13:06:17, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9062, loss_cls: 1.0914, loss: 1.0914, grad_norm: 11.4232 2020-10-12 10:36:44,631 - mmaction - INFO - Epoch [37][2220/3520] lr: 7.500e-04, eta: 13:05:56, time: 0.926, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9250, loss_cls: 1.0412, loss: 1.0412, grad_norm: 11.5412 2020-10-12 10:37:03,362 - mmaction - INFO - Epoch [37][2240/3520] lr: 7.500e-04, eta: 13:05:35, time: 0.936, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8844, loss_cls: 1.2569, loss: 1.2569, grad_norm: 11.9772 2020-10-12 10:37:22,836 - mmaction - INFO - Epoch [37][2260/3520] lr: 7.500e-04, eta: 13:05:15, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8823, loss_cls: 1.1473, loss: 1.1473, grad_norm: 11.3869 2020-10-12 10:37:42,491 - mmaction - INFO - Epoch [37][2280/3520] lr: 7.500e-04, eta: 13:04:55, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1837, loss: 1.1837, grad_norm: 11.5657 2020-10-12 10:38:01,586 - mmaction - INFO - Epoch [37][2300/3520] lr: 7.500e-04, eta: 13:04:35, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9073, loss_cls: 1.0616, loss: 1.0616, grad_norm: 11.2102 2020-10-12 10:38:20,898 - mmaction - INFO - Epoch [37][2320/3520] lr: 7.500e-04, eta: 13:04:14, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9135, loss_cls: 1.1020, loss: 1.1020, grad_norm: 11.3812 2020-10-12 10:38:39,643 - mmaction - INFO - Epoch [37][2340/3520] lr: 7.500e-04, eta: 13:03:54, time: 0.939, data_time: 0.003, memory: 10390, top1_acc: 0.7260, top5_acc: 0.8948, loss_cls: 1.0831, loss: 1.0831, grad_norm: 10.9126 2020-10-12 10:38:58,434 - mmaction - INFO - Epoch [37][2360/3520] lr: 7.500e-04, eta: 13:03:33, time: 0.937, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9052, loss_cls: 1.0999, loss: 1.0999, grad_norm: 11.2258 2020-10-12 10:39:17,146 - mmaction - INFO - Epoch [37][2380/3520] lr: 7.500e-04, eta: 13:03:13, time: 0.937, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9125, loss_cls: 1.0449, loss: 1.0449, grad_norm: 11.5374 2020-10-12 10:39:36,513 - mmaction - INFO - Epoch [37][2400/3520] lr: 7.500e-04, eta: 13:02:53, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8938, loss_cls: 1.1344, loss: 1.1344, grad_norm: 11.8624 2020-10-12 10:39:55,689 - mmaction - INFO - Epoch [37][2420/3520] lr: 7.500e-04, eta: 13:02:32, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9000, loss_cls: 1.0700, loss: 1.0700, grad_norm: 11.5506 2020-10-12 10:40:15,087 - mmaction - INFO - Epoch [37][2440/3520] lr: 7.500e-04, eta: 13:02:12, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.0840, loss: 1.0840, grad_norm: 11.7501 2020-10-12 10:40:34,667 - mmaction - INFO - Epoch [37][2460/3520] lr: 7.500e-04, eta: 13:01:52, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9062, loss_cls: 1.0587, loss: 1.0587, grad_norm: 11.2528 2020-10-12 10:40:53,027 - mmaction - INFO - Epoch [37][2480/3520] lr: 7.500e-04, eta: 13:01:31, time: 0.918, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8969, loss_cls: 1.1490, loss: 1.1490, grad_norm: 11.8989 2020-10-12 10:41:12,440 - mmaction - INFO - Epoch [37][2500/3520] lr: 7.500e-04, eta: 13:01:11, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9031, loss_cls: 1.0910, loss: 1.0910, grad_norm: 11.4597 2020-10-12 10:41:31,260 - mmaction - INFO - Epoch [37][2520/3520] lr: 7.500e-04, eta: 13:00:50, time: 0.942, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8990, loss_cls: 1.1252, loss: 1.1252, grad_norm: 11.9175 2020-10-12 10:41:50,106 - mmaction - INFO - Epoch [37][2540/3520] lr: 7.500e-04, eta: 13:00:30, time: 0.942, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9125, loss_cls: 1.1075, loss: 1.1075, grad_norm: 11.2987 2020-10-12 10:42:11,341 - mmaction - INFO - Epoch [37][2560/3520] lr: 7.500e-04, eta: 13:00:10, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.1629, loss: 1.1629, grad_norm: 11.6901 2020-10-12 10:42:29,535 - mmaction - INFO - Epoch [37][2580/3520] lr: 7.500e-04, eta: 12:59:50, time: 0.913, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8938, loss_cls: 1.1501, loss: 1.1501, grad_norm: 11.6907 2020-10-12 10:42:48,946 - mmaction - INFO - Epoch [37][2600/3520] lr: 7.500e-04, eta: 12:59:29, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8969, loss_cls: 1.1704, loss: 1.1704, grad_norm: 11.6462 2020-10-12 10:43:07,455 - mmaction - INFO - Epoch [37][2620/3520] lr: 7.500e-04, eta: 12:59:09, time: 0.926, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8948, loss_cls: 1.1930, loss: 1.1930, grad_norm: 11.7155 2020-10-12 10:43:26,589 - mmaction - INFO - Epoch [37][2640/3520] lr: 7.500e-04, eta: 12:58:48, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9031, loss_cls: 1.1261, loss: 1.1261, grad_norm: 11.6760 2020-10-12 10:43:46,685 - mmaction - INFO - Epoch [37][2660/3520] lr: 7.500e-04, eta: 12:58:28, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.1680, loss: 1.1680, grad_norm: 11.7173 2020-10-12 10:44:05,580 - mmaction - INFO - Epoch [37][2680/3520] lr: 7.500e-04, eta: 12:58:08, time: 0.944, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8958, loss_cls: 1.1081, loss: 1.1081, grad_norm: 11.6703 2020-10-12 10:44:25,559 - mmaction - INFO - Epoch [37][2700/3520] lr: 7.500e-04, eta: 12:57:48, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8896, loss_cls: 1.2066, loss: 1.2066, grad_norm: 11.9335 2020-10-12 10:44:44,287 - mmaction - INFO - Epoch [37][2720/3520] lr: 7.500e-04, eta: 12:57:27, time: 0.937, data_time: 0.003, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8990, loss_cls: 1.1552, loss: 1.1552, grad_norm: 11.5353 2020-10-12 10:45:03,914 - mmaction - INFO - Epoch [37][2740/3520] lr: 7.500e-04, eta: 12:57:07, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.1911, loss: 1.1911, grad_norm: 11.6905 2020-10-12 10:45:22,254 - mmaction - INFO - Epoch [37][2760/3520] lr: 7.500e-04, eta: 12:56:46, time: 0.917, data_time: 0.003, memory: 10390, top1_acc: 0.7177, top5_acc: 0.8958, loss_cls: 1.0963, loss: 1.0963, grad_norm: 11.2673 2020-10-12 10:45:41,621 - mmaction - INFO - Epoch [37][2780/3520] lr: 7.500e-04, eta: 12:56:26, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9063, loss_cls: 1.1120, loss: 1.1120, grad_norm: 11.0489 2020-10-12 10:46:00,356 - mmaction - INFO - Epoch [37][2800/3520] lr: 7.500e-04, eta: 12:56:06, time: 0.935, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8990, loss_cls: 1.1209, loss: 1.1209, grad_norm: 11.2671 2020-10-12 10:46:19,157 - mmaction - INFO - Epoch [37][2820/3520] lr: 7.500e-04, eta: 12:55:45, time: 0.941, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9031, loss_cls: 1.1310, loss: 1.1310, grad_norm: 11.1696 2020-10-12 10:46:38,489 - mmaction - INFO - Epoch [37][2840/3520] lr: 7.500e-04, eta: 12:55:25, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8958, loss_cls: 1.1322, loss: 1.1322, grad_norm: 11.2498 2020-10-12 10:46:57,199 - mmaction - INFO - Epoch [37][2860/3520] lr: 7.500e-04, eta: 12:55:04, time: 0.932, data_time: 0.005, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9104, loss_cls: 1.0469, loss: 1.0469, grad_norm: 11.2344 2020-10-12 10:47:16,670 - mmaction - INFO - Epoch [37][2880/3520] lr: 7.500e-04, eta: 12:54:44, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8927, loss_cls: 1.1707, loss: 1.1707, grad_norm: 11.7459 2020-10-12 10:47:35,942 - mmaction - INFO - Epoch [37][2900/3520] lr: 7.500e-04, eta: 12:54:24, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9104, loss_cls: 1.0970, loss: 1.0970, grad_norm: 11.5894 2020-10-12 10:47:55,407 - mmaction - INFO - Epoch [37][2920/3520] lr: 7.500e-04, eta: 12:54:04, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8927, loss_cls: 1.1591, loss: 1.1591, grad_norm: 11.7491 2020-10-12 10:48:14,130 - mmaction - INFO - Epoch [37][2940/3520] lr: 7.500e-04, eta: 12:53:43, time: 0.938, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1443, loss: 1.1443, grad_norm: 11.5123 2020-10-12 10:48:33,052 - mmaction - INFO - Epoch [37][2960/3520] lr: 7.500e-04, eta: 12:53:23, time: 0.943, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8927, loss_cls: 1.1517, loss: 1.1517, grad_norm: 11.8642 2020-10-12 10:48:52,783 - mmaction - INFO - Epoch [37][2980/3520] lr: 7.500e-04, eta: 12:53:02, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9104, loss_cls: 1.1201, loss: 1.1201, grad_norm: 12.0593 2020-10-12 10:49:12,032 - mmaction - INFO - Epoch [37][3000/3520] lr: 7.500e-04, eta: 12:52:42, time: 0.961, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8979, loss_cls: 1.1557, loss: 1.1557, grad_norm: 11.4644 2020-10-12 10:49:30,890 - mmaction - INFO - Epoch [37][3020/3520] lr: 7.500e-04, eta: 12:52:22, time: 0.944, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8729, loss_cls: 1.1665, loss: 1.1665, grad_norm: 11.5946 2020-10-12 10:49:49,743 - mmaction - INFO - Epoch [37][3040/3520] lr: 7.500e-04, eta: 12:52:01, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9198, loss_cls: 1.0654, loss: 1.0654, grad_norm: 11.5030 2020-10-12 10:50:08,840 - mmaction - INFO - Epoch [37][3060/3520] lr: 7.500e-04, eta: 12:51:41, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9042, loss_cls: 1.1251, loss: 1.1251, grad_norm: 11.6704 2020-10-12 10:50:28,562 - mmaction - INFO - Epoch [37][3080/3520] lr: 7.500e-04, eta: 12:51:21, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9063, loss_cls: 1.1349, loss: 1.1349, grad_norm: 11.7096 2020-10-12 10:50:48,209 - mmaction - INFO - Epoch [37][3100/3520] lr: 7.500e-04, eta: 12:51:01, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.7240, top5_acc: 0.8948, loss_cls: 1.0962, loss: 1.0962, grad_norm: 10.9607 2020-10-12 10:51:07,336 - mmaction - INFO - Epoch [37][3120/3520] lr: 7.500e-04, eta: 12:50:40, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8979, loss_cls: 1.1619, loss: 1.1619, grad_norm: 11.7832 2020-10-12 10:51:26,870 - mmaction - INFO - Epoch [37][3140/3520] lr: 7.500e-04, eta: 12:50:20, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9010, loss_cls: 1.1571, loss: 1.1571, grad_norm: 11.5449 2020-10-12 10:51:46,181 - mmaction - INFO - Epoch [37][3160/3520] lr: 7.500e-04, eta: 12:50:00, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9062, loss_cls: 1.0875, loss: 1.0875, grad_norm: 11.4135 2020-10-12 10:52:05,367 - mmaction - INFO - Epoch [37][3180/3520] lr: 7.500e-04, eta: 12:49:39, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8875, loss_cls: 1.1824, loss: 1.1824, grad_norm: 11.5880 2020-10-12 10:52:24,655 - mmaction - INFO - Epoch [37][3200/3520] lr: 7.500e-04, eta: 12:49:19, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9042, loss_cls: 1.0719, loss: 1.0719, grad_norm: 11.3795 2020-10-12 10:52:43,458 - mmaction - INFO - Epoch [37][3220/3520] lr: 7.500e-04, eta: 12:48:59, time: 0.940, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.1407, loss: 1.1407, grad_norm: 11.8491 2020-10-12 10:53:02,127 - mmaction - INFO - Epoch [37][3240/3520] lr: 7.500e-04, eta: 12:48:38, time: 0.932, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1828, loss: 1.1828, grad_norm: 11.3074 2020-10-12 10:53:21,300 - mmaction - INFO - Epoch [37][3260/3520] lr: 7.500e-04, eta: 12:48:18, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9042, loss_cls: 1.0804, loss: 1.0804, grad_norm: 11.5576 2020-10-12 10:53:40,334 - mmaction - INFO - Epoch [37][3280/3520] lr: 7.500e-04, eta: 12:47:57, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0747, loss: 1.0747, grad_norm: 11.1534 2020-10-12 10:53:59,156 - mmaction - INFO - Epoch [37][3300/3520] lr: 7.500e-04, eta: 12:47:37, time: 0.941, data_time: 0.007, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9010, loss_cls: 1.1495, loss: 1.1495, grad_norm: 12.2405 2020-10-12 10:54:18,396 - mmaction - INFO - Epoch [37][3320/3520] lr: 7.500e-04, eta: 12:47:17, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8896, loss_cls: 1.1386, loss: 1.1386, grad_norm: 11.2587 2020-10-12 10:54:37,518 - mmaction - INFO - Epoch [37][3340/3520] lr: 7.500e-04, eta: 12:46:56, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9042, loss_cls: 1.1020, loss: 1.1020, grad_norm: 11.2812 2020-10-12 10:54:56,114 - mmaction - INFO - Epoch [37][3360/3520] lr: 7.500e-04, eta: 12:46:36, time: 0.931, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9063, loss_cls: 1.0827, loss: 1.0827, grad_norm: 11.3562 2020-10-12 10:55:15,642 - mmaction - INFO - Epoch [37][3380/3520] lr: 7.500e-04, eta: 12:46:15, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9115, loss_cls: 1.0454, loss: 1.0454, grad_norm: 11.3625 2020-10-12 10:55:34,673 - mmaction - INFO - Epoch [37][3400/3520] lr: 7.500e-04, eta: 12:45:55, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8948, loss_cls: 1.1814, loss: 1.1814, grad_norm: 12.0907 2020-10-12 10:55:54,544 - mmaction - INFO - Epoch [37][3420/3520] lr: 7.500e-04, eta: 12:45:35, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9208, loss_cls: 1.0370, loss: 1.0370, grad_norm: 11.1969 2020-10-12 10:56:14,817 - mmaction - INFO - Epoch [37][3440/3520] lr: 7.500e-04, eta: 12:45:15, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9042, loss_cls: 1.0765, loss: 1.0765, grad_norm: 11.0801 2020-10-12 10:56:33,768 - mmaction - INFO - Epoch [37][3460/3520] lr: 7.500e-04, eta: 12:44:55, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.1213, loss: 1.1213, grad_norm: 11.1151 2020-10-12 10:56:52,632 - mmaction - INFO - Epoch [37][3480/3520] lr: 7.500e-04, eta: 12:44:34, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.6740, top5_acc: 0.9094, loss_cls: 1.1735, loss: 1.1735, grad_norm: 11.7259 2020-10-12 10:57:12,654 - mmaction - INFO - Epoch [37][3500/3520] lr: 7.500e-04, eta: 12:44:14, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1281, loss: 1.1281, grad_norm: 11.6737 2020-10-12 10:57:30,611 - mmaction - INFO - Epoch [37][3520/3520] lr: 7.500e-04, eta: 12:43:53, time: 0.896, data_time: 0.004, memory: 10390, top1_acc: 0.7076, top5_acc: 0.9054, loss_cls: 1.1127, loss: 1.1127, grad_norm: 11.8762 2020-10-12 10:57:30,921 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-10-12 10:58:00,738 - mmaction - INFO - Epoch [38][20/3520] lr: 7.500e-04, eta: 12:43:37, time: 1.471, data_time: 0.522, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8938, loss_cls: 1.1043, loss: 1.1043, grad_norm: 11.3750 2020-10-12 10:58:19,263 - mmaction - INFO - Epoch [38][40/3520] lr: 7.500e-04, eta: 12:43:16, time: 0.925, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9052, loss_cls: 1.1330, loss: 1.1330, grad_norm: 11.6646 2020-10-12 10:58:38,464 - mmaction - INFO - Epoch [38][60/3520] lr: 7.500e-04, eta: 12:42:56, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9073, loss_cls: 1.0762, loss: 1.0762, grad_norm: 11.1323 2020-10-12 10:58:57,143 - mmaction - INFO - Epoch [38][80/3520] lr: 7.500e-04, eta: 12:42:35, time: 0.937, data_time: 0.007, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9146, loss_cls: 1.0152, loss: 1.0152, grad_norm: 11.1619 2020-10-12 10:59:16,795 - mmaction - INFO - Epoch [38][100/3520] lr: 7.500e-04, eta: 12:42:15, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9052, loss_cls: 1.1380, loss: 1.1380, grad_norm: 11.6343 2020-10-12 10:59:35,812 - mmaction - INFO - Epoch [38][120/3520] lr: 7.500e-04, eta: 12:41:55, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8979, loss_cls: 1.1412, loss: 1.1412, grad_norm: 11.8409 2020-10-12 10:59:54,592 - mmaction - INFO - Epoch [38][140/3520] lr: 7.500e-04, eta: 12:41:34, time: 0.939, data_time: 0.004, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0107, loss: 1.0107, grad_norm: 11.2177 2020-10-12 11:00:14,116 - mmaction - INFO - Epoch [38][160/3520] lr: 7.500e-04, eta: 12:41:14, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9146, loss_cls: 1.0586, loss: 1.0586, grad_norm: 11.2486 2020-10-12 11:00:33,042 - mmaction - INFO - Epoch [38][180/3520] lr: 7.500e-04, eta: 12:40:54, time: 0.956, data_time: 0.024, memory: 10390, top1_acc: 0.7354, top5_acc: 0.8917, loss_cls: 1.0695, loss: 1.0695, grad_norm: 11.1796 2020-10-12 11:00:52,734 - mmaction - INFO - Epoch [38][200/3520] lr: 7.500e-04, eta: 12:40:33, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9115, loss_cls: 0.9911, loss: 0.9911, grad_norm: 10.5368 2020-10-12 11:01:11,320 - mmaction - INFO - Epoch [38][220/3520] lr: 7.500e-04, eta: 12:40:13, time: 0.928, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9052, loss_cls: 1.1250, loss: 1.1250, grad_norm: 11.5884 2020-10-12 11:01:31,230 - mmaction - INFO - Epoch [38][240/3520] lr: 7.500e-04, eta: 12:39:53, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9229, loss_cls: 0.9601, loss: 0.9601, grad_norm: 11.2949 2020-10-12 11:01:50,211 - mmaction - INFO - Epoch [38][260/3520] lr: 7.500e-04, eta: 12:39:32, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9052, loss_cls: 1.0987, loss: 1.0987, grad_norm: 11.6916 2020-10-12 11:02:08,927 - mmaction - INFO - Epoch [38][280/3520] lr: 7.500e-04, eta: 12:39:12, time: 0.934, data_time: 0.004, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0315, loss: 1.0315, grad_norm: 10.9146 2020-10-12 11:02:28,321 - mmaction - INFO - Epoch [38][300/3520] lr: 7.500e-04, eta: 12:38:52, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9000, loss_cls: 1.1378, loss: 1.1378, grad_norm: 11.8888 2020-10-12 11:02:47,994 - mmaction - INFO - Epoch [38][320/3520] lr: 7.500e-04, eta: 12:38:32, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8958, loss_cls: 1.1286, loss: 1.1286, grad_norm: 12.0564 2020-10-12 11:03:06,777 - mmaction - INFO - Epoch [38][340/3520] lr: 7.500e-04, eta: 12:38:11, time: 0.940, data_time: 0.008, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9010, loss_cls: 1.1215, loss: 1.1215, grad_norm: 12.1396 2020-10-12 11:03:25,505 - mmaction - INFO - Epoch [38][360/3520] lr: 7.500e-04, eta: 12:37:51, time: 0.938, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9073, loss_cls: 1.0993, loss: 1.0993, grad_norm: 11.5291 2020-10-12 11:03:44,943 - mmaction - INFO - Epoch [38][380/3520] lr: 7.500e-04, eta: 12:37:30, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9010, loss_cls: 1.0899, loss: 1.0899, grad_norm: 11.5504 2020-10-12 11:04:04,291 - mmaction - INFO - Epoch [38][400/3520] lr: 7.500e-04, eta: 12:37:10, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.8896, loss_cls: 1.1019, loss: 1.1019, grad_norm: 11.2231 2020-10-12 11:04:23,855 - mmaction - INFO - Epoch [38][420/3520] lr: 7.500e-04, eta: 12:36:50, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.9042, loss_cls: 1.1664, loss: 1.1664, grad_norm: 12.1494 2020-10-12 11:04:42,502 - mmaction - INFO - Epoch [38][440/3520] lr: 7.500e-04, eta: 12:36:29, time: 0.932, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.1425, loss: 1.1425, grad_norm: 11.4736 2020-10-12 11:05:01,910 - mmaction - INFO - Epoch [38][460/3520] lr: 7.500e-04, eta: 12:36:09, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9187, loss_cls: 1.0758, loss: 1.0758, grad_norm: 11.2540 2020-10-12 11:05:21,759 - mmaction - INFO - Epoch [38][480/3520] lr: 7.500e-04, eta: 12:35:49, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8927, loss_cls: 1.1444, loss: 1.1444, grad_norm: 11.8548 2020-10-12 11:05:41,586 - mmaction - INFO - Epoch [38][500/3520] lr: 7.500e-04, eta: 12:35:29, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9000, loss_cls: 1.1441, loss: 1.1441, grad_norm: 11.5403 2020-10-12 11:06:01,070 - mmaction - INFO - Epoch [38][520/3520] lr: 7.500e-04, eta: 12:35:09, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8937, loss_cls: 1.2058, loss: 1.2058, grad_norm: 11.7869 2020-10-12 11:06:20,334 - mmaction - INFO - Epoch [38][540/3520] lr: 7.500e-04, eta: 12:34:48, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9021, loss_cls: 1.0542, loss: 1.0542, grad_norm: 11.3154 2020-10-12 11:06:40,655 - mmaction - INFO - Epoch [38][560/3520] lr: 7.500e-04, eta: 12:34:28, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9146, loss_cls: 1.0758, loss: 1.0758, grad_norm: 11.6914 2020-10-12 11:06:59,373 - mmaction - INFO - Epoch [38][580/3520] lr: 7.500e-04, eta: 12:34:08, time: 0.933, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1162, loss: 1.1162, grad_norm: 11.2807 2020-10-12 11:07:18,712 - mmaction - INFO - Epoch [38][600/3520] lr: 7.500e-04, eta: 12:33:48, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9156, loss_cls: 1.0287, loss: 1.0287, grad_norm: 11.6252 2020-10-12 11:07:37,740 - mmaction - INFO - Epoch [38][620/3520] lr: 7.500e-04, eta: 12:33:27, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0465, loss: 1.0465, grad_norm: 11.4225 2020-10-12 11:07:56,510 - mmaction - INFO - Epoch [38][640/3520] lr: 7.500e-04, eta: 12:33:07, time: 0.937, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9042, loss_cls: 1.0490, loss: 1.0490, grad_norm: 11.3083 2020-10-12 11:08:16,539 - mmaction - INFO - Epoch [38][660/3520] lr: 7.500e-04, eta: 12:32:47, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.0477, loss: 1.0477, grad_norm: 11.7727 2020-10-12 11:08:35,661 - mmaction - INFO - Epoch [38][680/3520] lr: 7.500e-04, eta: 12:32:27, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8854, loss_cls: 1.1287, loss: 1.1287, grad_norm: 11.8609 2020-10-12 11:08:54,327 - mmaction - INFO - Epoch [38][700/3520] lr: 7.500e-04, eta: 12:32:06, time: 0.932, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1289, loss: 1.1289, grad_norm: 11.4386 2020-10-12 11:09:13,746 - mmaction - INFO - Epoch [38][720/3520] lr: 7.500e-04, eta: 12:31:46, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9052, loss_cls: 1.0698, loss: 1.0698, grad_norm: 11.7898 2020-10-12 11:09:33,335 - mmaction - INFO - Epoch [38][740/3520] lr: 7.500e-04, eta: 12:31:26, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9031, loss_cls: 1.1345, loss: 1.1345, grad_norm: 12.1072 2020-10-12 11:09:52,658 - mmaction - INFO - Epoch [38][760/3520] lr: 7.500e-04, eta: 12:31:05, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9271, loss_cls: 1.0187, loss: 1.0187, grad_norm: 11.4723 2020-10-12 11:10:12,472 - mmaction - INFO - Epoch [38][780/3520] lr: 7.500e-04, eta: 12:30:45, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9052, loss_cls: 1.0817, loss: 1.0817, grad_norm: 11.5238 2020-10-12 11:10:32,886 - mmaction - INFO - Epoch [38][800/3520] lr: 7.500e-04, eta: 12:30:25, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9198, loss_cls: 1.0150, loss: 1.0150, grad_norm: 11.0415 2020-10-12 11:10:51,934 - mmaction - INFO - Epoch [38][820/3520] lr: 7.500e-04, eta: 12:30:05, time: 0.953, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9063, loss_cls: 1.1000, loss: 1.1000, grad_norm: 11.4906 2020-10-12 11:11:11,075 - mmaction - INFO - Epoch [38][840/3520] lr: 7.500e-04, eta: 12:29:45, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9083, loss_cls: 1.0283, loss: 1.0283, grad_norm: 11.3898 2020-10-12 11:11:31,666 - mmaction - INFO - Epoch [38][860/3520] lr: 7.500e-04, eta: 12:29:25, time: 1.030, data_time: 0.008, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8979, loss_cls: 1.0826, loss: 1.0826, grad_norm: 11.3791 2020-10-12 11:11:49,934 - mmaction - INFO - Epoch [38][880/3520] lr: 7.500e-04, eta: 12:29:04, time: 0.914, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9031, loss_cls: 1.1554, loss: 1.1554, grad_norm: 11.5475 2020-10-12 11:12:08,885 - mmaction - INFO - Epoch [38][900/3520] lr: 7.500e-04, eta: 12:28:44, time: 0.948, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9146, loss_cls: 1.1175, loss: 1.1175, grad_norm: 11.9628 2020-10-12 11:12:29,145 - mmaction - INFO - Epoch [38][920/3520] lr: 7.500e-04, eta: 12:28:24, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9021, loss_cls: 1.0854, loss: 1.0854, grad_norm: 11.3839 2020-10-12 11:12:48,270 - mmaction - INFO - Epoch [38][940/3520] lr: 7.500e-04, eta: 12:28:03, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8760, loss_cls: 1.2573, loss: 1.2573, grad_norm: 12.2231 2020-10-12 11:13:07,804 - mmaction - INFO - Epoch [38][960/3520] lr: 7.500e-04, eta: 12:27:43, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9021, loss_cls: 1.1102, loss: 1.1102, grad_norm: 11.3148 2020-10-12 11:13:26,692 - mmaction - INFO - Epoch [38][980/3520] lr: 7.500e-04, eta: 12:27:23, time: 0.946, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9031, loss_cls: 1.0679, loss: 1.0679, grad_norm: 11.6610 2020-10-12 11:13:45,398 - mmaction - INFO - Epoch [38][1000/3520] lr: 7.500e-04, eta: 12:27:02, time: 0.934, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9146, loss_cls: 1.0265, loss: 1.0265, grad_norm: 11.6093 2020-10-12 11:14:04,677 - mmaction - INFO - Epoch [38][1020/3520] lr: 7.500e-04, eta: 12:26:42, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.0825, loss: 1.0825, grad_norm: 11.7441 2020-10-12 11:14:23,595 - mmaction - INFO - Epoch [38][1040/3520] lr: 7.500e-04, eta: 12:26:22, time: 0.945, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9021, loss_cls: 1.1025, loss: 1.1025, grad_norm: 11.7800 2020-10-12 11:14:42,608 - mmaction - INFO - Epoch [38][1060/3520] lr: 7.500e-04, eta: 12:26:01, time: 0.952, data_time: 0.004, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8948, loss_cls: 1.0916, loss: 1.0916, grad_norm: 11.0864 2020-10-12 11:15:01,560 - mmaction - INFO - Epoch [38][1080/3520] lr: 7.500e-04, eta: 12:25:41, time: 0.947, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9073, loss_cls: 1.0962, loss: 1.0962, grad_norm: 11.4936 2020-10-12 11:15:21,146 - mmaction - INFO - Epoch [38][1100/3520] lr: 7.500e-04, eta: 12:25:21, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9083, loss_cls: 1.0567, loss: 1.0567, grad_norm: 11.3109 2020-10-12 11:15:41,408 - mmaction - INFO - Epoch [38][1120/3520] lr: 7.500e-04, eta: 12:25:01, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9062, loss_cls: 1.1169, loss: 1.1169, grad_norm: 12.0028 2020-10-12 11:15:59,958 - mmaction - INFO - Epoch [38][1140/3520] lr: 7.500e-04, eta: 12:24:40, time: 0.924, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8885, loss_cls: 1.1450, loss: 1.1450, grad_norm: 11.8225 2020-10-12 11:16:18,804 - mmaction - INFO - Epoch [38][1160/3520] lr: 7.500e-04, eta: 12:24:20, time: 0.945, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8833, loss_cls: 1.1880, loss: 1.1880, grad_norm: 11.7543 2020-10-12 11:16:38,034 - mmaction - INFO - Epoch [38][1180/3520] lr: 7.500e-04, eta: 12:24:00, time: 0.961, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9187, loss_cls: 1.0931, loss: 1.0931, grad_norm: 11.8042 2020-10-12 11:16:57,757 - mmaction - INFO - Epoch [38][1200/3520] lr: 7.500e-04, eta: 12:23:39, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8854, loss_cls: 1.1094, loss: 1.1094, grad_norm: 11.4675 2020-10-12 11:17:16,518 - mmaction - INFO - Epoch [38][1220/3520] lr: 7.500e-04, eta: 12:23:19, time: 0.938, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.8979, loss_cls: 1.0916, loss: 1.0916, grad_norm: 11.3608 2020-10-12 11:17:35,589 - mmaction - INFO - Epoch [38][1240/3520] lr: 7.500e-04, eta: 12:22:59, time: 0.953, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8927, loss_cls: 1.1228, loss: 1.1228, grad_norm: 11.6385 2020-10-12 11:17:54,694 - mmaction - INFO - Epoch [38][1260/3520] lr: 7.500e-04, eta: 12:22:38, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9156, loss_cls: 0.9913, loss: 0.9913, grad_norm: 10.7528 2020-10-12 11:18:14,300 - mmaction - INFO - Epoch [38][1280/3520] lr: 7.500e-04, eta: 12:22:18, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9073, loss_cls: 1.1389, loss: 1.1389, grad_norm: 11.5625 2020-10-12 11:18:33,030 - mmaction - INFO - Epoch [38][1300/3520] lr: 7.500e-04, eta: 12:21:58, time: 0.940, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0131, loss: 1.0131, grad_norm: 10.9771 2020-10-12 11:18:52,424 - mmaction - INFO - Epoch [38][1320/3520] lr: 7.500e-04, eta: 12:21:37, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8885, loss_cls: 1.1201, loss: 1.1201, grad_norm: 11.7534 2020-10-12 11:19:12,409 - mmaction - INFO - Epoch [38][1340/3520] lr: 7.500e-04, eta: 12:21:17, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9115, loss_cls: 1.1463, loss: 1.1463, grad_norm: 12.0197 2020-10-12 11:19:30,986 - mmaction - INFO - Epoch [38][1360/3520] lr: 7.500e-04, eta: 12:20:57, time: 0.930, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9063, loss_cls: 1.0626, loss: 1.0626, grad_norm: 11.0391 2020-10-12 11:19:50,163 - mmaction - INFO - Epoch [38][1380/3520] lr: 7.500e-04, eta: 12:20:37, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8823, loss_cls: 1.1829, loss: 1.1829, grad_norm: 12.1922 2020-10-12 11:20:09,950 - mmaction - INFO - Epoch [38][1400/3520] lr: 7.500e-04, eta: 12:20:16, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.0706, loss: 1.0706, grad_norm: 10.9158 2020-10-12 11:20:29,287 - mmaction - INFO - Epoch [38][1420/3520] lr: 7.500e-04, eta: 12:19:56, time: 0.967, data_time: 0.003, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0504, loss: 1.0504, grad_norm: 11.9004 2020-10-12 11:20:48,093 - mmaction - INFO - Epoch [38][1440/3520] lr: 7.500e-04, eta: 12:19:36, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8885, loss_cls: 1.1224, loss: 1.1224, grad_norm: 11.5346 2020-10-12 11:21:07,000 - mmaction - INFO - Epoch [38][1460/3520] lr: 7.500e-04, eta: 12:19:15, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8969, loss_cls: 1.0793, loss: 1.0793, grad_norm: 11.3814 2020-10-12 11:21:26,316 - mmaction - INFO - Epoch [38][1480/3520] lr: 7.500e-04, eta: 12:18:55, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9146, loss_cls: 1.0282, loss: 1.0282, grad_norm: 11.1148 2020-10-12 11:21:45,392 - mmaction - INFO - Epoch [38][1500/3520] lr: 7.500e-04, eta: 12:18:35, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8969, loss_cls: 1.1210, loss: 1.1210, grad_norm: 11.3786 2020-10-12 11:22:04,074 - mmaction - INFO - Epoch [38][1520/3520] lr: 7.500e-04, eta: 12:18:14, time: 0.935, data_time: 0.003, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9073, loss_cls: 1.1213, loss: 1.1213, grad_norm: 11.7633 2020-10-12 11:22:23,875 - mmaction - INFO - Epoch [38][1540/3520] lr: 7.500e-04, eta: 12:17:54, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8927, loss_cls: 1.1129, loss: 1.1129, grad_norm: 11.5814 2020-10-12 11:22:42,626 - mmaction - INFO - Epoch [38][1560/3520] lr: 7.500e-04, eta: 12:17:34, time: 0.937, data_time: 0.002, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9063, loss_cls: 1.1042, loss: 1.1042, grad_norm: 11.3538 2020-10-12 11:23:02,116 - mmaction - INFO - Epoch [38][1580/3520] lr: 7.500e-04, eta: 12:17:13, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9188, loss_cls: 1.0284, loss: 1.0284, grad_norm: 11.2972 2020-10-12 11:23:21,563 - mmaction - INFO - Epoch [38][1600/3520] lr: 7.500e-04, eta: 12:16:53, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9156, loss_cls: 1.0035, loss: 1.0035, grad_norm: 11.6943 2020-10-12 11:23:40,113 - mmaction - INFO - Epoch [38][1620/3520] lr: 7.500e-04, eta: 12:16:33, time: 0.928, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9031, loss_cls: 1.1667, loss: 1.1667, grad_norm: 12.1907 2020-10-12 11:23:59,174 - mmaction - INFO - Epoch [38][1640/3520] lr: 7.500e-04, eta: 12:16:12, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9010, loss_cls: 1.1128, loss: 1.1128, grad_norm: 11.6009 2020-10-12 11:24:18,348 - mmaction - INFO - Epoch [38][1660/3520] lr: 7.500e-04, eta: 12:15:52, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.7260, top5_acc: 0.8885, loss_cls: 1.1340, loss: 1.1340, grad_norm: 11.6542 2020-10-12 11:24:37,355 - mmaction - INFO - Epoch [38][1680/3520] lr: 7.500e-04, eta: 12:15:32, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8875, loss_cls: 1.2087, loss: 1.2087, grad_norm: 12.3641 2020-10-12 11:24:56,515 - mmaction - INFO - Epoch [38][1700/3520] lr: 7.500e-04, eta: 12:15:11, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9052, loss_cls: 1.0631, loss: 1.0631, grad_norm: 11.4333 2020-10-12 11:25:15,799 - mmaction - INFO - Epoch [38][1720/3520] lr: 7.500e-04, eta: 12:14:51, time: 0.966, data_time: 0.008, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9010, loss_cls: 1.1268, loss: 1.1268, grad_norm: 11.4655 2020-10-12 11:25:34,659 - mmaction - INFO - Epoch [38][1740/3520] lr: 7.500e-04, eta: 12:14:31, time: 0.942, data_time: 0.002, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9167, loss_cls: 1.0902, loss: 1.0902, grad_norm: 11.3923 2020-10-12 11:25:54,340 - mmaction - INFO - Epoch [38][1760/3520] lr: 7.500e-04, eta: 12:14:11, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8948, loss_cls: 1.1459, loss: 1.1459, grad_norm: 11.4889 2020-10-12 11:26:13,278 - mmaction - INFO - Epoch [38][1780/3520] lr: 7.500e-04, eta: 12:13:50, time: 0.950, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.1805, loss: 1.1805, grad_norm: 11.8161 2020-10-12 11:26:32,338 - mmaction - INFO - Epoch [38][1800/3520] lr: 7.500e-04, eta: 12:13:30, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.0675, loss: 1.0675, grad_norm: 11.3385 2020-10-12 11:26:51,142 - mmaction - INFO - Epoch [38][1820/3520] lr: 7.500e-04, eta: 12:13:09, time: 0.942, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1664, loss: 1.1664, grad_norm: 11.7916 2020-10-12 11:27:10,486 - mmaction - INFO - Epoch [38][1840/3520] lr: 7.500e-04, eta: 12:12:49, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8948, loss_cls: 1.1088, loss: 1.1088, grad_norm: 11.6090 2020-10-12 11:27:30,373 - mmaction - INFO - Epoch [38][1860/3520] lr: 7.500e-04, eta: 12:12:29, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8958, loss_cls: 1.1676, loss: 1.1676, grad_norm: 11.9613 2020-10-12 11:27:49,151 - mmaction - INFO - Epoch [38][1880/3520] lr: 7.500e-04, eta: 12:12:09, time: 0.938, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9062, loss_cls: 1.1211, loss: 1.1211, grad_norm: 11.7441 2020-10-12 11:28:08,878 - mmaction - INFO - Epoch [38][1900/3520] lr: 7.500e-04, eta: 12:11:49, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9042, loss_cls: 1.0799, loss: 1.0799, grad_norm: 11.3042 2020-10-12 11:28:28,420 - mmaction - INFO - Epoch [38][1920/3520] lr: 7.500e-04, eta: 12:11:28, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9042, loss_cls: 1.1074, loss: 1.1074, grad_norm: 11.5123 2020-10-12 11:28:47,383 - mmaction - INFO - Epoch [38][1940/3520] lr: 7.500e-04, eta: 12:11:08, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9240, loss_cls: 1.0540, loss: 1.0540, grad_norm: 11.3149 2020-10-12 11:29:07,205 - mmaction - INFO - Epoch [38][1960/3520] lr: 7.500e-04, eta: 12:10:48, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8760, loss_cls: 1.1744, loss: 1.1744, grad_norm: 11.1978 2020-10-12 11:29:26,793 - mmaction - INFO - Epoch [38][1980/3520] lr: 7.500e-04, eta: 12:10:28, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8854, loss_cls: 1.1490, loss: 1.1490, grad_norm: 11.3851 2020-10-12 11:29:46,107 - mmaction - INFO - Epoch [38][2000/3520] lr: 7.500e-04, eta: 12:10:07, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9094, loss_cls: 1.0730, loss: 1.0730, grad_norm: 11.3488 2020-10-12 11:30:05,738 - mmaction - INFO - Epoch [38][2020/3520] lr: 7.500e-04, eta: 12:09:47, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8958, loss_cls: 1.1326, loss: 1.1326, grad_norm: 11.7461 2020-10-12 11:30:24,891 - mmaction - INFO - Epoch [38][2040/3520] lr: 7.500e-04, eta: 12:09:27, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9073, loss_cls: 1.0421, loss: 1.0421, grad_norm: 11.0806 2020-10-12 11:30:43,843 - mmaction - INFO - Epoch [38][2060/3520] lr: 7.500e-04, eta: 12:09:07, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1399, loss: 1.1399, grad_norm: 12.4198 2020-10-12 11:31:02,746 - mmaction - INFO - Epoch [38][2080/3520] lr: 7.500e-04, eta: 12:08:46, time: 0.945, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1726, loss: 1.1726, grad_norm: 11.8180 2020-10-12 11:31:21,891 - mmaction - INFO - Epoch [38][2100/3520] lr: 7.500e-04, eta: 12:08:26, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.9000, loss_cls: 1.1902, loss: 1.1902, grad_norm: 11.8553 2020-10-12 11:31:41,318 - mmaction - INFO - Epoch [38][2120/3520] lr: 7.500e-04, eta: 12:08:06, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8938, loss_cls: 1.1359, loss: 1.1359, grad_norm: 11.4154 2020-10-12 11:32:00,249 - mmaction - INFO - Epoch [38][2140/3520] lr: 7.500e-04, eta: 12:07:45, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.1337, loss: 1.1337, grad_norm: 11.7971 2020-10-12 11:32:19,684 - mmaction - INFO - Epoch [38][2160/3520] lr: 7.500e-04, eta: 12:07:25, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.9156, loss_cls: 1.0550, loss: 1.0550, grad_norm: 11.4616 2020-10-12 11:32:39,128 - mmaction - INFO - Epoch [38][2180/3520] lr: 7.500e-04, eta: 12:07:05, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8979, loss_cls: 1.1493, loss: 1.1493, grad_norm: 11.6030 2020-10-12 11:32:58,893 - mmaction - INFO - Epoch [38][2200/3520] lr: 7.500e-04, eta: 12:06:45, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1089, loss: 1.1089, grad_norm: 11.4663 2020-10-12 11:33:18,015 - mmaction - INFO - Epoch [38][2220/3520] lr: 7.500e-04, eta: 12:06:25, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9052, loss_cls: 1.0679, loss: 1.0679, grad_norm: 11.5302 2020-10-12 11:33:37,216 - mmaction - INFO - Epoch [38][2240/3520] lr: 7.500e-04, eta: 12:06:04, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8865, loss_cls: 1.1450, loss: 1.1450, grad_norm: 11.9282 2020-10-12 11:33:56,219 - mmaction - INFO - Epoch [38][2260/3520] lr: 7.500e-04, eta: 12:05:44, time: 0.948, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.1106, loss: 1.1106, grad_norm: 11.6262 2020-10-12 11:34:15,197 - mmaction - INFO - Epoch [38][2280/3520] lr: 7.500e-04, eta: 12:05:24, time: 0.952, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8854, loss_cls: 1.1923, loss: 1.1923, grad_norm: 11.7232 2020-10-12 11:34:35,360 - mmaction - INFO - Epoch [38][2300/3520] lr: 7.500e-04, eta: 12:05:04, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9187, loss_cls: 1.0696, loss: 1.0696, grad_norm: 11.7272 2020-10-12 11:34:54,017 - mmaction - INFO - Epoch [38][2320/3520] lr: 7.500e-04, eta: 12:04:43, time: 0.932, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9104, loss_cls: 1.1146, loss: 1.1146, grad_norm: 11.7126 2020-10-12 11:35:13,646 - mmaction - INFO - Epoch [38][2340/3520] lr: 7.500e-04, eta: 12:04:23, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9167, loss_cls: 1.0481, loss: 1.0481, grad_norm: 11.0082 2020-10-12 11:35:33,103 - mmaction - INFO - Epoch [38][2360/3520] lr: 7.500e-04, eta: 12:04:03, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9052, loss_cls: 1.1077, loss: 1.1077, grad_norm: 12.0416 2020-10-12 11:35:52,019 - mmaction - INFO - Epoch [38][2380/3520] lr: 7.500e-04, eta: 12:03:42, time: 0.947, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9115, loss_cls: 1.1082, loss: 1.1082, grad_norm: 11.7971 2020-10-12 11:36:11,132 - mmaction - INFO - Epoch [38][2400/3520] lr: 7.500e-04, eta: 12:03:22, time: 0.954, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8906, loss_cls: 1.1458, loss: 1.1458, grad_norm: 11.6986 2020-10-12 11:36:30,017 - mmaction - INFO - Epoch [38][2420/3520] lr: 7.500e-04, eta: 12:03:02, time: 0.946, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9125, loss_cls: 1.0773, loss: 1.0773, grad_norm: 11.1389 2020-10-12 11:36:49,477 - mmaction - INFO - Epoch [38][2440/3520] lr: 7.500e-04, eta: 12:02:41, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9031, loss_cls: 1.1397, loss: 1.1397, grad_norm: 12.2124 2020-10-12 11:37:08,295 - mmaction - INFO - Epoch [38][2460/3520] lr: 7.500e-04, eta: 12:02:21, time: 0.939, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8938, loss_cls: 1.1003, loss: 1.1003, grad_norm: 11.5578 2020-10-12 11:37:27,375 - mmaction - INFO - Epoch [38][2480/3520] lr: 7.500e-04, eta: 12:02:01, time: 0.957, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1243, loss: 1.1243, grad_norm: 11.6521 2020-10-12 11:37:46,444 - mmaction - INFO - Epoch [38][2500/3520] lr: 7.500e-04, eta: 12:01:40, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.0492, loss: 1.0492, grad_norm: 11.3984 2020-10-12 11:38:05,923 - mmaction - INFO - Epoch [38][2520/3520] lr: 7.500e-04, eta: 12:01:20, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8917, loss_cls: 1.1983, loss: 1.1983, grad_norm: 12.0330 2020-10-12 11:38:25,150 - mmaction - INFO - Epoch [38][2540/3520] lr: 7.500e-04, eta: 12:01:00, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8896, loss_cls: 1.1234, loss: 1.1234, grad_norm: 11.5510 2020-10-12 11:38:44,181 - mmaction - INFO - Epoch [38][2560/3520] lr: 7.500e-04, eta: 12:00:40, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8854, loss_cls: 1.1611, loss: 1.1611, grad_norm: 11.9083 2020-10-12 11:39:03,215 - mmaction - INFO - Epoch [38][2580/3520] lr: 7.500e-04, eta: 12:00:19, time: 0.948, data_time: 0.004, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9010, loss_cls: 1.0576, loss: 1.0576, grad_norm: 10.8937 2020-10-12 11:39:22,268 - mmaction - INFO - Epoch [38][2600/3520] lr: 7.500e-04, eta: 11:59:59, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8958, loss_cls: 1.1528, loss: 1.1528, grad_norm: 11.7862 2020-10-12 11:39:41,102 - mmaction - INFO - Epoch [38][2620/3520] lr: 7.500e-04, eta: 11:59:38, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9115, loss_cls: 1.0481, loss: 1.0481, grad_norm: 11.4007 2020-10-12 11:40:00,689 - mmaction - INFO - Epoch [38][2640/3520] lr: 7.500e-04, eta: 11:59:18, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.0855, loss: 1.0855, grad_norm: 11.5843 2020-10-12 11:40:19,870 - mmaction - INFO - Epoch [38][2660/3520] lr: 7.500e-04, eta: 11:58:58, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9146, loss_cls: 1.0648, loss: 1.0648, grad_norm: 11.5202 2020-10-12 11:40:39,920 - mmaction - INFO - Epoch [38][2680/3520] lr: 7.500e-04, eta: 11:58:38, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8875, loss_cls: 1.1426, loss: 1.1426, grad_norm: 11.7866 2020-10-12 11:40:58,940 - mmaction - INFO - Epoch [38][2700/3520] lr: 7.500e-04, eta: 11:58:18, time: 0.949, data_time: 0.004, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9208, loss_cls: 1.0007, loss: 1.0007, grad_norm: 11.3346 2020-10-12 11:41:18,134 - mmaction - INFO - Epoch [38][2720/3520] lr: 7.500e-04, eta: 11:57:57, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9031, loss_cls: 1.1195, loss: 1.1195, grad_norm: 11.8928 2020-10-12 11:41:37,038 - mmaction - INFO - Epoch [38][2740/3520] lr: 7.500e-04, eta: 11:57:37, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8958, loss_cls: 1.1519, loss: 1.1519, grad_norm: 11.6499 2020-10-12 11:41:56,518 - mmaction - INFO - Epoch [38][2760/3520] lr: 7.500e-04, eta: 11:57:17, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9083, loss_cls: 1.0761, loss: 1.0761, grad_norm: 11.6371 2020-10-12 11:42:15,553 - mmaction - INFO - Epoch [38][2780/3520] lr: 7.500e-04, eta: 11:56:56, time: 0.952, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9031, loss_cls: 1.0904, loss: 1.0904, grad_norm: 11.6781 2020-10-12 11:42:34,803 - mmaction - INFO - Epoch [38][2800/3520] lr: 7.500e-04, eta: 11:56:36, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9021, loss_cls: 1.1517, loss: 1.1517, grad_norm: 11.8168 2020-10-12 11:42:55,009 - mmaction - INFO - Epoch [38][2820/3520] lr: 7.500e-04, eta: 11:56:16, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9021, loss_cls: 1.0956, loss: 1.0956, grad_norm: 11.2428 2020-10-12 11:43:14,684 - mmaction - INFO - Epoch [38][2840/3520] lr: 7.500e-04, eta: 11:55:56, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8865, loss_cls: 1.1692, loss: 1.1692, grad_norm: 11.4758 2020-10-12 11:43:33,456 - mmaction - INFO - Epoch [38][2860/3520] lr: 7.500e-04, eta: 11:55:36, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8802, loss_cls: 1.2218, loss: 1.2218, grad_norm: 12.0890 2020-10-12 11:43:52,698 - mmaction - INFO - Epoch [38][2880/3520] lr: 7.500e-04, eta: 11:55:15, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9104, loss_cls: 1.0930, loss: 1.0930, grad_norm: 11.9431 2020-10-12 11:44:12,151 - mmaction - INFO - Epoch [38][2900/3520] lr: 7.500e-04, eta: 11:54:55, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.1618, loss: 1.1618, grad_norm: 11.6833 2020-10-12 11:44:31,175 - mmaction - INFO - Epoch [38][2920/3520] lr: 7.500e-04, eta: 11:54:35, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9094, loss_cls: 1.0883, loss: 1.0883, grad_norm: 11.5610 2020-10-12 11:44:50,548 - mmaction - INFO - Epoch [38][2940/3520] lr: 7.500e-04, eta: 11:54:15, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8948, loss_cls: 1.1331, loss: 1.1331, grad_norm: 11.6230 2020-10-12 11:45:09,986 - mmaction - INFO - Epoch [38][2960/3520] lr: 7.500e-04, eta: 11:53:54, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8938, loss_cls: 1.1993, loss: 1.1993, grad_norm: 12.7436 2020-10-12 11:45:29,369 - mmaction - INFO - Epoch [38][2980/3520] lr: 7.500e-04, eta: 11:53:34, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8917, loss_cls: 1.1740, loss: 1.1740, grad_norm: 11.8925 2020-10-12 11:45:48,216 - mmaction - INFO - Epoch [38][3000/3520] lr: 7.500e-04, eta: 11:53:14, time: 0.942, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1244, loss: 1.1244, grad_norm: 12.0901 2020-10-12 11:46:07,482 - mmaction - INFO - Epoch [38][3020/3520] lr: 7.500e-04, eta: 11:52:54, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8885, loss_cls: 1.1947, loss: 1.1947, grad_norm: 12.3839 2020-10-12 11:46:26,902 - mmaction - INFO - Epoch [38][3040/3520] lr: 7.500e-04, eta: 11:52:33, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8958, loss_cls: 1.1604, loss: 1.1604, grad_norm: 12.0395 2020-10-12 11:46:45,785 - mmaction - INFO - Epoch [38][3060/3520] lr: 7.500e-04, eta: 11:52:13, time: 0.943, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1774, loss: 1.1774, grad_norm: 11.8297 2020-10-12 11:47:04,492 - mmaction - INFO - Epoch [38][3080/3520] lr: 7.500e-04, eta: 11:51:53, time: 0.935, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0671, loss: 1.0671, grad_norm: 11.5511 2020-10-12 11:47:23,938 - mmaction - INFO - Epoch [38][3100/3520] lr: 7.500e-04, eta: 11:51:32, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8938, loss_cls: 1.1352, loss: 1.1352, grad_norm: 11.9526 2020-10-12 11:47:42,783 - mmaction - INFO - Epoch [38][3120/3520] lr: 7.500e-04, eta: 11:51:12, time: 0.942, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9177, loss_cls: 1.0177, loss: 1.0177, grad_norm: 11.1888 2020-10-12 11:48:02,091 - mmaction - INFO - Epoch [38][3140/3520] lr: 7.500e-04, eta: 11:50:52, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8896, loss_cls: 1.1218, loss: 1.1218, grad_norm: 12.0176 2020-10-12 11:48:21,025 - mmaction - INFO - Epoch [38][3160/3520] lr: 7.500e-04, eta: 11:50:31, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9177, loss_cls: 1.0985, loss: 1.0985, grad_norm: 11.6696 2020-10-12 11:48:40,308 - mmaction - INFO - Epoch [38][3180/3520] lr: 7.500e-04, eta: 11:50:11, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.8958, loss_cls: 1.0864, loss: 1.0864, grad_norm: 10.9531 2020-10-12 11:48:59,280 - mmaction - INFO - Epoch [38][3200/3520] lr: 7.500e-04, eta: 11:49:51, time: 0.946, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.9031, loss_cls: 1.1851, loss: 1.1851, grad_norm: 12.5719 2020-10-12 11:49:18,205 - mmaction - INFO - Epoch [38][3220/3520] lr: 7.500e-04, eta: 11:49:30, time: 0.948, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9167, loss_cls: 1.0563, loss: 1.0563, grad_norm: 11.9636 2020-10-12 11:49:37,157 - mmaction - INFO - Epoch [38][3240/3520] lr: 7.500e-04, eta: 11:49:10, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.0865, loss: 1.0865, grad_norm: 11.3734 2020-10-12 11:49:56,396 - mmaction - INFO - Epoch [38][3260/3520] lr: 7.500e-04, eta: 11:48:50, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9042, loss_cls: 1.0751, loss: 1.0751, grad_norm: 11.3291 2020-10-12 11:50:15,424 - mmaction - INFO - Epoch [38][3280/3520] lr: 7.500e-04, eta: 11:48:30, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9052, loss_cls: 1.0817, loss: 1.0817, grad_norm: 11.8453 2020-10-12 11:50:35,113 - mmaction - INFO - Epoch [38][3300/3520] lr: 7.500e-04, eta: 11:48:09, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9010, loss_cls: 1.1237, loss: 1.1237, grad_norm: 11.6463 2020-10-12 11:50:54,411 - mmaction - INFO - Epoch [38][3320/3520] lr: 7.500e-04, eta: 11:47:49, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9021, loss_cls: 1.1300, loss: 1.1300, grad_norm: 11.9520 2020-10-12 11:51:13,228 - mmaction - INFO - Epoch [38][3340/3520] lr: 7.500e-04, eta: 11:47:29, time: 0.943, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9115, loss_cls: 1.0971, loss: 1.0971, grad_norm: 12.1201 2020-10-12 11:51:32,388 - mmaction - INFO - Epoch [38][3360/3520] lr: 7.500e-04, eta: 11:47:08, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9021, loss_cls: 1.1255, loss: 1.1255, grad_norm: 11.9537 2020-10-12 11:51:51,475 - mmaction - INFO - Epoch [38][3380/3520] lr: 7.500e-04, eta: 11:46:48, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.6781, top5_acc: 0.9063, loss_cls: 1.1815, loss: 1.1815, grad_norm: 11.9484 2020-10-12 11:52:10,510 - mmaction - INFO - Epoch [38][3400/3520] lr: 7.500e-04, eta: 11:46:28, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9031, loss_cls: 1.0646, loss: 1.0646, grad_norm: 11.6881 2020-10-12 11:52:29,349 - mmaction - INFO - Epoch [38][3420/3520] lr: 7.500e-04, eta: 11:46:07, time: 0.942, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8938, loss_cls: 1.1682, loss: 1.1682, grad_norm: 11.6511 2020-10-12 11:52:48,182 - mmaction - INFO - Epoch [38][3440/3520] lr: 7.500e-04, eta: 11:45:47, time: 0.940, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9229, loss_cls: 1.0270, loss: 1.0270, grad_norm: 11.2475 2020-10-12 11:53:07,182 - mmaction - INFO - Epoch [38][3460/3520] lr: 7.500e-04, eta: 11:45:27, time: 0.951, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8917, loss_cls: 1.1585, loss: 1.1585, grad_norm: 11.7718 2020-10-12 11:53:26,307 - mmaction - INFO - Epoch [38][3480/3520] lr: 7.500e-04, eta: 11:45:06, time: 0.955, data_time: 0.005, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8823, loss_cls: 1.1929, loss: 1.1929, grad_norm: 12.1614 2020-10-12 11:53:45,535 - mmaction - INFO - Epoch [38][3500/3520] lr: 7.500e-04, eta: 11:44:46, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9052, loss_cls: 1.1291, loss: 1.1291, grad_norm: 11.7866 2020-10-12 11:54:03,980 - mmaction - INFO - Epoch [38][3520/3520] lr: 7.500e-04, eta: 11:44:26, time: 0.922, data_time: 0.005, memory: 10390, top1_acc: 0.7022, top5_acc: 0.8924, loss_cls: 1.1296, loss: 1.1296, grad_norm: 12.1312 2020-10-12 11:54:04,443 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-10-12 11:54:38,675 - mmaction - INFO - Epoch [39][20/3520] lr: 7.500e-04, eta: 11:44:10, time: 1.679, data_time: 0.727, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9083, loss_cls: 1.0994, loss: 1.0994, grad_norm: 11.8852 2020-10-12 11:54:56,230 - mmaction - INFO - Epoch [39][40/3520] lr: 7.500e-04, eta: 11:43:49, time: 0.877, data_time: 0.003, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.0871, loss: 1.0871, grad_norm: 11.2030 2020-10-12 11:55:14,930 - mmaction - INFO - Epoch [39][60/3520] lr: 7.500e-04, eta: 11:43:29, time: 0.935, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9000, loss_cls: 1.1248, loss: 1.1248, grad_norm: 11.8614 2020-10-12 11:55:34,119 - mmaction - INFO - Epoch [39][80/3520] lr: 7.500e-04, eta: 11:43:08, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9021, loss_cls: 1.0696, loss: 1.0696, grad_norm: 11.4463 2020-10-12 11:55:52,891 - mmaction - INFO - Epoch [39][100/3520] lr: 7.500e-04, eta: 11:42:48, time: 0.939, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8865, loss_cls: 1.1699, loss: 1.1699, grad_norm: 11.8973 2020-10-12 11:56:12,695 - mmaction - INFO - Epoch [39][120/3520] lr: 7.500e-04, eta: 11:42:28, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8854, loss_cls: 1.1367, loss: 1.1367, grad_norm: 11.8007 2020-10-12 11:56:31,457 - mmaction - INFO - Epoch [39][140/3520] lr: 7.500e-04, eta: 11:42:08, time: 0.940, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 1.0223, loss: 1.0223, grad_norm: 11.3077 2020-10-12 11:56:50,663 - mmaction - INFO - Epoch [39][160/3520] lr: 7.500e-04, eta: 11:41:47, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9052, loss_cls: 1.0367, loss: 1.0367, grad_norm: 11.2037 2020-10-12 11:57:10,585 - mmaction - INFO - Epoch [39][180/3520] lr: 7.500e-04, eta: 11:41:27, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9188, loss_cls: 1.0283, loss: 1.0283, grad_norm: 11.6907 2020-10-12 11:57:29,760 - mmaction - INFO - Epoch [39][200/3520] lr: 7.500e-04, eta: 11:41:07, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8917, loss_cls: 1.0935, loss: 1.0935, grad_norm: 11.6264 2020-10-12 11:57:49,379 - mmaction - INFO - Epoch [39][220/3520] lr: 7.500e-04, eta: 11:40:47, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9104, loss_cls: 1.0707, loss: 1.0707, grad_norm: 11.7978 2020-10-12 11:58:10,121 - mmaction - INFO - Epoch [39][240/3520] lr: 7.500e-04, eta: 11:40:27, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9281, loss_cls: 1.0179, loss: 1.0179, grad_norm: 11.9792 2020-10-12 11:58:28,559 - mmaction - INFO - Epoch [39][260/3520] lr: 7.500e-04, eta: 11:40:07, time: 0.923, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.0780, loss: 1.0780, grad_norm: 11.7439 2020-10-12 11:58:47,931 - mmaction - INFO - Epoch [39][280/3520] lr: 7.500e-04, eta: 11:39:46, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9021, loss_cls: 1.1413, loss: 1.1413, grad_norm: 12.0316 2020-10-12 11:59:07,152 - mmaction - INFO - Epoch [39][300/3520] lr: 7.500e-04, eta: 11:39:26, time: 0.962, data_time: 0.008, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9063, loss_cls: 1.0739, loss: 1.0739, grad_norm: 11.5112 2020-10-12 11:59:26,624 - mmaction - INFO - Epoch [39][320/3520] lr: 7.500e-04, eta: 11:39:06, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9063, loss_cls: 1.1284, loss: 1.1284, grad_norm: 11.5948 2020-10-12 11:59:46,442 - mmaction - INFO - Epoch [39][340/3520] lr: 7.500e-04, eta: 11:38:46, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9104, loss_cls: 1.0895, loss: 1.0895, grad_norm: 11.9777 2020-10-12 12:00:09,222 - mmaction - INFO - Epoch [39][360/3520] lr: 7.500e-04, eta: 11:38:27, time: 1.134, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9156, loss_cls: 1.0789, loss: 1.0789, grad_norm: 11.5952 2020-10-12 12:00:27,203 - mmaction - INFO - Epoch [39][380/3520] lr: 7.500e-04, eta: 11:38:06, time: 0.902, data_time: 0.015, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9281, loss_cls: 0.9259, loss: 0.9259, grad_norm: 10.4704 2020-10-12 12:00:46,418 - mmaction - INFO - Epoch [39][400/3520] lr: 7.500e-04, eta: 11:37:46, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9073, loss_cls: 1.0745, loss: 1.0745, grad_norm: 11.8983 2020-10-12 12:01:05,364 - mmaction - INFO - Epoch [39][420/3520] lr: 7.500e-04, eta: 11:37:25, time: 0.949, data_time: 0.004, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9240, loss_cls: 0.9793, loss: 0.9793, grad_norm: 11.1521 2020-10-12 12:01:24,988 - mmaction - INFO - Epoch [39][440/3520] lr: 7.500e-04, eta: 11:37:05, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9021, loss_cls: 1.1115, loss: 1.1115, grad_norm: 11.6832 2020-10-12 12:01:45,177 - mmaction - INFO - Epoch [39][460/3520] lr: 7.500e-04, eta: 11:36:45, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8958, loss_cls: 1.1105, loss: 1.1105, grad_norm: 11.4741 2020-10-12 12:02:03,923 - mmaction - INFO - Epoch [39][480/3520] lr: 7.500e-04, eta: 11:36:25, time: 0.937, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9073, loss_cls: 1.1034, loss: 1.1034, grad_norm: 11.7963 2020-10-12 12:02:23,467 - mmaction - INFO - Epoch [39][500/3520] lr: 7.500e-04, eta: 11:36:05, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9073, loss_cls: 1.1104, loss: 1.1104, grad_norm: 12.0600 2020-10-12 12:02:43,859 - mmaction - INFO - Epoch [39][520/3520] lr: 7.500e-04, eta: 11:35:45, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9115, loss_cls: 0.9784, loss: 0.9784, grad_norm: 11.5048 2020-10-12 12:03:03,428 - mmaction - INFO - Epoch [39][540/3520] lr: 7.500e-04, eta: 11:35:25, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9031, loss_cls: 1.1229, loss: 1.1229, grad_norm: 11.7009 2020-10-12 12:03:23,099 - mmaction - INFO - Epoch [39][560/3520] lr: 7.500e-04, eta: 11:35:05, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 0.9926, loss: 0.9926, grad_norm: 11.1328 2020-10-12 12:03:41,931 - mmaction - INFO - Epoch [39][580/3520] lr: 7.500e-04, eta: 11:34:44, time: 0.940, data_time: 0.002, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9135, loss_cls: 1.0347, loss: 1.0347, grad_norm: 11.7796 2020-10-12 12:04:01,581 - mmaction - INFO - Epoch [39][600/3520] lr: 7.500e-04, eta: 11:34:24, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9125, loss_cls: 1.0818, loss: 1.0818, grad_norm: 11.7774 2020-10-12 12:04:20,680 - mmaction - INFO - Epoch [39][620/3520] lr: 7.500e-04, eta: 11:34:04, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8917, loss_cls: 1.0916, loss: 1.0916, grad_norm: 11.8207 2020-10-12 12:04:40,609 - mmaction - INFO - Epoch [39][640/3520] lr: 7.500e-04, eta: 11:33:44, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 1.0218, loss: 1.0218, grad_norm: 11.5281 2020-10-12 12:04:59,313 - mmaction - INFO - Epoch [39][660/3520] lr: 7.500e-04, eta: 11:33:23, time: 0.931, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9177, loss_cls: 1.0205, loss: 1.0205, grad_norm: 11.1991 2020-10-12 12:05:20,016 - mmaction - INFO - Epoch [39][680/3520] lr: 7.500e-04, eta: 11:33:04, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.2002, loss: 1.2002, grad_norm: 12.6981 2020-10-12 12:05:39,299 - mmaction - INFO - Epoch [39][700/3520] lr: 7.500e-04, eta: 11:32:43, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9042, loss_cls: 1.0505, loss: 1.0505, grad_norm: 11.6504 2020-10-12 12:05:59,185 - mmaction - INFO - Epoch [39][720/3520] lr: 7.500e-04, eta: 11:32:23, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.8969, loss_cls: 1.0427, loss: 1.0427, grad_norm: 11.7038 2020-10-12 12:06:18,095 - mmaction - INFO - Epoch [39][740/3520] lr: 7.500e-04, eta: 11:32:03, time: 0.945, data_time: 0.008, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0634, loss: 1.0634, grad_norm: 12.0182 2020-10-12 12:06:37,605 - mmaction - INFO - Epoch [39][760/3520] lr: 7.500e-04, eta: 11:31:43, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9104, loss_cls: 1.0739, loss: 1.0739, grad_norm: 11.9897 2020-10-12 12:06:56,334 - mmaction - INFO - Epoch [39][780/3520] lr: 7.500e-04, eta: 11:31:22, time: 0.934, data_time: 0.004, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0560, loss: 1.0560, grad_norm: 11.7257 2020-10-12 12:07:15,666 - mmaction - INFO - Epoch [39][800/3520] lr: 7.500e-04, eta: 11:31:02, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9125, loss_cls: 1.0129, loss: 1.0129, grad_norm: 11.5861 2020-10-12 12:07:34,386 - mmaction - INFO - Epoch [39][820/3520] lr: 7.500e-04, eta: 11:30:42, time: 0.936, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8823, loss_cls: 1.1705, loss: 1.1705, grad_norm: 11.7203 2020-10-12 12:07:54,670 - mmaction - INFO - Epoch [39][840/3520] lr: 7.500e-04, eta: 11:30:22, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9083, loss_cls: 1.1032, loss: 1.1032, grad_norm: 11.6442 2020-10-12 12:08:14,018 - mmaction - INFO - Epoch [39][860/3520] lr: 7.500e-04, eta: 11:30:02, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9031, loss_cls: 1.1089, loss: 1.1089, grad_norm: 11.4821 2020-10-12 12:08:32,788 - mmaction - INFO - Epoch [39][880/3520] lr: 7.500e-04, eta: 11:29:41, time: 0.936, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.1742, loss: 1.1742, grad_norm: 11.9585 2020-10-12 12:08:51,925 - mmaction - INFO - Epoch [39][900/3520] lr: 7.500e-04, eta: 11:29:21, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9167, loss_cls: 1.0288, loss: 1.0288, grad_norm: 11.9018 2020-10-12 12:09:12,636 - mmaction - INFO - Epoch [39][920/3520] lr: 7.500e-04, eta: 11:29:01, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9073, loss_cls: 1.1355, loss: 1.1355, grad_norm: 11.9490 2020-10-12 12:09:32,018 - mmaction - INFO - Epoch [39][940/3520] lr: 7.500e-04, eta: 11:28:41, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9010, loss_cls: 1.0940, loss: 1.0940, grad_norm: 11.8674 2020-10-12 12:09:50,835 - mmaction - INFO - Epoch [39][960/3520] lr: 7.500e-04, eta: 11:28:21, time: 0.940, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9042, loss_cls: 1.1162, loss: 1.1162, grad_norm: 11.9763 2020-10-12 12:10:11,035 - mmaction - INFO - Epoch [39][980/3520] lr: 7.500e-04, eta: 11:28:01, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8979, loss_cls: 1.0732, loss: 1.0732, grad_norm: 11.0625 2020-10-12 12:10:30,452 - mmaction - INFO - Epoch [39][1000/3520] lr: 7.500e-04, eta: 11:27:40, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9271, loss_cls: 1.0273, loss: 1.0273, grad_norm: 11.2870 2020-10-12 12:10:50,353 - mmaction - INFO - Epoch [39][1020/3520] lr: 7.500e-04, eta: 11:27:20, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8990, loss_cls: 1.1360, loss: 1.1360, grad_norm: 11.8208 2020-10-12 12:11:08,942 - mmaction - INFO - Epoch [39][1040/3520] lr: 7.500e-04, eta: 11:27:00, time: 0.928, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9042, loss_cls: 1.1592, loss: 1.1592, grad_norm: 12.0482 2020-10-12 12:11:29,324 - mmaction - INFO - Epoch [39][1060/3520] lr: 7.500e-04, eta: 11:26:40, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9104, loss_cls: 1.0234, loss: 1.0234, grad_norm: 11.6834 2020-10-12 12:11:50,318 - mmaction - INFO - Epoch [39][1080/3520] lr: 7.500e-04, eta: 11:26:20, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.1404, loss: 1.1404, grad_norm: 12.3648 2020-10-12 12:12:09,244 - mmaction - INFO - Epoch [39][1100/3520] lr: 7.500e-04, eta: 11:26:00, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9010, loss_cls: 1.1067, loss: 1.1067, grad_norm: 12.0730 2020-10-12 12:12:29,033 - mmaction - INFO - Epoch [39][1120/3520] lr: 7.500e-04, eta: 11:25:40, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8854, loss_cls: 1.1847, loss: 1.1847, grad_norm: 12.4964 2020-10-12 12:12:49,921 - mmaction - INFO - Epoch [39][1140/3520] lr: 7.500e-04, eta: 11:25:20, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9052, loss_cls: 1.1042, loss: 1.1042, grad_norm: 11.9341 2020-10-12 12:13:08,223 - mmaction - INFO - Epoch [39][1160/3520] lr: 7.500e-04, eta: 11:25:00, time: 0.914, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1366, loss: 1.1366, grad_norm: 11.9689 2020-10-12 12:13:27,299 - mmaction - INFO - Epoch [39][1180/3520] lr: 7.500e-04, eta: 11:24:39, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9021, loss_cls: 1.0687, loss: 1.0687, grad_norm: 11.8674 2020-10-12 12:13:46,879 - mmaction - INFO - Epoch [39][1200/3520] lr: 7.500e-04, eta: 11:24:19, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9073, loss_cls: 1.0786, loss: 1.0786, grad_norm: 11.3219 2020-10-12 12:14:05,894 - mmaction - INFO - Epoch [39][1220/3520] lr: 7.500e-04, eta: 11:23:59, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9010, loss_cls: 1.0741, loss: 1.0741, grad_norm: 11.5306 2020-10-12 12:14:24,892 - mmaction - INFO - Epoch [39][1240/3520] lr: 7.500e-04, eta: 11:23:39, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8979, loss_cls: 1.1504, loss: 1.1504, grad_norm: 12.0664 2020-10-12 12:14:44,145 - mmaction - INFO - Epoch [39][1260/3520] lr: 7.500e-04, eta: 11:23:18, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9104, loss_cls: 1.1254, loss: 1.1254, grad_norm: 12.2676 2020-10-12 12:15:04,261 - mmaction - INFO - Epoch [39][1280/3520] lr: 7.500e-04, eta: 11:22:58, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8802, loss_cls: 1.1707, loss: 1.1707, grad_norm: 12.1513 2020-10-12 12:15:23,161 - mmaction - INFO - Epoch [39][1300/3520] lr: 7.500e-04, eta: 11:22:38, time: 0.946, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.1117, loss: 1.1117, grad_norm: 11.5237 2020-10-12 12:15:42,318 - mmaction - INFO - Epoch [39][1320/3520] lr: 7.500e-04, eta: 11:22:18, time: 0.958, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9250, loss_cls: 1.0318, loss: 1.0318, grad_norm: 11.8195 2020-10-12 12:16:02,363 - mmaction - INFO - Epoch [39][1340/3520] lr: 7.500e-04, eta: 11:21:58, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.0691, loss: 1.0691, grad_norm: 11.6826 2020-10-12 12:16:22,266 - mmaction - INFO - Epoch [39][1360/3520] lr: 7.500e-04, eta: 11:21:38, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8927, loss_cls: 1.1528, loss: 1.1528, grad_norm: 12.0479 2020-10-12 12:16:41,647 - mmaction - INFO - Epoch [39][1380/3520] lr: 7.500e-04, eta: 11:21:17, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9000, loss_cls: 1.0837, loss: 1.0837, grad_norm: 11.8506 2020-10-12 12:17:00,553 - mmaction - INFO - Epoch [39][1400/3520] lr: 7.500e-04, eta: 11:20:57, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9031, loss_cls: 1.1092, loss: 1.1092, grad_norm: 11.5582 2020-10-12 12:17:20,583 - mmaction - INFO - Epoch [39][1420/3520] lr: 7.500e-04, eta: 11:20:37, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9031, loss_cls: 1.1077, loss: 1.1077, grad_norm: 11.5416 2020-10-12 12:17:39,788 - mmaction - INFO - Epoch [39][1440/3520] lr: 7.500e-04, eta: 11:20:17, time: 0.961, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9021, loss_cls: 1.1126, loss: 1.1126, grad_norm: 11.7672 2020-10-12 12:17:58,814 - mmaction - INFO - Epoch [39][1460/3520] lr: 7.500e-04, eta: 11:19:57, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8938, loss_cls: 1.1211, loss: 1.1211, grad_norm: 12.0546 2020-10-12 12:18:18,981 - mmaction - INFO - Epoch [39][1480/3520] lr: 7.500e-04, eta: 11:19:37, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9073, loss_cls: 1.0900, loss: 1.0900, grad_norm: 11.8498 2020-10-12 12:18:38,696 - mmaction - INFO - Epoch [39][1500/3520] lr: 7.500e-04, eta: 11:19:17, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8990, loss_cls: 1.1025, loss: 1.1025, grad_norm: 12.1235 2020-10-12 12:18:56,997 - mmaction - INFO - Epoch [39][1520/3520] lr: 7.500e-04, eta: 11:18:56, time: 0.914, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9104, loss_cls: 1.0923, loss: 1.0923, grad_norm: 11.8787 2020-10-12 12:19:17,041 - mmaction - INFO - Epoch [39][1540/3520] lr: 7.500e-04, eta: 11:18:36, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9219, loss_cls: 1.0294, loss: 1.0294, grad_norm: 11.3091 2020-10-12 12:19:35,999 - mmaction - INFO - Epoch [39][1560/3520] lr: 7.500e-04, eta: 11:18:16, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8979, loss_cls: 1.1893, loss: 1.1893, grad_norm: 12.1002 2020-10-12 12:19:55,794 - mmaction - INFO - Epoch [39][1580/3520] lr: 7.500e-04, eta: 11:17:56, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9042, loss_cls: 1.0609, loss: 1.0609, grad_norm: 11.7536 2020-10-12 12:20:15,165 - mmaction - INFO - Epoch [39][1600/3520] lr: 7.500e-04, eta: 11:17:35, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9052, loss_cls: 1.0939, loss: 1.0939, grad_norm: 12.0978 2020-10-12 12:20:35,422 - mmaction - INFO - Epoch [39][1620/3520] lr: 7.500e-04, eta: 11:17:15, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9021, loss_cls: 1.0777, loss: 1.0777, grad_norm: 11.5761 2020-10-12 12:20:54,647 - mmaction - INFO - Epoch [39][1640/3520] lr: 7.500e-04, eta: 11:16:55, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9167, loss_cls: 1.0811, loss: 1.0811, grad_norm: 12.5224 2020-10-12 12:21:13,534 - mmaction - INFO - Epoch [39][1660/3520] lr: 7.500e-04, eta: 11:16:35, time: 0.946, data_time: 0.007, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9094, loss_cls: 1.0862, loss: 1.0862, grad_norm: 11.8643 2020-10-12 12:21:33,575 - mmaction - INFO - Epoch [39][1680/3520] lr: 7.500e-04, eta: 11:16:15, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9083, loss_cls: 1.1209, loss: 1.1209, grad_norm: 12.2578 2020-10-12 12:21:53,161 - mmaction - INFO - Epoch [39][1700/3520] lr: 7.500e-04, eta: 11:15:55, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1222, loss: 1.1222, grad_norm: 12.0065 2020-10-12 12:22:12,727 - mmaction - INFO - Epoch [39][1720/3520] lr: 7.500e-04, eta: 11:15:35, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9000, loss_cls: 1.0690, loss: 1.0690, grad_norm: 11.5695 2020-10-12 12:22:32,183 - mmaction - INFO - Epoch [39][1740/3520] lr: 7.500e-04, eta: 11:15:14, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9073, loss_cls: 1.0860, loss: 1.0860, grad_norm: 11.7333 2020-10-12 12:22:51,031 - mmaction - INFO - Epoch [39][1760/3520] lr: 7.500e-04, eta: 11:14:54, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9167, loss_cls: 1.0968, loss: 1.0968, grad_norm: 12.0192 2020-10-12 12:23:10,206 - mmaction - INFO - Epoch [39][1780/3520] lr: 7.500e-04, eta: 11:14:34, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9240, loss_cls: 0.9641, loss: 0.9641, grad_norm: 11.6938 2020-10-12 12:23:29,059 - mmaction - INFO - Epoch [39][1800/3520] lr: 7.500e-04, eta: 11:14:13, time: 0.945, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8854, loss_cls: 1.2098, loss: 1.2098, grad_norm: 12.6483 2020-10-12 12:23:48,078 - mmaction - INFO - Epoch [39][1820/3520] lr: 7.500e-04, eta: 11:13:53, time: 0.949, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9083, loss_cls: 1.1153, loss: 1.1153, grad_norm: 11.9018 2020-10-12 12:24:07,739 - mmaction - INFO - Epoch [39][1840/3520] lr: 7.500e-04, eta: 11:13:33, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9073, loss_cls: 1.0979, loss: 1.0979, grad_norm: 12.3310 2020-10-12 12:24:27,689 - mmaction - INFO - Epoch [39][1860/3520] lr: 7.500e-04, eta: 11:13:13, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8781, loss_cls: 1.2496, loss: 1.2496, grad_norm: 12.4578 2020-10-12 12:24:47,048 - mmaction - INFO - Epoch [39][1880/3520] lr: 7.500e-04, eta: 11:12:53, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9083, loss_cls: 1.0360, loss: 1.0360, grad_norm: 11.9153 2020-10-12 12:25:06,946 - mmaction - INFO - Epoch [39][1900/3520] lr: 7.500e-04, eta: 11:12:33, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1397, loss: 1.1397, grad_norm: 12.3487 2020-10-12 12:25:27,297 - mmaction - INFO - Epoch [39][1920/3520] lr: 7.500e-04, eta: 11:12:13, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9073, loss_cls: 1.0997, loss: 1.0997, grad_norm: 11.9496 2020-10-12 12:25:46,343 - mmaction - INFO - Epoch [39][1940/3520] lr: 7.500e-04, eta: 11:11:53, time: 0.955, data_time: 0.007, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9177, loss_cls: 0.9934, loss: 0.9934, grad_norm: 11.5725 2020-10-12 12:26:05,302 - mmaction - INFO - Epoch [39][1960/3520] lr: 7.500e-04, eta: 11:11:32, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8948, loss_cls: 1.1417, loss: 1.1417, grad_norm: 11.9787 2020-10-12 12:26:25,261 - mmaction - INFO - Epoch [39][1980/3520] lr: 7.500e-04, eta: 11:11:12, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8948, loss_cls: 1.1402, loss: 1.1402, grad_norm: 11.8880 2020-10-12 12:26:44,594 - mmaction - INFO - Epoch [39][2000/3520] lr: 7.500e-04, eta: 11:10:52, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9177, loss_cls: 1.0035, loss: 1.0035, grad_norm: 11.6537 2020-10-12 12:27:04,171 - mmaction - INFO - Epoch [39][2020/3520] lr: 7.500e-04, eta: 11:10:32, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9021, loss_cls: 1.1619, loss: 1.1619, grad_norm: 11.9867 2020-10-12 12:27:24,448 - mmaction - INFO - Epoch [39][2040/3520] lr: 7.500e-04, eta: 11:10:12, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8979, loss_cls: 1.1271, loss: 1.1271, grad_norm: 12.4224 2020-10-12 12:27:43,993 - mmaction - INFO - Epoch [39][2060/3520] lr: 7.500e-04, eta: 11:09:52, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8896, loss_cls: 1.1677, loss: 1.1677, grad_norm: 12.6800 2020-10-12 12:28:03,400 - mmaction - INFO - Epoch [39][2080/3520] lr: 7.500e-04, eta: 11:09:32, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8917, loss_cls: 1.1413, loss: 1.1413, grad_norm: 11.8433 2020-10-12 12:28:25,095 - mmaction - INFO - Epoch [39][2100/3520] lr: 7.500e-04, eta: 11:09:12, time: 1.083, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9125, loss_cls: 1.0823, loss: 1.0823, grad_norm: 12.4154 2020-10-12 12:28:45,302 - mmaction - INFO - Epoch [39][2120/3520] lr: 7.500e-04, eta: 11:08:52, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9115, loss_cls: 1.0915, loss: 1.0915, grad_norm: 12.0554 2020-10-12 12:29:04,519 - mmaction - INFO - Epoch [39][2140/3520] lr: 7.500e-04, eta: 11:08:32, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9083, loss_cls: 1.0479, loss: 1.0479, grad_norm: 11.7409 2020-10-12 12:29:23,774 - mmaction - INFO - Epoch [39][2160/3520] lr: 7.500e-04, eta: 11:08:12, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9031, loss_cls: 1.0929, loss: 1.0929, grad_norm: 12.0950 2020-10-12 12:29:42,693 - mmaction - INFO - Epoch [39][2180/3520] lr: 7.500e-04, eta: 11:07:51, time: 0.945, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9156, loss_cls: 1.0223, loss: 1.0223, grad_norm: 11.7369 2020-10-12 12:30:01,574 - mmaction - INFO - Epoch [39][2200/3520] lr: 7.500e-04, eta: 11:07:31, time: 0.944, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8979, loss_cls: 1.0993, loss: 1.0993, grad_norm: 11.8421 2020-10-12 12:30:22,823 - mmaction - INFO - Epoch [39][2220/3520] lr: 7.500e-04, eta: 11:07:11, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9042, loss_cls: 1.1350, loss: 1.1350, grad_norm: 12.9512 2020-10-12 12:30:41,691 - mmaction - INFO - Epoch [39][2240/3520] lr: 7.500e-04, eta: 11:06:51, time: 0.942, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9177, loss_cls: 1.0552, loss: 1.0552, grad_norm: 11.6103 2020-10-12 12:31:01,782 - mmaction - INFO - Epoch [39][2260/3520] lr: 7.500e-04, eta: 11:06:31, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9063, loss_cls: 1.0680, loss: 1.0680, grad_norm: 12.1178 2020-10-12 12:31:21,049 - mmaction - INFO - Epoch [39][2280/3520] lr: 7.500e-04, eta: 11:06:11, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9135, loss_cls: 1.0799, loss: 1.0799, grad_norm: 12.0668 2020-10-12 12:31:40,183 - mmaction - INFO - Epoch [39][2300/3520] lr: 7.500e-04, eta: 11:05:51, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8896, loss_cls: 1.1662, loss: 1.1662, grad_norm: 12.2374 2020-10-12 12:31:59,973 - mmaction - INFO - Epoch [39][2320/3520] lr: 7.500e-04, eta: 11:05:31, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8948, loss_cls: 1.1663, loss: 1.1663, grad_norm: 12.3538 2020-10-12 12:32:19,411 - mmaction - INFO - Epoch [39][2340/3520] lr: 7.500e-04, eta: 11:05:10, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.1588, loss: 1.1588, grad_norm: 11.9978 2020-10-12 12:32:38,269 - mmaction - INFO - Epoch [39][2360/3520] lr: 7.500e-04, eta: 11:04:50, time: 0.943, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9021, loss_cls: 1.1009, loss: 1.1009, grad_norm: 11.6228 2020-10-12 12:32:57,534 - mmaction - INFO - Epoch [39][2380/3520] lr: 7.500e-04, eta: 11:04:30, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8896, loss_cls: 1.1727, loss: 1.1727, grad_norm: 11.8940 2020-10-12 12:33:17,225 - mmaction - INFO - Epoch [39][2400/3520] lr: 7.500e-04, eta: 11:04:10, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9052, loss_cls: 1.0600, loss: 1.0600, grad_norm: 11.7952 2020-10-12 12:33:36,051 - mmaction - INFO - Epoch [39][2420/3520] lr: 7.500e-04, eta: 11:03:49, time: 0.942, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8885, loss_cls: 1.1103, loss: 1.1103, grad_norm: 11.5672 2020-10-12 12:33:57,115 - mmaction - INFO - Epoch [39][2440/3520] lr: 7.500e-04, eta: 11:03:30, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9083, loss_cls: 1.0510, loss: 1.0510, grad_norm: 11.7041 2020-10-12 12:34:15,846 - mmaction - INFO - Epoch [39][2460/3520] lr: 7.500e-04, eta: 11:03:09, time: 0.937, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8927, loss_cls: 1.1716, loss: 1.1716, grad_norm: 12.2546 2020-10-12 12:34:35,709 - mmaction - INFO - Epoch [39][2480/3520] lr: 7.500e-04, eta: 11:02:49, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9104, loss_cls: 1.0380, loss: 1.0380, grad_norm: 11.8150 2020-10-12 12:34:54,882 - mmaction - INFO - Epoch [39][2500/3520] lr: 7.500e-04, eta: 11:02:29, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8937, loss_cls: 1.1373, loss: 1.1373, grad_norm: 11.8506 2020-10-12 12:35:14,814 - mmaction - INFO - Epoch [39][2520/3520] lr: 7.500e-04, eta: 11:02:09, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9187, loss_cls: 1.0370, loss: 1.0370, grad_norm: 11.4857 2020-10-12 12:35:34,047 - mmaction - INFO - Epoch [39][2540/3520] lr: 7.500e-04, eta: 11:01:49, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1334, loss: 1.1334, grad_norm: 11.8055 2020-10-12 12:35:52,986 - mmaction - INFO - Epoch [39][2560/3520] lr: 7.500e-04, eta: 11:01:28, time: 0.947, data_time: 0.004, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9198, loss_cls: 1.0273, loss: 1.0273, grad_norm: 11.9556 2020-10-12 12:36:12,951 - mmaction - INFO - Epoch [39][2580/3520] lr: 7.500e-04, eta: 11:01:08, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9073, loss_cls: 1.0765, loss: 1.0765, grad_norm: 12.1113 2020-10-12 12:36:33,069 - mmaction - INFO - Epoch [39][2600/3520] lr: 7.500e-04, eta: 11:00:48, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9052, loss_cls: 1.0878, loss: 1.0878, grad_norm: 11.5003 2020-10-12 12:36:52,220 - mmaction - INFO - Epoch [39][2620/3520] lr: 7.500e-04, eta: 11:00:28, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9062, loss_cls: 1.0854, loss: 1.0854, grad_norm: 12.1834 2020-10-12 12:37:11,443 - mmaction - INFO - Epoch [39][2640/3520] lr: 7.500e-04, eta: 11:00:08, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1264, loss: 1.1264, grad_norm: 11.7982 2020-10-12 12:37:31,131 - mmaction - INFO - Epoch [39][2660/3520] lr: 7.500e-04, eta: 10:59:48, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.8969, loss_cls: 1.0662, loss: 1.0662, grad_norm: 11.4554 2020-10-12 12:37:50,987 - mmaction - INFO - Epoch [39][2680/3520] lr: 7.500e-04, eta: 10:59:28, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9188, loss_cls: 1.0073, loss: 1.0073, grad_norm: 11.6418 2020-10-12 12:38:10,898 - mmaction - INFO - Epoch [39][2700/3520] lr: 7.500e-04, eta: 10:59:08, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9083, loss_cls: 1.0845, loss: 1.0845, grad_norm: 12.2490 2020-10-12 12:38:31,550 - mmaction - INFO - Epoch [39][2720/3520] lr: 7.500e-04, eta: 10:58:48, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.1027, loss: 1.1027, grad_norm: 11.6498 2020-10-12 12:38:50,917 - mmaction - INFO - Epoch [39][2740/3520] lr: 7.500e-04, eta: 10:58:28, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9115, loss_cls: 1.0567, loss: 1.0567, grad_norm: 11.7258 2020-10-12 12:39:09,787 - mmaction - INFO - Epoch [39][2760/3520] lr: 7.500e-04, eta: 10:58:07, time: 0.941, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9062, loss_cls: 1.1169, loss: 1.1169, grad_norm: 12.0780 2020-10-12 12:39:28,868 - mmaction - INFO - Epoch [39][2780/3520] lr: 7.500e-04, eta: 10:57:47, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9021, loss_cls: 1.1735, loss: 1.1735, grad_norm: 12.0663 2020-10-12 12:39:49,168 - mmaction - INFO - Epoch [39][2800/3520] lr: 7.500e-04, eta: 10:57:27, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8938, loss_cls: 1.1882, loss: 1.1882, grad_norm: 12.3331 2020-10-12 12:40:09,524 - mmaction - INFO - Epoch [39][2820/3520] lr: 7.500e-04, eta: 10:57:07, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9198, loss_cls: 1.0644, loss: 1.0644, grad_norm: 11.5806 2020-10-12 12:40:29,778 - mmaction - INFO - Epoch [39][2840/3520] lr: 7.500e-04, eta: 10:56:47, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9115, loss_cls: 1.0668, loss: 1.0668, grad_norm: 11.6276 2020-10-12 12:40:48,488 - mmaction - INFO - Epoch [39][2860/3520] lr: 7.500e-04, eta: 10:56:27, time: 0.937, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9000, loss_cls: 1.1133, loss: 1.1133, grad_norm: 11.3288 2020-10-12 12:41:08,098 - mmaction - INFO - Epoch [39][2880/3520] lr: 7.500e-04, eta: 10:56:07, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9021, loss_cls: 1.1167, loss: 1.1167, grad_norm: 11.6932 2020-10-12 12:41:28,014 - mmaction - INFO - Epoch [39][2900/3520] lr: 7.500e-04, eta: 10:55:47, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8896, loss_cls: 1.1647, loss: 1.1647, grad_norm: 12.0574 2020-10-12 12:41:47,072 - mmaction - INFO - Epoch [39][2920/3520] lr: 7.500e-04, eta: 10:55:27, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9083, loss_cls: 1.0957, loss: 1.0957, grad_norm: 12.4191 2020-10-12 12:42:06,777 - mmaction - INFO - Epoch [39][2940/3520] lr: 7.500e-04, eta: 10:55:07, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8979, loss_cls: 1.1371, loss: 1.1371, grad_norm: 12.1417 2020-10-12 12:42:25,874 - mmaction - INFO - Epoch [39][2960/3520] lr: 7.500e-04, eta: 10:54:46, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8938, loss_cls: 1.1672, loss: 1.1672, grad_norm: 12.0609 2020-10-12 12:42:45,161 - mmaction - INFO - Epoch [39][2980/3520] lr: 7.500e-04, eta: 10:54:26, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8948, loss_cls: 1.1183, loss: 1.1183, grad_norm: 11.8215 2020-10-12 12:43:04,860 - mmaction - INFO - Epoch [39][3000/3520] lr: 7.500e-04, eta: 10:54:06, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8938, loss_cls: 1.0936, loss: 1.0936, grad_norm: 11.4618 2020-10-12 12:43:24,990 - mmaction - INFO - Epoch [39][3020/3520] lr: 7.500e-04, eta: 10:53:46, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9167, loss_cls: 1.0450, loss: 1.0450, grad_norm: 11.8602 2020-10-12 12:43:44,802 - mmaction - INFO - Epoch [39][3040/3520] lr: 7.500e-04, eta: 10:53:26, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9229, loss_cls: 1.0535, loss: 1.0535, grad_norm: 11.8110 2020-10-12 12:44:04,831 - mmaction - INFO - Epoch [39][3060/3520] lr: 7.500e-04, eta: 10:53:06, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9042, loss_cls: 1.0540, loss: 1.0540, grad_norm: 11.7509 2020-10-12 12:44:23,812 - mmaction - INFO - Epoch [39][3080/3520] lr: 7.500e-04, eta: 10:52:46, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1234, loss: 1.1234, grad_norm: 12.1911 2020-10-12 12:44:42,670 - mmaction - INFO - Epoch [39][3100/3520] lr: 7.500e-04, eta: 10:52:25, time: 0.944, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9094, loss_cls: 1.1230, loss: 1.1230, grad_norm: 11.9078 2020-10-12 12:45:03,239 - mmaction - INFO - Epoch [39][3120/3520] lr: 7.500e-04, eta: 10:52:05, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9031, loss_cls: 1.1540, loss: 1.1540, grad_norm: 12.4592 2020-10-12 12:45:22,159 - mmaction - INFO - Epoch [39][3140/3520] lr: 7.500e-04, eta: 10:51:45, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.0437, loss: 1.0437, grad_norm: 11.7548 2020-10-12 12:45:43,072 - mmaction - INFO - Epoch [39][3160/3520] lr: 7.500e-04, eta: 10:51:25, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 1.0509, loss: 1.0509, grad_norm: 11.9253 2020-10-12 12:46:02,040 - mmaction - INFO - Epoch [39][3180/3520] lr: 7.500e-04, eta: 10:51:05, time: 0.949, data_time: 0.008, memory: 10390, top1_acc: 0.6760, top5_acc: 0.9031, loss_cls: 1.1912, loss: 1.1912, grad_norm: 12.2211 2020-10-12 12:46:21,250 - mmaction - INFO - Epoch [39][3200/3520] lr: 7.500e-04, eta: 10:50:45, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9104, loss_cls: 1.0911, loss: 1.0911, grad_norm: 11.8171 2020-10-12 12:46:41,158 - mmaction - INFO - Epoch [39][3220/3520] lr: 7.500e-04, eta: 10:50:25, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1393, loss: 1.1393, grad_norm: 12.4567 2020-10-12 12:47:00,727 - mmaction - INFO - Epoch [39][3240/3520] lr: 7.500e-04, eta: 10:50:05, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9094, loss_cls: 1.0243, loss: 1.0243, grad_norm: 11.6322 2020-10-12 12:47:20,818 - mmaction - INFO - Epoch [39][3260/3520] lr: 7.500e-04, eta: 10:49:45, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9052, loss_cls: 1.1358, loss: 1.1358, grad_norm: 12.3402 2020-10-12 12:47:40,451 - mmaction - INFO - Epoch [39][3280/3520] lr: 7.500e-04, eta: 10:49:25, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8969, loss_cls: 1.0944, loss: 1.0944, grad_norm: 11.8833 2020-10-12 12:48:00,318 - mmaction - INFO - Epoch [39][3300/3520] lr: 7.500e-04, eta: 10:49:05, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1501, loss: 1.1501, grad_norm: 12.0186 2020-10-12 12:48:19,034 - mmaction - INFO - Epoch [39][3320/3520] lr: 7.500e-04, eta: 10:48:44, time: 0.938, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9146, loss_cls: 1.0838, loss: 1.0838, grad_norm: 11.9558 2020-10-12 12:48:39,182 - mmaction - INFO - Epoch [39][3340/3520] lr: 7.500e-04, eta: 10:48:24, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8917, loss_cls: 1.1257, loss: 1.1257, grad_norm: 11.9552 2020-10-12 12:48:58,497 - mmaction - INFO - Epoch [39][3360/3520] lr: 7.500e-04, eta: 10:48:04, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9177, loss_cls: 1.0344, loss: 1.0344, grad_norm: 11.7674 2020-10-12 12:49:18,504 - mmaction - INFO - Epoch [39][3380/3520] lr: 7.500e-04, eta: 10:47:44, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9094, loss_cls: 1.1011, loss: 1.1011, grad_norm: 12.0514 2020-10-12 12:49:38,857 - mmaction - INFO - Epoch [39][3400/3520] lr: 7.500e-04, eta: 10:47:24, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8917, loss_cls: 1.1747, loss: 1.1747, grad_norm: 12.2084 2020-10-12 12:49:58,565 - mmaction - INFO - Epoch [39][3420/3520] lr: 7.500e-04, eta: 10:47:04, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9104, loss_cls: 1.0775, loss: 1.0775, grad_norm: 11.7979 2020-10-12 12:50:17,399 - mmaction - INFO - Epoch [39][3440/3520] lr: 7.500e-04, eta: 10:46:44, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1485, loss: 1.1485, grad_norm: 12.1144 2020-10-12 12:50:37,259 - mmaction - INFO - Epoch [39][3460/3520] lr: 7.500e-04, eta: 10:46:24, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9010, loss_cls: 1.1313, loss: 1.1313, grad_norm: 12.2758 2020-10-12 12:50:56,745 - mmaction - INFO - Epoch [39][3480/3520] lr: 7.500e-04, eta: 10:46:04, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9094, loss_cls: 1.0191, loss: 1.0191, grad_norm: 11.5839 2020-10-12 12:51:15,931 - mmaction - INFO - Epoch [39][3500/3520] lr: 7.500e-04, eta: 10:45:43, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8823, loss_cls: 1.1472, loss: 1.1472, grad_norm: 12.1586 2020-10-12 12:51:34,650 - mmaction - INFO - Epoch [39][3520/3520] lr: 7.500e-04, eta: 10:45:23, time: 0.936, data_time: 0.002, memory: 10390, top1_acc: 0.7109, top5_acc: 0.8967, loss_cls: 1.0928, loss: 1.0928, grad_norm: 12.8873 2020-10-12 12:51:35,074 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-10-12 12:52:09,017 - mmaction - INFO - Epoch [40][20/3520] lr: 7.500e-04, eta: 10:45:07, time: 1.670, data_time: 0.684, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9063, loss_cls: 1.0631, loss: 1.0631, grad_norm: 11.3191 2020-10-12 12:52:26,646 - mmaction - INFO - Epoch [40][40/3520] lr: 7.500e-04, eta: 10:44:46, time: 0.880, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9052, loss_cls: 1.0802, loss: 1.0802, grad_norm: 11.6294 2020-10-12 12:52:46,179 - mmaction - INFO - Epoch [40][60/3520] lr: 7.500e-04, eta: 10:44:26, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9083, loss_cls: 1.0076, loss: 1.0076, grad_norm: 11.3753 2020-10-12 12:53:05,695 - mmaction - INFO - Epoch [40][80/3520] lr: 7.500e-04, eta: 10:44:06, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9073, loss_cls: 1.0839, loss: 1.0839, grad_norm: 11.8440 2020-10-12 12:53:24,672 - mmaction - INFO - Epoch [40][100/3520] lr: 7.500e-04, eta: 10:43:46, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9063, loss_cls: 1.0766, loss: 1.0766, grad_norm: 11.2150 2020-10-12 12:53:44,658 - mmaction - INFO - Epoch [40][120/3520] lr: 7.500e-04, eta: 10:43:26, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9156, loss_cls: 1.0767, loss: 1.0767, grad_norm: 12.3662 2020-10-12 12:54:04,919 - mmaction - INFO - Epoch [40][140/3520] lr: 7.500e-04, eta: 10:43:06, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9052, loss_cls: 1.1282, loss: 1.1282, grad_norm: 12.2177 2020-10-12 12:54:24,006 - mmaction - INFO - Epoch [40][160/3520] lr: 7.500e-04, eta: 10:42:45, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9427, loss_cls: 0.9450, loss: 0.9450, grad_norm: 11.7361 2020-10-12 12:54:43,996 - mmaction - INFO - Epoch [40][180/3520] lr: 7.500e-04, eta: 10:42:25, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8979, loss_cls: 1.1069, loss: 1.1069, grad_norm: 11.7873 2020-10-12 12:55:05,069 - mmaction - INFO - Epoch [40][200/3520] lr: 7.500e-04, eta: 10:42:06, time: 1.055, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8938, loss_cls: 1.1180, loss: 1.1180, grad_norm: 11.6871 2020-10-12 12:55:23,761 - mmaction - INFO - Epoch [40][220/3520] lr: 7.500e-04, eta: 10:41:45, time: 0.933, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9115, loss_cls: 1.1280, loss: 1.1280, grad_norm: 12.1594 2020-10-12 12:55:44,525 - mmaction - INFO - Epoch [40][240/3520] lr: 7.500e-04, eta: 10:41:25, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0591, loss: 1.0591, grad_norm: 11.7220 2020-10-12 12:56:05,056 - mmaction - INFO - Epoch [40][260/3520] lr: 7.500e-04, eta: 10:41:06, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 1.0280, loss: 1.0280, grad_norm: 11.5879 2020-10-12 12:56:25,450 - mmaction - INFO - Epoch [40][280/3520] lr: 7.500e-04, eta: 10:40:46, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9073, loss_cls: 1.0481, loss: 1.0481, grad_norm: 12.0273 2020-10-12 12:56:44,368 - mmaction - INFO - Epoch [40][300/3520] lr: 7.500e-04, eta: 10:40:25, time: 0.946, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8938, loss_cls: 1.0867, loss: 1.0867, grad_norm: 12.1065 2020-10-12 12:57:03,918 - mmaction - INFO - Epoch [40][320/3520] lr: 7.500e-04, eta: 10:40:05, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9021, loss_cls: 1.1165, loss: 1.1165, grad_norm: 12.3909 2020-10-12 12:57:23,916 - mmaction - INFO - Epoch [40][340/3520] lr: 7.500e-04, eta: 10:39:45, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.0763, loss: 1.0763, grad_norm: 11.7935 2020-10-12 12:57:43,767 - mmaction - INFO - Epoch [40][360/3520] lr: 7.500e-04, eta: 10:39:25, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9833, loss: 0.9833, grad_norm: 11.7096 2020-10-12 12:58:03,263 - mmaction - INFO - Epoch [40][380/3520] lr: 7.500e-04, eta: 10:39:05, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9146, loss_cls: 1.0695, loss: 1.0695, grad_norm: 11.8219 2020-10-12 12:58:23,978 - mmaction - INFO - Epoch [40][400/3520] lr: 7.500e-04, eta: 10:38:45, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9073, loss_cls: 1.0511, loss: 1.0511, grad_norm: 11.6410 2020-10-12 12:58:43,096 - mmaction - INFO - Epoch [40][420/3520] lr: 7.500e-04, eta: 10:38:25, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9167, loss_cls: 1.0439, loss: 1.0439, grad_norm: 11.7840 2020-10-12 12:59:02,693 - mmaction - INFO - Epoch [40][440/3520] lr: 7.500e-04, eta: 10:38:05, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9104, loss_cls: 1.0219, loss: 1.0219, grad_norm: 11.7180 2020-10-12 12:59:22,853 - mmaction - INFO - Epoch [40][460/3520] lr: 7.500e-04, eta: 10:37:45, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9052, loss_cls: 1.0584, loss: 1.0584, grad_norm: 11.6244 2020-10-12 12:59:42,133 - mmaction - INFO - Epoch [40][480/3520] lr: 7.500e-04, eta: 10:37:25, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8979, loss_cls: 1.1152, loss: 1.1152, grad_norm: 12.1347 2020-10-12 13:00:01,402 - mmaction - INFO - Epoch [40][500/3520] lr: 7.500e-04, eta: 10:37:05, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.0922, loss: 1.0922, grad_norm: 12.3018 2020-10-12 13:00:21,908 - mmaction - INFO - Epoch [40][520/3520] lr: 7.500e-04, eta: 10:36:45, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9135, loss_cls: 1.1147, loss: 1.1147, grad_norm: 12.6767 2020-10-12 13:00:41,001 - mmaction - INFO - Epoch [40][540/3520] lr: 7.500e-04, eta: 10:36:24, time: 0.966, data_time: 0.024, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9042, loss_cls: 1.0879, loss: 1.0879, grad_norm: 11.9675 2020-10-12 13:01:01,311 - mmaction - INFO - Epoch [40][560/3520] lr: 7.500e-04, eta: 10:36:05, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8969, loss_cls: 1.0716, loss: 1.0716, grad_norm: 12.2097 2020-10-12 13:01:20,581 - mmaction - INFO - Epoch [40][580/3520] lr: 7.500e-04, eta: 10:35:44, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9052, loss_cls: 1.0809, loss: 1.0809, grad_norm: 11.8032 2020-10-12 13:01:39,998 - mmaction - INFO - Epoch [40][600/3520] lr: 7.500e-04, eta: 10:35:24, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1007, loss: 1.1007, grad_norm: 11.6103 2020-10-12 13:01:59,547 - mmaction - INFO - Epoch [40][620/3520] lr: 7.500e-04, eta: 10:35:04, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9229, loss_cls: 1.0024, loss: 1.0024, grad_norm: 11.5766 2020-10-12 13:02:19,275 - mmaction - INFO - Epoch [40][640/3520] lr: 7.500e-04, eta: 10:34:44, time: 0.989, data_time: 0.008, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.0396, loss: 1.0396, grad_norm: 11.5328 2020-10-12 13:02:38,582 - mmaction - INFO - Epoch [40][660/3520] lr: 7.500e-04, eta: 10:34:24, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9125, loss_cls: 1.0838, loss: 1.0838, grad_norm: 12.4456 2020-10-12 13:02:59,676 - mmaction - INFO - Epoch [40][680/3520] lr: 7.500e-04, eta: 10:34:04, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8969, loss_cls: 1.1250, loss: 1.1250, grad_norm: 11.9660 2020-10-12 13:03:20,289 - mmaction - INFO - Epoch [40][700/3520] lr: 7.500e-04, eta: 10:33:44, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9010, loss_cls: 1.0970, loss: 1.0970, grad_norm: 12.2773 2020-10-12 13:03:39,689 - mmaction - INFO - Epoch [40][720/3520] lr: 7.500e-04, eta: 10:33:24, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8969, loss_cls: 1.1322, loss: 1.1322, grad_norm: 12.4500 2020-10-12 13:03:59,588 - mmaction - INFO - Epoch [40][740/3520] lr: 7.500e-04, eta: 10:33:04, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9010, loss_cls: 1.1329, loss: 1.1329, grad_norm: 12.0451 2020-10-12 13:04:19,550 - mmaction - INFO - Epoch [40][760/3520] lr: 7.500e-04, eta: 10:32:44, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.0662, loss: 1.0662, grad_norm: 12.0795 2020-10-12 13:04:39,908 - mmaction - INFO - Epoch [40][780/3520] lr: 7.500e-04, eta: 10:32:24, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1027, loss: 1.1027, grad_norm: 12.5372 2020-10-12 13:05:00,209 - mmaction - INFO - Epoch [40][800/3520] lr: 7.500e-04, eta: 10:32:04, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1398, loss: 1.1398, grad_norm: 12.8307 2020-10-12 13:05:19,872 - mmaction - INFO - Epoch [40][820/3520] lr: 7.500e-04, eta: 10:31:44, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9219, loss_cls: 0.9936, loss: 0.9936, grad_norm: 11.4236 2020-10-12 13:05:40,417 - mmaction - INFO - Epoch [40][840/3520] lr: 7.500e-04, eta: 10:31:24, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9010, loss_cls: 1.1256, loss: 1.1256, grad_norm: 12.1561 2020-10-12 13:06:00,026 - mmaction - INFO - Epoch [40][860/3520] lr: 7.500e-04, eta: 10:31:04, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 1.0572, loss: 1.0572, grad_norm: 11.9735 2020-10-12 13:06:20,415 - mmaction - INFO - Epoch [40][880/3520] lr: 7.500e-04, eta: 10:30:44, time: 1.022, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9021, loss_cls: 1.0685, loss: 1.0685, grad_norm: 12.2616 2020-10-12 13:06:40,004 - mmaction - INFO - Epoch [40][900/3520] lr: 7.500e-04, eta: 10:30:24, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.0778, loss: 1.0778, grad_norm: 11.7453 2020-10-12 13:07:00,198 - mmaction - INFO - Epoch [40][920/3520] lr: 7.500e-04, eta: 10:30:04, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9073, loss_cls: 1.0686, loss: 1.0686, grad_norm: 12.1021 2020-10-12 13:07:20,207 - mmaction - INFO - Epoch [40][940/3520] lr: 7.500e-04, eta: 10:29:44, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8927, loss_cls: 1.2415, loss: 1.2415, grad_norm: 13.1706 2020-10-12 13:07:39,276 - mmaction - INFO - Epoch [40][960/3520] lr: 7.500e-04, eta: 10:29:24, time: 0.954, data_time: 0.003, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.1038, loss: 1.1038, grad_norm: 12.2415 2020-10-12 13:07:58,735 - mmaction - INFO - Epoch [40][980/3520] lr: 7.500e-04, eta: 10:29:04, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9156, loss_cls: 0.9976, loss: 0.9976, grad_norm: 11.3408 2020-10-12 13:08:17,937 - mmaction - INFO - Epoch [40][1000/3520] lr: 7.500e-04, eta: 10:28:44, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9250, loss_cls: 1.0045, loss: 1.0045, grad_norm: 12.0054 2020-10-12 13:08:37,457 - mmaction - INFO - Epoch [40][1020/3520] lr: 7.500e-04, eta: 10:28:23, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9135, loss_cls: 1.0829, loss: 1.0829, grad_norm: 12.5605 2020-10-12 13:08:57,876 - mmaction - INFO - Epoch [40][1040/3520] lr: 7.500e-04, eta: 10:28:03, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9000, loss_cls: 1.0944, loss: 1.0944, grad_norm: 12.3299 2020-10-12 13:09:18,108 - mmaction - INFO - Epoch [40][1060/3520] lr: 7.500e-04, eta: 10:27:44, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8833, loss_cls: 1.1710, loss: 1.1710, grad_norm: 12.3530 2020-10-12 13:09:38,241 - mmaction - INFO - Epoch [40][1080/3520] lr: 7.500e-04, eta: 10:27:24, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8969, loss_cls: 1.0856, loss: 1.0856, grad_norm: 11.8892 2020-10-12 13:09:57,093 - mmaction - INFO - Epoch [40][1100/3520] lr: 7.500e-04, eta: 10:27:03, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9042, loss_cls: 1.0744, loss: 1.0744, grad_norm: 11.9988 2020-10-12 13:10:16,996 - mmaction - INFO - Epoch [40][1120/3520] lr: 7.500e-04, eta: 10:26:43, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0219, loss: 1.0219, grad_norm: 11.8335 2020-10-12 13:10:36,295 - mmaction - INFO - Epoch [40][1140/3520] lr: 7.500e-04, eta: 10:26:23, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9115, loss_cls: 1.0497, loss: 1.0497, grad_norm: 12.0008 2020-10-12 13:10:56,507 - mmaction - INFO - Epoch [40][1160/3520] lr: 7.500e-04, eta: 10:26:03, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9062, loss_cls: 1.0923, loss: 1.0923, grad_norm: 12.0409 2020-10-12 13:11:16,802 - mmaction - INFO - Epoch [40][1180/3520] lr: 7.500e-04, eta: 10:25:43, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9052, loss_cls: 1.0897, loss: 1.0897, grad_norm: 12.5571 2020-10-12 13:11:36,354 - mmaction - INFO - Epoch [40][1200/3520] lr: 7.500e-04, eta: 10:25:23, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9052, loss_cls: 1.0572, loss: 1.0572, grad_norm: 11.8317 2020-10-12 13:11:58,455 - mmaction - INFO - Epoch [40][1220/3520] lr: 7.500e-04, eta: 10:25:04, time: 1.104, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0293, loss: 1.0293, grad_norm: 11.5613 2020-10-12 13:12:17,949 - mmaction - INFO - Epoch [40][1240/3520] lr: 7.500e-04, eta: 10:24:43, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8969, loss_cls: 1.1091, loss: 1.1091, grad_norm: 12.3316 2020-10-12 13:12:37,620 - mmaction - INFO - Epoch [40][1260/3520] lr: 7.500e-04, eta: 10:24:23, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9271, loss_cls: 0.9674, loss: 0.9674, grad_norm: 11.7905 2020-10-12 13:12:58,135 - mmaction - INFO - Epoch [40][1280/3520] lr: 7.500e-04, eta: 10:24:04, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9010, loss_cls: 1.1143, loss: 1.1143, grad_norm: 12.2299 2020-10-12 13:13:17,699 - mmaction - INFO - Epoch [40][1300/3520] lr: 7.500e-04, eta: 10:23:43, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8927, loss_cls: 1.0857, loss: 1.0857, grad_norm: 11.9461 2020-10-12 13:13:37,649 - mmaction - INFO - Epoch [40][1320/3520] lr: 7.500e-04, eta: 10:23:23, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9000, loss_cls: 1.0963, loss: 1.0963, grad_norm: 12.2294 2020-10-12 13:13:58,406 - mmaction - INFO - Epoch [40][1340/3520] lr: 7.500e-04, eta: 10:23:04, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8969, loss_cls: 1.1392, loss: 1.1392, grad_norm: 12.2296 2020-10-12 13:14:17,236 - mmaction - INFO - Epoch [40][1360/3520] lr: 7.500e-04, eta: 10:22:43, time: 0.940, data_time: 0.005, memory: 10390, top1_acc: 0.7062, top5_acc: 0.9156, loss_cls: 1.0842, loss: 1.0842, grad_norm: 12.4025 2020-10-12 13:14:37,215 - mmaction - INFO - Epoch [40][1380/3520] lr: 7.500e-04, eta: 10:22:23, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9177, loss_cls: 1.0431, loss: 1.0431, grad_norm: 11.7688 2020-10-12 13:14:56,795 - mmaction - INFO - Epoch [40][1400/3520] lr: 7.500e-04, eta: 10:22:03, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9104, loss_cls: 1.0388, loss: 1.0388, grad_norm: 11.7063 2020-10-12 13:15:16,164 - mmaction - INFO - Epoch [40][1420/3520] lr: 7.500e-04, eta: 10:21:43, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8854, loss_cls: 1.1188, loss: 1.1188, grad_norm: 12.3185 2020-10-12 13:15:36,339 - mmaction - INFO - Epoch [40][1440/3520] lr: 7.500e-04, eta: 10:21:23, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.1353, loss: 1.1353, grad_norm: 12.3415 2020-10-12 13:15:56,524 - mmaction - INFO - Epoch [40][1460/3520] lr: 7.500e-04, eta: 10:21:03, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1090, loss: 1.1090, grad_norm: 12.4520 2020-10-12 13:16:15,884 - mmaction - INFO - Epoch [40][1480/3520] lr: 7.500e-04, eta: 10:20:43, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9073, loss_cls: 1.1498, loss: 1.1498, grad_norm: 12.4927 2020-10-12 13:16:36,092 - mmaction - INFO - Epoch [40][1500/3520] lr: 7.500e-04, eta: 10:20:23, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.1384, loss: 1.1384, grad_norm: 12.3262 2020-10-12 13:16:55,754 - mmaction - INFO - Epoch [40][1520/3520] lr: 7.500e-04, eta: 10:20:03, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9094, loss_cls: 1.0957, loss: 1.0957, grad_norm: 12.1639 2020-10-12 13:17:15,208 - mmaction - INFO - Epoch [40][1540/3520] lr: 7.500e-04, eta: 10:19:43, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9125, loss_cls: 1.0843, loss: 1.0843, grad_norm: 12.4414 2020-10-12 13:17:34,664 - mmaction - INFO - Epoch [40][1560/3520] lr: 7.500e-04, eta: 10:19:23, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9083, loss_cls: 1.0895, loss: 1.0895, grad_norm: 11.9033 2020-10-12 13:17:55,173 - mmaction - INFO - Epoch [40][1580/3520] lr: 7.500e-04, eta: 10:19:03, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1204, loss: 1.1204, grad_norm: 12.4472 2020-10-12 13:18:15,582 - mmaction - INFO - Epoch [40][1600/3520] lr: 7.500e-04, eta: 10:18:43, time: 1.021, data_time: 0.008, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8958, loss_cls: 1.1607, loss: 1.1607, grad_norm: 12.5289 2020-10-12 13:18:35,530 - mmaction - INFO - Epoch [40][1620/3520] lr: 7.500e-04, eta: 10:18:23, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9167, loss_cls: 1.0521, loss: 1.0521, grad_norm: 12.1664 2020-10-12 13:18:55,490 - mmaction - INFO - Epoch [40][1640/3520] lr: 7.500e-04, eta: 10:18:03, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9115, loss_cls: 1.0424, loss: 1.0424, grad_norm: 11.8877 2020-10-12 13:19:17,326 - mmaction - INFO - Epoch [40][1660/3520] lr: 7.500e-04, eta: 10:17:43, time: 1.094, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9010, loss_cls: 1.1524, loss: 1.1524, grad_norm: 12.6241 2020-10-12 13:19:36,812 - mmaction - INFO - Epoch [40][1680/3520] lr: 7.500e-04, eta: 10:17:23, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8990, loss_cls: 1.1136, loss: 1.1136, grad_norm: 12.2783 2020-10-12 13:19:56,417 - mmaction - INFO - Epoch [40][1700/3520] lr: 7.500e-04, eta: 10:17:03, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0242, loss: 1.0242, grad_norm: 11.6356 2020-10-12 13:20:16,353 - mmaction - INFO - Epoch [40][1720/3520] lr: 7.500e-04, eta: 10:16:43, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9260, loss_cls: 1.0380, loss: 1.0380, grad_norm: 12.1913 2020-10-12 13:20:36,346 - mmaction - INFO - Epoch [40][1740/3520] lr: 7.500e-04, eta: 10:16:23, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9042, loss_cls: 1.0683, loss: 1.0683, grad_norm: 11.6377 2020-10-12 13:20:56,561 - mmaction - INFO - Epoch [40][1760/3520] lr: 7.500e-04, eta: 10:16:03, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0279, loss: 1.0279, grad_norm: 11.9727 2020-10-12 13:21:17,648 - mmaction - INFO - Epoch [40][1780/3520] lr: 7.500e-04, eta: 10:15:43, time: 1.054, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1383, loss: 1.1383, grad_norm: 12.3429 2020-10-12 13:21:36,948 - mmaction - INFO - Epoch [40][1800/3520] lr: 7.500e-04, eta: 10:15:23, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9104, loss_cls: 1.1152, loss: 1.1152, grad_norm: 11.9957 2020-10-12 13:21:55,961 - mmaction - INFO - Epoch [40][1820/3520] lr: 7.500e-04, eta: 10:15:03, time: 0.950, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8969, loss_cls: 1.1272, loss: 1.1272, grad_norm: 12.6173 2020-10-12 13:22:15,937 - mmaction - INFO - Epoch [40][1840/3520] lr: 7.500e-04, eta: 10:14:43, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9146, loss_cls: 1.0185, loss: 1.0185, grad_norm: 11.7873 2020-10-12 13:22:36,052 - mmaction - INFO - Epoch [40][1860/3520] lr: 7.500e-04, eta: 10:14:23, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8958, loss_cls: 1.0802, loss: 1.0802, grad_norm: 11.9785 2020-10-12 13:22:56,856 - mmaction - INFO - Epoch [40][1880/3520] lr: 7.500e-04, eta: 10:14:03, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9135, loss_cls: 1.0556, loss: 1.0556, grad_norm: 12.2141 2020-10-12 13:23:16,800 - mmaction - INFO - Epoch [40][1900/3520] lr: 7.500e-04, eta: 10:13:43, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.0754, loss: 1.0754, grad_norm: 12.4321 2020-10-12 13:23:35,994 - mmaction - INFO - Epoch [40][1920/3520] lr: 7.500e-04, eta: 10:13:23, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9135, loss_cls: 1.0305, loss: 1.0305, grad_norm: 11.9166 2020-10-12 13:23:55,998 - mmaction - INFO - Epoch [40][1940/3520] lr: 7.500e-04, eta: 10:13:03, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9052, loss_cls: 1.0613, loss: 1.0613, grad_norm: 11.9127 2020-10-12 13:24:16,515 - mmaction - INFO - Epoch [40][1960/3520] lr: 7.500e-04, eta: 10:12:43, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8896, loss_cls: 1.1600, loss: 1.1600, grad_norm: 12.5975 2020-10-12 13:24:37,017 - mmaction - INFO - Epoch [40][1980/3520] lr: 7.500e-04, eta: 10:12:23, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9042, loss_cls: 1.1238, loss: 1.1238, grad_norm: 12.0296 2020-10-12 13:24:56,446 - mmaction - INFO - Epoch [40][2000/3520] lr: 7.500e-04, eta: 10:12:03, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0082, loss: 1.0082, grad_norm: 11.6139 2020-10-12 13:25:15,702 - mmaction - INFO - Epoch [40][2020/3520] lr: 7.500e-04, eta: 10:11:43, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9115, loss_cls: 1.0745, loss: 1.0745, grad_norm: 11.9742 2020-10-12 13:25:35,560 - mmaction - INFO - Epoch [40][2040/3520] lr: 7.500e-04, eta: 10:11:23, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8979, loss_cls: 1.1074, loss: 1.1074, grad_norm: 12.1082 2020-10-12 13:25:55,183 - mmaction - INFO - Epoch [40][2060/3520] lr: 7.500e-04, eta: 10:11:03, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9042, loss_cls: 1.1187, loss: 1.1187, grad_norm: 12.0966 2020-10-12 13:26:15,292 - mmaction - INFO - Epoch [40][2080/3520] lr: 7.500e-04, eta: 10:10:43, time: 1.006, data_time: 0.008, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9208, loss_cls: 1.0019, loss: 1.0019, grad_norm: 11.8199 2020-10-12 13:26:35,615 - mmaction - INFO - Epoch [40][2100/3520] lr: 7.500e-04, eta: 10:10:23, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9177, loss_cls: 1.0214, loss: 1.0214, grad_norm: 12.2097 2020-10-12 13:26:55,214 - mmaction - INFO - Epoch [40][2120/3520] lr: 7.500e-04, eta: 10:10:03, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9115, loss_cls: 1.0430, loss: 1.0430, grad_norm: 11.8974 2020-10-12 13:27:14,232 - mmaction - INFO - Epoch [40][2140/3520] lr: 7.500e-04, eta: 10:09:42, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8896, loss_cls: 1.1498, loss: 1.1498, grad_norm: 11.9733 2020-10-12 13:27:35,760 - mmaction - INFO - Epoch [40][2160/3520] lr: 7.500e-04, eta: 10:09:23, time: 1.074, data_time: 0.004, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9187, loss_cls: 1.0268, loss: 1.0268, grad_norm: 11.7328 2020-10-12 13:27:55,065 - mmaction - INFO - Epoch [40][2180/3520] lr: 7.500e-04, eta: 10:09:03, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8958, loss_cls: 1.1242, loss: 1.1242, grad_norm: 11.9509 2020-10-12 13:28:16,501 - mmaction - INFO - Epoch [40][2200/3520] lr: 7.500e-04, eta: 10:08:43, time: 1.071, data_time: 0.004, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9198, loss_cls: 1.0093, loss: 1.0093, grad_norm: 12.0442 2020-10-12 13:28:36,345 - mmaction - INFO - Epoch [40][2220/3520] lr: 7.500e-04, eta: 10:08:23, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8885, loss_cls: 1.1960, loss: 1.1960, grad_norm: 12.8119 2020-10-12 13:28:56,630 - mmaction - INFO - Epoch [40][2240/3520] lr: 7.500e-04, eta: 10:08:03, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9000, loss_cls: 1.0905, loss: 1.0905, grad_norm: 12.1586 2020-10-12 13:29:16,168 - mmaction - INFO - Epoch [40][2260/3520] lr: 7.500e-04, eta: 10:07:43, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.1257, loss: 1.1257, grad_norm: 12.2552 2020-10-12 13:29:36,390 - mmaction - INFO - Epoch [40][2280/3520] lr: 7.500e-04, eta: 10:07:23, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9135, loss_cls: 1.0872, loss: 1.0872, grad_norm: 12.0789 2020-10-12 13:29:57,459 - mmaction - INFO - Epoch [40][2300/3520] lr: 7.500e-04, eta: 10:07:03, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1105, loss: 1.1105, grad_norm: 11.9114 2020-10-12 13:30:17,730 - mmaction - INFO - Epoch [40][2320/3520] lr: 7.500e-04, eta: 10:06:43, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9062, loss_cls: 1.0836, loss: 1.0836, grad_norm: 11.8799 2020-10-12 13:30:37,052 - mmaction - INFO - Epoch [40][2340/3520] lr: 7.500e-04, eta: 10:06:23, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9146, loss_cls: 1.0427, loss: 1.0427, grad_norm: 12.1815 2020-10-12 13:30:56,982 - mmaction - INFO - Epoch [40][2360/3520] lr: 7.500e-04, eta: 10:06:03, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9083, loss_cls: 1.0705, loss: 1.0705, grad_norm: 12.0667 2020-10-12 13:31:16,891 - mmaction - INFO - Epoch [40][2380/3520] lr: 7.500e-04, eta: 10:05:43, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9031, loss_cls: 1.1183, loss: 1.1183, grad_norm: 12.5627 2020-10-12 13:31:36,338 - mmaction - INFO - Epoch [40][2400/3520] lr: 7.500e-04, eta: 10:05:23, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.9517, loss: 0.9517, grad_norm: 11.4519 2020-10-12 13:31:55,834 - mmaction - INFO - Epoch [40][2420/3520] lr: 7.500e-04, eta: 10:05:03, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8948, loss_cls: 1.1484, loss: 1.1484, grad_norm: 12.5474 2020-10-12 13:32:15,229 - mmaction - INFO - Epoch [40][2440/3520] lr: 7.500e-04, eta: 10:04:43, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9177, loss_cls: 0.9822, loss: 0.9822, grad_norm: 11.5845 2020-10-12 13:32:34,824 - mmaction - INFO - Epoch [40][2460/3520] lr: 7.500e-04, eta: 10:04:23, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9073, loss_cls: 1.0697, loss: 1.0697, grad_norm: 12.1077 2020-10-12 13:32:54,299 - mmaction - INFO - Epoch [40][2480/3520] lr: 7.500e-04, eta: 10:04:02, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8979, loss_cls: 1.1080, loss: 1.1080, grad_norm: 12.3534 2020-10-12 13:33:14,103 - mmaction - INFO - Epoch [40][2500/3520] lr: 7.500e-04, eta: 10:03:42, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.0886, loss: 1.0886, grad_norm: 12.3612 2020-10-12 13:33:33,593 - mmaction - INFO - Epoch [40][2520/3520] lr: 7.500e-04, eta: 10:03:22, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9094, loss_cls: 1.0696, loss: 1.0696, grad_norm: 12.2892 2020-10-12 13:33:53,178 - mmaction - INFO - Epoch [40][2540/3520] lr: 7.500e-04, eta: 10:03:02, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9219, loss_cls: 1.0452, loss: 1.0452, grad_norm: 12.5306 2020-10-12 13:34:12,822 - mmaction - INFO - Epoch [40][2560/3520] lr: 7.500e-04, eta: 10:02:42, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8958, loss_cls: 1.1233, loss: 1.1233, grad_norm: 12.8156 2020-10-12 13:34:32,686 - mmaction - INFO - Epoch [40][2580/3520] lr: 7.500e-04, eta: 10:02:22, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8990, loss_cls: 1.0945, loss: 1.0945, grad_norm: 12.3860 2020-10-12 13:34:51,921 - mmaction - INFO - Epoch [40][2600/3520] lr: 7.500e-04, eta: 10:02:02, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9156, loss_cls: 1.0556, loss: 1.0556, grad_norm: 12.4589 2020-10-12 13:35:12,609 - mmaction - INFO - Epoch [40][2620/3520] lr: 7.500e-04, eta: 10:01:42, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.0710, loss: 1.0710, grad_norm: 12.1066 2020-10-12 13:35:32,659 - mmaction - INFO - Epoch [40][2640/3520] lr: 7.500e-04, eta: 10:01:22, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9177, loss_cls: 1.0166, loss: 1.0166, grad_norm: 11.6702 2020-10-12 13:35:51,901 - mmaction - INFO - Epoch [40][2660/3520] lr: 7.500e-04, eta: 10:01:02, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.0446, loss: 1.0446, grad_norm: 12.0718 2020-10-12 13:36:11,688 - mmaction - INFO - Epoch [40][2680/3520] lr: 7.500e-04, eta: 10:00:42, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9000, loss_cls: 1.0676, loss: 1.0676, grad_norm: 11.8490 2020-10-12 13:36:31,454 - mmaction - INFO - Epoch [40][2700/3520] lr: 7.500e-04, eta: 10:00:22, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9104, loss_cls: 1.1020, loss: 1.1020, grad_norm: 12.5982 2020-10-12 13:36:51,496 - mmaction - INFO - Epoch [40][2720/3520] lr: 7.500e-04, eta: 10:00:02, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8948, loss_cls: 1.1179, loss: 1.1179, grad_norm: 11.9904 2020-10-12 13:37:10,796 - mmaction - INFO - Epoch [40][2740/3520] lr: 7.500e-04, eta: 9:59:41, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9187, loss_cls: 1.0432, loss: 1.0432, grad_norm: 11.8039 2020-10-12 13:37:30,468 - mmaction - INFO - Epoch [40][2760/3520] lr: 7.500e-04, eta: 9:59:21, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8844, loss_cls: 1.1075, loss: 1.1075, grad_norm: 12.0099 2020-10-12 13:37:50,116 - mmaction - INFO - Epoch [40][2780/3520] lr: 7.500e-04, eta: 9:59:01, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8927, loss_cls: 1.1566, loss: 1.1566, grad_norm: 12.1428 2020-10-12 13:38:10,149 - mmaction - INFO - Epoch [40][2800/3520] lr: 7.500e-04, eta: 9:58:41, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8906, loss_cls: 1.1493, loss: 1.1493, grad_norm: 12.7106 2020-10-12 13:38:29,752 - mmaction - INFO - Epoch [40][2820/3520] lr: 7.500e-04, eta: 9:58:21, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9021, loss_cls: 1.1536, loss: 1.1536, grad_norm: 12.6168 2020-10-12 13:38:49,922 - mmaction - INFO - Epoch [40][2840/3520] lr: 7.500e-04, eta: 9:58:01, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8990, loss_cls: 1.1247, loss: 1.1247, grad_norm: 12.2532 2020-10-12 13:39:09,381 - mmaction - INFO - Epoch [40][2860/3520] lr: 7.500e-04, eta: 9:57:41, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9135, loss_cls: 1.0261, loss: 1.0261, grad_norm: 11.9766 2020-10-12 13:39:29,872 - mmaction - INFO - Epoch [40][2880/3520] lr: 7.500e-04, eta: 9:57:21, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.0894, loss: 1.0894, grad_norm: 11.9218 2020-10-12 13:39:49,441 - mmaction - INFO - Epoch [40][2900/3520] lr: 7.500e-04, eta: 9:57:01, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9052, loss_cls: 1.0319, loss: 1.0319, grad_norm: 11.9181 2020-10-12 13:40:09,203 - mmaction - INFO - Epoch [40][2920/3520] lr: 7.500e-04, eta: 9:56:41, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1202, loss: 1.1202, grad_norm: 11.8516 2020-10-12 13:40:28,767 - mmaction - INFO - Epoch [40][2940/3520] lr: 7.500e-04, eta: 9:56:21, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9177, loss_cls: 1.0495, loss: 1.0495, grad_norm: 11.8013 2020-10-12 13:40:48,702 - mmaction - INFO - Epoch [40][2960/3520] lr: 7.500e-04, eta: 9:56:01, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9167, loss_cls: 1.0469, loss: 1.0469, grad_norm: 12.5186 2020-10-12 13:41:08,125 - mmaction - INFO - Epoch [40][2980/3520] lr: 7.500e-04, eta: 9:55:41, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9052, loss_cls: 1.0928, loss: 1.0928, grad_norm: 12.3717 2020-10-12 13:41:27,623 - mmaction - INFO - Epoch [40][3000/3520] lr: 7.500e-04, eta: 9:55:21, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8885, loss_cls: 1.1684, loss: 1.1684, grad_norm: 12.8072 2020-10-12 13:41:47,004 - mmaction - INFO - Epoch [40][3020/3520] lr: 7.500e-04, eta: 9:55:00, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8906, loss_cls: 1.1933, loss: 1.1933, grad_norm: 13.0866 2020-10-12 13:42:06,644 - mmaction - INFO - Epoch [40][3040/3520] lr: 7.500e-04, eta: 9:54:40, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9063, loss_cls: 1.1403, loss: 1.1403, grad_norm: 12.9494 2020-10-12 13:42:26,353 - mmaction - INFO - Epoch [40][3060/3520] lr: 7.500e-04, eta: 9:54:20, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 0.9962, loss: 0.9962, grad_norm: 12.0844 2020-10-12 13:42:45,682 - mmaction - INFO - Epoch [40][3080/3520] lr: 7.500e-04, eta: 9:54:00, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8990, loss_cls: 1.0737, loss: 1.0737, grad_norm: 12.0311 2020-10-12 13:43:05,459 - mmaction - INFO - Epoch [40][3100/3520] lr: 7.500e-04, eta: 9:53:40, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0191, loss: 1.0191, grad_norm: 12.1820 2020-10-12 13:43:25,088 - mmaction - INFO - Epoch [40][3120/3520] lr: 7.500e-04, eta: 9:53:20, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9000, loss_cls: 1.1330, loss: 1.1330, grad_norm: 12.6087 2020-10-12 13:43:44,362 - mmaction - INFO - Epoch [40][3140/3520] lr: 7.500e-04, eta: 9:53:00, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9115, loss_cls: 1.0632, loss: 1.0632, grad_norm: 12.6523 2020-10-12 13:44:04,164 - mmaction - INFO - Epoch [40][3160/3520] lr: 7.500e-04, eta: 9:52:40, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8906, loss_cls: 1.1312, loss: 1.1312, grad_norm: 12.8762 2020-10-12 13:44:23,744 - mmaction - INFO - Epoch [40][3180/3520] lr: 7.500e-04, eta: 9:52:20, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9094, loss_cls: 1.0726, loss: 1.0726, grad_norm: 12.1312 2020-10-12 