2020-10-10 22:12:44,461 - 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 22:12:44,463 - mmaction - INFO - Distributed training: True 2020-10-10 22:12:44,463 - mmaction - INFO - Config: /mnt/lustre/linjintao/try/mmaction2_tsm/slurm_configs/recognition/tsm/tsm_r50_1x1x16_50e_sthv1_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, spatial_type='avg', num_segments=16, 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-v1/rawframes_train/' data_root_val = 'data/sth-v1/rawframes_val/' ann_file_train = 'data/sth-v1/sth-v1_train_list.txt' ann_file_val = 'data/sth-v1/sth-v1_val_list.txt' ann_file_test = 'data/sth-v1/sth-v1_val_list.txt' mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='SampleFrames', clip_len=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='ThreeCrop', crop_size=256), 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', decoding_backend='turbojpeg', io_backend='memcached', **mc_cfg), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), 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_1x1x8_50e_sthv1_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-10-10 22:12:58,645 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-10 22:13:02,111 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-54, work_dir: /mnt/lustre/linjintao/try/mmaction2_tsm/workdir/tsm_r50_1x1x16_50e_sthv1_rgb 2020-10-10 22:13:02,111 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-10-10 22:13:46,537 - mmaction - INFO - Epoch [1][20/1793] lr: 7.500e-03, eta: 2 days, 7:00:53, time: 2.210, data_time: 0.667, memory: 10390, top1_acc: 0.0125, top5_acc: 0.0500, loss_cls: 5.5895, loss: 5.5895, grad_norm: 4.2338 2020-10-10 22:14:04,757 - mmaction - INFO - Epoch [1][40/1793] lr: 7.500e-03, eta: 1 day, 14:57:03, time: 0.920, data_time: 0.021, memory: 10390, top1_acc: 0.0115, top5_acc: 0.0635, loss_cls: 5.6965, loss: 5.6965, grad_norm: 4.2465 2020-10-10 22:14:27,483 - mmaction - INFO - Epoch [1][60/1793] lr: 7.500e-03, eta: 1 day, 11:19:38, time: 1.129, data_time: 0.030, memory: 10390, top1_acc: 0.0115, top5_acc: 0.0469, loss_cls: 5.4386, loss: 5.4386, grad_norm: 3.5406 2020-10-10 22:14:48,299 - mmaction - INFO - Epoch [1][80/1793] lr: 7.500e-03, eta: 1 day, 9:00:36, time: 1.048, data_time: 0.010, memory: 10390, top1_acc: 0.0063, top5_acc: 0.0500, loss_cls: 5.2575, loss: 5.2575, grad_norm: 2.5986 2020-10-10 22:15:08,811 - mmaction - INFO - Epoch [1][100/1793] lr: 7.500e-03, eta: 1 day, 7:25:47, time: 1.011, data_time: 0.008, memory: 10390, top1_acc: 0.0135, top5_acc: 0.0500, loss_cls: 5.1538, loss: 5.1538, grad_norm: 2.1354 2020-10-10 22:15:29,176 - mmaction - INFO - Epoch [1][120/1793] lr: 7.500e-03, eta: 1 day, 6:27:58, time: 1.033, data_time: 0.106, memory: 10390, top1_acc: 0.0073, top5_acc: 0.0469, loss_cls: 5.1383, loss: 5.1383, grad_norm: 1.7850 2020-10-10 22:15:50,892 - mmaction - INFO - Epoch [1][140/1793] lr: 7.500e-03, eta: 1 day, 5:58:00, time: 1.086, data_time: 0.095, memory: 10390, top1_acc: 0.0094, top5_acc: 0.0573, loss_cls: 5.0861, loss: 5.0861, grad_norm: 1.8089 2020-10-10 22:16:10,753 - mmaction - INFO - Epoch [1][160/1793] lr: 7.500e-03, eta: 1 day, 5:17:56, time: 0.993, data_time: 0.010, memory: 10390, top1_acc: 0.0104, top5_acc: 0.0521, loss_cls: 5.0441, loss: 5.0441, grad_norm: 2.1946 2020-10-10 22:16:31,282 - mmaction - INFO - Epoch [1][180/1793] lr: 7.500e-03, eta: 1 day, 4:52:15, time: 1.026, data_time: 0.105, memory: 10390, top1_acc: 0.0104, top5_acc: 0.0542, loss_cls: 5.0676, loss: 5.0676, grad_norm: 1.9280 2020-10-10 22:16:52,420 - mmaction - INFO - Epoch [1][200/1793] lr: 7.500e-03, eta: 1 day, 4:36:23, time: 1.058, data_time: 0.044, memory: 10390, top1_acc: 0.0135, top5_acc: 0.0573, loss_cls: 5.0348, loss: 5.0348, grad_norm: 1.8448 2020-10-10 22:17:12,854 - mmaction - INFO - Epoch [1][220/1793] lr: 7.500e-03, eta: 1 day, 4:18:01, time: 1.019, data_time: 0.011, memory: 10390, top1_acc: 0.0229, top5_acc: 0.0823, loss_cls: 4.9930, loss: 4.9930, grad_norm: 2.2714 2020-10-10 22:17:33,864 - mmaction - INFO - Epoch [1][240/1793] lr: 7.500e-03, eta: 1 day, 4:06:57, time: 1.053, data_time: 0.082, memory: 10390, top1_acc: 0.0208, top5_acc: 0.0792, loss_cls: 5.0108, loss: 5.0108, grad_norm: 1.8520 2020-10-10 22:17:54,678 - mmaction - INFO - Epoch [1][260/1793] lr: 7.500e-03, eta: 1 day, 3:56:08, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.0177, top5_acc: 0.0667, loss_cls: 4.9884, loss: 4.9884, grad_norm: 2.1935 2020-10-10 22:18:14,778 - mmaction - INFO - Epoch [1][280/1793] lr: 7.500e-03, eta: 1 day, 3:42:22, time: 0.999, data_time: 0.024, memory: 10390, top1_acc: 0.0177, top5_acc: 0.0615, loss_cls: 5.0052, loss: 5.0052, grad_norm: 2.2699 2020-10-10 22:18:35,443 - mmaction - INFO - Epoch [1][300/1793] lr: 7.500e-03, eta: 1 day, 3:34:18, time: 1.039, data_time: 0.036, memory: 10390, top1_acc: 0.0198, top5_acc: 0.0927, loss_cls: 4.9771, loss: 4.9771, grad_norm: 2.2372 2020-10-10 22:18:57,669 - mmaction - INFO - Epoch [1][320/1793] lr: 7.500e-03, eta: 1 day, 3:33:46, time: 1.109, data_time: 0.002, memory: 10390, top1_acc: 0.0271, top5_acc: 0.1010, loss_cls: 4.9518, loss: 4.9518, grad_norm: 2.5167 2020-10-10 22:19:16,799 - mmaction - INFO - Epoch [1][340/1793] lr: 7.500e-03, eta: 1 day, 3:20:04, time: 0.959, data_time: 0.008, memory: 10390, top1_acc: 0.0292, top5_acc: 0.0979, loss_cls: 4.9271, loss: 4.9271, grad_norm: 2.4221 2020-10-10 22:19:37,558 - mmaction - INFO - Epoch [1][360/1793] lr: 7.500e-03, eta: 1 day, 3:14:23, time: 1.038, data_time: 0.008, memory: 10390, top1_acc: 0.0250, top5_acc: 0.0958, loss_cls: 4.9028, loss: 4.9028, grad_norm: 2.5961 2020-10-10 22:19:58,724 - mmaction - INFO - Epoch [1][380/1793] lr: 7.500e-03, eta: 1 day, 3:10:32, time: 1.054, data_time: 0.044, memory: 10390, top1_acc: 0.0323, top5_acc: 0.0990, loss_cls: 4.9101, loss: 4.9101, grad_norm: 2.5555 2020-10-10 22:20:19,211 - mmaction - INFO - Epoch [1][400/1793] lr: 7.500e-03, eta: 1 day, 3:05:11, time: 1.029, data_time: 0.081, memory: 10390, top1_acc: 0.0292, top5_acc: 0.1000, loss_cls: 4.9115, loss: 4.9115, grad_norm: 2.6808 2020-10-10 22:20:42,160 - mmaction - INFO - Epoch [1][420/1793] lr: 7.500e-03, eta: 1 day, 3:08:13, time: 1.141, data_time: 0.241, memory: 10390, top1_acc: 0.0281, top5_acc: 0.0927, loss_cls: 4.9210, loss: 4.9210, grad_norm: 2.5059 2020-10-10 22:21:00,567 - mmaction - INFO - Epoch [1][440/1793] lr: 7.500e-03, eta: 1 day, 2:56:34, time: 0.928, data_time: 0.032, memory: 10390, top1_acc: 0.0313, top5_acc: 0.1219, loss_cls: 4.8063, loss: 4.8063, grad_norm: 3.1261 2020-10-10 22:21:21,734 - mmaction - INFO - Epoch [1][460/1793] lr: 7.500e-03, eta: 1 day, 2:54:16, time: 1.057, data_time: 0.154, memory: 10390, top1_acc: 0.0260, top5_acc: 0.1365, loss_cls: 4.8355, loss: 4.8355, grad_norm: 2.6663 2020-10-10 22:21:42,751 - mmaction - INFO - Epoch [1][480/1793] lr: 7.500e-03, eta: 1 day, 2:51:48, time: 1.052, data_time: 0.045, memory: 10390, top1_acc: 0.0375, top5_acc: 0.1250, loss_cls: 4.8380, loss: 4.8380, grad_norm: 2.7571 2020-10-10 22:22:03,379 - mmaction - INFO - Epoch [1][500/1793] lr: 7.500e-03, eta: 1 day, 2:48:14, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.0344, top5_acc: 0.1427, loss_cls: 4.8270, loss: 4.8270, grad_norm: 3.0666 2020-10-10 22:22:23,868 - mmaction - INFO - Epoch [1][520/1793] lr: 7.500e-03, eta: 1 day, 2:44:34, time: 1.025, data_time: 0.010, memory: 10390, top1_acc: 0.0302, top5_acc: 0.1198, loss_cls: 4.8430, loss: 4.8430, grad_norm: 2.6898 2020-10-10 22:22:44,227 - mmaction - INFO - Epoch [1][540/1793] lr: 7.500e-03, eta: 1 day, 2:40:43, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.0365, top5_acc: 0.1240, loss_cls: 4.7937, loss: 4.7937, grad_norm: 3.0153 2020-10-10 22:23:04,846 - mmaction - INFO - Epoch [1][560/1793] lr: 7.500e-03, eta: 1 day, 2:38:00, time: 1.033, data_time: 0.009, memory: 10390, top1_acc: 0.0365, top5_acc: 0.1354, loss_cls: 4.8136, loss: 4.8136, grad_norm: 2.8874 2020-10-10 22:23:25,575 - mmaction - INFO - Epoch [1][580/1793] lr: 7.500e-03, eta: 1 day, 2:35:24, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.0583, top5_acc: 0.1635, loss_cls: 4.7683, loss: 4.7683, grad_norm: 3.0794 2020-10-10 22:23:46,018 - mmaction - INFO - Epoch [1][600/1793] lr: 7.500e-03, eta: 1 day, 2:32:30, time: 1.023, data_time: 0.008, memory: 10390, top1_acc: 0.0365, top5_acc: 0.1417, loss_cls: 4.7807, loss: 4.7807, grad_norm: 2.9949 2020-10-10 22:24:09,095 - mmaction - INFO - Epoch [1][620/1793] lr: 7.500e-03, eta: 1 day, 2:36:08, time: 1.156, data_time: 0.008, memory: 10390, top1_acc: 0.0458, top5_acc: 0.1500, loss_cls: 4.7181, loss: 4.7181, grad_norm: 2.9852 2020-10-10 22:24:29,261 - mmaction - INFO - Epoch [1][640/1793] lr: 7.500e-03, eta: 1 day, 2:32:17, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.0552, top5_acc: 0.1542, loss_cls: 4.7308, loss: 4.7308, grad_norm: 3.1179 2020-10-10 22:24:50,043 - mmaction - INFO - Epoch [1][660/1793] lr: 7.500e-03, eta: 1 day, 2:30:44, time: 1.047, data_time: 0.010, memory: 10390, top1_acc: 0.0385, top5_acc: 0.1292, loss_cls: 4.8071, loss: 4.8071, grad_norm: 3.0525 2020-10-10 22:25:09,567 - mmaction - INFO - Epoch [1][680/1793] lr: 7.500e-03, eta: 1 day, 2:26:05, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.0531, top5_acc: 0.1656, loss_cls: 4.6977, loss: 4.6977, grad_norm: 3.1710 2020-10-10 22:25:30,419 - mmaction - INFO - Epoch [1][700/1793] lr: 7.500e-03, eta: 1 day, 2:24:38, time: 1.044, data_time: 0.008, memory: 10390, top1_acc: 0.0490, top5_acc: 0.1823, loss_cls: 4.6538, loss: 4.6538, grad_norm: 3.5031 2020-10-10 22:25:50,525 - mmaction - INFO - Epoch [1][720/1793] lr: 7.500e-03, eta: 1 day, 2:21:22, time: 0.998, data_time: 0.008, memory: 10390, top1_acc: 0.0531, top5_acc: 0.1583, loss_cls: 4.6996, loss: 4.6996, grad_norm: 3.4621 2020-10-10 22:26:11,472 - mmaction - INFO - Epoch [1][740/1793] lr: 7.500e-03, eta: 1 day, 2:20:32, time: 1.055, data_time: 0.011, memory: 10390, top1_acc: 0.0323, top5_acc: 0.1427, loss_cls: 4.7357, loss: 4.7357, grad_norm: 3.2353 2020-10-10 22:26:32,380 - mmaction - INFO - Epoch [1][760/1793] lr: 7.500e-03, eta: 1 day, 2:19:21, time: 1.045, data_time: 0.009, memory: 10390, top1_acc: 0.0469, top5_acc: 0.1802, loss_cls: 4.6243, loss: 4.6243, grad_norm: 3.8400 2020-10-10 22:26:52,700 - mmaction - INFO - Epoch [1][780/1793] lr: 7.500e-03, eta: 1 day, 2:17:06, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.0500, top5_acc: 0.1656, loss_cls: 4.6701, loss: 4.6701, grad_norm: 3.5219 2020-10-10 22:27:13,760 - mmaction - INFO - Epoch [1][800/1793] lr: 7.500e-03, eta: 1 day, 2:16:19, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.0563, top5_acc: 0.1677, loss_cls: 4.6625, loss: 4.6625, grad_norm: 3.7531 2020-10-10 22:27:34,999 - mmaction - INFO - Epoch [1][820/1793] lr: 7.500e-03, eta: 1 day, 2:15:52, time: 1.062, data_time: 0.008, memory: 10390, top1_acc: 0.0500, top5_acc: 0.1646, loss_cls: 4.6335, loss: 4.6335, grad_norm: 3.4581 2020-10-10 22:27:55,894 - mmaction - INFO - Epoch [1][840/1793] lr: 7.500e-03, eta: 1 day, 2:14:49, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.0490, top5_acc: 0.2010, loss_cls: 4.5475, loss: 4.5475, grad_norm: 4.1886 2020-10-10 22:28:17,053 - mmaction - INFO - Epoch [1][860/1793] lr: 7.500e-03, eta: 1 day, 2:14:08, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.0667, top5_acc: 0.2000, loss_cls: 4.6543, loss: 4.6543, grad_norm: 3.8828 2020-10-10 22:28:37,230 - mmaction - INFO - Epoch [1][880/1793] lr: 7.500e-03, eta: 1 day, 2:12:03, time: 1.012, data_time: 0.010, memory: 10390, top1_acc: 0.0563, top5_acc: 0.1823, loss_cls: 4.6227, loss: 4.6227, grad_norm: 3.4992 2020-10-10 22:28:57,806 - mmaction - INFO - Epoch [1][900/1793] lr: 7.500e-03, eta: 1 day, 2:10:33, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.0698, top5_acc: 0.1979, loss_cls: 4.5492, loss: 4.5492, grad_norm: 3.9590 2020-10-10 22:29:18,545 - mmaction - INFO - Epoch [1][920/1793] lr: 7.500e-03, eta: 1 day, 2:09:10, time: 1.030, data_time: 0.008, memory: 10390, top1_acc: 0.0615, top5_acc: 0.1750, loss_cls: 4.6075, loss: 4.6075, grad_norm: 3.8750 2020-10-10 22:29:40,043 - mmaction - INFO - Epoch [1][940/1793] lr: 7.500e-03, eta: 1 day, 2:09:31, time: 1.083, data_time: 0.011, memory: 10390, top1_acc: 0.0573, top5_acc: 0.1958, loss_cls: 4.6031, loss: 4.6031, grad_norm: 3.8248 2020-10-10 22:30:00,135 - mmaction - INFO - Epoch [1][960/1793] lr: 7.500e-03, eta: 1 day, 2:07:24, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.0781, top5_acc: 0.2281, loss_cls: 4.5137, loss: 4.5137, grad_norm: 3.9684 2020-10-10 22:30:21,389 - mmaction - INFO - Epoch [1][980/1793] lr: 7.500e-03, eta: 1 day, 2:07:06, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.0615, top5_acc: 0.2260, loss_cls: 4.4683, loss: 4.4683, grad_norm: 4.1339 2020-10-10 22:30:41,101 - mmaction - INFO - Epoch [1][1000/1793] lr: 7.500e-03, eta: 1 day, 2:04:32, time: 0.986, data_time: 0.010, memory: 10390, top1_acc: 0.0635, top5_acc: 0.2240, loss_cls: 4.5285, loss: 4.5285, grad_norm: 3.9801 2020-10-10 22:31:02,577 - mmaction - INFO - Epoch [1][1020/1793] lr: 7.500e-03, eta: 1 day, 2:04:38, time: 1.074, data_time: 0.003, memory: 10390, top1_acc: 0.0750, top5_acc: 0.2323, loss_cls: 4.4927, loss: 4.4927, grad_norm: 3.8732 2020-10-10 22:31:23,271 - mmaction - INFO - Epoch [1][1040/1793] lr: 7.500e-03, eta: 1 day, 2:03:30, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.0625, top5_acc: 0.2208, loss_cls: 4.5376, loss: 4.5376, grad_norm: 4.1000 2020-10-10 22:31:44,191 - mmaction - INFO - Epoch [1][1060/1793] lr: 7.500e-03, eta: 1 day, 2:02:51, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.0615, top5_acc: 0.2323, loss_cls: 4.5140, loss: 4.5140, grad_norm: 3.8100 2020-10-10 22:32:04,136 - mmaction - INFO - Epoch [1][1080/1793] lr: 7.500e-03, eta: 1 day, 2:00:51, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.0688, top5_acc: 0.2448, loss_cls: 4.4999, loss: 4.4999, grad_norm: 4.1867 2020-10-10 22:32:24,777 - mmaction - INFO - Epoch [1][1100/1793] lr: 7.500e-03, eta: 1 day, 1:59:49, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.0594, top5_acc: 0.1906, loss_cls: 4.5483, loss: 4.5483, grad_norm: 3.8648 2020-10-10 22:32:44,630 - mmaction - INFO - Epoch [1][1120/1793] lr: 7.500e-03, eta: 1 day, 1:57:45, time: 0.992, data_time: 0.009, memory: 10390, top1_acc: 0.0750, top5_acc: 0.2437, loss_cls: 4.4316, loss: 4.4316, grad_norm: 4.1593 2020-10-10 22:33:06,993 - mmaction - INFO - Epoch [1][1140/1793] lr: 7.500e-03, eta: 1 day, 1:59:01, time: 1.118, data_time: 0.003, memory: 10390, top1_acc: 0.0792, top5_acc: 0.2521, loss_cls: 4.3602, loss: 4.3602, grad_norm: 4.1844 2020-10-10 22:33:27,612 - mmaction - INFO - Epoch [1][1160/1793] lr: 7.500e-03, eta: 1 day, 1:57:57, time: 1.028, data_time: 0.012, memory: 10390, top1_acc: 0.0823, top5_acc: 0.2490, loss_cls: 4.3815, loss: 4.3815, grad_norm: 4.3223 2020-10-10 22:33:48,658 - mmaction - INFO - Epoch [1][1180/1793] lr: 7.500e-03, eta: 1 day, 1:57:31, time: 1.054, data_time: 0.012, memory: 10390, top1_acc: 0.0688, top5_acc: 0.2302, loss_cls: 4.4451, loss: 4.4451, grad_norm: 4.1754 2020-10-10 22:34:09,720 - mmaction - INFO - Epoch [1][1200/1793] lr: 7.500e-03, eta: 1 day, 1:56:58, time: 1.048, data_time: 0.011, memory: 10390, top1_acc: 0.0823, top5_acc: 0.2615, loss_cls: 4.2891, loss: 4.2891, grad_norm: 4.4058 2020-10-10 22:34:29,600 - mmaction - INFO - Epoch [1][1220/1793] lr: 7.500e-03, eta: 1 day, 1:55:16, time: 1.001, data_time: 0.011, memory: 10390, top1_acc: 0.0854, top5_acc: 0.2594, loss_cls: 4.4007, loss: 4.4007, grad_norm: 4.2955 2020-10-10 22:34:50,734 - mmaction - INFO - Epoch [1][1240/1793] lr: 7.500e-03, eta: 1 day, 1:54:52, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.0896, top5_acc: 0.2521, loss_cls: 4.4105, loss: 4.4105, grad_norm: 4.2286 2020-10-10 22:35:11,588 - mmaction - INFO - Epoch [1][1260/1793] lr: 7.500e-03, eta: 1 day, 1:54:14, time: 1.043, data_time: 0.008, memory: 10390, top1_acc: 0.0927, top5_acc: 0.2615, loss_cls: 4.4088, loss: 4.4088, grad_norm: 3.9615 2020-10-10 22:35:32,329 - mmaction - INFO - Epoch [1][1280/1793] lr: 7.500e-03, eta: 1 day, 1:53:32, time: 1.040, data_time: 0.008, memory: 10390, top1_acc: 0.0708, top5_acc: 0.2458, loss_cls: 4.3981, loss: 4.3981, grad_norm: 4.2251 2020-10-10 22:35:53,199 - mmaction - INFO - Epoch [1][1300/1793] lr: 7.500e-03, eta: 1 day, 1:52:54, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.0844, top5_acc: 0.2573, loss_cls: 4.3150, loss: 4.3150, grad_norm: 4.3312 2020-10-10 22:36:13,828 - mmaction - INFO - Epoch [1][1320/1793] lr: 7.500e-03, eta: 1 day, 1:52:03, time: 1.033, data_time: 0.009, memory: 10390, top1_acc: 0.0885, top5_acc: 0.2583, loss_cls: 4.3144, loss: 4.3144, grad_norm: 4.2306 2020-10-10 22:36:34,653 - mmaction - INFO - Epoch [1][1340/1793] lr: 7.500e-03, eta: 1 day, 1:51:25, time: 1.041, data_time: 0.008, memory: 10390, top1_acc: 0.1010, top5_acc: 0.2802, loss_cls: 4.2620, loss: 4.2620, grad_norm: 4.5066 2020-10-10 22:36:55,102 - mmaction - INFO - Epoch [1][1360/1793] lr: 7.500e-03, eta: 1 day, 1:50:23, time: 1.022, data_time: 0.075, memory: 10390, top1_acc: 0.0854, top5_acc: 0.2656, loss_cls: 4.2955, loss: 4.2955, grad_norm: 4.4640 2020-10-10 22:37:16,445 - mmaction - INFO - Epoch [1][1380/1793] lr: 7.500e-03, eta: 1 day, 1:50:15, time: 1.064, data_time: 0.088, memory: 10390, top1_acc: 0.1146, top5_acc: 0.3073, loss_cls: 4.2079, loss: 4.2079, grad_norm: 4.5590 2020-10-10 22:37:36,147 - mmaction - INFO - Epoch [1][1400/1793] lr: 7.500e-03, eta: 1 day, 1:48:31, time: 0.989, data_time: 0.107, memory: 10390, top1_acc: 0.1000, top5_acc: 0.2917, loss_cls: 4.2426, loss: 4.2426, grad_norm: 4.3341 2020-10-10 22:37:58,451 - mmaction - INFO - Epoch [1][1420/1793] lr: 7.500e-03, eta: 1 day, 1:49:28, time: 1.115, data_time: 0.048, memory: 10390, top1_acc: 0.0927, top5_acc: 0.2740, loss_cls: 4.2352, loss: 4.2352, grad_norm: 4.4651 2020-10-10 22:38:17,767 - mmaction - INFO - Epoch [1][1440/1793] lr: 7.500e-03, eta: 1 day, 1:47:20, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.1000, top5_acc: 0.2854, loss_cls: 4.2765, loss: 4.2765, grad_norm: 4.4221 2020-10-10 22:38:38,403 - mmaction - INFO - Epoch [1][1460/1793] lr: 7.500e-03, eta: 1 day, 1:46:33, time: 1.031, data_time: 0.009, memory: 10390, top1_acc: 0.1010, top5_acc: 0.2990, loss_cls: 4.2505, loss: 4.2505, grad_norm: 4.2572 2020-10-10 22:38:58,962 - mmaction - INFO - Epoch [1][1480/1793] lr: 7.500e-03, eta: 1 day, 1:45:43, time: 1.028, data_time: 0.021, memory: 10390, top1_acc: 0.1073, top5_acc: 0.3063, loss_cls: 4.1851, loss: 4.1851, grad_norm: 4.7156 2020-10-10 22:39:19,809 - mmaction - INFO - Epoch [1][1500/1793] lr: 7.500e-03, eta: 1 day, 1:45:11, time: 1.043, data_time: 0.055, memory: 10390, top1_acc: 0.1198, top5_acc: 0.3312, loss_cls: 4.0875, loss: 4.0875, grad_norm: 4.7287 2020-10-10 22:39:40,828 - mmaction - INFO - Epoch [1][1520/1793] lr: 7.500e-03, eta: 1 day, 1:44:48, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.1094, top5_acc: 0.2698, loss_cls: 4.3127, loss: 4.3127, grad_norm: 4.7209 2020-10-10 22:40:01,335 - mmaction - INFO - Epoch [1][1540/1793] lr: 7.500e-03, eta: 1 day, 1:43:57, time: 1.025, data_time: 0.026, memory: 10390, top1_acc: 0.1031, top5_acc: 0.2865, loss_cls: 4.2286, loss: 4.2286, grad_norm: 4.3838 2020-10-10 22:40:21,397 - mmaction - INFO - Epoch [1][1560/1793] lr: 7.500e-03, eta: 1 day, 1:42:43, time: 1.004, data_time: 0.053, memory: 10390, top1_acc: 0.1115, top5_acc: 0.3188, loss_cls: 4.1685, loss: 4.1685, grad_norm: 4.6701 2020-10-10 22:40:42,000 - mmaction - INFO - Epoch [1][1580/1793] lr: 7.500e-03, eta: 1 day, 1:41:58, time: 1.030, data_time: 0.049, memory: 10390, top1_acc: 0.1073, top5_acc: 0.3073, loss_cls: 4.1768, loss: 4.1768, grad_norm: 4.6644 2020-10-10 22:41:03,743 - mmaction - INFO - Epoch [1][1600/1793] lr: 7.500e-03, eta: 1 day, 1:42:17, time: 1.087, data_time: 0.002, memory: 10390, top1_acc: 0.0938, top5_acc: 0.2990, loss_cls: 4.1845, loss: 4.1845, grad_norm: 4.4069 2020-10-10 22:41:24,213 - mmaction - INFO - Epoch [1][1620/1793] lr: 7.500e-03, eta: 1 day, 1:41:27, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.1104, top5_acc: 0.2927, loss_cls: 4.2322, loss: 4.2322, grad_norm: 4.4383 2020-10-10 22:41:44,747 - mmaction - INFO - Epoch [1][1640/1793] lr: 7.500e-03, eta: 1 day, 1:40:33, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.1135, top5_acc: 0.3104, loss_cls: 4.1287, loss: 4.1287, grad_norm: 4.6710 2020-10-10 22:42:05,033 - mmaction - INFO - Epoch [1][1660/1793] lr: 7.500e-03, eta: 1 day, 1:39:40, time: 1.021, data_time: 0.009, memory: 10390, top1_acc: 0.1094, top5_acc: 0.3188, loss_cls: 4.1372, loss: 4.1372, grad_norm: 4.5636 2020-10-10 22:42:26,062 - mmaction - INFO - Epoch [1][1680/1793] lr: 7.500e-03, eta: 1 day, 1:39:18, time: 1.049, data_time: 0.010, memory: 10390, top1_acc: 0.1219, top5_acc: 0.3021, loss_cls: 4.1386, loss: 4.1386, grad_norm: 4.3302 2020-10-10 22:42:47,109 - mmaction - INFO - Epoch [1][1700/1793] lr: 7.500e-03, eta: 1 day, 1:39:03, time: 1.056, data_time: 0.014, memory: 10390, top1_acc: 0.1115, top5_acc: 0.3000, loss_cls: 4.1448, loss: 4.1448, grad_norm: 4.5223 2020-10-10 22:43:07,398 - mmaction - INFO - Epoch [1][1720/1793] lr: 7.500e-03, eta: 1 day, 1:38:05, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.1219, top5_acc: 0.3219, loss_cls: 4.1255, loss: 4.1255, grad_norm: 4.5003 2020-10-10 22:43:27,558 - mmaction - INFO - Epoch [1][1740/1793] lr: 7.500e-03, eta: 1 day, 1:37:02, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.1073, top5_acc: 0.3281, loss_cls: 4.1262, loss: 4.1262, grad_norm: 4.7057 2020-10-10 22:43:48,837 - mmaction - INFO - Epoch [1][1760/1793] lr: 7.500e-03, eta: 1 day, 1:36:55, time: 1.063, data_time: 0.003, memory: 10390, top1_acc: 0.1115, top5_acc: 0.3094, loss_cls: 4.1524, loss: 4.1524, grad_norm: 4.6748 2020-10-10 22:44:08,223 - mmaction - INFO - Epoch [1][1780/1793] lr: 7.500e-03, eta: 1 day, 1:35:13, time: 0.967, data_time: 0.009, memory: 10390, top1_acc: 0.1156, top5_acc: 0.3427, loss_cls: 4.0728, loss: 4.0728, grad_norm: 4.6426 2020-10-10 22:44:21,023 - mmaction - INFO - Saving checkpoint at 1 epochs 2020-10-10 22:44:49,690 - mmaction - INFO - Epoch [2][20/1793] lr: 7.500e-03, eta: 1 day, 1:28:48, time: 1.367, data_time: 0.489, memory: 10390, top1_acc: 0.1240, top5_acc: 0.3281, loss_cls: 4.0651, loss: 4.0651, grad_norm: 4.5193 2020-10-10 22:45:08,400 - mmaction - INFO - Epoch [2][40/1793] lr: 7.500e-03, eta: 1 day, 1:26:42, time: 0.935, data_time: 0.002, memory: 10390, top1_acc: 0.1312, top5_acc: 0.3302, loss_cls: 4.0507, loss: 4.0507, grad_norm: 4.6669 2020-10-10 22:45:27,640 - mmaction - INFO - Epoch [2][60/1793] lr: 7.500e-03, eta: 1 day, 1:25:04, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.1146, top5_acc: 0.3354, loss_cls: 4.0737, loss: 4.0737, grad_norm: 4.6311 2020-10-10 22:45:47,887 - mmaction - INFO - Epoch [2][80/1793] lr: 7.500e-03, eta: 1 day, 1:24:13, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.1177, top5_acc: 0.3448, loss_cls: 3.9676, loss: 3.9676, grad_norm: 4.9297 2020-10-10 22:46:07,930 - mmaction - INFO - Epoch [2][100/1793] lr: 7.500e-03, eta: 1 day, 1:23:17, time: 1.004, data_time: 0.008, memory: 10390, top1_acc: 0.1260, top5_acc: 0.3500, loss_cls: 4.0060, loss: 4.0060, grad_norm: 4.8255 2020-10-10 22:46:26,835 - mmaction - INFO - Epoch [2][120/1793] lr: 7.500e-03, eta: 1 day, 1:21:26, time: 0.943, data_time: 0.006, memory: 10390, top1_acc: 0.1490, top5_acc: 0.3792, loss_cls: 3.9443, loss: 3.9443, grad_norm: 4.8979 2020-10-10 22:46:46,422 - mmaction - INFO - Epoch [2][140/1793] lr: 7.500e-03, eta: 1 day, 1:20:13, time: 0.982, data_time: 0.008, memory: 10390, top1_acc: 0.1542, top5_acc: 0.3542, loss_cls: 3.9795, loss: 3.9795, grad_norm: 4.8987 2020-10-10 22:47:05,881 - mmaction - INFO - Epoch [2][160/1793] lr: 7.500e-03, eta: 1 day, 1:18:52, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.1396, top5_acc: 0.3448, loss_cls: 3.9723, loss: 3.9723, grad_norm: 4.9892 2020-10-10 22:47:25,760 - mmaction - INFO - Epoch [2][180/1793] lr: 7.500e-03, eta: 1 day, 1:17:47, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.1490, top5_acc: 0.3458, loss_cls: 3.9812, loss: 3.9812, grad_norm: 4.9662 2020-10-10 22:47:45,330 - mmaction - INFO - Epoch [2][200/1793] lr: 7.500e-03, eta: 1 day, 1:16:37, time: 0.982, data_time: 0.008, memory: 10390, top1_acc: 0.1208, top5_acc: 0.3708, loss_cls: 3.9371, loss: 3.9371, grad_norm: 4.9800 2020-10-10 22:48:04,909 - mmaction - INFO - Epoch [2][220/1793] lr: 7.500e-03, eta: 1 day, 1:15:24, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.1552, top5_acc: 0.3719, loss_cls: 3.9054, loss: 3.9054, grad_norm: 5.0251 2020-10-10 22:48:24,799 - mmaction - INFO - Epoch [2][240/1793] lr: 7.500e-03, eta: 1 day, 1:14:27, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.1354, top5_acc: 0.3500, loss_cls: 3.9521, loss: 3.9521, grad_norm: 4.9812 2020-10-10 22:48:44,251 - mmaction - INFO - Epoch [2][260/1793] lr: 7.500e-03, eta: 1 day, 1:13:11, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.1385, top5_acc: 0.3562, loss_cls: 4.0069, loss: 4.0069, grad_norm: 5.0626 2020-10-10 22:49:04,502 - mmaction - INFO - Epoch [2][280/1793] lr: 7.500e-03, eta: 1 day, 1:12:29, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.1510, top5_acc: 0.3521, loss_cls: 3.9745, loss: 3.9745, grad_norm: 4.9504 2020-10-10 22:49:23,835 - mmaction - INFO - Epoch [2][300/1793] lr: 7.500e-03, eta: 1 day, 1:11:09, time: 0.965, data_time: 0.007, memory: 10390, top1_acc: 0.1396, top5_acc: 0.3656, loss_cls: 3.9591, loss: 3.9591, grad_norm: 5.2804 2020-10-10 22:49:43,824 - mmaction - INFO - Epoch [2][320/1793] lr: 7.500e-03, eta: 1 day, 1:10:20, time: 1.002, data_time: 0.008, memory: 10390, top1_acc: 0.1531, top5_acc: 0.3604, loss_cls: 3.9631, loss: 3.9631, grad_norm: 4.8395 2020-10-10 22:50:04,054 - mmaction - INFO - Epoch [2][340/1793] lr: 7.500e-03, eta: 1 day, 1:09:40, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.1490, top5_acc: 0.3875, loss_cls: 3.8276, loss: 3.8276, grad_norm: 4.8892 2020-10-10 22:50:23,282 - mmaction - INFO - Epoch [2][360/1793] lr: 7.500e-03, eta: 1 day, 1:08:19, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.1594, top5_acc: 0.3490, loss_cls: 3.9782, loss: 3.9782, grad_norm: 5.1532 2020-10-10 22:50:43,082 - mmaction - INFO - Epoch [2][380/1793] lr: 7.500e-03, eta: 1 day, 1:07:23, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.1406, top5_acc: 0.3708, loss_cls: 3.8598, loss: 3.8598, grad_norm: 5.1643 2020-10-10 22:51:02,751 - mmaction - INFO - Epoch [2][400/1793] lr: 7.500e-03, eta: 1 day, 1:06:22, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.1500, top5_acc: 0.3792, loss_cls: 3.8708, loss: 3.8708, grad_norm: 4.9653 2020-10-10 22:51:22,375 - mmaction - INFO - Epoch [2][420/1793] lr: 7.500e-03, eta: 1 day, 1:05:19, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.1354, top5_acc: 0.3479, loss_cls: 3.9795, loss: 3.9795, grad_norm: 5.2987 2020-10-10 22:51:42,586 - mmaction - INFO - Epoch [2][440/1793] lr: 7.500e-03, eta: 1 day, 1:04:42, time: 1.013, data_time: 0.008, memory: 10390, top1_acc: 0.1427, top5_acc: 0.3635, loss_cls: 3.9558, loss: 3.9558, grad_norm: 4.8824 2020-10-10 22:52:02,277 - mmaction - INFO - Epoch [2][460/1793] lr: 7.500e-03, eta: 1 day, 1:03:44, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.1427, top5_acc: 0.3969, loss_cls: 3.9081, loss: 3.9081, grad_norm: 5.2903 2020-10-10 22:52:21,799 - mmaction - INFO - Epoch [2][480/1793] lr: 7.500e-03, eta: 1 day, 1:02:40, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.1635, top5_acc: 0.3781, loss_cls: 3.9060, loss: 3.9060, grad_norm: 4.9585 2020-10-10 22:52:41,524 - mmaction - INFO - Epoch [2][500/1793] lr: 7.500e-03, eta: 1 day, 1:01:45, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.1677, top5_acc: 0.4000, loss_cls: 3.7764, loss: 3.7764, grad_norm: 5.1285 2020-10-10 22:53:01,121 - mmaction - INFO - Epoch [2][520/1793] lr: 7.500e-03, eta: 1 day, 1:00:45, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.1448, top5_acc: 0.3604, loss_cls: 3.9075, loss: 3.9075, grad_norm: 4.9910 2020-10-10 22:53:20,695 - mmaction - INFO - Epoch [2][540/1793] lr: 7.500e-03, eta: 1 day, 0:59:42, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.1458, top5_acc: 0.4010, loss_cls: 3.7703, loss: 3.7703, grad_norm: 4.7958 2020-10-10 22:53:40,336 - mmaction - INFO - Epoch [2][560/1793] lr: 7.500e-03, eta: 1 day, 0:58:48, time: 0.985, data_time: 0.008, memory: 10390, top1_acc: 0.1583, top5_acc: 0.3938, loss_cls: 3.8338, loss: 3.8338, grad_norm: 5.1601 2020-10-10 22:53:59,835 - mmaction - INFO - Epoch [2][580/1793] lr: 7.500e-03, eta: 1 day, 0:57:47, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.1646, top5_acc: 0.3948, loss_cls: 3.8495, loss: 3.8495, grad_norm: 5.1668 2020-10-10 22:54:19,360 - mmaction - INFO - Epoch [2][600/1793] lr: 7.500e-03, eta: 1 day, 0:56:47, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.1562, top5_acc: 0.4229, loss_cls: 3.7658, loss: 3.7658, grad_norm: 5.0907 2020-10-10 22:54:39,143 - mmaction - INFO - Epoch [2][620/1793] lr: 7.500e-03, eta: 1 day, 0:55:57, time: 0.989, data_time: 0.008, memory: 10390, top1_acc: 0.1479, top5_acc: 0.4052, loss_cls: 3.8429, loss: 3.8429, grad_norm: 5.2162 2020-10-10 22:54:58,571 - mmaction - INFO - Epoch [2][640/1793] lr: 7.500e-03, eta: 1 day, 0:54:56, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.1646, top5_acc: 0.3917, loss_cls: 3.7966, loss: 3.7966, grad_norm: 5.0802 2020-10-10 22:55:18,377 - mmaction - INFO - Epoch [2][660/1793] lr: 7.500e-03, eta: 1 day, 0:54:09, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.1552, top5_acc: 0.4063, loss_cls: 3.7951, loss: 3.7951, grad_norm: 5.3749 2020-10-10 22:55:38,711 - mmaction - INFO - Epoch [2][680/1793] lr: 7.500e-03, eta: 1 day, 0:53:40, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.1656, top5_acc: 0.4063, loss_cls: 3.7452, loss: 3.7452, grad_norm: 5.1393 2020-10-10 22:55:58,164 - mmaction - INFO - Epoch [2][700/1793] lr: 7.500e-03, eta: 1 day, 0:52:41, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.1625, top5_acc: 0.3875, loss_cls: 3.8227, loss: 3.8227, grad_norm: 5.2687 2020-10-10 22:56:17,964 - mmaction - INFO - Epoch [2][720/1793] lr: 7.500e-03, eta: 1 day, 0:51:54, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.1521, top5_acc: 0.3823, loss_cls: 3.8346, loss: 3.8346, grad_norm: 4.9268 2020-10-10 22:56:38,331 - mmaction - INFO - Epoch [2][740/1793] lr: 7.500e-03, eta: 1 day, 0:51:27, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.1729, top5_acc: 0.3896, loss_cls: 3.8400, loss: 3.8400, grad_norm: 4.9358 2020-10-10 22:56:57,297 - mmaction - INFO - Epoch [2][760/1793] lr: 7.500e-03, eta: 1 day, 0:50:13, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.1667, top5_acc: 0.4156, loss_cls: 3.7319, loss: 3.7319, grad_norm: 5.3453 2020-10-10 22:57:17,516 - mmaction - INFO - Epoch [2][780/1793] lr: 7.500e-03, eta: 1 day, 0:49:41, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.1458, top5_acc: 0.3771, loss_cls: 3.8450, loss: 3.8450, grad_norm: 5.0106 2020-10-10 22:57:37,074 - mmaction - INFO - Epoch [2][800/1793] lr: 7.500e-03, eta: 1 day, 0:48:48, time: 0.979, data_time: 0.008, memory: 10390, top1_acc: 0.1885, top5_acc: 0.4146, loss_cls: 3.6834, loss: 3.6834, grad_norm: 5.2245 2020-10-10 22:57:56,652 - mmaction - INFO - Epoch [2][820/1793] lr: 7.500e-03, eta: 1 day, 0:47:57, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.1677, top5_acc: 0.4021, loss_cls: 3.7446, loss: 3.7446, grad_norm: 5.2564 2020-10-10 22:58:16,806 - mmaction - INFO - Epoch [2][840/1793] lr: 7.500e-03, eta: 1 day, 0:47:24, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.1813, top5_acc: 0.4198, loss_cls: 3.7295, loss: 3.7295, grad_norm: 5.3165 2020-10-10 22:58:36,506 - mmaction - INFO - Epoch [2][860/1793] lr: 7.500e-03, eta: 1 day, 0:46:37, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.1635, top5_acc: 0.3885, loss_cls: 3.8122, loss: 3.8122, grad_norm: 5.6231 2020-10-10 22:58:56,868 - mmaction - INFO - Epoch [2][880/1793] lr: 7.500e-03, eta: 1 day, 0:46:12, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.1802, top5_acc: 0.4302, loss_cls: 3.7425, loss: 3.7425, grad_norm: 5.1600 2020-10-10 22:59:16,234 - mmaction - INFO - Epoch [2][900/1793] lr: 7.500e-03, eta: 1 day, 0:45:12, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.2104, top5_acc: 0.4354, loss_cls: 3.6104, loss: 3.6104, grad_norm: 5.2265 2020-10-10 22:59:35,912 - mmaction - INFO - Epoch [2][920/1793] lr: 7.500e-03, eta: 1 day, 0:44:27, time: 0.987, data_time: 0.008, memory: 10390, top1_acc: 0.1656, top5_acc: 0.4156, loss_cls: 3.6632, loss: 3.6632, grad_norm: 5.4302 2020-10-10 22:59:55,441 - mmaction - INFO - Epoch [2][940/1793] lr: 7.500e-03, eta: 1 day, 0:43:36, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.1750, top5_acc: 0.4229, loss_cls: 3.7628, loss: 3.7628, grad_norm: 5.1497 2020-10-10 23:00:15,918 - mmaction - INFO - Epoch [2][960/1793] lr: 7.500e-03, eta: 1 day, 0:43:12, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.1844, top5_acc: 0.4000, loss_cls: 3.7128, loss: 3.7128, grad_norm: 5.4563 2020-10-10 23:00:38,135 - mmaction - INFO - Epoch [2][980/1793] lr: 7.500e-03, eta: 1 day, 0:43:41, time: 1.103, data_time: 0.017, memory: 10390, top1_acc: 0.1802, top5_acc: 0.4219, loss_cls: 3.6570, loss: 3.6570, grad_norm: 5.5174 2020-10-10 23:00:57,584 - mmaction - INFO - Epoch [2][1000/1793] lr: 7.500e-03, eta: 1 day, 0:42:56, time: 0.986, data_time: 0.029, memory: 10390, top1_acc: 0.1802, top5_acc: 0.4156, loss_cls: 3.7254, loss: 3.7254, grad_norm: 5.4893 2020-10-10 23:01:17,097 - mmaction - INFO - Epoch [2][1020/1793] lr: 7.500e-03, eta: 1 day, 0:42:07, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.1646, top5_acc: 0.4156, loss_cls: 3.6853, loss: 3.6853, grad_norm: 5.4117 2020-10-10 23:01:36,719 - mmaction - INFO - Epoch [2][1040/1793] lr: 7.500e-03, eta: 1 day, 0:41:19, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.1708, top5_acc: 0.4167, loss_cls: 3.7401, loss: 3.7401, grad_norm: 5.4614 2020-10-10 23:01:56,861 - mmaction - INFO - Epoch [2][1060/1793] lr: 7.500e-03, eta: 1 day, 0:40:49, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.1750, top5_acc: 0.4229, loss_cls: 3.6866, loss: 3.6866, grad_norm: 5.3931 2020-10-10 23:02:16,309 - mmaction - INFO - Epoch [2][1080/1793] lr: 7.500e-03, eta: 1 day, 0:39:57, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.1646, top5_acc: 0.4094, loss_cls: 3.7649, loss: 3.7649, grad_norm: 5.5202 2020-10-10 23:02:35,566 - mmaction - INFO - Epoch [2][1100/1793] lr: 7.500e-03, eta: 1 day, 0:39:00, time: 0.962, data_time: 0.007, memory: 10390, top1_acc: 0.1844, top5_acc: 0.4365, loss_cls: 3.6570, loss: 3.6570, grad_norm: 5.5941 2020-10-10 23:02:55,448 - mmaction - INFO - Epoch [2][1120/1793] lr: 7.500e-03, eta: 1 day, 0:38:23, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.1740, top5_acc: 0.4208, loss_cls: 3.7253, loss: 3.7253, grad_norm: 5.2648 2020-10-10 23:03:14,986 - mmaction - INFO - Epoch [2][1140/1793] lr: 7.500e-03, eta: 1 day, 0:37:35, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.1812, top5_acc: 0.4281, loss_cls: 3.6330, loss: 3.6330, grad_norm: 5.1293 2020-10-10 23:03:34,457 - mmaction - INFO - Epoch [2][1160/1793] lr: 7.500e-03, eta: 1 day, 0:36:47, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.2031, top5_acc: 0.4531, loss_cls: 3.6284, loss: 3.6284, grad_norm: 5.5786 2020-10-10 23:03:54,139 - mmaction - INFO - Epoch [2][1180/1793] lr: 7.500e-03, eta: 1 day, 0:36:04, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.1948, top5_acc: 0.4375, loss_cls: 3.6507, loss: 3.6507, grad_norm: 5.3726 2020-10-10 23:04:14,059 - mmaction - INFO - Epoch [2][1200/1793] lr: 7.500e-03, eta: 1 day, 0:35:27, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.1771, top5_acc: 0.4542, loss_cls: 3.6020, loss: 3.6020, grad_norm: 5.2637 2020-10-10 23:04:33,903 - mmaction - INFO - Epoch [2][1220/1793] lr: 7.500e-03, eta: 1 day, 0:34:51, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.1938, top5_acc: 0.4354, loss_cls: 3.6218, loss: 3.6218, grad_norm: 5.7043 2020-10-10 23:04:53,931 - mmaction - INFO - Epoch [2][1240/1793] lr: 7.500e-03, eta: 1 day, 0:34:19, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.1781, top5_acc: 0.4271, loss_cls: 3.6927, loss: 3.6927, grad_norm: 5.4015 2020-10-10 23:05:13,399 - mmaction - INFO - Epoch [2][1260/1793] lr: 7.500e-03, eta: 1 day, 0:33:31, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.1833, top5_acc: 0.4250, loss_cls: 3.6384, loss: 3.6384, grad_norm: 5.4505 2020-10-10 23:05:33,007 - mmaction - INFO - Epoch [2][1280/1793] lr: 7.500e-03, eta: 1 day, 0:32:49, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.1875, top5_acc: 0.4542, loss_cls: 3.5499, loss: 3.5499, grad_norm: 5.4280 2020-10-10 23:05:52,734 - mmaction - INFO - Epoch [2][1300/1793] lr: 7.500e-03, eta: 1 day, 0:32:09, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.2240, top5_acc: 0.4719, loss_cls: 3.4727, loss: 3.4727, grad_norm: 5.6030 2020-10-10 23:06:12,348 - mmaction - INFO - Epoch [2][1320/1793] lr: 7.500e-03, eta: 1 day, 0:31:25, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.2104, top5_acc: 0.4688, loss_cls: 3.5107, loss: 3.5107, grad_norm: 5.6004 2020-10-10 23:06:31,775 - mmaction - INFO - Epoch [2][1340/1793] lr: 7.500e-03, eta: 1 day, 0:30:38, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.1979, top5_acc: 0.4469, loss_cls: 3.5845, loss: 3.5845, grad_norm: 5.3463 2020-10-10 23:06:51,401 - mmaction - INFO - Epoch [2][1360/1793] lr: 7.500e-03, eta: 1 day, 0:29:57, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.1792, top5_acc: 0.4281, loss_cls: 3.6312, loss: 3.6312, grad_norm: 5.5965 2020-10-10 23:07:10,964 - mmaction - INFO - Epoch [2][1380/1793] lr: 7.500e-03, eta: 1 day, 0:29:13, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.2052, top5_acc: 0.4500, loss_cls: 3.5333, loss: 3.5333, grad_norm: 5.6662 2020-10-10 23:07:30,936 - mmaction - INFO - Epoch [2][1400/1793] lr: 7.500e-03, eta: 1 day, 0:28:42, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.2302, top5_acc: 0.4885, loss_cls: 3.4667, loss: 3.4667, grad_norm: 5.8497 2020-10-10 23:07:50,136 - mmaction - INFO - Epoch [2][1420/1793] lr: 7.500e-03, eta: 1 day, 0:27:50, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.1844, top5_acc: 0.4417, loss_cls: 3.6190, loss: 3.6190, grad_norm: 5.6086 2020-10-10 23:08:09,568 - mmaction - INFO - Epoch [2][1440/1793] lr: 7.500e-03, eta: 1 day, 0:27:03, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.2010, top5_acc: 0.4385, loss_cls: 3.6376, loss: 3.6376, grad_norm: 5.6169 2020-10-10 23:08:29,229 - mmaction - INFO - Epoch [2][1460/1793] lr: 7.500e-03, eta: 1 day, 0:26:26, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.2260, top5_acc: 0.4615, loss_cls: 3.4876, loss: 3.4876, grad_norm: 5.4360 2020-10-10 23:08:48,667 - mmaction - INFO - Epoch [2][1480/1793] lr: 7.500e-03, eta: 1 day, 0:25:40, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.2052, top5_acc: 0.4531, loss_cls: 3.6431, loss: 3.6431, grad_norm: 5.6336 2020-10-10 23:09:08,667 - mmaction - INFO - Epoch [2][1500/1793] lr: 7.500e-03, eta: 1 day, 0:25:11, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.2250, top5_acc: 0.4792, loss_cls: 3.5181, loss: 3.5181, grad_norm: 5.7120 2020-10-10 23:09:27,909 - mmaction - INFO - Epoch [2][1520/1793] lr: 7.500e-03, eta: 1 day, 0:24:21, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.2208, top5_acc: 0.4479, loss_cls: 3.4915, loss: 3.4915, grad_norm: 5.7651 2020-10-10 23:09:47,421 - mmaction - INFO - Epoch [2][1540/1793] lr: 7.500e-03, eta: 1 day, 0:23:39, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.1948, top5_acc: 0.4667, loss_cls: 3.5415, loss: 3.5415, grad_norm: 5.6497 2020-10-10 23:10:06,959 - mmaction - INFO - Epoch [2][1560/1793] lr: 7.500e-03, eta: 1 day, 0:22:58, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.2031, top5_acc: 0.4500, loss_cls: 3.6289, loss: 3.6289, grad_norm: 5.5899 2020-10-10 23:10:27,203 - mmaction - INFO - Epoch [2][1580/1793] lr: 7.500e-03, eta: 1 day, 0:22:35, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.2083, top5_acc: 0.4938, loss_cls: 3.5271, loss: 3.5271, grad_norm: 5.4908 2020-10-10 23:10:47,105 - mmaction - INFO - Epoch [2][1600/1793] lr: 7.500e-03, eta: 1 day, 0:22:02, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.1990, top5_acc: 0.4510, loss_cls: 3.5815, loss: 3.5815, grad_norm: 5.5898 2020-10-10 23:11:06,794 - mmaction - INFO - Epoch [2][1620/1793] lr: 7.500e-03, eta: 1 day, 0:21:27, time: 0.987, data_time: 0.008, memory: 10390, top1_acc: 0.2219, top5_acc: 0.4563, loss_cls: 3.5144, loss: 3.5144, grad_norm: 5.4106 2020-10-10 23:11:26,352 - mmaction - INFO - Epoch [2][1640/1793] lr: 7.500e-03, eta: 1 day, 0:20:46, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.2177, top5_acc: 0.4813, loss_cls: 3.4424, loss: 3.4424, grad_norm: 5.6564 2020-10-10 23:11:46,272 - mmaction - INFO - Epoch [2][1660/1793] lr: 7.500e-03, eta: 1 day, 0:20:16, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.2115, top5_acc: 0.4333, loss_cls: 3.5675, loss: 3.5675, grad_norm: 5.5541 2020-10-10 23:12:05,827 - mmaction - INFO - Epoch [2][1680/1793] lr: 7.500e-03, eta: 1 day, 0:19:34, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.2167, top5_acc: 0.4625, loss_cls: 3.5124, loss: 3.5124, grad_norm: 5.6118 2020-10-10 23:12:25,742 - mmaction - INFO - Epoch [2][1700/1793] lr: 7.500e-03, eta: 1 day, 0:19:06, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.2146, top5_acc: 0.4719, loss_cls: 3.4672, loss: 3.4672, grad_norm: 5.5887 2020-10-10 23:12:44,975 - mmaction - INFO - Epoch [2][1720/1793] lr: 7.500e-03, eta: 1 day, 0:18:18, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.1990, top5_acc: 0.4250, loss_cls: 3.6010, loss: 3.6010, grad_norm: 5.5737 2020-10-10 23:13:04,748 - mmaction - INFO - Epoch [2][1740/1793] lr: 7.500e-03, eta: 1 day, 0:17:45, time: 0.990, data_time: 0.009, memory: 10390, top1_acc: 0.2229, top5_acc: 0.4740, loss_cls: 3.4934, loss: 3.4934, grad_norm: 5.4104 2020-10-10 23:13:24,269 - mmaction - INFO - Epoch [2][1760/1793] lr: 7.500e-03, eta: 1 day, 0:17:04, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.2146, top5_acc: 0.4990, loss_cls: 3.4091, loss: 3.4091, grad_norm: 5.8364 2020-10-10 23:13:43,943 - mmaction - INFO - Epoch [2][1780/1793] lr: 7.500e-03, eta: 1 day, 0:16:30, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.2104, top5_acc: 0.4646, loss_cls: 3.5065, loss: 3.5065, grad_norm: 5.7296 2020-10-10 23:13:56,076 - mmaction - INFO - Saving checkpoint at 2 epochs 2020-10-10 23:14:25,557 - mmaction - INFO - Epoch [3][20/1793] lr: 7.500e-03, eta: 1 day, 0:13:45, time: 1.401, data_time: 0.513, memory: 10390, top1_acc: 0.2188, top5_acc: 0.4760, loss_cls: 3.4493, loss: 3.4493, grad_norm: 5.7257 2020-10-10 23:14:43,841 - mmaction - INFO - Epoch [3][40/1793] lr: 7.500e-03, eta: 1 day, 0:12:40, time: 0.918, data_time: 0.006, memory: 10390, top1_acc: 0.2448, top5_acc: 0.5083, loss_cls: 3.3475, loss: 3.3475, grad_norm: 5.4687 2020-10-10 23:15:03,318 - mmaction - INFO - Epoch [3][60/1793] lr: 7.500e-03, eta: 1 day, 0:11:59, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.2438, top5_acc: 0.5052, loss_cls: 3.3331, loss: 3.3331, grad_norm: 5.8063 2020-10-10 23:15:22,678 - mmaction - INFO - Epoch [3][80/1793] lr: 7.500e-03, eta: 1 day, 0:11:20, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.2229, top5_acc: 0.4656, loss_cls: 3.4441, loss: 3.4441, grad_norm: 5.9123 2020-10-10 23:15:43,041 - mmaction - INFO - Epoch [3][100/1793] lr: 7.500e-03, eta: 1 day, 0:11:01, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.2198, top5_acc: 0.5031, loss_cls: 3.3941, loss: 3.3941, grad_norm: 5.7294 2020-10-10 23:16:02,293 - mmaction - INFO - Epoch [3][120/1793] lr: 7.500e-03, eta: 1 day, 0:10:18, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.2323, top5_acc: 0.4823, loss_cls: 3.3835, loss: 3.3835, grad_norm: 5.5833 2020-10-10 23:16:21,608 - mmaction - INFO - Epoch [3][140/1793] lr: 7.500e-03, eta: 1 day, 0:09:36, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.2271, top5_acc: 0.5010, loss_cls: 3.3640, loss: 3.3640, grad_norm: 5.9817 2020-10-10 23:16:41,076 - mmaction - INFO - Epoch [3][160/1793] lr: 7.500e-03, eta: 1 day, 0:08:58, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.2510, top5_acc: 0.4917, loss_cls: 3.3141, loss: 3.3141, grad_norm: 5.8835 2020-10-10 23:17:01,270 - mmaction - INFO - Epoch [3][180/1793] lr: 7.500e-03, eta: 1 day, 0:08:37, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.2292, top5_acc: 0.4969, loss_cls: 3.3853, loss: 3.3853, grad_norm: 5.6674 2020-10-10 23:17:21,443 - mmaction - INFO - Epoch [3][200/1793] lr: 7.500e-03, eta: 1 day, 0:08:14, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.2490, top5_acc: 0.5094, loss_cls: 3.3610, loss: 3.3610, grad_norm: 5.8652 2020-10-10 23:17:40,496 - mmaction - INFO - Epoch [3][220/1793] lr: 7.500e-03, eta: 1 day, 0:07:28, time: 0.956, data_time: 0.008, memory: 10390, top1_acc: 0.2396, top5_acc: 0.5042, loss_cls: 3.3696, loss: 3.3696, grad_norm: 5.8060 2020-10-10 23:18:01,007 - mmaction - INFO - Epoch [3][240/1793] lr: 7.500e-03, eta: 1 day, 0:07:14, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.2406, top5_acc: 0.4833, loss_cls: 3.3717, loss: 3.3717, grad_norm: 5.7067 2020-10-10 23:18:20,005 - mmaction - INFO - Epoch [3][260/1793] lr: 7.500e-03, eta: 1 day, 0:06:26, time: 0.949, data_time: 0.006, memory: 10390, top1_acc: 0.2323, top5_acc: 0.4813, loss_cls: 3.4381, loss: 3.4381, grad_norm: 5.6039 2020-10-10 23:18:40,717 - mmaction - INFO - Epoch [3][280/1793] lr: 7.500e-03, eta: 1 day, 0:06:17, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.2385, top5_acc: 0.5115, loss_cls: 3.3082, loss: 3.3082, grad_norm: 5.8484 2020-10-10 23:19:00,597 - mmaction - INFO - Epoch [3][300/1793] lr: 7.500e-03, eta: 1 day, 0:05:49, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.2625, top5_acc: 0.5292, loss_cls: 3.2434, loss: 3.2434, grad_norm: 5.8366 2020-10-10 23:19:20,846 - mmaction - INFO - Epoch [3][320/1793] lr: 7.500e-03, eta: 1 day, 0:05:29, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.2458, top5_acc: 0.5250, loss_cls: 3.2309, loss: 3.2309, grad_norm: 5.8862 2020-10-10 23:19:40,311 - mmaction - INFO - Epoch [3][340/1793] lr: 7.500e-03, eta: 1 day, 0:04:52, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.2260, top5_acc: 0.5073, loss_cls: 3.3518, loss: 3.3518, grad_norm: 5.9869 2020-10-10 23:19:59,812 - mmaction - INFO - Epoch [3][360/1793] lr: 7.500e-03, eta: 1 day, 0:04:16, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.2448, top5_acc: 0.5135, loss_cls: 3.3083, loss: 3.3083, grad_norm: 5.9408 2020-10-10 23:20:20,214 - mmaction - INFO - Epoch [3][380/1793] lr: 7.500e-03, eta: 1 day, 0:03:58, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.2323, top5_acc: 0.4927, loss_cls: 3.3539, loss: 3.3539, grad_norm: 5.8563 2020-10-10 23:20:40,511 - mmaction - INFO - Epoch [3][400/1793] lr: 7.500e-03, eta: 1 day, 0:03:41, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.2583, top5_acc: 0.5135, loss_cls: 3.2783, loss: 3.2783, grad_norm: 5.9627 2020-10-10 23:21:00,027 - mmaction - INFO - Epoch [3][420/1793] lr: 7.500e-03, eta: 1 day, 0:03:06, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.2385, top5_acc: 0.5010, loss_cls: 3.3406, loss: 3.3406, grad_norm: 5.9013 2020-10-10 23:21:20,105 - mmaction - INFO - Epoch [3][440/1793] lr: 7.500e-03, eta: 1 day, 0:02:42, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.2250, top5_acc: 0.5073, loss_cls: 3.4065, loss: 3.4065, grad_norm: 5.7166 2020-10-10 23:21:39,641 - mmaction - INFO - Epoch [3][460/1793] lr: 7.500e-03, eta: 1 day, 0:02:08, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.2333, top5_acc: 0.5281, loss_cls: 3.3294, loss: 3.3294, grad_norm: 5.9634 2020-10-10 23:21:59,382 - mmaction - INFO - Epoch [3][480/1793] lr: 7.500e-03, eta: 1 day, 0:01:38, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.2635, top5_acc: 0.5156, loss_cls: 3.2549, loss: 3.2549, grad_norm: 6.2501 2020-10-10 23:22:19,304 - mmaction - INFO - Epoch [3][500/1793] lr: 7.500e-03, eta: 1 day, 0:01:11, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.2385, top5_acc: 0.5333, loss_cls: 3.3085, loss: 3.3085, grad_norm: 5.7851 2020-10-10 23:22:38,521 - mmaction - INFO - Epoch [3][520/1793] lr: 7.500e-03, eta: 1 day, 0:00:30, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.2542, top5_acc: 0.5042, loss_cls: 3.3343, loss: 3.3343, grad_norm: 5.9043 2020-10-10 23:22:58,231 - mmaction - INFO - Epoch [3][540/1793] lr: 7.500e-03, eta: 1 day, 0:00:00, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.2396, top5_acc: 0.5365, loss_cls: 3.1844, loss: 3.1844, grad_norm: 5.9386 2020-10-10 23:23:17,622 - mmaction - INFO - Epoch [3][560/1793] lr: 7.500e-03, eta: 23:59:23, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.2552, top5_acc: 0.5073, loss_cls: 3.3029, loss: 3.3029, grad_norm: 5.8781 2020-10-10 23:23:37,522 - mmaction - INFO - Epoch [3][580/1793] lr: 7.500e-03, eta: 23:58:57, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.2438, top5_acc: 0.4927, loss_cls: 3.3760, loss: 3.3760, grad_norm: 5.6775 2020-10-10 23:23:56,767 - mmaction - INFO - Epoch [3][600/1793] lr: 7.500e-03, eta: 23:58:16, time: 0.960, data_time: 0.003, memory: 10390, top1_acc: 0.2240, top5_acc: 0.5146, loss_cls: 3.3456, loss: 3.3456, grad_norm: 5.8162 2020-10-10 23:24:16,548 - mmaction - INFO - Epoch [3][620/1793] lr: 7.500e-03, eta: 23:57:47, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.2458, top5_acc: 0.5198, loss_cls: 3.2771, loss: 3.2771, grad_norm: 5.7743 2020-10-10 23:24:35,664 - mmaction - INFO - Epoch [3][640/1793] lr: 7.500e-03, eta: 23:57:06, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.2354, top5_acc: 0.4979, loss_cls: 3.3451, loss: 3.3451, grad_norm: 5.6192 2020-10-10 23:24:56,016 - mmaction - INFO - Epoch [3][660/1793] lr: 7.500e-03, eta: 23:56:49, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.2510, top5_acc: 0.5188, loss_cls: 3.3124, loss: 3.3124, grad_norm: 6.1212 2020-10-10 23:25:15,201 - mmaction - INFO - Epoch [3][680/1793] lr: 7.500e-03, eta: 23:56:08, time: 0.957, data_time: 0.004, memory: 10390, top1_acc: 0.2615, top5_acc: 0.5427, loss_cls: 3.2546, loss: 3.2546, grad_norm: 5.8740 2020-10-10 23:25:34,855 - mmaction - INFO - Epoch [3][700/1793] lr: 7.500e-03, eta: 23:55:38, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.2427, top5_acc: 0.5135, loss_cls: 3.2851, loss: 3.2851, grad_norm: 6.0219 2020-10-10 23:25:54,764 - mmaction - INFO - Epoch [3][720/1793] lr: 7.500e-03, eta: 23:55:13, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.2208, top5_acc: 0.5281, loss_cls: 3.2665, loss: 3.2665, grad_norm: 5.8875 2020-10-10 23:26:14,259 - mmaction - INFO - Epoch [3][740/1793] lr: 7.500e-03, eta: 23:54:39, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.2729, top5_acc: 0.5646, loss_cls: 3.1266, loss: 3.1266, grad_norm: 5.8369 2020-10-10 23:26:33,925 - mmaction - INFO - Epoch [3][760/1793] lr: 7.500e-03, eta: 23:54:09, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.2479, top5_acc: 0.5323, loss_cls: 3.2701, loss: 3.2701, grad_norm: 6.1680 2020-10-10 23:26:53,369 - mmaction - INFO - Epoch [3][780/1793] lr: 7.500e-03, eta: 23:53:34, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.2604, top5_acc: 0.5208, loss_cls: 3.2290, loss: 3.2290, grad_norm: 5.8783 2020-10-10 23:27:13,282 - mmaction - INFO - Epoch [3][800/1793] lr: 7.500e-03, eta: 23:53:09, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.2448, top5_acc: 0.5104, loss_cls: 3.3165, loss: 3.3165, grad_norm: 5.5891 2020-10-10 23:27:32,729 - mmaction - INFO - Epoch [3][820/1793] lr: 7.500e-03, eta: 23:52:35, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.2260, top5_acc: 0.5104, loss_cls: 3.3387, loss: 3.3387, grad_norm: 6.0203 2020-10-10 23:27:52,268 - mmaction - INFO - Epoch [3][840/1793] lr: 7.500e-03, eta: 23:52:03, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.2583, top5_acc: 0.5396, loss_cls: 3.2173, loss: 3.2173, grad_norm: 6.0332 2020-10-10 23:28:11,658 - mmaction - INFO - Epoch [3][860/1793] lr: 7.500e-03, eta: 23:51:27, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.2563, top5_acc: 0.5313, loss_cls: 3.2515, loss: 3.2515, grad_norm: 5.9022 2020-10-10 23:28:30,921 - mmaction - INFO - Epoch [3][880/1793] lr: 7.500e-03, eta: 23:50:50, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.2667, top5_acc: 0.5500, loss_cls: 3.1895, loss: 3.1895, grad_norm: 6.0302 2020-10-10 23:28:50,444 - mmaction - INFO - Epoch [3][900/1793] lr: 7.500e-03, eta: 23:50:18, time: 0.977, data_time: 0.004, memory: 10390, top1_acc: 0.2531, top5_acc: 0.5229, loss_cls: 3.2892, loss: 3.2892, grad_norm: 6.0196 2020-10-10 23:29:10,229 - mmaction - INFO - Epoch [3][920/1793] lr: 7.500e-03, eta: 23:49:51, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.2573, top5_acc: 0.5406, loss_cls: 3.2411, loss: 3.2411, grad_norm: 6.0264 2020-10-10 23:29:30,087 - mmaction - INFO - Epoch [3][940/1793] lr: 7.500e-03, eta: 23:49:25, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.2573, top5_acc: 0.5292, loss_cls: 3.2929, loss: 3.2929, grad_norm: 6.0243 2020-10-10 23:29:49,503 - mmaction - INFO - Epoch [3][960/1793] lr: 7.500e-03, eta: 23:48:51, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.2594, top5_acc: 0.5323, loss_cls: 3.1950, loss: 3.1950, grad_norm: 5.9176 2020-10-10 23:30:08,618 - mmaction - INFO - Epoch [3][980/1793] lr: 7.500e-03, eta: 23:48:12, time: 0.957, data_time: 0.006, memory: 10390, top1_acc: 0.2531, top5_acc: 0.5260, loss_cls: 3.3428, loss: 3.3428, grad_norm: 6.1304 2020-10-10 23:30:28,859 - mmaction - INFO - Epoch [3][1000/1793] lr: 7.500e-03, eta: 23:47:53, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.2635, top5_acc: 0.4979, loss_cls: 3.2677, loss: 3.2677, grad_norm: 6.0745 2020-10-10 23:30:48,716 - mmaction - INFO - Epoch [3][1020/1793] lr: 7.500e-03, eta: 23:47:28, time: 0.992, data_time: 0.008, memory: 10390, top1_acc: 0.2490, top5_acc: 0.5115, loss_cls: 3.3469, loss: 3.3469, grad_norm: 6.0899 2020-10-10 23:31:08,066 - mmaction - INFO - Epoch [3][1040/1793] lr: 7.500e-03, eta: 23:46:54, time: 0.969, data_time: 0.006, memory: 10390, top1_acc: 0.2354, top5_acc: 0.4865, loss_cls: 3.3374, loss: 3.3374, grad_norm: 6.2497 2020-10-10 23:31:27,504 - mmaction - INFO - Epoch [3][1060/1793] lr: 7.500e-03, eta: 23:46:20, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.2479, top5_acc: 0.5448, loss_cls: 3.2060, loss: 3.2060, grad_norm: 5.8306 2020-10-10 23:31:46,851 - mmaction - INFO - Epoch [3][1080/1793] lr: 7.500e-03, eta: 23:45:46, time: 0.969, data_time: 0.008, memory: 10390, top1_acc: 0.2792, top5_acc: 0.5396, loss_cls: 3.1707, loss: 3.1707, grad_norm: 5.7977 2020-10-10 23:32:06,389 - mmaction - INFO - Epoch [3][1100/1793] lr: 7.500e-03, eta: 23:45:14, time: 0.976, data_time: 0.008, memory: 10390, top1_acc: 0.2719, top5_acc: 0.5656, loss_cls: 3.0988, loss: 3.0988, grad_norm: 5.9585 2020-10-10 23:32:26,031 - mmaction - INFO - Epoch [3][1120/1793] lr: 7.500e-03, eta: 23:44:46, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.2708, top5_acc: 0.5437, loss_cls: 3.1567, loss: 3.1567, grad_norm: 6.3229 2020-10-10 23:32:45,560 - mmaction - INFO - Epoch [3][1140/1793] lr: 7.500e-03, eta: 23:44:15, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.2406, top5_acc: 0.5083, loss_cls: 3.3366, loss: 3.3366, grad_norm: 5.9041 2020-10-10 23:33:05,602 - mmaction - INFO - Epoch [3][1160/1793] lr: 7.500e-03, eta: 23:43:54, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.2771, top5_acc: 0.5573, loss_cls: 3.1410, loss: 3.1410, grad_norm: 6.2258 2020-10-10 23:33:25,060 - mmaction - INFO - Epoch [3][1180/1793] lr: 7.500e-03, eta: 23:43:20, time: 0.970, data_time: 0.007, memory: 10390, top1_acc: 0.2417, top5_acc: 0.5323, loss_cls: 3.2511, loss: 3.2511, grad_norm: 6.0487 2020-10-10 23:33:44,569 - mmaction - INFO - Epoch [3][1200/1793] lr: 7.500e-03, eta: 23:42:51, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.2708, top5_acc: 0.5750, loss_cls: 3.0714, loss: 3.0714, grad_norm: 6.2818 2020-10-10 23:34:04,318 - mmaction - INFO - Epoch [3][1220/1793] lr: 7.500e-03, eta: 23:42:24, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.2719, top5_acc: 0.5396, loss_cls: 3.2208, loss: 3.2208, grad_norm: 5.9335 2020-10-10 23:34:23,906 - mmaction - INFO - Epoch [3][1240/1793] lr: 7.500e-03, eta: 23:41:54, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.2625, top5_acc: 0.5521, loss_cls: 3.1522, loss: 3.1522, grad_norm: 6.1002 2020-10-10 23:34:43,594 - mmaction - INFO - Epoch [3][1260/1793] lr: 7.500e-03, eta: 23:41:27, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.2750, top5_acc: 0.5427, loss_cls: 3.1533, loss: 3.1533, grad_norm: 5.7440 2020-10-10 23:35:02,487 - mmaction - INFO - Epoch [3][1280/1793] lr: 7.500e-03, eta: 23:40:46, time: 0.945, data_time: 0.003, memory: 10390, top1_acc: 0.2615, top5_acc: 0.5479, loss_cls: 3.1801, loss: 3.1801, grad_norm: 6.0251 2020-10-10 23:35:22,938 - mmaction - INFO - Epoch [3][1300/1793] lr: 7.500e-03, eta: 23:40:32, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.2698, top5_acc: 0.5323, loss_cls: 3.1698, loss: 3.1698, grad_norm: 6.2630 2020-10-10 23:35:42,037 - mmaction - INFO - Epoch [3][1320/1793] lr: 7.500e-03, eta: 23:39:54, time: 0.954, data_time: 0.006, memory: 10390, top1_acc: 0.2438, top5_acc: 0.5510, loss_cls: 3.1456, loss: 3.1456, grad_norm: 5.7399 2020-10-10 23:36:02,121 - mmaction - INFO - Epoch [3][1340/1793] lr: 7.500e-03, eta: 23:39:33, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.2792, top5_acc: 0.5635, loss_cls: 3.1183, loss: 3.1183, grad_norm: 5.9516 2020-10-10 23:36:22,052 - mmaction - INFO - Epoch [3][1360/1793] lr: 7.500e-03, eta: 23:39:09, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.2854, top5_acc: 0.5635, loss_cls: 3.0830, loss: 3.0830, grad_norm: 6.2568 2020-10-10 23:36:42,298 - mmaction - INFO - Epoch [3][1380/1793] lr: 7.500e-03, eta: 23:38:53, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.2292, top5_acc: 0.5073, loss_cls: 3.3407, loss: 3.3407, grad_norm: 5.9974 2020-10-10 23:37:01,559 - mmaction - INFO - Epoch [3][1400/1793] lr: 7.500e-03, eta: 23:38:18, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.2604, top5_acc: 0.5135, loss_cls: 3.2148, loss: 3.2148, grad_norm: 5.5509 2020-10-10 23:37:21,778 - mmaction - INFO - Epoch [3][1420/1793] lr: 7.500e-03, eta: 23:37:59, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.2573, top5_acc: 0.5677, loss_cls: 3.1427, loss: 3.1427, grad_norm: 6.1449 2020-10-10 23:37:41,438 - mmaction - INFO - Epoch [3][1440/1793] lr: 7.500e-03, eta: 23:37:32, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.2750, top5_acc: 0.5490, loss_cls: 3.1401, loss: 3.1401, grad_norm: 6.1246 2020-10-10 23:38:00,841 - mmaction - INFO - Epoch [3][1460/1793] lr: 7.500e-03, eta: 23:37:00, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.2979, top5_acc: 0.5719, loss_cls: 3.0912, loss: 3.0912, grad_norm: 6.3189 2020-10-10 23:38:20,136 - mmaction - INFO - Epoch [3][1480/1793] lr: 7.500e-03, eta: 23:36:26, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.2521, top5_acc: 0.5531, loss_cls: 3.1559, loss: 3.1559, grad_norm: 6.0834 2020-10-10 23:38:39,447 - mmaction - INFO - Epoch [3][1500/1793] lr: 7.500e-03, eta: 23:35:54, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.2688, top5_acc: 0.5615, loss_cls: 3.0800, loss: 3.0800, grad_norm: 6.1355 2020-10-10 23:38:58,883 - mmaction - INFO - Epoch [3][1520/1793] lr: 7.500e-03, eta: 23:35:23, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5698, loss_cls: 3.0728, loss: 3.0728, grad_norm: 5.8119 2020-10-10 23:39:18,436 - mmaction - INFO - Epoch [3][1540/1793] lr: 7.500e-03, eta: 23:34:53, time: 0.976, data_time: 0.004, memory: 10390, top1_acc: 0.2802, top5_acc: 0.5542, loss_cls: 3.0937, loss: 3.0937, grad_norm: 6.2923 2020-10-10 23:39:37,831 - mmaction - INFO - Epoch [3][1560/1793] lr: 7.500e-03, eta: 23:34:23, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.2958, top5_acc: 0.5615, loss_cls: 3.0690, loss: 3.0690, grad_norm: 6.1025 2020-10-10 23:39:57,691 - mmaction - INFO - Epoch [3][1580/1793] lr: 7.500e-03, eta: 23:33:59, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3083, top5_acc: 0.5635, loss_cls: 3.0777, loss: 3.0777, grad_norm: 6.1236 2020-10-10 23:40:17,984 - mmaction - INFO - Epoch [3][1600/1793] lr: 7.500e-03, eta: 23:33:41, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.2708, top5_acc: 0.5448, loss_cls: 3.1509, loss: 3.1509, grad_norm: 6.0375 2020-10-10 23:40:37,252 - mmaction - INFO - Epoch [3][1620/1793] lr: 7.500e-03, eta: 23:33:09, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5781, loss_cls: 3.0031, loss: 3.0031, grad_norm: 6.1893 2020-10-10 23:40:56,935 - mmaction - INFO - Epoch [3][1640/1793] lr: 7.500e-03, eta: 23:32:42, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.2740, top5_acc: 0.5573, loss_cls: 3.1157, loss: 3.1157, grad_norm: 6.5944 2020-10-10 23:41:16,808 - mmaction - INFO - Epoch [3][1660/1793] lr: 7.500e-03, eta: 23:32:19, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.2615, top5_acc: 0.5260, loss_cls: 3.1939, loss: 3.1939, grad_norm: 5.7566 2020-10-10 23:41:37,054 - mmaction - INFO - Epoch [3][1680/1793] lr: 7.500e-03, eta: 23:32:01, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.2896, top5_acc: 0.6073, loss_cls: 3.0061, loss: 3.0061, grad_norm: 6.1878 2020-10-10 23:41:56,251 - mmaction - INFO - Epoch [3][1700/1793] lr: 7.500e-03, eta: 23:31:27, time: 0.959, data_time: 0.002, memory: 10390, top1_acc: 0.2760, top5_acc: 0.5750, loss_cls: 3.0772, loss: 3.0772, grad_norm: 6.0952 2020-10-10 23:42:15,725 - mmaction - INFO - Epoch [3][1720/1793] lr: 7.500e-03, eta: 23:30:57, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.2760, top5_acc: 0.5438, loss_cls: 3.1323, loss: 3.1323, grad_norm: 6.0662 2020-10-10 23:42:36,142 - mmaction - INFO - Epoch [3][1740/1793] lr: 7.500e-03, eta: 23:30:43, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.2750, top5_acc: 0.5594, loss_cls: 3.0515, loss: 3.0515, grad_norm: 5.9303 2020-10-10 23:42:55,164 - mmaction - INFO - Epoch [3][1760/1793] lr: 7.500e-03, eta: 23:30:06, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.2656, top5_acc: 0.5698, loss_cls: 3.1303, loss: 3.1303, grad_norm: 6.0167 2020-10-10 23:43:14,850 - mmaction - INFO - Epoch [3][1780/1793] lr: 7.500e-03, eta: 23:29:40, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5750, loss_cls: 3.0131, loss: 3.0131, grad_norm: 6.1279 2020-10-10 23:43:27,045 - mmaction - INFO - Saving checkpoint at 3 epochs 2020-10-10 23:43:54,400 - mmaction - INFO - Epoch [4][20/1793] lr: 7.500e-03, eta: 23:27:10, time: 1.282, data_time: 0.391, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6021, loss_cls: 2.9452, loss: 2.9452, grad_norm: 6.1092 2020-10-10 23:44:13,737 - mmaction - INFO - Epoch [4][40/1793] lr: 7.500e-03, eta: 23:26:39, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.3021, top5_acc: 0.5885, loss_cls: 3.0127, loss: 3.0127, grad_norm: 6.3410 2020-10-10 23:44:33,858 - mmaction - INFO - Epoch [4][60/1793] lr: 7.500e-03, eta: 23:26:20, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.2688, top5_acc: 0.5563, loss_cls: 3.1006, loss: 3.1006, grad_norm: 6.2586 2020-10-10 23:44:53,821 - mmaction - INFO - Epoch [4][80/1793] lr: 7.500e-03, eta: 23:25:59, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.2823, top5_acc: 0.5542, loss_cls: 3.0628, loss: 3.0628, grad_norm: 6.3509 2020-10-10 23:45:13,697 - mmaction - INFO - Epoch [4][100/1793] lr: 7.500e-03, eta: 23:25:36, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5792, loss_cls: 2.9506, loss: 2.9506, grad_norm: 5.9925 2020-10-10 23:45:33,551 - mmaction - INFO - Epoch [4][120/1793] lr: 7.500e-03, eta: 23:25:14, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.2938, top5_acc: 0.5729, loss_cls: 3.0496, loss: 3.0496, grad_norm: 6.2980 2020-10-10 23:45:53,605 - mmaction - INFO - Epoch [4][140/1793] lr: 7.500e-03, eta: 23:24:54, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.3042, top5_acc: 0.6021, loss_cls: 2.9137, loss: 2.9137, grad_norm: 6.4444 2020-10-10 23:46:13,390 - mmaction - INFO - Epoch [4][160/1793] lr: 7.500e-03, eta: 23:24:29, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.2687, top5_acc: 0.5521, loss_cls: 3.1136, loss: 3.1136, grad_norm: 6.3094 2020-10-10 23:46:32,791 - mmaction - INFO - Epoch [4][180/1793] lr: 7.500e-03, eta: 23:24:00, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.3250, top5_acc: 0.5990, loss_cls: 2.8886, loss: 2.8886, grad_norm: 6.3611 2020-10-10 23:46:52,255 - mmaction - INFO - Epoch [4][200/1793] lr: 7.500e-03, eta: 23:23:32, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.3021, top5_acc: 0.5646, loss_cls: 3.0104, loss: 3.0104, grad_norm: 6.0252 2020-10-10 23:47:11,784 - mmaction - INFO - Epoch [4][220/1793] lr: 7.500e-03, eta: 23:23:03, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.2844, top5_acc: 0.5677, loss_cls: 2.9916, loss: 2.9916, grad_norm: 6.3390 2020-10-10 23:47:31,404 - mmaction - INFO - Epoch [4][240/1793] lr: 7.500e-03, eta: 23:22:38, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.3281, top5_acc: 0.6135, loss_cls: 2.8380, loss: 2.8380, grad_norm: 6.3238 2020-10-10 23:47:51,044 - mmaction - INFO - Epoch [4][260/1793] lr: 7.500e-03, eta: 23:22:12, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.2927, top5_acc: 0.5854, loss_cls: 3.0263, loss: 3.0263, grad_norm: 6.5370 2020-10-10 23:48:10,994 - mmaction - INFO - Epoch [4][280/1793] lr: 7.500e-03, eta: 23:21:50, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.3167, top5_acc: 0.5990, loss_cls: 2.9215, loss: 2.9215, grad_norm: 6.5872 2020-10-10 23:48:30,823 - mmaction - INFO - Epoch [4][300/1793] lr: 7.500e-03, eta: 23:21:28, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5792, loss_cls: 2.9905, loss: 2.9905, grad_norm: 6.0801 2020-10-10 23:48:50,638 - mmaction - INFO - Epoch [4][320/1793] lr: 7.500e-03, eta: 23:21:04, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5740, loss_cls: 3.0272, loss: 3.0272, grad_norm: 6.3271 2020-10-10 23:49:10,447 - mmaction - INFO - Epoch [4][340/1793] lr: 7.500e-03, eta: 23:20:41, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.3000, top5_acc: 0.5792, loss_cls: 3.0278, loss: 3.0278, grad_norm: 6.0995 2020-10-10 23:49:29,718 - mmaction - INFO - Epoch [4][360/1793] lr: 7.500e-03, eta: 23:20:10, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.3031, top5_acc: 0.5917, loss_cls: 2.9735, loss: 2.9735, grad_norm: 6.3131 2020-10-10 23:49:50,145 - mmaction - INFO - Epoch [4][380/1793] lr: 7.500e-03, eta: 23:19:56, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.2969, top5_acc: 0.5875, loss_cls: 2.9979, loss: 2.9979, grad_norm: 6.2771 2020-10-10 23:50:09,739 - mmaction - INFO - Epoch [4][400/1793] lr: 7.500e-03, eta: 23:19:30, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.2865, top5_acc: 0.5469, loss_cls: 3.1072, loss: 3.1072, grad_norm: 6.2474 2020-10-10 23:50:29,356 - mmaction - INFO - Epoch [4][420/1793] lr: 7.500e-03, eta: 23:19:04, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.2854, top5_acc: 0.5719, loss_cls: 3.0199, loss: 3.0199, grad_norm: 6.7042 2020-10-10 23:50:48,811 - mmaction - INFO - Epoch [4][440/1793] lr: 7.500e-03, eta: 23:18:35, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.0286, loss: 3.0286, grad_norm: 6.1578 2020-10-10 23:51:08,996 - mmaction - INFO - Epoch [4][460/1793] lr: 7.500e-03, eta: 23:18:18, time: 1.013, data_time: 0.008, memory: 10390, top1_acc: 0.2823, top5_acc: 0.5938, loss_cls: 2.9568, loss: 2.9568, grad_norm: 6.2898 2020-10-10 23:51:28,732 - mmaction - INFO - Epoch [4][480/1793] lr: 7.500e-03, eta: 23:17:54, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3292, top5_acc: 0.6094, loss_cls: 2.8863, loss: 2.8863, grad_norm: 6.2950 2020-10-10 23:51:48,803 - mmaction - INFO - Epoch [4][500/1793] lr: 7.500e-03, eta: 23:17:35, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.3167, top5_acc: 0.6094, loss_cls: 2.8955, loss: 2.8955, grad_norm: 6.3645 2020-10-10 23:52:08,679 - mmaction - INFO - Epoch [4][520/1793] lr: 7.500e-03, eta: 23:17:13, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5781, loss_cls: 2.9840, loss: 2.9840, grad_norm: 6.4043 2020-10-10 23:52:28,413 - mmaction - INFO - Epoch [4][540/1793] lr: 7.500e-03, eta: 23:16:48, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.3042, top5_acc: 0.5823, loss_cls: 2.9952, loss: 2.9952, grad_norm: 6.1960 2020-10-10 23:52:47,808 - mmaction - INFO - Epoch [4][560/1793] lr: 7.500e-03, eta: 23:16:20, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5896, loss_cls: 3.0159, loss: 3.0159, grad_norm: 6.3200 2020-10-10 23:53:07,310 - mmaction - INFO - Epoch [4][580/1793] lr: 7.500e-03, eta: 23:15:52, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.2833, top5_acc: 0.5740, loss_cls: 3.1039, loss: 3.1039, grad_norm: 5.9109 2020-10-10 23:53:26,840 - mmaction - INFO - Epoch [4][600/1793] lr: 7.500e-03, eta: 23:15:26, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.3104, top5_acc: 0.5917, loss_cls: 2.9778, loss: 2.9778, grad_norm: 6.1940 2020-10-10 23:53:46,795 - mmaction - INFO - Epoch [4][620/1793] lr: 7.500e-03, eta: 23:15:05, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.3302, top5_acc: 0.5969, loss_cls: 2.8676, loss: 2.8676, grad_norm: 5.9051 2020-10-10 23:54:06,520 - mmaction - INFO - Epoch [4][640/1793] lr: 7.500e-03, eta: 23:14:41, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.3052, top5_acc: 0.5750, loss_cls: 3.0231, loss: 3.0231, grad_norm: 6.1533 2020-10-10 23:54:26,966 - mmaction - INFO - Epoch [4][660/1793] lr: 7.500e-03, eta: 23:14:27, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.2937, top5_acc: 0.5833, loss_cls: 3.0344, loss: 3.0344, grad_norm: 6.0750 2020-10-10 23:54:46,927 - mmaction - INFO - Epoch [4][680/1793] lr: 7.500e-03, eta: 23:14:06, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6135, loss_cls: 2.8906, loss: 2.8906, grad_norm: 6.3751 2020-10-10 23:55:07,515 - mmaction - INFO - Epoch [4][700/1793] lr: 7.500e-03, eta: 23:13:53, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.3333, top5_acc: 0.6083, loss_cls: 2.8206, loss: 2.8206, grad_norm: 6.2451 2020-10-10 23:55:27,247 - mmaction - INFO - Epoch [4][720/1793] lr: 7.500e-03, eta: 23:13:30, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.3167, top5_acc: 0.6021, loss_cls: 2.8944, loss: 2.8944, grad_norm: 6.3846 2020-10-10 23:55:46,972 - mmaction - INFO - Epoch [4][740/1793] lr: 7.500e-03, eta: 23:13:06, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.2990, top5_acc: 0.5625, loss_cls: 2.9834, loss: 2.9834, grad_norm: 6.4398 2020-10-10 23:56:06,415 - mmaction - INFO - Epoch [4][760/1793] lr: 7.500e-03, eta: 23:12:38, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.2833, top5_acc: 0.5521, loss_cls: 3.0784, loss: 3.0784, grad_norm: 6.1694 2020-10-10 23:56:26,805 - mmaction - INFO - Epoch [4][780/1793] lr: 7.500e-03, eta: 23:12:23, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.2990, top5_acc: 0.5771, loss_cls: 2.9499, loss: 2.9499, grad_norm: 6.3872 2020-10-10 23:56:46,112 - mmaction - INFO - Epoch [4][800/1793] lr: 7.500e-03, eta: 23:11:54, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.3177, top5_acc: 0.5854, loss_cls: 2.8998, loss: 2.8998, grad_norm: 6.4193 2020-10-10 23:57:05,821 - mmaction - INFO - Epoch [4][820/1793] lr: 7.500e-03, eta: 23:11:29, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.3271, top5_acc: 0.5896, loss_cls: 2.9055, loss: 2.9055, grad_norm: 6.2585 2020-10-10 23:57:25,581 - mmaction - INFO - Epoch [4][840/1793] lr: 7.500e-03, eta: 23:11:07, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.3208, top5_acc: 0.6125, loss_cls: 2.7769, loss: 2.7769, grad_norm: 6.1393 2020-10-10 23:57:45,960 - mmaction - INFO - Epoch [4][860/1793] lr: 7.500e-03, eta: 23:10:51, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.3187, top5_acc: 0.5927, loss_cls: 2.9154, loss: 2.9154, grad_norm: 6.1237 2020-10-10 23:58:05,323 - mmaction - INFO - Epoch [4][880/1793] lr: 7.500e-03, eta: 23:10:23, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6271, loss_cls: 2.8067, loss: 2.8067, grad_norm: 6.2571 2020-10-10 23:58:24,859 - mmaction - INFO - Epoch [4][900/1793] lr: 7.500e-03, eta: 23:09:56, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.3250, top5_acc: 0.5927, loss_cls: 2.9045, loss: 2.9045, grad_norm: 6.3352 2020-10-10 23:58:44,429 - mmaction - INFO - Epoch [4][920/1793] lr: 7.500e-03, eta: 23:09:31, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6260, loss_cls: 2.7807, loss: 2.7807, grad_norm: 6.3203 2020-10-10 23:59:04,204 - mmaction - INFO - Epoch [4][940/1793] lr: 7.500e-03, eta: 23:09:08, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.3229, top5_acc: 0.5740, loss_cls: 2.9907, loss: 2.9907, grad_norm: 6.2522 2020-10-10 23:59:23,884 - mmaction - INFO - Epoch [4][960/1793] lr: 7.500e-03, eta: 23:08:44, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3281, top5_acc: 0.5979, loss_cls: 2.9205, loss: 2.9205, grad_norm: 5.9547 2020-10-10 23:59:44,086 - mmaction - INFO - Epoch [4][980/1793] lr: 7.500e-03, eta: 23:08:26, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.3198, top5_acc: 0.6052, loss_cls: 2.8314, loss: 2.8314, grad_norm: 6.3723 2020-10-11 00:00:04,683 - mmaction - INFO - Epoch [4][1000/1793] lr: 7.500e-03, eta: 23:08:13, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.3146, top5_acc: 0.6094, loss_cls: 2.8561, loss: 2.8561, grad_norm: 6.6361 2020-10-11 00:00:25,490 - mmaction - INFO - Epoch [4][1020/1793] lr: 7.500e-03, eta: 23:08:01, time: 1.028, data_time: 0.012, memory: 10390, top1_acc: 0.2906, top5_acc: 0.5896, loss_cls: 2.9406, loss: 2.9406, grad_norm: 5.9835 2020-10-11 00:00:44,815 - mmaction - INFO - Epoch [4][1040/1793] lr: 7.500e-03, eta: 23:07:35, time: 0.980, data_time: 0.032, memory: 10390, top1_acc: 0.3448, top5_acc: 0.6052, loss_cls: 2.8643, loss: 2.8643, grad_norm: 6.1084 2020-10-11 00:01:04,050 - mmaction - INFO - Epoch [4][1060/1793] lr: 7.500e-03, eta: 23:07:06, time: 0.963, data_time: 0.003, memory: 10390, top1_acc: 0.3042, top5_acc: 0.6052, loss_cls: 2.9310, loss: 2.9310, grad_norm: 6.4545 2020-10-11 00:01:24,198 - mmaction - INFO - Epoch [4][1080/1793] lr: 7.500e-03, eta: 23:06:46, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.2927, top5_acc: 0.5833, loss_cls: 2.9590, loss: 2.9590, grad_norm: 6.2033 2020-10-11 00:01:43,814 - mmaction - INFO - Epoch [4][1100/1793] lr: 7.500e-03, eta: 23:06:22, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.2990, top5_acc: 0.5927, loss_cls: 2.9715, loss: 2.9715, grad_norm: 6.0666 2020-10-11 00:02:03,628 - mmaction - INFO - Epoch [4][1120/1793] lr: 7.500e-03, eta: 23:06:00, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.3281, top5_acc: 0.6469, loss_cls: 2.7557, loss: 2.7557, grad_norm: 6.4768 2020-10-11 00:02:23,769 - mmaction - INFO - Epoch [4][1140/1793] lr: 7.500e-03, eta: 23:05:41, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.3094, top5_acc: 0.5688, loss_cls: 3.0297, loss: 3.0297, grad_norm: 6.2138 2020-10-11 00:02:43,490 - mmaction - INFO - Epoch [4][1160/1793] lr: 7.500e-03, eta: 23:05:18, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.8139, loss: 2.8139, grad_norm: 6.1828 2020-10-11 00:03:03,044 - mmaction - INFO - Epoch [4][1180/1793] lr: 7.500e-03, eta: 23:04:52, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.3240, top5_acc: 0.5917, loss_cls: 2.9637, loss: 2.9637, grad_norm: 6.5253 2020-10-11 00:03:22,681 - mmaction - INFO - Epoch [4][1200/1793] lr: 7.500e-03, eta: 23:04:27, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.3417, top5_acc: 0.5938, loss_cls: 2.9303, loss: 2.9303, grad_norm: 6.6780 2020-10-11 00:03:43,410 - mmaction - INFO - Epoch [4][1220/1793] lr: 7.500e-03, eta: 23:04:17, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.3333, top5_acc: 0.6021, loss_cls: 2.8728, loss: 2.8728, grad_norm: 5.9176 2020-10-11 00:04:03,768 - mmaction - INFO - Epoch [4][1240/1793] lr: 7.500e-03, eta: 23:04:02, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.3375, top5_acc: 0.6010, loss_cls: 2.8758, loss: 2.8758, grad_norm: 6.5235 2020-10-11 00:04:23,545 - mmaction - INFO - Epoch [4][1260/1793] lr: 7.500e-03, eta: 23:03:38, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3198, top5_acc: 0.6031, loss_cls: 2.8965, loss: 2.8965, grad_norm: 5.9618 2020-10-11 00:04:43,204 - mmaction - INFO - Epoch [4][1280/1793] lr: 7.500e-03, eta: 23:03:14, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.3042, top5_acc: 0.6042, loss_cls: 2.9388, loss: 2.9388, grad_norm: 6.4108 2020-10-11 00:05:03,706 - mmaction - INFO - Epoch [4][1300/1793] lr: 7.500e-03, eta: 23:03:01, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6177, loss_cls: 2.8224, loss: 2.8224, grad_norm: 6.4696 2020-10-11 00:05:22,778 - mmaction - INFO - Epoch [4][1320/1793] lr: 7.500e-03, eta: 23:02:29, time: 0.954, data_time: 0.002, memory: 10390, top1_acc: 0.2990, top5_acc: 0.5979, loss_cls: 2.9856, loss: 2.9856, grad_norm: 6.2209 2020-10-11 00:05:42,590 - mmaction - INFO - Epoch [4][1340/1793] lr: 7.500e-03, eta: 23:02:07, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6198, loss_cls: 2.8436, loss: 2.8436, grad_norm: 6.3714 2020-10-11 00:06:02,630 - mmaction - INFO - Epoch [4][1360/1793] lr: 7.500e-03, eta: 23:01:47, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.3219, top5_acc: 0.6146, loss_cls: 2.8490, loss: 2.8490, grad_norm: 6.6103 2020-10-11 00:06:22,147 - mmaction - INFO - Epoch [4][1380/1793] lr: 7.500e-03, eta: 23:01:21, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6125, loss_cls: 2.9273, loss: 2.9273, grad_norm: 6.3958 2020-10-11 00:06:42,878 - mmaction - INFO - Epoch [4][1400/1793] lr: 7.500e-03, eta: 23:01:10, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.3135, top5_acc: 0.6187, loss_cls: 2.8202, loss: 2.8202, grad_norm: 6.4049 2020-10-11 00:07:02,307 - mmaction - INFO - Epoch [4][1420/1793] lr: 7.500e-03, eta: 23:00:43, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.3021, top5_acc: 0.6177, loss_cls: 2.9057, loss: 2.9057, grad_norm: 6.3792 2020-10-11 00:07:21,793 - mmaction - INFO - Epoch [4][1440/1793] lr: 7.500e-03, eta: 23:00:16, time: 0.971, data_time: 0.004, memory: 10390, top1_acc: 0.3323, top5_acc: 0.5854, loss_cls: 2.8920, loss: 2.8920, grad_norm: 6.1111 2020-10-11 00:07:41,138 - mmaction - INFO - Epoch [4][1460/1793] lr: 7.500e-03, eta: 22:59:49, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.3281, top5_acc: 0.6427, loss_cls: 2.8054, loss: 2.8054, grad_norm: 6.7724 2020-10-11 00:08:00,829 - mmaction - INFO - Epoch [4][1480/1793] lr: 7.500e-03, eta: 22:59:26, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.2875, top5_acc: 0.5875, loss_cls: 2.9565, loss: 2.9565, grad_norm: 6.2761 2020-10-11 00:08:21,239 - mmaction - INFO - Epoch [4][1500/1793] lr: 7.500e-03, eta: 22:59:10, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.2969, top5_acc: 0.5792, loss_cls: 3.0148, loss: 3.0148, grad_norm: 5.9940 2020-10-11 00:08:40,676 - mmaction - INFO - Epoch [4][1520/1793] lr: 7.500e-03, eta: 22:58:44, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.3260, top5_acc: 0.6177, loss_cls: 2.8255, loss: 2.8255, grad_norm: 6.3462 2020-10-11 00:09:00,152 - mmaction - INFO - Epoch [4][1540/1793] lr: 7.500e-03, eta: 22:58:18, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.3135, top5_acc: 0.6073, loss_cls: 2.8615, loss: 2.8615, grad_norm: 6.1690 2020-10-11 00:09:20,017 - mmaction - INFO - Epoch [4][1560/1793] lr: 7.500e-03, eta: 22:57:56, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6385, loss_cls: 2.7496, loss: 2.7496, grad_norm: 6.1961 2020-10-11 00:09:39,600 - mmaction - INFO - Epoch [4][1580/1793] lr: 7.500e-03, eta: 22:57:31, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6198, loss_cls: 2.8334, loss: 2.8334, grad_norm: 6.3679 2020-10-11 00:09:59,422 - mmaction - INFO - Epoch [4][1600/1793] lr: 7.500e-03, eta: 22:57:09, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6177, loss_cls: 2.8086, loss: 2.8086, grad_norm: 6.2258 2020-10-11 00:10:19,119 - mmaction - INFO - Epoch [4][1620/1793] lr: 7.500e-03, eta: 22:56:46, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6240, loss_cls: 2.8708, loss: 2.8708, grad_norm: 6.4079 2020-10-11 00:10:38,662 - mmaction - INFO - Epoch [4][1640/1793] lr: 7.500e-03, eta: 22:56:21, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.3177, top5_acc: 0.6333, loss_cls: 2.8540, loss: 2.8540, grad_norm: 6.4196 2020-10-11 00:10:58,310 - mmaction - INFO - Epoch [4][1660/1793] lr: 7.500e-03, eta: 22:55:57, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.3156, top5_acc: 0.5896, loss_cls: 2.8845, loss: 2.8845, grad_norm: 6.2179 2020-10-11 00:11:18,223 - mmaction - INFO - Epoch [4][1680/1793] lr: 7.500e-03, eta: 22:55:35, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.3125, top5_acc: 0.6177, loss_cls: 2.8469, loss: 2.8469, grad_norm: 6.4681 2020-10-11 00:11:37,892 - mmaction - INFO - Epoch [4][1700/1793] lr: 7.500e-03, eta: 22:55:12, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3490, top5_acc: 0.5875, loss_cls: 2.8601, loss: 2.8601, grad_norm: 6.3896 2020-10-11 00:11:57,442 - mmaction - INFO - Epoch [4][1720/1793] lr: 7.500e-03, eta: 22:54:47, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.3219, top5_acc: 0.6042, loss_cls: 2.8942, loss: 2.8942, grad_norm: 5.9344 2020-10-11 00:12:17,307 - mmaction - INFO - Epoch [4][1740/1793] lr: 7.500e-03, eta: 22:54:25, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.3260, top5_acc: 0.6115, loss_cls: 2.8150, loss: 2.8150, grad_norm: 5.9736 2020-10-11 00:12:37,293 - mmaction - INFO - Epoch [4][1760/1793] lr: 7.500e-03, eta: 22:54:06, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.3229, top5_acc: 0.5844, loss_cls: 2.9033, loss: 2.9033, grad_norm: 6.3822 2020-10-11 00:12:57,649 - mmaction - INFO - Epoch [4][1780/1793] lr: 7.500e-03, eta: 22:53:50, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.3250, top5_acc: 0.6156, loss_cls: 2.8245, loss: 2.8245, grad_norm: 6.2485 2020-10-11 00:13:09,518 - mmaction - INFO - Saving checkpoint at 4 epochs 2020-10-11 00:13:41,429 - mmaction - INFO - Epoch [5][20/1793] lr: 7.500e-03, eta: 22:52:47, time: 1.521, data_time: 0.645, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6354, loss_cls: 2.6954, loss: 2.6954, grad_norm: 6.4671 2020-10-11 00:14:00,623 - mmaction - INFO - Epoch [5][40/1793] lr: 7.500e-03, eta: 22:52:19, time: 0.962, data_time: 0.005, memory: 10390, top1_acc: 0.3677, top5_acc: 0.6365, loss_cls: 2.6779, loss: 2.6779, grad_norm: 6.3310 2020-10-11 00:14:20,224 - mmaction - INFO - Epoch [5][60/1793] lr: 7.500e-03, eta: 22:51:54, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.3479, top5_acc: 0.6615, loss_cls: 2.6724, loss: 2.6724, grad_norm: 6.4798 2020-10-11 00:14:40,755 - mmaction - INFO - Epoch [5][80/1793] lr: 7.500e-03, eta: 22:51:41, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6438, loss_cls: 2.7235, loss: 2.7235, grad_norm: 6.7103 2020-10-11 00:14:59,509 - mmaction - INFO - Epoch [5][100/1793] lr: 7.500e-03, eta: 22:51:07, time: 0.938, data_time: 0.003, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6302, loss_cls: 2.7614, loss: 2.7614, grad_norm: 6.4970 2020-10-11 00:15:19,568 - mmaction - INFO - Epoch [5][120/1793] lr: 7.500e-03, eta: 22:50:48, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6521, loss_cls: 2.7128, loss: 2.7128, grad_norm: 6.3255 2020-10-11 00:15:39,090 - mmaction - INFO - Epoch [5][140/1793] lr: 7.500e-03, eta: 22:50:23, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6646, loss_cls: 2.6452, loss: 2.6452, grad_norm: 6.4606 2020-10-11 00:15:58,748 - mmaction - INFO - Epoch [5][160/1793] lr: 7.500e-03, eta: 22:50:00, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.3458, top5_acc: 0.6333, loss_cls: 2.7520, loss: 2.7520, grad_norm: 6.5009 2020-10-11 00:16:18,683 - mmaction - INFO - Epoch [5][180/1793] lr: 7.500e-03, eta: 22:49:39, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.3344, top5_acc: 0.6302, loss_cls: 2.8383, loss: 2.8383, grad_norm: 6.3824 2020-10-11 00:16:38,252 - mmaction - INFO - Epoch [5][200/1793] lr: 7.500e-03, eta: 22:49:15, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.3438, top5_acc: 0.6312, loss_cls: 2.7461, loss: 2.7461, grad_norm: 6.1139 2020-10-11 00:16:58,253 - mmaction - INFO - Epoch [5][220/1793] lr: 7.500e-03, eta: 22:48:55, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.3250, top5_acc: 0.6312, loss_cls: 2.7800, loss: 2.7800, grad_norm: 6.6445 2020-10-11 00:17:17,425 - mmaction - INFO - Epoch [5][240/1793] lr: 7.500e-03, eta: 22:48:26, time: 0.957, data_time: 0.005, memory: 10390, top1_acc: 0.3333, top5_acc: 0.6292, loss_cls: 2.7608, loss: 2.7608, grad_norm: 6.6811 2020-10-11 00:17:37,177 - mmaction - INFO - Epoch [5][260/1793] lr: 7.500e-03, eta: 22:48:04, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.3333, top5_acc: 0.6333, loss_cls: 2.7648, loss: 2.7648, grad_norm: 6.5299 2020-10-11 00:17:56,870 - mmaction - INFO - Epoch [5][280/1793] lr: 7.500e-03, eta: 22:47:41, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.3406, top5_acc: 0.6344, loss_cls: 2.7677, loss: 2.7677, grad_norm: 6.3476 2020-10-11 00:18:16,569 - mmaction - INFO - Epoch [5][300/1793] lr: 7.500e-03, eta: 22:47:18, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6490, loss_cls: 2.7109, loss: 2.7109, grad_norm: 6.5867 2020-10-11 00:18:36,462 - mmaction - INFO - Epoch [5][320/1793] lr: 7.500e-03, eta: 22:46:57, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.3354, top5_acc: 0.6052, loss_cls: 2.8501, loss: 2.8501, grad_norm: 6.2883 2020-10-11 00:18:55,771 - mmaction - INFO - Epoch [5][340/1793] lr: 7.500e-03, eta: 22:46:30, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6594, loss_cls: 2.6416, loss: 2.6416, grad_norm: 6.4095 2020-10-11 00:19:15,462 - mmaction - INFO - Epoch [5][360/1793] lr: 7.500e-03, eta: 22:46:07, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3417, top5_acc: 0.6406, loss_cls: 2.6888, loss: 2.6888, grad_norm: 6.4881 2020-10-11 00:19:35,164 - mmaction - INFO - Epoch [5][380/1793] lr: 7.500e-03, eta: 22:45:44, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6094, loss_cls: 2.8784, loss: 2.8784, grad_norm: 6.2745 2020-10-11 00:19:54,776 - mmaction - INFO - Epoch [5][400/1793] lr: 7.500e-03, eta: 22:45:21, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.3448, top5_acc: 0.6333, loss_cls: 2.7197, loss: 2.7197, grad_norm: 6.3452 2020-10-11 00:20:14,807 - mmaction - INFO - Epoch [5][420/1793] lr: 7.500e-03, eta: 22:45:01, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.3500, top5_acc: 0.6438, loss_cls: 2.7059, loss: 2.7059, grad_norm: 6.5631 2020-10-11 00:20:34,673 - mmaction - INFO - Epoch [5][440/1793] lr: 7.500e-03, eta: 22:44:40, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6302, loss_cls: 2.7003, loss: 2.7003, grad_norm: 6.3672 2020-10-11 00:20:53,988 - mmaction - INFO - Epoch [5][460/1793] lr: 7.500e-03, eta: 22:44:13, time: 0.967, data_time: 0.003, memory: 10390, top1_acc: 0.3281, top5_acc: 0.6302, loss_cls: 2.7772, loss: 2.7772, grad_norm: 6.4167 2020-10-11 00:21:13,423 - mmaction - INFO - Epoch [5][480/1793] lr: 7.500e-03, eta: 22:43:47, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6542, loss_cls: 2.7254, loss: 2.7254, grad_norm: 6.3889 2020-10-11 00:21:32,925 - mmaction - INFO - Epoch [5][500/1793] lr: 7.500e-03, eta: 22:43:23, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.3448, top5_acc: 0.6448, loss_cls: 2.6693, loss: 2.6693, grad_norm: 6.7413 2020-10-11 00:21:52,654 - mmaction - INFO - Epoch [5][520/1793] lr: 7.500e-03, eta: 22:43:01, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.3302, top5_acc: 0.6156, loss_cls: 2.8296, loss: 2.8296, grad_norm: 6.3644 2020-10-11 00:22:12,817 - mmaction - INFO - Epoch [5][540/1793] lr: 7.500e-03, eta: 22:42:43, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.3385, top5_acc: 0.6219, loss_cls: 2.7374, loss: 2.7374, grad_norm: 6.3198 2020-10-11 00:22:32,617 - mmaction - INFO - Epoch [5][560/1793] lr: 7.500e-03, eta: 22:42:21, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.3427, top5_acc: 0.6667, loss_cls: 2.6648, loss: 2.6648, grad_norm: 6.2731 2020-10-11 00:22:52,317 - mmaction - INFO - Epoch [5][580/1793] lr: 7.500e-03, eta: 22:41:59, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.3240, top5_acc: 0.6302, loss_cls: 2.7648, loss: 2.7648, grad_norm: 6.4300 2020-10-11 00:23:12,033 - mmaction - INFO - Epoch [5][600/1793] lr: 7.500e-03, eta: 22:41:36, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.3146, top5_acc: 0.6229, loss_cls: 2.8051, loss: 2.8051, grad_norm: 6.7300 2020-10-11 00:23:32,399 - mmaction - INFO - Epoch [5][620/1793] lr: 7.500e-03, eta: 22:41:20, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.3323, top5_acc: 0.6344, loss_cls: 2.7684, loss: 2.7684, grad_norm: 6.4523 2020-10-11 00:23:52,258 - mmaction - INFO - Epoch [5][640/1793] lr: 7.500e-03, eta: 22:40:59, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6385, loss_cls: 2.7495, loss: 2.7495, grad_norm: 6.1679 2020-10-11 00:24:12,160 - mmaction - INFO - Epoch [5][660/1793] lr: 7.500e-03, eta: 22:40:39, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6292, loss_cls: 2.7467, loss: 2.7467, grad_norm: 6.5982 2020-10-11 00:24:32,119 - mmaction - INFO - Epoch [5][680/1793] lr: 7.500e-03, eta: 22:40:19, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6521, loss_cls: 2.6396, loss: 2.6396, grad_norm: 5.7761 2020-10-11 00:24:51,469 - mmaction - INFO - Epoch [5][700/1793] lr: 7.500e-03, eta: 22:39:53, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6313, loss_cls: 2.7210, loss: 2.7210, grad_norm: 6.6978 2020-10-11 00:25:11,537 - mmaction - INFO - Epoch [5][720/1793] lr: 7.500e-03, eta: 22:39:34, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6583, loss_cls: 2.6158, loss: 2.6158, grad_norm: 6.4539 2020-10-11 00:25:30,956 - mmaction - INFO - Epoch [5][740/1793] lr: 7.500e-03, eta: 22:39:08, time: 0.970, data_time: 0.004, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6625, loss_cls: 2.6927, loss: 2.6927, grad_norm: 6.3764 2020-10-11 00:25:50,650 - mmaction - INFO - Epoch [5][760/1793] lr: 7.500e-03, eta: 22:38:46, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.3396, top5_acc: 0.5938, loss_cls: 2.8428, loss: 2.8428, grad_norm: 6.4690 2020-10-11 00:26:09,965 - mmaction - INFO - Epoch [5][780/1793] lr: 7.500e-03, eta: 22:38:19, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.3375, top5_acc: 0.6344, loss_cls: 2.7011, loss: 2.7011, grad_norm: 6.4284 2020-10-11 00:26:29,622 - mmaction - INFO - Epoch [5][800/1793] lr: 7.500e-03, eta: 22:37:56, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6500, loss_cls: 2.7259, loss: 2.7259, grad_norm: 6.5697 2020-10-11 00:26:49,095 - mmaction - INFO - Epoch [5][820/1793] lr: 7.500e-03, eta: 22:37:31, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.3146, top5_acc: 0.5990, loss_cls: 2.8365, loss: 2.8365, grad_norm: 6.3556 2020-10-11 00:27:09,151 - mmaction - INFO - Epoch [5][840/1793] lr: 7.500e-03, eta: 22:37:13, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6260, loss_cls: 2.8155, loss: 2.8155, grad_norm: 6.2588 2020-10-11 00:27:29,327 - mmaction - INFO - Epoch [5][860/1793] lr: 7.500e-03, eta: 22:36:55, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.3208, top5_acc: 0.6292, loss_cls: 2.8009, loss: 2.8009, grad_norm: 6.7277 2020-10-11 00:27:49,031 - mmaction - INFO - Epoch [5][880/1793] lr: 7.500e-03, eta: 22:36:32, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6490, loss_cls: 2.7151, loss: 2.7151, grad_norm: 6.4786 2020-10-11 00:28:08,960 - mmaction - INFO - Epoch [5][900/1793] lr: 7.500e-03, eta: 22:36:12, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.3177, top5_acc: 0.6302, loss_cls: 2.8343, loss: 2.8343, grad_norm: 6.5747 2020-10-11 00:28:28,353 - mmaction - INFO - Epoch [5][920/1793] lr: 7.500e-03, eta: 22:35:46, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6521, loss_cls: 2.7244, loss: 2.7244, grad_norm: 6.5311 2020-10-11 00:28:47,931 - mmaction - INFO - Epoch [5][940/1793] lr: 7.500e-03, eta: 22:35:23, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6375, loss_cls: 2.7173, loss: 2.7173, grad_norm: 6.3644 2020-10-11 00:29:07,314 - mmaction - INFO - Epoch [5][960/1793] lr: 7.500e-03, eta: 22:34:57, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6396, loss_cls: 2.6547, loss: 2.6547, grad_norm: 6.3242 2020-10-11 00:29:26,850 - mmaction - INFO - Epoch [5][980/1793] lr: 7.500e-03, eta: 22:34:33, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6417, loss_cls: 2.7257, loss: 2.7257, grad_norm: 6.1645 2020-10-11 00:29:47,488 - mmaction - INFO - Epoch [5][1000/1793] lr: 7.500e-03, eta: 22:34:20, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6729, loss_cls: 2.6839, loss: 2.6839, grad_norm: 6.5726 2020-10-11 00:30:06,808 - mmaction - INFO - Epoch [5][1020/1793] lr: 7.500e-03, eta: 22:33:54, time: 0.968, data_time: 0.005, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6521, loss_cls: 2.6752, loss: 2.6752, grad_norm: 6.8187 2020-10-11 00:30:26,303 - mmaction - INFO - Epoch [5][1040/1793] lr: 7.500e-03, eta: 22:33:30, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6115, loss_cls: 2.7879, loss: 2.7879, grad_norm: 6.6853 2020-10-11 00:30:45,735 - mmaction - INFO - Epoch [5][1060/1793] lr: 7.500e-03, eta: 22:33:04, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6281, loss_cls: 2.7448, loss: 2.7448, grad_norm: 6.0452 2020-10-11 00:31:05,469 - mmaction - INFO - Epoch [5][1080/1793] lr: 7.500e-03, eta: 22:32:43, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6458, loss_cls: 2.6839, loss: 2.6839, grad_norm: 6.4324 2020-10-11 00:31:25,142 - mmaction - INFO - Epoch [5][1100/1793] lr: 7.500e-03, eta: 22:32:20, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6521, loss_cls: 2.6759, loss: 2.6759, grad_norm: 6.4087 2020-10-11 00:31:44,589 - mmaction - INFO - Epoch [5][1120/1793] lr: 7.500e-03, eta: 