13:44:43,508 - mmaction - INFO - Epoch [40][3200/3520] lr: 7.500e-04, eta: 9:52:00, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.6938, top5_acc: 0.9031, loss_cls: 1.1345, loss: 1.1345, grad_norm: 12.2008 2020-10-12 13:45:04,194 - mmaction - INFO - Epoch [40][3220/3520] lr: 7.500e-04, eta: 9:51:40, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9000, loss_cls: 1.0958, loss: 1.0958, grad_norm: 12.0833 2020-10-12 13:45:23,048 - mmaction - INFO - Epoch [40][3240/3520] lr: 7.500e-04, eta: 9:51:19, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9083, loss_cls: 1.0684, loss: 1.0684, grad_norm: 12.0817 2020-10-12 13:45:42,550 - mmaction - INFO - Epoch [40][3260/3520] lr: 7.500e-04, eta: 9:50:59, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8958, loss_cls: 1.0461, loss: 1.0461, grad_norm: 11.9803 2020-10-12 13:46:02,110 - mmaction - INFO - Epoch [40][3280/3520] lr: 7.500e-04, eta: 9:50:39, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0399, loss: 1.0399, grad_norm: 11.7632 2020-10-12 13:46:21,945 - mmaction - INFO - Epoch [40][3300/3520] lr: 7.500e-04, eta: 9:50:19, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9547, loss: 0.9547, grad_norm: 11.5380 2020-10-12 13:46:41,237 - mmaction - INFO - Epoch [40][3320/3520] lr: 7.500e-04, eta: 9:49:59, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.0957, loss: 1.0957, grad_norm: 13.0521 2020-10-12 13:47:00,483 - mmaction - INFO - Epoch [40][3340/3520] lr: 7.500e-04, eta: 9:49:39, time: 0.959, data_time: 0.004, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9104, loss_cls: 1.0455, loss: 1.0455, grad_norm: 12.2196 2020-10-12 13:47:20,426 - mmaction - INFO - Epoch [40][3360/3520] lr: 7.500e-04, eta: 9:49:19, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9094, loss_cls: 1.0976, loss: 1.0976, grad_norm: 12.3331 2020-10-12 13:47:40,411 - mmaction - INFO - Epoch [40][3380/3520] lr: 7.500e-04, eta: 9:48:59, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8917, loss_cls: 1.1317, loss: 1.1317, grad_norm: 12.3631 2020-10-12 13:48:00,332 - mmaction - INFO - Epoch [40][3400/3520] lr: 7.500e-04, eta: 9:48:39, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9125, loss_cls: 1.0328, loss: 1.0328, grad_norm: 12.0979 2020-10-12 13:48:20,608 - mmaction - INFO - Epoch [40][3420/3520] lr: 7.500e-04, eta: 9:48:19, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8969, loss_cls: 1.1645, loss: 1.1645, grad_norm: 12.5518 2020-10-12 13:48:39,775 - mmaction - INFO - Epoch [40][3440/3520] lr: 7.500e-04, eta: 9:47:59, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9083, loss_cls: 1.0769, loss: 1.0769, grad_norm: 12.4376 2020-10-12 13:48:59,227 - mmaction - INFO - Epoch [40][3460/3520] lr: 7.500e-04, eta: 9:47:38, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9115, loss_cls: 1.0614, loss: 1.0614, grad_norm: 12.5882 2020-10-12 13:49:18,913 - mmaction - INFO - Epoch [40][3480/3520] lr: 7.500e-04, eta: 9:47:18, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9000, loss_cls: 1.0335, loss: 1.0335, grad_norm: 11.7275 2020-10-12 13:49:39,500 - mmaction - INFO - Epoch [40][3500/3520] lr: 7.500e-04, eta: 9:46:59, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9000, loss_cls: 1.1029, loss: 1.1029, grad_norm: 12.2063 2020-10-12 13:49:57,766 - mmaction - INFO - Epoch [40][3520/3520] lr: 7.500e-04, eta: 9:46:38, time: 0.912, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8935, loss_cls: 1.1777, loss: 1.1777, grad_norm: 13.0277 2020-10-12 13:49:58,177 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-12 13:50:32,389 - mmaction - INFO - Epoch [41][20/3520] lr: 7.500e-05, eta: 9:46:22, time: 1.686, data_time: 0.668, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9042, loss_cls: 1.0814, loss: 1.0814, grad_norm: 12.1986 2020-10-12 13:50:49,888 - mmaction - INFO - Epoch [41][40/3520] lr: 7.500e-05, eta: 9:46:01, time: 0.875, data_time: 0.002, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9156, loss_cls: 1.0311, loss: 1.0311, grad_norm: 11.8495 2020-10-12 13:51:08,189 - mmaction - INFO - Epoch [41][60/3520] lr: 7.500e-05, eta: 9:45:40, time: 0.914, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9063, loss_cls: 1.0660, loss: 1.0660, grad_norm: 12.1959 2020-10-12 13:51:27,592 - mmaction - INFO - Epoch [41][80/3520] lr: 7.500e-05, eta: 9:45:20, time: 0.971, data_time: 0.008, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9063, loss_cls: 1.0048, loss: 1.0048, grad_norm: 11.6568 2020-10-12 13:51:45,767 - mmaction - INFO - Epoch [41][100/3520] lr: 7.500e-05, eta: 9:45:00, time: 0.909, data_time: 0.003, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9177, loss_cls: 0.9548, loss: 0.9548, grad_norm: 11.3977 2020-10-12 13:52:06,526 - mmaction - INFO - Epoch [41][120/3520] lr: 7.500e-05, eta: 9:44:40, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9042, loss_cls: 1.1017, loss: 1.1017, grad_norm: 12.1357 2020-10-12 13:52:25,257 - mmaction - INFO - Epoch [41][140/3520] lr: 7.500e-05, eta: 9:44:20, time: 0.936, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9187, loss_cls: 0.9299, loss: 0.9299, grad_norm: 11.1479 2020-10-12 13:52:43,187 - mmaction - INFO - Epoch [41][160/3520] lr: 7.500e-05, eta: 9:43:59, time: 0.896, data_time: 0.003, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9167, loss_cls: 1.0717, loss: 1.0717, grad_norm: 12.0633 2020-10-12 13:53:01,772 - mmaction - INFO - Epoch [41][180/3520] lr: 7.500e-05, eta: 9:43:39, time: 0.929, data_time: 0.008, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9094, loss_cls: 1.0526, loss: 1.0526, grad_norm: 12.1760 2020-10-12 13:53:22,309 - mmaction - INFO - Epoch [41][200/3520] lr: 7.500e-05, eta: 9:43:19, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9125, loss_cls: 1.0074, loss: 1.0074, grad_norm: 11.9077 2020-10-12 13:53:42,706 - mmaction - INFO - Epoch [41][220/3520] lr: 7.500e-05, eta: 9:42:59, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9208, loss_cls: 1.0005, loss: 1.0005, grad_norm: 11.5780 2020-10-12 13:54:01,643 - mmaction - INFO - Epoch [41][240/3520] lr: 7.500e-05, eta: 9:42:39, time: 0.943, data_time: 0.004, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 1.0007, loss: 1.0007, grad_norm: 11.3773 2020-10-12 13:54:21,675 - mmaction - INFO - Epoch [41][260/3520] lr: 7.500e-05, eta: 9:42:19, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9062, loss_cls: 1.0617, loss: 1.0617, grad_norm: 12.2588 2020-10-12 13:54:41,565 - mmaction - INFO - Epoch [41][280/3520] lr: 7.500e-05, eta: 9:41:59, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0444, loss: 1.0444, grad_norm: 11.9164 2020-10-12 13:55:02,485 - mmaction - INFO - Epoch [41][300/3520] lr: 7.500e-05, eta: 9:41:39, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9094, loss_cls: 1.0223, loss: 1.0223, grad_norm: 11.9678 2020-10-12 13:55:21,594 - mmaction - INFO - Epoch [41][320/3520] lr: 7.500e-05, eta: 9:41:19, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9411, loss: 0.9411, grad_norm: 11.4633 2020-10-12 13:55:43,468 - mmaction - INFO - Epoch [41][340/3520] lr: 7.500e-05, eta: 9:40:59, time: 1.094, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9302, loss_cls: 0.9414, loss: 0.9414, grad_norm: 11.6963 2020-10-12 13:56:02,958 - mmaction - INFO - Epoch [41][360/3520] lr: 7.500e-05, eta: 9:40:39, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9219, loss_cls: 0.9793, loss: 0.9793, grad_norm: 11.8198 2020-10-12 13:56:23,540 - mmaction - INFO - Epoch [41][380/3520] lr: 7.500e-05, eta: 9:40:19, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9125, loss_cls: 0.9883, loss: 0.9883, grad_norm: 11.6639 2020-10-12 13:56:43,911 - mmaction - INFO - Epoch [41][400/3520] lr: 7.500e-05, eta: 9:39:59, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9083, loss_cls: 1.0439, loss: 1.0439, grad_norm: 11.9631 2020-10-12 13:57:03,443 - mmaction - INFO - Epoch [41][420/3520] lr: 7.500e-05, eta: 9:39:39, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9083, loss_cls: 1.0694, loss: 1.0694, grad_norm: 12.2024 2020-10-12 13:57:22,706 - mmaction - INFO - Epoch [41][440/3520] lr: 7.500e-05, eta: 9:39:19, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9229, loss_cls: 0.9672, loss: 0.9672, grad_norm: 11.5590 2020-10-12 13:57:43,945 - mmaction - INFO - Epoch [41][460/3520] lr: 7.500e-05, eta: 9:38:59, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 0.9847, loss: 0.9847, grad_norm: 11.4041 2020-10-12 13:58:03,127 - mmaction - INFO - Epoch [41][480/3520] lr: 7.500e-05, eta: 9:38:39, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9135, loss_cls: 1.0282, loss: 1.0282, grad_norm: 11.7335 2020-10-12 13:58:22,419 - mmaction - INFO - Epoch [41][500/3520] lr: 7.500e-05, eta: 9:38:19, time: 0.965, data_time: 0.004, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9104, loss_cls: 0.9968, loss: 0.9968, grad_norm: 11.9784 2020-10-12 13:58:42,538 - mmaction - INFO - Epoch [41][520/3520] lr: 7.500e-05, eta: 9:37:59, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 0.9749, loss: 0.9749, grad_norm: 11.2133 2020-10-12 13:59:02,215 - mmaction - INFO - Epoch [41][540/3520] lr: 7.500e-05, eta: 9:37:39, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9240, loss_cls: 0.9472, loss: 0.9472, grad_norm: 11.1647 2020-10-12 13:59:22,102 - mmaction - INFO - Epoch [41][560/3520] lr: 7.500e-05, eta: 9:37:19, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9188, loss_cls: 0.9793, loss: 0.9793, grad_norm: 11.6088 2020-10-12 13:59:42,229 - mmaction - INFO - Epoch [41][580/3520] lr: 7.500e-05, eta: 9:36:59, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9083, loss_cls: 0.9463, loss: 0.9463, grad_norm: 11.5758 2020-10-12 14:00:01,873 - mmaction - INFO - Epoch [41][600/3520] lr: 7.500e-05, eta: 9:36:39, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9177, loss_cls: 1.0341, loss: 1.0341, grad_norm: 12.0713 2020-10-12 14:00:22,932 - mmaction - INFO - Epoch [41][620/3520] lr: 7.500e-05, eta: 9:36:19, time: 1.044, data_time: 0.008, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9219, loss_cls: 0.9727, loss: 0.9727, grad_norm: 11.6949 2020-10-12 14:00:42,779 - mmaction - INFO - Epoch [41][640/3520] lr: 7.500e-05, eta: 9:35:59, time: 1.004, data_time: 0.023, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9156, loss_cls: 1.0022, loss: 1.0022, grad_norm: 11.6093 2020-10-12 14:01:02,134 - mmaction - INFO - Epoch [41][660/3520] lr: 7.500e-05, eta: 9:35:39, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9073, loss_cls: 1.0092, loss: 1.0092, grad_norm: 11.5519 2020-10-12 14:01:22,300 - mmaction - INFO - Epoch [41][680/3520] lr: 7.500e-05, eta: 9:35:19, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9177, loss_cls: 0.9586, loss: 0.9586, grad_norm: 11.4729 2020-10-12 14:01:42,171 - mmaction - INFO - Epoch [41][700/3520] lr: 7.500e-05, eta: 9:34:59, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9083, loss_cls: 1.0677, loss: 1.0677, grad_norm: 12.1200 2020-10-12 14:02:02,563 - mmaction - INFO - Epoch [41][720/3520] lr: 7.500e-05, eta: 9:34:39, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 1.0165, loss: 1.0165, grad_norm: 11.8667 2020-10-12 14:02:22,372 - mmaction - INFO - Epoch [41][740/3520] lr: 7.500e-05, eta: 9:34:19, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9188, loss_cls: 1.0286, loss: 1.0286, grad_norm: 12.3425 2020-10-12 14:02:41,943 - mmaction - INFO - Epoch [41][760/3520] lr: 7.500e-05, eta: 9:33:59, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 1.0050, loss: 1.0050, grad_norm: 11.8224 2020-10-12 14:03:01,410 - mmaction - INFO - Epoch [41][780/3520] lr: 7.500e-05, eta: 9:33:39, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.7333, top5_acc: 0.8917, loss_cls: 1.0960, loss: 1.0960, grad_norm: 12.0287 2020-10-12 14:03:21,370 - mmaction - INFO - Epoch [41][800/3520] lr: 7.500e-05, eta: 9:33:19, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9198, loss_cls: 0.9322, loss: 0.9322, grad_norm: 11.2073 2020-10-12 14:03:41,425 - mmaction - INFO - Epoch [41][820/3520] lr: 7.500e-05, eta: 9:32:59, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9177, loss_cls: 0.9961, loss: 0.9961, grad_norm: 11.3762 2020-10-12 14:04:02,847 - mmaction - INFO - Epoch [41][840/3520] lr: 7.500e-05, eta: 9:32:39, time: 1.071, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9135, loss_cls: 1.0078, loss: 1.0078, grad_norm: 11.7171 2020-10-12 14:04:21,916 - mmaction - INFO - Epoch [41][860/3520] lr: 7.500e-05, eta: 9:32:19, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9240, loss_cls: 1.0223, loss: 1.0223, grad_norm: 11.9370 2020-10-12 14:04:42,104 - mmaction - INFO - Epoch [41][880/3520] lr: 7.500e-05, eta: 9:31:59, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9523, loss: 0.9523, grad_norm: 11.5190 2020-10-12 14:05:01,454 - mmaction - INFO - Epoch [41][900/3520] lr: 7.500e-05, eta: 9:31:39, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9104, loss_cls: 1.0065, loss: 1.0065, grad_norm: 11.6980 2020-10-12 14:05:22,064 - mmaction - INFO - Epoch [41][920/3520] lr: 7.500e-05, eta: 9:31:19, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9219, loss_cls: 0.9812, loss: 0.9812, grad_norm: 11.6461 2020-10-12 14:05:42,011 - mmaction - INFO - Epoch [41][940/3520] lr: 7.500e-05, eta: 9:30:59, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9042, loss_cls: 1.0620, loss: 1.0620, grad_norm: 12.0330 2020-10-12 14:06:02,248 - mmaction - INFO - Epoch [41][960/3520] lr: 7.500e-05, eta: 9:30:39, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9146, loss_cls: 1.0345, loss: 1.0345, grad_norm: 11.6358 2020-10-12 14:06:23,361 - mmaction - INFO - Epoch [41][980/3520] lr: 7.500e-05, eta: 9:30:19, time: 1.058, data_time: 0.008, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9094, loss_cls: 1.0044, loss: 1.0044, grad_norm: 11.8081 2020-10-12 14:06:42,799 - mmaction - INFO - Epoch [41][1000/3520] lr: 7.500e-05, eta: 9:29:59, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9000, loss_cls: 1.0437, loss: 1.0437, grad_norm: 11.8915 2020-10-12 14:07:02,218 - mmaction - INFO - Epoch [41][1020/3520] lr: 7.500e-05, eta: 9:29:39, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 0.9906, loss: 0.9906, grad_norm: 11.5376 2020-10-12 14:07:21,818 - mmaction - INFO - Epoch [41][1040/3520] lr: 7.500e-05, eta: 9:29:19, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9202, loss: 0.9202, grad_norm: 11.5701 2020-10-12 14:07:41,541 - mmaction - INFO - Epoch [41][1060/3520] lr: 7.500e-05, eta: 9:28:59, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.8847, loss: 0.8847, grad_norm: 11.3248 2020-10-12 14:08:01,726 - mmaction - INFO - Epoch [41][1080/3520] lr: 7.500e-05, eta: 9:28:39, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9125, loss_cls: 0.9818, loss: 0.9818, grad_norm: 11.7322 2020-10-12 14:08:22,497 - mmaction - INFO - Epoch [41][1100/3520] lr: 7.500e-05, eta: 9:28:19, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9187, loss_cls: 0.9794, loss: 0.9794, grad_norm: 11.7288 2020-10-12 14:08:41,895 - mmaction - INFO - Epoch [41][1120/3520] lr: 7.500e-05, eta: 9:27:59, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9292, loss_cls: 0.9440, loss: 0.9440, grad_norm: 11.3444 2020-10-12 14:09:01,438 - mmaction - INFO - Epoch [41][1140/3520] lr: 7.500e-05, eta: 9:27:39, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9135, loss_cls: 1.0483, loss: 1.0483, grad_norm: 11.8923 2020-10-12 14:09:21,890 - mmaction - INFO - Epoch [41][1160/3520] lr: 7.500e-05, eta: 9:27:19, time: 1.022, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9260, loss_cls: 0.9145, loss: 0.9145, grad_norm: 11.4409 2020-10-12 14:09:42,193 - mmaction - INFO - Epoch [41][1180/3520] lr: 7.500e-05, eta: 9:26:59, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9292, loss_cls: 0.9273, loss: 0.9273, grad_norm: 11.0946 2020-10-12 14:10:03,867 - mmaction - INFO - Epoch [41][1200/3520] lr: 7.500e-05, eta: 9:26:39, time: 1.082, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.8894, loss: 0.8894, grad_norm: 11.3908 2020-10-12 14:10:23,208 - mmaction - INFO - Epoch [41][1220/3520] lr: 7.500e-05, eta: 9:26:19, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9260, loss_cls: 0.9124, loss: 0.9124, grad_norm: 11.4764 2020-10-12 14:10:42,295 - mmaction - INFO - Epoch [41][1240/3520] lr: 7.500e-05, eta: 9:25:59, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9115, loss_cls: 1.0214, loss: 1.0214, grad_norm: 11.8887 2020-10-12 14:11:03,150 - mmaction - INFO - Epoch [41][1260/3520] lr: 7.500e-05, eta: 9:25:39, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9723, loss: 0.9723, grad_norm: 11.7912 2020-10-12 14:11:22,778 - mmaction - INFO - Epoch [41][1280/3520] lr: 7.500e-05, eta: 9:25:19, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9344, loss_cls: 0.8671, loss: 0.8671, grad_norm: 11.0949 2020-10-12 14:11:42,124 - mmaction - INFO - Epoch [41][1300/3520] lr: 7.500e-05, eta: 9:24:59, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9208, loss_cls: 0.9547, loss: 0.9547, grad_norm: 11.5476 2020-10-12 14:12:01,759 - mmaction - INFO - Epoch [41][1320/3520] lr: 7.500e-05, eta: 9:24:39, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9000, loss_cls: 1.0484, loss: 1.0484, grad_norm: 12.1085 2020-10-12 14:12:21,590 - mmaction - INFO - Epoch [41][1340/3520] lr: 7.500e-05, eta: 9:24:19, time: 0.995, data_time: 0.008, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9260, loss_cls: 0.9869, loss: 0.9869, grad_norm: 11.6975 2020-10-12 14:12:40,962 - mmaction - INFO - Epoch [41][1360/3520] lr: 7.500e-05, eta: 9:23:59, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9167, loss_cls: 0.9859, loss: 0.9859, grad_norm: 12.0621 2020-10-12 14:13:00,209 - mmaction - INFO - Epoch [41][1380/3520] lr: 7.500e-05, eta: 9:23:39, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9188, loss_cls: 0.9587, loss: 0.9587, grad_norm: 11.3493 2020-10-12 14:13:19,849 - mmaction - INFO - Epoch [41][1400/3520] lr: 7.500e-05, eta: 9:23:18, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0372, loss: 1.0372, grad_norm: 11.9026 2020-10-12 14:13:39,448 - mmaction - INFO - Epoch [41][1420/3520] lr: 7.500e-05, eta: 9:22:58, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9198, loss_cls: 0.9280, loss: 0.9280, grad_norm: 11.3046 2020-10-12 14:13:59,011 - mmaction - INFO - Epoch [41][1440/3520] lr: 7.500e-05, eta: 9:22:38, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9969, loss: 0.9969, grad_norm: 11.4381 2020-10-12 14:14:19,204 - mmaction - INFO - Epoch [41][1460/3520] lr: 7.500e-05, eta: 9:22:18, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8809, loss: 0.8809, grad_norm: 11.2117 2020-10-12 14:14:38,673 - mmaction - INFO - Epoch [41][1480/3520] lr: 7.500e-05, eta: 9:21:58, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9229, loss_cls: 0.9456, loss: 0.9456, grad_norm: 11.9475 2020-10-12 14:14:58,197 - mmaction - INFO - Epoch [41][1500/3520] lr: 7.500e-05, eta: 9:21:38, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9586, loss: 0.9586, grad_norm: 11.6520 2020-10-12 14:15:17,619 - mmaction - INFO - Epoch [41][1520/3520] lr: 7.500e-05, eta: 9:21:18, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 0.9757, loss: 0.9757, grad_norm: 11.4200 2020-10-12 14:15:38,567 - mmaction - INFO - Epoch [41][1540/3520] lr: 7.500e-05, eta: 9:20:58, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9872, loss: 0.9872, grad_norm: 11.8964 2020-10-12 14:15:58,869 - mmaction - INFO - Epoch [41][1560/3520] lr: 7.500e-05, eta: 9:20:38, time: 1.047, data_time: 0.040, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9198, loss_cls: 0.9805, loss: 0.9805, grad_norm: 11.7424 2020-10-12 14:16:17,771 - mmaction - INFO - Epoch [41][1580/3520] lr: 7.500e-05, eta: 9:20:18, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0002, loss: 1.0002, grad_norm: 11.9267 2020-10-12 14:16:37,939 - mmaction - INFO - Epoch [41][1600/3520] lr: 7.500e-05, eta: 9:19:58, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9219, loss_cls: 0.9818, loss: 0.9818, grad_norm: 11.7678 2020-10-12 14:16:57,838 - mmaction - INFO - Epoch [41][1620/3520] lr: 7.500e-05, eta: 9:19:38, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.8995, loss: 0.8995, grad_norm: 11.5788 2020-10-12 14:17:17,320 - mmaction - INFO - Epoch [41][1640/3520] lr: 7.500e-05, eta: 9:19:18, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9464, loss: 0.9464, grad_norm: 11.6569 2020-10-12 14:17:37,561 - mmaction - INFO - Epoch [41][1660/3520] lr: 7.500e-05, eta: 9:18:58, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9271, loss_cls: 0.9460, loss: 0.9460, grad_norm: 11.4136 2020-10-12 14:17:58,508 - mmaction - INFO - Epoch [41][1680/3520] lr: 7.500e-05, eta: 9:18:38, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9135, loss_cls: 0.9878, loss: 0.9878, grad_norm: 11.8087 2020-10-12 14:18:19,125 - mmaction - INFO - Epoch [41][1700/3520] lr: 7.500e-05, eta: 9:18:18, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9281, loss_cls: 0.9453, loss: 0.9453, grad_norm: 11.6822 2020-10-12 14:18:39,214 - mmaction - INFO - Epoch [41][1720/3520] lr: 7.500e-05, eta: 9:17:58, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9245, loss: 0.9245, grad_norm: 11.9401 2020-10-12 14:18:58,742 - mmaction - INFO - Epoch [41][1740/3520] lr: 7.500e-05, eta: 9:17:38, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9167, loss_cls: 0.9829, loss: 0.9829, grad_norm: 11.3266 2020-10-12 14:19:20,187 - mmaction - INFO - Epoch [41][1760/3520] lr: 7.500e-05, eta: 9:17:19, time: 1.072, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9240, loss_cls: 0.9446, loss: 0.9446, grad_norm: 11.6060 2020-10-12 14:19:39,424 - mmaction - INFO - Epoch [41][1780/3520] lr: 7.500e-05, eta: 9:16:58, time: 0.962, data_time: 0.002, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9302, loss_cls: 0.9382, loss: 0.9382, grad_norm: 11.6700 2020-10-12 14:19:59,300 - mmaction - INFO - Epoch [41][1800/3520] lr: 7.500e-05, eta: 9:16:38, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9229, loss_cls: 0.9075, loss: 0.9075, grad_norm: 11.3027 2020-10-12 14:20:18,621 - mmaction - INFO - Epoch [41][1820/3520] lr: 7.500e-05, eta: 9:16:18, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9772, loss: 0.9772, grad_norm: 11.3210 2020-10-12 14:20:39,001 - mmaction - INFO - Epoch [41][1840/3520] lr: 7.500e-05, eta: 9:15:58, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.9504, loss: 0.9504, grad_norm: 11.8377 2020-10-12 14:20:59,984 - mmaction - INFO - Epoch [41][1860/3520] lr: 7.500e-05, eta: 9:15:39, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9229, loss_cls: 0.9721, loss: 0.9721, grad_norm: 11.4572 2020-10-12 14:21:20,682 - mmaction - INFO - Epoch [41][1880/3520] lr: 7.500e-05, eta: 9:15:19, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9073, loss_cls: 1.0757, loss: 1.0757, grad_norm: 12.6125 2020-10-12 14:21:39,860 - mmaction - INFO - Epoch [41][1900/3520] lr: 7.500e-05, eta: 9:14:58, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9038, loss: 0.9038, grad_norm: 11.5382 2020-10-12 14:22:00,756 - mmaction - INFO - Epoch [41][1920/3520] lr: 7.500e-05, eta: 9:14:39, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9229, loss_cls: 0.9694, loss: 0.9694, grad_norm: 11.2797 2020-10-12 14:22:20,469 - mmaction - INFO - Epoch [41][1940/3520] lr: 7.500e-05, eta: 9:14:19, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0189, loss: 1.0189, grad_norm: 11.5750 2020-10-12 14:22:41,003 - mmaction - INFO - Epoch [41][1960/3520] lr: 7.500e-05, eta: 9:13:59, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8633, loss: 0.8633, grad_norm: 11.1661 2020-10-12 14:23:00,087 - mmaction - INFO - Epoch [41][1980/3520] lr: 7.500e-05, eta: 9:13:39, time: 0.952, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9271, loss_cls: 0.9264, loss: 0.9264, grad_norm: 11.5795 2020-10-12 14:23:20,861 - mmaction - INFO - Epoch [41][2000/3520] lr: 7.500e-05, eta: 9:13:19, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 0.9776, loss: 0.9776, grad_norm: 11.8135 2020-10-12 14:23:41,815 - mmaction - INFO - Epoch [41][2020/3520] lr: 7.500e-05, eta: 9:12:59, time: 1.048, data_time: 0.004, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.9047, loss: 0.9047, grad_norm: 10.9837 2020-10-12 14:24:01,941 - mmaction - INFO - Epoch [41][2040/3520] lr: 7.500e-05, eta: 9:12:39, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9302, loss_cls: 0.9098, loss: 0.9098, grad_norm: 11.1433 2020-10-12 14:24:22,462 - mmaction - INFO - Epoch [41][2060/3520] lr: 7.500e-05, eta: 9:12:19, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.9420, loss: 0.9420, grad_norm: 11.5721 2020-10-12 14:24:42,145 - mmaction - INFO - Epoch [41][2080/3520] lr: 7.500e-05, eta: 9:11:59, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8709, loss: 0.8709, grad_norm: 10.8514 2020-10-12 14:25:01,629 - mmaction - INFO - Epoch [41][2100/3520] lr: 7.500e-05, eta: 9:11:39, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9240, loss_cls: 0.9865, loss: 0.9865, grad_norm: 12.0774 2020-10-12 14:25:22,306 - mmaction - INFO - Epoch [41][2120/3520] lr: 7.500e-05, eta: 9:11:19, time: 1.036, data_time: 0.008, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0169, loss: 1.0169, grad_norm: 11.6744 2020-10-12 14:25:41,854 - mmaction - INFO - Epoch [41][2140/3520] lr: 7.500e-05, eta: 9:10:59, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9250, loss_cls: 0.8963, loss: 0.8963, grad_norm: 11.4337 2020-10-12 14:26:01,536 - mmaction - INFO - Epoch [41][2160/3520] lr: 7.500e-05, eta: 9:10:39, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9240, loss_cls: 0.9591, loss: 0.9591, grad_norm: 11.6861 2020-10-12 14:26:22,339 - mmaction - INFO - Epoch [41][2180/3520] lr: 7.500e-05, eta: 9:10:19, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9031, loss_cls: 1.0552, loss: 1.0552, grad_norm: 12.3111 2020-10-12 14:26:41,152 - mmaction - INFO - Epoch [41][2200/3520] lr: 7.500e-05, eta: 9:09:59, time: 0.939, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9621, loss: 0.9621, grad_norm: 11.4191 2020-10-12 14:27:00,769 - mmaction - INFO - Epoch [41][2220/3520] lr: 7.500e-05, eta: 9:09:39, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9146, loss_cls: 1.0007, loss: 1.0007, grad_norm: 12.0174 2020-10-12 14:27:21,194 - mmaction - INFO - Epoch [41][2240/3520] lr: 7.500e-05, eta: 9:09:19, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9062, loss_cls: 1.0142, loss: 1.0142, grad_norm: 12.0130 2020-10-12 14:27:40,689 - mmaction - INFO - Epoch [41][2260/3520] lr: 7.500e-05, eta: 9:08:59, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.9167, loss: 0.9167, grad_norm: 11.1599 2020-10-12 14:28:02,014 - mmaction - INFO - Epoch [41][2280/3520] lr: 7.500e-05, eta: 9:08:39, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9146, loss_cls: 1.0015, loss: 1.0015, grad_norm: 11.9364 2020-10-12 14:28:22,066 - mmaction - INFO - Epoch [41][2300/3520] lr: 7.500e-05, eta: 9:08:19, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9226, loss: 0.9226, grad_norm: 11.2225 2020-10-12 14:28:42,375 - mmaction - INFO - Epoch [41][2320/3520] lr: 7.500e-05, eta: 9:07:59, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9501, loss: 0.9501, grad_norm: 11.2187 2020-10-12 14:29:02,427 - mmaction - INFO - Epoch [41][2340/3520] lr: 7.500e-05, eta: 9:07:39, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9167, loss_cls: 0.9986, loss: 0.9986, grad_norm: 12.4135 2020-10-12 14:29:23,043 - mmaction - INFO - Epoch [41][2360/3520] lr: 7.500e-05, eta: 9:07:19, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9115, loss_cls: 0.9784, loss: 0.9784, grad_norm: 11.6721 2020-10-12 14:29:42,399 - mmaction - INFO - Epoch [41][2380/3520] lr: 7.500e-05, eta: 9:06:59, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.8809, loss: 0.8809, grad_norm: 11.5079 2020-10-12 14:30:02,949 - mmaction - INFO - Epoch [41][2400/3520] lr: 7.500e-05, eta: 9:06:39, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9125, loss_cls: 1.0338, loss: 1.0338, grad_norm: 11.9746 2020-10-12 14:30:22,906 - mmaction - INFO - Epoch [41][2420/3520] lr: 7.500e-05, eta: 9:06:19, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9073, loss_cls: 0.9386, loss: 0.9386, grad_norm: 11.4038 2020-10-12 14:30:42,963 - mmaction - INFO - Epoch [41][2440/3520] lr: 7.500e-05, eta: 9:05:59, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0218, loss: 1.0218, grad_norm: 12.0008 2020-10-12 14:31:03,114 - mmaction - INFO - Epoch [41][2460/3520] lr: 7.500e-05, eta: 9:05:39, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9115, loss_cls: 1.0275, loss: 1.0275, grad_norm: 11.9289 2020-10-12 14:31:23,529 - mmaction - INFO - Epoch [41][2480/3520] lr: 7.500e-05, eta: 9:05:19, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0255, loss: 1.0255, grad_norm: 12.1047 2020-10-12 14:31:43,929 - mmaction - INFO - Epoch [41][2500/3520] lr: 7.500e-05, eta: 9:04:59, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9094, loss_cls: 1.0182, loss: 1.0182, grad_norm: 11.7238 2020-10-12 14:32:04,138 - mmaction - INFO - Epoch [41][2520/3520] lr: 7.500e-05, eta: 9:04:39, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9208, loss_cls: 1.0004, loss: 1.0004, grad_norm: 11.9802 2020-10-12 14:32:23,432 - mmaction - INFO - Epoch [41][2540/3520] lr: 7.500e-05, eta: 9:04:19, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.9301, loss: 0.9301, grad_norm: 11.5764 2020-10-12 14:32:43,695 - mmaction - INFO - Epoch [41][2560/3520] lr: 7.500e-05, eta: 9:03:59, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9104, loss_cls: 0.9380, loss: 0.9380, grad_norm: 11.6066 2020-10-12 14:33:04,603 - mmaction - INFO - Epoch [41][2580/3520] lr: 7.500e-05, eta: 9:03:40, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9208, loss_cls: 0.9515, loss: 0.9515, grad_norm: 11.9224 2020-10-12 14:33:23,949 - mmaction - INFO - Epoch [41][2600/3520] lr: 7.500e-05, eta: 9:03:19, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9396, loss_cls: 0.8758, loss: 0.8758, grad_norm: 10.9876 2020-10-12 14:33:43,885 - mmaction - INFO - Epoch [41][2620/3520] lr: 7.500e-05, eta: 9:02:59, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9260, loss_cls: 0.9290, loss: 0.9290, grad_norm: 11.8869 2020-10-12 14:34:03,454 - mmaction - INFO - Epoch [41][2640/3520] lr: 7.500e-05, eta: 9:02:39, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9083, loss_cls: 0.9945, loss: 0.9945, grad_norm: 11.6428 2020-10-12 14:34:23,942 - mmaction - INFO - Epoch [41][2660/3520] lr: 7.500e-05, eta: 9:02:19, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9292, loss_cls: 0.9459, loss: 0.9459, grad_norm: 11.5940 2020-10-12 14:34:43,972 - mmaction - INFO - Epoch [41][2680/3520] lr: 7.500e-05, eta: 9:01:59, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9073, loss_cls: 0.9908, loss: 0.9908, grad_norm: 11.9240 2020-10-12 14:35:05,962 - mmaction - INFO - Epoch [41][2700/3520] lr: 7.500e-05, eta: 9:01:40, time: 1.100, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9240, loss_cls: 0.9896, loss: 0.9896, grad_norm: 12.2934 2020-10-12 14:35:24,949 - mmaction - INFO - Epoch [41][2720/3520] lr: 7.500e-05, eta: 9:01:20, time: 0.948, data_time: 0.002, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 0.9696, loss: 0.9696, grad_norm: 12.1005 2020-10-12 14:35:45,808 - mmaction - INFO - Epoch [41][2740/3520] lr: 7.500e-05, eta: 9:01:00, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9156, loss_cls: 0.9842, loss: 0.9842, grad_norm: 11.8900 2020-10-12 14:36:05,675 - mmaction - INFO - Epoch [41][2760/3520] lr: 7.500e-05, eta: 9:00:40, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9087, loss: 0.9087, grad_norm: 11.6314 2020-10-12 14:36:25,500 - mmaction - INFO - Epoch [41][2780/3520] lr: 7.500e-05, eta: 9:00:20, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9052, loss_cls: 0.9978, loss: 0.9978, grad_norm: 12.0654 2020-10-12 14:36:45,763 - mmaction - INFO - Epoch [41][2800/3520] lr: 7.500e-05, eta: 9:00:00, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9156, loss_cls: 0.9666, loss: 0.9666, grad_norm: 11.4675 2020-10-12 14:37:06,345 - mmaction - INFO - Epoch [41][2820/3520] lr: 7.500e-05, eta: 8:59:40, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9115, loss_cls: 0.9495, loss: 0.9495, grad_norm: 10.9618 2020-10-12 14:37:25,394 - mmaction - INFO - Epoch [41][2840/3520] lr: 7.500e-05, eta: 8:59:20, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9323, loss_cls: 0.8856, loss: 0.8856, grad_norm: 11.4562 2020-10-12 14:37:45,201 - mmaction - INFO - Epoch [41][2860/3520] lr: 7.500e-05, eta: 8:59:00, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.9672, loss: 0.9672, grad_norm: 11.7302 2020-10-12 14:38:06,796 - mmaction - INFO - Epoch [41][2880/3520] lr: 7.500e-05, eta: 8:58:40, time: 1.078, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8896, loss: 0.8896, grad_norm: 11.2015 2020-10-12 14:38:26,416 - mmaction - INFO - Epoch [41][2900/3520] lr: 7.500e-05, eta: 8:58:20, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9281, loss_cls: 0.9561, loss: 0.9561, grad_norm: 11.9629 2020-10-12 14:38:45,742 - mmaction - INFO - Epoch [41][2920/3520] lr: 7.500e-05, eta: 8:58:00, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9302, loss_cls: 0.9735, loss: 0.9735, grad_norm: 12.1252 2020-10-12 14:39:06,462 - mmaction - INFO - Epoch [41][2940/3520] lr: 7.500e-05, eta: 8:57:40, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9219, loss_cls: 0.9284, loss: 0.9284, grad_norm: 11.3531 2020-10-12 14:39:27,870 - mmaction - INFO - Epoch [41][2960/3520] lr: 7.500e-05, eta: 8:57:20, time: 1.074, data_time: 0.007, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9115, loss_cls: 1.0398, loss: 1.0398, grad_norm: 12.4024 2020-10-12 14:39:46,972 - mmaction - INFO - Epoch [41][2980/3520] lr: 7.500e-05, eta: 8:57:00, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0060, loss: 1.0060, grad_norm: 12.0707 2020-10-12 14:40:06,465 - mmaction - INFO - Epoch [41][3000/3520] lr: 7.500e-05, eta: 8:56:40, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9302, loss_cls: 0.9153, loss: 0.9153, grad_norm: 11.7648 2020-10-12 14:40:27,942 - mmaction - INFO - Epoch [41][3020/3520] lr: 7.500e-05, eta: 8:56:20, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 0.9604, loss: 0.9604, grad_norm: 12.0436 2020-10-12 14:40:47,807 - mmaction - INFO - Epoch [41][3040/3520] lr: 7.500e-05, eta: 8:56:00, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9010, loss_cls: 1.0592, loss: 1.0592, grad_norm: 12.1342 2020-10-12 14:41:06,940 - mmaction - INFO - Epoch [41][3060/3520] lr: 7.500e-05, eta: 8:55:40, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9229, loss_cls: 0.9870, loss: 0.9870, grad_norm: 11.9389 2020-10-12 14:41:26,743 - mmaction - INFO - Epoch [41][3080/3520] lr: 7.500e-05, eta: 8:55:20, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9182, loss: 0.9182, grad_norm: 11.3641 2020-10-12 14:41:48,664 - mmaction - INFO - Epoch [41][3100/3520] lr: 7.500e-05, eta: 8:55:00, time: 1.097, data_time: 0.003, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9083, loss_cls: 1.0384, loss: 1.0384, grad_norm: 12.4295 2020-10-12 14:42:08,683 - mmaction - INFO - Epoch [41][3120/3520] lr: 7.500e-05, eta: 8:54:40, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9730, loss: 0.9730, grad_norm: 11.7485 2020-10-12 14:42:27,910 - mmaction - INFO - Epoch [41][3140/3520] lr: 7.500e-05, eta: 8:54:20, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9302, loss_cls: 0.9736, loss: 0.9736, grad_norm: 12.0850 2020-10-12 14:42:47,779 - mmaction - INFO - Epoch [41][3160/3520] lr: 7.500e-05, eta: 8:54:00, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9125, loss_cls: 1.0383, loss: 1.0383, grad_norm: 11.7951 2020-10-12 14:43:08,064 - mmaction - INFO - Epoch [41][3180/3520] lr: 7.500e-05, eta: 8:53:40, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9333, loss_cls: 0.9291, loss: 0.9291, grad_norm: 11.5364 2020-10-12 14:43:28,146 - mmaction - INFO - Epoch [41][3200/3520] lr: 7.500e-05, eta: 8:53:20, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9196, loss: 0.9196, grad_norm: 11.7766 2020-10-12 14:43:47,898 - mmaction - INFO - Epoch [41][3220/3520] lr: 7.500e-05, eta: 8:53:00, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 0.9640, loss: 0.9640, grad_norm: 11.5424 2020-10-12 14:44:08,000 - mmaction - INFO - Epoch [41][3240/3520] lr: 7.500e-05, eta: 8:52:40, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9219, loss_cls: 0.9387, loss: 0.9387, grad_norm: 11.6759 2020-10-12 14:44:28,653 - mmaction - INFO - Epoch [41][3260/3520] lr: 7.500e-05, eta: 8:52:20, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9281, loss_cls: 0.8883, loss: 0.8883, grad_norm: 11.2164 2020-10-12 14:44:48,938 - mmaction - INFO - Epoch [41][3280/3520] lr: 7.500e-05, eta: 8:52:01, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9033, loss: 0.9033, grad_norm: 11.5093 2020-10-12 14:45:09,558 - mmaction - INFO - Epoch [41][3300/3520] lr: 7.500e-05, eta: 8:51:41, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9281, loss_cls: 0.9044, loss: 0.9044, grad_norm: 11.5604 2020-10-12 14:45:29,015 - mmaction - INFO - Epoch [41][3320/3520] lr: 7.500e-05, eta: 8:51:21, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9366, loss: 0.9366, grad_norm: 11.9157 2020-10-12 14:45:49,544 - mmaction - INFO - Epoch [41][3340/3520] lr: 7.500e-05, eta: 8:51:01, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9688, loss: 0.9688, grad_norm: 11.8543 2020-10-12 14:46:10,297 - mmaction - INFO - Epoch [41][3360/3520] lr: 7.500e-05, eta: 8:50:41, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9638, loss: 0.9638, grad_norm: 11.9236 2020-10-12 14:46:30,711 - mmaction - INFO - Epoch [41][3380/3520] lr: 7.500e-05, eta: 8:50:21, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0652, loss: 1.0652, grad_norm: 12.0300 2020-10-12 14:46:50,996 - mmaction - INFO - Epoch [41][3400/3520] lr: 7.500e-05, eta: 8:50:01, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9271, loss_cls: 0.9261, loss: 0.9261, grad_norm: 11.8693 2020-10-12 14:47:10,395 - mmaction - INFO - Epoch [41][3420/3520] lr: 7.500e-05, eta: 8:49:41, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9477, loss: 0.9477, grad_norm: 11.7387 2020-10-12 14:47:30,694 - mmaction - INFO - Epoch [41][3440/3520] lr: 7.500e-05, eta: 8:49:21, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.9612, loss: 0.9612, grad_norm: 11.6451 2020-10-12 14:47:50,762 - mmaction - INFO - Epoch [41][3460/3520] lr: 7.500e-05, eta: 8:49:01, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9333, loss_cls: 0.9258, loss: 0.9258, grad_norm: 11.8337 2020-10-12 14:48:09,970 - mmaction - INFO - Epoch [41][3480/3520] lr: 7.500e-05, eta: 8:48:41, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9219, loss_cls: 0.9559, loss: 0.9559, grad_norm: 11.4748 2020-10-12 14:48:29,965 - mmaction - INFO - Epoch [41][3500/3520] lr: 7.500e-05, eta: 8:48:21, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9229, loss_cls: 0.9444, loss: 0.9444, grad_norm: 11.7388 2020-10-12 14:48:48,965 - mmaction - INFO - Epoch [41][3520/3520] lr: 7.500e-05, eta: 8:48:01, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.7489, top5_acc: 0.9054, loss_cls: 0.9852, loss: 0.9852, grad_norm: 12.7342 2020-10-12 14:48:49,404 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-10-12 14:49:22,751 - mmaction - INFO - Epoch [42][20/3520] lr: 7.500e-05, eta: 8:47:43, time: 1.640, data_time: 0.682, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9375, loss_cls: 0.8365, loss: 0.8365, grad_norm: 11.0515 2020-10-12 14:49:42,319 - mmaction - INFO - Epoch [42][40/3520] lr: 7.500e-05, eta: 8:47:23, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 0.9990, loss: 0.9990, grad_norm: 12.1329 2020-10-12 14:50:01,056 - mmaction - INFO - Epoch [42][60/3520] lr: 7.500e-05, eta: 8:47:03, time: 0.936, data_time: 0.004, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.9012, loss: 0.9012, grad_norm: 11.3202 2020-10-12 14:50:22,061 - mmaction - INFO - Epoch [42][80/3520] lr: 7.500e-05, eta: 8:46:43, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9250, loss_cls: 0.9592, loss: 0.9592, grad_norm: 11.9957 2020-10-12 14:50:40,802 - mmaction - INFO - Epoch [42][100/3520] lr: 7.500e-05, eta: 8:46:23, time: 0.937, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9302, loss_cls: 0.9026, loss: 0.9026, grad_norm: 11.4542 2020-10-12 14:51:01,175 - mmaction - INFO - Epoch [42][120/3520] lr: 7.500e-05, eta: 8:46:03, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9302, loss_cls: 0.9578, loss: 0.9578, grad_norm: 11.9466 2020-10-12 14:51:21,385 - mmaction - INFO - Epoch [42][140/3520] lr: 7.500e-05, eta: 8:45:43, time: 1.012, data_time: 0.008, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9219, loss_cls: 0.9692, loss: 0.9692, grad_norm: 11.6901 2020-10-12 14:51:42,901 - mmaction - INFO - Epoch [42][160/3520] lr: 7.500e-05, eta: 8:45:23, time: 1.075, data_time: 0.003, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9303, loss: 0.9303, grad_norm: 11.7959 2020-10-12 14:52:01,969 - mmaction - INFO - Epoch [42][180/3520] lr: 7.500e-05, eta: 8:45:03, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9281, loss_cls: 0.8522, loss: 0.8522, grad_norm: 10.9966 2020-10-12 14:52:22,344 - mmaction - INFO - Epoch [42][200/3520] lr: 7.500e-05, eta: 8:44:43, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9167, loss_cls: 0.9733, loss: 0.9733, grad_norm: 11.9219 2020-10-12 14:52:41,607 - mmaction - INFO - Epoch [42][220/3520] lr: 7.500e-05, eta: 8:44:23, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9281, loss_cls: 0.9115, loss: 0.9115, grad_norm: 11.6193 2020-10-12 14:53:01,426 - mmaction - INFO - Epoch [42][240/3520] lr: 7.500e-05, eta: 8:44:03, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 0.9687, loss: 0.9687, grad_norm: 11.7472 2020-10-12 14:53:21,190 - mmaction - INFO - Epoch [42][260/3520] lr: 7.500e-05, eta: 8:43:43, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9431, loss: 0.9431, grad_norm: 11.4520 2020-10-12 14:53:41,460 - mmaction - INFO - Epoch [42][280/3520] lr: 7.500e-05, eta: 8:43:23, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9135, loss_cls: 0.9458, loss: 0.9458, grad_norm: 11.5009 2020-10-12 14:54:01,083 - mmaction - INFO - Epoch [42][300/3520] lr: 7.500e-05, eta: 8:43:03, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9323, loss_cls: 0.9130, loss: 0.9130, grad_norm: 10.9266 2020-10-12 14:54:21,789 - mmaction - INFO - Epoch [42][320/3520] lr: 7.500e-05, eta: 8:42:43, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9177, loss_cls: 1.0035, loss: 1.0035, grad_norm: 11.8692 2020-10-12 14:54:42,576 - mmaction - INFO - Epoch [42][340/3520] lr: 7.500e-05, eta: 8:42:23, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 0.9617, loss: 0.9617, grad_norm: 11.7841 2020-10-12 14:55:03,433 - mmaction - INFO - Epoch [42][360/3520] lr: 7.500e-05, eta: 8:42:03, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9281, loss_cls: 0.9255, loss: 0.9255, grad_norm: 11.5200 2020-10-12 14:55:22,847 - mmaction - INFO - Epoch [42][380/3520] lr: 7.500e-05, eta: 8:41:43, time: 0.971, data_time: 0.003, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9177, loss_cls: 0.9803, loss: 0.9803, grad_norm: 11.9397 2020-10-12 14:55:42,625 - mmaction - INFO - Epoch [42][400/3520] lr: 7.500e-05, eta: 8:41:23, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9125, loss_cls: 0.9335, loss: 0.9335, grad_norm: 11.0938 2020-10-12 14:56:02,866 - mmaction - INFO - Epoch [42][420/3520] lr: 7.500e-05, eta: 8:41:03, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.9480, loss: 0.9480, grad_norm: 11.3748 2020-10-12 14:56:22,989 - mmaction - INFO - Epoch [42][440/3520] lr: 7.500e-05, eta: 8:40:43, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9177, loss_cls: 0.9529, loss: 0.9529, grad_norm: 11.6351 2020-10-12 14:56:44,172 - mmaction - INFO - Epoch [42][460/3520] lr: 7.500e-05, eta: 8:40:24, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9219, loss_cls: 0.9458, loss: 0.9458, grad_norm: 11.7218 2020-10-12 14:57:04,096 - mmaction - INFO - Epoch [42][480/3520] lr: 7.500e-05, eta: 8:40:04, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9240, loss_cls: 0.9309, loss: 0.9309, grad_norm: 11.7481 2020-10-12 14:57:24,930 - mmaction - INFO - Epoch [42][500/3520] lr: 7.500e-05, eta: 8:39:44, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8788, loss: 0.8788, grad_norm: 11.3437 2020-10-12 14:57:44,409 - mmaction - INFO - Epoch [42][520/3520] lr: 7.500e-05, eta: 8:39:24, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9021, loss_cls: 1.0390, loss: 1.0390, grad_norm: 12.5938 2020-10-12 14:58:04,502 - mmaction - INFO - Epoch [42][540/3520] lr: 7.500e-05, eta: 8:39:04, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9146, loss_cls: 0.9423, loss: 0.9423, grad_norm: 11.7077 2020-10-12 14:58:24,974 - mmaction - INFO - Epoch [42][560/3520] lr: 7.500e-05, eta: 8:38:44, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 0.9812, loss: 0.9812, grad_norm: 11.7478 2020-10-12 14:58:45,043 - mmaction - INFO - Epoch [42][580/3520] lr: 7.500e-05, eta: 8:38:24, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9312, loss_cls: 0.8608, loss: 0.8608, grad_norm: 11.3334 2020-10-12 14:59:04,859 - mmaction - INFO - Epoch [42][600/3520] lr: 7.500e-05, eta: 8:38:04, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9476, loss: 0.9476, grad_norm: 11.8837 2020-10-12 14:59:24,854 - mmaction - INFO - Epoch [42][620/3520] lr: 7.500e-05, eta: 8:37:44, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9146, loss_cls: 0.9745, loss: 0.9745, grad_norm: 11.4161 2020-10-12 14:59:44,825 - mmaction - INFO - Epoch [42][640/3520] lr: 7.500e-05, eta: 8:37:24, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9125, loss_cls: 0.9983, loss: 0.9983, grad_norm: 11.9020 2020-10-12 15:00:07,896 - mmaction - INFO - Epoch [42][660/3520] lr: 7.500e-05, eta: 8:37:04, time: 1.147, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9198, loss_cls: 0.9144, loss: 0.9144, grad_norm: 11.5412 2020-10-12 15:00:27,389 - mmaction - INFO - Epoch [42][680/3520] lr: 7.500e-05, eta: 8:36:44, time: 0.978, data_time: 0.011, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9052, loss_cls: 1.0269, loss: 1.0269, grad_norm: 11.8667 2020-10-12 15:00:48,985 - mmaction - INFO - Epoch [42][700/3520] lr: 7.500e-05, eta: 8:36:25, time: 1.083, data_time: 0.007, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9260, loss_cls: 0.9680, loss: 0.9680, grad_norm: 11.5934 2020-10-12 15:01:09,350 - mmaction - INFO - Epoch [42][720/3520] lr: 7.500e-05, eta: 8:36:05, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9104, loss_cls: 1.0358, loss: 1.0358, grad_norm: 12.0915 2020-10-12 15:01:28,714 - mmaction - INFO - Epoch [42][740/3520] lr: 7.500e-05, eta: 8:35:45, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9198, loss_cls: 1.0109, loss: 1.0109, grad_norm: 12.1463 2020-10-12 15:01:48,807 - mmaction - INFO - Epoch [42][760/3520] lr: 7.500e-05, eta: 8:35:25, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9930, loss: 0.9930, grad_norm: 12.2346 2020-10-12 15:02:10,027 - mmaction - INFO - Epoch [42][780/3520] lr: 7.500e-05, eta: 8:35:05, time: 1.059, data_time: 0.003, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9406, loss_cls: 0.8792, loss: 0.8792, grad_norm: 11.5618 2020-10-12 15:02:29,527 - mmaction - INFO - Epoch [42][800/3520] lr: 7.500e-05, eta: 8:34:45, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9177, loss_cls: 0.9515, loss: 0.9515, grad_norm: 11.5302 2020-10-12 15:02:49,958 - mmaction - INFO - Epoch [42][820/3520] lr: 7.500e-05, eta: 8:34:25, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9156, loss_cls: 0.9125, loss: 0.9125, grad_norm: 11.4545 2020-10-12 15:03:11,302 - mmaction - INFO - Epoch [42][840/3520] lr: 7.500e-05, eta: 8:34:05, time: 1.070, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9260, loss_cls: 0.9507, loss: 0.9507, grad_norm: 11.4271 2020-10-12 15:03:30,741 - mmaction - INFO - Epoch [42][860/3520] lr: 7.500e-05, eta: 8:33:45, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9125, loss_cls: 0.9571, loss: 0.9571, grad_norm: 11.6517 2020-10-12 15:03:51,016 - mmaction - INFO - Epoch [42][880/3520] lr: 7.500e-05, eta: 8:33:25, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9167, loss_cls: 1.0168, loss: 1.0168, grad_norm: 12.0882 2020-10-12 15:04:11,288 - mmaction - INFO - Epoch [42][900/3520] lr: 7.500e-05, eta: 8:33:05, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9167, loss_cls: 0.9514, loss: 0.9514, grad_norm: 11.5667 2020-10-12 15:04:32,094 - mmaction - INFO - Epoch [42][920/3520] lr: 7.500e-05, eta: 8:32:45, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8054, loss: 0.8054, grad_norm: 11.3948 2020-10-12 15:04:51,893 - mmaction - INFO - Epoch [42][940/3520] lr: 7.500e-05, eta: 8:32:25, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9063, loss_cls: 1.0736, loss: 1.0736, grad_norm: 12.6809 2020-10-12 15:05:11,423 - mmaction - INFO - Epoch [42][960/3520] lr: 7.500e-05, eta: 8:32:05, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9229, loss_cls: 0.9503, loss: 0.9503, grad_norm: 11.8421 2020-10-12 15:05:31,304 - mmaction - INFO - Epoch [42][980/3520] lr: 7.500e-05, eta: 8:31:45, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9487, loss: 0.9487, grad_norm: 11.5183 2020-10-12 15:05:51,522 - mmaction - INFO - Epoch [42][1000/3520] lr: 7.500e-05, eta: 8:31:25, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9302, loss_cls: 0.8585, loss: 0.8585, grad_norm: 11.1181 2020-10-12 15:06:11,907 - mmaction - INFO - Epoch [42][1020/3520] lr: 7.500e-05, eta: 8:31:05, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9240, loss_cls: 0.9419, loss: 0.9419, grad_norm: 11.6921 2020-10-12 15:06:31,686 - mmaction - INFO - Epoch [42][1040/3520] lr: 7.500e-05, eta: 8:30:45, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9208, loss_cls: 0.9678, loss: 0.9678, grad_norm: 11.6392 2020-10-12 15:06:51,771 - mmaction - INFO - Epoch [42][1060/3520] lr: 7.500e-05, eta: 8:30:25, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9198, loss_cls: 0.9381, loss: 0.9381, grad_norm: 11.7219 2020-10-12 15:07:11,855 - mmaction - INFO - Epoch [42][1080/3520] lr: 7.500e-05, eta: 8:30:05, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9622, loss: 0.9622, grad_norm: 11.4314 2020-10-12 15:07:32,183 - mmaction - INFO - Epoch [42][1100/3520] lr: 7.500e-05, eta: 8:29:45, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.9235, loss: 0.9235, grad_norm: 11.4744 2020-10-12 15:07:52,906 - mmaction - INFO - Epoch [42][1120/3520] lr: 7.500e-05, eta: 8:29:25, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7417, top5_acc: 0.8969, loss_cls: 1.0303, loss: 1.0303, grad_norm: 11.9062 2020-10-12 15:08:13,484 - mmaction - INFO - Epoch [42][1140/3520] lr: 7.500e-05, eta: 8:29:05, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9208, loss_cls: 0.9525, loss: 0.9525, grad_norm: 11.3770 2020-10-12 15:08:33,185 - mmaction - INFO - Epoch [42][1160/3520] lr: 7.500e-05, eta: 8:28:45, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9177, loss_cls: 0.9677, loss: 0.9677, grad_norm: 12.2045 2020-10-12 15:08:53,286 - mmaction - INFO - Epoch [42][1180/3520] lr: 7.500e-05, eta: 8:28:25, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9077, loss: 0.9077, grad_norm: 11.5448 2020-10-12 15:09:12,586 - mmaction - INFO - Epoch [42][1200/3520] lr: 7.500e-05, eta: 8:28:05, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9281, loss_cls: 0.8990, loss: 0.8990, grad_norm: 11.2763 2020-10-12 15:09:32,529 - mmaction - INFO - Epoch [42][1220/3520] lr: 7.500e-05, eta: 8:27:45, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9062, loss_cls: 0.9521, loss: 0.9521, grad_norm: 11.6938 2020-10-12 15:09:53,290 - mmaction - INFO - Epoch [42][1240/3520] lr: 7.500e-05, eta: 8:27:25, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9167, loss_cls: 0.9415, loss: 0.9415, grad_norm: 11.8435 2020-10-12 15:10:13,364 - mmaction - INFO - Epoch [42][1260/3520] lr: 7.500e-05, eta: 8:27:05, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9188, loss_cls: 0.9365, loss: 0.9365, grad_norm: 11.7028 2020-10-12 15:10:33,347 - mmaction - INFO - Epoch [42][1280/3520] lr: 7.500e-05, eta: 8:26:45, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9337, loss: 0.9337, grad_norm: 11.5606 2020-10-12 15:10:53,814 - mmaction - INFO - Epoch [42][1300/3520] lr: 7.500e-05, eta: 8:26:25, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9354, loss_cls: 0.9283, loss: 0.9283, grad_norm: 11.7542 2020-10-12 15:11:13,323 - mmaction - INFO - Epoch [42][1320/3520] lr: 7.500e-05, eta: 8:26:05, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9313, loss_cls: 0.8603, loss: 0.8603, grad_norm: 10.8021 2020-10-12 15:11:33,086 - mmaction - INFO - Epoch [42][1340/3520] lr: 7.500e-05, eta: 8:25:45, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9229, loss_cls: 0.9757, loss: 0.9757, grad_norm: 12.1465 2020-10-12 15:11:52,864 - mmaction - INFO - Epoch [42][1360/3520] lr: 7.500e-05, eta: 8:25:25, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0039, loss: 1.0039, grad_norm: 12.1735 2020-10-12 15:12:13,242 - mmaction - INFO - Epoch [42][1380/3520] lr: 7.500e-05, eta: 8:25:05, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9435, loss: 0.9435, grad_norm: 11.8351 2020-10-12 15:12:33,796 - mmaction - INFO - Epoch [42][1400/3520] lr: 7.500e-05, eta: 8:24:45, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9177, loss_cls: 0.9394, loss: 0.9394, grad_norm: 11.7563 2020-10-12 15:12:54,336 - mmaction - INFO - Epoch [42][1420/3520] lr: 7.500e-05, eta: 8:24:26, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9698, loss: 0.9698, grad_norm: 11.5493 2020-10-12 15:13:14,927 - mmaction - INFO - Epoch [42][1440/3520] lr: 7.500e-05, eta: 8:24:06, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9229, loss_cls: 0.9597, loss: 0.9597, grad_norm: 11.9728 2020-10-12 15:13:35,651 - mmaction - INFO - Epoch [42][1460/3520] lr: 7.500e-05, eta: 8:23:46, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9303, loss: 0.9303, grad_norm: 11.6106 2020-10-12 15:13:55,059 - mmaction - INFO - Epoch [42][1480/3520] lr: 7.500e-05, eta: 8:23:26, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9385, loss: 0.9385, grad_norm: 11.6694 2020-10-12 15:14:14,982 - mmaction - INFO - Epoch [42][1500/3520] lr: 7.500e-05, eta: 8:23:06, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9385, loss_cls: 0.8234, loss: 0.8234, grad_norm: 10.9074 2020-10-12 15:14:35,851 - mmaction - INFO - Epoch [42][1520/3520] lr: 7.500e-05, eta: 8:22:46, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9396, loss_cls: 0.8364, loss: 0.8364, grad_norm: 10.9218 2020-10-12 15:14:56,065 - mmaction - INFO - Epoch [42][1540/3520] lr: 7.500e-05, eta: 8:22:26, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9371, loss: 0.9371, grad_norm: 12.0915 2020-10-12 15:15:15,282 - mmaction - INFO - Epoch [42][1560/3520] lr: 7.500e-05, eta: 8:22:06, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9413, loss: 0.9413, grad_norm: 11.8550 2020-10-12 15:15:35,987 - mmaction - INFO - Epoch [42][1580/3520] lr: 7.500e-05, eta: 8:21:46, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0686, loss: 1.0686, grad_norm: 12.6909 2020-10-12 15:15:56,120 - mmaction - INFO - Epoch [42][1600/3520] lr: 7.500e-05, eta: 8:21:26, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9177, loss_cls: 0.8862, loss: 0.8862, grad_norm: 11.1505 2020-10-12 15:16:15,827 - mmaction - INFO - Epoch [42][1620/3520] lr: 7.500e-05, eta: 8:21:06, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8724, loss: 0.8724, grad_norm: 11.4619 2020-10-12 15:16:36,096 - mmaction - INFO - Epoch [42][1640/3520] lr: 7.500e-05, eta: 8:20:46, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9323, loss_cls: 0.9182, loss: 0.9182, grad_norm: 11.8409 2020-10-12 15:16:56,839 - mmaction - INFO - Epoch [42][1660/3520] lr: 7.500e-05, eta: 8:20:26, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 0.9501, loss: 0.9501, grad_norm: 12.3002 2020-10-12 15:17:16,290 - mmaction - INFO - Epoch [42][1680/3520] lr: 7.500e-05, eta: 8:20:06, time: 0.975, data_time: 0.008, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9250, loss_cls: 0.9765, loss: 0.9765, grad_norm: 11.6711 2020-10-12 15:17:36,089 - mmaction - INFO - Epoch [42][1700/3520] lr: 7.500e-05, eta: 8:19:46, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9240, loss_cls: 0.9507, loss: 0.9507, grad_norm: 11.6266 2020-10-12 15:17:56,797 - mmaction - INFO - Epoch [42][1720/3520] lr: 7.500e-05, eta: 8:19:26, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9240, loss_cls: 0.9640, loss: 0.9640, grad_norm: 12.4085 2020-10-12 15:18:17,822 - mmaction - INFO - Epoch [42][1740/3520] lr: 7.500e-05, eta: 8:19:06, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.8902, loss: 0.8902, grad_norm: 10.8791 2020-10-12 15:18:39,979 - mmaction - INFO - Epoch [42][1760/3520] lr: 7.500e-05, eta: 8:18:47, time: 1.110, data_time: 0.004, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9021, loss_cls: 1.0001, loss: 1.0001, grad_norm: 11.5268 2020-10-12 15:18:58,942 - mmaction - INFO - Epoch [42][1780/3520] lr: 7.500e-05, eta: 8:18:26, time: 0.946, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.9292, loss: 0.9292, grad_norm: 11.4078 2020-10-12 15:19:18,657 - mmaction - INFO - Epoch [42][1800/3520] lr: 7.500e-05, eta: 8:18:06, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9240, loss_cls: 0.8879, loss: 0.8879, grad_norm: 11.6642 2020-10-12 15:19:39,089 - mmaction - INFO - Epoch [42][1820/3520] lr: 7.500e-05, eta: 8:17:46, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9115, loss_cls: 0.9454, loss: 0.9454, grad_norm: 11.4772 2020-10-12 15:19:59,444 - mmaction - INFO - Epoch [42][1840/3520] lr: 7.500e-05, eta: 8:17:26, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8758, loss: 0.8758, grad_norm: 11.2150 2020-10-12 15:20:19,917 - mmaction - INFO - Epoch [42][1860/3520] lr: 7.500e-05, eta: 8:17:07, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9219, loss_cls: 0.9369, loss: 0.9369, grad_norm: 11.5935 2020-10-12 15:20:40,557 - mmaction - INFO - Epoch [42][1880/3520] lr: 7.500e-05, eta: 8:16:47, time: 1.032, data_time: 0.003, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9314, loss: 0.9314, grad_norm: 11.7917 2020-10-12 15:21:01,751 - mmaction - INFO - Epoch [42][1900/3520] lr: 7.500e-05, eta: 8:16:27, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9146, loss_cls: 1.0118, loss: 1.0118, grad_norm: 12.2227 2020-10-12 15:21:22,050 - mmaction - INFO - Epoch [42][1920/3520] lr: 7.500e-05, eta: 8:16:07, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9029, loss: 0.9029, grad_norm: 11.6636 2020-10-12 15:21:41,977 - mmaction - INFO - Epoch [42][1940/3520] lr: 7.500e-05, eta: 8:15:47, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9009, loss: 0.9009, grad_norm: 11.3995 2020-10-12 15:22:01,665 - mmaction - INFO - Epoch [42][1960/3520] lr: 7.500e-05, eta: 8:15:27, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9125, loss_cls: 0.9518, loss: 0.9518, grad_norm: 11.7156 2020-10-12 15:22:21,646 - mmaction - INFO - Epoch [42][1980/3520] lr: 7.500e-05, eta: 8:15:07, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9208, loss_cls: 0.9843, loss: 0.9843, grad_norm: 12.3600 2020-10-12 15:22:41,583 - mmaction - INFO - Epoch [42][2000/3520] lr: 7.500e-05, eta: 8:14:47, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9271, loss_cls: 0.9606, loss: 0.9606, grad_norm: 12.2196 2020-10-12 15:23:02,292 - mmaction - INFO - Epoch [42][2020/3520] lr: 7.500e-05, eta: 8:14:27, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0031, loss: 1.0031, grad_norm: 11.6867 2020-10-12 15:23:22,260 - mmaction - INFO - Epoch [42][2040/3520] lr: 7.500e-05, eta: 8:14:07, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8556, loss: 