22:31:55, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.3344, top5_acc: 0.6187, loss_cls: 2.7910, loss: 2.7910, grad_norm: 6.3846 2020-10-11 00:32:04,426 - mmaction - INFO - Epoch [5][1140/1793] lr: 7.500e-03, eta: 22:31:34, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.3219, top5_acc: 0.6385, loss_cls: 2.7698, loss: 2.7698, grad_norm: 6.5102 2020-10-11 00:32:24,578 - mmaction - INFO - Epoch [5][1160/1793] lr: 7.500e-03, eta: 22:31:17, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.3563, top5_acc: 0.6562, loss_cls: 2.6483, loss: 2.6483, grad_norm: 6.1910 2020-10-11 00:32:44,470 - mmaction - INFO - Epoch [5][1180/1793] lr: 7.500e-03, eta: 22:30:56, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.3542, top5_acc: 0.6375, loss_cls: 2.7171, loss: 2.7171, grad_norm: 6.4705 2020-10-11 00:33:04,013 - mmaction - INFO - Epoch [5][1200/1793] lr: 7.500e-03, eta: 22:30:32, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6406, loss_cls: 2.7290, loss: 2.7290, grad_norm: 6.4263 2020-10-11 00:33:23,225 - mmaction - INFO - Epoch [5][1220/1793] lr: 7.500e-03, eta: 22:30:05, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6479, loss_cls: 2.6630, loss: 2.6630, grad_norm: 6.5519 2020-10-11 00:33:43,025 - mmaction - INFO - Epoch [5][1240/1793] lr: 7.500e-03, eta: 22:29:44, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.3250, top5_acc: 0.6302, loss_cls: 2.8085, loss: 2.8085, grad_norm: 6.5208 2020-10-11 00:34:03,340 - mmaction - INFO - Epoch [5][1260/1793] lr: 7.500e-03, eta: 22:29:28, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.3479, top5_acc: 0.6198, loss_cls: 2.7990, loss: 2.7990, grad_norm: 6.2281 2020-10-11 00:34:23,005 - mmaction - INFO - Epoch [5][1280/1793] lr: 7.500e-03, eta: 22:29:04, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6687, loss_cls: 2.6033, loss: 2.6033, grad_norm: 6.5069 2020-10-11 00:34:42,293 - mmaction - INFO - Epoch [5][1300/1793] lr: 7.500e-03, eta: 22:28:39, time: 0.968, data_time: 0.007, memory: 10390, top1_acc: 0.3542, top5_acc: 0.6313, loss_cls: 2.6940, loss: 2.6940, grad_norm: 6.5214 2020-10-11 00:35:02,120 - mmaction - INFO - Epoch [5][1320/1793] lr: 7.500e-03, eta: 22:28:18, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.3740, top5_acc: 0.6562, loss_cls: 2.6327, loss: 2.6327, grad_norm: 6.4582 2020-10-11 00:35:21,496 - mmaction - INFO - Epoch [5][1340/1793] lr: 7.500e-03, eta: 22:27:53, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6552, loss_cls: 2.5918, loss: 2.5918, grad_norm: 6.5140 2020-10-11 00:35:40,914 - mmaction - INFO - Epoch [5][1360/1793] lr: 7.500e-03, eta: 22:27:28, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6344, loss_cls: 2.6682, loss: 2.6682, grad_norm: 6.3561 2020-10-11 00:36:00,804 - mmaction - INFO - Epoch [5][1380/1793] lr: 7.500e-03, eta: 22:27:08, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6344, loss_cls: 2.8009, loss: 2.8009, grad_norm: 6.5899 2020-10-11 00:36:20,260 - mmaction - INFO - Epoch [5][1400/1793] lr: 7.500e-03, eta: 22:26:43, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6125, loss_cls: 2.7694, loss: 2.7694, grad_norm: 6.1940 2020-10-11 00:36:39,780 - mmaction - INFO - Epoch [5][1420/1793] lr: 7.500e-03, eta: 22:26:19, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.3417, top5_acc: 0.6344, loss_cls: 2.7689, loss: 2.7689, grad_norm: 6.3257 2020-10-11 00:37:00,163 - mmaction - INFO - Epoch [5][1440/1793] lr: 7.500e-03, eta: 22:26:04, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.3937, top5_acc: 0.6833, loss_cls: 2.5477, loss: 2.5477, grad_norm: 6.4412 2020-10-11 00:37:19,630 - mmaction - INFO - Epoch [5][1460/1793] lr: 7.500e-03, eta: 22:25:39, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6573, loss_cls: 2.6107, loss: 2.6107, grad_norm: 6.5119 2020-10-11 00:37:40,286 - mmaction - INFO - Epoch [5][1480/1793] lr: 7.500e-03, eta: 22:25:26, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.3594, top5_acc: 0.6365, loss_cls: 2.7103, loss: 2.7103, grad_norm: 6.7680 2020-10-11 00:38:00,234 - mmaction - INFO - Epoch [5][1500/1793] lr: 7.500e-03, eta: 22:25:06, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.3594, top5_acc: 0.6385, loss_cls: 2.7114, loss: 2.7114, grad_norm: 6.3944 2020-10-11 00:38:20,069 - mmaction - INFO - Epoch [5][1520/1793] lr: 7.500e-03, eta: 22:24:45, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.3552, top5_acc: 0.6521, loss_cls: 2.6635, loss: 2.6635, grad_norm: 6.4414 2020-10-11 00:38:40,781 - mmaction - INFO - Epoch [5][1540/1793] lr: 7.500e-03, eta: 22:24:33, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6573, loss_cls: 2.6642, loss: 2.6642, grad_norm: 6.4743 2020-10-11 00:39:00,350 - mmaction - INFO - Epoch [5][1560/1793] lr: 7.500e-03, eta: 22:24:09, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.3490, top5_acc: 0.6271, loss_cls: 2.7521, loss: 2.7521, grad_norm: 6.4365 2020-10-11 00:39:19,640 - mmaction - INFO - Epoch [5][1580/1793] lr: 7.500e-03, eta: 22:23:43, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6792, loss_cls: 2.6064, loss: 2.6064, grad_norm: 6.3137 2020-10-11 00:39:39,514 - mmaction - INFO - Epoch [5][1600/1793] lr: 7.500e-03, eta: 22:23:23, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6771, loss_cls: 2.5167, loss: 2.5167, grad_norm: 6.2606 2020-10-11 00:39:59,695 - mmaction - INFO - Epoch [5][1620/1793] lr: 7.500e-03, eta: 22:23:06, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6344, loss_cls: 2.7641, loss: 2.7641, grad_norm: 6.4380 2020-10-11 00:40:19,467 - mmaction - INFO - Epoch [5][1640/1793] lr: 7.500e-03, eta: 22:22:44, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.3469, top5_acc: 0.6510, loss_cls: 2.7154, loss: 2.7154, grad_norm: 6.7635 2020-10-11 00:40:39,245 - mmaction - INFO - Epoch [5][1660/1793] lr: 7.500e-03, eta: 22:22:23, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6667, loss_cls: 2.6322, loss: 2.6322, grad_norm: 6.4046 2020-10-11 00:40:59,164 - mmaction - INFO - Epoch [5][1680/1793] lr: 7.500e-03, eta: 22:22:03, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6490, loss_cls: 2.7065, loss: 2.7065, grad_norm: 6.4798 2020-10-11 00:41:18,982 - mmaction - INFO - Epoch [5][1700/1793] lr: 7.500e-03, eta: 22:21:41, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6750, loss_cls: 2.5170, loss: 2.5170, grad_norm: 6.4242 2020-10-11 00:41:40,725 - mmaction - INFO - Epoch [5][1720/1793] lr: 7.500e-03, eta: 22:21:38, time: 1.088, data_time: 0.006, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6552, loss_cls: 2.6417, loss: 2.6417, grad_norm: 6.5932 2020-10-11 00:42:00,625 - mmaction - INFO - Epoch [5][1740/1793] lr: 7.500e-03, eta: 22:21:18, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6667, loss_cls: 2.6263, loss: 2.6263, grad_norm: 6.3517 2020-10-11 00:42:20,833 - mmaction - INFO - Epoch [5][1760/1793] lr: 7.500e-03, eta: 22:21:00, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6490, loss_cls: 2.6854, loss: 2.6854, grad_norm: 6.4396 2020-10-11 00:42:41,539 - mmaction - INFO - Epoch [5][1780/1793] lr: 7.500e-03, eta: 22:20:47, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6552, loss_cls: 2.5810, loss: 2.5810, grad_norm: 6.5357 2020-10-11 00:42:54,787 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-11 00:43:23,009 - mmaction - INFO - Epoch [6][20/1793] lr: 7.500e-03, eta: 22:19:15, time: 1.312, data_time: 0.394, memory: 10390, top1_acc: 0.3458, top5_acc: 0.6521, loss_cls: 2.6823, loss: 2.6823, grad_norm: 6.1508 2020-10-11 00:43:43,286 - mmaction - INFO - Epoch [6][40/1793] lr: 7.500e-03, eta: 22:18:58, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6698, loss_cls: 2.5361, loss: 2.5361, grad_norm: 6.1822 2020-10-11 00:44:04,646 - mmaction - INFO - Epoch [6][60/1793] lr: 7.500e-03, eta: 22:18:51, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6635, loss_cls: 2.5924, loss: 2.5924, grad_norm: 6.7405 2020-10-11 00:44:25,853 - mmaction - INFO - Epoch [6][80/1793] lr: 7.500e-03, eta: 22:18:42, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6656, loss_cls: 2.5453, loss: 2.5453, grad_norm: 6.4920 2020-10-11 00:44:47,908 - mmaction - INFO - Epoch [6][100/1793] lr: 7.500e-03, eta: 22:18:41, time: 1.104, data_time: 0.005, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6698, loss_cls: 2.6051, loss: 2.6051, grad_norm: 6.8625 2020-10-11 00:45:08,392 - mmaction - INFO - Epoch [6][120/1793] lr: 7.500e-03, eta: 22:18:26, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6667, loss_cls: 2.5283, loss: 2.5283, grad_norm: 6.3729 2020-10-11 00:45:29,709 - mmaction - INFO - Epoch [6][140/1793] lr: 7.500e-03, eta: 22:18:19, time: 1.066, data_time: 0.003, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6740, loss_cls: 2.5352, loss: 2.5352, grad_norm: 6.8862 2020-10-11 00:45:50,436 - mmaction - INFO - Epoch [6][160/1793] lr: 7.500e-03, eta: 22:18:05, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6823, loss_cls: 2.5005, loss: 2.5005, grad_norm: 6.4679 2020-10-11 00:46:11,668 - mmaction - INFO - Epoch [6][180/1793] lr: 7.500e-03, eta: 22:17:57, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6552, loss_cls: 2.6369, loss: 2.6369, grad_norm: 6.4535 2020-10-11 00:46:34,072 - mmaction - INFO - Epoch [6][200/1793] lr: 7.500e-03, eta: 22:17:59, time: 1.120, data_time: 0.006, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6771, loss_cls: 2.5549, loss: 2.5549, grad_norm: 6.5251 2020-10-11 00:46:54,691 - mmaction - INFO - Epoch [6][220/1793] lr: 7.500e-03, eta: 22:17:45, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6656, loss_cls: 2.6049, loss: 2.6049, grad_norm: 6.6477 2020-10-11 00:47:15,973 - mmaction - INFO - Epoch [6][240/1793] lr: 7.500e-03, eta: 22:17:36, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6865, loss_cls: 2.4316, loss: 2.4316, grad_norm: 6.5121 2020-10-11 00:47:38,199 - mmaction - INFO - Epoch [6][260/1793] lr: 7.500e-03, eta: 22:17:36, time: 1.113, data_time: 0.006, memory: 10390, top1_acc: 0.3667, top5_acc: 0.6500, loss_cls: 2.6498, loss: 2.6498, grad_norm: 6.3175 2020-10-11 00:47:59,483 - mmaction - INFO - Epoch [6][280/1793] lr: 7.500e-03, eta: 22:17:28, time: 1.064, data_time: 0.002, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6917, loss_cls: 2.5120, loss: 2.5120, grad_norm: 6.4754 2020-10-11 00:48:20,493 - mmaction - INFO - Epoch [6][300/1793] lr: 7.500e-03, eta: 22:17:17, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6885, loss_cls: 2.5000, loss: 2.5000, grad_norm: 6.9381 2020-10-11 00:48:42,533 - mmaction - INFO - Epoch [6][320/1793] lr: 7.500e-03, eta: 22:17:15, time: 1.101, data_time: 0.005, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6635, loss_cls: 2.5958, loss: 2.5958, grad_norm: 6.3555 2020-10-11 00:49:04,291 - mmaction - INFO - Epoch [6][340/1793] lr: 7.500e-03, eta: 22:17:10, time: 1.090, data_time: 0.007, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6854, loss_cls: 2.5063, loss: 2.5063, grad_norm: 6.3288 2020-10-11 00:49:26,266 - mmaction - INFO - Epoch [6][360/1793] lr: 7.500e-03, eta: 22:17:07, time: 1.097, data_time: 0.005, memory: 10390, top1_acc: 0.3833, top5_acc: 0.6521, loss_cls: 2.6052, loss: 2.6052, grad_norm: 6.6272 2020-10-11 00:49:47,827 - mmaction - INFO - Epoch [6][380/1793] lr: 7.500e-03, eta: 22:17:01, time: 1.079, data_time: 0.005, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6792, loss_cls: 2.5695, loss: 2.5695, grad_norm: 6.5454 2020-10-11 00:50:09,808 - mmaction - INFO - Epoch [6][400/1793] lr: 7.500e-03, eta: 22:16:59, time: 1.100, data_time: 0.005, memory: 10390, top1_acc: 0.4000, top5_acc: 0.6865, loss_cls: 2.5165, loss: 2.5165, grad_norm: 6.6897 2020-10-11 00:50:31,362 - mmaction - INFO - Epoch [6][420/1793] lr: 7.500e-03, eta: 22:16:52, time: 1.076, data_time: 0.002, memory: 10390, top1_acc: 0.3740, top5_acc: 0.6771, loss_cls: 2.5942, loss: 2.5942, grad_norm: 6.7211 2020-10-11 00:50:53,244 - mmaction - INFO - Epoch [6][440/1793] lr: 7.500e-03, eta: 22:16:48, time: 1.095, data_time: 0.003, memory: 10390, top1_acc: 0.3573, top5_acc: 0.6583, loss_cls: 2.5696, loss: 2.5696, grad_norm: 6.4539 2020-10-11 00:51:15,395 - mmaction - INFO - Epoch [6][460/1793] lr: 7.500e-03, eta: 22:16:46, time: 1.105, data_time: 0.006, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6760, loss_cls: 2.5348, loss: 2.5348, grad_norm: 6.7955 2020-10-11 00:51:37,704 - mmaction - INFO - Epoch [6][480/1793] lr: 7.500e-03, eta: 22:16:46, time: 1.115, data_time: 0.006, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6802, loss_cls: 2.5176, loss: 2.5176, grad_norm: 6.5306 2020-10-11 00:51:59,904 - mmaction - INFO - Epoch [6][500/1793] lr: 7.500e-03, eta: 22:16:45, time: 1.113, data_time: 0.006, memory: 10390, top1_acc: 0.3688, top5_acc: 0.6646, loss_cls: 2.6464, loss: 2.6464, grad_norm: 6.4937 2020-10-11 00:52:21,657 - mmaction - INFO - Epoch [6][520/1793] lr: 7.500e-03, eta: 22:16:40, time: 1.089, data_time: 0.005, memory: 10390, top1_acc: 0.3938, top5_acc: 0.6833, loss_cls: 2.5174, loss: 2.5174, grad_norm: 6.5989 2020-10-11 00:52:43,952 - mmaction - INFO - Epoch [6][540/1793] lr: 7.500e-03, eta: 22:16:39, time: 1.113, data_time: 0.005, memory: 10390, top1_acc: 0.3458, top5_acc: 0.6573, loss_cls: 2.6729, loss: 2.6729, grad_norm: 6.6825 2020-10-11 00:53:06,453 - mmaction - INFO - Epoch [6][560/1793] lr: 7.500e-03, eta: 22:16:40, time: 1.126, data_time: 0.004, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6729, loss_cls: 2.6353, loss: 2.6353, grad_norm: 6.4696 2020-10-11 00:53:28,352 - mmaction - INFO - Epoch [6][580/1793] lr: 7.500e-03, eta: 22:16:36, time: 1.096, data_time: 0.007, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6417, loss_cls: 2.6734, loss: 2.6734, grad_norm: 6.5105 2020-10-11 00:53:50,493 - mmaction - INFO - Epoch [6][600/1793] lr: 7.500e-03, eta: 22:16:33, time: 1.107, data_time: 0.002, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6625, loss_cls: 2.6127, loss: 2.6127, grad_norm: 6.5785 2020-10-11 00:54:12,873 - mmaction - INFO - Epoch [6][620/1793] lr: 7.500e-03, eta: 22:16:33, time: 1.118, data_time: 0.006, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6771, loss_cls: 2.5491, loss: 2.5491, grad_norm: 6.6874 2020-10-11 00:54:34,490 - mmaction - INFO - Epoch [6][640/1793] lr: 7.500e-03, eta: 22:16:26, time: 1.083, data_time: 0.006, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6719, loss_cls: 2.5913, loss: 2.5913, grad_norm: 6.4150 2020-10-11 00:54:56,506 - mmaction - INFO - Epoch [6][660/1793] lr: 7.500e-03, eta: 22:16:22, time: 1.101, data_time: 0.002, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6521, loss_cls: 2.6321, loss: 2.6321, grad_norm: 6.8633 2020-10-11 00:55:18,457 - mmaction - INFO - Epoch [6][680/1793] lr: 7.500e-03, eta: 22:16:18, time: 1.093, data_time: 0.005, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6604, loss_cls: 2.5989, loss: 2.5989, grad_norm: 6.5145 2020-10-11 00:55:39,429 - mmaction - INFO - Epoch [6][700/1793] lr: 7.500e-03, eta: 22:16:06, time: 1.053, data_time: 0.008, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6958, loss_cls: 2.5174, loss: 2.5174, grad_norm: 6.3099 2020-10-11 00:56:01,112 - mmaction - INFO - Epoch [6][720/1793] lr: 7.500e-03, eta: 22:15:59, time: 1.084, data_time: 0.002, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6406, loss_cls: 2.6692, loss: 2.6692, grad_norm: 6.5248 2020-10-11 00:56:22,165 - mmaction - INFO - Epoch [6][740/1793] lr: 7.500e-03, eta: 22:15:47, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6729, loss_cls: 2.5487, loss: 2.5487, grad_norm: 6.5080 2020-10-11 00:56:43,909 - mmaction - INFO - Epoch [6][760/1793] lr: 7.500e-03, eta: 22:15:41, time: 1.089, data_time: 0.006, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6542, loss_cls: 2.5855, loss: 2.5855, grad_norm: 6.4808 2020-10-11 00:57:05,826 - mmaction - INFO - Epoch [6][780/1793] lr: 7.500e-03, eta: 22:15:37, time: 1.096, data_time: 0.003, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6781, loss_cls: 2.5661, loss: 2.5661, grad_norm: 6.3458 2020-10-11 00:57:26,711 - mmaction - INFO - Epoch [6][800/1793] lr: 7.500e-03, eta: 22:15:23, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6823, loss_cls: 2.5409, loss: 2.5409, grad_norm: 6.8815 2020-10-11 00:57:47,305 - mmaction - INFO - Epoch [6][820/1793] lr: 7.500e-03, eta: 22:15:08, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.3635, top5_acc: 0.6510, loss_cls: 2.6368, loss: 2.6368, grad_norm: 6.5691 2020-10-11 00:58:08,447 - mmaction - INFO - Epoch [6][840/1793] lr: 7.500e-03, eta: 22:14:56, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6833, loss_cls: 2.5272, loss: 2.5272, grad_norm: 6.4649 2020-10-11 00:58:29,454 - mmaction - INFO - Epoch [6][860/1793] lr: 7.500e-03, eta: 22:14:44, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6510, loss_cls: 2.6481, loss: 2.6481, grad_norm: 6.4675 2020-10-11 00:58:50,929 - mmaction - INFO - Epoch [6][880/1793] lr: 7.500e-03, eta: 22:14:35, time: 1.072, data_time: 0.007, memory: 10390, top1_acc: 0.3396, top5_acc: 0.6521, loss_cls: 2.6874, loss: 2.6874, grad_norm: 6.5782 2020-10-11 00:59:11,533 - mmaction - INFO - Epoch [6][900/1793] lr: 7.500e-03, eta: 22:14:19, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.3615, top5_acc: 0.6740, loss_cls: 2.5839, loss: 2.5839, grad_norm: 6.4268 2020-10-11 00:59:32,538 - mmaction - INFO - Epoch [6][920/1793] lr: 7.500e-03, eta: 22:14:07, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.3687, top5_acc: 0.6750, loss_cls: 2.5432, loss: 2.5432, grad_norm: 6.5592 2020-10-11 00:59:52,721 - mmaction - INFO - Epoch [6][940/1793] lr: 7.500e-03, eta: 22:13:48, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.3583, top5_acc: 0.6667, loss_cls: 2.6173, loss: 2.6173, grad_norm: 6.4302 2020-10-11 01:00:14,794 - mmaction - INFO - Epoch [6][960/1793] lr: 7.500e-03, eta: 22:13:43, time: 1.097, data_time: 0.006, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6479, loss_cls: 2.5863, loss: 2.5863, grad_norm: 6.4906 2020-10-11 01:00:35,541 - mmaction - INFO - Epoch [6][980/1793] lr: 7.500e-03, eta: 22:13:29, time: 1.045, data_time: 0.012, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6771, loss_cls: 2.5040, loss: 2.5040, grad_norm: 6.6437 2020-10-11 01:00:56,974 - mmaction - INFO - Epoch [6][1000/1793] lr: 7.500e-03, eta: 22:13:20, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6719, loss_cls: 2.5786, loss: 2.5786, grad_norm: 6.4255 2020-10-11 01:01:16,692 - mmaction - INFO - Epoch [6][1020/1793] lr: 7.500e-03, eta: 22:12:57, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6594, loss_cls: 2.6436, loss: 2.6436, grad_norm: 6.2363 2020-10-11 01:01:38,224 - mmaction - INFO - Epoch [6][1040/1793] lr: 7.500e-03, eta: 22:12:48, time: 1.078, data_time: 0.005, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6365, loss_cls: 2.7047, loss: 2.7047, grad_norm: 6.5067 2020-10-11 01:01:58,508 - mmaction - INFO - Epoch [6][1060/1793] lr: 7.500e-03, eta: 22:12:30, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6615, loss_cls: 2.6297, loss: 2.6297, grad_norm: 6.4237 2020-10-11 01:02:18,855 - mmaction - INFO - Epoch [6][1080/1793] lr: 7.500e-03, eta: 22:12:12, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6823, loss_cls: 2.4818, loss: 2.4818, grad_norm: 6.4598 2020-10-11 01:02:39,264 - mmaction - INFO - Epoch [6][1100/1793] lr: 7.500e-03, eta: 22:11:55, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6875, loss_cls: 2.4803, loss: 2.4803, grad_norm: 6.1891 2020-10-11 01:02:59,778 - mmaction - INFO - Epoch [6][1120/1793] lr: 7.500e-03, eta: 22:11:38, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6708, loss_cls: 2.5507, loss: 2.5507, grad_norm: 6.7281 2020-10-11 01:03:19,827 - mmaction - INFO - Epoch [6][1140/1793] lr: 7.500e-03, eta: 22:11:18, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6667, loss_cls: 2.5468, loss: 2.5468, grad_norm: 6.4114 2020-10-11 01:03:40,332 - mmaction - INFO - Epoch [6][1160/1793] lr: 7.500e-03, eta: 22:11:01, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6781, loss_cls: 2.4799, loss: 2.4799, grad_norm: 6.6661 2020-10-11 01:04:00,434 - mmaction - INFO - Epoch [6][1180/1793] lr: 7.500e-03, eta: 22:10:41, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.3812, top5_acc: 0.6781, loss_cls: 2.5264, loss: 2.5264, grad_norm: 6.7878 2020-10-11 01:04:20,739 - mmaction - INFO - Epoch [6][1200/1793] lr: 7.500e-03, eta: 22:10:22, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.3563, top5_acc: 0.6677, loss_cls: 2.6325, loss: 2.6325, grad_norm: 6.4858 2020-10-11 01:04:41,300 - mmaction - INFO - Epoch [6][1220/1793] lr: 7.500e-03, eta: 22:10:06, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.3531, top5_acc: 0.6885, loss_cls: 2.5401, loss: 2.5401, grad_norm: 6.4234 2020-10-11 01:05:01,410 - mmaction - INFO - Epoch [6][1240/1793] lr: 7.500e-03, eta: 22:09:46, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6417, loss_cls: 2.6593, loss: 2.6593, grad_norm: 6.4848 2020-10-11 01:05:22,172 - mmaction - INFO - Epoch [6][1260/1793] lr: 7.500e-03, eta: 22:09:31, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6760, loss_cls: 2.4912, loss: 2.4912, grad_norm: 6.2833 2020-10-11 01:05:42,956 - mmaction - INFO - Epoch [6][1280/1793] lr: 7.500e-03, eta: 22:09:17, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.3698, top5_acc: 0.6615, loss_cls: 2.6327, loss: 2.6327, grad_norm: 6.5119 2020-10-11 01:06:03,209 - mmaction - INFO - Epoch [6][1300/1793] lr: 7.500e-03, eta: 22:08:58, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.3656, top5_acc: 0.6667, loss_cls: 2.5975, loss: 2.5975, grad_norm: 6.5531 2020-10-11 01:06:23,531 - mmaction - INFO - Epoch [6][1320/1793] lr: 7.500e-03, eta: 22:08:39, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6896, loss_cls: 2.5069, loss: 2.5069, grad_norm: 6.8822 2020-10-11 01:06:43,867 - mmaction - INFO - Epoch [6][1340/1793] lr: 7.500e-03, eta: 22:08:21, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.3646, top5_acc: 0.6458, loss_cls: 2.7096, loss: 2.7096, grad_norm: 6.4488 2020-10-11 01:07:03,752 - mmaction - INFO - Epoch [6][1360/1793] lr: 7.500e-03, eta: 22:08:00, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6802, loss_cls: 2.4852, loss: 2.4852, grad_norm: 6.3595 2020-10-11 01:07:23,821 - mmaction - INFO - Epoch [6][1380/1793] lr: 7.500e-03, eta: 22:07:39, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6719, loss_cls: 2.5220, loss: 2.5220, grad_norm: 6.2681 2020-10-11 01:07:44,071 - mmaction - INFO - Epoch [6][1400/1793] lr: 7.500e-03, eta: 22:07:21, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6625, loss_cls: 2.5449, loss: 2.5449, grad_norm: 6.3826 2020-10-11 01:08:04,346 - mmaction - INFO - Epoch [6][1420/1793] lr: 7.500e-03, eta: 22:07:02, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6646, loss_cls: 2.5592, loss: 2.5592, grad_norm: 6.2256 2020-10-11 01:08:24,624 - mmaction - INFO - Epoch [6][1440/1793] lr: 7.500e-03, eta: 22:06:43, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6937, loss_cls: 2.5351, loss: 2.5351, grad_norm: 6.5444 2020-10-11 01:08:45,069 - mmaction - INFO - Epoch [6][1460/1793] lr: 7.500e-03, eta: 22:06:26, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6990, loss_cls: 2.5042, loss: 2.5042, grad_norm: 6.5262 2020-10-11 01:09:04,843 - mmaction - INFO - Epoch [6][1480/1793] lr: 7.500e-03, eta: 22:06:03, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6833, loss_cls: 2.4909, loss: 2.4909, grad_norm: 6.4010 2020-10-11 01:09:25,199 - mmaction - INFO - Epoch [6][1500/1793] lr: 7.500e-03, eta: 22:05:45, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.3365, top5_acc: 0.6448, loss_cls: 2.7326, loss: 2.7326, grad_norm: 6.5560 2020-10-11 01:09:45,440 - mmaction - INFO - Epoch [6][1520/1793] lr: 7.500e-03, eta: 22:05:26, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6635, loss_cls: 2.5872, loss: 2.5872, grad_norm: 6.4481 2020-10-11 01:10:05,498 - mmaction - INFO - Epoch [6][1540/1793] lr: 7.500e-03, eta: 22:05:05, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.3667, top5_acc: 0.6719, loss_cls: 2.5800, loss: 2.5800, grad_norm: 6.5024 2020-10-11 01:10:25,565 - mmaction - INFO - Epoch [6][1560/1793] lr: 7.500e-03, eta: 22:04:46, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6802, loss_cls: 2.5048, loss: 2.5048, grad_norm: 6.3961 2020-10-11 01:10:45,553 - mmaction - INFO - Epoch [6][1580/1793] lr: 7.500e-03, eta: 22:04:25, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6729, loss_cls: 2.5648, loss: 2.5648, grad_norm: 6.5979 2020-10-11 01:11:05,587 - mmaction - INFO - Epoch [6][1600/1793] lr: 7.500e-03, eta: 22:04:04, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.3750, top5_acc: 0.6729, loss_cls: 2.5314, loss: 2.5314, grad_norm: 6.2952 2020-10-11 01:11:26,039 - mmaction - INFO - Epoch [6][1620/1793] lr: 7.500e-03, eta: 22:03:47, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6740, loss_cls: 2.4738, loss: 2.4738, grad_norm: 6.5737 2020-10-11 01:11:46,045 - mmaction - INFO - Epoch [6][1640/1793] lr: 7.500e-03, eta: 22:03:26, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.3813, top5_acc: 0.6844, loss_cls: 2.5008, loss: 2.5008, grad_norm: 6.5427 2020-10-11 01:12:06,436 - mmaction - INFO - Epoch [6][1660/1793] lr: 7.500e-03, eta: 22:03:08, time: 1.018, data_time: 0.012, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6781, loss_cls: 2.5244, loss: 2.5244, grad_norm: 6.8012 2020-10-11 01:12:26,459 - mmaction - INFO - Epoch [6][1680/1793] lr: 7.500e-03, eta: 22:02:48, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6552, loss_cls: 2.6577, loss: 2.6577, grad_norm: 6.3041 2020-10-11 01:12:46,300 - mmaction - INFO - Epoch [6][1700/1793] lr: 7.500e-03, eta: 22:02:26, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.3854, top5_acc: 0.7021, loss_cls: 2.4936, loss: 2.4936, grad_norm: 6.6834 2020-10-11 01:13:06,409 - mmaction - INFO - Epoch [6][1720/1793] lr: 7.500e-03, eta: 22:02:05, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6750, loss_cls: 2.5084, loss: 2.5084, grad_norm: 6.5639 2020-10-11 01:13:26,346 - mmaction - INFO - Epoch [6][1740/1793] lr: 7.500e-03, eta: 22:01:45, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.3563, top5_acc: 0.6708, loss_cls: 2.6659, loss: 2.6659, grad_norm: 6.6443 2020-10-11 01:13:46,900 - mmaction - INFO - Epoch [6][1760/1793] lr: 7.500e-03, eta: 22:01:28, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.5322, loss: 2.5322, grad_norm: 6.5299 2020-10-11 01:14:07,244 - mmaction - INFO - Epoch [6][1780/1793] lr: 7.500e-03, eta: 22:01:10, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.3729, top5_acc: 0.6635, loss_cls: 2.5904, loss: 2.5904, grad_norm: 6.2168 2020-10-11 01:14:19,353 - mmaction - INFO - Saving checkpoint at 6 epochs 2020-10-11 01:14:52,091 - mmaction - INFO - Epoch [7][20/1793] lr: 7.500e-03, eta: 22:00:23, time: 1.563, data_time: 0.642, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7156, loss_cls: 2.3149, loss: 2.3149, grad_norm: 6.2644 2020-10-11 01:15:10,693 - mmaction - INFO - Epoch [7][40/1793] lr: 7.500e-03, eta: 21:59:52, time: 0.931, data_time: 0.003, memory: 10390, top1_acc: 0.3844, top5_acc: 0.6719, loss_cls: 2.5193, loss: 2.5193, grad_norm: 6.3570 2020-10-11 01:15:30,377 - mmaction - INFO - Epoch [7][60/1793] lr: 7.500e-03, eta: 21:59:29, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7010, loss_cls: 2.4125, loss: 2.4125, grad_norm: 6.2857 2020-10-11 01:15:51,369 - mmaction - INFO - Epoch [7][80/1793] lr: 7.500e-03, eta: 21:59:15, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6719, loss_cls: 2.5205, loss: 2.5205, grad_norm: 6.7624 2020-10-11 01:16:10,529 - mmaction - INFO - Epoch [7][100/1793] lr: 7.500e-03, eta: 21:58:48, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6979, loss_cls: 2.4227, loss: 2.4227, grad_norm: 6.7301 2020-10-11 01:16:30,848 - mmaction - INFO - Epoch [7][120/1793] lr: 7.500e-03, eta: 21:58:30, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6719, loss_cls: 2.4363, loss: 2.4363, grad_norm: 6.7398 2020-10-11 01:16:50,867 - mmaction - INFO - Epoch [7][140/1793] lr: 7.500e-03, eta: 21:58:09, time: 1.004, data_time: 0.009, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6750, loss_cls: 2.5220, loss: 2.5220, grad_norm: 6.6195 2020-10-11 01:17:10,740 - mmaction - INFO - Epoch [7][160/1793] lr: 7.500e-03, eta: 21:57:48, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7198, loss_cls: 2.3716, loss: 2.3716, grad_norm: 6.4658 2020-10-11 01:17:30,938 - mmaction - INFO - Epoch [7][180/1793] lr: 7.500e-03, eta: 21:57:28, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.3781, top5_acc: 0.6833, loss_cls: 2.5287, loss: 2.5287, grad_norm: 6.5094 2020-10-11 01:17:51,045 - mmaction - INFO - Epoch [7][200/1793] lr: 7.500e-03, eta: 21:57:09, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6781, loss_cls: 2.5651, loss: 2.5651, grad_norm: 6.5603 2020-10-11 01:18:11,605 - mmaction - INFO - Epoch [7][220/1793] lr: 7.500e-03, eta: 21:56:52, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7198, loss_cls: 2.3227, loss: 2.3227, grad_norm: 6.6813 2020-10-11 01:18:32,579 - mmaction - INFO - Epoch [7][240/1793] lr: 7.500e-03, eta: 21:56:38, time: 1.052, data_time: 0.007, memory: 10390, top1_acc: 0.3625, top5_acc: 0.6719, loss_cls: 2.5715, loss: 2.5715, grad_norm: 6.6643 2020-10-11 01:18:51,575 - mmaction - INFO - Epoch [7][260/1793] lr: 7.500e-03, eta: 21:56:10, time: 0.949, data_time: 0.003, memory: 10390, top1_acc: 0.4052, top5_acc: 0.7010, loss_cls: 2.4206, loss: 2.4206, grad_norm: 6.7754 2020-10-11 01:19:12,408 - mmaction - INFO - Epoch [7][280/1793] lr: 7.500e-03, eta: 21:55:55, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.3708, top5_acc: 0.6688, loss_cls: 2.5322, loss: 2.5322, grad_norm: 6.5107 2020-10-11 01:19:33,039 - mmaction - INFO - Epoch [7][300/1793] lr: 7.500e-03, eta: 21:55:39, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.3865, top5_acc: 0.6823, loss_cls: 2.5553, loss: 2.5553, grad_norm: 6.4420 2020-10-11 01:19:53,198 - mmaction - INFO - Epoch [7][320/1793] lr: 7.500e-03, eta: 21:55:20, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7021, loss_cls: 2.4370, loss: 2.4370, grad_norm: 6.8207 2020-10-11 01:20:13,436 - mmaction - INFO - Epoch [7][340/1793] lr: 7.500e-03, eta: 21:55:01, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7000, loss_cls: 2.4605, loss: 2.4605, grad_norm: 6.7384 2020-10-11 01:20:33,159 - mmaction - INFO - Epoch [7][360/1793] lr: 7.500e-03, eta: 21:54:38, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.3896, top5_acc: 0.7083, loss_cls: 2.4546, loss: 2.4546, grad_norm: 6.5047 2020-10-11 01:20:53,161 - mmaction - INFO - Epoch [7][380/1793] lr: 7.500e-03, eta: 21:54:17, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7010, loss_cls: 2.4048, loss: 2.4048, grad_norm: 6.7032 2020-10-11 01:21:13,391 - mmaction - INFO - Epoch [7][400/1793] lr: 7.500e-03, eta: 21:53:58, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.3823, top5_acc: 0.7000, loss_cls: 2.4505, loss: 2.4505, grad_norm: 6.8963 2020-10-11 01:21:33,265 - mmaction - INFO - Epoch [7][420/1793] lr: 7.500e-03, eta: 21:53:36, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6750, loss_cls: 2.4940, loss: 2.4940, grad_norm: 6.5198 2020-10-11 01:21:52,957 - mmaction - INFO - Epoch [7][440/1793] lr: 7.500e-03, eta: 21:53:14, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7083, loss_cls: 2.3350, loss: 2.3350, grad_norm: 