0.8556, grad_norm: 11.5323 2020-10-12 15:23:41,764 - mmaction - INFO - Epoch [42][2060/3520] lr: 7.500e-05, eta: 8:13:47, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.9269, loss: 0.9269, grad_norm: 11.4931 2020-10-12 15:24:01,507 - mmaction - INFO - Epoch [42][2080/3520] lr: 7.500e-05, eta: 8:13:27, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9318, loss: 0.9318, grad_norm: 11.6506 2020-10-12 15:24:21,922 - mmaction - INFO - Epoch [42][2100/3520] lr: 7.500e-05, eta: 8:13:07, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9523, loss: 0.9523, grad_norm: 11.8915 2020-10-12 15:24:41,669 - mmaction - INFO - Epoch [42][2120/3520] lr: 7.500e-05, eta: 8:12:47, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9302, loss_cls: 0.9210, loss: 0.9210, grad_norm: 11.8209 2020-10-12 15:25:01,803 - mmaction - INFO - Epoch [42][2140/3520] lr: 7.500e-05, eta: 8:12:27, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9121, loss: 0.9121, grad_norm: 11.6013 2020-10-12 15:25:22,428 - mmaction - INFO - Epoch [42][2160/3520] lr: 7.500e-05, eta: 8:12:07, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9250, loss_cls: 0.8626, loss: 0.8626, grad_norm: 11.7342 2020-10-12 15:25:42,303 - mmaction - INFO - Epoch [42][2180/3520] lr: 7.500e-05, eta: 8:11:47, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9333, loss_cls: 0.8865, loss: 0.8865, grad_norm: 11.3548 2020-10-12 15:26:02,445 - mmaction - INFO - Epoch [42][2200/3520] lr: 7.500e-05, eta: 8:11:27, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9834, loss: 0.9834, grad_norm: 12.5430 2020-10-12 15:26:22,626 - mmaction - INFO - Epoch [42][2220/3520] lr: 7.500e-05, eta: 8:11:07, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9177, loss_cls: 0.9801, loss: 0.9801, grad_norm: 11.6850 2020-10-12 15:26:42,465 - mmaction - INFO - Epoch [42][2240/3520] lr: 7.500e-05, eta: 8:10:47, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8990, loss_cls: 1.0562, loss: 1.0562, grad_norm: 12.2502 2020-10-12 15:27:02,416 - mmaction - INFO - Epoch [42][2260/3520] lr: 7.500e-05, eta: 8:10:27, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9021, loss_cls: 0.9853, loss: 0.9853, grad_norm: 12.0322 2020-10-12 15:27:23,200 - mmaction - INFO - Epoch [42][2280/3520] lr: 7.500e-05, eta: 8:10:07, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9104, loss_cls: 0.9861, loss: 0.9861, grad_norm: 11.8619 2020-10-12 15:27:43,012 - mmaction - INFO - Epoch [42][2300/3520] lr: 7.500e-05, eta: 8:09:47, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9344, loss_cls: 0.8599, loss: 0.8599, grad_norm: 11.3819 2020-10-12 15:28:04,030 - mmaction - INFO - Epoch [42][2320/3520] lr: 7.500e-05, eta: 8:09:27, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9187, loss_cls: 0.8680, loss: 0.8680, grad_norm: 11.1102 2020-10-12 15:28:25,144 - mmaction - INFO - Epoch [42][2340/3520] lr: 7.500e-05, eta: 8:09:07, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9313, loss_cls: 0.8850, loss: 0.8850, grad_norm: 11.6878 2020-10-12 15:28:46,384 - mmaction - INFO - Epoch [42][2360/3520] lr: 7.500e-05, eta: 8:08:48, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9219, loss_cls: 0.9488, loss: 0.9488, grad_norm: 11.5617 2020-10-12 15:29:06,819 - mmaction - INFO - Epoch [42][2380/3520] lr: 7.500e-05, eta: 8:08:28, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9414, loss: 0.9414, grad_norm: 12.0154 2020-10-12 15:29:25,976 - mmaction - INFO - Epoch [42][2400/3520] lr: 7.500e-05, eta: 8:08:08, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9500, loss: 0.9500, grad_norm: 12.1739 2020-10-12 15:29:46,403 - mmaction - INFO - Epoch [42][2420/3520] lr: 7.500e-05, eta: 8:07:48, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8937, loss_cls: 1.0932, loss: 1.0932, grad_norm: 12.6586 2020-10-12 15:30:06,485 - mmaction - INFO - Epoch [42][2440/3520] lr: 7.500e-05, eta: 8:07:28, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9302, loss_cls: 0.9181, loss: 0.9181, grad_norm: 11.8156 2020-10-12 15:30:26,659 - mmaction - INFO - Epoch [42][2460/3520] lr: 7.500e-05, eta: 8:07:08, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9302, loss_cls: 0.8900, loss: 0.8900, grad_norm: 11.8342 2020-10-12 15:30:46,995 - mmaction - INFO - Epoch [42][2480/3520] lr: 7.500e-05, eta: 8:06:48, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9503, loss: 0.9503, grad_norm: 12.0649 2020-10-12 15:31:08,028 - mmaction - INFO - Epoch [42][2500/3520] lr: 7.500e-05, eta: 8:06:28, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9104, loss_cls: 0.9705, loss: 0.9705, grad_norm: 11.7139 2020-10-12 15:31:28,562 - mmaction - INFO - Epoch [42][2520/3520] lr: 7.500e-05, eta: 8:06:08, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9302, loss_cls: 0.9256, loss: 0.9256, grad_norm: 11.6683 2020-10-12 15:31:48,169 - mmaction - INFO - Epoch [42][2540/3520] lr: 7.500e-05, eta: 8:05:48, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9281, loss_cls: 0.9787, loss: 0.9787, grad_norm: 12.1238 2020-10-12 15:32:08,356 - mmaction - INFO - Epoch [42][2560/3520] lr: 7.500e-05, eta: 8:05:28, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9146, loss_cls: 0.9374, loss: 0.9374, grad_norm: 11.2581 2020-10-12 15:32:28,457 - mmaction - INFO - Epoch [42][2580/3520] lr: 7.500e-05, eta: 8:05:08, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9135, loss_cls: 0.9644, loss: 0.9644, grad_norm: 11.8412 2020-10-12 15:32:47,984 - mmaction - INFO - Epoch [42][2600/3520] lr: 7.500e-05, eta: 8:04:48, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9125, loss_cls: 0.9692, loss: 0.9692, grad_norm: 11.6872 2020-10-12 15:33:08,938 - mmaction - INFO - Epoch [42][2620/3520] lr: 7.500e-05, eta: 8:04:28, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9187, loss_cls: 0.9022, loss: 0.9022, grad_norm: 11.2867 2020-10-12 15:33:28,662 - mmaction - INFO - Epoch [42][2640/3520] lr: 7.500e-05, eta: 8:04:08, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9931, loss: 0.9931, grad_norm: 11.7272 2020-10-12 15:33:48,752 - mmaction - INFO - Epoch [42][2660/3520] lr: 7.500e-05, eta: 8:03:48, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9271, loss_cls: 0.9142, loss: 0.9142, grad_norm: 11.7107 2020-10-12 15:34:09,376 - mmaction - INFO - Epoch [42][2680/3520] lr: 7.500e-05, eta: 8:03:28, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9146, loss_cls: 1.0121, loss: 1.0121, grad_norm: 12.7987 2020-10-12 15:34:29,629 - mmaction - INFO - Epoch [42][2700/3520] lr: 7.500e-05, eta: 8:03:08, time: 1.012, data_time: 0.008, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9177, loss_cls: 0.9396, loss: 0.9396, grad_norm: 11.6981 2020-10-12 15:34:49,032 - mmaction - INFO - Epoch [42][2720/3520] lr: 7.500e-05, eta: 8:02:48, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9250, loss_cls: 0.9445, loss: 0.9445, grad_norm: 11.9642 2020-10-12 15:35:09,245 - mmaction - INFO - Epoch [42][2740/3520] lr: 7.500e-05, eta: 8:02:28, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 0.9979, loss: 0.9979, grad_norm: 11.9526 2020-10-12 15:35:29,603 - mmaction - INFO - Epoch [42][2760/3520] lr: 7.500e-05, eta: 8:02:08, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9198, loss_cls: 0.9488, loss: 0.9488, grad_norm: 11.8579 2020-10-12 15:35:49,914 - mmaction - INFO - Epoch [42][2780/3520] lr: 7.500e-05, eta: 8:01:48, time: 1.019, data_time: 0.008, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9104, loss_cls: 0.9743, loss: 0.9743, grad_norm: 11.6291 2020-10-12 15:36:10,873 - mmaction - INFO - Epoch [42][2800/3520] lr: 7.500e-05, eta: 8:01:28, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 1.0000, loss: 1.0000, grad_norm: 12.3488 2020-10-12 15:36:30,662 - mmaction - INFO - Epoch [42][2820/3520] lr: 7.500e-05, eta: 8:01:08, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9156, loss_cls: 0.9513, loss: 0.9513, grad_norm: 12.0062 2020-10-12 15:36:49,939 - mmaction - INFO - Epoch [42][2840/3520] lr: 7.500e-05, eta: 8:00:48, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9177, loss_cls: 0.9608, loss: 0.9608, grad_norm: 11.9180 2020-10-12 15:37:11,605 - mmaction - INFO - Epoch [42][2860/3520] lr: 7.500e-05, eta: 8:00:29, time: 1.084, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9250, loss_cls: 0.9393, loss: 0.9393, grad_norm: 12.3780 2020-10-12 15:37:31,043 - mmaction - INFO - Epoch [42][2880/3520] lr: 7.500e-05, eta: 8:00:08, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9361, loss: 0.9361, grad_norm: 12.0570 2020-10-12 15:37:51,527 - mmaction - INFO - Epoch [42][2900/3520] lr: 7.500e-05, eta: 7:59:49, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9146, loss_cls: 0.9977, loss: 0.9977, grad_norm: 12.5502 2020-10-12 15:38:11,729 - mmaction - INFO - Epoch [42][2920/3520] lr: 7.500e-05, eta: 7:59:29, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9417, loss_cls: 0.8458, loss: 0.8458, grad_norm: 11.1765 2020-10-12 15:38:31,604 - mmaction - INFO - Epoch [42][2940/3520] lr: 7.500e-05, eta: 7:59:09, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9188, loss_cls: 0.9762, loss: 0.9762, grad_norm: 12.1606 2020-10-12 15:38:52,082 - mmaction - INFO - Epoch [42][2960/3520] lr: 7.500e-05, eta: 7:58:49, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8751, loss: 0.8751, grad_norm: 11.2951 2020-10-12 15:39:11,586 - mmaction - INFO - Epoch [42][2980/3520] lr: 7.500e-05, eta: 7:58:29, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9052, loss_cls: 1.0186, loss: 1.0186, grad_norm: 12.3143 2020-10-12 15:39:31,563 - mmaction - INFO - Epoch [42][3000/3520] lr: 7.500e-05, eta: 7:58:09, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9188, loss_cls: 0.9209, loss: 0.9209, grad_norm: 11.8037 2020-10-12 15:39:51,840 - mmaction - INFO - Epoch [42][3020/3520] lr: 7.500e-05, eta: 7:57:49, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9208, loss_cls: 0.9142, loss: 0.9142, grad_norm: 11.7126 2020-10-12 15:40:12,064 - mmaction - INFO - Epoch [42][3040/3520] lr: 7.500e-05, eta: 7:57:29, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9260, loss_cls: 0.9653, loss: 0.9653, grad_norm: 12.1186 2020-10-12 15:40:31,498 - mmaction - INFO - Epoch [42][3060/3520] lr: 7.500e-05, eta: 7:57:08, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 0.9943, loss: 0.9943, grad_norm: 11.8761 2020-10-12 15:40:52,301 - mmaction - INFO - Epoch [42][3080/3520] lr: 7.500e-05, eta: 7:56:49, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9260, loss_cls: 0.9373, loss: 0.9373, grad_norm: 11.8803 2020-10-12 15:41:12,484 - mmaction - INFO - Epoch [42][3100/3520] lr: 7.500e-05, eta: 7:56:29, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9167, loss_cls: 1.0250, loss: 1.0250, grad_norm: 12.6096 2020-10-12 15:41:32,222 - mmaction - INFO - Epoch [42][3120/3520] lr: 7.500e-05, eta: 7:56:09, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9406, loss_cls: 0.8791, loss: 0.8791, grad_norm: 11.4823 2020-10-12 15:41:51,636 - mmaction - INFO - Epoch [42][3140/3520] lr: 7.500e-05, eta: 7:55:48, time: 0.971, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9135, loss_cls: 0.9647, loss: 0.9647, grad_norm: 11.9228 2020-10-12 15:42:11,723 - mmaction - INFO - Epoch [42][3160/3520] lr: 7.500e-05, eta: 7:55:28, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9920, loss: 0.9920, grad_norm: 12.1125 2020-10-12 15:42:31,685 - mmaction - INFO - Epoch [42][3180/3520] lr: 7.500e-05, eta: 7:55:08, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.9422, loss: 0.9422, grad_norm: 11.6796 2020-10-12 15:42:51,381 - mmaction - INFO - Epoch [42][3200/3520] lr: 7.500e-05, eta: 7:54:48, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9177, loss_cls: 0.9861, loss: 0.9861, grad_norm: 11.9701 2020-10-12 15:43:11,372 - mmaction - INFO - Epoch [42][3220/3520] lr: 7.500e-05, eta: 7:54:28, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9629, loss: 0.9629, grad_norm: 11.7967 2020-10-12 15:43:30,974 - mmaction - INFO - Epoch [42][3240/3520] lr: 7.500e-05, eta: 7:54:08, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 0.9622, loss: 0.9622, grad_norm: 11.7077 2020-10-12 15:43:50,844 - mmaction - INFO - Epoch [42][3260/3520] lr: 7.500e-05, eta: 7:53:48, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9219, loss_cls: 0.9411, loss: 0.9411, grad_norm: 11.9946 2020-10-12 15:44:10,418 - mmaction - INFO - Epoch [42][3280/3520] lr: 7.500e-05, eta: 7:53:28, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9354, loss_cls: 0.8566, loss: 0.8566, grad_norm: 11.6335 2020-10-12 15:44:30,179 - mmaction - INFO - Epoch [42][3300/3520] lr: 7.500e-05, eta: 7:53:08, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9229, loss_cls: 0.9148, loss: 0.9148, grad_norm: 11.7732 2020-10-12 15:44:50,296 - mmaction - INFO - Epoch [42][3320/3520] lr: 7.500e-05, eta: 7:52:48, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9135, loss_cls: 0.9982, loss: 0.9982, grad_norm: 12.4924 2020-10-12 15:45:10,317 - mmaction - INFO - Epoch [42][3340/3520] lr: 7.500e-05, eta: 7:52:28, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9073, loss_cls: 0.9777, loss: 0.9777, grad_norm: 12.0334 2020-10-12 15:45:30,089 - mmaction - INFO - Epoch [42][3360/3520] lr: 7.500e-05, eta: 7:52:08, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9281, loss_cls: 0.9405, loss: 0.9405, grad_norm: 12.1528 2020-10-12 15:45:49,887 - mmaction - INFO - Epoch [42][3380/3520] lr: 7.500e-05, eta: 7:51:48, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9240, loss_cls: 0.9228, loss: 0.9228, grad_norm: 11.8683 2020-10-12 15:46:09,729 - mmaction - INFO - Epoch [42][3400/3520] lr: 7.500e-05, eta: 7:51:28, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9183, loss: 0.9183, grad_norm: 11.8232 2020-10-12 15:46:30,089 - mmaction - INFO - Epoch [42][3420/3520] lr: 7.500e-05, eta: 7:51:08, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9031, loss_cls: 0.9608, loss: 0.9608, grad_norm: 11.8621 2020-10-12 15:46:49,783 - mmaction - INFO - Epoch [42][3440/3520] lr: 7.500e-05, eta: 7:50:48, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9198, loss_cls: 0.9219, loss: 0.9219, grad_norm: 11.7465 2020-10-12 15:47:09,307 - mmaction - INFO - Epoch [42][3460/3520] lr: 7.500e-05, eta: 7:50:28, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 0.9492, loss: 0.9492, grad_norm: 12.1431 2020-10-12 15:47:30,486 - mmaction - INFO - Epoch [42][3480/3520] lr: 7.500e-05, eta: 7:50:08, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9229, loss_cls: 0.9318, loss: 0.9318, grad_norm: 12.1217 2020-10-12 15:47:51,021 - mmaction - INFO - Epoch [42][3500/3520] lr: 7.500e-05, eta: 7:49:48, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.8803, loss: 0.8803, grad_norm: 11.6315 2020-10-12 15:48:09,350 - mmaction - INFO - Epoch [42][3520/3520] lr: 7.500e-05, eta: 7:49:28, time: 0.915, data_time: 0.007, memory: 10390, top1_acc: 0.7413, top5_acc: 0.9185, loss_cls: 1.0033, loss: 1.0033, grad_norm: 12.1892 2020-10-12 15:48:09,863 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-10-12 15:48:46,589 - mmaction - INFO - Epoch [43][20/3520] lr: 7.500e-05, eta: 7:49:11, time: 1.811, data_time: 0.868, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9120, loss: 0.9120, grad_norm: 11.3989 2020-10-12 15:49:05,417 - mmaction - INFO - Epoch [43][40/3520] lr: 7.500e-05, eta: 7:48:51, time: 0.942, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9292, loss_cls: 0.9452, loss: 0.9452, grad_norm: 12.0254 2020-10-12 15:49:24,181 - mmaction - INFO - Epoch [43][60/3520] lr: 7.500e-05, eta: 7:48:30, time: 0.938, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9177, loss_cls: 0.9545, loss: 0.9545, grad_norm: 12.0689 2020-10-12 15:49:43,800 - mmaction - INFO - Epoch [43][80/3520] lr: 7.500e-05, eta: 7:48:10, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9323, loss_cls: 0.8688, loss: 0.8688, grad_norm: 11.4107 2020-10-12 15:50:03,463 - mmaction - INFO - Epoch [43][100/3520] lr: 7.500e-05, eta: 7:47:50, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9302, loss_cls: 0.9729, loss: 0.9729, grad_norm: 12.3748 2020-10-12 15:50:22,826 - mmaction - INFO - Epoch [43][120/3520] lr: 7.500e-05, eta: 7:47:30, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9167, loss_cls: 0.9644, loss: 0.9644, grad_norm: 12.4741 2020-10-12 15:50:43,216 - mmaction - INFO - Epoch [43][140/3520] lr: 7.500e-05, eta: 7:47:10, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9260, loss_cls: 0.9049, loss: 0.9049, grad_norm: 11.5725 2020-10-12 15:51:03,545 - mmaction - INFO - Epoch [43][160/3520] lr: 7.500e-05, eta: 7:46:50, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8489, loss: 0.8489, grad_norm: 11.3665 2020-10-12 15:51:24,648 - mmaction - INFO - Epoch [43][180/3520] lr: 7.500e-05, eta: 7:46:31, time: 1.058, data_time: 0.008, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9225, loss: 0.9225, grad_norm: 11.7619 2020-10-12 15:51:44,381 - mmaction - INFO - Epoch [43][200/3520] lr: 7.500e-05, eta: 7:46:10, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9177, loss_cls: 0.9915, loss: 0.9915, grad_norm: 12.0593 2020-10-12 15:52:05,083 - mmaction - INFO - Epoch [43][220/3520] lr: 7.500e-05, eta: 7:45:51, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9329, loss: 0.9329, grad_norm: 11.7094 2020-10-12 15:52:25,050 - mmaction - INFO - Epoch [43][240/3520] lr: 7.500e-05, eta: 7:45:31, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9302, loss_cls: 0.9330, loss: 0.9330, grad_norm: 12.0811 2020-10-12 15:52:44,540 - mmaction - INFO - Epoch [43][260/3520] lr: 7.500e-05, eta: 7:45:10, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9177, loss_cls: 0.9547, loss: 0.9547, grad_norm: 11.8701 2020-10-12 15:53:04,929 - mmaction - INFO - Epoch [43][280/3520] lr: 7.500e-05, eta: 7:44:51, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9177, loss_cls: 0.9371, loss: 0.9371, grad_norm: 12.2137 2020-10-12 15:53:23,886 - mmaction - INFO - Epoch [43][300/3520] lr: 7.500e-05, eta: 7:44:30, time: 0.948, data_time: 0.003, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8789, loss: 0.8789, grad_norm: 11.2191 2020-10-12 15:53:45,014 - mmaction - INFO - Epoch [43][320/3520] lr: 7.500e-05, eta: 7:44:11, time: 1.056, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9270, loss: 0.9270, grad_norm: 12.1063 2020-10-12 15:54:04,939 - mmaction - INFO - Epoch [43][340/3520] lr: 7.500e-05, eta: 7:43:51, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9250, loss_cls: 0.9470, loss: 0.9470, grad_norm: 11.7686 2020-10-12 15:54:25,150 - mmaction - INFO - Epoch [43][360/3520] lr: 7.500e-05, eta: 7:43:31, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9271, loss_cls: 0.9338, loss: 0.9338, grad_norm: 11.8020 2020-10-12 15:54:45,205 - mmaction - INFO - Epoch [43][380/3520] lr: 7.500e-05, eta: 7:43:11, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.8957, loss: 0.8957, grad_norm: 11.6744 2020-10-12 15:55:05,412 - mmaction - INFO - Epoch [43][400/3520] lr: 7.500e-05, eta: 7:42:51, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9505, loss: 0.9505, grad_norm: 11.7594 2020-10-12 15:55:25,686 - mmaction - INFO - Epoch [43][420/3520] lr: 7.500e-05, eta: 7:42:31, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9260, loss_cls: 0.9105, loss: 0.9105, grad_norm: 11.7686 2020-10-12 15:55:47,395 - mmaction - INFO - Epoch [43][440/3520] lr: 7.500e-05, eta: 7:42:11, time: 1.088, data_time: 0.007, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9164, loss: 0.9164, grad_norm: 11.5864 2020-10-12 15:56:07,319 - mmaction - INFO - Epoch [43][460/3520] lr: 7.500e-05, eta: 7:41:51, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9576, loss: 0.9576, grad_norm: 11.8799 2020-10-12 15:56:27,113 - mmaction - INFO - Epoch [43][480/3520] lr: 7.500e-05, eta: 7:41:31, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9354, loss_cls: 0.8524, loss: 0.8524, grad_norm: 11.3708 2020-10-12 15:56:48,429 - mmaction - INFO - Epoch [43][500/3520] lr: 7.500e-05, eta: 7:41:11, time: 1.066, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.9455, loss: 0.9455, grad_norm: 12.3640 2020-10-12 15:57:07,813 - mmaction - INFO - Epoch [43][520/3520] lr: 7.500e-05, eta: 7:40:51, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9240, loss_cls: 0.9263, loss: 0.9263, grad_norm: 12.1448 2020-10-12 15:57:28,501 - mmaction - INFO - Epoch [43][540/3520] lr: 7.500e-05, eta: 7:40:31, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9260, loss_cls: 0.9127, loss: 0.9127, grad_norm: 12.3439 2020-10-12 15:57:48,629 - mmaction - INFO - Epoch [43][560/3520] lr: 7.500e-05, eta: 7:40:11, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9573, loss: 0.9573, grad_norm: 12.3873 2020-10-12 15:58:08,876 - mmaction - INFO - Epoch [43][580/3520] lr: 7.500e-05, eta: 7:39:51, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9219, loss_cls: 0.9792, loss: 0.9792, grad_norm: 12.4792 2020-10-12 15:58:29,002 - mmaction - INFO - Epoch [43][600/3520] lr: 7.500e-05, eta: 7:39:31, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9869, loss: 0.9869, grad_norm: 11.7604 2020-10-12 15:58:49,701 - mmaction - INFO - Epoch [43][620/3520] lr: 7.500e-05, eta: 7:39:11, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9198, loss_cls: 0.9976, loss: 0.9976, grad_norm: 12.3891 2020-10-12 15:59:10,243 - mmaction - INFO - Epoch [43][640/3520] lr: 7.500e-05, eta: 7:38:51, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9281, loss_cls: 0.9678, loss: 0.9678, grad_norm: 12.1726 2020-10-12 15:59:30,547 - mmaction - INFO - Epoch [43][660/3520] lr: 7.500e-05, eta: 7:38:31, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9758, loss: 0.9758, grad_norm: 11.6253 2020-10-12 15:59:50,520 - mmaction - INFO - Epoch [43][680/3520] lr: 7.500e-05, eta: 7:38:11, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9102, loss: 0.9102, grad_norm: 12.0304 2020-10-12 16:00:13,742 - mmaction - INFO - Epoch [43][700/3520] lr: 7.500e-05, eta: 7:37:52, time: 1.147, data_time: 0.008, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9146, loss_cls: 1.0211, loss: 1.0211, grad_norm: 11.6893 2020-10-12 16:00:33,674 - mmaction - INFO - Epoch [43][720/3520] lr: 7.500e-05, eta: 7:37:32, time: 1.013, data_time: 0.038, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9544, loss: 0.9544, grad_norm: 12.1309 2020-10-12 16:00:53,068 - mmaction - INFO - Epoch [43][740/3520] lr: 7.500e-05, eta: 7:37:12, time: 0.966, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8829, loss: 0.8829, grad_norm: 12.0871 2020-10-12 16:01:13,098 - mmaction - INFO - Epoch [43][760/3520] lr: 7.500e-05, eta: 7:36:52, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.8631, loss: 0.8631, grad_norm: 11.6418 2020-10-12 16:01:34,651 - mmaction - INFO - Epoch [43][780/3520] lr: 7.500e-05, eta: 7:36:32, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9137, loss: 0.9137, grad_norm: 11.7781 2020-10-12 16:01:55,132 - mmaction - INFO - Epoch [43][800/3520] lr: 7.500e-05, eta: 7:36:12, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9271, loss_cls: 0.8854, loss: 0.8854, grad_norm: 12.0788 2020-10-12 16:02:14,170 - mmaction - INFO - Epoch [43][820/3520] lr: 7.500e-05, eta: 7:35:52, time: 0.949, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9344, loss_cls: 0.9029, loss: 0.9029, grad_norm: 12.0263 2020-10-12 16:02:33,669 - mmaction - INFO - Epoch [43][840/3520] lr: 7.500e-05, eta: 7:35:32, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9260, loss_cls: 0.9602, loss: 0.9602, grad_norm: 12.4115 2020-10-12 16:02:53,561 - mmaction - INFO - Epoch [43][860/3520] lr: 7.500e-05, eta: 7:35:12, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9094, loss_cls: 0.9408, loss: 0.9408, grad_norm: 11.5491 2020-10-12 16:03:13,695 - mmaction - INFO - Epoch [43][880/3520] lr: 7.500e-05, eta: 7:34:52, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9313, loss_cls: 0.9110, loss: 0.9110, grad_norm: 11.8882 2020-10-12 16:03:33,183 - mmaction - INFO - Epoch [43][900/3520] lr: 7.500e-05, eta: 7:34:32, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.8895, loss: 0.8895, grad_norm: 11.8390 2020-10-12 16:03:52,710 - mmaction - INFO - Epoch [43][920/3520] lr: 7.500e-05, eta: 7:34:12, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9047, loss: 0.9047, grad_norm: 11.7147 2020-10-12 16:04:12,647 - mmaction - INFO - Epoch [43][940/3520] lr: 7.500e-05, eta: 7:33:52, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.9187, loss: 0.9187, grad_norm: 12.0952 2020-10-12 16:04:32,496 - mmaction - INFO - Epoch [43][960/3520] lr: 7.500e-05, eta: 7:33:32, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9250, loss_cls: 0.9092, loss: 0.9092, grad_norm: 12.1355 2020-10-12 16:04:52,538 - mmaction - INFO - Epoch [43][980/3520] lr: 7.500e-05, eta: 7:33:12, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9292, loss_cls: 0.9531, loss: 0.9531, grad_norm: 12.0230 2020-10-12 16:05:13,556 - mmaction - INFO - Epoch [43][1000/3520] lr: 7.500e-05, eta: 7:32:52, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9271, loss_cls: 0.9169, loss: 0.9169, grad_norm: 11.7117 2020-10-12 16:05:32,610 - mmaction - INFO - Epoch [43][1020/3520] lr: 7.500e-05, eta: 7:32:32, time: 0.949, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9375, loss_cls: 0.8812, loss: 0.8812, grad_norm: 11.7687 2020-10-12 16:05:53,411 - mmaction - INFO - Epoch [43][1040/3520] lr: 7.500e-05, eta: 7:32:12, time: 1.043, data_time: 0.008, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9240, loss_cls: 0.9484, loss: 0.9484, grad_norm: 12.6096 2020-10-12 16:06:12,950 - mmaction - INFO - Epoch [43][1060/3520] lr: 7.500e-05, eta: 7:31:52, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.8822, loss: 0.8822, grad_norm: 11.6013 2020-10-12 16:06:33,344 - mmaction - INFO - Epoch [43][1080/3520] lr: 7.500e-05, eta: 7:31:32, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.8611, loss: 0.8611, grad_norm: 11.5213 2020-10-12 16:06:53,045 - mmaction - INFO - Epoch [43][1100/3520] lr: 7.500e-05, eta: 7:31:12, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9219, loss_cls: 0.9564, loss: 0.9564, grad_norm: 11.6472 2020-10-12 16:07:13,572 - mmaction - INFO - Epoch [43][1120/3520] lr: 7.500e-05, eta: 7:30:52, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8869, loss: 0.8869, grad_norm: 12.0040 2020-10-12 16:07:33,873 - mmaction - INFO - Epoch [43][1140/3520] lr: 7.500e-05, eta: 7:30:32, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9281, loss_cls: 0.9615, loss: 0.9615, grad_norm: 12.3677 2020-10-12 16:07:55,179 - mmaction - INFO - Epoch [43][1160/3520] lr: 7.500e-05, eta: 7:30:12, time: 1.068, data_time: 0.007, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9208, loss_cls: 0.9681, loss: 0.9681, grad_norm: 11.9611 2020-10-12 16:08:14,231 - mmaction - INFO - Epoch [43][1180/3520] lr: 7.500e-05, eta: 7:29:52, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.9030, loss: 0.9030, grad_norm: 12.1142 2020-10-12 16:08:35,041 - mmaction - INFO - Epoch [43][1200/3520] lr: 7.500e-05, eta: 7:29:32, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.9054, loss: 0.9054, grad_norm: 11.5299 2020-10-12 16:08:54,976 - mmaction - INFO - Epoch [43][1220/3520] lr: 7.500e-05, eta: 7:29:12, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9250, loss_cls: 0.9376, loss: 0.9376, grad_norm: 12.2995 2020-10-12 16:09:16,155 - mmaction - INFO - Epoch [43][1240/3520] lr: 7.500e-05, eta: 7:28:52, time: 1.062, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9189, loss: 0.9189, grad_norm: 11.7616 2020-10-12 16:09:36,246 - mmaction - INFO - Epoch [43][1260/3520] lr: 7.500e-05, eta: 7:28:32, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9115, loss_cls: 0.9067, loss: 0.9067, grad_norm: 11.5239 2020-10-12 16:09:56,107 - mmaction - INFO - Epoch [43][1280/3520] lr: 7.500e-05, eta: 7:28:12, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9240, loss: 0.9240, grad_norm: 11.9809 2020-10-12 16:10:16,930 - mmaction - INFO - Epoch [43][1300/3520] lr: 7.500e-05, eta: 7:27:52, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9187, loss_cls: 0.9468, loss: 0.9468, grad_norm: 11.7800 2020-10-12 16:10:37,216 - mmaction - INFO - Epoch [43][1320/3520] lr: 7.500e-05, eta: 7:27:32, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8627, loss: 0.8627, grad_norm: 11.3563 2020-10-12 16:10:56,969 - mmaction - INFO - Epoch [43][1340/3520] lr: 7.500e-05, eta: 7:27:12, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9302, loss_cls: 0.8659, loss: 0.8659, grad_norm: 11.4698 2020-10-12 16:11:16,881 - mmaction - INFO - Epoch [43][1360/3520] lr: 7.500e-05, eta: 7:26:52, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.8782, loss: 0.8782, grad_norm: 11.8498 2020-10-12 16:11:38,520 - mmaction - INFO - Epoch [43][1380/3520] lr: 7.500e-05, eta: 7:26:32, time: 1.078, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9530, loss: 0.9530, grad_norm: 12.0128 2020-10-12 16:11:58,511 - mmaction - INFO - Epoch [43][1400/3520] lr: 7.500e-05, eta: 7:26:12, time: 1.003, data_time: 0.008, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9188, loss_cls: 0.9358, loss: 0.9358, grad_norm: 12.0010 2020-10-12 16:12:19,137 - mmaction - INFO - Epoch [43][1420/3520] lr: 7.500e-05, eta: 7:25:53, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.8851, loss: 0.8851, grad_norm: 11.8125 2020-10-12 16:12:38,690 - mmaction - INFO - Epoch [43][1440/3520] lr: 7.500e-05, eta: 7:25:32, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9294, loss: 0.9294, grad_norm: 11.8440 2020-10-12 16:12:59,433 - mmaction - INFO - Epoch [43][1460/3520] lr: 7.500e-05, eta: 7:25:13, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9281, loss_cls: 0.9435, loss: 0.9435, grad_norm: 11.7396 2020-10-12 16:13:19,710 - mmaction - INFO - Epoch [43][1480/3520] lr: 7.500e-05, eta: 7:24:53, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9260, loss_cls: 0.9588, loss: 0.9588, grad_norm: 12.4313 2020-10-12 16:13:40,600 - mmaction - INFO - Epoch [43][1500/3520] lr: 7.500e-05, eta: 7:24:33, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 0.9668, loss: 0.9668, grad_norm: 12.3816 2020-10-12 16:14:00,813 - mmaction - INFO - Epoch [43][1520/3520] lr: 7.500e-05, eta: 7:24:13, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9313, loss_cls: 0.8848, loss: 0.8848, grad_norm: 11.6541 2020-10-12 16:14:21,617 - mmaction - INFO - Epoch [43][1540/3520] lr: 7.500e-05, eta: 7:23:53, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9198, loss_cls: 0.9051, loss: 0.9051, grad_norm: 11.7633 2020-10-12 16:14:41,661 - mmaction - INFO - Epoch [43][1560/3520] lr: 7.500e-05, eta: 7:23:33, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9167, loss_cls: 0.9261, loss: 0.9261, grad_norm: 11.6380 2020-10-12 16:15:02,522 - mmaction - INFO - Epoch [43][1580/3520] lr: 7.500e-05, eta: 7:23:13, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9010, loss_cls: 1.0065, loss: 1.0065, grad_norm: 12.3476 2020-10-12 16:15:22,763 - mmaction - INFO - Epoch [43][1600/3520] lr: 7.500e-05, eta: 7:22:53, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9198, loss_cls: 0.9801, loss: 0.9801, grad_norm: 12.3146 2020-10-12 16:15:42,973 - mmaction - INFO - Epoch [43][1620/3520] lr: 7.500e-05, eta: 7:22:33, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9399, loss: 0.9399, grad_norm: 12.1471 2020-10-12 16:16:02,786 - mmaction - INFO - Epoch [43][1640/3520] lr: 7.500e-05, eta: 7:22:13, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9177, loss_cls: 0.9423, loss: 0.9423, grad_norm: 12.0594 2020-10-12 16:16:23,834 - mmaction - INFO - Epoch [43][1660/3520] lr: 7.500e-05, eta: 7:21:53, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9396, loss_cls: 0.8665, loss: 0.8665, grad_norm: 12.0410 2020-10-12 16:16:45,318 - mmaction - INFO - Epoch [43][1680/3520] lr: 7.500e-05, eta: 7:21:33, time: 1.074, data_time: 0.002, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8686, loss: 0.8686, grad_norm: 11.7220 2020-10-12 16:17:05,016 - mmaction - INFO - Epoch [43][1700/3520] lr: 7.500e-05, eta: 7:21:13, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9417, loss_cls: 0.8750, loss: 0.8750, grad_norm: 11.8180 2020-10-12 16:17:26,089 - mmaction - INFO - Epoch [43][1720/3520] lr: 7.500e-05, eta: 7:20:54, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9208, loss_cls: 0.9712, loss: 0.9712, grad_norm: 12.3137 2020-10-12 16:17:46,999 - mmaction - INFO - Epoch [43][1740/3520] lr: 7.500e-05, eta: 7:20:34, time: 1.048, data_time: 0.004, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9431, loss: 0.9431, grad_norm: 11.9263 2020-10-12 16:18:07,457 - mmaction - INFO - Epoch [43][1760/3520] lr: 7.500e-05, eta: 7:20:14, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9208, loss_cls: 1.0060, loss: 1.0060, grad_norm: 12.8383 2020-10-12 16:18:28,347 - mmaction - INFO - Epoch [43][1780/3520] lr: 7.500e-05, eta: 7:19:54, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9333, loss_cls: 0.9287, loss: 0.9287, grad_norm: 12.3307 2020-10-12 16:18:49,505 - mmaction - INFO - Epoch [43][1800/3520] lr: 7.500e-05, eta: 7:19:34, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9156, loss_cls: 0.9268, loss: 0.9268, grad_norm: 12.4109 2020-10-12 16:19:10,098 - mmaction - INFO - Epoch [43][1820/3520] lr: 7.500e-05, eta: 7:19:14, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9156, loss_cls: 1.0083, loss: 1.0083, grad_norm: 12.3064 2020-10-12 16:19:31,104 - mmaction - INFO - Epoch [43][1840/3520] lr: 7.500e-05, eta: 7:18:54, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9083, loss_cls: 0.9802, loss: 0.9802, grad_norm: 12.2982 2020-10-12 16:19:52,256 - mmaction - INFO - Epoch [43][1860/3520] lr: 7.500e-05, eta: 7:18:35, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9375, loss_cls: 0.8625, loss: 0.8625, grad_norm: 11.7412 2020-10-12 16:20:12,069 - mmaction - INFO - Epoch [43][1880/3520] lr: 7.500e-05, eta: 7:18:15, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9508, loss: 0.9508, grad_norm: 11.7793 2020-10-12 16:20:32,683 - mmaction - INFO - Epoch [43][1900/3520] lr: 7.500e-05, eta: 7:17:55, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9400, loss: 0.9400, grad_norm: 12.0081 2020-10-12 16:20:53,405 - mmaction - INFO - Epoch [43][1920/3520] lr: 7.500e-05, eta: 7:17:35, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9115, loss_cls: 0.9257, loss: 0.9257, grad_norm: 11.9346 2020-10-12 16:21:13,828 - mmaction - INFO - Epoch [43][1940/3520] lr: 7.500e-05, eta: 7:17:15, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9074, loss: 0.9074, grad_norm: 12.1019 2020-10-12 16:21:33,775 - mmaction - INFO - Epoch [43][1960/3520] lr: 7.500e-05, eta: 7:16:55, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9354, loss_cls: 0.8765, loss: 0.8765, grad_norm: 11.4356 2020-10-12 16:21:53,892 - mmaction - INFO - Epoch [43][1980/3520] lr: 7.500e-05, eta: 7:16:35, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.8711, loss: 0.8711, grad_norm: 11.8574 2020-10-12 16:22:15,109 - mmaction - INFO - Epoch [43][2000/3520] lr: 7.500e-05, eta: 7:16:15, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9240, loss_cls: 0.9175, loss: 0.9175, grad_norm: 12.1388 2020-10-12 16:22:34,881 - mmaction - INFO - Epoch [43][2020/3520] lr: 7.500e-05, eta: 7:15:55, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.8898, loss: 0.8898, grad_norm: 11.7985 2020-10-12 16:22:54,693 - mmaction - INFO - Epoch [43][2040/3520] lr: 7.500e-05, eta: 7:15:35, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9156, loss_cls: 0.9310, loss: 0.9310, grad_norm: 11.8573 2020-10-12 16:23:15,812 - mmaction - INFO - Epoch [43][2060/3520] lr: 7.500e-05, eta: 7:15:15, time: 1.056, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9292, loss_cls: 0.9179, loss: 0.9179, grad_norm: 11.7815 2020-10-12 16:23:35,438 - mmaction - INFO - Epoch [43][2080/3520] lr: 7.500e-05, eta: 7:14:55, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9260, loss_cls: 0.8849, loss: 0.8849, grad_norm: 11.7770 2020-10-12 16:23:55,806 - mmaction - INFO - Epoch [43][2100/3520] lr: 7.500e-05, eta: 7:14:35, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9167, loss_cls: 0.9676, loss: 0.9676, grad_norm: 12.0900 2020-10-12 16:24:16,043 - mmaction - INFO - Epoch [43][2120/3520] lr: 7.500e-05, eta: 7:14:15, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9198, loss_cls: 0.9155, loss: 0.9155, grad_norm: 12.1538 2020-10-12 16:24:37,419 - mmaction - INFO - Epoch [43][2140/3520] lr: 7.500e-05, eta: 7:13:55, time: 1.069, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9323, loss_cls: 0.8505, loss: 0.8505, grad_norm: 11.4313 2020-10-12 16:24:57,815 - mmaction - INFO - Epoch [43][2160/3520] lr: 7.500e-05, eta: 7:13:35, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9104, loss_cls: 0.9998, loss: 0.9998, grad_norm: 12.2725 2020-10-12 16:25:17,546 - mmaction - INFO - Epoch [43][2180/3520] lr: 7.500e-05, eta: 7:13:15, time: 0.989, data_time: 0.008, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9354, loss: 0.9354, grad_norm: 12.0153 2020-10-12 16:25:37,750 - mmaction - INFO - Epoch [43][2200/3520] lr: 7.500e-05, eta: 7:12:55, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9146, loss_cls: 0.9975, loss: 0.9975, grad_norm: 12.6268 2020-10-12 16:25:58,131 - mmaction - INFO - Epoch [43][2220/3520] lr: 7.500e-05, eta: 7:12:35, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8942, loss: 0.8942, grad_norm: 12.2064 2020-10-12 16:26:18,667 - mmaction - INFO - Epoch [43][2240/3520] lr: 7.500e-05, eta: 7:12:15, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9136, loss: 0.9136, grad_norm: 11.5456 2020-10-12 16:26:38,777 - mmaction - INFO - Epoch [43][2260/3520] lr: 7.500e-05, eta: 7:11:55, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9385, loss_cls: 0.8439, loss: 0.8439, grad_norm: 11.4763 2020-10-12 16:26:59,075 - mmaction - INFO - Epoch [43][2280/3520] lr: 7.500e-05, eta: 7:11:35, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9333, loss_cls: 0.8779, loss: 0.8779, grad_norm: 12.0756 2020-10-12 16:27:19,382 - mmaction - INFO - Epoch [43][2300/3520] lr: 7.500e-05, eta: 7:11:16, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9104, loss_cls: 0.9803, loss: 0.9803, grad_norm: 11.9207 2020-10-12 16:27:39,674 - mmaction - INFO - Epoch [43][2320/3520] lr: 7.500e-05, eta: 7:10:56, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9250, loss_cls: 0.9417, loss: 0.9417, grad_norm: 12.0690 2020-10-12 16:28:00,849 - mmaction - INFO - Epoch [43][2340/3520] lr: 7.500e-05, eta: 7:10:36, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9260, loss_cls: 0.9420, loss: 0.9420, grad_norm: 12.0388 2020-10-12 16:28:21,888 - mmaction - INFO - Epoch [43][2360/3520] lr: 7.500e-05, eta: 7:10:16, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9333, loss_cls: 0.8434, loss: 0.8434, grad_norm: 11.3881 2020-10-12 16:28:42,175 - mmaction - INFO - Epoch [43][2380/3520] lr: 7.500e-05, eta: 7:09:56, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9075, loss: 0.9075, grad_norm: 11.6775 2020-10-12 16:29:03,315 - mmaction - INFO - Epoch [43][2400/3520] lr: 7.500e-05, eta: 7:09:36, time: 1.055, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9250, loss_cls: 0.8983, loss: 0.8983, grad_norm: 11.4865 2020-10-12 16:29:23,588 - mmaction - INFO - Epoch [43][2420/3520] lr: 7.500e-05, eta: 7:09:16, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8350, loss: 0.8350, grad_norm: 11.2541 2020-10-12 16:29:43,933 - mmaction - INFO - Epoch [43][2440/3520] lr: 7.500e-05, eta: 7:08:56, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8568, loss: 0.8568, grad_norm: 11.3970 2020-10-12 16:30:03,957 - mmaction - INFO - Epoch [43][2460/3520] lr: 7.500e-05, eta: 7:08:36, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9292, loss_cls: 0.8890, loss: 0.8890, grad_norm: 11.9068 2020-10-12 16:30:24,052 - mmaction - INFO - Epoch [43][2480/3520] lr: 7.500e-05, eta: 7:08:16, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9973, loss: 0.9973, grad_norm: 12.1803 2020-10-12 16:30:44,535 - mmaction - INFO - Epoch [43][2500/3520] lr: 7.500e-05, eta: 7:07:56, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9260, loss_cls: 0.9484, loss: 0.9484, grad_norm: 12.4573 2020-10-12 16:31:04,849 - mmaction - INFO - Epoch [43][2520/3520] lr: 7.500e-05, eta: 7:07:36, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9678, loss: 0.9678, grad_norm: 12.0511 2020-10-12 16:31:26,639 - mmaction - INFO - Epoch [43][2540/3520] lr: 7.500e-05, eta: 7:07:17, time: 1.091, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8699, loss: 0.8699, grad_norm: 11.5882 2020-10-12 16:31:47,736 - mmaction - INFO - Epoch [43][2560/3520] lr: 7.500e-05, eta: 7:06:57, time: 1.053, data_time: 0.002, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9281, loss_cls: 0.9078, loss: 0.9078, grad_norm: 11.6921 2020-10-12 16:32:08,038 - mmaction - INFO - Epoch [43][2580/3520] lr: 7.500e-05, eta: 7:06:37, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9219, loss_cls: 0.9640, loss: 0.9640, grad_norm: 12.1181 2020-10-12 16:32:28,173 - mmaction - INFO - Epoch [43][2600/3520] lr: 7.500e-05, eta: 7:06:17, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 0.9777, loss: 0.9777, grad_norm: 11.8875 2020-10-12 16:32:48,403 - mmaction - INFO - Epoch [43][2620/3520] lr: 7.500e-05, eta: 7:05:57, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9313, loss_cls: 0.8899, loss: 0.8899, grad_norm: 11.9194 2020-10-12 16:33:08,411 - mmaction - INFO - Epoch [43][2640/3520] lr: 7.500e-05, eta: 7:05:37, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9208, loss_cls: 0.9037, loss: 0.9037, grad_norm: 11.6289 2020-10-12 16:33:28,619 - mmaction - INFO - Epoch [43][2660/3520] lr: 7.500e-05, eta: 7:05:17, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9279, loss: 0.9279, grad_norm: 11.9721 2020-10-12 16:33:48,717 - mmaction - INFO - Epoch [43][2680/3520] lr: 7.500e-05, eta: 7:04:57, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9333, loss_cls: 0.9392, loss: 0.9392, grad_norm: 12.4580 2020-10-12 16:34:09,195 - mmaction - INFO - Epoch [43][2700/3520] lr: 7.500e-05, eta: 7:04:37, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9333, loss_cls: 0.9141, loss: 0.9141, grad_norm: 11.7530 2020-10-12 16:34:30,426 - mmaction - INFO - Epoch [43][2720/3520] lr: 7.500e-05, eta: 7:04:17, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9208, loss_cls: 0.9613, loss: 0.9613, grad_norm: 12.0025 2020-10-12 16:34:50,675 - mmaction - INFO - Epoch [43][2740/3520] lr: 7.500e-05, eta: 7:03:57, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9104, loss_cls: 0.8910, loss: 0.8910, grad_norm: 11.5323 2020-10-12 16:35:10,958 - mmaction - INFO - Epoch [43][2760/3520] lr: 7.500e-05, eta: 7:03:37, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9271, loss_cls: 0.9323, loss: 0.9323, grad_norm: 12.1814 2020-10-12 16:35:31,252 - mmaction - INFO - Epoch [43][2780/3520] lr: 7.500e-05, eta: 7:03:17, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8746, loss: 0.8746, grad_norm: 11.8150 2020-10-12 16:35:52,507 - mmaction - INFO - Epoch [43][2800/3520] lr: 7.500e-05, eta: 7:02:57, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9229, loss_cls: 0.9462, loss: 0.9462, grad_norm: 12.0531 2020-10-12 16:36:13,140 - mmaction - INFO - Epoch [43][2820/3520] lr: 7.500e-05, eta: 7:02:37, time: 1.034, data_time: 0.007, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8747, loss: 0.8747, grad_norm: 11.7797 2020-10-12 16:36:33,645 - mmaction - INFO - Epoch [43][2840/3520] lr: 7.500e-05, eta: 7:02:18, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.8931, loss: 0.8931, grad_norm: 12.6421 2020-10-12 16:36:55,326 - mmaction - INFO - Epoch [43][2860/3520] lr: 7.500e-05, eta: 7:01:58, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9073, loss: 0.9073, grad_norm: 12.0297 2020-10-12 16:37:15,333 - mmaction - INFO - Epoch [43][2880/3520] lr: 7.500e-05, eta: 7:01:38, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9791, loss: 0.9791, grad_norm: 11.9716 2020-10-12 16:37:36,371 - mmaction - INFO - Epoch [43][2900/3520] lr: 7.500e-05, eta: 7:01:18, time: 1.053, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9001, loss: 0.9001, grad_norm: 12.0823 2020-10-12 16:37:58,277 - mmaction - INFO - Epoch [43][2920/3520] lr: 7.500e-05, eta: 7:00:58, time: 1.092, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9281, loss_cls: 0.9644, loss: 0.9644, grad_norm: 12.5328 2020-10-12 16:38:18,241 - mmaction - INFO - Epoch [43][2940/3520] lr: 7.500e-05, eta: 7:00:38, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9260, loss_cls: 0.9310, loss: 0.9310, grad_norm: 11.8408 2020-10-12 16:38:39,012 - mmaction - INFO - Epoch [43][2960/3520] lr: 7.500e-05, eta: 7:00:18, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9281, loss_cls: 0.9443, loss: 0.9443, grad_norm: 12.1904 2020-10-12 16:39:00,187 - mmaction - INFO - Epoch [43][2980/3520] lr: 7.500e-05, eta: 6:59:59, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9167, loss_cls: 1.0113, loss: 1.0113, grad_norm: 12.6789 2020-10-12 16:39:21,014 - mmaction - INFO - Epoch [43][3000/3520] lr: 7.500e-05, eta: 6:59:39, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9303, loss: 0.9303, grad_norm: 12.0468 2020-10-12 16:39:41,226 - mmaction - INFO - Epoch [43][3020/3520] lr: 7.500e-05, eta: 6:59:19, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9260, loss_cls: 0.9199, loss: 0.9199, grad_norm: 11.9209 2020-10-12 16:40:02,307 - mmaction - INFO - Epoch [43][3040/3520] lr: 7.500e-05, eta: 6:58:59, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.8681, loss: 0.8681, grad_norm: 11.6147 2020-10-12 16:40:23,129 - mmaction - INFO - Epoch [43][3060/3520] lr: 7.500e-05, eta: 6:58:39, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.9150, loss: 0.9150, grad_norm: 11.8384 2020-10-12 16:40:43,363 - mmaction - INFO - Epoch [43][3080/3520] lr: 7.500e-05, eta: 6:58:19, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.8998, loss: 0.8998, grad_norm: 11.4362 2020-10-12 16:41:04,244 - mmaction - INFO - Epoch [43][3100/3520] lr: 7.500e-05, eta: 6:57:59, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9198, loss_cls: 0.9755, loss: 0.9755, grad_norm: 12.3677 2020-10-12 16:41:25,091 - mmaction - INFO - Epoch [43][3120/3520] lr: 7.500e-05, eta: 6:57:39, time: 1.044, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8383, loss: 0.8383, grad_norm: 11.3307 2020-10-12 16:41:46,461 - mmaction - INFO - Epoch [43][3140/3520] lr: 7.500e-05, eta: 6:57:19, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9354, loss_cls: 0.8993, loss: 0.8993, grad_norm: 12.6713 2020-10-12 16:42:06,495 - mmaction - INFO - Epoch [43][3160/3520] lr: 7.500e-05, eta: 6:56:59, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.8855, loss: 0.8855, grad_norm: 11.8753 2020-10-12 16:42:27,290 - mmaction - INFO - Epoch [43][3180/3520] lr: 7.500e-05, eta: 6:56:40, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9208, loss_cls: 0.9738, loss: 0.9738, grad_norm: 12.1808 2020-10-12 16:42:48,464 - mmaction - INFO - Epoch [43][3200/3520] lr: 7.500e-05, eta: 6:56:20, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9354, loss_cls: 0.8501, loss: 0.8501, grad_norm: 11.1267 2020-10-12 16:43:08,897 - mmaction - INFO - Epoch [43][3220/3520] lr: 7.500e-05, eta: 6:56:00, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9156, loss_cls: 0.9620, loss: 0.9620, grad_norm: 11.9455 2020-10-12 16:43:29,230 - mmaction - INFO - Epoch [43][3240/3520] lr: 7.500e-05, eta: 6:55:40, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.8919, loss: 0.8919, grad_norm: 11.7000 2020-10-12 16:43:49,636 - mmaction - INFO - Epoch [43][3260/3520] lr: 7.500e-05, eta: 6:55:20, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9063, loss_cls: 1.0163, loss: 1.0163, grad_norm: 12.4569 2020-10-12 16:44:09,887 - mmaction - INFO - Epoch [43][3280/3520] lr: 7.500e-05, eta: 6:55:00, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9104, loss_cls: 0.9547, loss: 0.9547, grad_norm: 12.1352 2020-10-12 16:44:30,073 - mmaction - INFO - Epoch [43][3300/3520] lr: 7.500e-05, eta: 6:54:40, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9219, loss_cls: 0.9603, loss: 0.9603, grad_norm: 12.6967 2020-10-12 16:44:51,135 - mmaction - INFO - Epoch [43][3320/3520] lr: 7.500e-05, eta: 6:54:20, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9313, loss_cls: 0.8442, loss: 0.8442, grad_norm: 11.3567 2020-10-12 16:45:12,212 - mmaction - INFO - Epoch [43][3340/3520] lr: 7.500e-05, eta: 6:54:00, time: 1.052, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9240, loss_cls: 0.9440, loss: 0.9440, grad_norm: 11.7169 2020-10-12 16:45:32,828 - mmaction - INFO - Epoch [43][3360/3520] lr: 7.500e-05, eta: 6:53:40, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9292, loss_cls: 0.9170, loss: 0.9170, grad_norm: 12.0320 2020-10-12 16:45:54,231 - mmaction - INFO - Epoch [43][3380/3520] lr: 7.500e-05, eta: 6:53:20, time: 1.068, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9260, loss_cls: 0.9375, loss: 0.9375, grad_norm: 12.1374 2020-10-12 16:46:15,757 - mmaction - INFO - Epoch [43][3400/3520] lr: 7.500e-05, eta: 6:53:01, time: 1.078, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0123, loss: 1.0123, grad_norm: 12.5235 2020-10-12 16:46:35,278 - mmaction - INFO - Epoch [43][3420/3520] lr: 7.500e-05, eta: 6:52:41, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9281, loss_cls: 0.9385, loss: 0.9385, grad_norm: 11.8600 2020-10-12 16:46:55,180 - mmaction - INFO - Epoch [43][3440/3520] lr: 7.500e-05, eta: 6:52:21, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9177, loss_cls: 0.9349, loss: 0.9349, grad_norm: 12.0352 2020-10-12 16:47:15,704 - mmaction - INFO - Epoch [43][3460/3520] lr: 7.500e-05, eta: 6:52:01, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9177, loss_cls: 0.9979, loss: 0.9979, grad_norm: 12.2699 2020-10-12 16:47:35,908 - mmaction - INFO - Epoch [43][3480/3520] lr: 7.500e-05, eta: 6:51:41, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9333, loss: 0.9333, grad_norm: 11.6538 2020-10-12 16:47:56,680 - mmaction - INFO - Epoch [43][3500/3520] lr: 7.500e-05, eta: 6:51:21, time: 1.037, data_time: 0.004, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9271, loss_cls: 0.9525, loss: 0.9525, grad_norm: 12.1955 2020-10-12 16:48:16,137 - mmaction - INFO - Epoch [43][3520/3520] lr: 7.500e-05, eta: 6:51:01, time: 0.975, data_time: 0.008, memory: 10390, top1_acc: 0.7435, top5_acc: 0.9141, loss_cls: 0.9564, loss: 0.9564, grad_norm: 12.6948 2020-10-12 16:48:16,533 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-10-12 16:48:50,671 - mmaction - INFO - Epoch [44][20/3520] lr: 7.500e-05, eta: 6:50:43, time: 1.673, data_time: 0.673, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 0.9515, loss: 0.9515, grad_norm: 12.0477 2020-10-12 16:49:09,049 - mmaction - INFO - Epoch [44][40/3520] lr: 7.500e-05, eta: 6:50:23, time: 0.920, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9229, loss_cls: 0.9480, loss: 0.9480, grad_norm: 11.9476 2020-10-12 16:49:28,438 - mmaction - INFO - Epoch [44][60/3520] lr: 7.500e-05, eta: 6:50:02, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9146, loss_cls: 0.8953, loss: 0.8953, grad_norm: 11.3505 2020-10-12 16:49:48,295 - mmaction - INFO - Epoch [44][80/3520] lr: 7.500e-05, eta: 6:49:42, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9851, loss: 0.9851, grad_norm: 12.4467 2020-10-12 16:50:08,830 - mmaction - INFO - Epoch [44][100/3520] lr: 7.500e-05, eta: 6:49:22, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8453, loss: 0.8453, grad_norm: 11.5417 2020-10-12 16:50:28,948 - mmaction - INFO - Epoch [44][120/3520] lr: 7.500e-05, eta: 6:49:02, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9302, loss_cls: 0.8995, loss: 0.8995, grad_norm: 11.9350 2020-10-12 16:50:49,657 - mmaction - INFO - Epoch [44][140/3520] lr: 7.500e-05, eta: 6:48:43, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9250, loss_cls: 0.9818, loss: 0.9818, grad_norm: 12.2785 2020-10-12 16:51:10,179 - mmaction - INFO - Epoch [44][160/3520] lr: 7.500e-05, eta: 6:48:23, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9354, loss_cls: 0.7869, loss: 0.7869, grad_norm: 11.1220 2020-10-12 16:51:31,258 - mmaction - INFO - Epoch [44][180/3520] lr: 7.500e-05, eta: 6:48:03, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9146, loss_cls: 0.9824, loss: 0.9824, grad_norm: 12.6245 2020-10-12 16:51:51,172 - mmaction - INFO - Epoch [44][200/3520] lr: 7.500e-05, eta: 6:47:43, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9167, loss_cls: 0.9942, loss: 0.9942, grad_norm: 12.6801 2020-10-12 16:52:11,752 - mmaction - INFO - Epoch [44][220/3520] lr: 7.500e-05, eta: 6:47:23, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9167, loss_cls: 0.9044, loss: 0.9044, grad_norm: 11.5133 2020-10-12 16:52:31,283 - mmaction - INFO - Epoch [44][240/3520] lr: 7.500e-05, eta: 6:47:03, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9198, loss_cls: 0.9924, loss: 0.9924, grad_norm: 12.2345 2020-10-12 16:52:51,023 - mmaction - INFO - Epoch [44][260/3520] lr: 7.500e-05, eta: 6:46:43, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9240, loss_cls: 0.8610, loss: 0.8610, grad_norm: 11.6631 2020-10-12 16:53:12,440 - mmaction - INFO - Epoch [44][280/3520] lr: 7.500e-05, eta: 6:46:23, time: 1.073, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.8863, loss: 0.8863, grad_norm: 12.0617 2020-10-12 16:53:32,169 - mmaction - INFO - Epoch [44][300/3520] lr: 7.500e-05, eta: 6:46:03, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9302, loss_cls: 0.8857, loss: 0.8857, grad_norm: 12.1787 2020-10-12 16:53:52,469 - mmaction - INFO - Epoch [44][320/3520] lr: 7.500e-05, eta: 6:45:43, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8949, loss: 0.8949, grad_norm: 11.6857 2020-10-12 16:54:13,952 - mmaction - INFO - Epoch [44][340/3520] lr: 7.500e-05, eta: 6:45:23, time: 1.072, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9330, loss: 0.9330, grad_norm: 12.0607 2020-10-12 16:54:34,059 - mmaction - INFO - Epoch [44][360/3520] lr: 7.500e-05, eta: 6:45:03, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9281, loss_cls: 0.9219, loss: 0.9219, grad_norm: 11.8396 2020-10-12 16:54:53,665 - mmaction - INFO - Epoch [44][380/3520] lr: 7.500e-05, eta: 6:44:43, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9448, loss_cls: 0.8167, loss: 0.8167, grad_norm: 11.7236 2020-10-12 16:55:14,094 - mmaction - INFO - Epoch [44][400/3520] lr: 7.500e-05, eta: 6:44:23, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9260, loss_cls: 0.9044, loss: 0.9044, grad_norm: 12.0354 2020-10-12 16:55:35,088 - mmaction - INFO - Epoch [44][420/3520] lr: 7.500e-05, eta: 6:44:03, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8583, loss: 0.8583, grad_norm: 11.6726 2020-10-12 16:55:54,863 - mmaction - INFO - Epoch [44][440/3520] lr: 7.500e-05, eta: 6:43:43, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9104, loss_cls: 0.9507, loss: 0.9507, grad_norm: 12.2518 2020-10-12 16:56:14,462 - mmaction - INFO - Epoch [44][460/3520] lr: 7.500e-05, eta: 6:43:23, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9271, loss_cls: 0.9327, loss: 0.9327, grad_norm: 12.3552 2020-10-12 16:56:34,580 - mmaction - INFO - Epoch [44][480/3520] lr: 7.500e-05, eta: 6:43:03, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8732, loss: 0.8732, grad_norm: 11.7705 2020-10-12 16:56:55,196 - mmaction - INFO - Epoch [44][500/3520] lr: 7.500e-05, eta: 6:42:43, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9260, loss_cls: 0.8903, loss: 0.8903, grad_norm: 11.6732 2020-10-12 16:57:15,409 - mmaction - INFO - Epoch [44][520/3520] lr: 7.500e-05, eta: 6:42:23, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9260, loss_cls: 0.9138, loss: 0.9138, grad_norm: 12.0483 2020-10-12 16:57:35,828 - mmaction - INFO - Epoch [44][540/3520] lr: 7.500e-05, eta: 6:42:03, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.9186, loss: 0.9186, grad_norm: 11.7003 2020-10-12 16:57:55,901 - mmaction - INFO - Epoch [44][560/3520] lr: 7.500e-05, eta: 6:41:43, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9354, loss_cls: 0.8267, loss: 0.8267, grad_norm: 11.2480 2020-10-12 16:58:16,019 - mmaction - INFO - Epoch [44][580/3520] lr: 7.500e-05, eta: 6:41:23, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9432, loss: 0.9432, grad_norm: 12.2947 2020-10-12 16:58:36,073 - mmaction - INFO - Epoch [44][600/3520] lr: 7.500e-05, eta: 6:41:03, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0150, loss: 1.0150, grad_norm: 12.7060 2020-10-12 16:58:57,250 - mmaction - INFO - Epoch [44][620/3520] lr: 7.500e-05, eta: 6:40:43, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9125, loss_cls: 0.9968, loss: 0.9968, grad_norm: 12.0768 2020-10-12 16:59:16,759 - mmaction - INFO - Epoch [44][640/3520] lr: 7.500e-05, eta: 6:40:23, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 0.9615, loss: 0.9615, grad_norm: 12.3421 2020-10-12 16:59:36,610 - mmaction - INFO - Epoch [44][660/3520] lr: 7.500e-05, eta: 6:40:03, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9482, loss: 0.9482, grad_norm: 12.0167 2020-10-12 16:59:57,138 - mmaction - INFO - Epoch [44][680/3520] lr: 7.500e-05, eta: 6:39:43, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9313, loss_cls: 0.8934, loss: 0.8934, grad_norm: 12.1212 2020-10-12 17:00:19,398 - mmaction - INFO - Epoch [44][700/3520] lr: 7.500e-05, eta: 6:39:23, time: 1.103, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9333, loss_cls: 0.8691, loss: 0.8691, grad_norm: 11.8184 2020-10-12 17:00:39,733 - mmaction - INFO - Epoch [44][720/3520] lr: 7.500e-05, eta: 6:39:03, time: 1.027, data_time: 0.019, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9177, loss_cls: 0.9497, loss: 0.9497, grad_norm: 11.9093 2020-10-12 17:01:00,094 - mmaction - INFO - Epoch [44][740/3520] lr: 7.500e-05, eta: 6:38:43, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.9057, loss: 0.9057, grad_norm: 12.0802 2020-10-12 17:01:19,539 - mmaction - INFO - Epoch [44][760/3520] lr: 7.500e-05, eta: 6:38:23, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8536, loss: 0.8536, grad_norm: 11.4340 2020-10-12 17:01:39,561 - mmaction - INFO - Epoch [44][780/3520] lr: 7.500e-05, eta: 6:38:03, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9188, loss_cls: 0.9418, loss: 0.9418, grad_norm: 11.8740 2020-10-12 17:01:59,822 - mmaction - INFO - Epoch [44][800/3520] lr: 7.500e-05, eta: 6:37:43, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9008, loss: 0.9008, grad_norm: 12.1825 2020-10-12 17:02:20,146 - mmaction - INFO - Epoch [44][820/3520] lr: 7.500e-05, eta: 6:37:23, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8930, loss: 0.8930, grad_norm: 11.7153 2020-10-12 17:02:40,174 - mmaction - INFO - Epoch [44][840/3520] lr: 7.500e-05, eta: 6:37:03, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9323, loss_cls: 0.9100, loss: 0.9100, grad_norm: 12.0456 2020-10-12 17:03:00,264 - mmaction - INFO - Epoch [44][860/3520] lr: 7.500e-05, eta: 6:36:43, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9260, loss_cls: 0.8863, loss: 0.8863, grad_norm: 12.1982 2020-10-12 17:03:20,011 - mmaction - INFO - Epoch [44][880/3520] lr: 7.500e-05, eta: 6:36:23, time: 0.988, data_time: 0.008, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9323, loss_cls: 0.9358, loss: 0.9358, grad_norm: 12.4511 2020-10-12 17:03:39,943 - mmaction - INFO - Epoch [44][900/3520] lr: 7.500e-05, eta: 6:36:03, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.9066, loss: 0.9066, grad_norm: 11.7829 2020-10-12 17:04:00,305 - mmaction - INFO - Epoch [44][920/3520] lr: 7.500e-05, eta: 6:35:43, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8909, loss: 0.8909, grad_norm: 11.7119 2020-10-12 17:04:20,064 - mmaction - INFO - Epoch [44][940/3520] lr: 7.500e-05, eta: 6:35:23, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 0.9652, loss: 0.9652, grad_norm: 12.1159 2020-10-12 17:04:40,729 - mmaction - INFO - Epoch [44][960/3520] lr: 7.500e-05, eta: 6:35:03, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9156, loss_cls: 0.9349, loss: 0.9349, grad_norm: 12.0601 2020-10-12 17:05:02,458 - mmaction - INFO - Epoch [44][980/3520] lr: 7.500e-05, eta: 6:34:44, time: 1.085, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9260, loss_cls: 0.8827, loss: 0.8827, grad_norm: 11.9560 2020-10-12 17:05:22,458 - mmaction - INFO - Epoch [44][1000/3520] lr: 7.500e-05, eta: 6:34:24, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8829, loss: 0.8829, grad_norm: 11.6833 2020-10-12 17:05:41,982 - mmaction - INFO - Epoch [44][1020/3520] lr: 7.500e-05, eta: 6:34:03, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.9097, loss: 0.9097, grad_norm: 12.2050 2020-10-12 17:06:02,710 - mmaction - INFO - Epoch [44][1040/3520] lr: 7.500e-05, eta: 6:33:44, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9250, loss_cls: 0.9825, loss: 0.9825, grad_norm: 12.5657 2020-10-12 17:06:22,965 - mmaction - INFO - Epoch [44][1060/3520] lr: 7.500e-05, eta: 6:33:24, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9486, loss: 0.9486, grad_norm: 11.8899 2020-10-12 17:06:42,932 - mmaction - INFO - Epoch [44][1080/3520] lr: 7.500e-05, eta: 6:33:04, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9250, loss_cls: 0.9186, loss: 0.9186, grad_norm: 12.3020 2020-10-12 17:07:03,402 - mmaction - INFO - Epoch [44][1100/3520] lr: 7.500e-05, eta: 6:32:44, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.8605, loss: 0.8605, grad_norm: 11.6780 2020-10-12 17:07:22,847 - mmaction - INFO - Epoch [44][1120/3520] lr: 7.500e-05, eta: 6:32:23, time: 0.971, data_time: 0.008, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9229, loss_cls: 0.9030, loss: 0.9030, grad_norm: 11.9996 2020-10-12 17:07:43,778 - mmaction - INFO - Epoch [44][1140/3520] lr: 7.500e-05, eta: 6:32:04, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9229, loss_cls: 0.9095, loss: 0.9095, grad_norm: 11.8903 2020-10-12 17:08:04,129 - mmaction - INFO - Epoch [44][1160/3520] lr: 7.500e-05, eta: 6:31:44, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9323, loss_cls: 0.9197, loss: 0.9197, grad_norm: 12.0506 2020-10-12 17:08:24,941 - mmaction - INFO - Epoch [44][1180/3520] lr: 7.500e-05, eta: 6:31:24, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9264, loss: 0.9264, grad_norm: 12.2591 2020-10-12 17:08:45,428 - mmaction - INFO - Epoch [44][1200/3520] lr: 7.500e-05, eta: 6:31:04, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9250, loss_cls: 0.9001, loss: 0.9001, grad_norm: 11.9220 2020-10-12 17:09:05,049 - mmaction - INFO - Epoch [44][1220/3520] lr: 7.500e-05, eta: 6:30:44, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9208, loss_cls: 0.9722, loss: 0.9722, grad_norm: 12.5629 2020-10-12 17:09:25,193 - mmaction - INFO - Epoch [44][1240/3520] lr: 7.500e-05, eta: 6:30:24, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9448, loss_cls: 0.8690, loss: 0.8690, grad_norm: 11.8850 2020-10-12 17:09:45,581 - mmaction - INFO - Epoch [44][1260/3520] lr: 7.500e-05, eta: 6:30:04, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.9203, loss: 0.9203, grad_norm: 11.7382 2020-10-12 17:10:05,331 - mmaction - INFO - Epoch [44][1280/3520] lr: 7.500e-05, eta: 6:29:44, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9400, loss: 0.9400, grad_norm: 12.2589 2020-10-12 17:10:25,060 - mmaction - INFO - Epoch [44][1300/3520] lr: 7.500e-05, eta: 6:29:24, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9260, loss_cls: 0.9481, loss: 0.9481, grad_norm: 12.4456 2020-10-12 17:10:45,259 - mmaction - INFO - Epoch [44][1320/3520] lr: 7.500e-05, eta: 6:29:04, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9295, loss: 0.9295, grad_norm: 11.8564 2020-10-12 17:11:06,237 - mmaction - INFO - Epoch [44][1340/3520] lr: 7.500e-05, eta: 6:28:44, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9104, loss_cls: 0.9543, loss: 0.9543, grad_norm: 11.9937 2020-10-12 17:11:27,129 - mmaction - INFO - Epoch [44][1360/3520] lr: 7.500e-05, eta: 6:28:24, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9561, loss: 0.9561, grad_norm: 12.5792 2020-10-12 17:11:47,555 - mmaction - INFO - Epoch [44][1380/3520] lr: 7.500e-05, eta: 6:28:04, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9167, loss_cls: 0.8911, loss: 0.8911, grad_norm: 11.7600 2020-10-12 17:12:07,294 - mmaction - INFO - Epoch [44][1400/3520] lr: 7.500e-05, eta: 6:27:44, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8646, loss: 0.8646, grad_norm: 12.0645 2020-10-12 17:12:27,561 - mmaction - INFO - Epoch [44][1420/3520] lr: 7.500e-05, eta: 6:27:24, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9042, loss_cls: 0.9524, loss: 0.9524, grad_norm: 11.9395 2020-10-12 17:12:47,419 - mmaction - INFO - Epoch [44][1440/3520] lr: 7.500e-05, eta: 6:27:04, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9229, loss_cls: 0.9586, loss: 0.9586, grad_norm: 12.6811 2020-10-12 17:13:07,447 - mmaction - INFO - Epoch [44][1460/3520] lr: 7.500e-05, eta: 6:26:44, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9208, loss_cls: 0.8829, loss: 0.8829, grad_norm: 11.4181 2020-10-12 17:13:27,177 - mmaction - INFO - Epoch [44][1480/3520] lr: 7.500e-05, eta: 6:26:24, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9260, loss_cls: 0.9349, loss: 0.9349, grad_norm: 12.5121 2020-10-12 17:13:47,665 - mmaction - INFO - Epoch [44][1500/3520] lr: 7.500e-05, eta: 6:26:04, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9302, loss_cls: 0.8990, loss: 0.8990, grad_norm: 12.1146 2020-10-12 17:14:08,068 - mmaction - INFO - Epoch [44][1520/3520] lr: 7.500e-05, eta: 6:25:44, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9354, loss_cls: 0.8802, loss: 0.8802, grad_norm: 12.3452 2020-10-12 17:14:27,492 - mmaction - INFO - Epoch [44][1540/3520] lr: 7.500e-05, eta: 6:25:24, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9331, loss: 0.9331, grad_norm: 12.4005 2020-10-12 17:14:47,453 - mmaction - INFO - Epoch [44][1560/3520] lr: 7.500e-05, eta: 6:25:04, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9021, loss_cls: 1.0155, loss: 1.0155, grad_norm: 12.3171 2020-10-12 17:15:07,532 - mmaction - INFO - Epoch [44][1580/3520] lr: 7.500e-05, eta: 6:24:44, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9333, loss_cls: 0.9015, loss: 0.9015, grad_norm: 12.0892 2020-10-12 17:15:27,915 - mmaction - INFO - Epoch [44][1600/3520] lr: 7.500e-05, eta: 6:24:24, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8889, loss: 0.8889, grad_norm: 12.1704 2020-10-12 17:15:47,553 - mmaction - INFO - Epoch [44][1620/3520] lr: 7.500e-05, eta: 6:24:04, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9260, loss_cls: 0.8738, loss: 0.8738, grad_norm: 11.3170 2020-10-12 17:16:07,148 - mmaction - INFO - Epoch [44][1640/3520] lr: 7.500e-05, eta: 6:23:44, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 0.9937, loss: 0.9937, grad_norm: 12.3310 2020-10-12 17:16:28,031 - mmaction - INFO - Epoch [44][1660/3520] lr: 7.500e-05, eta: 6:23:24, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9292, loss_cls: 0.8561, loss: 0.8561, grad_norm: 11.9719 2020-10-12 17:16:48,203 - mmaction - INFO - Epoch [44][1680/3520] lr: 7.500e-05, eta: 6:23:04, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.8836, loss: 0.8836, grad_norm: 11.6954 2020-10-12 17:17:08,743 - mmaction - INFO - Epoch [44][1700/3520] lr: 7.500e-05, eta: 6:22:44, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9227, loss: 0.9227, grad_norm: 12.2441 2020-10-12 17:17:28,455 - mmaction - INFO - Epoch [44][1720/3520] lr: 7.500e-05, eta: 6:22:24, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9222, loss: 0.9222, grad_norm: 12.2547 2020-10-12 17:17:49,041 - mmaction - INFO - Epoch [44][1740/3520] lr: 7.500e-05, eta: 6:22:04, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9094, loss_cls: 0.9658, loss: 0.9658, grad_norm: 12.4726 2020-10-12 17:18:08,331 - mmaction - INFO - Epoch [44][1760/3520] lr: 7.500e-05, eta: 6:21:44, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9271, loss_cls: 0.9006, loss: 0.9006, grad_norm: 12.1237 2020-10-12 17:18:28,216 - mmaction - INFO - Epoch [44][1780/3520] lr: 7.500e-05, eta: 6:21:24, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9937, loss: 0.9937, grad_norm: 12.5919 2020-10-12 17:18:48,028 - mmaction - INFO - Epoch [44][1800/3520] lr: 7.500e-05, eta: 6:21:03, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9125, loss_cls: 1.0250, loss: 1.0250, grad_norm: 13.0720 2020-10-12 17:19:07,902 - mmaction - INFO - Epoch [44][1820/3520] lr: 7.500e-05, eta: 6:20:43, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.8996, loss: 0.8996, grad_norm: 12.1802 2020-10-12 17:19:27,288 - mmaction - INFO - Epoch [44][1840/3520] lr: 7.500e-05, eta: 6:20:23, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9052, loss_cls: 1.0084, loss: 1.0084, grad_norm: 12.7299 2020-10-12 17:19:48,006 - mmaction - INFO - Epoch [44][1860/3520] lr: 7.500e-05, eta: 6:20:03, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.8997, loss: 0.8997, grad_norm: 12.0168 2020-10-12 17:20:07,878 - mmaction - INFO - Epoch [44][1880/3520] lr: 7.500e-05, eta: 6:19:43, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9292, loss_cls: 0.9086, loss: 0.9086, grad_norm: 11.9397 2020-10-12 17:20:27,747 - mmaction - INFO - Epoch [44][1900/3520] lr: 7.500e-05, eta: 6:19:23, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9229, loss_cls: 0.9436, loss: 0.9436, grad_norm: 12.1797 2020-10-12 17:20:48,863 - mmaction - INFO - Epoch [44][1920/3520] lr: 7.500e-05, eta: 6:19:03, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8778, loss: 0.8778, grad_norm: 12.0662 2020-10-12 17:21:09,488 - mmaction - INFO - Epoch [44][1940/3520] lr: 7.500e-05, eta: 6:18:43, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8742, loss: 0.8742, grad_norm: 11.7194 2020-10-12 17:21:29,432 - mmaction - INFO - Epoch [44][1960/3520] lr: 7.500e-05, eta: 6:18:23, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9344, loss_cls: 0.7940, loss: 0.7940, grad_norm: 11.5790 2020-10-12 17:21:48,622 - mmaction - INFO - Epoch [44][1980/3520] lr: 7.500e-05, eta: 6:18:03, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.8991, loss: 0.8991, grad_norm: 12.0080 2020-10-12 17:22:08,944 - mmaction - INFO - Epoch [44][2000/3520] lr: 7.500e-05, eta: 6:17:43, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9188, loss_cls: 0.9538, loss: 0.9538, grad_norm: 12.2261 2020-10-12 17:22:29,591 - mmaction - INFO - Epoch [44][2020/3520] lr: 7.500e-05, eta: 6:17:23, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9104, loss_cls: 0.9660, loss: 0.9660, grad_norm: 12.2899 2020-10-12 17:22:49,675 - mmaction - INFO - Epoch [44][2040/3520] lr: 7.500e-05, eta: 6:17:03, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9684, loss: 0.9684, grad_norm: 12.4296 2020-10-12 17:23:09,946 - mmaction - INFO - Epoch [44][2060/3520] lr: 7.500e-05, eta: 6:16:43, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9292, loss_cls: 0.9634, loss: 0.9634, grad_norm: 12.5884 2020-10-12 17:23:29,578 - mmaction - INFO - Epoch [44][2080/3520] lr: 7.500e-05, eta: 6:16:23, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8562, loss: 0.8562, grad_norm: 11.7332 2020-10-12 17:23:50,018 - mmaction - INFO - Epoch [44][2100/3520] lr: 7.500e-05, eta: 6:16:03, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 0.9293, loss: 0.9293, grad_norm: 12.2998 2020-10-12 17:24:10,611 - mmaction - INFO - Epoch [44][2120/3520] lr: 7.500e-05, eta: 6:15:43, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9302, loss_cls: 0.8897, loss: 0.8897, grad_norm: 11.9344 2020-10-12 17:24:29,912 - mmaction - INFO - Epoch [44][2140/3520] lr: 7.500e-05, eta: 6:15:23, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9302, loss_cls: 0.8967, loss: 0.8967, grad_norm: 12.0824 2020-10-12 17:24:50,395 - mmaction - INFO - Epoch [44][2160/3520] lr: 7.500e-05, eta: 6:15:03, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9460, loss: 0.9460, grad_norm: 12.1163 2020-10-12 17:25:09,948 - mmaction - INFO - Epoch [44][2180/3520] lr: 7.500e-05, eta: 6:14:43, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9088, loss: 0.9088, grad_norm: 12.0368 2020-10-12 17:25:29,992 - mmaction - INFO - Epoch [44][2200/3520] lr: 7.500e-05, eta: 6:14:23, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9281, loss_cls: 0.8912, loss: 0.8912, grad_norm: 11.7828 2020-10-12 17:25:49,574 - mmaction - INFO - Epoch [44][2220/3520] lr: 7.500e-05, eta: 6:14:03, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9229, loss_cls: 0.9655, loss: 0.9655, grad_norm: 12.2217 2020-10-12 17:26:09,275 - mmaction - INFO - Epoch [44][2240/3520] lr: 7.500e-05, eta: 6:13:43, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9292, loss_cls: 0.9215, loss: 0.9215, grad_norm: 12.3077 2020-10-12 17:26:28,859 - mmaction - INFO - Epoch [44][2260/3520] lr: 7.500e-05, eta: 6:13:23, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9344, loss_cls: 0.8391, loss: 0.8391, grad_norm: 11.8178 2020-10-12 17:26:48,420 - mmaction - INFO - Epoch [44][2280/3520] lr: 7.500e-05, eta: 6:13:03, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8930, loss: 0.8930, grad_norm: 11.9047 2020-10-12 17:27:09,732 - mmaction - INFO - Epoch [44][2300/3520] lr: 7.500e-05, eta: 6:12:43, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9146, loss_cls: 0.9213, loss: 0.9213, grad_norm: 11.9380 2020-10-12 17:27:29,980 - mmaction - INFO - Epoch [44][2320/3520] lr: 7.500e-05, eta: 6:12:23, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9354, loss_cls: 0.8134, loss: 0.8134, grad_norm: 11.1529 2020-10-12 17:27:50,619 - mmaction - INFO - Epoch [44][2340/3520] lr: 7.500e-05, eta: 6:12:03, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 0.9723, loss: 0.9723, grad_norm: 12.4289 2020-10-12 17:28:10,074 - mmaction - INFO - Epoch [44][2360/3520] lr: 7.500e-05, eta: 6:11:43, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9208, loss_cls: 0.9188, loss: 0.9188, grad_norm: 12.3124 2020-10-12 17:28:31,066 - mmaction - INFO - Epoch [44][2380/3520] lr: 7.500e-05, eta: 6:11:23, time: 1.050, data_time: 0.008, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8652, loss: 0.8652, grad_norm: 12.0819 2020-10-12 17:28:50,968 - mmaction - INFO - Epoch [44][2400/3520] lr: 7.500e-05, eta: 6:11:03, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9250, loss_cls: 0.8851, loss: 0.8851, grad_norm: 12.1569 2020-10-12 17:29:10,914 - mmaction - INFO - Epoch [44][2420/3520] lr: 7.500e-05, eta: 6:10:43, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9354, loss_cls: 0.9322, loss: 0.9322, grad_norm: 12.1269 2020-10-12 17:29:30,354 - mmaction - INFO - Epoch [44][2440/3520] lr: 7.500e-05, eta: 6:10:23, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9313, loss_cls: 0.8368, loss: 0.8368, grad_norm: 11.3856 2020-10-12 17:29:50,148 - mmaction - INFO - Epoch [44][2460/3520] lr: 7.500e-05, eta: 6:10:03, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9417, loss_cls: 0.8542, loss: 0.8542, grad_norm: 11.9696 2020-10-12 17:30:09,794 - mmaction - INFO - Epoch [44][2480/3520] lr: 7.500e-05, eta: 6:09:43, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.9203, loss: 0.9203, grad_norm: 11.7703 2020-10-12 17:30:30,347 - mmaction - INFO - Epoch [44][2500/3520] lr: 7.500e-05, eta: 6:09:23, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.9202, loss: 0.9202, grad_norm: 12.2601 2020-10-12 17:30:50,003 - mmaction - INFO - Epoch [44][2520/3520] lr: 7.500e-05, eta: 6:09:03, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.8863, loss: 0.8863, grad_norm: 12.4360 2020-10-12 17:31:10,185 - mmaction - INFO - Epoch [44][2540/3520] lr: 7.500e-05, eta: 6:08:43, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9268, loss: 0.9268, grad_norm: 11.7116 2020-10-12 17:31:30,609 - mmaction - INFO - Epoch [44][2560/3520] lr: 7.500e-05, eta: 6:08:23, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9375, loss_cls: 0.8194, loss: 0.8194, grad_norm: 11.7949 2020-10-12 17:31:50,458 - mmaction - INFO - Epoch [44][2580/3520] lr: 7.500e-05, eta: 6:08:03, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9307, loss: 0.9307, grad_norm: 12.5898 2020-10-12 17:32:10,366 - mmaction - INFO - Epoch [44][2600/3520] lr: 7.500e-05, eta: 6:07:43, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9156, loss_cls: 0.9555, loss: 0.9555, grad_norm: 12.1772 2020-10-12 17:32:29,960 - mmaction - INFO - Epoch [44][2620/3520] lr: 7.500e-05, eta: 6:07:23, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9219, loss_cls: 0.9487, loss: 0.9487, grad_norm: 12.6898 2020-10-12 17:32:49,544 - mmaction - INFO - Epoch [44][2640/3520] lr: 7.500e-05, eta: 6:07:03, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9125, loss_cls: 0.9510, loss: 0.9510, grad_norm: 12.0041 2020-10-12 17:33:09,258 - mmaction - INFO - Epoch [44][2660/3520] lr: 7.500e-05, eta: 6:06:43, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9177, loss_cls: 0.9063, loss: 0.9063, grad_norm: 11.7898 2020-10-12 17:33:29,270 - mmaction - INFO - Epoch [44][2680/3520] lr: 7.500e-05, eta: 6:06:23, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9302, loss_cls: 0.9022, loss: 0.9022, grad_norm: 12.5028 2020-10-12 17:33:49,404 - mmaction - INFO - Epoch [44][2700/3520] lr: 7.500e-05, eta: 6:06:03, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9365, loss_cls: 0.8408, loss: 0.8408, grad_norm: 11.9849 2020-10-12 17:34:09,051 - mmaction - INFO - Epoch [44][2720/3520] lr: 7.500e-05, eta: 6:05:42, time: 0.982, data_time: 0.008, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9354, loss_cls: 0.8769, loss: 0.8769, grad_norm: 11.9329 2020-10-12 17:34:29,321 - mmaction - INFO - Epoch [44][2740/3520] lr: 7.500e-05, eta: 6:05:23, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.8584, loss: 0.8584, grad_norm: 11.4773 2020-10-12 17:34:48,808 - mmaction - INFO - Epoch [44][2760/3520] lr: 7.500e-05, eta: 6:05:02, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9385, loss_cls: 0.9164, loss: 0.9164, grad_norm: 11.8340 2020-10-12 17:35:08,265 - mmaction - INFO - Epoch [44][2780/3520] lr: 7.500e-05, eta: 6:04:42, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9292, loss_cls: 0.9311, loss: 0.9311, grad_norm: 12.5314 2020-10-12 17:35:28,156 - mmaction - INFO - Epoch [44][2800/3520] lr: 7.500e-05, eta: 6:04:22, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9250, loss_cls: 0.8696, loss: 0.8696, grad_norm: 11.3737 2020-10-12 17:35:47,925 - mmaction - INFO - Epoch [44][2820/3520] lr: 7.500e-05, eta: 6:04:02, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9313, loss_cls: 0.8757, loss: 0.8757, grad_norm: 11.7599 2020-10-12 17:36:07,918 - mmaction - INFO - Epoch [44][2840/3520] lr: 7.500e-05, eta: 6:03:42, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9292, loss_cls: 0.9120, loss: 0.9120, grad_norm: 12.0506 2020-10-12 17:36:27,639 - mmaction - INFO - Epoch [44][2860/3520] lr: 7.500e-05, eta: 6:03:22, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.9127, loss: 0.9127, grad_norm: 12.2216 2020-10-12 17:36:47,214 - mmaction - INFO - Epoch [44][2880/3520] lr: 7.500e-05, eta: 6:03:02, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9146, loss_cls: 0.9167, loss: 0.9167, grad_norm: 12.4981 2020-10-12 17:37:07,243 - mmaction - INFO - Epoch [44][2900/3520] lr: 7.500e-05, eta: 6:02:42, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9062, loss_cls: 1.0143, loss: 1.0143, grad_norm: 12.0836 2020-10-12 17:37:27,307 - mmaction - INFO - Epoch [44][2920/3520] lr: 7.500e-05, eta: 6:02:22, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9125, loss_cls: 0.9717, loss: 0.9717, grad_norm: 12.4648 2020-10-12 17:37:47,035 - mmaction - INFO - Epoch [44][2940/3520] lr: 7.500e-05, eta: 6:02:02, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9188, loss_cls: 0.9448, loss: 0.9448, grad_norm: 12.1742 2020-10-12 17:38:07,188 - mmaction - INFO - Epoch [44][2960/3520] lr: 7.500e-05, eta: 6:01:42, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9437, loss_cls: 0.8647, loss: 0.8647, grad_norm: 12.0865 2020-10-12 17:38:26,841 - mmaction - INFO - Epoch [44][2980/3520] lr: 7.500e-05, eta: 6:01:22, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9240, loss: 0.9240, grad_norm: 11.6709 2020-10-12 17:38:46,543 - mmaction - INFO - Epoch [44][3000/3520] lr: 7.500e-05, eta: 6:01:02, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9323, loss_cls: 0.8850, loss: 0.8850, grad_norm: 11.8987 2020-10-12 17:39:06,454 - mmaction - INFO - Epoch [44][3020/3520] lr: 7.500e-05, eta: 6:00:42, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9281, loss_cls: 0.9115, loss: 0.9115, grad_norm: 12.5741 2020-10-12 17:39:27,633 - mmaction - INFO - Epoch [44][3040/3520] lr: 7.500e-05, eta: 6:00:22, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8979, loss: 0.8979, grad_norm: 11.8501 2020-10-12 17:39:46,741 - mmaction - INFO - Epoch [44][3060/3520] lr: 7.500e-05, eta: 6:00:02, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9323, loss_cls: 0.9040, loss: 0.9040, grad_norm: 12.0891 2020-10-12 17:40:06,141 - mmaction - INFO - Epoch [44][3080/3520] lr: 7.500e-05, eta: 5:59:42, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 0.9801, loss: 0.9801, grad_norm: 12.4869 2020-10-12 17:40:25,970 - mmaction - INFO - Epoch [44][3100/3520] lr: 7.500e-05, eta: 5:59:22, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9260, loss_cls: 0.9161, loss: 0.9161, grad_norm: 12.3362 2020-10-12 17:40:45,775 - mmaction - INFO - Epoch [44][3120/3520] lr: 7.500e-05, eta: 5:59:02, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9198, loss_cls: 0.9643, loss: 0.9643, grad_norm: 12.5688 2020-10-12 17:41:05,541 - mmaction - INFO - Epoch [44][3140/3520] lr: 7.500e-05, eta: 5:58:42, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 1.0085, loss: 1.0085, grad_norm: 12.8996 2020-10-12 17:41:25,335 - mmaction - INFO - Epoch [44][3160/3520] lr: 7.500e-05, eta: 5:58:21, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9104, loss_cls: 0.9896, loss: 0.9896, grad_norm: 12.4271 2020-10-12 17:41:46,176 - mmaction - INFO - Epoch [44][3180/3520] lr: 7.500e-05, eta: 5:58:02, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9177, loss_cls: 0.9149, loss: 0.9149, grad_norm: 11.8947 2020-10-12 17:42:05,765 - mmaction - INFO - Epoch [44][3200/3520] lr: 7.500e-05, eta: 5:57:41, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9250, loss_cls: 0.8719, loss: 0.8719, grad_norm: 11.8930 2020-10-12 17:42:25,478 - mmaction - INFO - Epoch [44][3220/3520] lr: 7.500e-05, eta: 5:57:21, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9281, loss_cls: 0.8917, loss: 0.8917, grad_norm: 12.6677 2020-10-12 17:42:45,536 - mmaction - INFO - Epoch [44][3240/3520] lr: 7.500e-05, eta: 5:57:01, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.8842, loss: 0.8842, grad_norm: 12.2188 2020-10-12 17:43:05,271 - mmaction - INFO - Epoch [44][3260/3520] lr: 7.500e-05, eta: 5:56:41, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8629, loss: 0.8629, grad_norm: 11.8268 2020-10-12 17:43:25,282 - mmaction - INFO - Epoch [44][3280/3520] lr: 7.500e-05, eta: 5:56:21, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9333, loss_cls: 0.9181, loss: 0.9181, grad_norm: 12.3730 2020-10-12 17:43:44,842 - mmaction - INFO - Epoch [44][3300/3520] lr: 7.500e-05, eta: 5:56:01, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9396, loss_cls: 0.8387, loss: 0.8387, grad_norm: 11.4330 2020-10-12 17:44:04,514 - mmaction - INFO - Epoch [44][3320/3520] lr: 7.500e-05, eta: 5:55:41, time: 0.984, data_time: 0.008, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9177, loss_cls: 0.9092, loss: 0.9092, grad_norm: 12.3092 2020-10-12 17:44:24,177 - mmaction - INFO - Epoch [44][3340/3520] lr: 7.500e-05, eta: 5:55:21, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9365, loss_cls: 0.8857, loss: 0.8857, grad_norm: 12.3521 2020-10-12 17:44:44,329 - mmaction - INFO - Epoch [44][3360/3520] lr: 7.500e-05, eta: 5:55:01, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.9018, loss: 0.9018, grad_norm: 12.1809 2020-10-12 17:45:04,671 - mmaction - INFO - Epoch [44][3380/3520] lr: 7.500e-05, eta: 5:54:41, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9385, loss_cls: 0.9092, loss: 0.9092, grad_norm: 12.4007 2020-10-12 17:45:24,531 - mmaction - INFO - Epoch [44][3400/3520] lr: 7.500e-05, eta: 5:54:21, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9135, loss_cls: 0.9765, loss: 0.9765, grad_norm: 12.1345 2020-10-12 17:45:44,335 - mmaction - INFO - Epoch [44][3420/3520] lr: 7.500e-05, eta: 5:54:01, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9418, loss: 0.9418, grad_norm: 12.3385 2020-10-12 17:46:03,995 - mmaction - INFO - Epoch [44][3440/3520] lr: 7.500e-05, eta: 5:53:41, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9208, loss_cls: 0.9600, loss: 0.9600, grad_norm: 11.8299 2020-10-12 17:46:23,585 - mmaction - INFO - Epoch [44][3460/3520] lr: 7.500e-05, eta: 5:53:21, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9198, loss_cls: 0.9365, loss: 0.9365, grad_norm: 12.5338 2020-10-12 17:46:43,200 - mmaction - INFO - Epoch [44][3480/3520] lr: 7.500e-05, eta: 5:53:01, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9208, loss_cls: 0.9227, loss: 0.9227, grad_norm: 12.2017 2020-10-12 17:47:02,843 - mmaction - INFO - Epoch [44][3500/3520] lr: 7.500e-05, eta: 5:52:41, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9271, loss_cls: 0.9652, loss: 0.9652, grad_norm: 12.2136 2020-10-12 17:47:21,667 - mmaction - INFO - Epoch [44][3520/3520] lr: 7.500e-05, eta: 5:52:21, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.7576, top5_acc: 0.9239, loss_cls: 0.9375, loss: 0.9375, grad_norm: 12.3413 2020-10-12 17:47:21,971 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-10-12 17:47:56,729 - mmaction - INFO - Epoch [45][20/3520] lr: 7.500e-05, eta: 5:52:02, time: 1.708, data_time: 0.770, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8849, loss: 0.8849, grad_norm: 11.9166 2020-10-12 17:48:15,552 - mmaction - INFO - Epoch [45][40/3520] lr: 7.500e-05, eta: 5:51:42, time: 0.942, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9354, loss_cls: 0.8930, loss: 0.8930, grad_norm: 11.9545 2020-10-12 17:48:34,473 - mmaction - INFO - Epoch [45][60/3520] lr: 7.500e-05, eta: 5:51:22, time: 0.947, data_time: 0.003, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8834, loss: 0.8834, grad_norm: 11.9992 2020-10-12 17:48:55,911 - mmaction - INFO - Epoch [45][80/3520] lr: 7.500e-05, eta: 5:51:02, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9281, loss_cls: 0.8620, loss: 0.8620, grad_norm: 11.9989 2020-10-12 17:49:16,543 - mmaction - INFO - Epoch [45][100/3520] lr: 7.500e-05, eta: 5:50:42, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9125, loss_cls: 0.8913, loss: 0.8913, grad_norm: 12.2534 2020-10-12 17:49:35,529 - mmaction - INFO - Epoch [45][120/3520] lr: 7.500e-05, eta: 5:50:22, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9208, loss_cls: 0.9512, loss: 0.9512, grad_norm: 12.4856 2020-10-12 17:49:56,713 - mmaction - INFO - Epoch [45][140/3520] lr: 7.500e-05, eta: 5:50:02, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9801, loss: 0.9801, grad_norm: 12.5826 2020-10-12 17:50:15,824 - mmaction - INFO - Epoch [45][160/3520] lr: 7.500e-05, eta: 5:49:42, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9167, loss_cls: 0.9523, loss: 0.9523, grad_norm: 12.6635 2020-10-12 17:50:35,821 - mmaction - INFO - Epoch [45][180/3520] lr: 7.500e-05, eta: 5:49:22, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9302, loss_cls: 0.9301, loss: 0.9301, grad_norm: 12.6686 2020-10-12 17:50:55,569 - mmaction - INFO - Epoch [45][200/3520] lr: 7.500e-05, eta: 5:49:02, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9250, loss_cls: 0.9126, loss: 0.9126, grad_norm: 12.6513 2020-10-12 17:51:15,908 - mmaction - INFO - Epoch [45][220/3520] lr: 7.500e-05, eta: 5:48:42, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.9032, loss: 0.9032, grad_norm: 11.7740 2020-10-12 17:51:36,274 - mmaction - INFO - Epoch [45][240/3520] lr: 7.500e-05, eta: 5:48:22, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9104, loss_cls: 0.9428, loss: 0.9428, grad_norm: 11.7378 2020-10-12 17:51:56,620 - mmaction - INFO - Epoch [45][260/3520] lr: 7.500e-05, eta: 5:48:02, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9115, loss_cls: 0.9799, loss: 0.9799, grad_norm: 12.5272 2020-10-12 17:52:16,462 - mmaction - INFO - Epoch [45][280/3520] lr: 7.500e-05, eta: 5:47:42, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.8625, loss: 0.8625, grad_norm: 12.0852 2020-10-12 17:52:35,747 - mmaction - INFO - Epoch [45][300/3520] lr: 7.500e-05, eta: 5:47:22, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9365, loss_cls: 0.8623, loss: 0.8623, grad_norm: 11.9392 2020-10-12 17:52:56,061 - mmaction - INFO - Epoch [45][320/3520] lr: 7.500e-05, eta: 5:47:02, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9177, loss_cls: 0.9305, loss: 0.9305, grad_norm: 11.6895 2020-10-12 17:53:16,262 - mmaction - INFO - Epoch [45][340/3520] lr: 7.500e-05, eta: 5:46:42, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9071, loss: 0.9071, grad_norm: 12.0444 2020-10-12 17:53:37,702 - mmaction - INFO - Epoch [45][360/3520] lr: 7.500e-05, eta: 5:46:22, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9208, loss_cls: 0.9451, loss: 0.9451, grad_norm: 12.4767 2020-10-12 17:53:57,163 - mmaction - INFO - Epoch [45][380/3520] lr: 7.500e-05, eta: 5:46:02, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9313, loss_cls: 0.8411, loss: 0.8411, grad_norm: 12.1490 2020-10-12 17:54:17,802 - mmaction - INFO - Epoch [45][400/3520] lr: 7.500e-05, eta: 5:45:42, time: 1.034, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9323, loss_cls: 0.8698, loss: 0.8698, grad_norm: 11.9830 2020-10-12 17:54:38,090 - mmaction - INFO - Epoch [45][420/3520] lr: 7.500e-05, eta: 5:45:22, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9188, loss_cls: 0.9338, loss: 0.9338, grad_norm: 12.3500 2020-10-12 17:54:57,670 - mmaction - INFO - Epoch [45][440/3520] lr: 7.500e-05, eta: 5:45:02, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9396, loss_cls: 0.8543, loss: 0.8543, grad_norm: 12.0190 2020-10-12 17:55:17,229 - mmaction - INFO - Epoch [45][460/3520] lr: 7.500e-05, eta: 5:44:42, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9281, loss_cls: 0.8713, loss: 0.8713, grad_norm: 11.8317 2020-10-12 17:55:37,334 - mmaction - INFO - Epoch [45][480/3520] lr: 7.500e-05, eta: 5:44:22, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9312, loss_cls: 0.8630, loss: 0.8630, grad_norm: 11.5321 2020-10-12 17:55:57,741 - mmaction - INFO - Epoch [45][500/3520] lr: 7.500e-05, eta: 5:44:02, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9083, loss_cls: 0.9200, loss: 0.9200, grad_norm: 12.1508 2020-10-12 17:56:17,245 - mmaction - INFO - Epoch [45][520/3520] lr: 7.500e-05, eta: 5:43:42, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9333, loss_cls: 0.8972, loss: 0.8972, grad_norm: 12.3129 2020-10-12 17:56:37,403 - mmaction - INFO - Epoch [45][540/3520] lr: 7.500e-05, eta: 5:43:22, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9281, loss_cls: 0.8575, loss: 0.8575, grad_norm: 12.0845 2020-10-12 17:56:57,187 - mmaction - INFO - Epoch [45][560/3520] lr: 7.500e-05, eta: 5:43:02, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9333, loss_cls: 0.8816, loss: 0.8816, grad_norm: 11.8825 2020-10-12 17:57:16,557 - mmaction - INFO - Epoch [45][580/3520] lr: 7.500e-05, eta: 5:42:42, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9385, loss_cls: 0.8600, loss: 0.8600, grad_norm: 11.9742 2020-10-12 17:57:37,344 - mmaction - INFO - Epoch [45][600/3520] lr: 7.500e-05, eta: 5:42:22, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9187, loss_cls: 0.9545, loss: 0.9545, grad_norm: 13.3436 2020-10-12 17:57:57,259 - mmaction - INFO - Epoch [45][620/3520] lr: 7.500e-05, eta: 5:42:02, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9260, loss_cls: 0.9456, loss: 0.9456, grad_norm: 12.1494 2020-10-12 17:58:16,651 - mmaction - INFO - Epoch [45][640/3520] lr: 7.500e-05, eta: 5:41:42, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9229, loss_cls: 0.9402, loss: 0.9402, grad_norm: 12.5888 2020-10-12 17:58:36,800 - mmaction - INFO - Epoch [45][660/3520] lr: 7.500e-05, eta: 5:41:22, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9354, loss_cls: 0.8772, loss: 0.8772, grad_norm: 12.4423 2020-10-12 17:58:56,586 - mmaction - INFO - Epoch [45][680/3520] lr: 7.500e-05, eta: 5:41:02, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9281, loss_cls: 0.8614, loss: 0.8614, grad_norm: 11.8943 2020-10-12 17:59:16,453 - mmaction - INFO - Epoch [45][700/3520] lr: 7.500e-05, eta: 5:40:42, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9292, loss_cls: 0.9132, loss: 0.9132, grad_norm: 12.5622 2020-10-12 17:59:36,268 - mmaction - INFO - Epoch [45][720/3520] lr: 7.500e-05, eta: 5:40:22, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9156, loss_cls: 0.9503, loss: 0.9503, grad_norm: 12.4375 2020-10-12 17:59:56,369 - mmaction - INFO - Epoch [45][740/3520] lr: 7.500e-05, eta: 5:40:02, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.8865, loss: 0.8865, grad_norm: 12.0433 2020-10-12 18:00:21,068 - mmaction - INFO - Epoch [45][760/3520] lr: 7.500e-05, eta: 5:39:42, time: 1.227, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9323, loss_cls: 0.8654, loss: 0.8654, grad_norm: 11.9318 2020-10-12 18:00:41,573 - mmaction - INFO - Epoch [45][780/3520] lr: 7.500e-05, eta: 5:39:22, time: 1.034, data_time: 0.020, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9385, loss_cls: 0.9008, loss: 0.9008, grad_norm: 12.8126 2020-10-12 18:01:01,288 - mmaction - INFO - Epoch [45][800/3520] lr: 7.500e-05, eta: 5:39:02, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.8917, loss: 0.8917, grad_norm: 12.3661 2020-10-12 18:01:21,457 - mmaction - INFO - Epoch [45][820/3520] lr: 7.500e-05, eta: 5:38:42, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9198, loss_cls: 0.9133, loss: 0.9133, grad_norm: 12.2625 2020-10-12 18:01:41,525 - mmaction - INFO - Epoch [45][840/3520] lr: 7.500e-05, eta: 5:38:22, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9302, loss_cls: 0.9180, loss: 0.9180, grad_norm: 12.3526 2020-10-12 18:02:01,521 - mmaction - INFO - Epoch [45][860/3520] lr: 7.500e-05, eta: 5:38:02, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8596, loss: 0.8596, grad_norm: 11.8416 2020-10-12 18:02:21,215 - mmaction - INFO - Epoch [45][880/3520] lr: 7.500e-05, eta: 5:37:42, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9260, loss_cls: 0.9471, loss: 0.9471, grad_norm: 12.5744 2020-10-12 18:02:41,191 - mmaction - INFO - Epoch [45][900/3520] lr: 7.500e-05, eta: 5:37:22, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9156, loss_cls: 0.9431, loss: 0.9431, grad_norm: 12.3784 2020-10-12 18:03:01,868 - mmaction - INFO - Epoch [45][920/3520] lr: 7.500e-05, eta: 5:37:02, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9260, loss_cls: 0.9172, loss: 0.9172, grad_norm: 12.3611 2020-10-12 18:03:22,930 - mmaction - INFO - Epoch [45][940/3520] lr: 7.500e-05, eta: 5:36:42, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9208, loss_cls: 0.9089, loss: 0.9089, grad_norm: 12.4501 2020-10-12 18:03:42,683 - mmaction - INFO - Epoch [45][960/3520] lr: 7.500e-05, eta: 5:36:22, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9188, loss_cls: 0.9382, loss: 0.9382, grad_norm: 12.2496 2020-10-12 18:04:02,523 - mmaction - INFO - Epoch [45][980/3520] lr: 7.500e-05, eta: 5:36:02, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9312, loss_cls: 0.8680, loss: 0.8680, grad_norm: 12.0357 2020-10-12 18:04:23,050 - mmaction - INFO - Epoch [45][1000/3520] lr: 7.500e-05, eta: 5:35:42, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9302, loss_cls: 0.8719, loss: 0.8719, grad_norm: 12.0822 2020-10-12 18:04:42,978 - mmaction - INFO - Epoch [45][1020/3520] lr: 7.500e-05, eta: 5:35:22, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9448, loss_cls: 0.8418, loss: 0.8418, grad_norm: 11.7448 2020-10-12 18:05:03,419 - mmaction - INFO - Epoch [45][1040/3520] lr: 7.500e-05, eta: 5:35:02, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9208, loss_cls: 0.8815, loss: 0.8815, grad_norm: 11.5967 2020-10-12 18:05:23,193 - mmaction - INFO - Epoch [45][1060/3520] lr: 7.500e-05, eta: 5:34:42, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.8885, loss: 0.8885, grad_norm: 12.3829 2020-10-12 18:05:43,227 - mmaction - INFO - Epoch [45][1080/3520] lr: 7.500e-05, eta: 5:34:22, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9623, loss: 0.9623, grad_norm: 12.2029 2020-10-12 18:06:02,807 - mmaction - INFO - Epoch [45][1100/3520] lr: 7.500e-05, eta: 5:34:02, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9302, loss_cls: 0.8895, loss: 0.8895, grad_norm: 11.9557 2020-10-12 18:06:23,041 - mmaction - INFO - Epoch [45][1120/3520] lr: 7.500e-05, eta: 5:33:42, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9260, loss_cls: 0.9017, loss: 0.9017, grad_norm: 12.1554 2020-10-12 18:06:42,892 - mmaction - INFO - Epoch [45][1140/3520] lr: 7.500e-05, eta: 5:33:22, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9313, loss_cls: 0.9251, loss: 0.9251, grad_norm: 12.1627 2020-10-12 18:07:03,579 - mmaction - INFO - Epoch [45][1160/3520] lr: 7.500e-05, eta: 5:33:02, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8853, loss: 0.8853, grad_norm: 11.8175 2020-10-12 18:07:24,807 - mmaction - INFO - Epoch [45][1180/3520] lr: 7.500e-05, eta: 5:32:42, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9240, loss_cls: 0.9333, loss: 0.9333, grad_norm: 12.3458 2020-10-12 18:07:44,953 - mmaction - INFO - Epoch [45][1200/3520] lr: 7.500e-05, eta: 5:32:22, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9344, loss_cls: 0.8535, loss: 0.8535, grad_norm: 11.8186 2020-10-12 18:08:05,335 - mmaction - INFO - Epoch [45][1220/3520] lr: 7.500e-05, eta: 5:32:02, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9260, loss_cls: 0.9047, loss: 0.9047, grad_norm: 12.3604 2020-10-12 18:08:25,500 - mmaction - INFO - Epoch [45][1240/3520] lr: 7.500e-05, eta: 5:31:42, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9354, loss_cls: 0.8737, loss: 0.8737, grad_norm: 11.9921 2020-10-12 18:08:45,649 - mmaction - INFO - Epoch [45][1260/3520] lr: 7.500e-05, eta: 5:31:22, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9188, loss_cls: 0.9292, loss: 0.9292, grad_norm: 12.2974 2020-10-12 18:09:06,573 - mmaction - INFO - Epoch [45][1280/3520] lr: 7.500e-05, eta: 5:31:02, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9537, loss: 0.9537, grad_norm: 12.1383 2020-10-12 18:09:26,460 - mmaction - INFO - Epoch [45][1300/3520] lr: 7.500e-05, eta: 5:30:42, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9082, loss: 0.9082, grad_norm: 11.8069 2020-10-12 18:09:45,743 - mmaction - INFO - Epoch [45][1320/3520] lr: 7.500e-05, eta: 5:30:22, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9219, loss_cls: 0.9048, loss: 0.9048, grad_norm: 12.2214 2020-10-12 18:10:06,262 - mmaction - INFO - Epoch [45][1340/3520] lr: 7.500e-05, eta: 5:30:02, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9260, loss_cls: 0.9033, loss: 0.9033, grad_norm: 12.1620 2020-10-12 18:10:27,418 - mmaction - INFO - Epoch [45][1360/3520] lr: 7.500e-05, eta: 5:29:42, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 0.9935, loss: 0.9935, grad_norm: 12.8686 2020-10-12 18:10:47,929 - mmaction - INFO - Epoch [45][1380/3520] lr: 7.500e-05, eta: 5:29:22, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9313, loss_cls: 0.8974, loss: 0.8974, grad_norm: 11.9417 2020-10-12 18:11:08,657 - mmaction - INFO - Epoch [45][1400/3520] lr: 7.500e-05, eta: 5:29:02, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9144, loss: 0.9144, grad_norm: 11.9218 2020-10-12 18:11:28,580 - mmaction - INFO - Epoch [45][1420/3520] lr: 7.500e-05, eta: 5:28:42, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9219, loss_cls: 0.9109, loss: 0.9109, grad_norm: 11.8407 2020-10-12 18:11:50,741 - mmaction - INFO - Epoch [45][1440/3520] lr: 7.500e-05, eta: 5:28:22, time: 1.107, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9229, loss_cls: 0.9296, loss: 0.9296, grad_norm: 12.1163 2020-10-12 18:12:10,537 - mmaction - INFO - Epoch [45][1460/3520] lr: 7.500e-05, eta: 5:28:02, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9125, loss_cls: 0.9374, loss: 0.9374, grad_norm: 12.4769 2020-10-12 18:12:31,956 - mmaction - INFO - Epoch [45][1480/3520] lr: 7.500e-05, eta: 5:27:43, time: 1.068, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9187, loss_cls: 0.9116, loss: 0.9116, grad_norm: 12.4877 2020-10-12 18:12:51,788 - mmaction - INFO - Epoch [45][1500/3520] lr: 7.500e-05, eta: 5:27:23, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9056, loss: 0.9056, grad_norm: 12.8030 2020-10-12 18:13:11,730 - mmaction - INFO - Epoch [45][1520/3520] lr: 7.500e-05, eta: 5:27:02, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9469, loss_cls: 0.8618, loss: 0.8618, grad_norm: 12.3400 2020-10-12 18:13:32,318 - mmaction - INFO - Epoch [45][1540/3520] lr: 7.500e-05, eta: 5:26:43, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8797, loss: 0.8797, grad_norm: 11.7000 2020-10-12 18:13:51,680 - mmaction - INFO - Epoch [45][1560/3520] lr: 7.500e-05, eta: 5:26:22, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9120, loss: 0.9120, grad_norm: 12.3384 2020-10-12 18:14:12,328 - mmaction - INFO - Epoch [45][1580/3520] lr: 7.500e-05, eta: 5:26:02, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9344, loss_cls: 0.8776, loss: 0.8776, grad_norm: 11.9172 2020-10-12 18:14:31,466 - mmaction - INFO - Epoch [45][1600/3520] lr: 7.500e-05, eta: 5:25:42, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9393, loss: 0.9393, grad_norm: 12.1037 2020-10-12 18:14:52,148 - mmaction - INFO - Epoch [45][1620/3520] lr: 7.500e-05, eta: 5:25:22, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 0.9685, loss: 0.9685, grad_norm: 12.2270 2020-10-12 18:15:12,203 - mmaction - INFO - Epoch [45][1640/3520] lr: 7.500e-05, eta: 5:25:02, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9141, loss: 0.9141, grad_norm: 12.3647 2020-10-12 18:15:33,563 - mmaction - INFO - Epoch [45][1660/3520] lr: 7.500e-05, eta: 5:24:43, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0293, loss: 1.0293, grad_norm: 12.7044 2020-10-12 18:15:53,102 - mmaction - INFO - Epoch [45][1680/3520] lr: 7.500e-05, eta: 5:24:22, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9156, loss_cls: 0.9344, loss: 0.9344, grad_norm: 12.4118 2020-10-12 18:16:13,098 - mmaction - INFO - Epoch [45][1700/3520] lr: 7.500e-05, eta: 5:24:02, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9187, loss_cls: 0.9312, loss: 0.9312, grad_norm: 12.4875 2020-10-12 18:16:33,999 - mmaction - INFO - Epoch [45][1720/3520] lr: 7.500e-05, eta: 5:23:43, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9135, loss: 0.9135, grad_norm: 12.1172 2020-10-12 18:16:53,556 - mmaction - INFO - Epoch [45][1740/3520] lr: 7.500e-05, eta: 5:23:22, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9167, loss_cls: 0.9040, loss: 0.9040, grad_norm: 12.1536 2020-10-12 18:17:13,817 - mmaction - INFO - Epoch [45][1760/3520] lr: 7.500e-05, eta: 5:23:02, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9312, loss_cls: 0.8642, loss: 0.8642, grad_norm: 11.7291 2020-10-12 18:17:33,859 - mmaction - INFO - Epoch [45][1780/3520] lr: 7.500e-05, eta: 5:22:42, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9002, loss: 0.9002, grad_norm: 12.0493 2020-10-12 18:17:54,957 - mmaction - INFO - Epoch [45][1800/3520] lr: 7.500e-05, eta: 5:22:23, time: 1.058, data_time: 0.007, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9333, loss_cls: 0.8963, loss: 0.8963, grad_norm: 12.5927 2020-10-12 18:18:14,793 - mmaction - INFO - Epoch [45][1820/3520] lr: 7.500e-05, eta: 5:22:02, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9260, loss_cls: 0.9433, loss: 0.9433, grad_norm: 12.6025 2020-10-12 18:18:35,709 - mmaction - INFO - Epoch [45][1840/3520] lr: 7.500e-05, eta: 5:21:43, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9187, loss_cls: 0.9460, loss: 0.9460, grad_norm: 12.2744 2020-10-12 18:18:55,057 - mmaction - INFO - Epoch [45][1860/3520] lr: 7.500e-05, eta: 5:21:22, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.8577, loss: 0.8577, grad_norm: 12.0634 2020-10-12 18:19:15,628 - mmaction - INFO - Epoch [45][1880/3520] lr: 7.500e-05, eta: 5:21:02, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9442, loss: 0.9442, grad_norm: 12.1944 2020-10-12 18:19:35,706 - mmaction - INFO - Epoch [45][1900/3520] lr: 7.500e-05, eta: 5:20:42, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9271, loss_cls: 0.9360, loss: 0.9360, grad_norm: 12.6303 2020-10-12 18:19:55,380 - mmaction - INFO - Epoch [45][1920/3520] lr: 7.500e-05, eta: 5:20:22, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.8830, loss: 0.8830, grad_norm: 12.0209 2020-10-12 18:20:16,390 - mmaction - INFO - Epoch [45][1940/3520] lr: 7.500e-05, eta: 5:20:03, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9333, loss_cls: 0.8626, loss: 0.8626, grad_norm: 12.3141 2020-10-12 18:20:36,844 - mmaction - INFO - Epoch [45][1960/3520] lr: 7.500e-05, eta: 5:19:43, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9354, loss_cls: 0.8237, loss: 0.8237, grad_norm: 11.5993 2020-10-12 18:20:56,650 - mmaction - INFO - Epoch [45][1980/3520] lr: 7.500e-05, eta: 5:19:22, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9260, loss_cls: 0.9518, loss: 0.9518, grad_norm: 12.4166 2020-10-12 18:21:16,683 - mmaction - INFO - Epoch [45][2000/3520] lr: 7.500e-05, eta: 5:19:02, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.9130, loss: 0.9130, grad_norm: 12.3578 2020-10-12 18:21:37,723 - mmaction - INFO - Epoch [45][2020/3520] lr: 7.500e-05, eta: 5:18:43, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.8374, loss: 0.8374, grad_norm: 11.8261 2020-10-12 18:21:57,227 - mmaction - INFO - Epoch [45][2040/3520] lr: 7.500e-05, eta: 5:18:22, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 0.9967, loss: 0.9967, grad_norm: 12.4810 2020-10-12 18:22:17,215 - mmaction - INFO - Epoch [45][2060/3520] lr: 7.500e-05, eta: 5:18:02, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9098, loss: 0.9098, grad_norm: 11.9750 2020-10-12 18:22:37,415 - mmaction - INFO - Epoch [45][2080/3520] lr: 7.500e-05, eta: 5:17:42, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9281, loss_cls: 0.8754, loss: 0.8754, grad_norm: 11.7775 2020-10-12 18:22:57,538 - mmaction - INFO - Epoch [45][2100/3520] lr: 7.500e-05, eta: 5:17:22, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9219, loss_cls: 0.8971, loss: 0.8971, grad_norm: 12.0339 2020-10-12 18:23:18,995 - mmaction - INFO - Epoch [45][2120/3520] lr: 7.500e-05, eta: 5:17:03, time: 1.073, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9380, loss: 0.9380, grad_norm: 12.5967 2020-10-12 18:23:38,454 - mmaction - INFO - Epoch [45][2140/3520] lr: 7.500e-05, eta: 5:16:42, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9156, loss_cls: 0.9314, loss: 0.9314, grad_norm: 11.9771 2020-10-12 18:23:58,004 - mmaction - INFO - Epoch [45][2160/3520] lr: 7.500e-05, eta: 5:16:22, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9281, loss_cls: 0.9167, loss: 0.9167, grad_norm: 12.2588 2020-10-12 18:24:18,863 - mmaction - INFO - Epoch [45][2180/3520] lr: 7.500e-05, eta: 5:16:02, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9365, loss_cls: 0.9079, loss: 0.9079, grad_norm: 12.3036 2020-10-12 18:24:39,432 - mmaction - INFO - Epoch [45][2200/3520] lr: 7.500e-05, eta: 5:15:43, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9260, loss_cls: 0.9209, loss: 0.9209, grad_norm: 12.2926 2020-10-12 18:25:00,058 - mmaction - INFO - Epoch [45][2220/3520] lr: 7.500e-05, eta: 5:15:23, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9354, loss_cls: 0.9181, loss: 0.9181, grad_norm: 12.5176 2020-10-12 18:25:20,078 - mmaction - INFO - Epoch [45][2240/3520] lr: 7.500e-05, eta: 5:15:03, time: 1.001, data_time: 0.009, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9252, loss: 0.9252, grad_norm: 12.5653 2020-10-12 18:25:39,607 - mmaction - INFO - Epoch [45][2260/3520] lr: 7.500e-05, eta: 5:14:42, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8516, loss: 0.8516, grad_norm: 11.7489 2020-10-12 18:26:00,075 - mmaction - INFO - Epoch [45][2280/3520] lr: 7.500e-05, eta: 5:14:22, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9313, loss_cls: 0.8788, loss: 0.8788, grad_norm: 12.1891 2020-10-12 18:26:20,128 - mmaction - INFO - Epoch [45][2300/3520] lr: 7.500e-05, eta: 5:14:02, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9417, loss_cls: 0.8396, loss: 0.8396, grad_norm: 12.3132 2020-10-12 18:26:39,888 - mmaction - INFO - Epoch [45][2320/3520] lr: 7.500e-05, eta: 5:13:42, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9167, loss_cls: 0.9526, loss: 0.9526, grad_norm: 12.4490 2020-10-12 18:26:59,920 - mmaction - INFO - Epoch [45][2340/3520] lr: 7.500e-05, eta: 5:13:22, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9344, loss_cls: 0.8713, loss: 0.8713, grad_norm: 12.1649 2020-10-12 18:27:19,632 - mmaction - INFO - Epoch [45][2360/3520] lr: 7.500e-05, eta: 5:13:02, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9302, loss_cls: 0.8631, loss: 0.8631, grad_norm: 12.2133 2020-10-12 18:27:40,135 - mmaction - INFO - Epoch [45][2380/3520] lr: 7.500e-05, eta: 5:12:42, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9063, loss_cls: 1.0076, loss: 1.0076, grad_norm: 12.6558 2020-10-12 18:28:00,399 - mmaction - INFO - Epoch [45][2400/3520] lr: 7.500e-05, eta: 5:12:22, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9229, loss_cls: 0.9159, loss: 0.9159, grad_norm: 12.2882 2020-10-12 18:28:21,191 - mmaction - INFO - Epoch [45][2420/3520] lr: 7.500e-05, eta: 5:12:02, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.8956, loss: 0.8956, grad_norm: 12.3348 2020-10-12 18:28:41,218 - mmaction - INFO - Epoch [45][2440/3520] lr: 7.500e-05, eta: 5:11:42, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9281, loss_cls: 0.9307, loss: 0.9307, grad_norm: 12.1827 2020-10-12 18:29:01,399 - mmaction - INFO - Epoch [45][2460/3520] lr: 7.500e-05, eta: 5:11:22, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9344, loss_cls: 0.8890, loss: 0.8890, grad_norm: 12.0763 2020-10-12 18:29:21,204 - mmaction - INFO - Epoch [45][2480/3520] lr: 7.500e-05, eta: 5:11:02, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8761, loss: 0.8761, grad_norm: 12.0051 2020-10-12 18:29:42,025 - mmaction - INFO - Epoch [45][2500/3520] lr: 7.500e-05, eta: 5:10:42, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.9138, loss: 0.9138, grad_norm: 11.8815 2020-10-12 18:30:02,105 - mmaction - INFO - Epoch [45][2520/3520] lr: 7.500e-05, eta: 5:10:22, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9198, loss_cls: 0.9651, loss: 0.9651, grad_norm: 12.7217 2020-10-12 18:30:23,490 - mmaction - INFO - Epoch [45][2540/3520] lr: 7.500e-05, eta: 5:10:03, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9313, loss_cls: 0.8514, loss: 0.8514, grad_norm: 12.0794 2020-10-12 18:30:42,621 - mmaction - INFO - Epoch [45][2560/3520] lr: 7.500e-05, eta: 5:09:42, time: 0.958, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.9222, loss: 0.9222, grad_norm: 12.3731 2020-10-12 18:31:02,320 - mmaction - INFO - Epoch [45][2580/3520] lr: 7.500e-05, eta: 5:09:22, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9271, loss_cls: 0.8923, loss: 0.8923, grad_norm: 12.1220 2020-10-12 18:31:22,808 - mmaction - INFO - Epoch [45][2600/3520] lr: 7.500e-05, eta: 5:09:02, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9254, loss: 0.9254, grad_norm: 12.5825 2020-10-12 18:31:43,092 - mmaction - INFO - Epoch [45][2620/3520] lr: 7.500e-05, eta: 5:08:42, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8197, loss: 0.8197, grad_norm: 11.4489 2020-10-12 18:32:02,917 - mmaction - INFO - Epoch [45][2640/3520] lr: 7.500e-05, eta: 5:08:22, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9333, loss_cls: 0.8976, loss: 0.8976, grad_norm: 11.9708 2020-10-12 18:32:23,496 - mmaction - INFO - Epoch [45][2660/3520] lr: 7.500e-05, eta: 5:08:02, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8779, loss: 0.8779, grad_norm: 11.7052 2020-10-12 18:32:43,721 - mmaction - INFO - Epoch [45][2680/3520] lr: 7.500e-05, eta: 5:07:42, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9286, loss: 0.9286, grad_norm: 12.0498 2020-10-12 18:33:04,464 - mmaction - INFO - Epoch [45][2700/3520] lr: 7.500e-05, eta: 5:07:22, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9208, loss_cls: 0.9200, loss: 0.9200, grad_norm: 12.5710 2020-10-12 18:33:23,908 - mmaction - INFO - Epoch [45][2720/3520] lr: 7.500e-05, eta: 5:07:02, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9167, loss_cls: 0.9676, loss: 0.9676, grad_norm: 12.4288 2020-10-12 18:33:44,061 - mmaction - INFO - Epoch [45][2740/3520] lr: 7.500e-05, eta: 5:06:42, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9198, loss_cls: 0.9640, loss: 0.9640, grad_norm: 12.1706 2020-10-12 18:34:03,727 - mmaction - INFO - Epoch [45][2760/3520] lr: 7.500e-05, eta: 5:06:22, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9073, loss_cls: 0.9815, loss: 0.9815, grad_norm: 12.7613 2020-10-12 18:34:23,160 - mmaction - INFO - Epoch [45][2780/3520] lr: 7.500e-05, eta: 5:06:02, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8763, loss: 0.8763, grad_norm: 12.0866 2020-10-12 18:34:43,136 - mmaction - INFO - Epoch [45][2800/3520] lr: 7.500e-05, eta: 5:05:42, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9333, loss_cls: 0.8585, loss: 0.8585, grad_norm: 11.8493 2020-10-12 18:35:04,752 - mmaction - INFO - Epoch [45][2820/3520] lr: 7.500e-05, eta: 5:05:22, time: 1.078, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9177, loss_cls: 0.9613, loss: 0.9613, grad_norm: 12.2017 2020-10-12 18:35:23,790 - mmaction - INFO - Epoch [45][2840/3520] lr: 7.500e-05, eta: 5:05:02, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.9241, loss: 0.9241, grad_norm: 12.2347 2020-10-12 18:35:44,345 - mmaction - INFO - Epoch [45][2860/3520] lr: 7.500e-05, eta: 5:04:42, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9333, loss_cls: 0.9191, loss: 0.9191, grad_norm: 12.7436 2020-10-12 18:36:03,388 - mmaction - INFO - Epoch [45][2880/3520] lr: 7.500e-05, eta: 5:04:22, time: 0.950, data_time: 0.004, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9427, loss_cls: 0.7977, loss: 0.7977, grad_norm: 11.9228 2020-10-12 18:36:22,976 - mmaction - INFO - Epoch [45][2900/3520] lr: 7.500e-05, eta: 5:04:02, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9187, loss_cls: 0.9322, loss: 0.9322, grad_norm: 11.8920 2020-10-12 18:36:42,697 - mmaction - INFO - Epoch [45][2920/3520] lr: 7.500e-05, eta: 5:03:42, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9333, loss_cls: 0.8719, loss: 0.8719, grad_norm: 12.1465 2020-10-12 18:37:02,187 - mmaction - INFO - Epoch [45][2940/3520] lr: 7.500e-05, eta: 5:03:22, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8208, loss: 0.8208, grad_norm: 11.6955 2020-10-12 18:37:23,292 - mmaction - INFO - Epoch [45][2960/3520] lr: 7.500e-05, eta: 5:03:02, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9177, loss_cls: 0.9332, loss: 0.9332, grad_norm: 12.2134 2020-10-12 18:37:43,338 - mmaction - INFO - Epoch [45][2980/3520] lr: 7.500e-05, eta: 5:02:42, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.8831, loss: 0.8831, grad_norm: 11.8164 2020-10-12 18:38:02,749 - mmaction - INFO - Epoch [45][3000/3520] lr: 7.500e-05, eta: 5:02:22, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8947, loss: 0.8947, grad_norm: 12.1712 2020-10-12 18:38:22,930 - mmaction - INFO - Epoch [45][3020/3520] lr: 7.500e-05, eta: 5:02:02, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9219, loss_cls: 0.9861, loss: 0.9861, grad_norm: 13.0490 2020-10-12 18:38:42,435 - mmaction - INFO - Epoch [45][3040/3520] lr: 7.500e-05, eta: 5:01:42, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9241, loss: 0.9241, grad_norm: 12.2559 2020-10-12 18:39:02,095 - mmaction - INFO - Epoch [45][3060/3520] lr: 7.500e-05, eta: 5:01:22, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9271, loss_cls: 0.8934, loss: 0.8934, grad_norm: 12.3318 2020-10-12 18:39:21,820 - mmaction - INFO - Epoch [45][3080/3520] lr: 7.500e-05, eta: 5:01:02, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8748, loss: 0.8748, grad_norm: 11.9834 2020-10-12 18:39:42,118 - mmaction - INFO - Epoch [45][3100/3520] lr: 7.500e-05, eta: 5:00:42, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8704, loss: 0.8704, grad_norm: 12.2064 2020-10-12 18:40:01,778 - mmaction - INFO - Epoch [45][3120/3520] lr: 7.500e-05, eta: 5:00:22, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9229, loss_cls: 0.9036, loss: 0.9036, grad_norm: 12.3641 2020-10-12 18:40:22,447 - mmaction - INFO - Epoch [45][3140/3520] lr: 7.500e-05, eta: 5:00:02, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9146, loss_cls: 0.9367, loss: 0.9367, grad_norm: 12.0093 2020-10-12 18:40:43,082 - mmaction - INFO - Epoch [45][3160/3520] lr: 7.500e-05, eta: 4:59:42, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8824, loss: 0.8824, grad_norm: 11.9455 2020-10-12 18:41:03,132 - mmaction - INFO - Epoch [45][3180/3520] lr: 7.500e-05, eta: 4:59:22, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9427, loss_cls: 0.8353, loss: 0.8353, grad_norm: 11.7775 2020-10-12 18:41:22,684 - mmaction - INFO - Epoch [45][3200/3520] lr: 7.500e-05, eta: 4:59:02, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.8956, loss: 0.8956, grad_norm: 11.9229 2020-10-12 18:41:42,057 - mmaction - INFO - Epoch [45][3220/3520] lr: 7.500e-05, eta: 4:58:41, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.9011, loss: 0.9011, grad_norm: 12.2378 2020-10-12 18:42:02,411 - mmaction - INFO - Epoch [45][3240/3520] lr: 7.500e-05, eta: 4:58:21, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8636, loss: 0.8636, grad_norm: 11.8019 2020-10-12 18:42:22,055 - mmaction - INFO - Epoch [45][3260/3520] lr: 7.500e-05, eta: 4:58:01, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9281, loss_cls: 0.8901, loss: 0.8901, grad_norm: 12.3270 2020-10-12 18:42:42,231 - mmaction - INFO - Epoch [45][3280/3520] lr: 7.500e-05, eta: 4:57:41, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9344, loss_cls: 0.9107, loss: 0.9107, grad_norm: 12.2453 2020-10-12 18:43:02,278 - mmaction - INFO - Epoch [45][3300/3520] lr: 7.500e-05, eta: 4:57:21, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9260, loss_cls: 0.9146, loss: 0.9146, grad_norm: 12.6170 2020-10-12 18:43:21,802 - mmaction - INFO - Epoch [45][3320/3520] lr: 7.500e-05, eta: 4:57:01, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9094, loss_cls: 0.9390, loss: 0.9390, grad_norm: 11.8124 2020-10-12 18:43:43,538 - mmaction - INFO - Epoch [45][3340/3520] lr: 7.500e-05, eta: 4:56:41, time: 1.087, data_time: 0.003, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9229, loss_cls: 0.9298, loss: 0.9298, grad_norm: 12.2583 2020-10-12 18:44:03,107 - mmaction - INFO - Epoch [45][3360/3520] lr: 7.500e-05, eta: 4:56:21, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9167, loss_cls: 0.9723, loss: 0.9723, grad_norm: 12.7599 2020-10-12 18:44:22,600 - mmaction - INFO - Epoch [45][3380/3520] lr: 7.500e-05, eta: 4:56:01, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9198, loss_cls: 0.9902, loss: 0.9902, grad_norm: 12.3408 2020-10-12 18:44:42,587 - mmaction - INFO - Epoch [45][3400/3520] lr: 7.500e-05, eta: 4:55:41, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9073, loss_cls: 0.9920, loss: 0.9920, grad_norm: 12.1870 2020-10-12 18:45:01,762 - mmaction - INFO - Epoch [45][3420/3520] lr: 7.500e-05, eta: 4:55:21, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9219, loss: 0.9219, grad_norm: 12.2352 2020-10-12 18:45:21,330 - mmaction - INFO - Epoch [45][3440/3520] lr: 7.500e-05, eta: 4:55:01, time: 0.981, data_time: 0.008, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9260, loss_cls: 0.8804, loss: 0.8804, grad_norm: 12.0915 2020-10-12 18:45:41,276 - mmaction - INFO - Epoch [45][3460/3520] lr: 7.500e-05, eta: 4:54:41, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9265, loss: 0.9265, grad_norm: 12.5500 2020-10-12 18:46:00,939 - mmaction - INFO - Epoch [45][3480/3520] lr: 7.500e-05, eta: 4:54:21, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9312, loss_cls: 0.8344, loss: 0.8344, grad_norm: 11.6346 2020-10-12 18:46:20,506 - mmaction - INFO - Epoch [45][3500/3520] lr: 7.500e-05, eta: 4:54:01, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9333, loss_cls: 0.8593, loss: 0.8593, grad_norm: 11.7239 2020-10-12 18:46:39,535 - mmaction - INFO - Epoch [45][3520/3520] lr: 7.500e-05, eta: 4:53:41, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.7478, top5_acc: 0.9370, loss_cls: 0.9035, loss: 0.9035, grad_norm: 12.8046 2020-10-12 18:46:39,849 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-12 18:47:15,077 - mmaction - INFO - Epoch [46][20/3520] lr: 7.500e-05, eta: 4:53:22, time: 1.731, data_time: 0.816, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9292, loss_cls: 0.8907, loss: 0.8907, grad_norm: 12.0320 2020-10-12 18:47:33,094 - mmaction - INFO - Epoch [46][40/3520] lr: 7.500e-05, eta: 4:53:02, time: 0.902, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8686, loss: 0.8686, grad_norm: 12.0909 2020-10-12 18:47:53,421 - mmaction - INFO - Epoch [46][60/3520] lr: 7.500e-05, eta: 4:52:42, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9302, loss_cls: 0.8983, loss: 0.8983, grad_norm: 12.2560 2020-10-12 18:48:12,403 - mmaction - INFO - Epoch [46][80/3520] lr: 7.500e-05, eta: 4:52:22, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8829, loss: 0.8829, grad_norm: 12.4908 2020-10-12 18:48:32,601 - mmaction - INFO - Epoch [46][100/3520] lr: 7.500e-05, eta: 4:52:02, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9271, loss_cls: 0.8272, loss: 0.8272, grad_norm: 11.4557 2020-10-12 18:48:52,460 - mmaction - INFO - Epoch [46][120/3520] lr: 7.500e-05, eta: 4:51:42, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9365, loss_cls: 0.8532, loss: 0.8532, grad_norm: 11.8327 2020-10-12 18:49:13,000 - mmaction - INFO - Epoch [46][140/3520] lr: 7.500e-05, eta: 4:51:22, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.9012, loss: 0.9012, grad_norm: 12.2856 2020-10-12 18:49:33,710 - mmaction - INFO - Epoch [46][160/3520] lr: 7.500e-05, eta: 4:51:02, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9302, loss_cls: 0.8845, loss: 0.8845, grad_norm: 12.0375 2020-10-12 18:49:53,318 - mmaction - INFO - Epoch [46][180/3520] lr: 7.500e-05, eta: 4:50:42, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9375, loss_cls: 0.8339, loss: 0.8339, grad_norm: 12.2626 2020-10-12 18:50:13,105 - mmaction - INFO - Epoch [46][200/3520] lr: 7.500e-05, eta: 4:50:22, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9083, loss_cls: 0.9960, loss: 0.9960, grad_norm: 12.7129 2020-10-12 18:50:33,126 - mmaction - INFO - Epoch [46][220/3520] lr: 7.500e-05, eta: 4:50:02, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9250, loss_cls: 0.9052, loss: 0.9052, grad_norm: 12.0931 2020-10-12 18:50:52,816 - mmaction - INFO - Epoch [46][240/3520] lr: 7.500e-05, eta: 4:49:42, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9007, loss: 0.9007, grad_norm: 12.1408 2020-10-12 18:51:12,261 - mmaction - INFO - Epoch [46][260/3520] lr: 7.500e-05, eta: 4:49:22, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9219, loss_cls: 0.9268, loss: 0.9268, grad_norm: 12.5765 2020-10-12 18:51:32,969 - mmaction - INFO - Epoch [46][280/3520] lr: 7.500e-05, eta: 4:49:02, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9333, loss_cls: 0.8184, loss: 0.8184, grad_norm: 11.8536 2020-10-12 18:51:53,079 - mmaction - INFO - Epoch [46][300/3520] lr: 7.500e-05, eta: 4:48:42, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.9026, loss: 0.9026, grad_norm: 12.3032 2020-10-12 18:52:14,557 - mmaction - INFO - Epoch [46][320/3520] lr: 7.500e-05, eta: 4:48:22, time: 1.071, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.8954, loss: 0.8954, grad_norm: 12.1565 2020-10-12 18:52:34,202 - mmaction - INFO - Epoch [46][340/3520] lr: 7.500e-05, eta: 4:48:02, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9344, loss_cls: 0.8482, loss: 0.8482, grad_norm: 11.9281 2020-10-12 18:52:53,736 - mmaction - INFO - Epoch [46][360/3520] lr: 7.500e-05, eta: 4:47:42, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9042, loss_cls: 0.9851, loss: 0.9851, grad_norm: 12.8022 2020-10-12 18:53:14,133 - mmaction - INFO - Epoch [46][380/3520] lr: 7.500e-05, eta: 4:47:22, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9260, loss_cls: 0.9155, loss: 0.9155, grad_norm: 12.1393 2020-10-12 18:53:34,731 - mmaction - INFO - Epoch [46][400/3520] lr: 7.500e-05, eta: 4:47:02, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9188, loss_cls: 0.9416, loss: 0.9416, grad_norm: 12.5114 2020-10-12 18:53:54,066 - mmaction - INFO - Epoch [46][420/3520] lr: 7.500e-05, eta: 4:46:42, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9517, loss: 0.9517, grad_norm: 12.5337 2020-10-12 18:54:14,364 - mmaction - INFO - Epoch [46][440/3520] lr: 7.500e-05, eta: 4:46:22, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9188, loss_cls: 0.9486, loss: 0.9486, grad_norm: 12.7176 2020-10-12 18:54:34,928 - mmaction - INFO - Epoch [46][460/3520] lr: 7.500e-05, eta: 4:46:02, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8870, loss: 0.8870, grad_norm: 12.4621 2020-10-12 18:54:54,352 - mmaction - INFO - Epoch [46][480/3520] lr: 7.500e-05, eta: 4:45:42, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8715, loss: 0.8715, grad_norm: 12.1049 2020-10-12 18:55:14,616 - mmaction - INFO - Epoch [46][500/3520] lr: 7.500e-05, eta: 4:45:22, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.9192, loss: 0.9192, grad_norm: 12.5046 2020-10-12 18:55:35,498 - mmaction - INFO - Epoch [46][520/3520] lr: 7.500e-05, eta: 4:45:02, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9375, loss_cls: 0.9285, loss: 0.9285, grad_norm: 12.2859 2020-10-12 18:55:55,133 - mmaction - INFO - Epoch [46][540/3520] lr: 7.500e-05, eta: 4:44:42, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8198, loss: 0.8198, grad_norm: 11.4499 2020-10-12 18:56:14,527 - mmaction - INFO - Epoch [46][560/3520] lr: 7.500e-05, eta: 4:44:22, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9302, loss_cls: 0.8752, loss: 0.8752, grad_norm: 11.5963 2020-10-12 18:56:34,787 - mmaction - INFO - Epoch [46][580/3520] lr: 7.500e-05, eta: 4:44:02, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9385, loss_cls: 0.8681, loss: 0.8681, grad_norm: 12.3956 2020-10-12 18:56:55,677 - mmaction - INFO - Epoch [46][600/3520] lr: 7.500e-05, eta: 4:43:42, time: 1.048, data_time: 0.009, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9260, loss_cls: 0.9102, loss: 0.9102, grad_norm: 11.9406 2020-10-12 18:57:14,996 - mmaction - INFO - Epoch [46][620/3520] lr: 7.500e-05, eta: 4:43:21, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.8541, loss: 0.8541, grad_norm: 11.8485 2020-10-12 18:57:34,876 - mmaction - INFO - Epoch [46][640/3520] lr: 7.500e-05, eta: 4:43:01, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8709, loss: 0.8709, grad_norm: 12.2287 2020-10-12 18:57:54,409 - mmaction - INFO - Epoch [46][660/3520] lr: 7.500e-05, eta: 4:42:41, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9271, loss_cls: 0.8540, loss: 0.8540, grad_norm: 11.8505 2020-10-12 18:58:14,411 - mmaction - INFO - Epoch [46][680/3520] lr: 7.500e-05, eta: 4:42:21, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9323, loss_cls: 0.9018, loss: 0.9018, grad_norm: 12.2599 2020-10-12 18:58:34,213 - mmaction - INFO - Epoch [46][700/3520] lr: 7.500e-05, eta: 4:42:01, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9135, loss_cls: 0.9692, loss: 0.9692, grad_norm: 12.7244 2020-10-12 18:58:53,692 - mmaction - INFO - Epoch [46][720/3520] lr: 7.500e-05, eta: 4:41:41, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9333, loss_cls: 0.8566, loss: 0.8566, grad_norm: 12.0714 2020-10-12 18:59:12,931 - mmaction - INFO - Epoch [46][740/3520] lr: 7.500e-05, eta: 4:41:21, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8759, loss: 0.8759, grad_norm: 12.1315 2020-10-12 18:59:32,677 - mmaction - INFO - Epoch [46][760/3520] lr: 7.500e-05, eta: 4:41:01, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9240, loss_cls: 0.8972, loss: 0.8972, grad_norm: 12.4807 2020-10-12 18:59:52,587 - mmaction - INFO - Epoch [46][780/3520] lr: 7.500e-05, eta: 4:40:41, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.9459, loss: 0.9459, grad_norm: 12.8083 2020-10-12 19:00:14,633 - mmaction - INFO - Epoch [46][800/3520] lr: 7.500e-05, eta: 4:40:21, time: 1.093, data_time: 0.007, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9354, loss_cls: 0.8548, loss: 0.8548, grad_norm: 11.6889 2020-10-12 19:00:33,388 - mmaction - INFO - Epoch [46][820/3520] lr: 7.500e-05, eta: 4:40:01, time: 0.949, data_time: 0.019, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9437, loss_cls: 0.8304, loss: 0.8304, grad_norm: 11.8227 2020-10-12 19:00:53,322 - mmaction - INFO - Epoch [46][840/3520] lr: 7.500e-05, eta: 4:39:41, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8707, loss: 0.8707, grad_norm: 11.9623 2020-10-12 19:01:12,860 - mmaction - INFO - Epoch [46][860/3520] lr: 7.500e-05, eta: 4:39:21, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.8938, loss: 0.8938, grad_norm: 12.5407 2020-10-12 19:01:32,325 - mmaction - INFO - Epoch [46][880/3520] lr: 7.500e-05, eta: 4:39:01, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.8954, loss: 0.8954, grad_norm: 12.2613 2020-10-12 19:01:52,705 - mmaction - INFO - Epoch [46][900/3520] lr: 7.500e-05, eta: 4:38:41, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9323, loss_cls: 0.8685, loss: 0.8685, grad_norm: 12.2102 2020-10-12 19:02:13,390 - mmaction - INFO - Epoch [46][920/3520] lr: 7.500e-05, eta: 4:38:21, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8886, loss: 0.8886, grad_norm: 12.1683 2020-10-12 19:02:32,347 - mmaction - INFO - Epoch [46][940/3520] lr: 7.500e-05, eta: 4:38:01, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9365, loss_cls: 0.8996, loss: 0.8996, grad_norm: 12.1992 2020-10-12 19:02:52,171 - mmaction - INFO - Epoch [46][960/3520] lr: 7.500e-05, eta: 4:37:41, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9302, loss_cls: 0.9085, loss: 0.9085, grad_norm: 12.3275 2020-10-12 19:03:11,878 - mmaction - INFO - Epoch [46][980/3520] lr: 7.500e-05, eta: 4:37:21, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.8820, loss: 0.8820, grad_norm: 11.9907 2020-10-12 19:03:31,580 - mmaction - INFO - Epoch [46][1000/3520] lr: 7.500e-05, eta: 4:37:01, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9083, loss_cls: 0.9642, loss: 0.9642, grad_norm: 12.5167 2020-10-12 19:03:51,173 - mmaction - INFO - Epoch [46][1020/3520] lr: 7.500e-05, eta: 4:36:40, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8681, loss: 0.8681, grad_norm: 11.8198 2020-10-12 19:04:10,845 - mmaction - INFO - Epoch [46][1040/3520] lr: 7.500e-05, eta: 4:36:20, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9167, loss_cls: 0.9504, loss: 0.9504, grad_norm: 12.6547 2020-10-12 19:04:30,800 - mmaction - INFO - Epoch [46][1060/3520] lr: 7.500e-05, eta: 4:36:00, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8922, loss: 0.8922, grad_norm: 12.2270 2020-10-12 19:04:50,442 - mmaction - INFO - Epoch [46][1080/3520] lr: 7.500e-05, eta: 4:35:40, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9354, loss_cls: 0.8921, loss: 0.8921, grad_norm: 12.2124 2020-10-12 19:05:10,035 - mmaction - INFO - Epoch [46][1100/3520] lr: 7.500e-05, eta: 4:35:20, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9332, loss: 0.9332, grad_norm: 12.7584 2020-10-12 19:05:31,249 - mmaction - INFO - Epoch [46][1120/3520] lr: 7.500e-05, eta: 4:35:00, time: 1.062, data_time: 0.003, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9271, loss_cls: 0.8404, loss: 0.8404, grad_norm: 11.7055 2020-10-12 19:05:51,028 - mmaction - INFO - Epoch [46][1140/3520] lr: 7.500e-05, eta: 4:34:40, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9344, loss_cls: 0.8425, loss: 0.8425, grad_norm: 11.8397 2020-10-12 19:06:10,142 - mmaction - INFO - Epoch [46][1160/3520] lr: 7.500e-05, eta: 4:34:20, time: 0.958, data_time: 0.008, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9417, loss_cls: 0.8746, loss: 0.8746, grad_norm: 12.2034 2020-10-12 19:06:30,706 - mmaction - INFO - Epoch [46][1180/3520] lr: 7.500e-05, eta: 4:34:00, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.8967, loss: 0.8967, grad_norm: 12.2501 2020-10-12 19:06:50,412 - mmaction - INFO - Epoch [46][1200/3520] lr: 7.500e-05, eta: 4:33:40, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8285, loss: 0.8285, grad_norm: 11.8603 2020-10-12 19:07:10,109 - mmaction - INFO - Epoch [46][1220/3520] lr: 7.500e-05, eta: 4:33:20, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8796, loss: 0.8796, grad_norm: 12.0561 2020-10-12 19:07:30,516 - mmaction - INFO - Epoch [46][1240/3520] lr: 7.500e-05, eta: 4:33:00, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8518, loss: 0.8518, grad_norm: 12.2183 2020-10-12 19:07:50,455 - mmaction - INFO - Epoch [46][1260/3520] lr: 7.500e-05, eta: 4:32:40, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.8950, loss: 0.8950, grad_norm: 12.1775 2020-10-12 19:08:10,265 - mmaction - INFO - Epoch [46][1280/3520] lr: 7.500e-05, eta: 4:32:20, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9252, loss: 0.9252, grad_norm: 12.5492 2020-10-12 19:08:31,892 - mmaction - INFO - Epoch [46][1300/3520] lr: 7.500e-05, eta: 4:32:00, time: 1.082, data_time: 0.004, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9436, loss: 0.9436, grad_norm: 12.3933 2020-10-12 19:08:52,628 - mmaction - INFO - Epoch [46][1320/3520] lr: 7.500e-05, eta: 4:31:40, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.8946, loss: 0.8946, grad_norm: 11.7767 2020-10-12 19:09:11,612 - mmaction - INFO - Epoch [46][1340/3520] lr: 7.500e-05, eta: 4:31:20, time: 0.953, data_time: 0.007, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9260, loss_cls: 0.8842, loss: 0.8842, grad_norm: 11.9470 2020-10-12 19:09:30,756 - mmaction - INFO - Epoch [46][1360/3520] lr: 7.500e-05, eta: 4:31:00, time: 0.956, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9250, loss_cls: 0.9264, loss: 0.9264, grad_norm: 12.3861 2020-10-12 19:09:51,347 - mmaction - INFO - Epoch [46][1380/3520] lr: 7.500e-05, eta: 4:30:40, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8766, loss: 0.8766, grad_norm: 11.7430 2020-10-12 19:10:13,160 - mmaction - INFO - Epoch [46][1400/3520] lr: 7.500e-05, eta: 4:30:20, time: 1.088, data_time: 0.004, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9354, loss_cls: 0.8431, loss: 0.8431, grad_norm: 12.3735 2020-10-12 19:10:32,983 - mmaction - INFO - Epoch [46][1420/3520] lr: 7.500e-05, eta: 4:30:00, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.8648, loss: 0.8648, grad_norm: 11.7476 2020-10-12 19:10:53,316 - mmaction - INFO - Epoch [46][1440/3520] lr: 7.500e-05, eta: 4:29:40, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9094, loss_cls: 0.9780, loss: 0.9780, grad_norm: 12.7977 2020-10-12 19:11:13,242 - mmaction - INFO - Epoch [46][1460/3520] lr: 7.500e-05, eta: 4:29:20, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9354, loss_cls: 0.8423, loss: 0.8423, grad_norm: 11.6218 2020-10-12 19:11:32,474 - mmaction - INFO - Epoch [46][1480/3520] lr: 7.500e-05, eta: 4:29:00, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.8974, loss: 0.8974, grad_norm: 12.5342 2020-10-12 19:11:52,519 - mmaction - INFO - Epoch [46][1500/3520] lr: 7.500e-05, eta: 4:28:40, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0176, loss: 1.0176, grad_norm: 13.0053 2020-10-12 19:12:12,518 - mmaction - INFO - Epoch [46][1520/3520] lr: 7.500e-05, eta: 4:28:20, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9260, loss_cls: 0.8857, loss: 0.8857, grad_norm: 12.7114 2020-10-12 19:12:33,036 - mmaction - INFO - Epoch [46][1540/3520] lr: 7.500e-05, eta: 4:28:00, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9135, loss_cls: 0.9518, loss: 0.9518, grad_norm: 12.4688 2020-10-12 19:12:54,221 - mmaction - INFO - Epoch [46][1560/3520] lr: 7.500e-05, eta: 4:27:40, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9313, loss_cls: 0.8515, loss: 0.8515, grad_norm: 12.3517 2020-10-12 19:13:13,487 - mmaction - INFO - Epoch [46][1580/3520] lr: 7.500e-05, eta: 4:27:20, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9083, loss_cls: 1.0266, loss: 1.0266, grad_norm: 12.7581 2020-10-12 19:13:33,494 - mmaction - INFO - Epoch [46][1600/3520] lr: 7.500e-05, eta: 4:27:00, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9375, loss_cls: 0.8282, loss: 0.8282, grad_norm: 12.2211 2020-10-12 19:13:53,775 - mmaction - INFO - Epoch [46][1620/3520] lr: 7.500e-05, eta: 4:26:40, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9228, loss: 0.9228, grad_norm: 12.2761 2020-10-12 19:14:14,332 - mmaction - INFO - Epoch [46][1640/3520] lr: 7.500e-05, eta: 4:26:20, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8469, loss: 0.8469, grad_norm: 11.7391 2020-10-12 19:14:34,731 - mmaction - INFO - Epoch [46][1660/3520] lr: 7.500e-05, eta: 4:26:00, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9333, loss_cls: 0.9116, loss: 0.9116, grad_norm: 12.5142 2020-10-12 19:14:54,655 - mmaction - INFO - Epoch [46][1680/3520] lr: 7.500e-05, eta: 4:25:40, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9344, loss_cls: 0.8025, loss: 0.8025, grad_norm: 11.3407 2020-10-12 19:15:14,144 - mmaction - INFO - Epoch [46][1700/3520] lr: 7.500e-05, eta: 4:25:20, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9229, loss_cls: 0.9040, loss: 0.9040, grad_norm: 12.4347 2020-10-12 19:15:33,703 - mmaction - INFO - Epoch [46][1720/3520] lr: 7.500e-05, eta: 4:25:00, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9281, loss_cls: 0.8783, loss: 0.8783, grad_norm: 12.0978 2020-10-12 19:15:52,954 - mmaction - INFO - Epoch [46][1740/3520] lr: 7.500e-05, eta: 4:24:40, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9510, loss_cls: 0.7975, loss: 0.7975, grad_norm: 11.8530 2020-10-12 19:16:12,542 - mmaction - INFO - Epoch [46][1760/3520] lr: 7.500e-05, eta: 4:24:20, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8705, loss: 0.8705, grad_norm: 11.8756 2020-10-12 19:16:32,123 - mmaction - INFO - Epoch [46][1780/3520] lr: 7.500e-05, eta: 4:24:00, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9302, loss_cls: 0.9254, loss: 0.9254, grad_norm: 12.9473 2020-10-12 19:16:51,447 - mmaction - INFO - Epoch [46][1800/3520] lr: 7.500e-05, eta: 4:23:39, time: 0.964, data_time: 0.004, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9292, loss_cls: 0.8870, loss: 0.8870, grad_norm: 12.0527 2020-10-12 19:17:11,166 - mmaction - INFO - Epoch [46][1820/3520] lr: 7.500e-05, eta: 4:23:19, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9125, loss_cls: 0.9565, loss: 0.9565, grad_norm: 12.6774 2020-10-12 19:17:30,904 - mmaction - INFO - Epoch [46][1840/3520] lr: 7.500e-05, eta: 4:22:59, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9240, loss_cls: 0.9392, loss: 0.9392, grad_norm: 12.8122 2020-10-12 19:17:50,724 - mmaction - INFO - Epoch [46][1860/3520] lr: 7.500e-05, eta: 4:22:39, time: 0.991, data_time: 0.008, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.8769, loss: 0.8769, grad_norm: 12.3086 2020-10-12 19:18:10,541 - mmaction - INFO - Epoch [46][1880/3520] lr: 7.500e-05, eta: 4:22:19, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9281, loss_cls: 0.8344, loss: 0.8344, grad_norm: 12.0156 2020-10-12 19:18:30,544 - mmaction - INFO - Epoch [46][1900/3520] lr: 7.500e-05, eta: 4:21:59, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9365, loss_cls: 0.7957, loss: 0.7957, grad_norm: 11.6858 2020-10-12 19:18:49,718 - mmaction - INFO - Epoch [46][1920/3520] lr: 7.500e-05, eta: 4:21:39, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9323, loss_cls: 0.8944, loss: 0.8944, grad_norm: 12.3217 2020-10-12 19:19:09,251 - mmaction - INFO - Epoch [46][1940/3520] lr: 7.500e-05, eta: 4:21:19, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9354, loss_cls: 0.8440, loss: 0.8440, grad_norm: 12.4482 2020-10-12 19:19:28,667 - mmaction - INFO - Epoch [46][1960/3520] lr: 7.500e-05, eta: 4:20:59, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8677, loss: 0.8677, grad_norm: 12.0413 2020-10-12 19:19:48,914 - mmaction - INFO - Epoch [46][1980/3520] lr: 7.500e-05, eta: 4:20:39, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9219, loss_cls: 0.9907, loss: 0.9907, grad_norm: 12.9260 2020-10-12 19:20:08,370 - mmaction - INFO - Epoch [46][2000/3520] lr: 7.500e-05, eta: 4:20:19, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9344, loss_cls: 0.8424, loss: 0.8424, grad_norm: 12.2239 2020-10-12 19:20:28,289 - mmaction - INFO - Epoch [46][2020/3520] lr: 7.500e-05, eta: 4:19:59, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8817, loss: 0.8817, grad_norm: 12.5431 2020-10-12 19:20:48,062 - mmaction - INFO - Epoch [46][2040/3520] lr: 7.500e-05, eta: 4:19:39, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9344, loss_cls: 0.8603, loss: 0.8603, grad_norm: 12.2425 2020-10-12 19:21:07,638 - mmaction - INFO - Epoch [46][2060/3520] lr: 7.500e-05, eta: 4:19:19, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9211, loss: 0.9211, grad_norm: 12.3442 2020-10-12 19:21:27,412 - mmaction - INFO - Epoch [46][2080/3520] lr: 7.500e-05, eta: 4:18:59, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9208, loss_cls: 0.9720, loss: 0.9720, grad_norm: 13.0983 2020-10-12 19:21:47,628 - mmaction - INFO - Epoch [46][2100/3520] lr: 7.500e-05, eta: 4:18:39, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9198, loss_cls: 0.9529, loss: 0.9529, grad_norm: 12.3359 2020-10-12 19:22:07,338 - mmaction - INFO - Epoch [46][2120/3520] lr: 7.500e-05, eta: 4:18:19, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9365, loss_cls: 0.8461, loss: 0.8461, grad_norm: 12.5463 2020-10-12 19:22:27,481 - mmaction - INFO - Epoch [46][2140/3520] lr: 7.500e-05, eta: 4:17:59, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8529, loss: 0.8529, grad_norm: 12.1381 2020-10-12 19:22:47,568 - mmaction - INFO - Epoch [46][2160/3520] lr: 7.500e-05, eta: 4:17:39, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9208, loss_cls: 0.9025, loss: 0.9025, grad_norm: 11.9266 2020-10-12 19:23:08,065 - mmaction - INFO - Epoch [46][2180/3520] lr: 7.500e-05, eta: 4:17:19, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9188, loss_cls: 0.9360, loss: 0.9360, grad_norm: 12.7440 2020-10-12 19:23:26,951 - mmaction - INFO - Epoch [46][2200/3520] lr: 7.500e-05, eta: 4:16:58, time: 0.946, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9187, loss_cls: 0.9251, loss: 0.9251, grad_norm: 12.7095 2020-10-12 19:23:46,278 - mmaction - INFO - Epoch [46][2220/3520] lr: 7.500e-05, eta: 4:16:38, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9260, loss_cls: 0.9069, loss: 0.9069, grad_norm: 12.1394 2020-10-12 19:24:05,912 - mmaction - INFO - Epoch [46][2240/3520] lr: 7.500e-05, eta: 4:16:18, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9323, loss_cls: 0.8952, loss: 0.8952, grad_norm: 12.8987 2020-10-12 19:24:25,352 - mmaction - INFO - Epoch [46][2260/3520] lr: 7.500e-05, eta: 4:15:58, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9177, loss_cls: 0.9780, loss: 0.9780, grad_norm: 12.9480 2020-10-12 19:24:44,972 - mmaction - INFO - Epoch [46][2280/3520] lr: 7.500e-05, eta: 4:15:38, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9312, loss_cls: 0.9185, loss: 0.9185, grad_norm: 12.7063 2020-10-12 19:25:05,009 - mmaction - INFO - Epoch [46][2300/3520] lr: 7.500e-05, eta: 4:15:18, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9229, loss_cls: 0.8788, loss: 0.8788, grad_norm: 12.0749 2020-10-12 19:25:24,858 - mmaction - INFO - Epoch [46][2320/3520] lr: 7.500e-05, eta: 4:14:58, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9271, loss_cls: 0.9277, loss: 0.9277, grad_norm: 12.4120 2020-10-12 19:25:44,513 - mmaction - INFO - Epoch [46][2340/3520] lr: 7.500e-05, eta: 4:14:38, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9396, loss_cls: 0.8349, loss: 0.8349, grad_norm: 11.8949 2020-10-12 19:26:04,518 - mmaction - INFO - Epoch [46][2360/3520] lr: 7.500e-05, eta: 4:14:18, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9292, loss_cls: 0.8704, loss: 0.8704, grad_norm: 12.0864 2020-10-12 19:26:25,136 - mmaction - INFO - Epoch [46][2380/3520] lr: 7.500e-05, eta: 4:13:58, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9000, loss: 0.9000, grad_norm: 12.1940 2020-10-12 19:26:45,021 - mmaction - INFO - Epoch [46][2400/3520] lr: 7.500e-05, eta: 4:13:38, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8589, loss: 0.8589, grad_norm: 12.0644 2020-10-12 19:27:04,244 - mmaction - INFO - Epoch [46][2420/3520] lr: 7.500e-05, eta: 4:13:18, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9042, loss_cls: 0.9923, loss: 0.9923, grad_norm: 12.7893 2020-10-12 19:27:24,918 - mmaction - INFO - Epoch [46][2440/3520] lr: 7.500e-05, eta: 4:12:58, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9365, loss_cls: 0.8611, loss: 0.8611, grad_norm: 12.2711 2020-10-12 19:27:44,825 - mmaction - INFO - Epoch [46][2460/3520] lr: 7.500e-05, eta: 4:12:38, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9260, loss_cls: 0.9027, loss: 0.9027, grad_norm: 12.9765 2020-10-12 19:28:05,112 - mmaction - INFO - Epoch [46][2480/3520] lr: 7.500e-05, eta: 4:12:18, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9177, loss_cls: 0.9267, loss: 0.9267, grad_norm: 12.7367 2020-10-12 19:28:25,327 - mmaction - INFO - Epoch [46][2500/3520] lr: 7.500e-05, eta: 4:11:58, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9281, loss_cls: 0.9164, loss: 0.9164, grad_norm: 12.6239 2020-10-12 19:28:46,033 - mmaction - INFO - Epoch [46][2520/3520] lr: 7.500e-05, eta: 4:11:38, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9396, loss_cls: 0.8607, loss: 0.8607, grad_norm: 12.3415 2020-10-12 19:29:06,542 - mmaction - INFO - Epoch [46][2540/3520] lr: 7.500e-05, eta: 4:11:18, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 0.9940, loss: 0.9940, grad_norm: 13.2691 2020-10-12 19:29:26,662 - mmaction - INFO - Epoch [46][2560/3520] lr: 7.500e-05, eta: 4:10:58, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9313, loss_cls: 0.8565, loss: 0.8565, grad_norm: 11.9009 2020-10-12 19:29:47,102 - mmaction - INFO - Epoch [46][2580/3520] lr: 7.500e-05, eta: 4:10:38, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9250, loss_cls: 0.8946, loss: 0.8946, grad_norm: 11.8719 2020-10-12 19:30:06,196 - mmaction - INFO - Epoch [46][2600/3520] lr: 7.500e-05, eta: 4:10:18, time: 0.953, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9177, loss_cls: 0.9338, loss: 0.9338, grad_norm: 12.2203 2020-10-12 19:30:26,725 - mmaction - INFO - Epoch [46][2620/3520] lr: 7.500e-05, eta: 4:09:58, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9260, loss_cls: 0.8919, loss: 0.8919, grad_norm: 12.2443 2020-10-12 19:30:46,384 - mmaction - INFO - Epoch [46][2640/3520] lr: 7.500e-05, eta: 4:09:38, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.8535, loss: 0.8535, grad_norm: 11.8799 2020-10-12 19:31:06,742 - mmaction - INFO - Epoch [46][2660/3520] lr: 7.500e-05, eta: 4:09:18, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9354, loss_cls: 0.8636, loss: 0.8636, grad_norm: 12.0666 2020-10-12 19:31:26,487 - mmaction - INFO - Epoch [46][2680/3520] lr: 7.500e-05, eta: 4:08:58, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9437, loss_cls: 0.8239, loss: 0.8239, grad_norm: 12.1423 2020-10-12 19:31:46,270 - mmaction - INFO - Epoch [46][2700/3520] lr: 7.500e-05, eta: 4:08:38, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9292, loss_cls: 0.8894, loss: 0.8894, grad_norm: 12.4390 2020-10-12 19:32:06,509 - mmaction - INFO - Epoch [46][2720/3520] lr: 7.500e-05, eta: 4:08:18, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9164, loss: 0.9164, grad_norm: 12.3485 2020-10-12 19:32:26,205 - mmaction - INFO - Epoch [46][2740/3520] lr: 7.500e-05, eta: 4:07:58, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9354, loss_cls: 0.9212, loss: 0.9212, grad_norm: 12.6803 2020-10-12 19:32:47,760 - mmaction - INFO - Epoch [46][2760/3520] lr: 7.500e-05, eta: 4:07:38, time: 1.077, data_time: 0.003, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9375, loss_cls: 0.8567, loss: 0.8567, grad_norm: 12.1151 2020-10-12 19:33:07,289 - mmaction - INFO - Epoch [46][2780/3520] lr: 7.500e-05, eta: 4:07:18, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9333, loss_cls: 0.8812, loss: 0.8812, grad_norm: 12.2504 2020-10-12 19:33:27,465 - mmaction - INFO - Epoch [46][2800/3520] lr: 7.500e-05, eta: 4:06:58, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9302, loss_cls: 0.8575, loss: 0.8575, grad_norm: 12.3311 2020-10-12 19:33:46,680 - mmaction - INFO - Epoch [46][2820/3520] lr: 7.500e-05, eta: 4:06:38, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8964, loss: 0.8964, grad_norm: 12.2194 2020-10-12 19:34:07,062 - mmaction - INFO - Epoch [46][2840/3520] lr: 7.500e-05, eta: 4:06:18, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9417, loss_cls: 0.8474, loss: 0.8474, grad_norm: 12.0561 2020-10-12 19:34:28,167 - mmaction - INFO - Epoch [46][2860/3520] lr: 7.500e-05, eta: 4:05:58, time: 1.055, data_time: 0.004, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9121, loss: 0.9121, grad_norm: 12.2578 2020-10-12 19:34:47,574 - mmaction - INFO - Epoch [46][2880/3520] lr: 7.500e-05, eta: 4:05:38, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9135, loss_cls: 0.9415, loss: 0.9415, grad_norm: 12.5392 2020-10-12 19:35:08,782 - mmaction - INFO - Epoch [46][2900/3520] lr: 7.500e-05, eta: 4:05:18, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9344, loss_cls: 0.8802, loss: 0.8802, grad_norm: 12.2171 2020-10-12 19:35:28,689 - mmaction - INFO - Epoch [46][2920/3520] lr: 7.500e-05, eta: 4:04:58, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.9218, loss: 0.9218, grad_norm: 12.1075 2020-10-12 19:35:49,275 - mmaction - INFO - Epoch [46][2940/3520] lr: 7.500e-05, eta: 4:04:38, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9292, loss_cls: 0.8823, loss: 0.8823, grad_norm: 12.2148 2020-10-12 19:36:08,783 - mmaction - INFO - Epoch [46][2960/3520] lr: 7.500e-05, eta: 4:04:18, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9375, loss_cls: 0.8540, loss: 0.8540, grad_norm: 12.2610 2020-10-12 19:36:28,813 - mmaction - INFO - Epoch [46][2980/3520] lr: 7.500e-05, eta: 4:03:58, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9167, loss_cls: 0.9212, loss: 0.9212, grad_norm: 12.3328 2020-10-12 19:36:48,430 - mmaction - INFO - Epoch [46][3000/3520] lr: 7.500e-05, eta: 4:03:38, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9302, loss_cls: 0.8394, loss: 0.8394, grad_norm: 12.0382 2020-10-12 19:37:08,138 - mmaction - INFO - Epoch [46][3020/3520] lr: 7.500e-05, eta: 4:03:17, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9177, loss_cls: 0.9316, loss: 0.9316, grad_norm: 12.4394 2020-10-12 19:37:28,223 - mmaction - INFO - Epoch [46][3040/3520] lr: 7.500e-05, eta: 4:02:57, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9684, loss: 0.9684, grad_norm: 13.1051 2020-10-12 19:37:47,705 - mmaction - INFO - Epoch [46][3060/3520] lr: 7.500e-05, eta: 4:02:37, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9422, loss: 0.9422, grad_norm: 12.3561 2020-10-12 19:38:07,789 - mmaction - INFO - Epoch [46][3080/3520] lr: 7.500e-05, eta: 4:02:17, time: 1.004, data_time: 0.008, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.9154, loss: 0.9154, grad_norm: 12.7648 2020-10-12 19:38:27,778 - mmaction - INFO - Epoch [46][3100/3520] lr: 7.500e-05, eta: 4:01:57, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9191, loss: 0.9191, grad_norm: 12.7708 2020-10-12 19:38:47,881 - mmaction - INFO - Epoch [46][3120/3520] lr: 7.500e-05, eta: 4:01:37, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.8675, loss: 0.8675, grad_norm: 12.0904 2020-10-12 19:39:07,891 - mmaction - INFO - Epoch [46][3140/3520] lr: 7.500e-05, eta: 4:01:17, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9250, loss_cls: 0.9344, loss: 0.9344, grad_norm: 12.4367 2020-10-12 19:39:28,963 - mmaction - INFO - Epoch [46][3160/3520] lr: 7.500e-05, eta: 4:00:57, time: 1.056, data_time: 0.007, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9219, loss_cls: 0.9117, loss: 0.9117, grad_norm: 12.3642 2020-10-12 19:39:49,350 - mmaction - INFO - Epoch [46][3180/3520] lr: 7.500e-05, eta: 4:00:37, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9292, loss_cls: 0.8797, loss: 0.8797, grad_norm: 12.1584 2020-10-12 19:40:09,766 - mmaction - INFO - Epoch [46][3200/3520] lr: 7.500e-05, eta: 4:00:17, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9167, loss_cls: 0.9526, loss: 0.9526, grad_norm: 12.3308 2020-10-12 19:40:29,228 - mmaction - INFO - Epoch [46][3220/3520] lr: 7.500e-05, eta: 3:59:57, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9250, loss_cls: 0.9655, loss: 0.9655, grad_norm: 12.7480 2020-10-12 19:40:50,388 - mmaction - INFO - Epoch [46][3240/3520] lr: 7.500e-05, eta: 3:59:37, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9375, loss_cls: 0.8570, loss: 0.8570, grad_norm: 12.5533 2020-10-12 19:41:10,850 - mmaction - INFO - Epoch [46][3260/3520] lr: 7.500e-05, eta: 3:59:17, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8356, loss: 0.8356, grad_norm: 11.9762 2020-10-12 19:41:30,510 - mmaction - INFO - Epoch [46][3280/3520] lr: 7.500e-05, eta: 3:58:57, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9188, loss_cls: 0.9556, loss: 0.9556, grad_norm: 13.0147 2020-10-12 19:41:51,499 - mmaction - INFO - Epoch [46][3300/3520] lr: 7.500e-05, eta: 3:58:37, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9281, loss_cls: 0.8120, loss: 0.8120, grad_norm: 11.5653 2020-10-12 19:42:11,583 - mmaction - INFO - Epoch [46][3320/3520] lr: 7.500e-05, eta: 3:58:17, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9260, loss_cls: 0.8704, loss: 0.8704, grad_norm: 12.1239 2020-10-12 19:42:31,662 - mmaction - INFO - Epoch [46][3340/3520] lr: 7.500e-05, eta: 3:57:57, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9344, loss_cls: 0.8927, loss: 0.8927, grad_norm: 13.1586 2020-10-12 19:42:52,678 - mmaction - INFO - Epoch [46][3360/3520] lr: 7.500e-05, eta: 3:57:37, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8891, loss: 0.8891, grad_norm: 12.7128 2020-10-12 19:43:12,272 - mmaction - INFO - Epoch [46][3380/3520] lr: 7.500e-05, eta: 3:57:17, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9333, loss_cls: 0.8829, loss: 0.8829, grad_norm: 12.1978 2020-10-12 19:43:32,311 - mmaction - INFO - Epoch [46][3400/3520] lr: 7.500e-05, eta: 3:56:57, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.8969, loss: 0.8969, grad_norm: 12.4159 2020-10-12 19:43:52,399 - mmaction - INFO - Epoch [46][3420/3520] lr: 7.500e-05, eta: 3:56:37, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9167, loss_cls: 0.8756, loss: 0.8756, grad_norm: 12.2162 2020-10-12 19:44:12,369 - mmaction - INFO - Epoch [46][3440/3520] lr: 7.500e-05, eta: 3:56:17, time: 0.999, data_time: 0.008, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9302, loss_cls: 0.8570, loss: 0.8570, grad_norm: 11.9382 2020-10-12 19:44:32,629 - mmaction - INFO - Epoch [46][3460/3520] lr: 7.500e-05, eta: 3:55:57, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.9217, loss: 0.9217, grad_norm: 12.1400 2020-10-12 19:44:53,241 - mmaction - INFO - Epoch [46][3480/3520] lr: 7.500e-05, eta: 3:55:37, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.9229, loss: 0.9229, grad_norm: 12.4063 2020-10-12 19:45:12,702 - mmaction - INFO - Epoch [46][3500/3520] lr: 7.500e-05, eta: 3:55:17, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9104, loss_cls: 0.9493, loss: 0.9493, grad_norm: 12.7271 2020-10-12 19:45:32,159 - mmaction - INFO - Epoch [46][3520/3520] lr: 7.500e-05, eta: 3:54:57, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.7837, top5_acc: 0.9478, loss_cls: 0.8316, loss: 0.8316, grad_norm: 12.7469 2020-10-12 19:45:32,581 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-10-12 19:46:06,919 - mmaction - INFO - Epoch [47][20/3520] lr: 7.500e-05, eta: 3:54:38, time: 1.689, data_time: 0.760, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9292, loss_cls: 0.9114, loss: 0.9114, grad_norm: 12.7035 2020-10-12 19:46:25,336 - mmaction - INFO - Epoch [47][40/3520] lr: 7.500e-05, eta: 3:54:18, time: 0.918, data_time: 0.002, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9417, loss_cls: 0.8358, loss: 0.8358, grad_norm: 12.3200 2020-10-12 19:46:45,387 - mmaction - INFO - Epoch [47][60/3520] lr: 7.500e-05, eta: 3:53:58, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.9045, loss: 0.9045, grad_norm: 11.9473 2020-10-12 19:47:04,706 - mmaction - INFO - Epoch [47][80/3520] lr: 7.500e-05, eta: 3:53:38, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.9076, loss: 0.9076, grad_norm: 12.2936 2020-10-12 19:47:24,745 - mmaction - INFO - Epoch [47][100/3520] lr: 7.500e-05, eta: 3:53:18, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9271, loss_cls: 0.9346, loss: 0.9346, grad_norm: 12.6271 2020-10-12 19:47:44,690 - mmaction - INFO - Epoch [47][120/3520] lr: 7.500e-05, eta: 3:52:58, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9396, loss_cls: 0.8205, loss: 0.8205, grad_norm: 11.8713 2020-10-12 19:48:06,251 - mmaction - INFO - Epoch [47][140/3520] lr: 7.500e-05, eta: 3:52:38, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9260, loss_cls: 0.8883, loss: 0.8883, grad_norm: 12.5932 2020-10-12 19:48:26,722 - mmaction - INFO - Epoch [47][160/3520] lr: 7.500e-05, eta: 3:52:18, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9024, loss: 0.9024, grad_norm: 12.5672 2020-10-12 19:48:46,468 - mmaction - INFO - Epoch [47][180/3520] lr: 7.500e-05, eta: 3:51:58, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9229, loss_cls: 0.8995, loss: 0.8995, grad_norm: 12.9080 2020-10-12 19:49:06,471 - mmaction - INFO - Epoch [47][200/3520] lr: 7.500e-05, eta: 3:51:38, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9146, loss_cls: 0.9641, loss: 0.9641, grad_norm: 12.8949 2020-10-12 19:49:27,061 - mmaction - INFO - Epoch [47][220/3520] lr: 7.500e-05, eta: 3:51:18, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9333, loss_cls: 0.8528, loss: 0.8528, grad_norm: 12.2465 2020-10-12 19:49:47,375 - mmaction - INFO - Epoch [47][240/3520] lr: 7.500e-05, eta: 3:50:58, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9188, loss_cls: 0.9321, loss: 0.9321, grad_norm: 12.4367 2020-10-12 19:50:07,344 - mmaction - INFO - Epoch [47][260/3520] lr: 7.500e-05, eta: 3:50:38, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.8995, loss: 0.8995, grad_norm: 12.4559 2020-10-12 19:50:27,092 - mmaction - INFO - Epoch [47][280/3520] lr: 7.500e-05, eta: 3:50:18, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9281, loss_cls: 0.8337, loss: 0.8337, grad_norm: 11.6378 2020-10-12 19:50:46,897 - mmaction - INFO - Epoch [47][300/3520] lr: 7.500e-05, eta: 3:49:58, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9198, loss_cls: 0.8916, loss: 0.8916, grad_norm: 11.6843 2020-10-12 19:51:06,633 - mmaction - INFO - Epoch [47][320/3520] lr: 7.500e-05, eta: 3:49:38, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9260, loss_cls: 0.9222, loss: 0.9222, grad_norm: 12.5582 2020-10-12 19:51:27,327 - mmaction - INFO - Epoch [47][340/3520] lr: 7.500e-05, eta: 3:49:18, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9354, loss_cls: 0.8988, loss: 0.8988, grad_norm: 12.3575 2020-10-12 19:51:47,005 - mmaction - INFO - Epoch [47][360/3520] lr: 7.500e-05, eta: 3:48:58, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.8487, loss: 0.8487, grad_norm: 12.2566 2020-10-12 19:52:07,797 - mmaction - INFO - Epoch [47][380/3520] lr: 7.500e-05, eta: 3:48:38, time: 1.037, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9505, loss: 0.9505, grad_norm: 12.9511 2020-10-12 19:52:27,560 - mmaction - INFO - Epoch [47][400/3520] lr: 7.500e-05, eta: 3:48:18, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.8104, top5_acc: 0.9469, loss_cls: 0.7423, loss: 0.7423, grad_norm: 11.8985 2020-10-12 19:52:47,837 - mmaction - INFO - Epoch [47][420/3520] lr: 7.500e-05, eta: 3:47:58, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9354, loss_cls: 0.8455, loss: 0.8455, grad_norm: 11.8503 2020-10-12 19:53:08,938 - mmaction - INFO - Epoch [47][440/3520] lr: 7.500e-05, eta: 3:47:38, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9250, loss_cls: 0.9827, loss: 0.9827, grad_norm: 13.4674 2020-10-12 19:53:29,469 - mmaction - INFO - Epoch [47][460/3520] lr: 7.500e-05, eta: 3:47:18, time: 1.028, data_time: 0.008, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9208, loss_cls: 0.9125, loss: 0.9125, grad_norm: 12.6985 2020-10-12 19:53:49,426 - mmaction - INFO - Epoch [47][480/3520] lr: 7.500e-05, eta: 3:46:58, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9292, loss_cls: 0.9148, loss: 0.9148, grad_norm: 12.5724 2020-10-12 19:54:09,980 - mmaction - INFO - Epoch [47][500/3520] lr: 7.500e-05, eta: 3:46:38, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9177, loss_cls: 0.9465, loss: 0.9465, grad_norm: 12.4434 2020-10-12 19:54:30,816 - mmaction - INFO - Epoch [47][520/3520] lr: 7.500e-05, eta: 3:46:18, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.8952, loss: 0.8952, grad_norm: 12.0145 2020-10-12 19:54:51,977 - mmaction - INFO - Epoch [47][540/3520] lr: 7.500e-05, eta: 3:45:58, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9135, loss_cls: 0.9425, loss: 0.9425, grad_norm: 12.3413 2020-10-12 19:55:12,287 - mmaction - INFO - Epoch [47][560/3520] lr: 7.500e-05, eta: 3:45:38, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9177, loss_cls: 0.9125, loss: 0.9125, grad_norm: 12.7370 2020-10-12 19:55:32,381 - mmaction - INFO - Epoch [47][580/3520] lr: 7.500e-05, eta: 3:45:18, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9699, loss: 0.9699, grad_norm: 12.7105 2020-10-12 19:55:52,197 - mmaction - INFO - Epoch [47][600/3520] lr: 7.500e-05, eta: 3:44:58, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9281, loss_cls: 0.9000, loss: 0.9000, grad_norm: 12.3378 2020-10-12 19:56:11,838 - mmaction - INFO - Epoch [47][620/3520] lr: 7.500e-05, eta: 3:44:38, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8634, loss: 0.8634, grad_norm: 12.0353 2020-10-12 19:56:32,877 - mmaction - INFO - Epoch [47][640/3520] lr: 7.500e-05, eta: 3:44:18, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9417, loss_cls: 0.8379, loss: 0.8379, grad_norm: 11.9529 2020-10-12 19:56:53,548 - mmaction - INFO - Epoch [47][660/3520] lr: 7.500e-05, eta: 3:43:58, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9344, loss_cls: 0.8653, loss: 0.8653, grad_norm: 11.9704 2020-10-12 19:57:14,050 - mmaction - INFO - Epoch [47][680/3520] lr: 7.500e-05, eta: 3:43:38, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9229, loss_cls: 0.8951, loss: 0.8951, grad_norm: 12.1657 2020-10-12 19:57:34,943 - mmaction - INFO - Epoch [47][700/3520] lr: 7.500e-05, eta: 3:43:18, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9198, loss_cls: 0.9255, loss: 0.9255, grad_norm: 12.6603 2020-10-12 19:57:55,408 - mmaction - INFO - Epoch [47][720/3520] lr: 7.500e-05, eta: 3:42:58, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9354, loss_cls: 0.8441, loss: 0.8441, grad_norm: 12.3966 2020-10-12 19:58:16,252 - mmaction - INFO - Epoch [47][740/3520] lr: 7.500e-05, eta: 3:42:38, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9406, loss_cls: 0.7775, loss: 0.7775, grad_norm: 11.5821 2020-10-12 19:58:37,341 - mmaction - INFO - Epoch [47][760/3520] lr: 7.500e-05, eta: 3:42:18, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9229, loss_cls: 0.8744, loss: 0.8744, grad_norm: 12.5454 2020-10-12 19:58:58,052 - mmaction - INFO - Epoch [47][780/3520] lr: 7.500e-05, eta: 3:41:58, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9083, loss_cls: 0.9866, loss: 0.9866, grad_norm: 12.3809 2020-10-12 19:59:17,085 - mmaction - INFO - Epoch [47][800/3520] lr: 7.500e-05, eta: 3:41:38, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8809, loss: 0.8809, grad_norm: 11.9891 2020-10-12 19:59:37,007 - mmaction - INFO - Epoch [47][820/3520] lr: 7.500e-05, eta: 3:41:18, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9104, loss_cls: 0.9527, loss: 0.9527, grad_norm: 13.2196 2020-10-12 19:59:56,443 - mmaction - INFO - Epoch [47][840/3520] lr: 7.500e-05, eta: 3:40:58, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9219, loss_cls: 0.8964, loss: 0.8964, grad_norm: 12.1799 2020-10-12 20:00:19,787 - mmaction - INFO - Epoch [47][860/3520] lr: 7.500e-05, eta: 3:40:38, time: 1.161, data_time: 0.007, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8806, loss: 0.8806, grad_norm: 11.9814 2020-10-12 20:00:39,850 - mmaction - INFO - Epoch [47][880/3520] lr: 7.500e-05, eta: 3:40:18, time: 1.009, data_time: 0.015, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8468, loss: 0.8468, grad_norm: 12.5284 2020-10-12 20:01:00,589 - mmaction - INFO - Epoch [47][900/3520] lr: 7.500e-05, eta: 3:39:58, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9313, loss_cls: 0.8540, loss: 0.8540, grad_norm: 11.3418 2020-10-12 20:01:21,984 - mmaction - INFO - Epoch [47][920/3520] lr: 7.500e-05, eta: 3:39:38, time: 1.072, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9292, loss_cls: 0.9368, loss: 0.9368, grad_norm: 12.5671 2020-10-12 20:01:41,724 - mmaction - INFO - Epoch [47][940/3520] lr: 7.500e-05, eta: 3:39:18, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9271, loss_cls: 0.9139, loss: 0.9139, grad_norm: 12.7158 2020-10-12 20:02:01,690 - mmaction - INFO - Epoch [47][960/3520] lr: 7.500e-05, eta: 3:38:58, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9302, loss_cls: 0.9020, loss: 0.9020, grad_norm: 12.6191 2020-10-12 20:02:23,015 - mmaction - INFO - Epoch [47][980/3520] lr: 7.500e-05, eta: 3:38:38, time: 1.069, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9167, loss_cls: 0.9098, loss: 0.9098, grad_norm: 12.1318 2020-10-12 20:02:42,137 - mmaction - INFO - Epoch [47][1000/3520] lr: 7.500e-05, eta: 3:38:18, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9323, loss_cls: 0.8559, loss: 0.8559, grad_norm: 12.3761 2020-10-12 20:03:02,168 - mmaction - INFO - Epoch [47][1020/3520] lr: 7.500e-05, eta: 3:37:58, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9208, loss_cls: 0.8948, loss: 0.8948, grad_norm: 11.5638 2020-10-12 20:03:21,571 - mmaction - INFO - Epoch [47][1040/3520] lr: 7.500e-05, eta: 3:37:38, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9208, loss_cls: 0.8924, loss: 0.8924, grad_norm: 11.9718 2020-10-12 20:03:42,084 - mmaction - INFO - Epoch [47][1060/3520] lr: 7.500e-05, eta: 3:37:18, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9365, loss_cls: 0.9000, loss: 0.9000, grad_norm: 12.8551 2020-10-12 20:04:01,674 - mmaction - INFO - Epoch [47][1080/3520] lr: 7.500e-05, eta: 3:36:58, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.8794, loss: 0.8794, grad_norm: 12.1154 2020-10-12 20:04:21,312 - mmaction - INFO - Epoch [47][1100/3520] lr: 7.500e-05, eta: 3:36:38, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8372, loss: 0.8372, grad_norm: 11.7925 2020-10-12 20:04:40,844 - mmaction - INFO - Epoch [47][1120/3520] lr: 7.500e-05, eta: 3:36:18, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 0.9328, loss: 0.9328, grad_norm: 12.5061 2020-10-12 20:05:01,085 - mmaction - INFO - Epoch [47][1140/3520] lr: 7.500e-05, eta: 3:35:58, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9302, loss_cls: 0.8837, loss: 0.8837, grad_norm: 13.1441 2020-10-12 20:05:20,663 - mmaction - INFO - Epoch [47][1160/3520] lr: 7.500e-05, eta: 3:35:38, time: 0.982, data_time: 0.009, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9257, loss: 0.9257, grad_norm: 12.9101 2020-10-12 20:05:40,951 - mmaction - INFO - Epoch [47][1180/3520] lr: 7.500e-05, eta: 3:35:18, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9240, loss_cls: 0.9031, loss: 0.9031, grad_norm: 13.0191 2020-10-12 20:06:01,555 - mmaction - INFO - Epoch [47][1200/3520] lr: 7.500e-05, eta: 3:34:58, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.9209, loss: 0.9209, grad_norm: 12.3113 2020-10-12 20:06:20,663 - mmaction - INFO - Epoch [47][1220/3520] lr: 7.500e-05, eta: 3:34:38, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9187, loss_cls: 0.9348, loss: 0.9348, grad_norm: 12.2653 2020-10-12 20:06:40,778 - mmaction - INFO - Epoch [47][1240/3520] lr: 7.500e-05, eta: 3:34:18, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.8871, loss: 0.8871, grad_norm: 12.2484 2020-10-12 20:07:00,650 - mmaction - INFO - Epoch [47][1260/3520] lr: 7.500e-05, eta: 3:33:58, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.9008, loss: 0.9008, grad_norm: 12.2176 2020-10-12 20:07:22,100 - mmaction - INFO - Epoch [47][1280/3520] lr: 7.500e-05, eta: 3:33:38, time: 1.073, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.8788, loss: 0.8788, grad_norm: 12.2330 2020-10-12 20:07:41,578 - mmaction - INFO - Epoch [47][1300/3520] lr: 7.500e-05, eta: 3:33:18, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9208, loss_cls: 0.8834, loss: 0.8834, grad_norm: 11.8017 2020-10-12 20:08:01,210 - mmaction - INFO - Epoch [47][1320/3520] lr: 7.500e-05, eta: 3:32:58, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9240, loss_cls: 0.9307, loss: 0.9307, grad_norm: 12.4348 2020-10-12 20:08:21,713 - mmaction - INFO - Epoch [47][1340/3520] lr: 7.500e-05, eta: 3:32:38, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9323, loss_cls: 0.8926, loss: 0.8926, grad_norm: 12.7193 2020-10-12 20:08:42,546 - mmaction - INFO - Epoch [47][1360/3520] lr: 7.500e-05, eta: 3:32:18, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9365, loss_cls: 0.8832, loss: 0.8832, grad_norm: 12.6319 2020-10-12 20:09:02,188 - mmaction - INFO - Epoch [47][1380/3520] lr: 7.500e-05, eta: 3:31:58, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9396, loss_cls: 0.8724, loss: 0.8724, grad_norm: 12.4927 2020-10-12 20:09:24,759 - mmaction - INFO - Epoch [47][1400/3520] lr: 7.500e-05, eta: 3:31:38, time: 1.126, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.8930, loss: 0.8930, grad_norm: 12.3152 2020-10-12 20:09:44,078 - mmaction - INFO - Epoch [47][1420/3520] lr: 7.500e-05, eta: 3:31:18, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 0.9823, loss: 0.9823, grad_norm: 12.7968 2020-10-12 20:10:04,807 - mmaction - INFO - Epoch [47][1440/3520] lr: 7.500e-05, eta: 3:30:58, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.8808, loss: 0.8808, grad_norm: 12.7363 2020-10-12 20:10:24,222 - mmaction - INFO - Epoch [47][1460/3520] lr: 7.500e-05, eta: 3:30:38, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9156, loss_cls: 0.9320, loss: 0.9320, grad_norm: 12.2895 2020-10-12 20:10:44,081 - mmaction - INFO - Epoch [47][1480/3520] lr: 7.500e-05, eta: 3:30:18, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9375, loss_cls: 0.8639, loss: 0.8639, grad_norm: 12.4088 2020-10-12 20:11:04,322 - mmaction - INFO - Epoch [47][1500/3520] lr: 7.500e-05, eta: 3:29:58, time: 1.012, data_time: 0.004, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9292, loss_cls: 0.9012, loss: 0.9012, grad_norm: 12.5272 2020-10-12 20:11:23,832 - mmaction - INFO - Epoch [47][1520/3520] lr: 7.500e-05, eta: 3:29:37, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9302, loss_cls: 0.8554, loss: 0.8554, grad_norm: 12.1936 2020-10-12 20:11:43,856 - mmaction - INFO - Epoch [47][1540/3520] lr: 7.500e-05, eta: 3:29:17, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9396, loss_cls: 0.7960, loss: 0.7960, grad_norm: 11.5358 2020-10-12 20:12:03,738 - mmaction - INFO - Epoch [47][1560/3520] lr: 7.500e-05, eta: 3:28:57, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9312, loss_cls: 0.8120, loss: 0.8120, grad_norm: 11.9767 2020-10-12 20:12:24,292 - mmaction - INFO - Epoch [47][1580/3520] lr: 7.500e-05, eta: 3:28:37, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8417, loss: 0.8417, grad_norm: 12.2718 2020-10-12 20:12:44,188 - mmaction - INFO - Epoch [47][1600/3520] lr: 7.500e-05, eta: 3:28:17, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9292, loss_cls: 0.8224, loss: 0.8224, grad_norm: 11.9642 2020-10-12 20:13:04,027 - mmaction - INFO - Epoch [47][1620/3520] lr: 7.500e-05, eta: 3:27:57, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.8897, loss: 0.8897, grad_norm: 12.2779 2020-10-12 20:13:23,639 - mmaction - INFO - Epoch [47][1640/3520] lr: 7.500e-05, eta: 3:27:37, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8689, loss: 0.8689, grad_norm: 12.3713 2020-10-12 20:13:43,523 - mmaction - INFO - Epoch [47][1660/3520] lr: 7.500e-05, eta: 3:27:17, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9198, loss_cls: 0.9202, loss: 0.9202, grad_norm: 12.5148 2020-10-12 20:14:04,074 - mmaction - INFO - Epoch [47][1680/3520] lr: 7.500e-05, eta: 3:26:57, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9385, loss_cls: 0.8363, loss: 0.8363, grad_norm: 12.2402 2020-10-12 20:14:23,108 - mmaction - INFO - Epoch [47][1700/3520] lr: 7.500e-05, eta: 3:26:37, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9188, loss_cls: 0.9247, loss: 0.9247, grad_norm: 12.2703 2020-10-12 20:14:42,937 - mmaction - INFO - Epoch [47][1720/3520] lr: 7.500e-05, eta: 3:26:17, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9229, loss_cls: 0.8787, loss: 0.8787, grad_norm: 11.9602 2020-10-12 20:15:02,902 - mmaction - INFO - Epoch [47][1740/3520] lr: 7.500e-05, eta: 3:25:57, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9333, loss_cls: 0.8846, loss: 0.8846, grad_norm: 12.4399 2020-10-12 20:15:23,149 - mmaction - INFO - Epoch [47][1760/3520] lr: 7.500e-05, eta: 3:25:37, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9250, loss_cls: 0.8572, loss: 0.8572, grad_norm: 12.0363 2020-10-12 20:15:42,734 - mmaction - INFO - Epoch [47][1780/3520] lr: 7.500e-05, eta: 3:25:17, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9177, loss_cls: 0.9194, loss: 0.9194, grad_norm: 12.8171 2020-10-12 20:16:03,079 - mmaction - INFO - Epoch [47][1800/3520] lr: 7.500e-05, eta: 3:24:57, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9281, loss_cls: 0.8649, loss: 0.8649, grad_norm: 12.2944 2020-10-12 20:16:22,553 - mmaction - INFO - Epoch [47][1820/3520] lr: 7.500e-05, eta: 3:24:37, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9167, loss_cls: 0.9309, loss: 0.9309, grad_norm: 12.5069 2020-10-12 20:16:42,316 - mmaction - INFO - Epoch [47][1840/3520] lr: 7.500e-05, eta: 3:24:17, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9344, loss_cls: 0.8483, loss: 0.8483, grad_norm: 11.9004 2020-10-12 20:17:02,284 - mmaction - INFO - Epoch [47][1860/3520] lr: 7.500e-05, eta: 3:23:57, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.8927, loss: 0.8927, grad_norm: 12.2263 2020-10-12 20:17:22,751 - mmaction - INFO - Epoch [47][1880/3520] lr: 7.500e-05, eta: 3:23:37, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9146, loss_cls: 0.9638, loss: 0.9638, grad_norm: 13.1250 2020-10-12 20:17:42,921 - mmaction - INFO - Epoch [47][1900/3520] lr: 7.500e-05, eta: 3:23:17, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9260, loss_cls: 0.8987, loss: 0.8987, grad_norm: 12.6105 2020-10-12 20:18:02,745 - mmaction - INFO - Epoch [47][1920/3520] lr: 7.500e-05, eta: 3:22:57, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9365, loss_cls: 0.8391, loss: 0.8391, grad_norm: 12.2341 2020-10-12 20:18:22,409 - mmaction - INFO - Epoch [47][1940/3520] lr: 7.500e-05, eta: 3:22:37, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9156, loss_cls: 0.9659, loss: 0.9659, grad_norm: 12.9615 2020-10-12 20:18:42,057 - mmaction - INFO - Epoch [47][1960/3520] lr: 7.500e-05, eta: 3:22:17, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9344, loss_cls: 0.8676, loss: 0.8676, grad_norm: 12.7677 2020-10-12 20:19:02,136 - mmaction - INFO - Epoch [47][1980/3520] lr: 7.500e-05, eta: 3:21:57, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9281, loss_cls: 0.8666, loss: 0.8666, grad_norm: 11.8615 2020-10-12 20:19:21,704 - mmaction - INFO - Epoch [47][2000/3520] lr: 7.500e-05, eta: 3:21:37, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8690, loss: 0.8690, grad_norm: 11.6879 2020-10-12 20:19:41,500 - mmaction - INFO - Epoch [47][2020/3520] lr: 7.500e-05, eta: 3:21:17, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.8548, loss: 0.8548, grad_norm: 12.4839 2020-10-12 20:20:01,662 - mmaction - INFO - Epoch [47][2040/3520] lr: 7.500e-05, eta: 3:20:56, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9354, loss_cls: 0.8501, loss: 0.8501, grad_norm: 12.1040 2020-10-12 20:20:21,379 - mmaction - INFO - Epoch [47][2060/3520] lr: 7.500e-05, eta: 3:20:36, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.8836, loss: 0.8836, grad_norm: 12.5354 2020-10-12 20:20:41,436 - mmaction - INFO - Epoch [47][2080/3520] lr: 7.500e-05, eta: 3:20:16, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9271, loss_cls: 0.8797, loss: 0.8797, grad_norm: 12.1900 2020-10-12 20:21:01,715 - mmaction - INFO - Epoch [47][2100/3520] lr: 7.500e-05, eta: 3:19:56, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9354, loss_cls: 0.9121, loss: 0.9121, grad_norm: 13.0045 2020-10-12 20:21:21,263 - mmaction - INFO - Epoch [47][2120/3520] lr: 7.500e-05, eta: 3:19:36, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9104, loss_cls: 1.0036, loss: 1.0036, grad_norm: 13.2262 2020-10-12 20:21:41,109 - mmaction - INFO - Epoch [47][2140/3520] lr: 7.500e-05, eta: 3:19:16, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9354, loss_cls: 0.8805, loss: 0.8805, grad_norm: 12.4755 2020-10-12 20:22:01,570 - mmaction - INFO - Epoch [47][2160/3520] lr: 7.500e-05, eta: 3:18:56, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9323, loss_cls: 0.9036, loss: 0.9036, grad_norm: 12.8847 2020-10-12 20:22:20,980 - mmaction - INFO - Epoch [47][2180/3520] lr: 7.500e-05, eta: 3:18:36, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9240, loss_cls: 0.9420, loss: 0.9420, grad_norm: 12.6462 2020-10-12 20:22:40,595 - mmaction - INFO - Epoch [47][2200/3520] lr: 7.500e-05, eta: 3:18:16, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9229, loss_cls: 0.8518, loss: 0.8518, grad_norm: 12.0204 2020-10-12 20:23:00,744 - mmaction - INFO - Epoch [47][2220/3520] lr: 7.500e-05, eta: 3:17:56, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9323, loss_cls: 0.9216, loss: 0.9216, grad_norm: 12.7389 2020-10-12 20:23:20,926 - mmaction - INFO - Epoch [47][2240/3520] lr: 7.500e-05, eta: 3:17:36, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9600, loss: 0.9600, grad_norm: 12.8046 2020-10-12 20:23:40,230 - mmaction - INFO - Epoch [47][2260/3520] lr: 7.500e-05, eta: 3:17:16, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9292, loss_cls: 0.8472, loss: 0.8472, grad_norm: 12.2545 2020-10-12 20:24:00,653 - mmaction - INFO - Epoch [47][2280/3520] lr: 7.500e-05, eta: 3:16:56, time: 1.022, data_time: 0.007, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9427, loss_cls: 0.8535, loss: 0.8535, grad_norm: 12.4505 2020-10-12 20:24:20,276 - mmaction - INFO - Epoch [47][2300/3520] lr: 7.500e-05, eta: 3:16:36, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9385, loss_cls: 0.8356, loss: 0.8356, grad_norm: 11.9764 2020-10-12 20:24:40,111 - mmaction - INFO - Epoch [47][2320/3520] lr: 7.500e-05, eta: 3:16:16, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.8646, loss: 0.8646, grad_norm: 12.0213 2020-10-12 20:25:00,123 - mmaction - INFO - Epoch [47][2340/3520] lr: 7.500e-05, eta: 3:15:56, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9271, loss_cls: 0.8845, loss: 0.8845, grad_norm: 12.2983 2020-10-12 20:25:19,961 - mmaction - INFO - Epoch [47][2360/3520] lr: 7.500e-05, eta: 3:15:36, time: 0.993, data_time: 0.008, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9292, loss_cls: 0.8924, loss: 0.8924, grad_norm: 12.7468 2020-10-12 20:25:39,290 - mmaction - INFO - Epoch [47][2380/3520] lr: 7.500e-05, eta: 3:15:16, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9115, loss_cls: 0.9559, loss: 0.9559, grad_norm: 12.3429 2020-10-12 20:25:59,664 - mmaction - INFO - Epoch [47][2400/3520] lr: 7.500e-05, eta: 3:14:56, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.8937, loss: 0.8937, grad_norm: 12.5291 2020-10-12 20:26:19,652 - mmaction - INFO - Epoch [47][2420/3520] lr: 7.500e-05, eta: 3:14:36, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9469, loss_cls: 0.7691, loss: 0.7691, grad_norm: 11.8347 2020-10-12 20:26:40,690 - mmaction - INFO - Epoch [47][2440/3520] lr: 7.500e-05, eta: 3:14:16, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9125, loss_cls: 0.9842, loss: 0.9842, grad_norm: 12.6891 2020-10-12 20:27:01,041 - mmaction - INFO - Epoch [47][2460/3520] lr: 7.500e-05, eta: 3:13:56, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.8841, loss: 0.8841, grad_norm: 12.6099 2020-10-12 20:27:20,987 - mmaction - INFO - Epoch [47][2480/3520] lr: 7.500e-05, eta: 3:13:36, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9271, loss_cls: 0.8725, loss: 0.8725, grad_norm: 12.5794 2020-10-12 20:27:40,935 - mmaction - INFO - Epoch [47][2500/3520] lr: 7.500e-05, eta: 3:13:16, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9406, loss_cls: 0.8491, loss: 0.8491, grad_norm: 12.2348 2020-10-12 20:28:00,677 - mmaction - INFO - Epoch [47][2520/3520] lr: 7.500e-05, eta: 3:12:56, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9281, loss_cls: 0.8969, loss: 0.8969, grad_norm: 12.8600 2020-10-12 20:28:21,242 - mmaction - INFO - Epoch [47][2540/3520] lr: 7.500e-05, eta: 3:12:36, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9167, loss_cls: 0.9272, loss: 0.9272, grad_norm: 12.3384 2020-10-12 20:28:41,873 - mmaction - INFO - Epoch [47][2560/3520] lr: 7.500e-05, eta: 3:12:16, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9229, loss_cls: 0.9313, loss: 0.9313, grad_norm: 12.7602 2020-10-12 20:29:02,223 - mmaction - INFO - Epoch [47][2580/3520] lr: 7.500e-05, eta: 3:11:56, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.8809, loss: 0.8809, grad_norm: 12.7513 2020-10-12 20:29:21,750 - mmaction - INFO - Epoch [47][2600/3520] lr: 7.500e-05, eta: 3:11:36, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9219, loss_cls: 0.8694, loss: 0.8694, grad_norm: 12.0739 2020-10-12 20:29:41,397 - mmaction - INFO - Epoch [47][2620/3520] lr: 7.500e-05, eta: 3:11:16, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9250, loss_cls: 0.8624, loss: 0.8624, grad_norm: 12.0746 2020-10-12 20:30:01,353 - mmaction - INFO - Epoch [47][2640/3520] lr: 7.500e-05, eta: 3:10:56, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9292, loss_cls: 0.8911, loss: 0.8911, grad_norm: 12.6380 2020-10-12 20:30:22,211 - mmaction - INFO - Epoch [47][2660/3520] lr: 7.500e-05, eta: 3:10:36, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9344, loss_cls: 0.8779, loss: 0.8779, grad_norm: 12.9253 2020-10-12 20:30:41,713 - mmaction - INFO - Epoch [47][2680/3520] lr: 7.500e-05, eta: 3:10:16, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9240, loss_cls: 0.9462, loss: 0.9462, grad_norm: 12.9892 2020-10-12 20:31:02,197 - mmaction - INFO - Epoch [47][2700/3520] lr: 7.500e-05, eta: 3:09:56, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9260, loss_cls: 0.8706, loss: 0.8706, grad_norm: 11.6152 2020-10-12 20:31:23,317 - mmaction - INFO - Epoch [47][2720/3520] lr: 7.500e-05, eta: 3:09:36, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9323, loss_cls: 0.8066, loss: 0.8066, grad_norm: 11.8494 2020-10-12 20:31:43,728 - mmaction - INFO - Epoch [47][2740/3520] lr: 7.500e-05, eta: 3:09:16, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8700, loss: 0.8700, grad_norm: 12.1429 2020-10-12 20:32:04,039 - mmaction - INFO - Epoch [47][2760/3520] lr: 7.500e-05, eta: 3:08:56, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9396, loss_cls: 0.8558, loss: 0.8558, grad_norm: 12.2269 2020-10-12 20:32:23,603 - mmaction - INFO - Epoch [47][2780/3520] lr: 7.500e-05, eta: 3:08:36, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9260, loss_cls: 0.8359, loss: 0.8359, grad_norm: 12.1243 2020-10-12 20:32:44,730 - mmaction - INFO - Epoch [47][2800/3520] lr: 7.500e-05, eta: 3:08:16, time: 1.057, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9365, loss_cls: 0.8615, loss: 0.8615, grad_norm: 12.3793 2020-10-12 20:33:04,829 - mmaction - INFO - Epoch [47][2820/3520] lr: 7.500e-05, eta: 3:07:56, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9271, loss_cls: 0.8868, loss: 0.8868, grad_norm: 12.9360 2020-10-12 20:33:25,571 - mmaction - INFO - Epoch [47][2840/3520] lr: 7.500e-05, eta: 3:07:36, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9396, loss_cls: 0.8186, loss: 0.8186, grad_norm: 11.8085 2020-10-12 20:33:45,574 - mmaction - INFO - Epoch [47][2860/3520] lr: 7.500e-05, eta: 3:07:16, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9198, loss_cls: 0.8882, loss: 0.8882, grad_norm: 12.1375 2020-10-12 20:34:05,038 - mmaction - INFO - Epoch [47][2880/3520] lr: 7.500e-05, eta: 3:06:55, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9292, loss_cls: 0.8685, loss: 0.8685, grad_norm: 12.4274 2020-10-12 20:34:26,519 - mmaction - INFO - Epoch [47][2900/3520] lr: 7.500e-05, eta: 3:06:36, time: 1.073, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9302, loss_cls: 0.8653, loss: 0.8653, grad_norm: 12.3589 2020-10-12 20:34:46,553 - mmaction - INFO - Epoch [47][2920/3520] lr: 7.500e-05, eta: 3:06:15, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9135, loss_cls: 1.0020, loss: 1.0020, grad_norm: 13.0976 2020-10-12 20:35:07,621 - mmaction - INFO - Epoch [47][2940/3520] lr: 7.500e-05, eta: 3:05:56, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9219, loss_cls: 0.8894, loss: 0.8894, grad_norm: 12.4027 2020-10-12 20:35:26,979 - mmaction - INFO - Epoch [47][2960/3520] lr: 7.500e-05, eta: 3:05:35, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9344, loss_cls: 0.8623, loss: 0.8623, grad_norm: 11.9295 2020-10-12 20:35:47,446 - mmaction - INFO - Epoch [47][2980/3520] lr: 7.500e-05, eta: 3:05:15, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9281, loss_cls: 0.8469, loss: 0.8469, grad_norm: 12.1787 2020-10-12 20:36:07,576 - mmaction - INFO - Epoch [47][3000/3520] lr: 7.500e-05, eta: 3:04:55, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9292, loss_cls: 0.8858, loss: 0.8858, grad_norm: 12.0599 2020-10-12 20:36:27,275 - mmaction - INFO - Epoch [47][3020/3520] lr: 7.500e-05, eta: 3:04:35, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9323, loss_cls: 0.8137, loss: 0.8137, grad_norm: 11.7986 2020-10-12 20:36:47,719 - mmaction - INFO - Epoch [47][3040/3520] lr: 7.500e-05, eta: 3:04:15, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9260, loss_cls: 0.9155, loss: 0.9155, grad_norm: 12.6718 2020-10-12 20:37:07,365 - mmaction - INFO - Epoch [47][3060/3520] lr: 7.500e-05, eta: 3:03:55, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.9236, loss: 0.9236, grad_norm: 13.1326 2020-10-12 20:37:28,132 - mmaction - INFO - Epoch [47][3080/3520] lr: 7.500e-05, eta: 3:03:35, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9188, loss_cls: 0.9342, loss: 0.9342, grad_norm: 12.6811 2020-10-12 20:37:47,886 - mmaction - INFO - Epoch [47][3100/3520] lr: 7.500e-05, eta: 3:03:15, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9354, loss_cls: 0.8870, loss: 0.8870, grad_norm: 12.8335 2020-10-12 20:38:08,647 - mmaction - INFO - Epoch [47][3120/3520] lr: 7.500e-05, eta: 3:02:55, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9247, loss: 0.9247, grad_norm: 12.7434 2020-10-12 20:38:28,795 - mmaction - INFO - Epoch [47][3140/3520] lr: 7.500e-05, eta: 3:02:35, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8586, loss: 0.8586, grad_norm: 12.0145 2020-10-12 20:38:49,649 - mmaction - INFO - Epoch [47][3160/3520] lr: 7.500e-05, eta: 3:02:15, time: 1.043, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9333, loss_cls: 0.8798, loss: 0.8798, grad_norm: 12.3205 2020-10-12 20:39:09,483 - mmaction - INFO - Epoch [47][3180/3520] lr: 7.500e-05, eta: 3:01:55, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8904, loss: 0.8904, grad_norm: 12.4827 2020-10-12 20:39:30,268 - mmaction - INFO - Epoch [47][3200/3520] lr: 7.500e-05, eta: 3:01:35, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9271, loss_cls: 0.9453, loss: 0.9453, grad_norm: 12.8017 2020-10-12 20:39:50,596 - mmaction - INFO - Epoch [47][3220/3520] lr: 7.500e-05, eta: 3:01:15, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8319, loss: 0.8319, grad_norm: 11.9943 2020-10-12 20:40:12,078 - mmaction - INFO - Epoch [47][3240/3520] lr: 7.500e-05, eta: 3:00:55, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9250, loss_cls: 0.9138, loss: 0.9138, grad_norm: 12.9572 2020-10-12 20:40:31,543 - mmaction - INFO - Epoch [47][3260/3520] lr: 7.500e-05, eta: 3:00:35, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9344, loss_cls: 0.8534, loss: 0.8534, grad_norm: 12.4296 2020-10-12 20:40:51,476 - mmaction - INFO - Epoch [47][3280/3520] lr: 7.500e-05, eta: 3:00:15, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.8885, loss: 0.8885, grad_norm: 12.1500 2020-10-12 20:41:12,498 - mmaction - INFO - Epoch [47][3300/3520] lr: 7.500e-05, eta: 2:59:55, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9354, loss_cls: 0.8848, loss: 0.8848, grad_norm: 12.2983 2020-10-12 20:41:33,430 - mmaction - INFO - Epoch [47][3320/3520] lr: 7.500e-05, eta: 2:59:35, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.8910, loss: 0.8910, grad_norm: 12.3873 2020-10-12 20:41:52,716 - mmaction - INFO - Epoch [47][3340/3520] lr: 7.500e-05, eta: 2:59:15, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9187, loss_cls: 0.9152, loss: 0.9152, grad_norm: 12.7708 2020-10-12 20:42:12,529 - mmaction - INFO - Epoch [47][3360/3520] lr: 7.500e-05, eta: 2:58:55, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9198, loss_cls: 0.8785, loss: 0.8785, grad_norm: 11.9016 2020-10-12 20:42:32,476 - mmaction - INFO - Epoch [47][3380/3520] lr: 7.500e-05, eta: 2:58:35, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9156, loss_cls: 0.9517, loss: 0.9517, grad_norm: 12.5838 2020-10-12 20:42:52,313 - mmaction - INFO - Epoch [47][3400/3520] lr: 7.500e-05, eta: 2:58:15, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9375, loss_cls: 0.8992, loss: 0.8992, grad_norm: 12.5117 2020-10-12 20:43:12,810 - mmaction - INFO - Epoch [47][3420/3520] lr: 7.500e-05, eta: 2:57:55, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9344, loss_cls: 0.8631, loss: 0.8631, grad_norm: 12.2920 2020-10-12 20:43:32,746 - mmaction - INFO - Epoch [47][3440/3520] lr: 7.500e-05, eta: 2:57:35, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9417, loss_cls: 0.7504, loss: 0.7504, grad_norm: 11.6694 2020-10-12 20:43:52,648 - mmaction - INFO - Epoch [47][3460/3520] lr: 7.500e-05, eta: 2:57:15, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9385, loss_cls: 0.8687, loss: 0.8687, grad_norm: 12.4913 2020-10-12 20:44:13,424 - mmaction - INFO - Epoch [47][3480/3520] lr: 7.500e-05, eta: 2:56:55, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9167, loss_cls: 0.9108, loss: 0.9108, grad_norm: 12.0019 2020-10-12 20:44:32,656 - mmaction - INFO - Epoch [47][3500/3520] lr: 7.500e-05, eta: 2:56:35, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9125, loss_cls: 0.9496, loss: 0.9496, grad_norm: 12.3300 2020-10-12 20:44:52,093 - mmaction - INFO - Epoch [47][3520/3520] lr: 7.500e-05, eta: 2:56:15, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7772, top5_acc: 0.9272, loss_cls: 0.8996, loss: 0.8996, grad_norm: 12.5625 2020-10-12 20:44:52,517 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-10-12 20:45:25,585 - mmaction - INFO - Epoch [48][20/3520] lr: 7.500e-05, eta: 2:55:56, time: 1.626, data_time: 0.647, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9344, loss_cls: 0.8119, loss: 0.8119, grad_norm: 11.4819 2020-10-12 20:45:44,125 - mmaction - INFO - Epoch [48][40/3520] lr: 7.500e-05, eta: 2:55:36, time: 0.927, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.9043, loss: 0.9043, grad_norm: 12.6214 2020-10-12 20:46:03,619 - mmaction - INFO - Epoch [48][60/3520] lr: 7.500e-05, eta: 2:55:16, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9246, loss: 0.9246, grad_norm: 12.5570 2020-10-12 20:46:23,309 - mmaction - INFO - Epoch [48][80/3520] lr: 7.500e-05, eta: 2:54:55, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9271, loss_cls: 0.8657, loss: 0.8657, grad_norm: 12.2834 2020-10-12 20:46:43,583 - mmaction - INFO - Epoch [48][100/3520] lr: 7.500e-05, eta: 2:54:35, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9333, loss_cls: 0.8509, loss: 0.8509, grad_norm: 11.9817 2020-10-12 20:47:03,652 - mmaction - INFO - Epoch [48][120/3520] lr: 7.500e-05, eta: 2:54:15, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.8471, loss: 0.8471, grad_norm: 12.2722 2020-10-12 20:47:23,188 - mmaction - INFO - Epoch [48][140/3520] lr: 7.500e-05, eta: 2:53:55, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.8292, loss: 0.8292, grad_norm: 12.3260 2020-10-12 20:47:44,379 - mmaction - INFO - Epoch [48][160/3520] lr: 7.500e-05, eta: 2:53:35, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9156, loss_cls: 0.9442, loss: 0.9442, grad_norm: 12.8469 2020-10-12 20:48:04,317 - mmaction - INFO - Epoch [48][180/3520] lr: 7.500e-05, eta: 2:53:15, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9365, loss_cls: 0.8177, loss: 0.8177, grad_norm: 11.6357 2020-10-12 20:48:24,075 - mmaction - INFO - Epoch [48][200/3520] lr: 7.500e-05, eta: 2:52:55, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9406, loss_cls: 0.7551, loss: 0.7551, grad_norm: 11.2952 2020-10-12 20:48:44,199 - mmaction - INFO - Epoch [48][220/3520] lr: 7.500e-05, eta: 2:52:35, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9187, loss_cls: 0.9218, loss: 0.9218, grad_norm: 12.5939 2020-10-12 20:49:03,597 - mmaction - INFO - Epoch [48][240/3520] lr: 7.500e-05, eta: 2:52:15, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9302, loss_cls: 0.8714, loss: 0.8714, grad_norm: 12.3140 2020-10-12 20:49:24,125 - mmaction - INFO - Epoch [48][260/3520] lr: 7.500e-05, eta: 2:51:55, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9219, loss_cls: 0.9508, loss: 0.9508, grad_norm: 13.0109 2020-10-12 20:49:43,669 - mmaction - INFO - Epoch [48][280/3520] lr: 7.500e-05, eta: 2:51:35, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9219, loss_cls: 0.9149, loss: 0.9149, grad_norm: 12.5919 2020-10-12 20:50:03,932 - mmaction - INFO - Epoch [48][300/3520] lr: 7.500e-05, eta: 2:51:15, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9323, loss_cls: 0.8626, loss: 0.8626, grad_norm: 12.1043 2020-10-12 20:50:23,853 - mmaction - INFO - Epoch [48][320/3520] lr: 7.500e-05, eta: 2:50:55, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9344, loss_cls: 0.8611, loss: 0.8611, grad_norm: 12.5884 2020-10-12 20:50:43,713 - mmaction - INFO - Epoch [48][340/3520] lr: 7.500e-05, eta: 2:50:35, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8194, loss: 0.8194, grad_norm: 12.0370 2020-10-12 20:51:03,875 - mmaction - INFO - Epoch [48][360/3520] lr: 7.500e-05, eta: 2:50:15, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.8997, loss: 0.8997, grad_norm: 12.7280 2020-10-12 20:51:23,949 - mmaction - INFO - Epoch [48][380/3520] lr: 7.500e-05, eta: 2:49:55, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9177, loss_cls: 0.9285, loss: 0.9285, grad_norm: 12.7139 2020-10-12 20:51:43,529 - mmaction - INFO - Epoch [48][400/3520] lr: 7.500e-05, eta: 2:49:35, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9344, loss_cls: 0.8262, loss: 0.8262, grad_norm: 11.8280 2020-10-12 20:52:05,053 - mmaction - INFO - Epoch [48][420/3520] lr: 7.500e-05, eta: 2:49:15, time: 1.073, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9146, loss_cls: 0.9356, loss: 0.9356, grad_norm: 12.9761 2020-10-12 20:52:24,322 - mmaction - INFO - Epoch [48][440/3520] lr: 7.500e-05, eta: 2:48:55, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8769, loss: 0.8769, grad_norm: 12.2122 2020-10-12 20:52:45,119 - mmaction - INFO - Epoch [48][460/3520] lr: 7.500e-05, eta: 2:48:35, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9354, loss_cls: 0.8699, loss: 0.8699, grad_norm: 12.2821 2020-10-12 20:53:05,445 - mmaction - INFO - Epoch [48][480/3520] lr: 7.500e-05, eta: 2:48:15, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9146, loss_cls: 1.0061, loss: 1.0061, grad_norm: 13.0312 2020-10-12 20:53:25,451 - mmaction - INFO - Epoch [48][500/3520] lr: 7.500e-05, eta: 2:47:55, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9146, loss_cls: 0.9558, loss: 0.9558, grad_norm: 12.5349 2020-10-12 20:53:45,379 - mmaction - INFO - Epoch [48][520/3520] lr: 7.500e-05, eta: 2:47:35, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9260, loss_cls: 0.9219, loss: 0.9219, grad_norm: 12.4296 2020-10-12 20:54:05,567 - mmaction - INFO - Epoch [48][540/3520] lr: 7.500e-05, eta: 2:47:15, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9302, loss_cls: 0.8263, loss: 0.8263, grad_norm: 11.9340 2020-10-12 20:54:25,446 - mmaction - INFO - Epoch [48][560/3520] lr: 7.500e-05, eta: 2:46:55, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8373, loss: 0.8373, grad_norm: 12.3716 2020-10-12 20:54:45,511 - mmaction - INFO - Epoch [48][580/3520] lr: 7.500e-05, eta: 2:46:35, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9260, loss_cls: 0.9175, loss: 0.9175, grad_norm: 12.2863 2020-10-12 20:55:06,618 - mmaction - INFO - Epoch [48][600/3520] lr: 7.500e-05, eta: 2:46:15, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9519, loss: 0.9519, grad_norm: 12.5799 2020-10-12 20:55:27,573 - mmaction - INFO - Epoch [48][620/3520] lr: 7.500e-05, eta: 2:45:55, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8940, loss: 0.8940, grad_norm: 12.0340 2020-10-12 20:55:47,641 - mmaction - INFO - Epoch [48][640/3520] lr: 7.500e-05, eta: 2:45:35, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9458, loss_cls: 0.8200, loss: 0.8200, grad_norm: 12.2112 2020-10-12 20:56:07,234 - mmaction - INFO - Epoch [48][660/3520] lr: 7.500e-05, eta: 2:45:15, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9135, loss_cls: 0.9391, loss: 0.9391, grad_norm: 12.7099 2020-10-12 20:56:27,587 - mmaction - INFO - Epoch [48][680/3520] lr: 7.500e-05, eta: 2:44:55, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9344, loss_cls: 0.8776, loss: 0.8776, grad_norm: 12.3653 2020-10-12 20:56:47,078 - mmaction - INFO - Epoch [48][700/3520] lr: 7.500e-05, eta: 2:44:35, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9365, loss_cls: 0.7935, loss: 0.7935, grad_norm: 11.9212 2020-10-12 20:57:08,012 - mmaction - INFO - Epoch [48][720/3520] lr: 7.500e-05, eta: 2:44:15, time: 1.043, data_time: 0.004, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.8717, loss: 0.8717, grad_norm: 12.7192 2020-10-12 20:57:27,605 - mmaction - INFO - Epoch [48][740/3520] lr: 7.500e-05, eta: 2:43:55, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8964, loss: 0.8964, grad_norm: 12.8890 2020-10-12 20:57:47,588 - mmaction - INFO - Epoch [48][760/3520] lr: 7.500e-05, eta: 2:43:35, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9219, loss_cls: 0.8760, loss: 0.8760, grad_norm: 12.6424 2020-10-12 20:58:07,501 - mmaction - INFO - Epoch [48][780/3520] lr: 7.500e-05, eta: 2:43:15, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9333, loss_cls: 0.7928, loss: 0.7928, grad_norm: 11.5747 2020-10-12 20:58:27,384 - mmaction - INFO - Epoch [48][800/3520] lr: 7.500e-05, eta: 2:42:55, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9156, loss_cls: 0.9175, loss: 0.9175, grad_norm: 12.5232 2020-10-12 20:58:48,688 - mmaction - INFO - Epoch [48][820/3520] lr: 7.500e-05, eta: 2:42:35, time: 1.065, data_time: 0.003, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9271, loss_cls: 0.9180, loss: 0.9180, grad_norm: 12.9015 2020-10-12 20:59:08,485 - mmaction - INFO - Epoch [48][840/3520] lr: 7.500e-05, eta: 2:42:15, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9521, loss_cls: 0.8155, loss: 0.8155, grad_norm: 11.9848 2020-10-12 20:59:29,017 - mmaction - INFO - Epoch [48][860/3520] lr: 7.500e-05, eta: 2:41:55, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9373, loss: 0.9373, grad_norm: 12.7336 2020-10-12 20:59:48,412 - mmaction - INFO - Epoch [48][880/3520] lr: 7.500e-05, eta: 2:41:34, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8768, loss: 0.8768, grad_norm: 12.0394 2020-10-12 21:00:11,557 - mmaction - INFO - Epoch [48][900/3520] lr: 7.500e-05, eta: 2:41:15, time: 1.152, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9375, loss_cls: 0.8603, loss: 0.8603, grad_norm: 12.2324 2020-10-12 21:00:31,493 - mmaction - INFO - Epoch [48][920/3520] lr: 7.500e-05, eta: 2:40:55, time: 1.002, data_time: 0.015, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9122, loss: 0.9122, grad_norm: 12.7238 2020-10-12 21:00:51,466 - mmaction - INFO - Epoch [48][940/3520] lr: 7.500e-05, eta: 2:40:35, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.8950, loss: 0.8950, grad_norm: 12.7791 2020-10-12 21:01:12,293 - mmaction - INFO - Epoch [48][960/3520] lr: 7.500e-05, eta: 2:40:15, time: 1.044, data_time: 0.007, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9312, loss_cls: 0.9255, loss: 0.9255, grad_norm: 13.0504 2020-10-12 21:01:31,856 - mmaction - INFO - Epoch [48][980/3520] lr: 7.500e-05, eta: 2:39:55, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9161, loss: 0.9161, grad_norm: 12.6372 2020-10-12 21:01:53,346 - mmaction - INFO - Epoch [48][1000/3520] lr: 7.500e-05, eta: 2:39:35, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9504, loss: 0.9504, grad_norm: 12.9022 2020-10-12 21:02:12,882 - mmaction - INFO - Epoch [48][1020/3520] lr: 7.500e-05, eta: 2:39:14, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9375, loss_cls: 0.8324, loss: 0.8324, grad_norm: 12.2271 2020-10-12 21:02:32,774 - mmaction - INFO - Epoch [48][1040/3520] lr: 7.500e-05, eta: 2:38:54, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9406, loss_cls: 0.8219, loss: 0.8219, grad_norm: 12.2987 2020-10-12 21:02:53,655 - mmaction - INFO - Epoch [48][1060/3520] lr: 7.500e-05, eta: 2:38:34, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9229, loss_cls: 0.9188, loss: 0.9188, grad_norm: 12.6492 2020-10-12 21:03:13,623 - mmaction - INFO - Epoch [48][1080/3520] lr: 7.500e-05, eta: 2:38:14, time: 1.001, data_time: 0.007, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9208, loss_cls: 0.9534, loss: 0.9534, grad_norm: 12.9904 2020-10-12 21:03:33,980 - mmaction - INFO - Epoch [48][1100/3520] lr: 7.500e-05, eta: 2:37:54, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9240, loss_cls: 0.9345, loss: 0.9345, grad_norm: 12.6384 2020-10-12 21:03:55,544 - mmaction - INFO - Epoch [48][1120/3520] lr: 7.500e-05, eta: 2:37:34, time: 1.075, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9396, loss_cls: 0.8629, loss: 0.8629, grad_norm: 13.3644 2020-10-12 21:04:16,796 - mmaction - INFO - Epoch [48][1140/3520] lr: 7.500e-05, eta: 2:37:15, time: 1.066, data_time: 0.008, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9250, loss_cls: 0.9098, loss: 0.9098, grad_norm: 12.8378 2020-10-12 21:04:35,636 - mmaction - INFO - Epoch [48][1160/3520] lr: 7.500e-05, eta: 2:36:54, time: 0.942, data_time: 0.002, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9260, loss_cls: 0.9367, loss: 0.9367, grad_norm: 13.0928 2020-10-12 21:04:55,796 - mmaction - INFO - Epoch [48][1180/3520] lr: 7.500e-05, eta: 2:36:34, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9177, loss_cls: 0.9116, loss: 0.9116, grad_norm: 12.7634 2020-10-12 21:05:16,586 - mmaction - INFO - Epoch [48][1200/3520] lr: 7.500e-05, eta: 2:36:14, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9058, loss: 0.9058, grad_norm: 12.3859 2020-10-12 21:05:36,586 - mmaction - INFO - Epoch [48][1220/3520] lr: 7.500e-05, eta: 2:35:54, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9313, loss_cls: 0.8822, loss: 0.8822, grad_norm: 12.2539 2020-10-12 21:05:57,144 - mmaction - INFO - Epoch [48][1240/3520] lr: 7.500e-05, eta: 2:35:34, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.9189, loss: 0.9189, grad_norm: 12.8432 2020-10-12 21:06:16,683 - mmaction - INFO - Epoch [48][1260/3520] lr: 7.500e-05, eta: 2:35:14, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8302, loss: 0.8302, grad_norm: 12.2457 2020-10-12 21:06:36,730 - mmaction - INFO - Epoch [48][1280/3520] lr: 7.500e-05, eta: 2:34:54, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9198, loss_cls: 0.9997, loss: 0.9997, grad_norm: 12.8735 2020-10-12 21:06:56,297 - mmaction - INFO - Epoch [48][1300/3520] lr: 7.500e-05, eta: 2:34:34, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9436, loss: 0.9436, grad_norm: 12.6892 2020-10-12 21:07:16,068 - mmaction - INFO - Epoch [48][1320/3520] lr: 7.500e-05, eta: 2:34:14, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9281, loss_cls: 0.8989, loss: 0.8989, grad_norm: 12.3694 2020-10-12 21:07:37,316 - mmaction - INFO - Epoch [48][1340/3520] lr: 7.500e-05, eta: 2:33:54, time: 1.063, data_time: 0.003, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.8660, loss: 0.8660, grad_norm: 12.3336 2020-10-12 21:07:56,788 - mmaction - INFO - Epoch [48][1360/3520] lr: 7.500e-05, eta: 2:33:34, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.9113, loss: 0.9113, grad_norm: 12.2307 2020-10-12 21:08:17,876 - mmaction - INFO - Epoch [48][1380/3520] lr: 7.500e-05, eta: 2:33:14, time: 1.058, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9344, loss_cls: 0.8364, loss: 0.8364, grad_norm: 12.0201 2020-10-12 21:08:38,427 - mmaction - INFO - Epoch [48][1400/3520] lr: 7.500e-05, eta: 2:32:54, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8896, loss: 0.8896, grad_norm: 12.0249 2020-10-12 21:08:58,877 - mmaction - INFO - Epoch [48][1420/3520] lr: 7.500e-05, eta: 2:32:34, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8746, loss: 0.8746, grad_norm: 12.5178 2020-10-12 21:09:18,851 - mmaction - INFO - Epoch [48][1440/3520] lr: 7.500e-05, eta: 2:32:14, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9365, loss_cls: 0.8496, loss: 0.8496, grad_norm: 12.3599 2020-10-12 21:09:38,451 - mmaction - INFO - Epoch [48][1460/3520] lr: 7.500e-05, eta: 2:31:54, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9146, loss_cls: 0.9256, loss: 0.9256, grad_norm: 12.8558 2020-10-12 21:09:59,617 - mmaction - INFO - Epoch [48][1480/3520] lr: 7.500e-05, eta: 2:31:34, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9243, loss: 0.9243, grad_norm: 12.7296 2020-10-12 21:10:20,653 - mmaction - INFO - Epoch [48][1500/3520] lr: 7.500e-05, eta: 2:31:14, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9323, loss_cls: 0.8014, loss: 0.8014, grad_norm: 11.9210 2020-10-12 21:10:40,733 - mmaction - INFO - Epoch [48][1520/3520] lr: 7.500e-05, eta: 2:30:54, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9120, loss: 0.9120, grad_norm: 12.5514 2020-10-12 21:11:00,323 - mmaction - INFO - Epoch [48][1540/3520] lr: 7.500e-05, eta: 2:30:34, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9313, loss_cls: 0.8707, loss: 0.8707, grad_norm: 12.5331 2020-10-12 21:11:20,790 - mmaction - INFO - Epoch [48][1560/3520] lr: 7.500e-05, eta: 2:30:14, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9167, loss_cls: 0.9159, loss: 0.9159, grad_norm: 12.1401 2020-10-12 21:11:41,058 - mmaction - INFO - Epoch [48][1580/3520] lr: 7.500e-05, eta: 2:29:54, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9281, loss_cls: 0.8436, loss: 0.8436, grad_norm: 11.5918 2020-10-12 21:12:01,254 - mmaction - INFO - Epoch [48][1600/3520] lr: 7.500e-05, eta: 2:29:34, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9188, loss_cls: 0.9311, loss: 0.9311, grad_norm: 12.5010 2020-10-12 21:12:21,543 - mmaction - INFO - Epoch [48][1620/3520] lr: 7.500e-05, eta: 2:29:14, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.9004, loss: 0.9004, grad_norm: 12.9920 2020-10-12 21:12:40,629 - mmaction - INFO - Epoch [48][1640/3520] lr: 7.500e-05, eta: 2:28:54, time: 0.956, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9302, loss_cls: 0.9332, loss: 0.9332, grad_norm: 12.7116 2020-10-12 21:13:02,286 - mmaction - INFO - Epoch [48][1660/3520] lr: 7.500e-05, eta: 2:28:34, time: 1.081, data_time: 0.004, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 0.9885, loss: 0.9885, grad_norm: 12.9829 2020-10-12 21:13:22,044 - mmaction - INFO - Epoch [48][1680/3520] lr: 7.500e-05, eta: 2:28:14, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9286, loss: 0.9286, grad_norm: 13.1050 2020-10-12 21:13:41,690 - mmaction - INFO - Epoch [48][1700/3520] lr: 7.500e-05, eta: 2:27:54, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9229, loss_cls: 0.8718, loss: 0.8718, grad_norm: 12.5832 2020-10-12 21:14:01,754 - mmaction - INFO - Epoch [48][1720/3520] lr: 7.500e-05, eta: 2:27:34, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8602, loss: 0.8602, grad_norm: 12.7309 2020-10-12 21:14:22,249 - mmaction - INFO - Epoch [48][1740/3520] lr: 7.500e-05, eta: 2:27:14, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9187, loss_cls: 0.9638, loss: 0.9638, grad_norm: 12.8018 2020-10-12 21:14:41,598 - mmaction - INFO - Epoch [48][1760/3520] lr: 7.500e-05, eta: 2:26:54, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9240, loss_cls: 0.9390, loss: 0.9390, grad_norm: 12.7312 2020-10-12 21:15:01,414 - mmaction - INFO - Epoch [48][1780/3520] lr: 7.500e-05, eta: 2:26:34, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9146, loss_cls: 0.9310, loss: 0.9310, grad_norm: 12.7460 2020-10-12 21:15:20,991 - mmaction - INFO - Epoch [48][1800/3520] lr: 7.500e-05, eta: 2:26:14, time: 0.979, data_time: 0.004, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8438, loss: 0.8438, grad_norm: 12.4553 2020-10-12 21:15:41,312 - mmaction - INFO - Epoch [48][1820/3520] lr: 7.500e-05, eta: 2:25:54, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9094, loss_cls: 0.9166, loss: 0.9166, grad_norm: 11.9482 2020-10-12 21:16:01,035 - mmaction - INFO - Epoch [48][1840/3520] lr: 7.500e-05, eta: 2:25:34, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9375, loss_cls: 0.8789, loss: 0.8789, grad_norm: 12.3292 2020-10-12 21:16:22,019 - mmaction - INFO - Epoch [48][1860/3520] lr: 7.500e-05, eta: 2:25:14, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9135, loss_cls: 0.8859, loss: 0.8859, grad_norm: 12.0765 2020-10-12 21:16:41,686 - mmaction - INFO - Epoch [48][1880/3520] lr: 7.500e-05, eta: 2:24:54, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8308, loss: 0.8308, grad_norm: 12.1759 2020-10-12 21:17:03,270 - mmaction - INFO - Epoch [48][1900/3520] lr: 7.500e-05, eta: 2:24:34, time: 1.078, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9281, loss_cls: 0.8372, loss: 0.8372, grad_norm: 12.4035 2020-10-12 21:17:22,746 - mmaction - INFO - Epoch [48][1920/3520] lr: 7.500e-05, eta: 2:24:14, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9312, loss_cls: 0.8259, loss: 0.8259, grad_norm: 11.8866 2020-10-12 21:17:43,025 - mmaction - INFO - Epoch [48][1940/3520] lr: 7.500e-05, eta: 2:23:53, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9250, loss_cls: 0.8728, loss: 0.8728, grad_norm: 12.6756 2020-10-12 21:18:03,239 - mmaction - INFO - Epoch [48][1960/3520] lr: 7.500e-05, eta: 2:23:33, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9219, loss_cls: 0.9421, loss: 0.9421, grad_norm: 12.9523 2020-10-12 21:18:23,543 - mmaction - INFO - Epoch [48][1980/3520] lr: 7.500e-05, eta: 2:23:13, time: 1.018, data_time: 0.008, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9208, loss_cls: 0.9452, loss: 0.9452, grad_norm: 12.5710 2020-10-12 21:18:43,383 - mmaction - INFO - Epoch [48][2000/3520] lr: 7.500e-05, eta: 2:22:53, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9344, loss_cls: 0.8344, loss: 0.8344, grad_norm: 12.2897 2020-10-12 21:19:03,963 - mmaction - INFO - Epoch [48][2020/3520] lr: 7.500e-05, eta: 2:22:33, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9292, loss_cls: 0.8708, loss: 0.8708, grad_norm: 12.3063 2020-10-12 21:19:23,878 - mmaction - INFO - Epoch [48][2040/3520] lr: 7.500e-05, eta: 2:22:13, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8741, loss: 0.8741, grad_norm: 12.7398 2020-10-12 21:19:43,140 - mmaction - INFO - Epoch [48][2060/3520] lr: 7.500e-05, eta: 2:21:53, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.8407, loss: 0.8407, grad_norm: 11.8569 2020-10-12 21:20:04,063 - mmaction - INFO - Epoch [48][2080/3520] lr: 7.500e-05, eta: 2:21:33, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8622, loss: 0.8622, grad_norm: 12.1061 2020-10-12 21:20:24,007 - mmaction - INFO - Epoch [48][2100/3520] lr: 7.500e-05, eta: 2:21:13, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9313, loss_cls: 0.9017, loss: 0.9017, grad_norm: 13.3484 2020-10-12 21:20:44,296 - mmaction - INFO - Epoch [48][2120/3520] lr: 7.500e-05, eta: 2:20:53, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9312, loss_cls: 0.8434, loss: 0.8434, grad_norm: 12.2001 2020-10-12 21:21:04,186 - mmaction - INFO - Epoch [48][2140/3520] lr: 7.500e-05, eta: 2:20:33, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9344, loss_cls: 0.8443, loss: 0.8443, grad_norm: 12.1525 2020-10-12 21:21:24,772 - mmaction - INFO - Epoch [48][2160/3520] lr: 7.500e-05, eta: 2:20:13, time: 1.028, data_time: 0.008, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.9279, loss: 0.9279, grad_norm: 13.0795 2020-10-12 21:21:45,093 - mmaction - INFO - Epoch [48][2180/3520] lr: 7.500e-05, eta: 2:19:53, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8986, loss: 0.8986, grad_norm: 12.5066 2020-10-12 21:22:04,669 - mmaction - INFO - Epoch [48][2200/3520] lr: 7.500e-05, eta: 2:19:33, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9365, loss_cls: 0.8061, loss: 0.8061, grad_norm: 12.2842 2020-10-12 21:22:25,089 - mmaction - INFO - Epoch [48][2220/3520] lr: 7.500e-05, eta: 2:19:13, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9292, loss_cls: 0.9192, loss: 0.9192, grad_norm: 12.9756 2020-10-12 21:22:45,787 - mmaction - INFO - Epoch [48][2240/3520] lr: 7.500e-05, eta: 2:18:53, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9323, loss_cls: 0.8680, loss: 0.8680, grad_norm: 12.4984 2020-10-12 21:23:06,002 - mmaction - INFO - Epoch [48][2260/3520] lr: 7.500e-05, eta: 2:18:33, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9344, loss_cls: 0.8273, loss: 0.8273, grad_norm: 12.2827 2020-10-12 21:23:25,330 - mmaction - INFO - Epoch [48][2280/3520] lr: 7.500e-05, eta: 2:18:13, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9333, loss_cls: 0.8662, loss: 0.8662, grad_norm: 12.3315 2020-10-12 21:23:45,185 - mmaction - INFO - Epoch [48][2300/3520] lr: 7.500e-05, eta: 2:17:53, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9219, loss_cls: 0.9292, loss: 0.9292, grad_norm: 13.0429 2020-10-12 21:24:05,524 - mmaction - INFO - Epoch [48][2320/3520] lr: 7.500e-05, eta: 2:17:33, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9365, loss_cls: 0.8835, loss: 0.8835, grad_norm: 12.5592 2020-10-12 21:24:25,785 - mmaction - INFO - Epoch [48][2340/3520] lr: 7.500e-05, eta: 2:17:13, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9344, loss_cls: 0.8515, loss: 0.8515, grad_norm: 12.0376 2020-10-12 21:24:46,687 - mmaction - INFO - Epoch [48][2360/3520] lr: 7.500e-05, eta: 2:16:53, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9240, loss_cls: 0.9360, loss: 0.9360, grad_norm: 12.7436 2020-10-12 21:25:07,178 - mmaction - INFO - Epoch [48][2380/3520] lr: 7.500e-05, eta: 2:16:33, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9260, loss_cls: 0.8860, loss: 0.8860, grad_norm: 12.7462 2020-10-12 21:25:28,115 - mmaction - INFO - Epoch [48][2400/3520] lr: 7.500e-05, eta: 2:16:13, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9146, loss_cls: 0.9287, loss: 0.9287, grad_norm: 12.3825 2020-10-12 21:25:48,683 - mmaction - INFO - Epoch [48][2420/3520] lr: 7.500e-05, eta: 2:15:53, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9333, loss_cls: 0.8559, loss: 0.8559, grad_norm: 12.0444 2020-10-12 21:26:09,060 - mmaction - INFO - Epoch [48][2440/3520] lr: 7.500e-05, eta: 2:15:33, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.8963, loss: 0.8963, grad_norm: 12.5157 2020-10-12 21:26:29,976 - mmaction - INFO - Epoch [48][2460/3520] lr: 7.500e-05, eta: 2:15:13, time: 1.044, data_time: 0.007, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9312, loss_cls: 0.8496, loss: 0.8496, grad_norm: 12.0808 2020-10-12 21:26:49,169 - mmaction - INFO - Epoch [48][2480/3520] lr: 7.500e-05, eta: 2:14:53, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9385, loss_cls: 0.8754, loss: 0.8754, grad_norm: 13.0188 2020-10-12 21:27:08,905 - mmaction - INFO - Epoch [48][2500/3520] lr: 7.500e-05, eta: 2:14:33, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9679, loss: 0.9679, grad_norm: 13.0310 2020-10-12 21:27:29,964 - mmaction - INFO - Epoch [48][2520/3520] lr: 7.500e-05, eta: 2:14:13, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9260, loss_cls: 0.8755, loss: 0.8755, grad_norm: 12.5569 2020-10-12 21:27:50,212 - mmaction - INFO - Epoch [48][2540/3520] lr: 7.500e-05, eta: 2:13:53, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8535, loss: 0.8535, grad_norm: 12.6021 2020-10-12 21:28:10,254 - mmaction - INFO - Epoch [48][2560/3520] lr: 7.500e-05, eta: 2:13:33, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.8701, loss: 0.8701, grad_norm: 12.5034 2020-10-12 21:28:30,210 - mmaction - INFO - Epoch [48][2580/3520] lr: 7.500e-05, eta: 2:13:13, time: 0.997, data_time: 0.008, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9302, loss_cls: 0.8723, loss: 0.8723, grad_norm: 12.1084 2020-10-12 21:28:51,620 - mmaction - INFO - Epoch [48][2600/3520] lr: 7.500e-05, eta: 2:12:53, time: 1.073, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9208, loss_cls: 0.8721, loss: 0.8721, grad_norm: 12.2254 2020-10-12 21:29:10,807 - mmaction - INFO - Epoch [48][2620/3520] lr: 7.500e-05, eta: 2:12:33, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9313, loss_cls: 0.8797, loss: 0.8797, grad_norm: 12.7597 2020-10-12 21:29:32,283 - mmaction - INFO - Epoch [48][2640/3520] lr: 7.500e-05, eta: 2:12:13, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9365, loss_cls: 0.8363, loss: 0.8363, grad_norm: 12.6218 2020-10-12 21:29:51,929 - mmaction - INFO - Epoch [48][2660/3520] lr: 7.500e-05, eta: 2:11:53, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9135, loss_cls: 0.9458, loss: 0.9458, grad_norm: 13.1479 2020-10-12 21:30:11,977 - mmaction - INFO - Epoch [48][2680/3520] lr: 7.500e-05, eta: 2:11:33, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9429, loss: 0.9429, grad_norm: 13.1489 2020-10-12 21:30:32,289 - mmaction - INFO - Epoch [48][2700/3520] lr: 7.500e-05, eta: 2:11:13, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8966, loss: 0.8966, grad_norm: 12.9469 2020-10-12 21:30:51,803 - mmaction - INFO - Epoch [48][2720/3520] lr: 7.500e-05, eta: 2:10:53, time: 0.973, data_time: 0.004, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9292, loss_cls: 0.8994, loss: 0.8994, grad_norm: 12.6157 2020-10-12 21:31:12,274 - mmaction - INFO - Epoch [48][2740/3520] lr: 7.500e-05, eta: 2:10:33, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.8555, loss: 0.8555, grad_norm: 12.1116 2020-10-12 21:31:31,968 - mmaction - INFO - Epoch [48][2760/3520] lr: 7.500e-05, eta: 2:10:13, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.8856, loss: 0.8856, grad_norm: 12.4508 2020-10-12 21:31:52,745 - mmaction - INFO - Epoch [48][2780/3520] lr: 7.500e-05, eta: 2:09:53, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8834, loss: 0.8834, grad_norm: 12.4497 2020-10-12 21:32:12,423 - mmaction - INFO - Epoch [48][2800/3520] lr: 7.500e-05, eta: 2:09:32, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9260, loss_cls: 0.9204, loss: 0.9204, grad_norm: 12.5794 2020-10-12 21:32:32,002 - mmaction - INFO - Epoch [48][2820/3520] lr: 7.500e-05, eta: 2:09:12, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9354, loss_cls: 0.9058, loss: 0.9058, grad_norm: 12.7054 2020-10-12 21:32:52,370 - mmaction - INFO - Epoch [48][2840/3520] lr: 7.500e-05, eta: 2:08:52, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9385, loss_cls: 0.8740, loss: 0.8740, grad_norm: 12.9201 2020-10-12 21:33:12,342 - mmaction - INFO - Epoch [48][2860/3520] lr: 7.500e-05, eta: 2:08:32, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9229, loss_cls: 0.8542, loss: 0.8542, grad_norm: 11.9917 2020-10-12 21:33:32,281 - mmaction - INFO - Epoch [48][2880/3520] lr: 7.500e-05, eta: 2:08:12, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9229, loss_cls: 0.8837, loss: 0.8837, grad_norm: 12.9338 2020-10-12 21:33:51,872 - mmaction - INFO - Epoch [48][2900/3520] lr: 7.500e-05, eta: 2:07:52, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9156, loss_cls: 0.9209, loss: 0.9209, grad_norm: 12.6136 2020-10-12 21:34:12,324 - mmaction - INFO - Epoch [48][2920/3520] lr: 7.500e-05, eta: 2:07:32, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9156, loss_cls: 0.9421, loss: 0.9421, grad_norm: 12.6775 2020-10-12 21:34:32,881 - mmaction - INFO - Epoch [48][2940/3520] lr: 7.500e-05, eta: 2:07:12, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9250, loss_cls: 0.8646, loss: 0.8646, grad_norm: 12.8372 2020-10-12 21:34:52,260 - mmaction - INFO - Epoch [48][2960/3520] lr: 7.500e-05, eta: 2:06:52, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8843, loss: 0.8843, grad_norm: 12.4047 2020-10-12 21:35:11,923 - mmaction - INFO - Epoch [48][2980/3520] lr: 7.500e-05, eta: 2:06:32, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9281, loss_cls: 0.9222, loss: 0.9222, grad_norm: 12.7373 2020-10-12 21:35:31,606 - mmaction - INFO - Epoch [48][3000/3520] lr: 7.500e-05, eta: 2:06:12, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8284, loss: 0.8284, grad_norm: 11.8679 2020-10-12 21:35:51,406 - mmaction - INFO - Epoch [48][3020/3520] lr: 7.500e-05, eta: 2:05:52, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9313, loss_cls: 0.9303, loss: 0.9303, grad_norm: 13.5101 2020-10-12 21:36:11,262 - mmaction - INFO - Epoch [48][3040/3520] lr: 7.500e-05, eta: 2:05:32, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9458, loss_cls: 0.8814, loss: 0.8814, grad_norm: 12.6685 2020-10-12 21:36:31,432 - mmaction - INFO - Epoch [48][3060/3520] lr: 7.500e-05, eta: 2:05:12, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9260, loss_cls: 0.9383, loss: 0.9383, grad_norm: 12.3373 2020-10-12 21:36:50,631 - mmaction - INFO - Epoch [48][3080/3520] lr: 7.500e-05, eta: 2:04:52, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9229, loss_cls: 0.9245, loss: 0.9245, grad_norm: 12.6640 2020-10-12 21:37:10,542 - mmaction - INFO - Epoch [48][3100/3520] lr: 7.500e-05, eta: 2:04:32, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8440, loss: 0.8440, grad_norm: 11.9813 2020-10-12 21:37:30,684 - mmaction - INFO - Epoch [48][3120/3520] lr: 7.500e-05, eta: 2:04:12, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9333, loss_cls: 0.8832, loss: 0.8832, grad_norm: 12.8767 2020-10-12 21:37:50,314 - mmaction - INFO - Epoch [48][3140/3520] lr: 7.500e-05, eta: 2:03:52, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9229, loss_cls: 0.8712, loss: 0.8712, grad_norm: 12.6422 2020-10-12 21:38:10,099 - mmaction - INFO - Epoch [48][3160/3520] lr: 7.500e-05, eta: 2:03:32, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9271, loss_cls: 0.8791, loss: 0.8791, grad_norm: 12.6842 2020-10-12 21:38:29,865 - mmaction - INFO - Epoch [48][3180/3520] lr: 7.500e-05, eta: 2:03:12, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9176, loss: 0.9176, grad_norm: 12.8971 2020-10-12 21:38:49,617 - mmaction - INFO - Epoch [48][3200/3520] lr: 7.500e-05, eta: 2:02:52, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9271, loss_cls: 0.9065, loss: 0.9065, grad_norm: 12.8665 2020-10-12 21:39:09,409 - mmaction - INFO - Epoch [48][3220/3520] lr: 7.500e-05, eta: 2:02:32, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9479, loss_cls: 0.8245, loss: 0.8245, grad_norm: 12.5699 2020-10-12 21:39:29,200 - mmaction - INFO - Epoch [48][3240/3520] lr: 7.500e-05, eta: 2:02:12, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9156, loss_cls: 0.8814, loss: 0.8814, grad_norm: 12.1932 2020-10-12 21:39:48,912 - mmaction - INFO - Epoch [48][3260/3520] lr: 7.500e-05, eta: 2:01:52, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9188, loss_cls: 0.9405, loss: 0.9405, grad_norm: 12.6025 2020-10-12 21:40:08,879 - mmaction - INFO - Epoch [48][3280/3520] lr: 7.500e-05, eta: 2:01:31, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9333, loss_cls: 0.8553, loss: 0.8553, grad_norm: 11.6219 2020-10-12 21:40:28,204 - mmaction - INFO - Epoch [48][3300/3520] lr: 7.500e-05, eta: 2:01:11, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9406, loss_cls: 0.7870, loss: 0.7870, grad_norm: 12.1418 2020-10-12 21:40:47,766 - mmaction - INFO - Epoch [48][3320/3520] lr: 7.500e-05, eta: 2:00:51, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9312, loss_cls: 0.9050, loss: 0.9050, grad_norm: 12.8786 2020-10-12 21:41:07,825 - mmaction - INFO - Epoch [48][3340/3520] lr: 7.500e-05, eta: 2:00:31, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9344, loss_cls: 0.8475, loss: 0.8475, grad_norm: 12.2694 2020-10-12 21:41:27,522 - mmaction - INFO - Epoch [48][3360/3520] lr: 7.500e-05, eta: 2:00:11, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9208, loss_cls: 0.8937, loss: 0.8937, grad_norm: 12.6814 2020-10-12 21:41:47,146 - mmaction - INFO - Epoch [48][3380/3520] lr: 7.500e-05, eta: 1:59:51, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9083, loss_cls: 0.9971, loss: 0.9971, grad_norm: 13.2447 2020-10-12 21:42:06,739 - mmaction - INFO - Epoch [48][3400/3520] lr: 7.500e-05, eta: 1:59:31, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9354, loss_cls: 0.8164, loss: 0.8164, grad_norm: 12.0804 2020-10-12 21:42:26,074 - mmaction - INFO - Epoch [48][3420/3520] lr: 7.500e-05, eta: 1:59:11, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9188, loss_cls: 0.9070, loss: 0.9070, grad_norm: 12.3355 2020-10-12 21:42:46,239 - mmaction - INFO - Epoch [48][3440/3520] lr: 7.500e-05, eta: 1:58:51, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 0.9670, loss: 0.9670, grad_norm: 13.4300 2020-10-12 21:43:05,801 - mmaction - INFO - Epoch [48][3460/3520] lr: 7.500e-05, eta: 1:58:31, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9375, loss_cls: 0.8813, loss: 0.8813, grad_norm: 12.6638 2020-10-12 21:43:25,367 - mmaction - INFO - Epoch [48][3480/3520] lr: 7.500e-05, eta: 1:58:11, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9167, loss_cls: 0.9042, loss: 0.9042, grad_norm: 12.7094 2020-10-12 21:43:45,067 - mmaction - INFO - Epoch [48][3500/3520] lr: 7.500e-05, eta: 1:57:51, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9250, loss_cls: 0.8830, loss: 0.8830, grad_norm: 12.4073 2020-10-12 21:44:03,898 - mmaction - INFO - Epoch [48][3520/3520] lr: 7.500e-05, eta: 1:57:31, time: 0.942, data_time: 0.004, memory: 10390, top1_acc: 0.7793, top5_acc: 0.9217, loss_cls: 0.8779, loss: 0.8779, grad_norm: 12.8421 2020-10-12 21:44:04,292 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-12 21:44:37,863 - mmaction - INFO - Epoch [49][20/3520] lr: 7.500e-05, eta: 1:57:11, time: 1.653, data_time: 0.679, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9188, loss_cls: 0.9314, loss: 0.9314, grad_norm: 13.3318 2020-10-12 21:44:56,685 - mmaction - INFO - Epoch [49][40/3520] lr: 7.500e-05, eta: 1:56:51, time: 0.941, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9146, loss_cls: 0.9400, loss: 0.9400, grad_norm: 12.2335 2020-10-12 21:45:16,753 - mmaction - INFO - Epoch [49][60/3520] lr: 7.500e-05, eta: 1:56:31, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9437, loss_cls: 0.8555, loss: 0.8555, grad_norm: 12.8035 2020-10-12 21:45:36,100 - mmaction - INFO - Epoch [49][80/3520] lr: 7.500e-05, eta: 1:56:11, time: 0.966, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9292, loss_cls: 0.8457, loss: 0.8457, grad_norm: 12.3764 2020-10-12 21:45:57,098 - mmaction - INFO - Epoch [49][100/3520] lr: 7.500e-05, eta: 1:55:51, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9333, loss_cls: 0.8591, loss: 0.8591, grad_norm: 12.2709 2020-10-12 21:46:16,086 - mmaction - INFO - Epoch [49][120/3520] lr: 7.500e-05, eta: 1:55:31, time: 0.952, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8355, loss: 0.8355, grad_norm: 11.9318 2020-10-12 21:46:36,393 - mmaction - INFO - Epoch [49][140/3520] lr: 7.500e-05, eta: 1:55:11, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9219, loss_cls: 0.8822, loss: 0.8822, grad_norm: 12.3147 2020-10-12 21:46:56,392 - mmaction - INFO - Epoch [49][160/3520] lr: 7.500e-05, eta: 1:54:51, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9240, loss_cls: 0.9389, loss: 0.9389, grad_norm: 13.1572 2020-10-12 21:47:16,508 - mmaction - INFO - Epoch [49][180/3520] lr: 7.500e-05, eta: 1:54:31, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9437, loss_cls: 0.8251, loss: 0.8251, grad_norm: 12.0843 2020-10-12 21:47:37,034 - mmaction - INFO - Epoch [49][200/3520] lr: 7.500e-05, eta: 1:54:11, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9344, loss_cls: 0.8319, loss: 0.8319, grad_norm: 12.2579 2020-10-12 21:47:56,755 - mmaction - INFO - Epoch [49][220/3520] lr: 7.500e-05, eta: 1:53:51, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9312, loss_cls: 0.8270, loss: 0.8270, grad_norm: 11.8316 2020-10-12 21:48:16,670 - mmaction - INFO - Epoch [49][240/3520] lr: 7.500e-05, eta: 1:53:31, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9354, loss_cls: 0.8660, loss: 0.8660, grad_norm: 12.3847 2020-10-12 21:48:36,411 - mmaction - INFO - Epoch [49][260/3520] lr: 7.500e-05, eta: 1:53:11, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8574, loss: 0.8574, grad_norm: 11.8810 2020-10-12 21:48:56,830 - mmaction - INFO - Epoch [49][280/3520] lr: 7.500e-05, eta: 1:52:51, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9208, loss_cls: 0.9038, loss: 0.9038, grad_norm: 12.6773 2020-10-12 21:49:16,647 - mmaction - INFO - Epoch [49][300/3520] lr: 7.500e-05, eta: 1:52:31, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9323, loss_cls: 0.8428, loss: 0.8428, grad_norm: 12.3488 2020-10-12 21:49:36,909 - mmaction - INFO - Epoch [49][320/3520] lr: 7.500e-05, eta: 1:52:11, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9240, loss_cls: 0.8595, loss: 0.8595, grad_norm: 12.2634 2020-10-12 21:49:56,791 - mmaction - INFO - Epoch [49][340/3520] lr: 7.500e-05, eta: 1:51:51, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9354, loss_cls: 0.8543, loss: 0.8543, grad_norm: 12.6024 2020-10-12 21:50:17,388 - mmaction - INFO - Epoch [49][360/3520] lr: 7.500e-05, eta: 1:51:31, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9438, loss_cls: 0.7579, loss: 0.7579, grad_norm: 12.1576 2020-10-12 21:50:36,490 - mmaction - INFO - Epoch [49][380/3520] lr: 7.500e-05, eta: 1:51:11, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9333, loss_cls: 0.8628, loss: 0.8628, grad_norm: 12.5325 2020-10-12 21:50:58,433 - mmaction - INFO - Epoch [49][400/3520] lr: 7.500e-05, eta: 1:50:51, time: 1.094, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8723, loss: 0.8723, grad_norm: 12.8277 2020-10-12 21:51:18,479 - mmaction - INFO - Epoch [49][420/3520] lr: 7.500e-05, eta: 1:50:31, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9271, loss_cls: 0.9059, loss: 0.9059, grad_norm: 12.8489 2020-10-12 21:51:37,678 - mmaction - INFO - Epoch [49][440/3520] lr: 7.500e-05, eta: 1:50:11, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8253, loss: 0.8253, grad_norm: 11.8754 2020-10-12 21:51:58,145 - mmaction - INFO - Epoch [49][460/3520] lr: 7.500e-05, eta: 1:49:51, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9344, loss_cls: 0.8465, loss: 0.8465, grad_norm: 12.0280 2020-10-12 21:52:18,407 - mmaction - INFO - Epoch [49][480/3520] lr: 7.500e-05, eta: 1:49:31, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9052, loss_cls: 0.9378, loss: 0.9378, grad_norm: 13.0014 2020-10-12 21:52:37,788 - mmaction - INFO - Epoch [49][500/3520] lr: 7.500e-05, eta: 1:49:11, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9250, loss_cls: 0.9072, loss: 0.9072, grad_norm: 12.5055 2020-10-12 21:52:57,526 - mmaction - INFO - Epoch [49][520/3520] lr: 7.500e-05, eta: 1:48:50, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9250, loss_cls: 0.8886, loss: 0.8886, grad_norm: 12.6061 2020-10-12 21:53:17,604 - mmaction - INFO - Epoch [49][540/3520] lr: 7.500e-05, eta: 1:48:30, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9312, loss_cls: 0.8688, loss: 0.8688, grad_norm: 12.1378 2020-10-12 21:53:37,592 - mmaction - INFO - Epoch [49][560/3520] lr: 7.500e-05, eta: 1:48:10, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9292, loss_cls: 0.8721, loss: 0.8721, grad_norm: 12.5675 2020-10-12 21:53:56,976 - mmaction - INFO - Epoch [49][580/3520] lr: 7.500e-05, eta: 1:47:50, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 0.9708, loss: 0.9708, grad_norm: 12.8317 2020-10-12 21:54:16,976 - mmaction - INFO - Epoch [49][600/3520] lr: 7.500e-05, eta: 1:47:30, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9375, loss_cls: 0.8475, loss: 0.8475, grad_norm: 13.1117 2020-10-12 21:54:37,514 - mmaction - INFO - Epoch [49][620/3520] lr: 7.500e-05, eta: 1:47:10, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9219, loss_cls: 0.9023, loss: 0.9023, grad_norm: 13.5671 2020-10-12 21:54:57,993 - mmaction - INFO - Epoch [49][640/3520] lr: 7.500e-05, eta: 1:46:50, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9438, loss_cls: 0.8354, loss: 0.8354, grad_norm: 12.6746 2020-10-12 21:55:17,638 - mmaction - INFO - Epoch [49][660/3520] lr: 7.500e-05, eta: 1:46:30, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9292, loss_cls: 0.8445, loss: 0.8445, grad_norm: 12.3586 2020-10-12 21:55:38,021 - mmaction - INFO - Epoch [49][680/3520] lr: 7.500e-05, eta: 1:46:10, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9302, loss_cls: 0.8867, loss: 0.8867, grad_norm: 12.7060 2020-10-12 21:55:57,919 - mmaction - INFO - Epoch [49][700/3520] lr: 7.500e-05, eta: 1:45:50, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8309, loss: 0.8309, grad_norm: 12.2194 2020-10-12 21:56:17,628 - mmaction - INFO - Epoch [49][720/3520] lr: 7.500e-05, eta: 1:45:30, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9133, loss: 0.9133, grad_norm: 12.4473 2020-10-12 21:56:37,206 - mmaction - INFO - Epoch [49][740/3520] lr: 7.500e-05, eta: 1:45:10, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9219, loss_cls: 0.8839, loss: 0.8839, grad_norm: 12.5217 2020-10-12 21:56:56,602 - mmaction - INFO - Epoch [49][760/3520] lr: 7.500e-05, eta: 1:44:50, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.8566, loss: 0.8566, grad_norm: 12.3544 2020-10-12 21:57:16,909 - mmaction - INFO - Epoch [49][780/3520] lr: 7.500e-05, eta: 1:44:30, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9281, loss_cls: 0.9006, loss: 0.9006, grad_norm: 12.4168 2020-10-12 21:57:36,252 - mmaction - INFO - Epoch [49][800/3520] lr: 7.500e-05, eta: 1:44:10, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9014, loss: 0.9014, grad_norm: 12.8900 2020-10-12 21:57:55,926 - mmaction - INFO - Epoch [49][820/3520] lr: 7.500e-05, eta: 1:43:50, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9198, loss_cls: 0.9663, loss: 0.9663, grad_norm: 12.9486 2020-10-12 21:58:15,935 - mmaction - INFO - Epoch [49][840/3520] lr: 7.500e-05, eta: 1:43:30, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9229, loss_cls: 0.8833, loss: 0.8833, grad_norm: 12.2488 2020-10-12 21:58:35,720 - mmaction - INFO - Epoch [49][860/3520] lr: 7.500e-05, eta: 1:43:10, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8996, loss: 0.8996, grad_norm: 12.9735 2020-10-12 21:58:55,664 - mmaction - INFO - Epoch [49][880/3520] lr: 7.500e-05, eta: 1:42:50, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9354, loss_cls: 0.8256, loss: 0.8256, grad_norm: 12.1667 2020-10-12 21:59:14,789 - mmaction - INFO - Epoch [49][900/3520] lr: 7.500e-05, eta: 1:42:30, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 0.9802, loss: 0.9802, grad_norm: 13.0010 2020-10-12 21:59:35,211 - mmaction - INFO - Epoch [49][920/3520] lr: 7.500e-05, eta: 1:42:10, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9354, loss_cls: 0.7845, loss: 0.7845, grad_norm: 11.9608 2020-10-12 21:59:55,151 - mmaction - INFO - Epoch [49][940/3520] lr: 7.500e-05, eta: 1:41:50, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9375, loss_cls: 0.8261, loss: 0.8261, grad_norm: 12.2552 2020-10-12 22:00:17,736 - mmaction - INFO - Epoch [49][960/3520] lr: 7.500e-05, eta: 1:41:30, time: 1.117, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9219, loss_cls: 0.9258, loss: 0.9258, grad_norm: 12.9337 2020-10-12 22:00:37,186 - mmaction - INFO - Epoch [49][980/3520] lr: 7.500e-05, eta: 1:41:10, time: 0.987, data_time: 0.025, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9302, loss_cls: 0.8645, loss: 0.8645, grad_norm: 12.2156 2020-10-12 22:00:56,700 - mmaction - INFO - Epoch [49][1000/3520] lr: 7.500e-05, eta: 1:40:50, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9323, loss_cls: 0.8575, loss: 0.8575, grad_norm: 12.1760 2020-10-12 22:01:16,263 - mmaction - INFO - Epoch [49][1020/3520] lr: 7.500e-05, eta: 1:40:30, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9085, loss: 0.9085, grad_norm: 12.5049 2020-10-12 22:01:36,537 - mmaction - INFO - Epoch [49][1040/3520] lr: 7.500e-05, eta: 1:40:10, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9198, loss_cls: 0.9491, loss: 0.9491, grad_norm: 12.7843 2020-10-12 22:01:56,412 - mmaction - INFO - Epoch [49][1060/3520] lr: 7.500e-05, eta: 1:39:49, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9406, loss_cls: 0.8203, loss: 0.8203, grad_norm: 12.3875 2020-10-12 22:02:17,913 - mmaction - INFO - Epoch [49][1080/3520] lr: 7.500e-05, eta: 1:39:30, time: 1.076, data_time: 0.007, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8660, loss: 0.8660, grad_norm: 12.5067 2020-10-12 22:02:37,469 - mmaction - INFO - Epoch [49][1100/3520] lr: 7.500e-05, eta: 1:39:09, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9229, loss_cls: 0.9330, loss: 0.9330, grad_norm: 13.1157 2020-10-12 22:02:56,776 - mmaction - INFO - Epoch [49][1120/3520] lr: 7.500e-05, eta: 1:38:49, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.8826, loss: 0.8826, grad_norm: 12.4973 2020-10-12 22:03:16,536 - mmaction - INFO - Epoch [49][1140/3520] lr: 7.500e-05, eta: 1:38:29, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9187, loss_cls: 0.9100, loss: 0.9100, grad_norm: 12.6914 2020-10-12 22:03:37,001 - mmaction - INFO - Epoch [49][1160/3520] lr: 7.500e-05, eta: 