6.4829 2020-10-11 01:22:13,261 - mmaction - INFO - Epoch [7][460/1793] lr: 7.500e-03, eta: 21:52:55, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4177, top5_acc: 0.6958, loss_cls: 2.4252, loss: 2.4252, grad_norm: 6.5134 2020-10-11 01:22:33,024 - mmaction - INFO - Epoch [7][480/1793] lr: 7.500e-03, eta: 21:52:33, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7010, loss_cls: 2.4474, loss: 2.4474, grad_norm: 6.7934 2020-10-11 01:22:52,843 - mmaction - INFO - Epoch [7][500/1793] lr: 7.500e-03, eta: 21:52:11, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7021, loss_cls: 2.4887, loss: 2.4887, grad_norm: 6.6336 2020-10-11 01:23:12,855 - mmaction - INFO - Epoch [7][520/1793] lr: 7.500e-03, eta: 21:51:50, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7063, loss_cls: 2.4309, loss: 2.4309, grad_norm: 7.0871 2020-10-11 01:23:32,931 - mmaction - INFO - Epoch [7][540/1793] lr: 7.500e-03, eta: 21:51:30, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6979, loss_cls: 2.3869, loss: 2.3869, grad_norm: 6.6711 2020-10-11 01:23:52,665 - mmaction - INFO - Epoch [7][560/1793] lr: 7.500e-03, eta: 21:51:08, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6875, loss_cls: 2.4403, loss: 2.4403, grad_norm: 6.6641 2020-10-11 01:24:13,348 - mmaction - INFO - Epoch [7][580/1793] lr: 7.500e-03, eta: 21:50:51, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.4229, top5_acc: 0.7125, loss_cls: 2.4217, loss: 2.4217, grad_norm: 6.6044 2020-10-11 01:24:33,156 - mmaction - INFO - Epoch [7][600/1793] lr: 7.500e-03, eta: 21:50:30, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6625, loss_cls: 2.5674, loss: 2.5674, grad_norm: 6.6333 2020-10-11 01:24:52,753 - mmaction - INFO - Epoch [7][620/1793] lr: 7.500e-03, eta: 21:50:06, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6740, loss_cls: 2.5132, loss: 2.5132, grad_norm: 6.7898 2020-10-11 01:25:12,493 - mmaction - INFO - Epoch [7][640/1793] lr: 7.500e-03, eta: 21:49:43, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4354, top5_acc: 0.6896, loss_cls: 2.4249, loss: 2.4249, grad_norm: 6.6880 2020-10-11 01:25:32,326 - mmaction - INFO - Epoch [7][660/1793] lr: 7.500e-03, eta: 21:49:22, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6688, loss_cls: 2.4604, loss: 2.4604, grad_norm: 6.4994 2020-10-11 01:25:52,598 - mmaction - INFO - Epoch [7][680/1793] lr: 7.500e-03, eta: 21:49:03, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.3854, top5_acc: 0.7042, loss_cls: 2.4469, loss: 2.4469, grad_norm: 6.6260 2020-10-11 01:26:12,313 - mmaction - INFO - Epoch [7][700/1793] lr: 7.500e-03, eta: 21:48:40, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7156, loss_cls: 2.4889, loss: 2.4889, grad_norm: 6.8099 2020-10-11 01:26:32,514 - mmaction - INFO - Epoch [7][720/1793] lr: 7.500e-03, eta: 21:48:21, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.3938, top5_acc: 0.6969, loss_cls: 2.4272, loss: 2.4272, grad_norm: 6.6403 2020-10-11 01:26:52,019 - mmaction - INFO - Epoch [7][740/1793] lr: 7.500e-03, eta: 21:47:57, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7052, loss_cls: 2.4035, loss: 2.4035, grad_norm: 6.7895 2020-10-11 01:27:12,434 - mmaction - INFO - Epoch [7][760/1793] lr: 7.500e-03, eta: 21:47:39, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7229, loss_cls: 2.3619, loss: 2.3619, grad_norm: 6.8759 2020-10-11 01:27:32,220 - mmaction - INFO - Epoch [7][780/1793] lr: 7.500e-03, eta: 21:47:17, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4062, top5_acc: 0.7000, loss_cls: 2.4453, loss: 2.4453, grad_norm: 6.3751 2020-10-11 01:27:52,461 - mmaction - INFO - Epoch [7][800/1793] lr: 7.500e-03, eta: 21:46:58, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7031, loss_cls: 2.4358, loss: 2.4358, grad_norm: 6.6067 2020-10-11 01:28:12,141 - mmaction - INFO - Epoch [7][820/1793] lr: 7.500e-03, eta: 21:46:35, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.3677, top5_acc: 0.6885, loss_cls: 2.5485, loss: 2.5485, grad_norm: 6.6710 2020-10-11 01:28:32,297 - mmaction - INFO - Epoch [7][840/1793] lr: 7.500e-03, eta: 21:46:16, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6833, loss_cls: 2.5066, loss: 2.5066, grad_norm: 6.5577 2020-10-11 01:28:52,240 - mmaction - INFO - Epoch [7][860/1793] lr: 7.500e-03, eta: 21:45:55, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6969, loss_cls: 2.4474, loss: 2.4474, grad_norm: 6.7003 2020-10-11 01:29:12,189 - mmaction - INFO - Epoch [7][880/1793] lr: 7.500e-03, eta: 21:45:33, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.3906, top5_acc: 0.6760, loss_cls: 2.5359, loss: 2.5359, grad_norm: 6.6007 2020-10-11 01:29:32,181 - mmaction - INFO - Epoch [7][900/1793] lr: 7.500e-03, eta: 21:45:13, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.4302, top5_acc: 0.6792, loss_cls: 2.4570, loss: 2.4570, grad_norm: 6.5961 2020-10-11 01:29:52,150 - mmaction - INFO - Epoch [7][920/1793] lr: 7.500e-03, eta: 21:44:52, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6938, loss_cls: 2.4793, loss: 2.4793, grad_norm: 6.3417 2020-10-11 01:30:12,508 - mmaction - INFO - Epoch [7][940/1793] lr: 7.500e-03, eta: 21:44:34, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6854, loss_cls: 2.5082, loss: 2.5082, grad_norm: 6.3372 2020-10-11 01:30:32,434 - mmaction - INFO - Epoch [7][960/1793] lr: 7.500e-03, eta: 21:44:13, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.4073, top5_acc: 0.6885, loss_cls: 2.4390, loss: 2.4390, grad_norm: 6.6684 2020-10-11 01:30:53,111 - mmaction - INFO - Epoch [7][980/1793] lr: 7.500e-03, eta: 21:43:57, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6854, loss_cls: 2.4380, loss: 2.4380, grad_norm: 6.5723 2020-10-11 01:31:12,199 - mmaction - INFO - Epoch [7][1000/1793] lr: 7.500e-03, eta: 21:43:30, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6917, loss_cls: 2.4787, loss: 2.4787, grad_norm: 6.4349 2020-10-11 01:31:31,964 - mmaction - INFO - Epoch [7][1020/1793] lr: 7.500e-03, eta: 21:43:08, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4052, top5_acc: 0.6937, loss_cls: 2.4111, loss: 2.4111, grad_norm: 6.8024 2020-10-11 01:31:51,924 - mmaction - INFO - Epoch [7][1040/1793] lr: 7.500e-03, eta: 21:42:47, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.4385, top5_acc: 0.6927, loss_cls: 2.3633, loss: 2.3633, grad_norm: 6.4279 2020-10-11 01:32:11,789 - mmaction - INFO - Epoch [7][1060/1793] lr: 7.500e-03, eta: 21:42:25, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.3958, top5_acc: 0.6781, loss_cls: 2.5010, loss: 2.5010, grad_norm: 6.5904 2020-10-11 01:32:31,363 - mmaction - INFO - Epoch [7][1080/1793] lr: 7.500e-03, eta: 21:42:02, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6875, loss_cls: 2.4836, loss: 2.4836, grad_norm: 6.6337 2020-10-11 01:32:51,244 - mmaction - INFO - Epoch [7][1100/1793] lr: 7.500e-03, eta: 21:41:41, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.3948, top5_acc: 0.6823, loss_cls: 2.5157, loss: 2.5157, grad_norm: 6.9034 2020-10-11 01:33:10,942 - mmaction - INFO - Epoch [7][1120/1793] lr: 7.500e-03, eta: 21:41:18, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4010, top5_acc: 0.6813, loss_cls: 2.4818, loss: 2.4818, grad_norm: 6.7024 2020-10-11 01:33:30,936 - mmaction - INFO - Epoch [7][1140/1793] lr: 7.500e-03, eta: 21:40:57, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6823, loss_cls: 2.5326, loss: 2.5326, grad_norm: 6.5634 2020-10-11 01:33:50,391 - mmaction - INFO - Epoch [7][1160/1793] lr: 7.500e-03, eta: 21:40:33, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.3771, top5_acc: 0.6740, loss_cls: 2.5690, loss: 2.5690, grad_norm: 6.7716 2020-10-11 01:34:10,372 - mmaction - INFO - Epoch [7][1180/1793] lr: 7.500e-03, eta: 21:40:12, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.3823, top5_acc: 0.6781, loss_cls: 2.5452, loss: 2.5452, grad_norm: 6.7203 2020-10-11 01:34:29,932 - mmaction - INFO - Epoch [7][1200/1793] lr: 7.500e-03, eta: 21:39:49, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.3792, top5_acc: 0.6646, loss_cls: 2.5696, loss: 2.5696, grad_norm: 6.4106 2020-10-11 01:34:49,672 - mmaction - INFO - Epoch [7][1220/1793] lr: 7.500e-03, eta: 21:39:27, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.3719, top5_acc: 0.6885, loss_cls: 2.5183, loss: 2.5183, grad_norm: 6.4246 2020-10-11 01:35:09,412 - mmaction - INFO - Epoch [7][1240/1793] lr: 7.500e-03, eta: 21:39:05, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7188, loss_cls: 2.3123, loss: 2.3123, grad_norm: 6.4965 2020-10-11 01:35:29,269 - mmaction - INFO - Epoch [7][1260/1793] lr: 7.500e-03, eta: 21:38:43, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6771, loss_cls: 2.4821, loss: 2.4821, grad_norm: 6.8041 2020-10-11 01:35:49,118 - mmaction - INFO - Epoch [7][1280/1793] lr: 7.500e-03, eta: 21:38:21, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6833, loss_cls: 2.4871, loss: 2.4871, grad_norm: 6.7093 2020-10-11 01:36:08,824 - mmaction - INFO - Epoch [7][1300/1793] lr: 7.500e-03, eta: 21:37:59, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6833, loss_cls: 2.5353, loss: 2.5353, grad_norm: 6.5094 2020-10-11 01:36:28,957 - mmaction - INFO - Epoch [7][1320/1793] lr: 7.500e-03, eta: 21:37:39, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6750, loss_cls: 2.4998, loss: 2.4998, grad_norm: 7.0383 2020-10-11 01:36:48,820 - mmaction - INFO - Epoch [7][1340/1793] lr: 7.500e-03, eta: 21:37:18, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6740, loss_cls: 2.4809, loss: 2.4809, grad_norm: 6.6342 2020-10-11 01:37:08,518 - mmaction - INFO - Epoch [7][1360/1793] lr: 7.500e-03, eta: 21:36:56, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6740, loss_cls: 2.4804, loss: 2.4804, grad_norm: 6.6321 2020-10-11 01:37:28,036 - mmaction - INFO - Epoch [7][1380/1793] lr: 7.500e-03, eta: 21:36:32, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7052, loss_cls: 2.3887, loss: 2.3887, grad_norm: 6.7298 2020-10-11 01:37:47,870 - mmaction - INFO - Epoch [7][1400/1793] lr: 7.500e-03, eta: 21:36:10, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6802, loss_cls: 2.4714, loss: 2.4714, grad_norm: 6.7156 2020-10-11 01:38:08,283 - mmaction - INFO - Epoch [7][1420/1793] lr: 7.500e-03, eta: 21:35:52, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.3854, top5_acc: 0.6729, loss_cls: 2.5374, loss: 2.5374, grad_norm: 6.4271 2020-10-11 01:38:27,678 - mmaction - INFO - Epoch [7][1440/1793] lr: 7.500e-03, eta: 21:35:28, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6938, loss_cls: 2.4046, loss: 2.4046, grad_norm: 6.7087 2020-10-11 01:38:47,903 - mmaction - INFO - Epoch [7][1460/1793] lr: 7.500e-03, eta: 21:35:09, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7104, loss_cls: 2.3903, loss: 2.3903, grad_norm: 6.7521 2020-10-11 01:39:07,657 - mmaction - INFO - Epoch [7][1480/1793] lr: 7.500e-03, eta: 21:34:47, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.4385, top5_acc: 0.6896, loss_cls: 2.4331, loss: 2.4331, grad_norm: 6.6025 2020-10-11 01:39:26,985 - mmaction - INFO - Epoch [7][1500/1793] lr: 7.500e-03, eta: 21:34:22, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6917, loss_cls: 2.4074, loss: 2.4074, grad_norm: 6.5511 2020-10-11 01:39:46,691 - mmaction - INFO - Epoch [7][1520/1793] lr: 7.500e-03, eta: 21:34:00, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.3990, top5_acc: 0.7031, loss_cls: 2.4333, loss: 2.4333, grad_norm: 6.6832 2020-10-11 01:40:07,334 - mmaction - INFO - Epoch [7][1540/1793] lr: 7.500e-03, eta: 21:33:43, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6990, loss_cls: 2.3837, loss: 2.3837, grad_norm: 6.8713 2020-10-11 01:40:27,430 - mmaction - INFO - Epoch [7][1560/1793] lr: 7.500e-03, eta: 21:33:23, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.4000, top5_acc: 0.6979, loss_cls: 2.4813, loss: 2.4813, grad_norm: 6.7424 2020-10-11 01:40:46,661 - mmaction - INFO - Epoch [7][1580/1793] lr: 7.500e-03, eta: 21:32:58, time: 0.961, data_time: 0.005, memory: 10390, top1_acc: 0.4156, top5_acc: 0.6823, loss_cls: 2.4554, loss: 2.4554, grad_norm: 6.3069 2020-10-11 01:41:06,359 - mmaction - INFO - Epoch [7][1600/1793] lr: 7.500e-03, eta: 21:32:35, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.4031, top5_acc: 0.6917, loss_cls: 2.4125, loss: 2.4125, grad_norm: 6.3261 2020-10-11 01:41:26,419 - mmaction - INFO - Epoch [7][1620/1793] lr: 7.500e-03, eta: 21:32:16, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7063, loss_cls: 2.4052, loss: 2.4052, grad_norm: 6.4582 2020-10-11 01:41:46,276 - mmaction - INFO - Epoch [7][1640/1793] lr: 7.500e-03, eta: 21:31:54, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.3927, top5_acc: 0.6896, loss_cls: 2.4764, loss: 2.4764, grad_norm: 6.5199 2020-10-11 01:42:05,762 - mmaction - INFO - Epoch [7][1660/1793] lr: 7.500e-03, eta: 21:31:31, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.6979, loss_cls: 2.3710, loss: 2.3710, grad_norm: 6.4645 2020-10-11 01:42:26,123 - mmaction - INFO - Epoch [7][1680/1793] lr: 7.500e-03, eta: 21:31:12, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.4042, top5_acc: 0.7104, loss_cls: 2.3780, loss: 2.3780, grad_norm: 6.6400 2020-10-11 01:42:45,390 - mmaction - INFO - Epoch [7][1700/1793] lr: 7.500e-03, eta: 21:30:47, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4208, top5_acc: 0.6802, loss_cls: 2.4646, loss: 2.4646, grad_norm: 6.3307 2020-10-11 01:43:05,265 - mmaction - INFO - Epoch [7][1720/1793] lr: 7.500e-03, eta: 21:30:26, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.4104, top5_acc: 0.6875, loss_cls: 2.4507, loss: 2.4507, grad_norm: 6.5609 2020-10-11 01:43:25,166 - mmaction - INFO - Epoch [7][1740/1793] lr: 7.500e-03, eta: 21:30:05, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6458, loss_cls: 2.5962, loss: 2.5962, grad_norm: 6.4948 2020-10-11 01:43:44,792 - mmaction - INFO - Epoch [7][1760/1793] lr: 7.500e-03, eta: 21:29:42, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.3802, top5_acc: 0.6906, loss_cls: 2.4919, loss: 2.4919, grad_norm: 6.4358 2020-10-11 01:44:05,494 - mmaction - INFO - Epoch [7][1780/1793] lr: 7.500e-03, eta: 21:29:26, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6708, loss_cls: 2.4965, loss: 2.4965, grad_norm: 6.4294 2020-10-11 01:44:17,420 - mmaction - INFO - Saving checkpoint at 7 epochs 2020-10-11 01:44:44,696 - mmaction - INFO - Epoch [8][20/1793] lr: 7.500e-03, eta: 21:28:07, time: 1.285, data_time: 0.386, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6906, loss_cls: 2.4589, loss: 2.4589, grad_norm: 6.5193 2020-10-11 01:45:03,479 - mmaction - INFO - Epoch [8][40/1793] lr: 7.500e-03, eta: 21:27:40, time: 0.940, data_time: 0.004, memory: 10390, top1_acc: 0.4188, top5_acc: 0.6802, loss_cls: 2.4403, loss: 2.4403, grad_norm: 6.5983 2020-10-11 01:45:23,678 - mmaction - INFO - Epoch [8][60/1793] lr: 7.500e-03, eta: 21:27:20, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.4271, top5_acc: 0.6969, loss_cls: 2.3416, loss: 2.3416, grad_norm: 6.5131 2020-10-11 01:45:43,087 - mmaction - INFO - Epoch [8][80/1793] lr: 7.500e-03, eta: 21:26:56, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7188, loss_cls: 2.2863, loss: 2.2863, grad_norm: 6.4486 2020-10-11 01:46:03,487 - mmaction - INFO - Epoch [8][100/1793] lr: 7.500e-03, eta: 21:26:39, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7094, loss_cls: 2.3579, loss: 2.3579, grad_norm: 6.7036 2020-10-11 01:46:23,647 - mmaction - INFO - Epoch [8][120/1793] lr: 7.500e-03, eta: 21:26:19, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.6948, loss_cls: 2.4203, loss: 2.4203, grad_norm: 6.7332 2020-10-11 01:46:43,099 - mmaction - INFO - Epoch [8][140/1793] lr: 7.500e-03, eta: 21:25:55, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4146, top5_acc: 0.6938, loss_cls: 2.3717, loss: 2.3717, grad_norm: 6.6748 2020-10-11 01:47:03,643 - mmaction - INFO - Epoch [8][160/1793] lr: 7.500e-03, eta: 21:25:38, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7083, loss_cls: 2.3099, loss: 2.3099, grad_norm: 6.7669 2020-10-11 01:47:23,148 - mmaction - INFO - Epoch [8][180/1793] lr: 7.500e-03, eta: 21:25:15, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7083, loss_cls: 2.3135, loss: 2.3135, grad_norm: 6.5536 2020-10-11 01:47:42,689 - mmaction - INFO - Epoch [8][200/1793] lr: 7.500e-03, eta: 21:24:52, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7219, loss_cls: 2.2903, loss: 2.2903, grad_norm: 6.6553 2020-10-11 01:48:02,143 - mmaction - INFO - Epoch [8][220/1793] lr: 7.500e-03, eta: 21:24:28, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7063, loss_cls: 2.3992, loss: 2.3992, grad_norm: 6.7017 2020-10-11 01:48:21,808 - mmaction - INFO - Epoch [8][240/1793] lr: 7.500e-03, eta: 21:24:06, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7052, loss_cls: 2.3829, loss: 2.3829, grad_norm: 6.5819 2020-10-11 01:48:41,544 - mmaction - INFO - Epoch [8][260/1793] lr: 7.500e-03, eta: 21:23:44, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7188, loss_cls: 2.3620, loss: 2.3620, grad_norm: 6.7563 2020-10-11 01:49:01,252 - mmaction - INFO - Epoch [8][280/1793] lr: 7.500e-03, eta: 21:23:22, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7125, loss_cls: 2.3825, loss: 2.3825, grad_norm: 6.7653 2020-10-11 01:49:20,947 - mmaction - INFO - Epoch [8][300/1793] lr: 7.500e-03, eta: 21:23:00, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.3917, top5_acc: 0.6844, loss_cls: 2.5028, loss: 2.5028, grad_norm: 6.7038 2020-10-11 01:49:40,533 - mmaction - INFO - Epoch [8][320/1793] lr: 7.500e-03, eta: 21:22:37, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7187, loss_cls: 2.3287, loss: 2.3287, grad_norm: 6.6909 2020-10-11 01:50:00,736 - mmaction - INFO - Epoch [8][340/1793] lr: 7.500e-03, eta: 21:22:18, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7094, loss_cls: 2.3851, loss: 2.3851, grad_norm: 6.7209 2020-10-11 01:50:20,800 - mmaction - INFO - Epoch [8][360/1793] lr: 7.500e-03, eta: 21:21:58, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7000, loss_cls: 2.4418, loss: 2.4418, grad_norm: 6.6322 2020-10-11 01:50:40,622 - mmaction - INFO - Epoch [8][380/1793] lr: 7.500e-03, eta: 21:21:37, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4000, top5_acc: 0.6990, loss_cls: 2.4104, loss: 2.4104, grad_norm: 6.8189 2020-10-11 01:51:00,415 - mmaction - INFO - Epoch [8][400/1793] lr: 7.500e-03, eta: 21:21:15, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7240, loss_cls: 2.2866, loss: 2.2866, grad_norm: 6.4314 2020-10-11 01:51:20,263 - mmaction - INFO - Epoch [8][420/1793] lr: 7.500e-03, eta: 21:20:53, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4052, top5_acc: 0.7073, loss_cls: 2.3694, loss: 2.3694, grad_norm: 6.8839 2020-10-11 01:51:39,929 - mmaction - INFO - Epoch [8][440/1793] lr: 7.500e-03, eta: 21:20:31, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.4313, top5_acc: 0.6979, loss_cls: 2.3562, loss: 2.3562, grad_norm: 6.4492 2020-10-11 01:51:59,647 - mmaction - INFO - Epoch [8][460/1793] lr: 7.500e-03, eta: 21:20:09, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7167, loss_cls: 2.3174, loss: 2.3174, grad_norm: 6.8762 2020-10-11 01:52:19,395 - mmaction - INFO - Epoch [8][480/1793] lr: 7.500e-03, eta: 21:19:48, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.3885, top5_acc: 0.6917, loss_cls: 2.4316, loss: 2.4316, grad_norm: 6.8568 2020-10-11 01:52:38,854 - mmaction - INFO - Epoch [8][500/1793] lr: 7.500e-03, eta: 21:19:24, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7167, loss_cls: 2.3275, loss: 2.3275, grad_norm: 6.6908 2020-10-11 01:52:58,421 - mmaction - INFO - Epoch [8][520/1793] lr: 7.500e-03, eta: 21:19:01, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.3529, loss: 2.3529, grad_norm: 6.8300 2020-10-11 01:53:18,555 - mmaction - INFO - Epoch [8][540/1793] lr: 7.500e-03, eta: 21:18:42, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7094, loss_cls: 2.3980, loss: 2.3980, grad_norm: 6.8504 2020-10-11 01:53:39,066 - mmaction - INFO - Epoch [8][560/1793] lr: 7.500e-03, eta: 21:18:25, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.4187, top5_acc: 0.7104, loss_cls: 2.3310, loss: 2.3310, grad_norm: 6.5649 2020-10-11 01:53:58,585 - mmaction - INFO - Epoch [8][580/1793] lr: 7.500e-03, eta: 21:18:01, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7271, loss_cls: 2.3185, loss: 2.3185, grad_norm: 6.5046 2020-10-11 01:54:18,257 - mmaction - INFO - Epoch [8][600/1793] lr: 7.500e-03, eta: 21:17:39, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6937, loss_cls: 2.3851, loss: 2.3851, grad_norm: 6.7187 2020-10-11 01:54:38,160 - mmaction - INFO - Epoch [8][620/1793] lr: 7.500e-03, eta: 21:17:18, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.3990, top5_acc: 0.6969, loss_cls: 2.4308, loss: 2.4308, grad_norm: 6.5158 2020-10-11 01:54:57,383 - mmaction - INFO - Epoch [8][640/1793] lr: 7.500e-03, eta: 21:16:54, time: 0.963, data_time: 0.004, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7260, loss_cls: 2.3132, loss: 2.3132, grad_norm: 6.5317 2020-10-11 01:55:17,060 - mmaction - INFO - Epoch [8][660/1793] lr: 7.500e-03, eta: 21:16:30, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.3948, top5_acc: 0.7042, loss_cls: 2.3947, loss: 2.3947, grad_norm: 6.8035 2020-10-11 01:55:36,653 - mmaction - INFO - Epoch [8][680/1793] lr: 7.500e-03, eta: 21:16:09, time: 0.989, data_time: 0.013, memory: 10390, top1_acc: 0.3812, top5_acc: 0.6688, loss_cls: 2.5483, loss: 2.5483, grad_norm: 6.4511 2020-10-11 01:55:56,336 - mmaction - INFO - Epoch [8][700/1793] lr: 7.500e-03, eta: 21:15:47, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4031, top5_acc: 0.7000, loss_cls: 2.4314, loss: 2.4314, grad_norm: 6.7768 2020-10-11 01:56:15,867 - mmaction - INFO - Epoch [8][720/1793] lr: 7.500e-03, eta: 21:15:23, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.3865, top5_acc: 0.7021, loss_cls: 2.4604, loss: 2.4604, grad_norm: 6.9921 2020-10-11 01:56:35,790 - mmaction - INFO - Epoch [8][740/1793] lr: 7.500e-03, eta: 21:15:03, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.4063, top5_acc: 0.6948, loss_cls: 2.4110, loss: 2.4110, grad_norm: 6.6758 2020-10-11 01:56:55,512 - mmaction - INFO - Epoch [8][760/1793] lr: 7.500e-03, eta: 21:14:41, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7031, loss_cls: 2.4176, loss: 2.4176, grad_norm: 6.5067 2020-10-11 01:57:15,119 - mmaction - INFO - Epoch [8][780/1793] lr: 7.500e-03, eta: 21:14:18, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6854, loss_cls: 2.4704, loss: 2.4704, grad_norm: 6.6615 2020-10-11 01:57:34,509 - mmaction - INFO - Epoch [8][800/1793] lr: 7.500e-03, eta: 21:13:55, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6917, loss_cls: 2.4462, loss: 2.4462, grad_norm: 6.7637 2020-10-11 01:57:54,495 - mmaction - INFO - Epoch [8][820/1793] lr: 7.500e-03, eta: 21:13:35, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7052, loss_cls: 2.3661, loss: 2.3661, grad_norm: 6.7219 2020-10-11 01:58:14,078 - mmaction - INFO - Epoch [8][840/1793] lr: 7.500e-03, eta: 21:13:12, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.7062, loss_cls: 2.4240, loss: 2.4240, grad_norm: 7.0505 2020-10-11 01:58:33,579 - mmaction - INFO - Epoch [8][860/1793] lr: 7.500e-03, eta: 21:12:49, time: 0.978, data_time: 0.007, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7115, loss_cls: 2.3534, loss: 2.3534, grad_norm: 6.5266 2020-10-11 01:58:53,196 - mmaction - INFO - Epoch [8][880/1793] lr: 7.500e-03, eta: 21:12:27, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7427, loss_cls: 2.2614, loss: 2.2614, grad_norm: 6.9665 2020-10-11 01:59:13,305 - mmaction - INFO - Epoch [8][900/1793] lr: 7.500e-03, eta: 21:12:07, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.4063, top5_acc: 0.7000, loss_cls: 2.3848, loss: 2.3848, grad_norm: 6.9206 2020-10-11 01:59:33,312 - mmaction - INFO - Epoch [8][920/1793] lr: 7.500e-03, eta: 21:11:47, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6875, loss_cls: 2.3825, loss: 2.3825, grad_norm: 6.6283 2020-10-11 01:59:52,592 - mmaction - INFO - Epoch [8][940/1793] lr: 7.500e-03, eta: 21:11:22, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6958, loss_cls: 2.4617, loss: 2.4617, grad_norm: 6.7449 2020-10-11 02:00:13,643 - mmaction - INFO - Epoch [8][960/1793] lr: 7.500e-03, eta: 21:11:06, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.4187, top5_acc: 0.7115, loss_cls: 2.3114, loss: 2.3114, grad_norm: 6.7874 2020-10-11 02:00:33,404 - mmaction - INFO - Epoch [8][980/1793] lr: 7.500e-03, eta: 21:10:47, time: 1.004, data_time: 0.029, memory: 10390, top1_acc: 0.3896, top5_acc: 0.6885, loss_cls: 2.4838, loss: 2.4838, grad_norm: 6.8185 2020-10-11 02:00:52,666 - mmaction - INFO - Epoch [8][1000/1793] lr: 7.500e-03, eta: 21:10:22, time: 0.963, data_time: 0.002, memory: 10390, top1_acc: 0.4031, top5_acc: 0.7167, loss_cls: 2.3650, loss: 2.3650, grad_norm: 6.7107 2020-10-11 02:01:12,524 - mmaction - INFO - Epoch [8][1020/1793] lr: 7.500e-03, eta: 21:10:01, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4094, top5_acc: 0.7042, loss_cls: 2.3692, loss: 2.3692, grad_norm: 6.4184 2020-10-11 02:01:31,894 - mmaction - INFO - Epoch [8][1040/1793] lr: 7.500e-03, eta: 21:09:37, time: 0.969, data_time: 0.008, memory: 10390, top1_acc: 0.4083, top5_acc: 0.6927, loss_cls: 2.3957, loss: 2.3957, grad_norm: 6.4733 2020-10-11 02:01:51,795 - mmaction - INFO - Epoch [8][1060/1793] lr: 7.500e-03, eta: 21:09:17, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4125, top5_acc: 0.6781, loss_cls: 2.4553, loss: 2.4553, grad_norm: 6.5770 2020-10-11 02:02:11,756 - mmaction - INFO - Epoch [8][1080/1793] lr: 7.500e-03, eta: 21:08:56, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7042, loss_cls: 2.4120, loss: 2.4120, grad_norm: 6.8429 2020-10-11 02:02:31,737 - mmaction - INFO - Epoch [8][1100/1793] lr: 7.500e-03, eta: 21:08:36, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7187, loss_cls: 2.3666, loss: 2.3666, grad_norm: 7.1532 2020-10-11 02:02:51,672 - mmaction - INFO - Epoch [8][1120/1793] lr: 7.500e-03, eta: 21:08:15, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4104, top5_acc: 0.7073, loss_cls: 2.3864, loss: 2.3864, grad_norm: 6.7069 2020-10-11 02:03:11,204 - mmaction - INFO - Epoch [8][1140/1793] lr: 7.500e-03, eta: 21:07:53, time: 0.978, data_time: 0.004, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7094, loss_cls: 2.2889, loss: 2.2889, grad_norm: 6.5924 2020-10-11 02:03:31,016 - mmaction - INFO - Epoch [8][1160/1793] lr: 7.500e-03, eta: 21:07:31, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7146, loss_cls: 2.3598, loss: 2.3598, grad_norm: 6.5022 2020-10-11 02:03:50,980 - mmaction - INFO - Epoch [8][1180/1793] lr: 7.500e-03, eta: 21:07:11, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7427, loss_cls: 2.2825, loss: 2.2825, grad_norm: 6.6736 2020-10-11 02:04:10,417 - mmaction - INFO - Epoch [8][1200/1793] lr: 7.500e-03, eta: 21:06:48, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.4187, top5_acc: 0.7146, loss_cls: 2.3510, loss: 2.3510, grad_norm: 6.9884 2020-10-11 02:04:30,153 - mmaction - INFO - Epoch [8][1220/1793] lr: 7.500e-03, eta: 21:06:26, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7292, loss_cls: 2.2578, loss: 2.2578, grad_norm: 6.7733 2020-10-11 02:04:50,197 - mmaction - INFO - Epoch [8][1240/1793] lr: 7.500e-03, eta: 21:06:06, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7094, loss_cls: 2.3569, loss: 2.3569, grad_norm: 6.8676 2020-10-11 02:05:09,652 - mmaction - INFO - Epoch [8][1260/1793] lr: 7.500e-03, eta: 21:05:43, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.4063, top5_acc: 0.7094, loss_cls: 2.4330, loss: 2.4330, grad_norm: 6.6802 2020-10-11 02:05:30,053 - mmaction - INFO - Epoch [8][1280/1793] lr: 7.500e-03, eta: 21:05:25, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.4083, top5_acc: 0.7167, loss_cls: 2.3549, loss: 2.3549, grad_norm: 6.6580 2020-10-11 02:05:49,265 - mmaction - INFO - Epoch [8][1300/1793] lr: 7.500e-03, eta: 21:05:00, time: 0.959, data_time: 0.005, memory: 10390, top1_acc: 0.3979, top5_acc: 0.6990, loss_cls: 2.4331, loss: 2.4331, grad_norm: 6.6186 2020-10-11 02:06:08,471 - mmaction - INFO - Epoch [8][1320/1793] lr: 7.500e-03, eta: 21:04:36, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7104, loss_cls: 2.3710, loss: 2.3710, grad_norm: 6.6283 2020-10-11 02:06:29,202 - mmaction - INFO - Epoch [8][1340/1793] lr: 7.500e-03, eta: 21:04:20, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.6885, loss_cls: 2.3751, loss: 2.3751, grad_norm: 6.7670 2020-10-11 02:06:48,649 - mmaction - INFO - Epoch [8][1360/1793] lr: 7.500e-03, eta: 21:03:56, time: 0.969, data_time: 0.007, memory: 10390, top1_acc: 0.4167, top5_acc: 0.7156, loss_cls: 2.3606, loss: 2.3606, grad_norm: 6.6771 2020-10-11 02:07:08,674 - mmaction - INFO - Epoch [8][1380/1793] lr: 7.500e-03, eta: 21:03:37, time: 1.005, data_time: 0.008, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7177, loss_cls: 2.3301, loss: 2.3301, grad_norm: 6.6734 2020-10-11 02:07:28,136 - mmaction - INFO - Epoch [8][1400/1793] lr: 7.500e-03, eta: 21:03:13, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7031, loss_cls: 2.4111, loss: 2.4111, grad_norm: 6.5109 2020-10-11 02:07:48,273 - mmaction - INFO - Epoch [8][1420/1793] lr: 7.500e-03, eta: 21:02:54, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7083, loss_cls: 2.3335, loss: 2.3335, grad_norm: 6.7063 2020-10-11 02:08:07,678 - mmaction - INFO - Epoch [8][1440/1793] lr: 7.500e-03, eta: 21:02:31, time: 0.970, data_time: 0.005, memory: 10390, top1_acc: 0.4187, top5_acc: 0.7104, loss_cls: 2.3925, loss: 2.3925, grad_norm: 6.8752 2020-10-11 02:08:27,057 - mmaction - INFO - Epoch [8][1460/1793] lr: 7.500e-03, eta: 21:02:07, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7042, loss_cls: 2.3683, loss: 2.3683, grad_norm: 6.7080 2020-10-11 02:08:46,772 - mmaction - INFO - Epoch [8][1480/1793] lr: 7.500e-03, eta: 21:01:45, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.3969, top5_acc: 0.6802, loss_cls: 2.4836, loss: 2.4836, grad_norm: 6.7404 2020-10-11 02:09:07,054 - mmaction - INFO - Epoch [8][1500/1793] lr: 7.500e-03, eta: 21:01:27, time: 1.019, data_time: 0.009, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6865, loss_cls: 2.4046, loss: 2.4046, grad_norm: 6.9341 2020-10-11 02:09:26,997 - mmaction - INFO - Epoch [8][1520/1793] lr: 7.500e-03, eta: 21:01:06, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7000, loss_cls: 2.3924, loss: 2.3924, grad_norm: 6.4797 2020-10-11 02:09:47,938 - mmaction - INFO - Epoch [8][1540/1793] lr: 7.500e-03, eta: 21:00:51, time: 1.050, data_time: 0.007, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7146, loss_cls: 2.3691, loss: 2.3691, grad_norm: 6.5013 2020-10-11 02:10:08,022 - mmaction - INFO - Epoch [8][1560/1793] lr: 7.500e-03, eta: 21:00:31, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.4323, top5_acc: 0.6990, loss_cls: 2.3579, loss: 2.3579, grad_norm: 6.6871 2020-10-11 02:10:27,407 - mmaction - INFO - Epoch [8][1580/1793] lr: 7.500e-03, eta: 21:00:08, time: 0.972, data_time: 0.005, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7115, loss_cls: 2.3465, loss: 2.3465, grad_norm: 6.9254 2020-10-11 02:10:47,112 - mmaction - INFO - Epoch [8][1600/1793] lr: 7.500e-03, eta: 20:59:46, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7156, loss_cls: 