1:38:09, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9313, loss_cls: 0.8702, loss: 0.8702, grad_norm: 12.4450 2020-10-12 22:03:57,230 - mmaction - INFO - Epoch [49][1180/3520] lr: 7.500e-05, eta: 1:37:49, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.8448, loss: 0.8448, grad_norm: 12.5687 2020-10-12 22:04:17,606 - mmaction - INFO - Epoch [49][1200/3520] lr: 7.500e-05, eta: 1:37:29, time: 1.022, data_time: 0.007, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9385, loss_cls: 0.8648, loss: 0.8648, grad_norm: 12.8074 2020-10-12 22:04:38,026 - mmaction - INFO - Epoch [49][1220/3520] lr: 7.500e-05, eta: 1:37:09, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.8578, loss: 0.8578, grad_norm: 12.6189 2020-10-12 22:04:57,355 - mmaction - INFO - Epoch [49][1240/3520] lr: 7.500e-05, eta: 1:36:49, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9260, loss_cls: 0.8756, loss: 0.8756, grad_norm: 12.7023 2020-10-12 22:05:18,092 - mmaction - INFO - Epoch [49][1260/3520] lr: 7.500e-05, eta: 1:36:29, time: 1.041, data_time: 0.008, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 0.9966, loss: 0.9966, grad_norm: 13.1404 2020-10-12 22:05:37,870 - mmaction - INFO - Epoch [49][1280/3520] lr: 7.500e-05, eta: 1:36:09, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9247, loss: 0.9247, grad_norm: 13.3887 2020-10-12 22:05:57,261 - mmaction - INFO - Epoch [49][1300/3520] lr: 7.500e-05, eta: 1:35:49, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8417, loss: 0.8417, grad_norm: 12.2294 2020-10-12 22:06:16,848 - mmaction - INFO - Epoch [49][1320/3520] lr: 7.500e-05, eta: 1:35:29, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.8964, loss: 0.8964, grad_norm: 12.9709 2020-10-12 22:06:37,120 - mmaction - INFO - Epoch [49][1340/3520] lr: 7.500e-05, eta: 1:35:09, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9365, loss_cls: 0.8392, loss: 0.8392, grad_norm: 12.4097 2020-10-12 22:06:56,860 - mmaction - INFO - Epoch [49][1360/3520] lr: 7.500e-05, eta: 1:34:49, time: 0.984, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9250, loss_cls: 0.9304, loss: 0.9304, grad_norm: 12.9209 2020-10-12 22:07:17,747 - mmaction - INFO - Epoch [49][1380/3520] lr: 7.500e-05, eta: 1:34:29, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9323, loss_cls: 0.8548, loss: 0.8548, grad_norm: 12.5135 2020-10-12 22:07:37,487 - mmaction - INFO - Epoch [49][1400/3520] lr: 7.500e-05, eta: 1:34:09, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9229, loss_cls: 0.9559, loss: 0.9559, grad_norm: 12.7320 2020-10-12 22:07:57,237 - mmaction - INFO - Epoch [49][1420/3520] lr: 7.500e-05, eta: 1:33:49, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9406, loss_cls: 0.8380, loss: 0.8380, grad_norm: 12.5751 2020-10-12 22:08:17,332 - mmaction - INFO - Epoch [49][1440/3520] lr: 7.500e-05, eta: 1:33:29, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.8222, loss: 0.8222, grad_norm: 12.0624 2020-10-12 22:08:38,620 - mmaction - INFO - Epoch [49][1460/3520] lr: 7.500e-05, eta: 1:33:09, time: 1.065, data_time: 0.004, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8368, loss: 0.8368, grad_norm: 12.6870 2020-10-12 22:08:58,504 - mmaction - INFO - Epoch [49][1480/3520] lr: 7.500e-05, eta: 1:32:49, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9208, loss_cls: 0.9196, loss: 0.9196, grad_norm: 12.7337 2020-10-12 22:09:19,788 - mmaction - INFO - Epoch [49][1500/3520] lr: 7.500e-05, eta: 1:32:29, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9292, loss_cls: 0.8870, loss: 0.8870, grad_norm: 12.2379 2020-10-12 22:09:38,977 - mmaction - INFO - Epoch [49][1520/3520] lr: 7.500e-05, eta: 1:32:09, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8941, loss: 0.8941, grad_norm: 12.7544 2020-10-12 22:09:58,550 - mmaction - INFO - Epoch [49][1540/3520] lr: 7.500e-05, eta: 1:31:49, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9271, loss_cls: 0.9194, loss: 0.9194, grad_norm: 12.9718 2020-10-12 22:10:18,336 - mmaction - INFO - Epoch [49][1560/3520] lr: 7.500e-05, eta: 1:31:29, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9191, loss: 0.9191, grad_norm: 13.0419 2020-10-12 22:10:38,292 - mmaction - INFO - Epoch [49][1580/3520] lr: 7.500e-05, eta: 1:31:09, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9417, loss_cls: 0.8114, loss: 0.8114, grad_norm: 12.2057 2020-10-12 22:10:58,394 - mmaction - INFO - Epoch [49][1600/3520] lr: 7.500e-05, eta: 1:30:49, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9312, loss_cls: 0.8325, loss: 0.8325, grad_norm: 12.5038 2020-10-12 22:11:17,594 - mmaction - INFO - Epoch [49][1620/3520] lr: 7.500e-05, eta: 1:30:29, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8272, loss: 0.8272, grad_norm: 12.4585 2020-10-12 22:11:37,392 - mmaction - INFO - Epoch [49][1640/3520] lr: 7.500e-05, eta: 1:30:09, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9302, loss_cls: 0.9073, loss: 0.9073, grad_norm: 12.9355 2020-10-12 22:11:57,052 - mmaction - INFO - Epoch [49][1660/3520] lr: 7.500e-05, eta: 1:29:48, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9323, loss_cls: 0.8740, loss: 0.8740, grad_norm: 12.9992 2020-10-12 22:12:17,257 - mmaction - INFO - Epoch [49][1680/3520] lr: 7.500e-05, eta: 1:29:28, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.8703, loss: 0.8703, grad_norm: 12.7597 2020-10-12 22:12:36,428 - mmaction - INFO - Epoch [49][1700/3520] lr: 7.500e-05, eta: 1:29:08, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9240, loss_cls: 0.9533, loss: 0.9533, grad_norm: 12.8215 2020-10-12 22:12:56,447 - mmaction - INFO - Epoch [49][1720/3520] lr: 7.500e-05, eta: 1:28:48, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.8976, loss: 0.8976, grad_norm: 12.4743 2020-10-12 22:13:16,738 - mmaction - INFO - Epoch [49][1740/3520] lr: 7.500e-05, eta: 1:28:28, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9219, loss_cls: 0.8722, loss: 0.8722, grad_norm: 12.0654 2020-10-12 22:13:36,206 - mmaction - INFO - Epoch [49][1760/3520] lr: 7.500e-05, eta: 1:28:08, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.8620, loss: 0.8620, grad_norm: 12.5664 2020-10-12 22:13:56,065 - mmaction - INFO - Epoch [49][1780/3520] lr: 7.500e-05, eta: 1:27:48, time: 0.993, data_time: 0.010, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8383, loss: 0.8383, grad_norm: 12.0206 2020-10-12 22:14:15,806 - mmaction - INFO - Epoch [49][1800/3520] lr: 7.500e-05, eta: 1:27:28, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9281, loss_cls: 0.8710, loss: 0.8710, grad_norm: 11.9804 2020-10-12 22:14:35,533 - mmaction - INFO - Epoch [49][1820/3520] lr: 7.500e-05, eta: 1:27:08, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9354, loss_cls: 0.8540, loss: 0.8540, grad_norm: 12.8834 2020-10-12 22:14:55,283 - mmaction - INFO - Epoch [49][1840/3520] lr: 7.500e-05, eta: 1:26:48, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9631, loss: 0.9631, grad_norm: 12.9700 2020-10-12 22:15:15,078 - mmaction - INFO - Epoch [49][1860/3520] lr: 7.500e-05, eta: 1:26:28, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9542, loss_cls: 0.7625, loss: 0.7625, grad_norm: 12.0867 2020-10-12 22:15:36,039 - mmaction - INFO - Epoch [49][1880/3520] lr: 7.500e-05, eta: 1:26:08, time: 1.049, data_time: 0.003, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9156, loss_cls: 0.9369, loss: 0.9369, grad_norm: 13.2997 2020-10-12 22:15:55,864 - mmaction - INFO - Epoch [49][1900/3520] lr: 7.500e-05, eta: 1:25:48, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8042, loss: 0.8042, grad_norm: 12.1052 2020-10-12 22:16:15,119 - mmaction - INFO - Epoch [49][1920/3520] lr: 7.500e-05, eta: 1:25:28, time: 0.964, data_time: 0.009, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9313, loss_cls: 0.8722, loss: 0.8722, grad_norm: 12.8069 2020-10-12 22:16:34,975 - mmaction - INFO - Epoch [49][1940/3520] lr: 7.500e-05, eta: 1:25:08, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8763, loss: 0.8763, grad_norm: 12.2303 2020-10-12 22:16:55,879 - mmaction - INFO - Epoch [49][1960/3520] lr: 7.500e-05, eta: 1:24:48, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9146, loss_cls: 0.9907, loss: 0.9907, grad_norm: 13.3190 2020-10-12 22:17:16,119 - mmaction - INFO - Epoch [49][1980/3520] lr: 7.500e-05, eta: 1:24:28, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9375, loss_cls: 0.8137, loss: 0.8137, grad_norm: 12.1313 2020-10-12 22:17:35,605 - mmaction - INFO - Epoch [49][2000/3520] lr: 7.500e-05, eta: 1:24:08, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9292, loss_cls: 0.8854, loss: 0.8854, grad_norm: 13.1049 2020-10-12 22:17:55,862 - mmaction - INFO - Epoch [49][2020/3520] lr: 7.500e-05, eta: 1:23:48, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9344, loss_cls: 0.8245, loss: 0.8245, grad_norm: 12.3182 2020-10-12 22:18:15,770 - mmaction - INFO - Epoch [49][2040/3520] lr: 7.500e-05, eta: 1:23:28, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9365, loss_cls: 0.8053, loss: 0.8053, grad_norm: 12.0788 2020-10-12 22:18:35,943 - mmaction - INFO - Epoch [49][2060/3520] lr: 7.500e-05, eta: 1:23:08, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9417, loss_cls: 0.8650, loss: 0.8650, grad_norm: 12.4020 2020-10-12 22:18:55,490 - mmaction - INFO - Epoch [49][2080/3520] lr: 7.500e-05, eta: 1:22:48, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8340, loss: 0.8340, grad_norm: 12.3215 2020-10-12 22:19:16,354 - mmaction - INFO - Epoch [49][2100/3520] lr: 7.500e-05, eta: 1:22:28, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9385, loss_cls: 0.7982, loss: 0.7982, grad_norm: 11.8854 2020-10-12 22:19:37,373 - mmaction - INFO - Epoch [49][2120/3520] lr: 7.500e-05, eta: 1:22:08, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.8617, loss: 0.8617, grad_norm: 12.2129 2020-10-12 22:19:57,422 - mmaction - INFO - Epoch [49][2140/3520] lr: 7.500e-05, eta: 1:21:48, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.8848, loss: 0.8848, grad_norm: 12.8735 2020-10-12 22:20:18,140 - mmaction - INFO - Epoch [49][2160/3520] lr: 7.500e-05, eta: 1:21:28, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9313, loss_cls: 0.8716, loss: 0.8716, grad_norm: 12.5319 2020-10-12 22:20:38,496 - mmaction - INFO - Epoch [49][2180/3520] lr: 7.500e-05, eta: 1:21:08, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9083, loss: 0.9083, grad_norm: 12.7874 2020-10-12 22:20:59,145 - mmaction - INFO - Epoch [49][2200/3520] lr: 7.500e-05, eta: 1:20:48, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8328, loss: 0.8328, grad_norm: 12.1688 2020-10-12 22:21:18,948 - mmaction - INFO - Epoch [49][2220/3520] lr: 7.500e-05, eta: 1:20:28, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.8929, loss: 0.8929, grad_norm: 12.4537 2020-10-12 22:21:39,098 - mmaction - INFO - Epoch [49][2240/3520] lr: 7.500e-05, eta: 1:20:08, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8672, loss: 0.8672, grad_norm: 12.2291 2020-10-12 22:21:59,195 - mmaction - INFO - Epoch [49][2260/3520] lr: 7.500e-05, eta: 1:19:48, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9392, loss: 0.9392, grad_norm: 12.9170 2020-10-12 22:22:20,410 - mmaction - INFO - Epoch [49][2280/3520] lr: 7.500e-05, eta: 1:19:28, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8617, loss: 0.8617, grad_norm: 12.4884 2020-10-12 22:22:39,682 - mmaction - INFO - Epoch [49][2300/3520] lr: 7.500e-05, eta: 1:19:07, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9188, loss_cls: 0.9330, loss: 0.9330, grad_norm: 13.5227 2020-10-12 22:22:59,895 - mmaction - INFO - Epoch [49][2320/3520] lr: 7.500e-05, eta: 1:18:47, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8566, loss: 0.8566, grad_norm: 12.3851 2020-10-12 22:23:20,227 - mmaction - INFO - Epoch [49][2340/3520] lr: 7.500e-05, eta: 1:18:27, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9167, loss_cls: 0.9820, loss: 0.9820, grad_norm: 13.6455 2020-10-12 22:23:39,513 - mmaction - INFO - Epoch [49][2360/3520] lr: 7.500e-05, eta: 1:18:07, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9091, loss: 0.9091, grad_norm: 12.8677 2020-10-12 22:24:00,137 - mmaction - INFO - Epoch [49][2380/3520] lr: 7.500e-05, eta: 1:17:47, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8585, loss: 0.8585, grad_norm: 12.6995 2020-10-12 22:24:19,597 - mmaction - INFO - Epoch [49][2400/3520] lr: 7.500e-05, eta: 1:17:27, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9250, loss_cls: 0.8701, loss: 0.8701, grad_norm: 12.5792 2020-10-12 22:24:39,654 - mmaction - INFO - Epoch [49][2420/3520] lr: 7.500e-05, eta: 1:17:07, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9271, loss_cls: 0.8498, loss: 0.8498, grad_norm: 12.1165 2020-10-12 22:24:59,859 - mmaction - INFO - Epoch [49][2440/3520] lr: 7.500e-05, eta: 1:16:47, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9260, loss_cls: 0.8929, loss: 0.8929, grad_norm: 13.5498 2020-10-12 22:25:19,287 - mmaction - INFO - Epoch [49][2460/3520] lr: 7.500e-05, eta: 1:16:27, time: 0.973, data_time: 0.008, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9250, loss_cls: 0.8891, loss: 0.8891, grad_norm: 12.5859 2020-10-12 22:25:39,678 - mmaction - INFO - Epoch [49][2480/3520] lr: 7.500e-05, eta: 1:16:07, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9250, loss_cls: 0.9096, loss: 0.9096, grad_norm: 12.7017 2020-10-12 22:25:59,297 - mmaction - INFO - Epoch [49][2500/3520] lr: 7.500e-05, eta: 1:15:47, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9219, loss_cls: 0.8750, loss: 0.8750, grad_norm: 12.6318 2020-10-12 22:26:18,913 - mmaction - INFO - Epoch [49][2520/3520] lr: 7.500e-05, eta: 1:15:27, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9302, loss_cls: 0.9050, loss: 0.9050, grad_norm: 12.6094 2020-10-12 22:26:39,489 - mmaction - INFO - Epoch [49][2540/3520] lr: 7.500e-05, eta: 1:15:07, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9323, loss_cls: 0.8885, loss: 0.8885, grad_norm: 13.2712 2020-10-12 22:27:00,079 - mmaction - INFO - Epoch [49][2560/3520] lr: 7.500e-05, eta: 1:14:47, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9375, loss_cls: 0.8487, loss: 0.8487, grad_norm: 12.6050 2020-10-12 22:27:19,216 - mmaction - INFO - Epoch [49][2580/3520] lr: 7.500e-05, eta: 1:14:27, time: 0.960, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9302, loss_cls: 0.9054, loss: 0.9054, grad_norm: 12.6646 2020-10-12 22:27:39,497 - mmaction - INFO - Epoch [49][2600/3520] lr: 7.500e-05, eta: 1:14:07, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.8214, loss: 0.8214, grad_norm: 11.9614 2020-10-12 22:27:59,818 - mmaction - INFO - Epoch [49][2620/3520] lr: 7.500e-05, eta: 1:13:47, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9313, loss_cls: 0.8182, loss: 0.8182, grad_norm: 12.0335 2020-10-12 22:28:19,195 - mmaction - INFO - Epoch [49][2640/3520] lr: 7.500e-05, eta: 1:13:27, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9271, loss_cls: 0.8542, loss: 0.8542, grad_norm: 12.4043 2020-10-12 22:28:39,761 - mmaction - INFO - Epoch [49][2660/3520] lr: 7.500e-05, eta: 1:13:07, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9206, loss: 0.9206, grad_norm: 12.8845 2020-10-12 22:29:00,122 - mmaction - INFO - Epoch [49][2680/3520] lr: 7.500e-05, eta: 1:12:47, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8909, loss: 0.8909, grad_norm: 12.5522 2020-10-12 22:29:19,086 - mmaction - INFO - Epoch [49][2700/3520] lr: 7.500e-05, eta: 1:12:27, time: 0.950, data_time: 0.007, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9229, loss_cls: 0.8501, loss: 0.8501, grad_norm: 12.1256 2020-10-12 22:29:38,830 - mmaction - INFO - Epoch [49][2720/3520] lr: 7.500e-05, eta: 1:12:07, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9302, loss_cls: 0.8343, loss: 0.8343, grad_norm: 12.0808 2020-10-12 22:29:59,181 - mmaction - INFO - Epoch [49][2740/3520] lr: 7.500e-05, eta: 1:11:47, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9292, loss_cls: 0.8753, loss: 0.8753, grad_norm: 12.4947 2020-10-12 22:30:19,413 - mmaction - INFO - Epoch [49][2760/3520] lr: 7.500e-05, eta: 1:11:27, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9292, loss_cls: 0.8250, loss: 0.8250, grad_norm: 12.0814 2020-10-12 22:30:40,623 - mmaction - INFO - Epoch [49][2780/3520] lr: 7.500e-05, eta: 1:11:07, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9354, loss_cls: 0.8369, loss: 0.8369, grad_norm: 12.3815 2020-10-12 22:31:00,192 - mmaction - INFO - Epoch [49][2800/3520] lr: 7.500e-05, eta: 1:10:47, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9208, loss_cls: 0.9149, loss: 0.9149, grad_norm: 12.5004 2020-10-12 22:31:21,325 - mmaction - INFO - Epoch [49][2820/3520] lr: 7.500e-05, eta: 1:10:27, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9396, loss_cls: 0.8607, loss: 0.8607, grad_norm: 12.4699 2020-10-12 22:31:41,951 - mmaction - INFO - Epoch [49][2840/3520] lr: 7.500e-05, eta: 1:10:07, time: 1.032, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9302, loss_cls: 0.8320, loss: 0.8320, grad_norm: 12.1801 2020-10-12 22:32:01,865 - mmaction - INFO - Epoch [49][2860/3520] lr: 7.500e-05, eta: 1:09:47, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9167, loss_cls: 0.9091, loss: 0.9091, grad_norm: 12.8826 2020-10-12 22:32:21,702 - mmaction - INFO - Epoch [49][2880/3520] lr: 7.500e-05, eta: 1:09:27, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9313, loss_cls: 0.8606, loss: 0.8606, grad_norm: 12.5040 2020-10-12 22:32:42,458 - mmaction - INFO - Epoch [49][2900/3520] lr: 7.500e-05, eta: 1:09:06, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9250, loss_cls: 0.8693, loss: 0.8693, grad_norm: 12.4549 2020-10-12 22:33:01,862 - mmaction - INFO - Epoch [49][2920/3520] lr: 7.500e-05, eta: 1:08:46, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9229, loss_cls: 0.8837, loss: 0.8837, grad_norm: 13.1519 2020-10-12 22:33:22,084 - mmaction - INFO - Epoch [49][2940/3520] lr: 7.500e-05, eta: 1:08:26, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 0.9456, loss: 0.9456, grad_norm: 13.3043 2020-10-12 22:33:41,901 - mmaction - INFO - Epoch [49][2960/3520] lr: 7.500e-05, eta: 1:08:06, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9312, loss_cls: 0.8844, loss: 0.8844, grad_norm: 12.3983 2020-10-12 22:34:02,705 - mmaction - INFO - Epoch [49][2980/3520] lr: 7.500e-05, eta: 1:07:46, time: 1.039, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.8883, loss: 0.8883, grad_norm: 12.4120 2020-10-12 22:34:24,396 - mmaction - INFO - Epoch [49][3000/3520] lr: 7.500e-05, eta: 1:07:26, time: 1.086, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9250, loss_cls: 0.8889, loss: 0.8889, grad_norm: 12.9219 2020-10-12 22:34:44,949 - mmaction - INFO - Epoch [49][3020/3520] lr: 7.500e-05, eta: 1:07:06, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9427, loss_cls: 0.7466, loss: 0.7466, grad_norm: 11.5118 2020-10-12 22:35:04,985 - mmaction - INFO - Epoch [49][3040/3520] lr: 7.500e-05, eta: 1:06:46, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.8174, loss: 0.8174, grad_norm: 12.2417 2020-10-12 22:35:24,018 - mmaction - INFO - Epoch [49][3060/3520] lr: 7.500e-05, eta: 1:06:26, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9313, loss_cls: 0.9310, loss: 0.9310, grad_norm: 13.6313 2020-10-12 22:35:43,487 - mmaction - INFO - Epoch [49][3080/3520] lr: 7.500e-05, eta: 1:06:06, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9323, loss_cls: 0.8761, loss: 0.8761, grad_norm: 12.8710 2020-10-12 22:36:03,530 - mmaction - INFO - Epoch [49][3100/3520] lr: 7.500e-05, eta: 1:05:46, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9375, loss_cls: 0.8893, loss: 0.8893, grad_norm: 12.8960 2020-10-12 22:36:23,144 - mmaction - INFO - Epoch [49][3120/3520] lr: 7.500e-05, eta: 1:05:26, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9344, loss_cls: 0.8446, loss: 0.8446, grad_norm: 12.2637 2020-10-12 22:36:42,441 - mmaction - INFO - Epoch [49][3140/3520] lr: 7.500e-05, eta: 1:05:06, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9312, loss_cls: 0.8674, loss: 0.8674, grad_norm: 12.4592 2020-10-12 22:37:01,883 - mmaction - INFO - Epoch [49][3160/3520] lr: 7.500e-05, eta: 1:04:46, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9396, loss_cls: 0.8066, loss: 0.8066, grad_norm: 12.1375 2020-10-12 22:37:22,055 - mmaction - INFO - Epoch [49][3180/3520] lr: 7.500e-05, eta: 1:04:26, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9104, loss_cls: 0.9087, loss: 0.9087, grad_norm: 12.6964 2020-10-12 22:37:41,203 - mmaction - INFO - Epoch [49][3200/3520] lr: 7.500e-05, eta: 1:04:06, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9292, loss_cls: 0.9186, loss: 0.9186, grad_norm: 13.1350 2020-10-12 22:38:01,420 - mmaction - INFO - Epoch [49][3220/3520] lr: 7.500e-05, eta: 1:03:46, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9240, loss_cls: 0.9342, loss: 0.9342, grad_norm: 12.9668 2020-10-12 22:38:20,556 - mmaction - INFO - Epoch [49][3240/3520] lr: 7.500e-05, eta: 1:03:26, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9054, loss: 0.9054, grad_norm: 13.0462 2020-10-12 22:38:40,036 - mmaction - INFO - Epoch [49][3260/3520] lr: 7.500e-05, eta: 1:03:06, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9208, loss_cls: 0.8851, loss: 0.8851, grad_norm: 12.8626 2020-10-12 22:38:59,614 - mmaction - INFO - Epoch [49][3280/3520] lr: 7.500e-05, eta: 1:02:46, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9250, loss_cls: 0.8923, loss: 0.8923, grad_norm: 12.5933 2020-10-12 22:39:19,197 - mmaction - INFO - Epoch [49][3300/3520] lr: 7.500e-05, eta: 1:02:26, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9323, loss_cls: 0.8944, loss: 0.8944, grad_norm: 12.8395 2020-10-12 22:39:39,652 - mmaction - INFO - Epoch [49][3320/3520] lr: 7.500e-05, eta: 1:02:06, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9271, loss_cls: 0.8937, loss: 0.8937, grad_norm: 13.3750 2020-10-12 22:39:59,178 - mmaction - INFO - Epoch [49][3340/3520] lr: 7.500e-05, eta: 1:01:46, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9219, loss_cls: 0.8971, loss: 0.8971, grad_norm: 12.8645 2020-10-12 22:40:19,676 - mmaction - INFO - Epoch [49][3360/3520] lr: 7.500e-05, eta: 1:01:26, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9313, loss_cls: 0.8176, loss: 0.8176, grad_norm: 12.2397 2020-10-12 22:40:39,077 - mmaction - INFO - Epoch [49][3380/3520] lr: 7.500e-05, eta: 1:01:06, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9281, loss_cls: 0.9252, loss: 0.9252, grad_norm: 13.5289 2020-10-12 22:40:58,755 - mmaction - INFO - Epoch [49][3400/3520] lr: 7.500e-05, eta: 1:00:46, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9365, loss_cls: 0.8192, loss: 0.8192, grad_norm: 12.3442 2020-10-12 22:41:18,541 - mmaction - INFO - Epoch [49][3420/3520] lr: 7.500e-05, eta: 1:00:26, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9208, loss_cls: 0.9292, loss: 0.9292, grad_norm: 12.6816 2020-10-12 22:41:38,143 - mmaction - INFO - Epoch [49][3440/3520] lr: 7.500e-05, eta: 1:00:05, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9208, loss_cls: 0.8785, loss: 0.8785, grad_norm: 12.6166 2020-10-12 22:41:57,285 - mmaction - INFO - Epoch [49][3460/3520] lr: 7.500e-05, eta: 0:59:45, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.8676, loss: 0.8676, grad_norm: 12.4659 2020-10-12 22:42:17,833 - mmaction - INFO - Epoch [49][3480/3520] lr: 7.500e-05, eta: 0:59:25, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9250, loss_cls: 0.9469, loss: 0.9469, grad_norm: 12.9432 2020-10-12 22:42:36,818 - mmaction - INFO - Epoch [49][3500/3520] lr: 7.500e-05, eta: 0:59:05, time: 0.955, data_time: 0.008, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9396, loss_cls: 0.7925, loss: 0.7925, grad_norm: 11.9460 2020-10-12 22:42:55,618 - mmaction - INFO - Epoch [49][3520/3520] lr: 7.500e-05, eta: 0:58:45, time: 0.938, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9337, loss_cls: 0.8739, loss: 0.8739, grad_norm: 13.0223 2020-10-12 22:42:56,066 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-10-12 22:43:29,679 - mmaction - INFO - Epoch [50][20/3520] lr: 7.500e-05, eta: 0:58:26, time: 1.647, data_time: 0.735, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8837, loss: 0.8837, grad_norm: 12.2746 2020-10-12 22:43:49,694 - mmaction - INFO - Epoch [50][40/3520] lr: 7.500e-05, eta: 0:58:05, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9375, loss_cls: 0.8250, loss: 0.8250, grad_norm: 12.4397 2020-10-12 22:44:08,457 - mmaction - INFO - Epoch [50][60/3520] lr: 7.500e-05, eta: 0:57:45, time: 0.938, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9385, loss_cls: 0.8446, loss: 0.8446, grad_norm: 12.6368 2020-10-12 22:44:28,529 - mmaction - INFO - Epoch [50][80/3520] lr: 7.500e-05, eta: 0:57:25, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9323, loss_cls: 0.8638, loss: 0.8638, grad_norm: 12.8865 2020-10-12 22:44:47,391 - mmaction - INFO - Epoch [50][100/3520] lr: 7.500e-05, eta: 0:57:05, time: 0.944, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9219, loss_cls: 0.9087, loss: 0.9087, grad_norm: 12.6845 2020-10-12 22:45:07,136 - mmaction - INFO - Epoch [50][120/3520] lr: 7.500e-05, eta: 0:56:45, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9271, loss_cls: 0.8830, loss: 0.8830, grad_norm: 12.3648 2020-10-12 22:45:26,808 - mmaction - INFO - Epoch [50][140/3520] lr: 7.500e-05, eta: 0:56:25, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9095, loss: 0.9095, grad_norm: 12.6799 2020-10-12 22:45:48,252 - mmaction - INFO - Epoch [50][160/3520] lr: 7.500e-05, eta: 0:56:05, time: 1.072, data_time: 0.004, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9198, loss_cls: 0.9184, loss: 0.9184, grad_norm: 12.7170 2020-10-12 22:46:07,549 - mmaction - INFO - Epoch [50][180/3520] lr: 7.500e-05, eta: 0:55:45, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9396, loss_cls: 0.8369, loss: 0.8369, grad_norm: 13.0447 2020-10-12 22:46:27,679 - mmaction - INFO - Epoch [50][200/3520] lr: 7.500e-05, eta: 0:55:25, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.8000, loss: 0.8000, grad_norm: 12.6892 2020-10-12 22:46:47,233 - mmaction - INFO - Epoch [50][220/3520] lr: 7.500e-05, eta: 0:55:05, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9208, loss_cls: 0.8783, loss: 0.8783, grad_norm: 12.7821 2020-10-12 22:47:07,399 - mmaction - INFO - Epoch [50][240/3520] lr: 7.500e-05, eta: 0:54:45, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8807, loss: 0.8807, grad_norm: 12.6119 2020-10-12 22:47:28,344 - mmaction - INFO - Epoch [50][260/3520] lr: 7.500e-05, eta: 0:54:25, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.8915, loss: 0.8915, grad_norm: 12.6500 2020-10-12 22:47:47,513 - mmaction - INFO - Epoch [50][280/3520] lr: 7.500e-05, eta: 0:54:05, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.8692, loss: 0.8692, grad_norm: 13.5676 2020-10-12 22:48:07,425 - mmaction - INFO - Epoch [50][300/3520] lr: 7.500e-05, eta: 0:53:45, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8905, loss: 0.8905, grad_norm: 12.7389 2020-10-12 22:48:27,215 - mmaction - INFO - Epoch [50][320/3520] lr: 7.500e-05, eta: 0:53:25, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.9244, loss: 0.9244, grad_norm: 13.2163 2020-10-12 22:48:47,668 - mmaction - INFO - Epoch [50][340/3520] lr: 7.500e-05, eta: 0:53:05, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9396, loss_cls: 0.8649, loss: 0.8649, grad_norm: 13.0964 2020-10-12 22:49:07,300 - mmaction - INFO - Epoch [50][360/3520] lr: 7.500e-05, eta: 0:52:45, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9375, loss_cls: 0.8180, loss: 0.8180, grad_norm: 12.6465 2020-10-12 22:49:26,589 - mmaction - INFO - Epoch [50][380/3520] lr: 7.500e-05, eta: 0:52:25, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9313, loss_cls: 0.8385, loss: 0.8385, grad_norm: 12.4001 2020-10-12 22:49:45,791 - mmaction - INFO - Epoch [50][400/3520] lr: 7.500e-05, eta: 0:52:05, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9302, loss_cls: 0.8517, loss: 0.8517, grad_norm: 12.5712 2020-10-12 22:50:05,250 - mmaction - INFO - Epoch [50][420/3520] lr: 7.500e-05, eta: 0:51:45, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9417, loss_cls: 0.8032, loss: 0.8032, grad_norm: 12.3890 2020-10-12 22:50:25,766 - mmaction - INFO - Epoch [50][440/3520] lr: 7.500e-05, eta: 0:51:25, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9270, loss: 0.9270, grad_norm: 12.7738 2020-10-12 22:50:46,165 - mmaction - INFO - Epoch [50][460/3520] lr: 7.500e-05, eta: 0:51:05, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9302, loss_cls: 0.8367, loss: 0.8367, grad_norm: 12.2827 2020-10-12 22:51:07,301 - mmaction - INFO - Epoch [50][480/3520] lr: 7.500e-05, eta: 0:50:45, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9021, loss_cls: 0.9721, loss: 0.9721, grad_norm: 12.3407 2020-10-12 22:51:27,205 - mmaction - INFO - Epoch [50][500/3520] lr: 7.500e-05, eta: 0:50:25, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9313, loss_cls: 0.8486, loss: 0.8486, grad_norm: 12.4413 2020-10-12 22:51:46,847 - mmaction - INFO - Epoch [50][520/3520] lr: 7.500e-05, eta: 0:50:05, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9271, loss_cls: 0.8699, loss: 0.8699, grad_norm: 12.9007 2020-10-12 22:52:06,500 - mmaction - INFO - Epoch [50][540/3520] lr: 7.500e-05, eta: 0:49:45, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9240, loss_cls: 0.9014, loss: 0.9014, grad_norm: 13.3768 2020-10-12 22:52:27,458 - mmaction - INFO - Epoch [50][560/3520] lr: 7.500e-05, eta: 0:49:25, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.8685, loss: 0.8685, grad_norm: 12.7012 2020-10-12 22:52:46,442 - mmaction - INFO - Epoch [50][580/3520] lr: 7.500e-05, eta: 0:49:04, time: 0.951, data_time: 0.004, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9198, loss_cls: 0.9145, loss: 0.9145, grad_norm: 12.7256 2020-10-12 22:53:06,007 - mmaction - INFO - Epoch [50][600/3520] lr: 7.500e-05, eta: 0:48:44, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9479, loss_cls: 0.7973, loss: 0.7973, grad_norm: 12.4446 2020-10-12 22:53:25,444 - mmaction - INFO - Epoch [50][620/3520] lr: 7.500e-05, eta: 0:48:24, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9458, loss_cls: 0.8195, loss: 0.8195, grad_norm: 12.7982 2020-10-12 22:53:45,278 - mmaction - INFO - Epoch [50][640/3520] lr: 7.500e-05, eta: 0:48:04, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9575, loss: 0.9575, grad_norm: 12.7414 2020-10-12 22:54:04,902 - mmaction - INFO - Epoch [50][660/3520] lr: 7.500e-05, eta: 0:47:44, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.8787, loss: 0.8787, grad_norm: 12.5407 2020-10-12 22:54:24,780 - mmaction - INFO - Epoch [50][680/3520] lr: 7.500e-05, eta: 0:47:24, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8527, loss: 0.8527, grad_norm: 12.7777 2020-10-12 22:54:44,424 - mmaction - INFO - Epoch [50][700/3520] lr: 7.500e-05, eta: 0:47:04, time: 0.983, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9344, loss_cls: 0.8709, loss: 0.8709, grad_norm: 12.8763 2020-10-12 22:55:04,354 - mmaction - INFO - Epoch [50][720/3520] lr: 7.500e-05, eta: 0:46:44, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9229, loss_cls: 0.8889, loss: 0.8889, grad_norm: 12.9245 2020-10-12 22:55:25,056 - mmaction - INFO - Epoch [50][740/3520] lr: 7.500e-05, eta: 0:46:24, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9406, loss_cls: 0.8728, loss: 0.8728, grad_norm: 12.8483 2020-10-12 22:55:44,515 - mmaction - INFO - Epoch [50][760/3520] lr: 7.500e-05, eta: 0:46:04, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9417, loss_cls: 0.7916, loss: 0.7916, grad_norm: 12.0542 2020-10-12 22:56:04,476 - mmaction - INFO - Epoch [50][780/3520] lr: 7.500e-05, eta: 0:45:44, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9302, loss_cls: 0.8633, loss: 0.8633, grad_norm: 12.8253 2020-10-12 22:56:23,711 - mmaction - INFO - Epoch [50][800/3520] lr: 7.500e-05, eta: 0:45:24, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9229, loss_cls: 0.9255, loss: 0.9255, grad_norm: 12.9749 2020-10-12 22:56:43,730 - mmaction - INFO - Epoch [50][820/3520] lr: 7.500e-05, eta: 0:45:04, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9156, loss_cls: 0.9675, loss: 0.9675, grad_norm: 12.4919 2020-10-12 22:57:03,096 - mmaction - INFO - Epoch [50][840/3520] lr: 7.500e-05, eta: 0:44:44, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9292, loss_cls: 0.8841, loss: 0.8841, grad_norm: 13.1681 2020-10-12 22:57:22,906 - mmaction - INFO - Epoch [50][860/3520] lr: 7.500e-05, eta: 0:44:24, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9427, loss_cls: 0.8128, loss: 0.8128, grad_norm: 12.4849 2020-10-12 22:57:43,085 - mmaction - INFO - Epoch [50][880/3520] lr: 7.500e-05, eta: 0:44:04, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9250, loss_cls: 0.8576, loss: 0.8576, grad_norm: 12.7203 2020-10-12 22:58:02,280 - mmaction - INFO - Epoch [50][900/3520] lr: 7.500e-05, eta: 0:43:44, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9048, loss: 0.9048, grad_norm: 12.8028 2020-10-12 22:58:22,151 - mmaction - INFO - Epoch [50][920/3520] lr: 7.500e-05, eta: 0:43:24, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9229, loss_cls: 0.9436, loss: 0.9436, grad_norm: 12.9977 2020-10-12 22:58:41,339 - mmaction - INFO - Epoch [50][940/3520] lr: 7.500e-05, eta: 0:43:04, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9302, loss_cls: 0.8974, loss: 0.8974, grad_norm: 12.9810 2020-10-12 22:59:01,671 - mmaction - INFO - Epoch [50][960/3520] lr: 7.500e-05, eta: 0:42:44, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8255, loss: 0.8255, grad_norm: 11.9410 2020-10-12 22:59:21,286 - mmaction - INFO - Epoch [50][980/3520] lr: 7.500e-05, eta: 0:42:24, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9312, loss_cls: 0.8514, loss: 0.8514, grad_norm: 12.3930 2020-10-12 22:59:40,955 - mmaction - INFO - Epoch [50][1000/3520] lr: 7.500e-05, eta: 0:42:04, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9208, loss_cls: 0.9339, loss: 0.9339, grad_norm: 13.1928 2020-10-12 23:00:01,053 - mmaction - INFO - Epoch [50][1020/3520] lr: 7.500e-05, eta: 0:41:44, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9229, loss_cls: 0.9002, loss: 0.9002, grad_norm: 12.3912 2020-10-12 23:00:23,166 - mmaction - INFO - Epoch [50][1040/3520] lr: 7.500e-05, eta: 0:41:24, time: 1.088, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9250, loss_cls: 0.9664, loss: 0.9664, grad_norm: 13.7003 2020-10-12 23:00:43,148 - mmaction - INFO - Epoch [50][1060/3520] lr: 7.500e-05, eta: 0:41:04, time: 1.017, data_time: 0.040, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9469, loss_cls: 0.7799, loss: 0.7799, grad_norm: 11.9535 2020-10-12 23:01:02,301 - mmaction - INFO - Epoch [50][1080/3520] lr: 7.500e-05, eta: 0:40:44, time: 0.956, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9344, loss_cls: 0.7829, loss: 0.7829, grad_norm: 11.7333 2020-10-12 23:01:21,983 - mmaction - INFO - Epoch [50][1100/3520] lr: 7.500e-05, eta: 0:40:24, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9208, loss_cls: 0.9732, loss: 0.9732, grad_norm: 13.2269 2020-10-12 23:01:41,594 - mmaction - INFO - Epoch [50][1120/3520] lr: 7.500e-05, eta: 0:40:03, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9240, loss_cls: 0.9419, loss: 0.9419, grad_norm: 13.2682 2020-10-12 23:02:01,282 - mmaction - INFO - Epoch [50][1140/3520] lr: 7.500e-05, eta: 0:39:43, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9240, loss_cls: 0.9194, loss: 0.9194, grad_norm: 12.4327 2020-10-12 23:02:20,790 - mmaction - INFO - Epoch [50][1160/3520] lr: 7.500e-05, eta: 0:39:23, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9229, loss_cls: 0.9623, loss: 0.9623, grad_norm: 13.2857 2020-10-12 23:02:39,998 - mmaction - INFO - Epoch [50][1180/3520] lr: 7.500e-05, eta: 0:39:03, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9156, loss_cls: 0.9424, loss: 0.9424, grad_norm: 12.9958 2020-10-12 23:02:59,872 - mmaction - INFO - Epoch [50][1200/3520] lr: 7.500e-05, eta: 0:38:43, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9427, loss_cls: 0.8530, loss: 0.8530, grad_norm: 12.7274 2020-10-12 23:03:19,502 - mmaction - INFO - Epoch [50][1220/3520] lr: 7.500e-05, eta: 0:38:23, time: 0.983, data_time: 0.008, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9094, loss_cls: 0.9494, loss: 0.9494, grad_norm: 13.7857 2020-10-12 23:03:39,899 - mmaction - INFO - Epoch [50][1240/3520] lr: 7.500e-05, eta: 0:38:03, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9448, loss_cls: 0.7980, loss: 0.7980, grad_norm: 12.4335 2020-10-12 23:04:00,906 - mmaction - INFO - Epoch [50][1260/3520] lr: 7.500e-05, eta: 0:37:43, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.8746, loss: 0.8746, grad_norm: 12.8422 2020-10-12 23:04:21,602 - mmaction - INFO - Epoch [50][1280/3520] lr: 7.500e-05, eta: 0:37:23, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9396, loss_cls: 0.8765, loss: 0.8765, grad_norm: 12.7217 2020-10-12 23:04:40,329 - mmaction - INFO - Epoch [50][1300/3520] lr: 7.500e-05, eta: 0:37:03, time: 0.936, data_time: 0.002, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8533, loss: 0.8533, grad_norm: 12.6461 2020-10-12 23:05:00,838 - mmaction - INFO - Epoch [50][1320/3520] lr: 7.500e-05, eta: 0:36:43, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9281, loss_cls: 0.8459, loss: 0.8459, grad_norm: 12.9192 2020-10-12 23:05:20,181 - mmaction - INFO - Epoch [50][1340/3520] lr: 7.500e-05, eta: 0:36:23, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9281, loss_cls: 0.9006, loss: 0.9006, grad_norm: 12.8915 2020-10-12 23:05:39,246 - mmaction - INFO - Epoch [50][1360/3520] lr: 7.500e-05, eta: 0:36:03, time: 0.952, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9312, loss_cls: 0.8846, loss: 0.8846, grad_norm: 13.0738 2020-10-12 23:05:59,380 - mmaction - INFO - Epoch [50][1380/3520] lr: 7.500e-05, eta: 0:35:43, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.8907, loss: 0.8907, grad_norm: 13.3552 2020-10-12 23:06:19,050 - mmaction - INFO - Epoch [50][1400/3520] lr: 7.500e-05, eta: 0:35:23, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 0.9498, loss: 0.9498, grad_norm: 13.1813 2020-10-12 23:06:39,194 - mmaction - INFO - Epoch [50][1420/3520] lr: 7.500e-05, eta: 0:35:03, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8665, loss: 0.8665, grad_norm: 12.7130 2020-10-12 23:06:58,244 - mmaction - INFO - Epoch [50][1440/3520] lr: 7.500e-05, eta: 0:34:43, time: 0.952, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9115, loss_cls: 0.9620, loss: 0.9620, grad_norm: 12.6984 2020-10-12 23:07:17,868 - mmaction - INFO - Epoch [50][1460/3520] lr: 7.500e-05, eta: 0:34:23, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8809, loss: 0.8809, grad_norm: 12.8906 2020-10-12 23:07:37,077 - mmaction - INFO - Epoch [50][1480/3520] lr: 7.500e-05, eta: 0:34:03, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9167, loss_cls: 0.8780, loss: 0.8780, grad_norm: 12.4767 2020-10-12 23:07:57,322 - mmaction - INFO - Epoch [50][1500/3520] lr: 7.500e-05, eta: 0:33:43, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8686, loss: 0.8686, grad_norm: 12.7482 2020-10-12 23:08:16,138 - mmaction - INFO - Epoch [50][1520/3520] lr: 7.500e-05, eta: 0:33:23, time: 0.943, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9406, loss_cls: 0.8101, loss: 0.8101, grad_norm: 12.3456 2020-10-12 23:08:35,508 - mmaction - INFO - Epoch [50][1540/3520] lr: 7.500e-05, eta: 0:33:03, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9281, loss_cls: 0.8925, loss: 0.8925, grad_norm: 12.9375 2020-10-12 23:08:54,705 - mmaction - INFO - Epoch [50][1560/3520] lr: 7.500e-05, eta: 0:32:43, time: 0.961, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9302, loss_cls: 0.8464, loss: 0.8464, grad_norm: 12.8311 2020-10-12 23:09:14,137 - mmaction - INFO - Epoch [50][1580/3520] lr: 7.500e-05, eta: 0:32:23, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8941, loss: 0.8941, grad_norm: 13.1434 2020-10-12 23:09:33,627 - mmaction - INFO - Epoch [50][1600/3520] lr: 7.500e-05, eta: 0:32:03, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9365, loss_cls: 0.8733, loss: 0.8733, grad_norm: 12.6876 2020-10-12 23:09:53,277 - mmaction - INFO - Epoch [50][1620/3520] lr: 7.500e-05, eta: 0:31:43, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9188, loss_cls: 0.9079, loss: 0.9079, grad_norm: 13.1104 2020-10-12 23:10:12,175 - mmaction - INFO - Epoch [50][1640/3520] lr: 7.500e-05, eta: 0:31:23, time: 0.947, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9260, loss_cls: 0.9154, loss: 0.9154, grad_norm: 13.4475 2020-10-12 23:10:31,458 - mmaction - INFO - Epoch [50][1660/3520] lr: 7.500e-05, eta: 0:31:02, time: 0.962, data_time: 0.004, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8497, loss: 0.8497, grad_norm: 12.1882 2020-10-12 23:10:50,754 - mmaction - INFO - Epoch [50][1680/3520] lr: 7.500e-05, eta: 0:30:42, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9313, loss_cls: 0.8213, loss: 0.8213, grad_norm: 12.0785 2020-10-12 23:11:10,388 - mmaction - INFO - Epoch [50][1700/3520] lr: 7.500e-05, eta: 0:30:22, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9437, loss_cls: 0.7658, loss: 0.7658, grad_norm: 11.7029 2020-10-12 23:11:29,975 - mmaction - INFO - Epoch [50][1720/3520] lr: 7.500e-05, eta: 0:30:02, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9365, loss_cls: 0.7984, loss: 0.7984, grad_norm: 12.2166 2020-10-12 23:11:49,099 - mmaction - INFO - Epoch [50][1740/3520] lr: 7.500e-05, eta: 0:29:42, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9260, loss_cls: 0.8950, loss: 0.8950, grad_norm: 12.9132 2020-10-12 23:12:08,550 - mmaction - INFO - Epoch [50][1760/3520] lr: 7.500e-05, eta: 0:29:22, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8706, loss: 0.8706, grad_norm: 12.6915 2020-10-12 23:12:28,739 - mmaction - INFO - Epoch [50][1780/3520] lr: 7.500e-05, eta: 0:29:02, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9052, loss_cls: 0.9409, loss: 0.9409, grad_norm: 13.0754 2020-10-12 23:12:48,047 - mmaction - INFO - Epoch [50][1800/3520] lr: 7.500e-05, eta: 0:28:42, time: 0.965, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9396, loss_cls: 0.8242, loss: 0.8242, grad_norm: 12.4757 2020-10-12 23:13:06,763 - mmaction - INFO - Epoch [50][1820/3520] lr: 7.500e-05, eta: 0:28:22, time: 0.936, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9198, loss_cls: 0.9244, loss: 0.9244, grad_norm: 12.7222 2020-10-12 23:13:26,101 - mmaction - INFO - Epoch [50][1840/3520] lr: 7.500e-05, eta: 0:28:02, time: 0.966, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9333, loss_cls: 0.8550, loss: 0.8550, grad_norm: 12.2494 2020-10-12 23:13:45,663 - mmaction - INFO - Epoch [50][1860/3520] lr: 7.500e-05, eta: 0:27:42, time: 0.978, data_time: 0.003, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9365, loss_cls: 0.8395, loss: 0.8395, grad_norm: 12.3203 2020-10-12 23:14:05,104 - mmaction - INFO - Epoch [50][1880/3520] lr: 7.500e-05, eta: 0:27:22, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9125, loss_cls: 0.9406, loss: 0.9406, grad_norm: 12.9494 2020-10-12 23:14:24,804 - mmaction - INFO - Epoch [50][1900/3520] lr: 7.500e-05, eta: 0:27:02, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9427, loss_cls: 0.8619, loss: 0.8619, grad_norm: 13.1018 2020-10-12 23:14:44,158 - mmaction - INFO - Epoch [50][1920/3520] lr: 7.500e-05, eta: 0:26:42, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9219, loss_cls: 0.9105, loss: 0.9105, grad_norm: 12.6581 2020-10-12 23:15:03,740 - mmaction - INFO - Epoch [50][1940/3520] lr: 7.500e-05, eta: 0:26:22, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9292, loss_cls: 0.9077, loss: 0.9077, grad_norm: 13.5168 2020-10-12 23:15:22,963 - mmaction - INFO - Epoch [50][1960/3520] lr: 7.500e-05, eta: 0:26:02, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9156, loss_cls: 0.9339, loss: 0.9339, grad_norm: 13.1358 2020-10-12 23:15:42,243 - mmaction - INFO - Epoch [50][1980/3520] lr: 7.500e-05, eta: 0:25:42, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 0.9855, loss: 0.9855, grad_norm: 12.9233 2020-10-12 23:16:01,561 - mmaction - INFO - Epoch [50][2000/3520] lr: 7.500e-05, eta: 0:25:22, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9167, loss_cls: 0.8893, loss: 0.8893, grad_norm: 12.6093 2020-10-12 23:16:21,535 - mmaction - INFO - Epoch [50][2020/3520] lr: 7.500e-05, eta: 0:25:02, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9271, loss_cls: 0.8747, loss: 0.8747, grad_norm: 13.0190 2020-10-12 23:16:40,651 - mmaction - INFO - Epoch [50][2040/3520] lr: 7.500e-05, eta: 0:24:42, time: 0.957, data_time: 0.003, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9292, loss_cls: 0.8729, loss: 0.8729, grad_norm: 12.5511 2020-10-12 23:17:00,642 - mmaction - INFO - Epoch [50][2060/3520] lr: 7.500e-05, eta: 0:24:22, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9229, loss_cls: 0.9422, loss: 0.9422, grad_norm: 13.0743 2020-10-12 23:17:20,024 - mmaction - INFO - Epoch [50][2080/3520] lr: 7.500e-05, eta: 0:24:02, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8536, loss: 0.8536, grad_norm: 12.2465 2020-10-12 23:17:39,819 - mmaction - INFO - Epoch [50][2100/3520] lr: 7.500e-05, eta: 0:23:42, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9115, loss_cls: 0.9334, loss: 0.9334, grad_norm: 12.7217 2020-10-12 23:17:59,724 - mmaction - INFO - Epoch [50][2120/3520] lr: 7.500e-05, eta: 0:23:22, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.9174, loss: 0.9174, grad_norm: 13.1205 2020-10-12 23:18:18,769 - mmaction - INFO - Epoch [50][2140/3520] lr: 7.500e-05, eta: 0:23:02, time: 0.956, data_time: 0.008, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9260, loss_cls: 0.8650, loss: 0.8650, grad_norm: 12.6329 2020-10-12 23:18:38,424 - mmaction - INFO - Epoch [50][2160/3520] lr: 7.500e-05, eta: 0:22:42, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9333, loss_cls: 0.8484, loss: 0.8484, grad_norm: 12.8252 2020-10-12 23:18:58,805 - mmaction - INFO - Epoch [50][2180/3520] lr: 7.500e-05, eta: 0:22:22, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9458, loss_cls: 0.7941, loss: 0.7941, grad_norm: 12.0099 2020-10-12 23:19:17,857 - mmaction - INFO - Epoch [50][2200/3520] lr: 7.500e-05, eta: 0:22:01, time: 0.954, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9271, loss_cls: 0.8779, loss: 0.8779, grad_norm: 13.1906 2020-10-12 23:19:38,068 - mmaction - INFO - Epoch [50][2220/3520] lr: 7.500e-05, eta: 0:21:41, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9260, loss_cls: 0.8746, loss: 0.8746, grad_norm: 13.2075 2020-10-12 23:19:57,268 - mmaction - INFO - Epoch [50][2240/3520] lr: 7.500e-05, eta: 0:21:21, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.9059, loss: 0.9059, grad_norm: 12.6316 2020-10-12 23:20:18,143 - mmaction - INFO - Epoch [50][2260/3520] lr: 7.500e-05, eta: 0:21:01, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9281, loss_cls: 0.8810, loss: 0.8810, grad_norm: 12.7026 2020-10-12 23:20:37,406 - mmaction - INFO - Epoch [50][2280/3520] lr: 7.500e-05, eta: 0:20:41, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8562, loss: 0.8562, grad_norm: 12.3783 2020-10-12 23:20:56,788 - mmaction - INFO - Epoch [50][2300/3520] lr: 7.500e-05, eta: 0:20:21, time: 0.967, data_time: 0.004, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9187, loss_cls: 0.9460, loss: 0.9460, grad_norm: 12.6889 2020-10-12 23:21:17,119 - mmaction - INFO - Epoch [50][2320/3520] lr: 7.500e-05, eta: 0:20:01, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9453, loss: 0.9453, grad_norm: 13.0645 2020-10-12 23:21:36,946 - mmaction - INFO - Epoch [50][2340/3520] lr: 7.500e-05, eta: 0:19:41, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9188, loss_cls: 0.9310, loss: 0.9310, grad_norm: 12.8438 2020-10-12 23:21:56,702 - mmaction - INFO - Epoch [50][2360/3520] lr: 7.500e-05, eta: 0:19:21, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9354, loss_cls: 0.8643, loss: 0.8643, grad_norm: 12.9350 2020-10-12 23:22:15,868 - mmaction - INFO - Epoch [50][2380/3520] lr: 7.500e-05, eta: 0:19:01, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9333, loss: 0.9333, grad_norm: 13.1257 2020-10-12 23:22:36,506 - mmaction - INFO - Epoch [50][2400/3520] lr: 7.500e-05, eta: 0:18:41, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9333, loss_cls: 0.8089, loss: 0.8089, grad_norm: 12.3134 2020-10-12 23:22:56,120 - mmaction - INFO - Epoch [50][2420/3520] lr: 7.500e-05, eta: 0:18:21, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8479, loss: 0.8479, grad_norm: 12.3765 2020-10-12 23:23:16,239 - mmaction - INFO - Epoch [50][2440/3520] lr: 7.500e-05, eta: 0:18:01, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9146, loss_cls: 0.9130, loss: 0.9130, grad_norm: 12.7181 2020-10-12 23:23:35,830 - mmaction - INFO - Epoch [50][2460/3520] lr: 7.500e-05, eta: 0:17:41, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9208, loss_cls: 0.9244, loss: 0.9244, grad_norm: 12.9856 2020-10-12 23:23:55,208 - mmaction - INFO - Epoch [50][2480/3520] lr: 7.500e-05, eta: 0:17:21, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.9186, loss: 0.9186, grad_norm: 13.3365 2020-10-12 23:24:15,379 - mmaction - INFO - Epoch [50][2500/3520] lr: 7.500e-05, eta: 0:17:01, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9198, loss_cls: 0.8967, loss: 0.8967, grad_norm: 12.4836 2020-10-12 23:24:35,156 - mmaction - INFO - Epoch [50][2520/3520] lr: 7.500e-05, eta: 0:16:41, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8771, loss: 0.8771, grad_norm: 12.4113 2020-10-12 23:24:54,349 - mmaction - INFO - Epoch [50][2540/3520] lr: 7.500e-05, eta: 0:16:21, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9375, loss_cls: 0.8661, loss: 0.8661, grad_norm: 13.1805 2020-10-12 23:25:13,853 - mmaction - INFO - Epoch [50][2560/3520] lr: 7.500e-05, eta: 0:16:01, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9250, loss_cls: 0.9253, loss: 0.9253, grad_norm: 13.1476 2020-10-12 23:25:34,191 - mmaction - INFO - Epoch [50][2580/3520] lr: 7.500e-05, eta: 0:15:41, time: 1.016, data_time: 0.008, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9417, loss_cls: 0.8146, loss: 0.8146, grad_norm: 12.7679 2020-10-12 23:25:53,763 - mmaction - INFO - Epoch [50][2600/3520] lr: 7.500e-05, eta: 0:15:21, time: 0.980, data_time: 0.008, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9417, loss_cls: 0.8203, loss: 0.8203, grad_norm: 12.9864 2020-10-12 23:26:13,872 - mmaction - INFO - Epoch [50][2620/3520] lr: 7.500e-05, eta: 0:15:01, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8345, loss: 0.8345, grad_norm: 12.4293 2020-10-12 23:26:34,244 - mmaction - INFO - Epoch [50][2640/3520] lr: 7.500e-05, eta: 0:14:41, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9313, loss_cls: 0.8413, loss: 0.8413, grad_norm: 12.3165 2020-10-12 23:26:53,904 - mmaction - INFO - Epoch [50][2660/3520] lr: 7.500e-05, eta: 0:14:21, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9177, loss_cls: 0.8728, loss: 0.8728, grad_norm: 11.9418 2020-10-12 23:27:13,842 - mmaction - INFO - Epoch [50][2680/3520] lr: 7.500e-05, eta: 0:14:01, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.9117, loss: 0.9117, grad_norm: 12.6277 2020-10-12 23:27:33,685 - mmaction - INFO - Epoch [50][2700/3520] lr: 7.500e-05, eta: 0:13:41, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9198, loss_cls: 0.9397, loss: 0.9397, grad_norm: 12.9953 2020-10-12 23:27:53,470 - mmaction - INFO - Epoch [50][2720/3520] lr: 7.500e-05, eta: 0:13:21, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9333, loss_cls: 0.8151, loss: 0.8151, grad_norm: 12.0096 2020-10-12 23:28:13,746 - mmaction - INFO - Epoch [50][2740/3520] lr: 7.500e-05, eta: 0:13:01, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.8622, loss: 0.8622, grad_norm: 13.0395 2020-10-12 23:28:32,752 - mmaction - INFO - Epoch [50][2760/3520] lr: 7.500e-05, eta: 0:12:41, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9427, loss_cls: 0.8064, loss: 0.8064, grad_norm: 12.2489 2020-10-12 23:28:52,261 - mmaction - INFO - Epoch [50][2780/3520] lr: 7.500e-05, eta: 0:12:21, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8462, loss: 0.8462, grad_norm: 12.2870 2020-10-12 23:29:13,196 - mmaction - INFO - Epoch [50][2800/3520] lr: 7.500e-05, eta: 0:12:01, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9281, loss_cls: 0.8994, loss: 0.8994, grad_norm: 12.8923 2020-10-12 23:29:32,426 - mmaction - INFO - Epoch [50][2820/3520] lr: 7.500e-05, eta: 0:11:41, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9271, loss_cls: 0.8648, loss: 0.8648, grad_norm: 12.6856 2020-10-12 23:29:52,265 - mmaction - INFO - Epoch [50][2840/3520] lr: 7.500e-05, eta: 0:11:21, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9105, loss: 0.9105, grad_norm: 13.2149 2020-10-12 23:30:11,501 - mmaction - INFO - Epoch [50][2860/3520] lr: 7.500e-05, eta: 0:11:00, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9458, loss_cls: 0.8034, loss: 0.8034, grad_norm: 12.6879 2020-10-12 23:30:30,968 - mmaction - INFO - Epoch [50][2880/3520] lr: 7.500e-05, eta: 0:10:40, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9042, loss_cls: 0.9611, loss: 0.9611, grad_norm: 12.7555 2020-10-12 23:30:51,445 - mmaction - INFO - Epoch [50][2900/3520] lr: 7.500e-05, eta: 0:10:20, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9250, loss_cls: 0.8532, loss: 0.8532, grad_norm: 12.0090 2020-10-12 23:31:12,193 - mmaction - INFO - Epoch [50][2920/3520] lr: 7.500e-05, eta: 0:10:00, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9302, loss_cls: 0.8770, loss: 0.8770, grad_norm: 12.9267 2020-10-12 23:31:31,464 - mmaction - INFO - Epoch [50][2940/3520] lr: 7.500e-05, eta: 0:09:40, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9271, loss_cls: 0.8603, loss: 0.8603, grad_norm: 12.3765 2020-10-12 23:31:51,422 - mmaction - INFO - Epoch [50][2960/3520] lr: 7.500e-05, eta: 0:09:20, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8454, loss: 0.8454, grad_norm: 12.2306 2020-10-12 23:32:11,704 - mmaction - INFO - Epoch [50][2980/3520] lr: 7.500e-05, eta: 0:09:00, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9344, loss_cls: 0.8267, loss: 0.8267, grad_norm: 12.5147 2020-10-12 23:32:31,228 - mmaction - INFO - Epoch [50][3000/3520] lr: 7.500e-05, eta: 0:08:40, time: 0.976, data_time: 0.008, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9344, loss_cls: 0.8367, loss: 0.8367, grad_norm: 12.3521 2020-10-12 23:32:50,565 - mmaction - INFO - Epoch [50][3020/3520] lr: 7.500e-05, eta: 0:08:20, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9208, loss_cls: 0.8569, loss: 0.8569, grad_norm: 12.4645 2020-10-12 23:33:09,918 - mmaction - INFO - Epoch [50][3040/3520] lr: 7.500e-05, eta: 0:08:00, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9240, loss_cls: 0.9094, loss: 0.9094, grad_norm: 13.0983 2020-10-12 23:33:29,949 - mmaction - INFO - Epoch [50][3060/3520] lr: 7.500e-05, eta: 0:07:40, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9417, loss_cls: 0.8195, loss: 0.8195, grad_norm: 11.8659 2020-10-12 23:33:50,511 - mmaction - INFO - Epoch [50][3080/3520] lr: 7.500e-05, eta: 0:07:20, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9292, loss_cls: 0.9054, loss: 0.9054, grad_norm: 13.0967 2020-10-12 23:34:10,339 - mmaction - INFO - Epoch [50][3100/3520] lr: 7.500e-05, eta: 0:07:00, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9208, loss_cls: 0.9130, loss: 0.9130, grad_norm: 12.7055 2020-10-12 23:34:29,443 - mmaction - INFO - Epoch [50][3120/3520] lr: 7.500e-05, eta: 0:06:40, time: 0.956, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9240, loss_cls: 0.8955, loss: 0.8955, grad_norm: 12.8818 2020-10-12 23:34:48,872 - mmaction - INFO - Epoch [50][3140/3520] lr: 7.500e-05, eta: 0:06:20, time: 0.972, data_time: 0.004, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9229, loss_cls: 0.8785, loss: 0.8785, grad_norm: 12.5919 2020-10-12 23:35:08,044 - mmaction - INFO - Epoch [50][3160/3520] lr: 7.500e-05, eta: 0:06:00, time: 0.958, data_time: 0.004, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9240, loss_cls: 0.9424, loss: 0.9424, grad_norm: 13.1583 2020-10-12 23:35:27,859 - mmaction - INFO - Epoch [50][3180/3520] lr: 7.500e-05, eta: 0:05:40, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9302, loss_cls: 0.9115, loss: 0.9115, grad_norm: 13.4634 2020-10-12 23:35:48,197 - mmaction - INFO - Epoch [50][3200/3520] lr: 7.500e-05, eta: 0:05:20, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.8999, loss: 0.8999, grad_norm: 13.3741 2020-10-12 23:36:07,918 - mmaction - INFO - Epoch [50][3220/3520] lr: 7.500e-05, eta: 0:05:00, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9357, loss: 0.9357, grad_norm: 13.3692 2020-10-12 23:36:27,723 - mmaction - INFO - Epoch [50][3240/3520] lr: 7.500e-05, eta: 0:04:40, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8821, loss: 0.8821, grad_norm: 13.2031 2020-10-12 23:36:47,862 - mmaction - INFO - Epoch [50][3260/3520] lr: 7.500e-05, eta: 0:04:20, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.8625, loss: 0.8625, grad_norm: 12.4828 2020-10-12 23:37:06,955 - mmaction - INFO - Epoch [50][3280/3520] lr: 7.500e-05, eta: 0:04:00, time: 0.953, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9260, loss_cls: 0.8467, loss: 0.8467, grad_norm: 12.6285 2020-10-12 23:37:26,635 - mmaction - INFO - Epoch [50][3300/3520] lr: 7.500e-05, eta: 0:03:40, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9354, loss_cls: 0.8710, loss: 0.8710, grad_norm: 12.8968 2020-10-12 23:37:47,623 - mmaction - INFO - Epoch [50][3320/3520] lr: 7.500e-05, eta: 0:03:20, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9208, loss_cls: 0.9190, loss: 0.9190, grad_norm: 13.1376 2020-10-12 23:38:07,943 - mmaction - INFO - Epoch [50][3340/3520] lr: 7.500e-05, eta: 0:03:00, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8247, loss: 0.8247, grad_norm: 11.7871 2020-10-12 23:38:26,716 - mmaction - INFO - Epoch [50][3360/3520] lr: 7.500e-05, eta: 0:02:40, time: 0.942, data_time: 0.007, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8609, loss: 0.8609, grad_norm: 12.6546 2020-10-12 23:38:46,752 - mmaction - INFO - Epoch [50][3380/3520] lr: 7.500e-05, eta: 0:02:20, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9313, loss_cls: 0.8857, loss: 0.8857, grad_norm: 13.0207 2020-10-12 23:39:06,155 - mmaction - INFO - Epoch [50][3400/3520] lr: 7.500e-05, eta: 0:02:00, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.9075, loss: 0.9075, grad_norm: 12.9185 2020-10-12 23:39:26,213 - mmaction - INFO - Epoch [50][3420/3520] lr: 7.500e-05, eta: 0:01:40, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9188, loss_cls: 0.9237, loss: 0.9237, grad_norm: 12.8179 2020-10-12 23:39:46,190 - mmaction - INFO - Epoch [50][3440/3520] lr: 7.500e-05, eta: 0:01:20, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9292, loss_cls: 0.8644, loss: 0.8644, grad_norm: 13.0102 2020-10-12 23:40:05,381 - mmaction - INFO - Epoch [50][3460/3520] lr: 7.500e-05, eta: 0:01:00, time: 0.959, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9323, loss_cls: 0.8638, loss: 0.8638, grad_norm: 12.2521 2020-10-12 23:40:25,157 - mmaction - INFO - Epoch [50][3480/3520] lr: 7.500e-05, eta: 0:00:40, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9271, loss_cls: 0.8683, loss: 0.8683, grad_norm: 12.9495 2020-10-12 23:40:46,472 - mmaction - INFO - Epoch [50][3500/3520] lr: 7.500e-05, eta: 0:00:20, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9437, loss: 0.9437, grad_norm: 12.7493 2020-10-12 23:41:05,733 - mmaction - INFO - Epoch [50][3520/3520] lr: 7.500e-05, eta: 0:00:00, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.7696, top5_acc: 0.9424, loss_cls: 0.8041, loss: 0.8041, grad_norm: 12.4969 2020-10-12 23:41:06,161 - mmaction - INFO - Saving checkpoint at 50 epochs