2.2898, loss: 2.2898, grad_norm: 6.5924 2020-10-11 02:11:06,590 - mmaction - INFO - Epoch [8][1620/1793] lr: 7.500e-03, eta: 20:59:23, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7146, loss_cls: 2.3639, loss: 2.3639, grad_norm: 6.5504 2020-10-11 02:11:26,208 - mmaction - INFO - Epoch [8][1640/1793] lr: 7.500e-03, eta: 20:59:01, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.3969, top5_acc: 0.7062, loss_cls: 2.4273, loss: 2.4273, grad_norm: 6.7595 2020-10-11 02:11:45,438 - mmaction - INFO - Epoch [8][1660/1793] lr: 7.500e-03, eta: 20:58:37, time: 0.960, data_time: 0.005, memory: 10390, top1_acc: 0.4240, top5_acc: 0.6969, loss_cls: 2.4411, loss: 2.4411, grad_norm: 6.7271 2020-10-11 02:12:04,839 - mmaction - INFO - Epoch [8][1680/1793] lr: 7.500e-03, eta: 20:58:14, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6948, loss_cls: 2.4392, loss: 2.4392, grad_norm: 6.6266 2020-10-11 02:12:24,642 - mmaction - INFO - Epoch [8][1700/1793] lr: 7.500e-03, eta: 20:57:53, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7115, loss_cls: 2.3304, loss: 2.3304, grad_norm: 6.7654 2020-10-11 02:12:44,036 - mmaction - INFO - Epoch [8][1720/1793] lr: 7.500e-03, eta: 20:57:29, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.3875, top5_acc: 0.6969, loss_cls: 2.4207, loss: 2.4207, grad_norm: 6.8631 2020-10-11 02:13:03,280 - mmaction - INFO - Epoch [8][1740/1793] lr: 7.500e-03, eta: 20:57:05, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7250, loss_cls: 2.3688, loss: 2.3688, grad_norm: 6.7347 2020-10-11 02:13:22,955 - mmaction - INFO - Epoch [8][1760/1793] lr: 7.500e-03, eta: 20:56:43, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.4313, loss: 2.4313, grad_norm: 6.5978 2020-10-11 02:13:42,342 - mmaction - INFO - Epoch [8][1780/1793] lr: 7.500e-03, eta: 20:56:20, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7042, loss_cls: 2.3063, loss: 2.3063, grad_norm: 6.8253 2020-10-11 02:13:54,319 - mmaction - INFO - Saving checkpoint at 8 epochs 2020-10-11 02:14:26,266 - mmaction - INFO - Epoch [9][20/1793] lr: 7.500e-03, eta: 20:55:32, time: 1.508, data_time: 0.619, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7125, loss_cls: 2.3302, loss: 2.3302, grad_norm: 6.2752 2020-10-11 02:14:45,325 - mmaction - INFO - Epoch [9][40/1793] lr: 7.500e-03, eta: 20:55:07, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7135, loss_cls: 2.3093, loss: 2.3093, grad_norm: 6.8318 2020-10-11 02:15:04,356 - mmaction - INFO - Epoch [9][60/1793] lr: 7.500e-03, eta: 20:54:42, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.4042, top5_acc: 0.6927, loss_cls: 2.4214, loss: 2.4214, grad_norm: 6.5887 2020-10-11 02:15:24,352 - mmaction - INFO - Epoch [9][80/1793] lr: 7.500e-03, eta: 20:54:22, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7177, loss_cls: 2.3305, loss: 2.3305, grad_norm: 6.7640 2020-10-11 02:15:44,250 - mmaction - INFO - Epoch [9][100/1793] lr: 7.500e-03, eta: 20:54:01, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7354, loss_cls: 2.2813, loss: 2.2813, grad_norm: 6.9601 2020-10-11 02:16:03,731 - mmaction - INFO - Epoch [9][120/1793] lr: 7.500e-03, eta: 20:53:38, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7135, loss_cls: 2.3258, loss: 2.3258, grad_norm: 7.0386 2020-10-11 02:16:23,025 - mmaction - INFO - Epoch [9][140/1793] lr: 7.500e-03, eta: 20:53:14, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7135, loss_cls: 2.3439, loss: 2.3439, grad_norm: 6.6711 2020-10-11 02:16:43,087 - mmaction - INFO - Epoch [9][160/1793] lr: 7.500e-03, eta: 20:52:55, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.4219, top5_acc: 0.7365, loss_cls: 2.3044, loss: 2.3044, grad_norm: 6.7838 2020-10-11 02:17:02,324 - mmaction - INFO - Epoch [9][180/1793] lr: 7.500e-03, eta: 20:52:31, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7240, loss_cls: 2.2583, loss: 2.2583, grad_norm: 6.9804 2020-10-11 02:17:21,680 - mmaction - INFO - Epoch [9][200/1793] lr: 7.500e-03, eta: 20:52:07, time: 0.966, data_time: 0.006, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7437, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.8034 2020-10-11 02:17:41,391 - mmaction - INFO - Epoch [9][220/1793] lr: 7.500e-03, eta: 20:51:46, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7281, loss_cls: 2.2971, loss: 2.2971, grad_norm: 6.9988 2020-10-11 02:18:00,974 - mmaction - INFO - Epoch [9][240/1793] lr: 7.500e-03, eta: 20:51:24, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.4094, top5_acc: 0.6885, loss_cls: 2.4358, loss: 2.4358, grad_norm: 6.7963 2020-10-11 02:18:20,267 - mmaction - INFO - Epoch [9][260/1793] lr: 7.500e-03, eta: 20:51:00, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7177, loss_cls: 2.2872, loss: 2.2872, grad_norm: 7.0160 2020-10-11 02:18:40,101 - mmaction - INFO - Epoch [9][280/1793] lr: 7.500e-03, eta: 20:50:39, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7240, loss_cls: 2.2399, loss: 2.2399, grad_norm: 6.7674 2020-10-11 02:18:59,153 - mmaction - INFO - Epoch [9][300/1793] lr: 7.500e-03, eta: 20:50:14, time: 0.953, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7177, loss_cls: 2.3180, loss: 2.3180, grad_norm: 7.4390 2020-10-11 02:19:18,813 - mmaction - INFO - Epoch [9][320/1793] lr: 7.500e-03, eta: 20:49:52, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7042, loss_cls: 2.3605, loss: 2.3605, grad_norm: 6.7188 2020-10-11 02:19:38,056 - mmaction - INFO - Epoch [9][340/1793] lr: 7.500e-03, eta: 20:49:29, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7167, loss_cls: 2.3251, loss: 2.3251, grad_norm: 7.3693 2020-10-11 02:19:58,426 - mmaction - INFO - Epoch [9][360/1793] lr: 7.500e-03, eta: 20:49:11, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7167, loss_cls: 2.3163, loss: 2.3163, grad_norm: 6.7889 2020-10-11 02:20:17,948 - mmaction - INFO - Epoch [9][380/1793] lr: 7.500e-03, eta: 20:48:48, time: 0.975, data_time: 0.007, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7229, loss_cls: 2.2942, loss: 2.2942, grad_norm: 6.9434 2020-10-11 02:20:37,042 - mmaction - INFO - Epoch [9][400/1793] lr: 7.500e-03, eta: 20:48:24, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7354, loss_cls: 2.2878, loss: 2.2878, grad_norm: 7.0976 2020-10-11 02:20:56,532 - mmaction - INFO - Epoch [9][420/1793] lr: 7.500e-03, eta: 20:48:01, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7229, loss_cls: 2.2250, loss: 2.2250, grad_norm: 6.9000 2020-10-11 02:21:16,178 - mmaction - INFO - Epoch [9][440/1793] lr: 7.500e-03, eta: 20:47:39, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.4281, top5_acc: 0.6917, loss_cls: 2.3807, loss: 2.3807, grad_norm: 6.8061 2020-10-11 02:21:36,026 - mmaction - INFO - Epoch [9][460/1793] lr: 7.500e-03, eta: 20:47:18, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7125, loss_cls: 2.3740, loss: 2.3740, grad_norm: 6.7640 2020-10-11 02:21:55,382 - mmaction - INFO - Epoch [9][480/1793] lr: 7.500e-03, eta: 20:46:55, time: 0.967, data_time: 0.002, memory: 10390, top1_acc: 0.4333, top5_acc: 0.6979, loss_cls: 2.3935, loss: 2.3935, grad_norm: 6.7073 2020-10-11 02:22:14,770 - mmaction - INFO - Epoch [9][500/1793] lr: 7.500e-03, eta: 20:46:32, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7187, loss_cls: 2.3019, loss: 2.3019, grad_norm: 6.7546 2020-10-11 02:22:34,587 - mmaction - INFO - Epoch [9][520/1793] lr: 7.500e-03, eta: 20:46:11, time: 0.991, data_time: 0.008, memory: 10390, top1_acc: 0.3927, top5_acc: 0.7177, loss_cls: 2.4087, loss: 2.4087, grad_norm: 7.1029 2020-10-11 02:22:54,499 - mmaction - INFO - Epoch [9][540/1793] lr: 7.500e-03, eta: 20:45:51, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4042, top5_acc: 0.7094, loss_cls: 2.4222, loss: 2.4222, grad_norm: 7.0550 2020-10-11 02:23:13,960 - mmaction - INFO - Epoch [9][560/1793] lr: 7.500e-03, eta: 20:45:28, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7083, loss_cls: 2.3622, loss: 2.3622, grad_norm: 6.6807 2020-10-11 02:23:33,342 - mmaction - INFO - Epoch [9][580/1793] lr: 7.500e-03, eta: 20:45:05, time: 0.969, data_time: 0.004, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7083, loss_cls: 2.3176, loss: 2.3176, grad_norm: 7.0857 2020-10-11 02:23:53,092 - mmaction - INFO - Epoch [9][600/1793] lr: 7.500e-03, eta: 20:44:44, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7021, loss_cls: 2.3497, loss: 2.3497, grad_norm: 6.9082 2020-10-11 02:24:13,385 - mmaction - INFO - Epoch [9][620/1793] lr: 7.500e-03, eta: 20:44:25, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4281, top5_acc: 0.7167, loss_cls: 2.3005, loss: 2.3005, grad_norm: 6.9943 2020-10-11 02:24:33,397 - mmaction - INFO - Epoch [9][640/1793] lr: 7.500e-03, eta: 20:44:05, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4167, top5_acc: 0.6990, loss_cls: 2.4009, loss: 2.4009, grad_norm: 6.3479 2020-10-11 02:24:53,480 - mmaction - INFO - Epoch [9][660/1793] lr: 7.500e-03, eta: 20:43:46, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7469, loss_cls: 2.2336, loss: 2.2336, grad_norm: 6.6149 2020-10-11 02:25:13,780 - mmaction - INFO - Epoch [9][680/1793] lr: 7.500e-03, eta: 20:43:27, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.4125, top5_acc: 0.7000, loss_cls: 2.4012, loss: 2.4012, grad_norm: 6.6473 2020-10-11 02:25:34,267 - mmaction - INFO - Epoch [9][700/1793] lr: 7.500e-03, eta: 20:43:10, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7115, loss_cls: 2.3202, loss: 2.3202, grad_norm: 6.7833 2020-10-11 02:25:54,908 - mmaction - INFO - Epoch [9][720/1793] lr: 7.500e-03, eta: 20:42:53, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7167, loss_cls: 2.2926, loss: 2.2926, grad_norm: 6.7271 2020-10-11 02:26:15,725 - mmaction - INFO - Epoch [9][740/1793] lr: 7.500e-03, eta: 20:42:37, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7344, loss_cls: 2.2793, loss: 2.2793, grad_norm: 7.0202 2020-10-11 02:26:36,251 - mmaction - INFO - Epoch [9][760/1793] lr: 7.500e-03, eta: 20:42:20, time: 1.028, data_time: 0.008, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7156, loss_cls: 2.3012, loss: 2.3012, grad_norm: 6.9364 2020-10-11 02:26:56,755 - mmaction - INFO - Epoch [9][780/1793] lr: 7.500e-03, eta: 20:42:02, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7167, loss_cls: 2.3428, loss: 2.3428, grad_norm: 6.6697 2020-10-11 02:27:18,148 - mmaction - INFO - Epoch [9][800/1793] lr: 7.500e-03, eta: 20:41:49, time: 1.067, data_time: 0.006, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7208, loss_cls: 2.3760, loss: 2.3760, grad_norm: 6.9938 2020-10-11 02:27:38,831 - mmaction - INFO - Epoch [9][820/1793] lr: 7.500e-03, eta: 20:41:32, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.4135, top5_acc: 0.7219, loss_cls: 2.3317, loss: 2.3317, grad_norm: 6.9122 2020-10-11 02:27:59,190 - mmaction - INFO - Epoch [9][840/1793] lr: 7.500e-03, eta: 20:41:14, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7208, loss_cls: 2.3354, loss: 2.3354, grad_norm: 6.7454 2020-10-11 02:28:20,010 - mmaction - INFO - Epoch [9][860/1793] lr: 7.500e-03, eta: 20:40:58, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7323, loss_cls: 2.2978, loss: 2.2978, grad_norm: 6.6492 2020-10-11 02:28:41,760 - mmaction - INFO - Epoch [9][880/1793] lr: 7.500e-03, eta: 20:40:47, time: 1.088, data_time: 0.005, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7156, loss_cls: 2.2977, loss: 2.2977, grad_norm: 6.7696 2020-10-11 02:29:02,324 - mmaction - INFO - Epoch [9][900/1793] lr: 7.500e-03, eta: 20:40:29, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7375, loss_cls: 2.1954, loss: 2.1954, grad_norm: 6.5254 2020-10-11 02:29:23,887 - mmaction - INFO - Epoch [9][920/1793] lr: 7.500e-03, eta: 20:40:17, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7219, loss_cls: 2.2467, loss: 2.2467, grad_norm: 6.8567 2020-10-11 02:29:44,738 - mmaction - INFO - Epoch [9][940/1793] lr: 7.500e-03, eta: 20:40:01, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4021, top5_acc: 0.6896, loss_cls: 2.3881, loss: 2.3881, grad_norm: 7.1580 2020-10-11 02:30:06,086 - mmaction - INFO - Epoch [9][960/1793] lr: 7.500e-03, eta: 20:39:47, time: 1.068, data_time: 0.004, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7135, loss_cls: 2.3468, loss: 2.3468, grad_norm: 6.8392 2020-10-11 02:30:27,600 - mmaction - INFO - Epoch [9][980/1793] lr: 7.500e-03, eta: 20:39:35, time: 1.076, data_time: 0.003, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7208, loss_cls: 2.3023, loss: 2.3023, grad_norm: 6.9413 2020-10-11 02:30:49,035 - mmaction - INFO - Epoch [9][1000/1793] lr: 7.500e-03, eta: 20:39:22, time: 1.072, data_time: 0.005, memory: 10390, top1_acc: 0.4073, top5_acc: 0.7219, loss_cls: 2.2894, loss: 2.2894, grad_norm: 6.7988 2020-10-11 02:31:10,166 - mmaction - INFO - Epoch [9][1020/1793] lr: 7.500e-03, eta: 20:39:07, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7250, loss_cls: 2.2667, loss: 2.2667, grad_norm: 6.7302 2020-10-11 02:31:32,099 - mmaction - INFO - Epoch [9][1040/1793] lr: 7.500e-03, eta: 20:38:56, time: 1.098, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7385, loss_cls: 2.2135, loss: 2.2135, grad_norm: 6.9115 2020-10-11 02:31:53,756 - mmaction - INFO - Epoch [9][1060/1793] lr: 7.500e-03, eta: 20:38:44, time: 1.083, data_time: 0.003, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7177, loss_cls: 2.3072, loss: 2.3072, grad_norm: 6.7408 2020-10-11 02:32:14,928 - mmaction - INFO - Epoch [9][1080/1793] lr: 7.500e-03, eta: 20:38:30, time: 1.059, data_time: 0.003, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7250, loss_cls: 2.2723, loss: 2.2723, grad_norm: 6.7855 2020-10-11 02:32:36,242 - mmaction - INFO - Epoch [9][1100/1793] lr: 7.500e-03, eta: 20:38:16, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7146, loss_cls: 2.4089, loss: 2.4089, grad_norm: 6.8330 2020-10-11 02:32:57,953 - mmaction - INFO - Epoch [9][1120/1793] lr: 7.500e-03, eta: 20:38:04, time: 1.085, data_time: 0.002, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7052, loss_cls: 2.3133, loss: 2.3133, grad_norm: 6.9453 2020-10-11 02:33:19,424 - mmaction - INFO - Epoch [9][1140/1793] lr: 7.500e-03, eta: 20:37:51, time: 1.074, data_time: 0.003, memory: 10390, top1_acc: 0.4437, top5_acc: 0.7240, loss_cls: 2.2828, loss: 2.2828, grad_norm: 6.8196 2020-10-11 02:33:41,442 - mmaction - INFO - Epoch [9][1160/1793] lr: 7.500e-03, eta: 20:37:40, time: 1.100, data_time: 0.005, memory: 10390, top1_acc: 0.4177, top5_acc: 0.6958, loss_cls: 2.3892, loss: 2.3892, grad_norm: 6.8038 2020-10-11 02:34:02,832 - mmaction - INFO - Epoch [9][1180/1793] lr: 7.500e-03, eta: 20:37:27, time: 1.071, data_time: 0.005, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7240, loss_cls: 2.2915, loss: 2.2915, grad_norm: 6.5339 2020-10-11 02:34:24,823 - mmaction - INFO - Epoch [9][1200/1793] lr: 7.500e-03, eta: 20:37:16, time: 1.097, data_time: 0.005, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7146, loss_cls: 2.3117, loss: 2.3117, grad_norm: 6.6286 2020-10-11 02:34:46,976 - mmaction - INFO - Epoch [9][1220/1793] lr: 7.500e-03, eta: 20:37:06, time: 1.107, data_time: 0.006, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7292, loss_cls: 2.2516, loss: 2.2516, grad_norm: 6.7128 2020-10-11 02:35:08,747 - mmaction - INFO - Epoch [9][1240/1793] lr: 7.500e-03, eta: 20:36:54, time: 1.091, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.6979, loss_cls: 2.3179, loss: 2.3179, grad_norm: 6.3588 2020-10-11 02:35:30,524 - mmaction - INFO - Epoch [9][1260/1793] lr: 7.500e-03, eta: 20:36:43, time: 1.089, data_time: 0.002, memory: 10390, top1_acc: 0.4250, top5_acc: 0.6990, loss_cls: 2.3550, loss: 2.3550, grad_norm: 6.8976 2020-10-11 02:35:52,824 - mmaction - INFO - Epoch [9][1280/1793] lr: 7.500e-03, eta: 20:36:33, time: 1.114, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7302, loss_cls: 2.2387, loss: 2.2387, grad_norm: 6.3096 2020-10-11 02:36:14,304 - mmaction - INFO - Epoch [9][1300/1793] lr: 7.500e-03, eta: 20:36:20, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.4115, top5_acc: 0.7115, loss_cls: 2.3966, loss: 2.3966, grad_norm: 6.7355 2020-10-11 02:36:36,646 - mmaction - INFO - Epoch [9][1320/1793] lr: 7.500e-03, eta: 20:36:11, time: 1.117, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7510, loss_cls: 2.1992, loss: 2.1992, grad_norm: 6.6458 2020-10-11 02:36:58,329 - mmaction - INFO - Epoch [9][1340/1793] lr: 7.500e-03, eta: 20:35:58, time: 1.084, data_time: 0.002, memory: 10390, top1_acc: 0.4312, top5_acc: 0.7188, loss_cls: 2.2991, loss: 2.2991, grad_norm: 7.0931 2020-10-11 02:37:20,703 - mmaction - INFO - Epoch [9][1360/1793] lr: 7.500e-03, eta: 20:35:49, time: 1.118, data_time: 0.005, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7167, loss_cls: 2.3249, loss: 2.3249, grad_norm: 6.6136 2020-10-11 02:37:42,856 - mmaction - INFO - Epoch [9][1380/1793] lr: 7.500e-03, eta: 20:35:39, time: 1.108, data_time: 0.005, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7031, loss_cls: 2.4389, loss: 2.4389, grad_norm: 6.5665 2020-10-11 02:38:04,929 - mmaction - INFO - Epoch [9][1400/1793] lr: 7.500e-03, eta: 20:35:28, time: 1.104, data_time: 0.004, memory: 10390, top1_acc: 0.4271, top5_acc: 0.7000, loss_cls: 2.3814, loss: 2.3814, grad_norm: 6.6886 2020-10-11 02:38:26,690 - mmaction - INFO - Epoch [9][1420/1793] lr: 7.500e-03, eta: 20:35:16, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7323, loss_cls: 2.2483, loss: 2.2483, grad_norm: 6.5654 2020-10-11 02:38:48,258 - mmaction - INFO - Epoch [9][1440/1793] lr: 7.500e-03, eta: 20:35:03, time: 1.080, data_time: 0.005, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7167, loss_cls: 2.2885, loss: 2.2885, grad_norm: 6.7677 2020-10-11 02:39:09,633 - mmaction - INFO - Epoch [9][1460/1793] lr: 7.500e-03, eta: 20:34:49, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7260, loss_cls: 2.3262, loss: 2.3262, grad_norm: 6.9862 2020-10-11 02:39:31,387 - mmaction - INFO - Epoch [9][1480/1793] lr: 7.500e-03, eta: 20:34:37, time: 1.088, data_time: 0.004, memory: 10390, top1_acc: 0.4313, top5_acc: 0.6969, loss_cls: 2.3601, loss: 2.3601, grad_norm: 6.7134 2020-10-11 02:39:52,566 - mmaction - INFO - Epoch [9][1500/1793] lr: 7.500e-03, eta: 20:34:22, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7083, loss_cls: 2.3083, loss: 2.3083, grad_norm: 6.6387 2020-10-11 02:40:13,584 - mmaction - INFO - Epoch [9][1520/1793] lr: 7.500e-03, eta: 20:34:06, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7260, loss_cls: 2.3209, loss: 2.3209, grad_norm: 6.7401 2020-10-11 02:40:35,175 - mmaction - INFO - Epoch [9][1540/1793] lr: 7.500e-03, eta: 20:33:54, time: 1.083, data_time: 0.007, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7083, loss_cls: 2.3852, loss: 2.3852, grad_norm: 6.5991 2020-10-11 02:40:56,591 - mmaction - INFO - Epoch [9][1560/1793] lr: 7.500e-03, eta: 20:33:40, time: 1.071, data_time: 0.002, memory: 10390, top1_acc: 0.4302, top5_acc: 0.6917, loss_cls: 2.3475, loss: 2.3475, grad_norm: 6.4154 2020-10-11 02:41:17,177 - mmaction - INFO - Epoch [9][1580/1793] lr: 7.500e-03, eta: 20:33:22, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7208, loss_cls: 2.2751, loss: 2.2751, grad_norm: 6.8382 2020-10-11 02:41:38,060 - mmaction - INFO - Epoch [9][1600/1793] lr: 7.500e-03, eta: 20:33:06, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.3937, top5_acc: 0.7083, loss_cls: 2.3728, loss: 2.3728, grad_norm: 6.5076 2020-10-11 02:41:58,651 - mmaction - INFO - Epoch [9][1620/1793] lr: 7.500e-03, eta: 20:32:48, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7135, loss_cls: 2.3131, loss: 2.3131, grad_norm: 6.5413 2020-10-11 02:42:19,933 - mmaction - INFO - Epoch [9][1640/1793] lr: 7.500e-03, eta: 20:32:33, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7219, loss_cls: 2.3675, loss: 2.3675, grad_norm: 6.8165 2020-10-11 02:42:40,487 - mmaction - INFO - Epoch [9][1660/1793] lr: 7.500e-03, eta: 20:32:16, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7188, loss_cls: 2.3287, loss: 2.3287, grad_norm: 6.6243 2020-10-11 02:43:01,212 - mmaction - INFO - Epoch [9][1680/1793] lr: 7.500e-03, eta: 20:31:58, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7125, loss_cls: 2.2774, loss: 2.2774, grad_norm: 6.4497 2020-10-11 02:43:21,518 - mmaction - INFO - Epoch [9][1700/1793] lr: 7.500e-03, eta: 20:31:39, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.6854, loss_cls: 2.3626, loss: 2.3626, grad_norm: 6.5980 2020-10-11 02:43:42,995 - mmaction - INFO - Epoch [9][1720/1793] lr: 7.500e-03, eta: 20:31:26, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.4208, top5_acc: 0.7229, loss_cls: 2.3065, loss: 2.3065, grad_norm: 6.8059 2020-10-11 02:44:03,509 - mmaction - INFO - Epoch [9][1740/1793] lr: 7.500e-03, eta: 20:31:08, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.4188, top5_acc: 0.7240, loss_cls: 2.2924, loss: 2.2924, grad_norm: 6.7860 2020-10-11 02:44:24,472 - mmaction - INFO - Epoch [9][1760/1793] lr: 7.500e-03, eta: 20:30:52, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7240, loss_cls: 2.2966, loss: 2.2966, grad_norm: 6.5639 2020-10-11 02:44:44,552 - mmaction - INFO - Epoch [9][1780/1793] lr: 7.500e-03, eta: 20:30:31, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7135, loss_cls: 2.3053, loss: 2.3053, grad_norm: 6.8029 2020-10-11 02:44:57,268 - mmaction - INFO - Saving checkpoint at 9 epochs 2020-10-11 02:45:26,145 - mmaction - INFO - Epoch [10][20/1793] lr: 7.500e-03, eta: 20:29:32, time: 1.366, data_time: 0.450, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7365, loss_cls: 2.2686, loss: 2.2686, grad_norm: 6.5050 2020-10-11 02:45:46,855 - mmaction - INFO - Epoch [10][40/1793] lr: 7.500e-03, eta: 20:29:15, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7479, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.5076 2020-10-11 02:46:06,441 - mmaction - INFO - Epoch [10][60/1793] lr: 7.500e-03, eta: 20:28:52, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7542, loss_cls: 2.1558, loss: 2.1558, grad_norm: 6.6705 2020-10-11 02:46:26,726 - mmaction - INFO - Epoch [10][80/1793] lr: 7.500e-03, eta: 20:28:33, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7271, loss_cls: 2.2110, loss: 2.2110, grad_norm: 6.6783 2020-10-11 02:46:47,382 - mmaction - INFO - Epoch [10][100/1793] lr: 7.500e-03, eta: 20:28:16, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7312, loss_cls: 2.2710, loss: 2.2710, grad_norm: 6.9248 2020-10-11 02:47:07,802 - mmaction - INFO - Epoch [10][120/1793] lr: 7.500e-03, eta: 20:27:57, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7156, loss_cls: 2.2626, loss: 2.2626, grad_norm: 6.6679 2020-10-11 02:47:29,411 - mmaction - INFO - Epoch [10][140/1793] lr: 7.500e-03, eta: 20:27:44, time: 1.080, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7208, loss_cls: 2.2700, loss: 2.2700, grad_norm: 7.0371 2020-10-11 02:47:49,522 - mmaction - INFO - Epoch [10][160/1793] lr: 7.500e-03, eta: 20:27:24, time: 1.006, data_time: 0.004, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7479, loss_cls: 2.2147, loss: 2.2147, grad_norm: 6.5328 2020-10-11 02:48:09,573 - mmaction - INFO - Epoch [10][180/1793] lr: 7.500e-03, eta: 20:27:04, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7125, loss_cls: 2.3354, loss: 2.3354, grad_norm: 6.8302 2020-10-11 02:48:29,847 - mmaction - INFO - Epoch [10][200/1793] lr: 7.500e-03, eta: 20:26:45, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7104, loss_cls: 2.3226, loss: 2.3226, grad_norm: 7.0597 2020-10-11 02:48:50,387 - mmaction - INFO - Epoch [10][220/1793] lr: 7.500e-03, eta: 20:26:27, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7542, loss_cls: 2.2107, loss: 2.2107, grad_norm: 6.4431 2020-10-11 02:49:10,355 - mmaction - INFO - Epoch [10][240/1793] lr: 7.500e-03, eta: 20:26:06, time: 0.996, data_time: 0.008, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7240, loss_cls: 2.2617, loss: 2.2617, grad_norm: 6.4215 2020-10-11 02:49:31,014 - mmaction - INFO - Epoch [10][260/1793] lr: 7.500e-03, eta: 20:25:49, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7406, loss_cls: 2.1413, loss: 2.1413, grad_norm: 6.8605 2020-10-11 02:49:50,806 - mmaction - INFO - Epoch [10][280/1793] lr: 7.500e-03, eta: 20:25:27, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.4437, top5_acc: 0.7333, loss_cls: 2.2579, loss: 2.2579, grad_norm: 6.7249 2020-10-11 02:50:11,726 - mmaction - INFO - Epoch [10][300/1793] lr: 7.500e-03, eta: 20:25:11, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7146, loss_cls: 2.2616, loss: 2.2616, grad_norm: 6.7622 2020-10-11 02:50:31,317 - mmaction - INFO - Epoch [10][320/1793] lr: 7.500e-03, eta: 20:24:49, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7333, loss_cls: 2.2250, loss: 2.2250, grad_norm: 6.9726 2020-10-11 02:50:51,473 - mmaction - INFO - Epoch [10][340/1793] lr: 7.500e-03, eta: 20:24:29, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7188, loss_cls: 2.2682, loss: 2.2682, grad_norm: 7.0074 2020-10-11 02:51:11,310 - mmaction - INFO - Epoch [10][360/1793] lr: 7.500e-03, eta: 20:24:08, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7344, loss_cls: 2.2266, loss: 2.2266, grad_norm: 7.0393 2020-10-11 02:51:31,894 - mmaction - INFO - Epoch [10][380/1793] lr: 7.500e-03, eta: 20:23:50, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7260, loss_cls: 2.2274, loss: 2.2274, grad_norm: 6.7093 2020-10-11 02:51:52,061 - mmaction - INFO - Epoch [10][400/1793] lr: 7.500e-03, eta: 20:23:30, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7260, loss_cls: 2.2995, loss: 2.2995, grad_norm: 6.8215 2020-10-11 02:52:12,050 - mmaction - INFO - Epoch [10][420/1793] lr: 7.500e-03, eta: 20:23:10, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7292, loss_cls: 2.2704, loss: 2.2704, grad_norm: 6.9052 2020-10-11 02:52:32,227 - mmaction - INFO - Epoch [10][440/1793] lr: 7.500e-03, eta: 20:22:50, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7250, loss_cls: 2.3274, loss: 2.3274, grad_norm: 6.9561 2020-10-11 02:52:52,303 - mmaction - INFO - Epoch [10][460/1793] lr: 7.500e-03, eta: 20:22:30, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7448, loss_cls: 2.2147, loss: 2.2147, grad_norm: 6.9083 2020-10-11 02:53:12,692 - mmaction - INFO - Epoch [10][480/1793] lr: 7.500e-03, eta: 20:22:11, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7167, loss_cls: 2.3044, loss: 2.3044, grad_norm: 6.8733 2020-10-11 02:53:33,039 - mmaction - INFO - Epoch [10][500/1793] lr: 7.500e-03, eta: 20:21:52, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7521, loss_cls: 2.2283, loss: 2.2283, grad_norm: 6.5935 2020-10-11 02:53:53,221 - mmaction - INFO - Epoch [10][520/1793] lr: 7.500e-03, eta: 20:21:33, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7385, loss_cls: 2.1275, loss: 2.1275, grad_norm: 6.7528 2020-10-11 02:54:13,706 - mmaction - INFO - Epoch [10][540/1793] lr: 7.500e-03, eta: 20:21:14, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7375, loss_cls: 2.1322, loss: 2.1322, grad_norm: 6.3199 2020-10-11 02:54:33,330 - mmaction - INFO - Epoch [10][560/1793] lr: 7.500e-03, eta: 20:20:52, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7344, loss_cls: 2.2378, loss: 2.2378, grad_norm: 6.8526 2020-10-11 02:54:53,600 - mmaction - INFO - Epoch [10][580/1793] lr: 7.500e-03, eta: 20:20:33, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7542, loss_cls: 2.1572, loss: 2.1572, grad_norm: 6.8817 2020-10-11 02:55:13,667 - mmaction - INFO - Epoch [10][600/1793] lr: 7.500e-03, eta: 20:20:13, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7229, loss_cls: 2.2800, loss: 2.2800, grad_norm: 7.1297 2020-10-11 02:55:33,823 - mmaction - INFO - Epoch [10][620/1793] lr: 7.500e-03, eta: 20:19:53, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4156, top5_acc: 0.7250, loss_cls: 2.3437, loss: 2.3437, grad_norm: 6.9207 2020-10-11 02:55:54,156 - mmaction - INFO - Epoch [10][640/1793] lr: 7.500e-03, eta: 20:19:34, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7156, loss_cls: 2.3580, loss: 2.3580, grad_norm: 6.9510 2020-10-11 02:56:13,901 - mmaction - INFO - Epoch [10][660/1793] lr: 7.500e-03, eta: 20:19:13, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7208, loss_cls: 2.2310, loss: 2.2310, grad_norm: 6.9662 2020-10-11 02:56:34,067 - mmaction - INFO - Epoch [10][680/1793] lr: 7.500e-03, eta: 20:18:53, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7396, loss_cls: 2.2053, loss: 2.2053, grad_norm: 6.5257 2020-10-11 02:56:54,737 - mmaction - INFO - Epoch [10][700/1793] lr: 7.500e-03, eta: 20:18:35, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7292, loss_cls: 2.2768, loss: 2.2768, grad_norm: 6.7352 2020-10-11 02:57:15,110 - mmaction - INFO - Epoch [10][720/1793] lr: 7.500e-03, eta: 20:18:17, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7188, loss_cls: 2.2860, loss: 2.2860, grad_norm: 6.7319 2020-10-11 02:57:35,265 - mmaction - INFO - Epoch [10][740/1793] lr: 7.500e-03, eta: 20:17:57, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7271, loss_cls: 2.2635, loss: 2.2635, grad_norm: 6.5171 2020-10-11 02:57:55,383 - mmaction - INFO - Epoch [10][760/1793] lr: 7.500e-03, eta: 20:17:37, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7312, loss_cls: 2.2873, loss: 2.2873, grad_norm: 6.9690 2020-10-11 02:58:15,354 - mmaction - INFO - Epoch [10][780/1793] lr: 7.500e-03, eta: 20:17:16, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7292, loss_cls: 2.2477, loss: 2.2477, grad_norm: 6.6657 2020-10-11 02:58:36,072 - mmaction - INFO - Epoch [10][800/1793] lr: 7.500e-03, eta: 20:16:59, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7271, loss_cls: 2.2761, loss: 2.2761, grad_norm: 6.9409 2020-10-11 02:58:56,257 - mmaction - INFO - Epoch [10][820/1793] lr: 7.500e-03, eta: 20:16:39, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7177, loss_cls: 2.3232, loss: 2.3232, grad_norm: 7.0589 2020-10-11 02:59:16,363 - mmaction - INFO - Epoch [10][840/1793] lr: 7.500e-03, eta: 20:16:19, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7260, loss_cls: 2.2998, loss: 2.2998, grad_norm: 6.6575 2020-10-11 02:59:36,381 - mmaction - INFO - Epoch [10][860/1793] lr: 7.500e-03, eta: 20:15:59, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7208, loss_cls: 2.3302, loss: 2.3302, grad_norm: 6.5972 2020-10-11 02:59:56,111 - mmaction - INFO - Epoch [10][880/1793] lr: 7.500e-03, eta: 20:15:37, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7510, loss_cls: 2.2109, loss: 2.2109, grad_norm: 6.4819 2020-10-11 03:00:16,716 - mmaction - INFO - Epoch [10][900/1793] lr: 7.500e-03, eta: 20:15:18, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7500, loss_cls: 2.1958, loss: 2.1958, grad_norm: 7.1101 2020-10-11 03:00:37,024 - mmaction - INFO - Epoch [10][920/1793] lr: 7.500e-03, eta: 20:15:00, time: 1.026, data_time: 0.024, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7156, loss_cls: 2.2715, loss: 2.2715, grad_norm: 7.0481 2020-10-11 03:00:56,955 - mmaction - INFO - Epoch [10][940/1793] lr: 7.500e-03, eta: 20:14:39, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7083, loss_cls: 2.2783, loss: 2.2783, grad_norm: 6.8294 2020-10-11 03:01:16,832 - mmaction - INFO - Epoch [10][960/1793] lr: 7.500e-03, eta: 20:14:19, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.4240, top5_acc: 0.7271, loss_cls: 2.2800, loss: 2.2800, grad_norm: 6.7166 2020-10-11 03:01:36,986 - mmaction - INFO - Epoch [10][980/1793] lr: 7.500e-03, eta: 20:13:59, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7552, loss_cls: 2.1704, loss: 2.1704, grad_norm: 6.6679 2020-10-11 03:01:56,661 - mmaction - INFO - Epoch [10][1000/1793] lr: 7.500e-03, eta: 20:13:37, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4146, top5_acc: 0.7167, loss_cls: 2.3411, loss: 2.3411, grad_norm: 7.1478 2020-10-11 03:02:16,794 - mmaction - INFO - Epoch [10][1020/1793] lr: 7.500e-03, eta: 20:13:17, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7333, loss_cls: 2.2084, loss: 2.2084, grad_norm: 6.7524 2020-10-11 03:02:37,143 - mmaction - INFO - Epoch [10][1040/1793] lr: 7.500e-03, eta: 20:12:58, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7250, loss_cls: 2.3014, loss: 2.3014, grad_norm: 6.9214 2020-10-11 03:02:57,101 - mmaction - INFO - Epoch [10][1060/1793] lr: 7.500e-03, eta: 20:12:37, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7115, loss_cls: 2.2565, loss: 2.2565, grad_norm: 6.8717 2020-10-11 03:03:16,885 - mmaction - INFO - Epoch [10][1080/1793] lr: 7.500e-03, eta: 20:12:16, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7219, loss_cls: 2.2177, loss: 2.2177, grad_norm: 6.5504 2020-10-11 03:03:36,943 - mmaction - INFO - Epoch [10][1100/1793] lr: 7.500e-03, eta: 20:11:56, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7281, loss_cls: 2.2262, loss: 2.2262, grad_norm: 6.7373 2020-10-11 03:03:56,666 - mmaction - INFO - Epoch [10][1120/1793] lr: 7.500e-03, eta: 20:11:34, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7219, loss_cls: 2.2873, loss: 2.2873, grad_norm: 6.6216 2020-10-11 03:04:17,148 - mmaction - INFO - Epoch [10][1140/1793] lr: 7.500e-03, eta: 20:11:16, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7333, loss_cls: 2.2276, loss: 2.2276, grad_norm: 6.9226 2020-10-11 03:04:36,745 - mmaction - INFO - Epoch [10][1160/1793] lr: 7.500e-03, eta: 20:10:54, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7156, loss_cls: 2.2876, loss: 2.2876, grad_norm: 6.8978 2020-10-11 03:04:56,792 - mmaction - INFO - Epoch [10][1180/1793] lr: 7.500e-03, eta: 20:10:34, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7292, loss_cls: 2.2172, loss: 2.2172, grad_norm: 6.4396 2020-10-11 03:05:16,455 - mmaction - INFO - Epoch [10][1200/1793] lr: 7.500e-03, eta: 20:10:12, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7146, loss_cls: 2.2489, loss: 2.2489, grad_norm: 6.9682 2020-10-11 03:05:36,129 - mmaction - INFO - Epoch [10][1220/1793] lr: 7.500e-03, eta: 20:09:50, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7260, loss_cls: 2.2572, loss: 2.2572, grad_norm: 6.6086 2020-10-11 03:05:56,054 - mmaction - INFO - Epoch [10][1240/1793] lr: 7.500e-03, eta: 20:09:29, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7406, loss_cls: 2.1404, loss: 2.1404, grad_norm: 6.6637 2020-10-11 03:06:15,650 - mmaction - INFO - Epoch [10][1260/1793] lr: 7.500e-03, eta: 20:09:07, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7688, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.7013 2020-10-11 03:06:35,920 - mmaction - INFO - Epoch [10][1280/1793] lr: 7.500e-03, eta: 20:08:48, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7312, loss_cls: 2.2213, loss: 2.2213, grad_norm: 6.9959 2020-10-11 03:06:55,605 - mmaction - INFO - Epoch [10][1300/1793] lr: 7.500e-03, eta: 20:08:26, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7406, loss_cls: 2.1541, loss: 2.1541, grad_norm: 6.8097 2020-10-11 03:07:15,784 - mmaction - INFO - Epoch [10][1320/1793] lr: 7.500e-03, eta: 20:08:06, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7438, loss_cls: 2.1526, loss: 2.1526, grad_norm: 6.6762 2020-10-11 03:07:35,803 - mmaction - INFO - Epoch [10][1340/1793] lr: 7.500e-03, eta: 20:07:46, time: 1.003, data_time: 0.007, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7333, loss_cls: 2.3057, loss: 2.3057, grad_norm: 7.0005 2020-10-11 03:07:55,454 - mmaction - INFO - Epoch [10][1360/1793] lr: 7.500e-03, eta: 20:07:24, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4292, top5_acc: 0.7271, loss_cls: 2.3011, loss: 2.3011, grad_norm: 6.7952 2020-10-11 03:08:15,519 - mmaction - INFO - Epoch [10][1380/1793] lr: 7.500e-03, eta: 20:07:04, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4313, top5_acc: 0.7094, loss_cls: 2.3019, loss: 2.3019, grad_norm: 6.5768 2020-10-11 03:08:35,959 - mmaction - INFO - Epoch [10][1400/1793] lr: 7.500e-03, eta: 20:06:45, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4448, top5_acc: 0.7229, loss_cls: 2.2882, loss: 2.2882, grad_norm: 6.8386 2020-10-11 03:08:55,829 - mmaction - INFO - Epoch [10][1420/1793] lr: 7.500e-03, eta: 20:06:25, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7469, loss_cls: 2.1203, loss: 2.1203, grad_norm: 6.8595 2020-10-11 03:09:15,908 - mmaction - INFO - Epoch [10][1440/1793] lr: 7.500e-03, eta: 20:06:04, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7115, loss_cls: 2.3084, loss: 2.3084, grad_norm: 6.8559 2020-10-11 03:09:36,285 - mmaction - INFO - Epoch [10][1460/1793] lr: 7.500e-03, eta: 20:05:45, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7250, loss_cls: 2.2130, loss: 2.2130, grad_norm: 6.7502 2020-10-11 03:09:55,599 - mmaction - INFO - Epoch [10][1480/1793] lr: 7.500e-03, eta: 20:05:22, time: 0.968, data_time: 0.004, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7260, loss_cls: 2.2585, loss: 2.2585, grad_norm: 6.6947 2020-10-11 03:10:15,718 - mmaction - INFO - Epoch [10][1500/1793] lr: 7.500e-03, eta: 20:05:02, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.1358, loss: 2.1358, grad_norm: 6.4512 2020-10-11 03:10:35,529 - mmaction - INFO - Epoch [10][1520/1793] lr: 7.500e-03, eta: 20:04:41, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7073, loss_cls: 2.3607, loss: 2.3607, grad_norm: 6.8931 2020-10-11 03:10:55,680 - mmaction - INFO - Epoch [10][1540/1793] lr: 7.500e-03, eta: 20:04:21, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7250, loss_cls: 2.2247, loss: 2.2247, grad_norm: 6.7571 2020-10-11 03:11:16,585 - mmaction - INFO - Epoch [10][1560/1793] lr: 7.500e-03, eta: 20:04:05, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7552, loss_cls: 2.1205, loss: 2.1205, grad_norm: 6.5256 2020-10-11 03:11:36,004 - mmaction - INFO - Epoch [10][1580/1793] lr: 7.500e-03, eta: 20:03:42, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7521, loss_cls: 2.1445, loss: 2.1445, grad_norm: 6.8756 2020-10-11 03:11:56,155 - mmaction - INFO - Epoch [10][1600/1793] lr: 7.500e-03, eta: 20:03:22, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7260, loss_cls: 2.2611, loss: 2.2611, grad_norm: 6.9787 2020-10-11 03:12:15,746 - mmaction - INFO - Epoch [10][1620/1793] lr: 7.500e-03, eta: 20:03:00, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7396, loss_cls: 2.1399, loss: 2.1399, grad_norm: 6.7340 2020-10-11 03:12:35,848 - mmaction - INFO - Epoch [10][1640/1793] lr: 7.500e-03, eta: 20:02:40, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7125, loss_cls: 2.2629, loss: 2.2629, grad_norm: 6.9451 2020-10-11 03:12:55,882 - mmaction - INFO - Epoch [10][1660/1793] lr: 7.500e-03, eta: 20:02:20, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7427, loss_cls: 2.1550, loss: 2.1550, grad_norm: 6.4460 2020-10-11 03:13:16,116 - mmaction - INFO - Epoch [10][1680/1793] lr: 7.500e-03, eta: 20:02:00, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7500, loss_cls: 2.1582, loss: 2.1582, grad_norm: 6.8630 2020-10-11 03:13:36,533 - mmaction - INFO - Epoch [10][1700/1793] lr: 7.500e-03, eta: 20:01:42, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.4260, top5_acc: 0.7115, loss_cls: 2.3686, loss: 2.3686, grad_norm: 7.0517 2020-10-11 03:13:56,349 - mmaction - INFO - Epoch [10][1720/1793] lr: 7.500e-03, eta: 20:01:21, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7250, loss_cls: 2.2465, loss: 2.2465, grad_norm: 6.8706 2020-10-11 03:14:15,865 - mmaction - INFO - Epoch [10][1740/1793] lr: 7.500e-03, eta: 20:00:58, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7427, loss_cls: 2.1416, loss: 2.1416, grad_norm: 6.6898 2020-10-11 03:14:36,082 - mmaction - INFO - Epoch [10][1760/1793] lr: 7.500e-03, eta: 20:00:39, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7281, loss_cls: 2.2735, loss: 2.2735, grad_norm: 6.9814 2020-10-11 03:14:55,816 - mmaction - INFO - Epoch [10][1780/1793] lr: 7.500e-03, eta: 20:00:17, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7229, loss_cls: 2.3215, loss: 2.3215, grad_norm: 6.9621 2020-10-11 03:15:08,263 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-11 03:15:39,863 - mmaction - INFO - Epoch [11][20/1793] lr: 7.500e-03, eta: 19:59:31, time: 1.495, data_time: 0.602, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7271, loss_cls: 2.2872, loss: 2.2872, grad_norm: 6.8971 2020-10-11 03:15:58,764 - mmaction - INFO - Epoch [11][40/1793] lr: 7.500e-03, eta: 19:59:06, time: 0.945, data_time: 0.004, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7083, loss_cls: 2.2234, loss: 2.2234, grad_norm: 6.7715 2020-10-11 03:16:18,957 - mmaction - INFO - Epoch [11][60/1793] lr: 7.500e-03, eta: 19:58:47, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7354, loss_cls: 2.2079, loss: 2.2079, grad_norm: 6.6972 2020-10-11 03:16:38,589 - mmaction - INFO - Epoch [11][80/1793] lr: 7.500e-03, eta: 19:58:25, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7375, loss_cls: 2.1868, loss: 2.1868, grad_norm: 6.8886 2020-10-11 03:16:58,151 - mmaction - INFO - Epoch [11][100/1793] lr: 7.500e-03, eta: 19:58:03, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7448, loss_cls: 2.0833, loss: 2.0833, grad_norm: 6.9223 2020-10-11 03:17:19,285 - mmaction - INFO - Epoch [11][120/1793] lr: 7.500e-03, eta: 19:57:47, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.4354, top5_acc: 0.7292, loss_cls: 2.2712, loss: 2.2712, grad_norm: 6.9816 2020-10-11 03:17:39,029 - mmaction - INFO - Epoch [11][140/1793] lr: 7.500e-03, eta: 19:57:26, time: 0.991, data_time: 0.008, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7458, loss_cls: 2.2080, loss: 2.2080, grad_norm: 6.8367 2020-10-11 03:17:58,557 - mmaction - INFO - Epoch [11][160/1793] lr: 7.500e-03, eta: 19:57:03, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7375, loss_cls: 2.2516, loss: 2.2516, grad_norm: 6.8653 2020-10-11 03:18:18,195 - mmaction - INFO - Epoch [11][180/1793] lr: 7.500e-03, eta: 19:56:42, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7573, loss_cls: 2.0782, loss: 2.0782, grad_norm: 6.9675 2020-10-11 03:18:38,023 - mmaction - INFO - Epoch [11][200/1793] lr: 7.500e-03, eta: 19:56:21, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7594, loss_cls: 2.0791, loss: 2.0791, grad_norm: 6.8580 2020-10-11 03:18:57,767 - mmaction - INFO - Epoch [11][220/1793] lr: 7.500e-03, eta: 19:55:59, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7615, loss_cls: 2.0905, loss: 2.0905, grad_norm: 6.6489 2020-10-11 03:19:17,733 - mmaction - INFO - Epoch [11][240/1793] lr: 7.500e-03, eta: 19:55:39, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7521, loss_cls: 2.1892, loss: 2.1892, grad_norm: 7.1056 2020-10-11 03:19:37,292 - mmaction - INFO - Epoch [11][260/1793] lr: 7.500e-03, eta: 19:55:17, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7510, loss_cls: 2.1557, loss: 2.1557, grad_norm: 6.8411 2020-10-11 03:19:56,897 - mmaction - INFO - Epoch [11][280/1793] lr: 7.500e-03, eta: 19:54:55, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7542, loss_cls: 2.1204, loss: 2.1204, grad_norm: 6.9632 2020-10-11 03:20:16,740 - mmaction - INFO - Epoch [11][300/1793] lr: 7.500e-03, eta: 19:54:34, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7594, loss_cls: 2.1262, loss: 2.1262, grad_norm: 6.8254 2020-10-11 03:20:36,801 - mmaction - INFO - Epoch [11][320/1793] lr: 7.500e-03, eta: 19:54:13, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7385, loss_cls: 2.1382, loss: 2.1382, grad_norm: 6.6496 2020-10-11 03:20:57,780 - mmaction - INFO - Epoch [11][340/1793] lr: 7.500e-03, eta: 19:53:57, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7365, loss_cls: 2.1920, loss: 2.1920, grad_norm: 6.8491 2020-10-11 03:21:16,926 - mmaction - INFO - Epoch [11][360/1793] lr: 7.500e-03, eta: 19:53:33, time: 0.954, data_time: 0.007, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7302, loss_cls: 2.1587, loss: 2.1587, grad_norm: 6.7655 2020-10-11 03:21:37,339 - mmaction - INFO - Epoch [11][380/1793] lr: 7.500e-03, eta: 19:53:15, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7125, loss_cls: 2.3017, loss: 2.3017, grad_norm: 7.0474 2020-10-11 03:21:56,564 - mmaction - INFO - Epoch [11][400/1793] lr: 7.500e-03, eta: 19:52:51, time: 0.962, data_time: 0.003, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7271, loss_cls: 2.2217, loss: 2.2217, grad_norm: 6.8030 2020-10-11 03:22:16,406 - mmaction - INFO - Epoch [11][420/1793] lr: 7.500e-03, eta: 19:52:30, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7187, loss_cls: 2.2389, loss: 2.2389, grad_norm: 6.8356 2020-10-11 03:22:36,802 - mmaction - INFO - Epoch [11][440/1793] lr: 7.500e-03, eta: 19:52:11, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7281, loss_cls: 2.2261, loss: 2.2261, grad_norm: 7.0647 2020-10-11 03:22:56,805 - mmaction - INFO - Epoch [11][460/1793] lr: 7.500e-03, eta: 19:51:51, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7594, loss_cls: 2.1499, loss: 2.1499, grad_norm: 6.8459 2020-10-11 03:23:16,401 - mmaction - INFO - Epoch [11][480/1793] lr: 7.500e-03, eta: 19:51:29, time: 0.980, data_time: 0.004, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7260, loss_cls: 2.2380, loss: 2.2380, grad_norm: 7.1717 2020-10-11 03:23:36,261 - mmaction - INFO - Epoch [11][500/1793] lr: 7.500e-03, eta: 19:51:08, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7594, loss_cls: 2.1130, loss: 2.1130, grad_norm: 6.7557 2020-10-11 03:23:56,076 - mmaction - INFO - Epoch [11][520/1793] lr: 7.500e-03, eta: 19:50:47, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7646, loss_cls: 2.0707, loss: 2.0707, grad_norm: 6.6818 2020-10-11 03:24:15,666 - mmaction - INFO - Epoch [11][540/1793] lr: 7.500e-03, eta: 19:50:25, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7177, loss_cls: 2.2490, loss: 2.2490, grad_norm: 7.0670 2020-10-11 03:24:36,159 - mmaction - INFO - Epoch [11][560/1793] lr: 7.500e-03, eta: 19:50:07, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7333, loss_cls: 2.1745, loss: 2.1745, grad_norm: 6.7857 2020-10-11 03:24:55,721 - mmaction - INFO - Epoch [11][580/1793] lr: 7.500e-03, eta: 19:49:45, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7396, loss_cls: 2.1308, loss: 2.1308, grad_norm: 6.7843 2020-10-11 03:25:15,155 - mmaction - INFO - Epoch [11][600/1793] lr: 7.500e-03, eta: 19:49:22, time: 0.969, data_time: 0.005, memory: 10390, top1_acc: 0.4385, top5_acc: 0.7281, loss_cls: 2.3037, loss: 2.3037, grad_norm: 6.9135 2020-10-11 03:25:35,290 - mmaction - INFO - Epoch [11][620/1793] lr: 7.500e-03, eta: 19:49:03, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7677, loss_cls: 2.0693, loss: 2.0693, grad_norm: 6.7466 2020-10-11 03:25:54,767 - mmaction - INFO - Epoch [11][640/1793] lr: 7.500e-03, eta: 19:48:40, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7708, loss_cls: 2.0995, loss: 2.0995, grad_norm: 7.1082 2020-10-11 03:26:14,646 - mmaction - INFO - Epoch [11][660/1793] lr: 7.500e-03, eta: 19:48:19, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7521, loss_cls: 2.1176, loss: 2.1176, grad_norm: 6.7151 2020-10-11 03:26:34,283 - mmaction - INFO - Epoch [11][680/1793] lr: 7.500e-03, eta: 19:47:58, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7490, loss_cls: 2.1366, loss: 2.1366, grad_norm: 6.7568 2020-10-11 03:26:53,768 - mmaction - INFO - Epoch [11][700/1793] lr: 7.500e-03, eta: 19:47:35, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4312, top5_acc: 0.7354, loss_cls: 2.2152, loss: 2.2152, grad_norm: 6.9408 2020-10-11 03:27:13,972 - mmaction - INFO - Epoch [11][720/1793] lr: 7.500e-03, eta: 19:47:16, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7417, loss_cls: 2.2059, loss: 2.2059, grad_norm: 6.9725 2020-10-11 03:27:33,651 - mmaction - INFO - Epoch [11][740/1793] lr: 7.500e-03, eta: 19:46:54, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7344, loss_cls: 2.1921, loss: 2.1921, grad_norm: 6.9023 2020-10-11 03:27:53,271 - mmaction - INFO - Epoch [11][760/1793] lr: 7.500e-03, eta: 19:46:33, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7521, loss_cls: 2.1800, loss: 2.1800, grad_norm: 6.8301 2020-10-11 03:28:13,622 - mmaction - INFO - Epoch [11][780/1793] lr: 7.500e-03, eta: 19:46:14, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7344, loss_cls: 2.2198, loss: 2.2198, grad_norm: 6.7194 2020-10-11 03:28:33,262 - mmaction - INFO - Epoch [11][800/1793] lr: 7.500e-03, eta: 19:45:52, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.7481 2020-10-11 03:28:52,954 - mmaction - INFO - Epoch [11][820/1793] lr: 7.500e-03, eta: 19:45:30, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7510, loss_cls: 2.1131, loss: 2.1131, grad_norm: 6.8343 2020-10-11 03:29:12,621 - mmaction - INFO - Epoch [11][840/1793] lr: 7.500e-03, eta: 19:45:09, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7167, loss_cls: 2.2381, loss: 2.2381, grad_norm: 6.7319 2020-10-11 03:29:32,778 - mmaction - INFO - Epoch [11][860/1793] lr: 7.500e-03, eta: 19:44:49, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7719, loss_cls: 2.0733, loss: 2.0733, grad_norm: 6.9780 2020-10-11 03:29:52,713 - mmaction - INFO - Epoch [11][880/1793] lr: 7.500e-03, eta: 19:44:29, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7260, loss_cls: 2.2149, loss: 2.2149, grad_norm: 7.2316 2020-10-11 03:30:12,107 - mmaction - INFO - Epoch [11][900/1793] lr: 7.500e-03, eta: 19:44:06, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7594, loss_cls: 2.1630, loss: 2.1630, grad_norm: 6.9675 2020-10-11 03:30:31,723 - mmaction - INFO - Epoch [11][920/1793] lr: 7.500e-03, eta: 19:43:44, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7510, loss_cls: 2.1263, loss: 2.1263, grad_norm: 7.1040 2020-10-11 03:30:51,816 - mmaction - INFO - Epoch [11][940/1793] lr: 7.500e-03, eta: 19:43:24, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7177, loss_cls: 2.1988, loss: 2.1988, grad_norm: 7.0253 2020-10-11 03:31:11,693 - mmaction - INFO - Epoch [11][960/1793] lr: 7.500e-03, eta: 19:43:04, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7615, loss_cls: 2.1199, loss: 2.1199, grad_norm: 7.0178 2020-10-11 03:31:32,137 - mmaction - INFO - Epoch [11][980/1793] lr: 7.500e-03, eta: 19:42:45, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7427, loss_cls: 2.1324, loss: 2.1324, grad_norm: 6.8979 2020-10-11 03:31:51,588 - mmaction - INFO - Epoch [11][1000/1793] lr: 7.500e-03, eta: 19:42:23, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7573, loss_cls: 2.1486, loss: 2.1486, grad_norm: 6.9420 2020-10-11 03:32:11,392 - mmaction - INFO - Epoch [11][1020/1793] lr: 7.500e-03, eta: 19:42:02, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7313, loss_cls: 2.2541, loss: 2.2541, grad_norm: 7.0945 2020-10-11 03:32:31,174 - mmaction - INFO - Epoch [11][1040/1793] lr: 7.500e-03, eta: 19:41:40, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7479, loss_cls: 2.1783, loss: 2.1783, grad_norm: 7.0760 2020-10-11 03:32:50,940 - mmaction - INFO - Epoch [11][1060/1793] lr: 7.500e-03, eta: 19:41:19, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.4344, top5_acc: 0.7010, loss_cls: 2.3305, loss: 2.3305, grad_norm: 6.8873 2020-10-11 03:33:10,529 - mmaction - INFO - Epoch [11][1080/1793] lr: 7.500e-03, eta: 19:40:57, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7302, loss_cls: 2.2013, loss: 2.2013, grad_norm: 6.5673 2020-10-11 03:33:30,494 - mmaction - INFO - Epoch [11][1100/1793] lr: 7.500e-03, eta: 19:40:37, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7427, loss_cls: 2.1329, loss: 2.1329, grad_norm: 6.5805 2020-10-11 03:33:50,550 - mmaction - INFO - Epoch [11][1120/1793] lr: 7.500e-03, eta: 19:40:17, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7656, loss_cls: 2.1471, loss: 2.1471, grad_norm: 6.9358 2020-10-11 03:34:09,969 - mmaction - INFO - Epoch [11][1140/1793] lr: 7.500e-03, eta: 19:39:54, time: 0.970, data_time: 0.006, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7365, loss_cls: 2.2396, loss: 2.2396, grad_norm: 6.7174 2020-10-11 03:34:29,931 - mmaction - INFO - Epoch [11][1160/1793] lr: 7.500e-03, eta: 19:39:34, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7187, loss_cls: 2.2102, loss: 2.2102, grad_norm: 6.7563 2020-10-11 03:34:49,947 - mmaction - INFO - Epoch [11][1180/1793] lr: 7.500e-03, eta: 19:39:14, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7219, loss_cls: 2.2569, loss: 2.2569, grad_norm: 7.1601 2020-10-11 03:35:09,785 - mmaction - INFO - Epoch [11][1200/1793] lr: 7.500e-03, eta: 19:38:53, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7156, loss_cls: 2.2391, loss: 2.2391, grad_norm: 6.7842 2020-10-11 03:35:29,103 - mmaction - INFO - Epoch [11][1220/1793] lr: 7.500e-03, eta: 19:38:30, time: 0.966, data_time: 0.003, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7448, loss_cls: 2.2040, loss: 2.2040, grad_norm: 6.7909 2020-10-11 03:35:49,725 - mmaction - INFO - Epoch [11][1240/1793] lr: 7.500e-03, eta: 19:38:12, time: 1.030, data_time: 0.003, memory: 10390, top1_acc: 0.4198, top5_acc: 0.7198, loss_cls: 2.3270, loss: 2.3270, grad_norm: 6.6686 2020-10-11 03:36:09,443 - mmaction - INFO - Epoch [11][1260/1793] lr: 7.500e-03, eta: 19:37:51, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7458, loss_cls: 2.1539, loss: 2.1539, grad_norm: 6.6464 2020-10-11 03:36:29,582 - mmaction - INFO - Epoch [11][1280/1793] lr: 7.500e-03, eta: 19:37:31, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7458, loss_cls: 2.1300, loss: 2.1300, grad_norm: 6.5697 2020-10-11 03:36:48,884 - mmaction - INFO - Epoch [11][1300/1793] lr: 7.500e-03, eta: 19:37:08, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7313, loss_cls: 2.2479, loss: 2.2479, grad_norm: 6.7495 2020-10-11 03:37:08,370 - mmaction - INFO - Epoch [11][1320/1793] lr: 7.500e-03, eta: 19:36:46, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7229, loss_cls: 2.2528, loss: 2.2528, grad_norm: 6.9082 2020-10-11 03:37:27,964 - mmaction - INFO - Epoch [11][1340/1793] lr: 7.500e-03, eta: 19:36:24, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7573, loss_cls: 2.1338, loss: 2.1338, grad_norm: 6.8757 2020-10-11 03:37:47,728 - mmaction - INFO - Epoch [11][1360/1793] lr: 7.500e-03, eta: 19:36:03, time: 0.993, data_time: 0.008, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7260, loss_cls: 2.2061, loss: 2.2061, grad_norm: 7.0518 2020-10-11 03:38:08,145 - mmaction - INFO - Epoch [11][1380/1793] lr: 7.500e-03, eta: 19:35:44, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7427, loss_cls: 2.1357, loss: 2.1357, grad_norm: 6.9921 2020-10-11 03:38:27,786 - mmaction - INFO - Epoch [11][1400/1793] lr: 7.500e-03, eta: 19:35:23, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7333, loss_cls: 2.2171, loss: 2.2171, grad_norm: 7.0264 2020-10-11 03:38:48,085 - mmaction - INFO - Epoch [11][1420/1793] lr: 7.500e-03, eta: 19:35:04, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7344, loss_cls: 2.2308, loss: 2.2308, grad_norm: 6.7348 2020-10-11 03:39:07,758 - mmaction - INFO - Epoch [11][1440/1793] lr: 7.500e-03, eta: 19:34:42, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7573, loss_cls: 2.1100, loss: 2.1100, grad_norm: 6.9912 2020-10-11 03:39:27,470 - mmaction - INFO - Epoch [11][1460/1793] lr: 7.500e-03, eta: 19:34:21, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7417, loss_cls: 2.2050, loss: 2.2050, grad_norm: 7.2846 2020-10-11 03:39:47,655 - mmaction - INFO - Epoch [11][1480/1793] lr: 7.500e-03, eta: 19:34:01, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7396, loss_cls: 2.1580, loss: 2.1580, grad_norm: 7.1209 2020-10-11 03:40:07,862 - mmaction - INFO - Epoch [11][1500/1793] lr: 7.500e-03, eta: 19:33:42, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7219, loss_cls: 2.2268, loss: 2.2268, grad_norm: 7.0174 2020-10-11 03:40:27,254 - mmaction - INFO - Epoch [11][1520/1793] lr: 7.500e-03, eta: 19:33:19, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7385, loss_cls: 2.2067, loss: 2.2067, grad_norm: 6.7428 2020-10-11 03:40:47,096 - mmaction - INFO - Epoch [11][1540/1793] lr: 7.500e-03, eta: 19:32:58, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7437, loss_cls: 2.2205, loss: 2.2205, grad_norm: 7.0620 2020-10-11 03:41:06,932 - mmaction - INFO - Epoch [11][1560/1793] lr: 7.500e-03, eta: 19:32:38, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7583, loss_cls: 2.1752, loss: 2.1752, grad_norm: 7.1056 2020-10-11 03:41:26,635 - mmaction - INFO - Epoch [11][1580/1793] lr: 7.500e-03, eta: 19:32:16, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7240, loss_cls: 2.2741, loss: 2.2741, grad_norm: 7.1080 2020-10-11 03:41:46,634 - mmaction - INFO - Epoch [11][1600/1793] lr: 7.500e-03, eta: 19:31:56, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4375, top5_acc: 0.7292, loss_cls: 2.1829, loss: 2.1829, grad_norm: 6.9679 2020-10-11 03:42:05,931 - mmaction - INFO - Epoch [11][1620/1793] lr: 7.500e-03, eta: 19:31:33, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7375, loss_cls: 2.2729, loss: 2.2729, grad_norm: 7.0008 2020-10-11 03:42:25,687 - mmaction - INFO - Epoch [11][1640/1793] lr: 7.500e-03, eta: 19:31:12, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7302, loss_cls: 2.1978, loss: 2.1978, grad_norm: 7.0100 2020-10-11 03:42:45,590 - mmaction - INFO - Epoch [11][1660/1793] lr: 7.500e-03, eta: 19:30:51, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7406, loss_cls: 2.1137, loss: 2.1137, grad_norm: 6.6488 2020-10-11 03:43:05,566 - mmaction - INFO - Epoch [11][1680/1793] lr: 7.500e-03, eta: 19:30:31, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.4521, top5_acc: 0.7167, loss_cls: 2.2369, loss: 2.2369, grad_norm: 6.9087 2020-10-11 03:43:25,612 - mmaction - INFO - Epoch [11][1700/1793] lr: 7.500e-03, eta: 19:30:11, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.4302, top5_acc: 0.7240, loss_cls: 2.2958, loss: 2.2958, grad_norm: 6.8465 2020-10-11 03:43:44,989 - mmaction - INFO - Epoch [11][1720/1793] lr: 7.500e-03, eta: 19:29:49, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7167, loss_cls: 2.2377, loss: 2.2377, grad_norm: 6.7607 2020-10-11 03:44:05,584 - mmaction - INFO - Epoch [11][1740/1793] lr: 7.500e-03, eta: 19:29:31, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7427, loss_cls: 2.1971, loss: 2.1971, grad_norm: 6.7542 2020-10-11 03:44:24,743 - mmaction - INFO - Epoch [11][1760/1793] lr: 7.500e-03, eta: 19:29:07, time: 0.955, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7375, loss_cls: 2.2057, loss: 2.2057, grad_norm: 6.8366 2020-10-11 03:44:45,234 - mmaction - INFO - Epoch [11][1780/1793] lr: 7.500e-03, eta: 19:28:49, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7448, loss_cls: 2.1307, loss: 2.1307, grad_norm: 6.8214 2020-10-11 03:44:57,230 - mmaction - INFO - Saving checkpoint at 11 epochs 2020-10-11 03:45:26,089 - mmaction - INFO - Epoch [12][20/1793] lr: 7.500e-03, eta: 19:27:56, time: 1.372, data_time: 0.446, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7594, loss_cls: 2.1491, loss: 2.1491, grad_norm: 6.8668 2020-10-11 03:45:45,096 - mmaction - INFO - Epoch [12][40/1793] lr: 7.500e-03, eta: 19:27:32, time: 0.951, data_time: 0.006, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7729, loss_cls: 2.0297, loss: 2.0297, grad_norm: 7.3353 2020-10-11 03:46:05,118 - mmaction - INFO - Epoch [12][60/1793] lr: 7.500e-03, eta: 19:27:12, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7583, loss_cls: 2.0643, loss: 2.0643, grad_norm: 7.0640 2020-10-11 03:46:24,624 - mmaction - INFO - Epoch [12][80/1793] lr: 7.500e-03, eta: 19:26:50, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7469, loss_cls: 2.1841, loss: 2.1841, grad_norm: 7.3000 2020-10-11 03:46:44,149 - mmaction - INFO - Epoch [12][100/1793] lr: 7.500e-03, eta: 19:26:28, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7479, loss_cls: 2.1525, loss: 2.1525, grad_norm: 6.7936 2020-10-11 03:47:03,517 - mmaction - INFO - Epoch [12][120/1793] lr: 7.500e-03, eta: 19:26:06, time: 0.968, data_time: 0.002, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7375, loss_cls: 2.2239, loss: 2.2239, grad_norm: 6.5661 2020-10-11 03:47:22,953 - mmaction - INFO - Epoch [12][140/1793] lr: 7.500e-03, eta: 19:25:43, time: 0.973, data_time: 0.003, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7344, loss_cls: 2.1463, loss: 2.1463, grad_norm: 6.8063 2020-10-11 03:47:42,690 - mmaction - INFO - Epoch [12][160/1793] lr: 7.500e-03, eta: 19:25:22, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7490, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.8503 2020-10-11 03:48:02,064 - mmaction - INFO - Epoch [12][180/1793] lr: 7.500e-03, eta: 19:25:00, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.4333, top5_acc: 0.7240, loss_cls: 2.2907, loss: 2.2907, grad_norm: 7.0141 2020-10-11 03:48:22,061 - mmaction - INFO - Epoch [12][200/1793] lr: 7.500e-03, eta: 19:24:40, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4323, top5_acc: 0.7385, loss_cls: 2.2566, loss: 2.2566, grad_norm: 6.7861 2020-10-11 03:48:42,586 - mmaction - INFO - Epoch [12][220/1793] lr: 7.500e-03, eta: 19:24:21, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7469, loss_cls: 2.2151, loss: 2.2151, grad_norm: 6.9760 2020-10-11 03:49:01,584 - mmaction - INFO - Epoch [12][240/1793] lr: 7.500e-03, eta: 19:23:58, time: 0.951, data_time: 0.003, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7542, loss_cls: 2.0366, loss: 2.0366, grad_norm: 6.6406 2020-10-11 03:49:21,217 - mmaction - INFO - Epoch [12][260/1793] lr: 7.500e-03, eta: 19:23:36, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7531, loss_cls: 2.1481, loss: 2.1481, grad_norm: 6.8184 2020-10-11 03:49:41,144 - mmaction - INFO - Epoch [12][280/1793] lr: 7.500e-03, eta: 19:23:16, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7604, loss_cls: 2.1053, loss: 2.1053, grad_norm: 6.7523 2020-10-11 03:50:00,669 - mmaction - INFO - Epoch [12][300/1793] lr: 7.500e-03, eta: 19:22:54, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7344, loss_cls: 2.1542, loss: 2.1542, grad_norm: 6.7001 2020-10-11 03:50:20,215 - mmaction - INFO - Epoch [12][320/1793] lr: 7.500e-03, eta: 19:22:32, time: 0.976, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7500, loss_cls: 2.1528, loss: 2.1528, grad_norm: 6.9737 2020-10-11 03:50:40,255 - mmaction - INFO - Epoch [12][340/1793] lr: 7.500e-03, eta: 19:22:12, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7500, loss_cls: 2.1494, loss: 2.1494, grad_norm: 6.9758 2020-10-11 03:50:59,808 - mmaction - INFO - Epoch [12][360/1793] lr: 7.500e-03, eta: 19:21:50, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7729, loss_cls: 2.0460, loss: 2.0460, grad_norm: 6.6173 2020-10-11 03:51:19,984 - mmaction - INFO - Epoch [12][380/1793] lr: 7.500e-03, eta: 19:21:31, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7375, loss_cls: 2.2022, loss: 2.2022, grad_norm: 7.1174 2020-10-11 03:51:39,704 - mmaction - INFO - Epoch [12][400/1793] lr: 7.500e-03, eta: 19:21:10, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7562, loss_cls: 2.0590, loss: 2.0590, grad_norm: 6.6095 2020-10-11 03:51:58,920 - mmaction - INFO - Epoch [12][420/1793] lr: 7.500e-03, eta: 19:20:47, time: 0.961, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7469, loss_cls: 2.1347, loss: 2.1347, grad_norm: 6.9181 2020-10-11 03:52:18,667 - mmaction - INFO - Epoch [12][440/1793] lr: 7.500e-03, eta: 19:20:26, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7573, loss_cls: 2.0259, loss: 2.0259, grad_norm: 6.7112 2020-10-11 03:52:38,763 - mmaction - INFO - Epoch [12][460/1793] lr: 7.500e-03, eta: 19:20:06, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7271, loss_cls: 2.2371, loss: 2.2371, grad_norm: 7.2051 2020-10-11 03:52:58,167 - mmaction - INFO - Epoch [12][480/1793] lr: 7.500e-03, eta: 19:19:43, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7458, loss_cls: 2.1489, loss: 2.1489, grad_norm: 6.7213 2020-10-11 03:53:17,820 - mmaction - INFO - Epoch [12][500/1793] lr: 7.500e-03, eta: 19:19:22, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7417, loss_cls: 2.1316, loss: 2.1316, grad_norm: 6.9327 2020-10-11 03:53:37,625 - mmaction - INFO - Epoch [12][520/1793] lr: 7.500e-03, eta: 19:19:01, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7760, loss_cls: 2.0411, loss: 2.0411, grad_norm: 6.7969 2020-10-11 03:53:57,097 - mmaction - INFO - Epoch [12][540/1793] lr: 7.500e-03, eta: 19:18:39, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7531, loss_cls: 2.0345, loss: 2.0345, grad_norm: 6.6724 2020-10-11 03:54:17,299 - mmaction - INFO - Epoch [12][560/1793] lr: 7.500e-03, eta: 19:18:20, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7208, loss_cls: 2.2282, loss: 2.2282, grad_norm: 6.9114 2020-10-11 03:54:36,993 - mmaction - INFO - Epoch [12][580/1793] lr: 7.500e-03, eta: 19:17:59, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7438, loss_cls: 2.1660, loss: 2.1660, grad_norm: 6.7737 2020-10-11 03:54:56,929 - mmaction - INFO - Epoch [12][600/1793] lr: 7.500e-03, eta: 19:17:38, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7594, loss_cls: 2.1216, loss: 2.1216, grad_norm: 7.1368 2020-10-11 03:55:16,457 - mmaction - INFO - Epoch [12][620/1793] lr: 7.500e-03, eta: 19:17:16, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7354, loss_cls: 2.1693, loss: 2.1693, grad_norm: 7.0703 2020-10-11 03:55:36,364 - mmaction - INFO - Epoch [12][640/1793] lr: 7.500e-03, eta: 19:16:56, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7271, loss_cls: 2.1887, loss: 2.1887, grad_norm: 6.6529 2020-10-11 03:55:56,133 - mmaction - INFO - Epoch [12][660/1793] lr: 7.500e-03, eta: 19:16:35, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7375, loss_cls: 2.1908, loss: 2.1908, grad_norm: 6.5995 2020-10-11 03:56:15,484 - mmaction - INFO - Epoch [12][680/1793] lr: 7.500e-03, eta: 19:16:13, time: 0.964, data_time: 0.005, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7740, loss_cls: 2.0539, loss: 2.0539, grad_norm: 7.3676 2020-10-11 03:56:35,332 - mmaction - INFO - Epoch [12][700/1793] lr: 7.500e-03, eta: 19:15:52, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4490, top5_acc: 0.7448, loss_cls: 2.1668, loss: 2.1668, grad_norm: 6.7274 2020-10-11 03:56:55,425 - mmaction - INFO - Epoch [12][720/1793] lr: 7.500e-03, eta: 19:15:32, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7458, loss_cls: 2.1768, loss: 2.1768, grad_norm: 6.6554 2020-10-11 03:57:15,646 - mmaction - INFO - Epoch [12][740/1793] lr: 7.500e-03, eta: 19:15:13, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7104, loss_cls: 2.3506, loss: 2.3506, grad_norm: 6.9031 2020-10-11 03:57:36,478 - mmaction - INFO - Epoch [12][760/1793] lr: 7.500e-03, eta: 19:14:55, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7448, loss_cls: 2.1314, loss: 2.1314, grad_norm: 6.7645 2020-10-11 03:57:56,149 - mmaction - INFO - Epoch [12][780/1793] lr: 7.500e-03, eta: 19:14:34, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7427, loss_cls: 2.1223, loss: 2.1223, grad_norm: 7.0188 2020-10-11 03:58:17,050 - mmaction - INFO - Epoch [12][800/1793] lr: 7.500e-03, eta: 19:14:17, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7521, loss_cls: 2.1539, loss: 2.1539, grad_norm: 6.9312 2020-10-11 03:58:37,127 - mmaction - INFO - Epoch [12][820/1793] lr: 7.500e-03, eta: 19:13:57, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7542, loss_cls: 2.1853, loss: 2.1853, grad_norm: 6.6955 2020-10-11 03:58:57,298 - mmaction - INFO - Epoch [12][840/1793] lr: 7.500e-03, eta: 19:13:38, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7656, loss_cls: 2.1332, loss: 2.1332, grad_norm: 6.6299 2020-10-11 03:59:17,591 - mmaction - INFO - Epoch [12][860/1793] lr: 7.500e-03, eta: 19:13:18, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7292, loss_cls: 2.2247, loss: 2.2247, grad_norm: 6.7297 2020-10-11 03:59:39,368 - mmaction - INFO - Epoch [12][880/1793] lr: 7.500e-03, eta: 19:13:04, time: 1.092, data_time: 0.007, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7469, loss_cls: 2.1459, loss: 2.1459, grad_norm: 6.8425 2020-10-11 03:59:59,621 - mmaction - INFO - Epoch [12][900/1793] lr: 7.500e-03, eta: 19:12:45, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7604, loss_cls: 2.0449, loss: 2.0449, grad_norm: 6.7417 2020-10-11 04:00:21,533 - mmaction - INFO - Epoch [12][920/1793] lr: 7.500e-03, eta: 19:12:30, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7615, loss_cls: 2.0682, loss: 2.0682, grad_norm: 6.9527 2020-10-11 04:00:42,141 - mmaction - INFO - Epoch [12][940/1793] lr: 7.500e-03, eta: 19:12:13, time: 1.041, data_time: 0.024, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7500, loss_cls: 2.1131, loss: 2.1131, grad_norm: 7.0587 2020-10-11 04:01:03,466 - mmaction - INFO - Epoch [12][960/1793] lr: 7.500e-03, eta: 19:11:57, time: 1.067, data_time: 0.003, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7229, loss_cls: 2.2709, loss: 2.2709, grad_norm: 7.1031 2020-10-11 04:01:24,767 - mmaction - INFO - Epoch [12][980/1793] lr: 7.500e-03, eta: 19:11:41, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7479, loss_cls: 2.0999, loss: 2.0999, grad_norm: 6.7126 2020-10-11 04:01:45,554 - mmaction - INFO - Epoch [12][1000/1793] lr: 7.500e-03, eta: 19:11:24, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7510, loss_cls: 2.1307, loss: 2.1307, grad_norm: 6.7368 2020-10-11 04:02:06,491 - mmaction - INFO - Epoch [12][1020/1793] lr: 7.500e-03, eta: 19:11:07, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7333, loss_cls: 2.1892, loss: 2.1892, grad_norm: 6.6306 2020-10-11 04:02:27,992 - mmaction - INFO - Epoch [12][1040/1793] lr: 7.500e-03, eta: 19:10:51, time: 1.073, data_time: 0.005, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7552, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.9754 2020-10-11 04:02:49,337 - mmaction - INFO - Epoch [12][1060/1793] lr: 7.500e-03, eta: 19:10:36, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7469, loss_cls: 2.1572, loss: 2.1572, grad_norm: 6.8087 2020-10-11 04:03:10,948 - mmaction - INFO - Epoch [12][1080/1793] lr: 7.500e-03, eta: 19:10:21, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7562, loss_cls: 2.0523, loss: 2.0523, grad_norm: 7.1232 2020-10-11 04:03:32,867 - mmaction - INFO - Epoch [12][1100/1793] lr: 7.500e-03, eta: 19:10:07, time: 1.097, data_time: 0.005, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7302, loss_cls: 2.2228, loss: 2.2228, grad_norm: 6.7667 2020-10-11 04:03:54,407 - mmaction - INFO - Epoch [12][1120/1793] lr: 7.500e-03, eta: 19:09:52, time: 1.077, data_time: 0.002, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7563, loss_cls: 2.1551, loss: 2.1551, grad_norm: 6.6497 2020-10-11 04:04:16,125 - mmaction - INFO - Epoch [12][1140/1793] lr: 7.500e-03, eta: 19:09:37, time: 1.084, data_time: 0.007, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7229, loss_cls: 2.2124, loss: 2.2124, grad_norm: 7.0782 2020-10-11 04:04:37,697 - mmaction - INFO - Epoch [12][1160/1793] lr: 7.500e-03, eta: 19:09:22, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7448, loss_cls: 2.1876, loss: 2.1876, grad_norm: 6.7583 2020-10-11 04:04:58,802 - mmaction - INFO - Epoch [12][1180/1793] lr: 7.500e-03, eta: 19:09:06, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7427, loss_cls: 2.1734, loss: 2.1734, grad_norm: 7.1123 2020-10-11 04:05:20,297 - mmaction - INFO - Epoch [12][1200/1793] lr: 7.500e-03, eta: 19:08:50, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7510, loss_cls: 2.0877, loss: 2.0877, grad_norm: 7.0557 2020-10-11 04:05:42,042 - mmaction - INFO - Epoch [12][1220/1793] lr: 7.500e-03, eta: 19:08:36, time: 1.091, data_time: 0.010, memory: 10390, top1_acc: 0.4438, top5_acc: 0.7354, loss_cls: 2.2012, loss: 2.2012, grad_norm: 6.7108 2020-10-11 04:06:03,459 - mmaction - INFO - Epoch [12][1240/1793] lr: 7.500e-03, eta: 19:08:20, time: 1.072, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7240, loss_cls: 2.2527, loss: 2.2527, grad_norm: 6.9447 2020-10-11 04:06:26,293 - mmaction - INFO - Epoch [12][1260/1793] lr: 7.500e-03, eta: 19:08:09, time: 1.140, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7542, loss_cls: 2.1711, loss: 2.1711, grad_norm: 6.7646 2020-10-11 04:06:48,110 - mmaction - INFO - Epoch [12][1280/1793] lr: 7.500e-03, eta: 19:07:55, time: 1.093, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7615, loss_cls: 2.0780, loss: 2.0780, grad_norm: 6.7497 2020-10-11 04:07:09,915 - mmaction - INFO - Epoch [12][1300/1793] lr: 7.500e-03, eta: 19:07:40, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7615, loss_cls: 2.0917, loss: 2.0917, grad_norm: 7.0219 2020-10-11 04:07:31,893 - mmaction - INFO - Epoch [12][1320/1793] lr: 7.500e-03, eta: 19:07:26, time: 1.102, data_time: 0.007, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7427, loss_cls: 2.1091, loss: 2.1091, grad_norm: 6.7179 2020-10-11 04:07:54,010 - mmaction - INFO - Epoch [12][1340/1793] lr: 7.500e-03, eta: 19:07:13, time: 1.106, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7542, loss_cls: 2.0855, loss: 2.0855, grad_norm: 6.8727 2020-10-11 04:08:15,768 - mmaction - INFO - Epoch [12][1360/1793] lr: 7.500e-03, eta: 19:06:58, time: 1.086, data_time: 0.005, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7417, loss_cls: 2.1610, loss: 2.1610, grad_norm: 6.6978 2020-10-11 04:08:38,186 - mmaction - INFO - Epoch [12][1380/1793] lr: 7.500e-03, eta: 19:06:46, time: 1.123, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7406, loss_cls: 2.1317, loss: 2.1317, grad_norm: 6.9949 2020-10-11 04:09:01,048 - mmaction - INFO - Epoch [12][1400/1793] lr: 7.500e-03, eta: 19:06:35, time: 1.143, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7469, loss_cls: 2.2064, loss: 2.2064, grad_norm: 6.7891 2020-10-11 04:09:23,603 - mmaction - INFO - Epoch [12][1420/1793] lr: 7.500e-03, eta: 19:06:23, time: 1.126, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7417, loss_cls: 2.1725, loss: 2.1725, grad_norm: 6.8376 2020-10-11 04:09:46,202 - mmaction - INFO - Epoch [12][1440/1793] lr: 7.500e-03, eta: 19:06:11, time: 1.130, data_time: 0.005, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7333, loss_cls: 2.1732, loss: 2.1732, grad_norm: 6.5502 2020-10-11 04:10:07,955 - mmaction - INFO - Epoch [12][1460/1793] lr: 7.500e-03, eta: 19:05:56, time: 1.086, data_time: 0.005, memory: 10390, top1_acc: 0.4365, top5_acc: 0.7458, loss_cls: 2.1679, loss: 2.1679, grad_norm: 6.8837 2020-10-11 04:10:29,812 - mmaction - INFO - Epoch [12][1480/1793] lr: 7.500e-03, eta: 19:05:42, time: 1.096, data_time: 0.005, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7448, loss_cls: 2.1576, loss: 2.1576, grad_norm: 6.8296 2020-10-11 04:10:52,315 - mmaction - INFO - Epoch [12][1500/1793] lr: 7.500e-03, eta: 19:05:30, time: 1.124, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.1115, loss: 2.1115, grad_norm: 6.9528 2020-10-11 04:11:14,884 - mmaction - INFO - Epoch [12][1520/1793] lr: 7.500e-03, eta: 19:05:18, time: 1.130, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7490, loss_cls: 2.0858, loss: 2.0858, grad_norm: 6.8185 2020-10-11 04:11:37,265 - mmaction - INFO - Epoch [12][1540/1793] lr: 7.500e-03, eta: 19:05:05, time: 1.119, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7656, loss_cls: 2.0174, loss: 2.0174, grad_norm: 6.7608 2020-10-11 04:11:59,398 - mmaction - INFO - Epoch [12][1560/1793] lr: 7.500e-03, eta: 19:04:51, time: 1.105, data_time: 0.002, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7250, loss_cls: 2.2099, loss: 2.2099, grad_norm: 6.8350 2020-10-11 04:12:21,864 - mmaction - INFO - Epoch [12][1580/1793] lr: 7.500e-03, eta: 19:04:39, time: 1.125, data_time: 0.006, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7448, loss_cls: 2.1660, loss: 2.1660, grad_norm: 7.0147 2020-10-11 04:12:43,915 - mmaction - INFO - Epoch [12][1600/1793] lr: 7.500e-03, eta: 19:04:25, time: 1.100, data_time: 0.003, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7479, loss_cls: 2.1162, loss: 2.1162, grad_norm: 6.9496 2020-10-11 04:13:05,743 - mmaction - INFO - Epoch [12][1620/1793] lr: 7.500e-03, eta: 19:04:10, time: 1.094, data_time: 0.006, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7573, loss_cls: 2.1471, loss: 2.1471, grad_norm: 6.7889 2020-10-11 04:13:27,610 - mmaction - INFO - Epoch [12][1640/1793] lr: 7.500e-03, eta: 19:03:56, time: 1.092, data_time: 0.006, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7198, loss_cls: 2.2188, loss: 2.2188, grad_norm: 6.9221 2020-10-11 04:13:49,596 - mmaction - INFO - Epoch [12][1660/1793] lr: 7.500e-03, eta: 19:03:42, time: 1.100, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7542, loss_cls: 2.0962, loss: 2.0962, grad_norm: 6.9604 2020-10-11 04:14:11,347 - mmaction - INFO - Epoch [12][1680/1793] lr: 7.500e-03, eta: 19:03:27, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7438, loss_cls: 2.1659, loss: 2.1659, grad_norm: 6.8065 2020-10-11 04:14:32,620 - mmaction - INFO - Epoch [12][1700/1793] lr: 7.500e-03, eta: 19:03:11, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7635, loss_cls: 2.1130, loss: 2.1130, grad_norm: 6.9216 2020-10-11 04:14:54,766 - mmaction - INFO - Epoch [12][1720/1793] lr: 7.500e-03, eta: 19:02:57, time: 1.107, data_time: 0.004, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7542, loss_cls: 2.0925, loss: 2.0925, grad_norm: 6.4302 2020-10-11 04:15:15,921 - mmaction - INFO - Epoch [12][1740/1793] lr: 7.500e-03, eta: 19:02:40, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7583, loss_cls: 2.0906, loss: 2.0906, grad_norm: 6.9536 2020-10-11 04:15:37,580 - mmaction - INFO - Epoch [12][1760/1793] lr: 7.500e-03, eta: 19:02:25, time: 1.084, data_time: 0.006, memory: 10390, top1_acc: 0.4396, top5_acc: 0.7323, loss_cls: 2.2367, loss: 2.2367, grad_norm: 7.0808 2020-10-11 04:15:58,639 - mmaction - INFO - Epoch [12][1780/1793] lr: 7.500e-03, eta: 19:02:08, time: 1.054, data_time: 0.004, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7521, loss_cls: 2.1584, loss: 2.1584, grad_norm: 7.1225 2020-10-11 04:16:12,054 - mmaction - INFO - Saving checkpoint at 12 epochs 2020-10-11 04:16:45,088 - mmaction - INFO - Epoch [13][20/1793] lr: 7.500e-03, eta: 19:01:30, time: 1.593, data_time: 0.662, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7552, loss_cls: 2.0821, loss: 2.0821, grad_norm: 6.8520 2020-10-11 04:17:04,753 - mmaction - INFO - Epoch [13][40/1793] lr: 7.500e-03, eta: 19:01:09, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7708, loss_cls: 2.0631, loss: 2.0631, grad_norm: 6.8651 2020-10-11 04:17:26,034 - mmaction - INFO - Epoch [13][60/1793] lr: 7.500e-03, eta: 19:00:52, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 1.9983, loss: 1.9983, grad_norm: 6.7639 2020-10-11 04:17:47,156 - mmaction - INFO - Epoch [13][80/1793] lr: 7.500e-03, eta: 19:00:36, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7458, loss_cls: 2.1700, loss: 2.1700, grad_norm: 7.3530 2020-10-11 04:18:08,776 - mmaction - INFO - Epoch [13][100/1793] lr: 7.500e-03, eta: 19:00:20, time: 1.079, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7521, loss_cls: 2.0749, loss: 2.0749, grad_norm: 6.7377 2020-10-11 04:18:29,192 - mmaction - INFO - Epoch [13][120/1793] lr: 7.500e-03, eta: 19:00:01, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7479, loss_cls: 2.0722, loss: 2.0722, grad_norm: 6.9245 2020-10-11 04:18:49,638 - mmaction - INFO - Epoch [13][140/1793] lr: 7.500e-03, eta: 18:59:42, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7625, loss_cls: 2.0891, loss: 2.0891, grad_norm: 6.7157 2020-10-11 04:19:11,481 - mmaction - INFO - Epoch [13][160/1793] lr: 7.500e-03, eta: 18:59:27, time: 1.096, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7479, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.6928 2020-10-11 04:19:31,974 - mmaction - INFO - Epoch [13][180/1793] lr: 7.500e-03, eta: 18:59:08, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7729, loss_cls: 2.0503, loss: 2.0503, grad_norm: 6.6638 2020-10-11 04:19:52,491 - mmaction - INFO - Epoch [13][200/1793] lr: 7.500e-03, eta: 18:58:50, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7656, loss_cls: 2.0488, loss: 2.0488, grad_norm: 6.9687 2020-10-11 04:20:13,733 - mmaction - INFO - Epoch [13][220/1793] lr: 7.500e-03, eta: 18:58:33, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.4500, top5_acc: 0.7500, loss_cls: 2.1216, loss: 2.1216, grad_norm: 7.0716 2020-10-11 04:20:34,652 - mmaction - INFO - Epoch [13][240/1793] lr: 7.500e-03, eta: 18:58:15, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7677, loss_cls: 2.0393, loss: 2.0393, grad_norm: 7.1491 2020-10-11 04:20:55,204 - mmaction - INFO - Epoch [13][260/1793] lr: 7.500e-03, eta: 18:57:57, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7490, loss_cls: 2.0948, loss: 2.0948, grad_norm: 6.8053 2020-10-11 04:21:16,129 - mmaction - INFO - Epoch [13][280/1793] lr: 7.500e-03, eta: 18:57:39, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7667, loss_cls: 2.0613, loss: 2.0613, grad_norm: 6.9258 2020-10-11 04:21:36,366 - mmaction - INFO - Epoch [13][300/1793] lr: 7.500e-03, eta: 18:57:19, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7531, loss_cls: 2.1655, loss: 2.1655, grad_norm: 6.9339 2020-10-11 04:21:56,664 - mmaction - INFO - Epoch [13][320/1793] lr: 7.500e-03, eta: 18:57:00, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7646, loss_cls: 2.0928, loss: 2.0928, grad_norm: 7.2449 2020-10-11 04:22:18,010 - mmaction - INFO - Epoch [13][340/1793] lr: 7.500e-03, eta: 18:56:43, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.4531, top5_acc: 0.7615, loss_cls: 2.1057, loss: 2.1057, grad_norm: 7.2225 2020-10-11 04:22:37,748 - mmaction - INFO - Epoch [13][360/1793] lr: 7.500e-03, eta: 18:56:22, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7656, loss_cls: 2.0743, loss: 2.0743, grad_norm: 6.8149 2020-10-11 04:22:58,890 - mmaction - INFO - Epoch [13][380/1793] lr: 7.500e-03, eta: 18:56:05, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7469, loss_cls: 2.1188, loss: 2.1188, grad_norm: 6.9765 2020-10-11 04:23:18,995 - mmaction - INFO - Epoch [13][400/1793] lr: 7.500e-03, eta: 18:55:45, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7458, loss_cls: 2.1309, loss: 2.1309, grad_norm: 6.9675 2020-10-11 04:23:39,942 - mmaction - INFO - Epoch [13][420/1793] lr: 7.500e-03, eta: 18:55:27, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7635, loss_cls: 2.1019, loss: 2.1019, grad_norm: 6.7448 2020-10-11 04:24:00,365 - mmaction - INFO - Epoch [13][440/1793] lr: 7.500e-03, eta: 18:55:08, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7552, loss_cls: 2.0905, loss: 2.0905, grad_norm: 7.0662 2020-10-11 04:24:21,343 - mmaction - INFO - Epoch [13][460/1793] lr: 7.500e-03, eta: 18:54:50, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.0886, loss: 2.0886, grad_norm: 6.7854 2020-10-11 04:24:41,191 - mmaction - INFO - Epoch [13][480/1793] lr: 7.500e-03, eta: 18:54:30, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7583, loss_cls: 2.0541, loss: 2.0541, grad_norm: 6.9201 2020-10-11 04:25:01,618 - mmaction - INFO - Epoch [13][500/1793] lr: 7.500e-03, eta: 18:54:10, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7479, loss_cls: 2.1681, loss: 2.1681, grad_norm: 6.9861 2020-10-11 04:25:21,848 - mmaction - INFO - Epoch [13][520/1793] lr: 7.500e-03, eta: 18:53:51, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7635, loss_cls: 2.0880, loss: 2.0880, grad_norm: 7.2822 2020-10-11 04:25:42,014 - mmaction - INFO - Epoch [13][540/1793] lr: 7.500e-03, eta: 18:53:31, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.4417, top5_acc: 0.7146, loss_cls: 2.2274, loss: 2.2274, grad_norm: 7.2447 2020-10-11 04:26:02,860 - mmaction - INFO - Epoch [13][560/1793] lr: 7.500e-03, eta: 18:53:13, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7427, loss_cls: 2.2010, loss: 2.2010, grad_norm: 6.8510 2020-10-11 04:26:23,401 - mmaction - INFO - Epoch [13][580/1793] lr: 7.500e-03, eta: 18:52:54, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7552, loss_cls: 2.0902, loss: 2.0902, grad_norm: 6.6092 2020-10-11 04:26:44,105 - mmaction - INFO - Epoch [13][600/1793] lr: 7.500e-03, eta: 18:52:35, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7490, loss_cls: 2.1154, loss: 2.1154, grad_norm: 6.9283 2020-10-11 04:27:04,419 - mmaction - INFO - Epoch [13][620/1793] lr: 7.500e-03, eta: 18:52:16, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7500, loss_cls: 2.1659, loss: 2.1659, grad_norm: 6.9071 2020-10-11 04:27:25,134 - mmaction - INFO - Epoch [13][640/1793] lr: 7.500e-03, eta: 18:51:58, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7490, loss_cls: 2.0836, loss: 2.0836, grad_norm: 6.7611 2020-10-11 04:27:45,352 - mmaction - INFO - Epoch [13][660/1793] lr: 7.500e-03, eta: 18:51:38, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4573, top5_acc: 0.7521, loss_cls: 2.1440, loss: 2.1440, grad_norm: 6.9938 2020-10-11 04:28:05,508 - mmaction - INFO - Epoch [13][680/1793] lr: 7.500e-03, eta: 18:51:18, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7594, loss_cls: 2.0635, loss: 2.0635, grad_norm: 7.0354 2020-10-11 04:28:25,566 - mmaction - INFO - Epoch [13][700/1793] lr: 7.500e-03, eta: 18:50:57, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7635, loss_cls: 2.0587, loss: 2.0587, grad_norm: 6.7326 2020-10-11 04:28:46,134 - mmaction - INFO - Epoch [13][720/1793] lr: 7.500e-03, eta: 18:50:39, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7427, loss_cls: 2.1511, loss: 2.1511, grad_norm: 7.3822 2020-10-11 04:29:06,265 - mmaction - INFO - Epoch [13][740/1793] lr: 7.500e-03, eta: 18:50:19, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4542, top5_acc: 0.7260, loss_cls: 2.2041, loss: 2.2041, grad_norm: 6.7479 2020-10-11 04:29:26,489 - mmaction - INFO - Epoch [13][760/1793] lr: 7.500e-03, eta: 18:49:59, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7656, loss_cls: 2.0917, loss: 2.0917, grad_norm: 6.8641 2020-10-11 04:29:47,342 - mmaction - INFO - Epoch [13][780/1793] lr: 7.500e-03, eta: 18:49:41, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7781, loss_cls: 2.0102, loss: 2.0102, grad_norm: 6.9551 2020-10-11 04:30:07,025 - mmaction - INFO - Epoch [13][800/1793] lr: 7.500e-03, eta: 18:49:19, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7573, loss_cls: 2.0665, loss: 2.0665, grad_norm: 6.9236 2020-10-11 04:30:27,225 - mmaction - INFO - Epoch [13][820/1793] lr: 7.500e-03, eta: 18:48:59, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7563, loss_cls: 2.0914, loss: 2.0914, grad_norm: 7.0616 2020-10-11 04:30:47,679 - mmaction - INFO - Epoch [13][840/1793] lr: 7.500e-03, eta: 18:48:40, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.4510, top5_acc: 0.7385, loss_cls: 2.1914, loss: 2.1914, grad_norm: 7.0658 2020-10-11 04:31:07,501 - mmaction - INFO - Epoch [13][860/1793] lr: 7.500e-03, eta: 18:48:19, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7417, loss_cls: 2.1807, loss: 2.1807, grad_norm: 6.6686 2020-10-11 04:31:27,559 - mmaction - INFO - Epoch [13][880/1793] lr: 7.500e-03, eta: 18:47:59, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.4427, top5_acc: 0.7292, loss_cls: 2.2372, loss: 2.2372, grad_norm: 6.9506 2020-10-11 04:31:48,000 - mmaction - INFO - Epoch [13][900/1793] lr: 7.500e-03, eta: 18:47:40, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7563, loss_cls: 2.0655, loss: 2.0655, grad_norm: 6.6336 2020-10-11 04:32:07,930 - mmaction - INFO - Epoch [13][920/1793] lr: 7.500e-03, eta: 18:47:19, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7542, loss_cls: 2.0915, loss: 2.0915, grad_norm: 6.9876 2020-10-11 04:32:28,362 - mmaction - INFO - Epoch [13][940/1793] lr: 7.500e-03, eta: 18:47:00, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7573, loss_cls: 2.1085, loss: 2.1085, grad_norm: 6.7122 2020-10-11 04:32:48,183 - mmaction - INFO - Epoch [13][960/1793] lr: 7.500e-03, eta: 18:46:39, time: 0.995, data_time: 0.008, memory: 10390, top1_acc: 0.4177, top5_acc: 0.7323, loss_cls: 2.2085, loss: 2.2085, grad_norm: 6.5998 2020-10-11 04:33:08,652 - mmaction - INFO - Epoch [13][980/1793] lr: 7.500e-03, eta: 18:46:20, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7406, loss_cls: 2.1504, loss: 2.1504, grad_norm: 6.8659 2020-10-11 04:33:28,366 - mmaction - INFO - Epoch [13][1000/1793] lr: 7.500e-03, eta: 18:45:58, time: 0.985, data_time: 0.008, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7688, loss_cls: 2.0300, loss: 2.0300, grad_norm: 7.1354 2020-10-11 04:33:48,022 - mmaction - INFO - Epoch [13][1020/1793] lr: 7.500e-03, eta: 18:45:37, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7437, loss_cls: 2.1726, loss: 2.1726, grad_norm: 6.9715 2020-10-11 04:34:08,514 - mmaction - INFO - Epoch [13][1040/1793] lr: 7.500e-03, eta: 18:45:18, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7500, loss_cls: 2.1380, loss: 2.1380, grad_norm: 7.0447 2020-10-11 04:34:28,582 - mmaction - INFO - Epoch [13][1060/1793] lr: 7.500e-03, eta: 18:44:57, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7500, loss_cls: 2.0792, loss: 2.0792, grad_norm: 6.7533 2020-10-11 04:34:48,988 - mmaction - INFO - Epoch [13][1080/1793] lr: 7.500e-03, eta: 18:44:38, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7406, loss_cls: 2.1450, loss: 2.1450, grad_norm: 6.9255 2020-10-11 04:35:09,850 - mmaction - INFO - Epoch [13][1100/1793] lr: 7.500e-03, eta: 18:44:20, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.4552, top5_acc: 0.7385, loss_cls: 2.1709, loss: 2.1709, grad_norm: 6.7979 2020-10-11 04:35:29,782 - mmaction - INFO - Epoch [13][1120/1793] lr: 7.500e-03, eta: 18:43:59, time: 0.996, data_time: 0.003, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7510, loss_cls: 2.1982, loss: 2.1982, grad_norm: 6.6453 2020-10-11 04:35:50,109 - mmaction - INFO - Epoch [13][1140/1793] lr: 7.500e-03, eta: 18:43:40, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.4406, top5_acc: 0.7281, loss_cls: 2.2316, loss: 2.2316, grad_norm: 6.8110 2020-10-11 04:36:11,308 - mmaction - INFO - Epoch [13][1160/1793] lr: 7.500e-03, eta: 18:43:23, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7406, loss_cls: 2.0721, loss: 2.0721, grad_norm: 6.5716 2020-10-11 04:36:31,564 - mmaction - INFO - Epoch [13][1180/1793] lr: 7.500e-03, eta: 18:43:03, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0328, loss: 2.0328, grad_norm: 6.7438 2020-10-11 04:36:51,462 - mmaction - INFO - Epoch [13][1200/1793] lr: 7.500e-03, eta: 18:42:42, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7458, loss_cls: 2.1200, loss: 2.1200, grad_norm: 6.9795 2020-10-11 04:37:11,821 - mmaction - INFO - Epoch [13][1220/1793] lr: 7.500e-03, eta: 18:42:23, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7490, loss_cls: 2.0568, loss: 2.0568, grad_norm: 6.7422 2020-10-11 04:37:31,662 - mmaction - INFO - Epoch [13][1240/1793] lr: 7.500e-03, eta: 18:42:02, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4594, top5_acc: 0.7771, loss_cls: 2.0646, loss: 2.0646, grad_norm: 6.8427 2020-10-11 04:37:51,866 - mmaction - INFO - Epoch [13][1260/1793] lr: 7.500e-03, eta: 18:41:42, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7438, loss_cls: 2.1521, loss: 2.1521, grad_norm: 6.9956 2020-10-11 04:38:12,676 - mmaction - INFO - Epoch [13][1280/1793] lr: 7.500e-03, eta: 18:41:24, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7479, loss_cls: 2.1193, loss: 2.1193, grad_norm: 7.2060 2020-10-11 04:38:32,826 - mmaction - INFO - Epoch [13][1300/1793] lr: 7.500e-03, eta: 18:41:04, time: 1.010, data_time: 0.007, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7646, loss_cls: 2.0784, loss: 2.0784, grad_norm: 6.7687 2020-10-11 04:38:52,213 - mmaction - INFO - Epoch [13][1320/1793] lr: 7.500e-03, eta: 18:40:42, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7802, loss_cls: 1.9884, loss: 1.9884, grad_norm: 6.8900 2020-10-11 04:39:11,991 - mmaction - INFO - Epoch [13][1340/1793] lr: 7.500e-03, eta: 18:40:20, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7781, loss_cls: 2.0061, loss: 2.0061, grad_norm: 6.7631 2020-10-11 04:39:31,882 - mmaction - INFO - Epoch [13][1360/1793] lr: 7.500e-03, eta: 18:40:00, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7677, loss_cls: 2.0819, loss: 2.0819, grad_norm: 7.1863 2020-10-11 04:39:52,455 - mmaction - INFO - Epoch [13][1380/1793] lr: 7.500e-03, eta: 18:39:41, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7646, loss_cls: 2.0550, loss: 2.0550, grad_norm: 6.9024 2020-10-11 04:40:12,856 - mmaction - INFO - Epoch [13][1400/1793] lr: 7.500e-03, eta: 18:39:21, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7594, loss_cls: 2.0297, loss: 2.0297, grad_norm: 6.6781 2020-10-11 04:40:33,229 - mmaction - INFO - Epoch [13][1420/1793] lr: 7.500e-03, eta: 18:39:02, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7646, loss_cls: 2.0504, loss: 2.0504, grad_norm: 7.0526 2020-10-11 04:40:53,316 - mmaction - INFO - Epoch [13][1440/1793] lr: 7.500e-03, eta: 18:38:42, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7771, loss_cls: 2.0201, loss: 2.0201, grad_norm: 6.8542 2020-10-11 04:41:13,430 - mmaction - INFO - Epoch [13][1460/1793] lr: 7.500e-03, eta: 18:38:21, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7573, loss_cls: 2.0867, loss: 2.0867, grad_norm: 6.8585 2020-10-11 04:41:33,308 - mmaction - INFO - Epoch [13][1480/1793] lr: 7.500e-03, eta: 18:38:01, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7417, loss_cls: 2.1876, loss: 2.1876, grad_norm: 6.9042 2020-10-11 04:41:53,411 - mmaction - INFO - Epoch [13][1500/1793] lr: 7.500e-03, eta: 18:37:41, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7469, loss_cls: 2.1371, loss: 2.1371, grad_norm: 6.7746 2020-10-11 04:42:13,799 - mmaction - INFO - Epoch [13][1520/1793] lr: 7.500e-03, eta: 18:37:21, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7521, loss_cls: 2.0807, loss: 2.0807, grad_norm: 6.9741 2020-10-11 04:42:33,383 - mmaction - INFO - Epoch [13][1540/1793] lr: 7.500e-03, eta: 18:36:59, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7542, loss_cls: 2.1735, loss: 2.1735, grad_norm: 6.7565 2020-10-11 04:42:53,975 - mmaction - INFO - Epoch [13][1560/1793] lr: 7.500e-03, eta: 18:36:41, time: 1.030, data_time: 0.003, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7469, loss_cls: 2.1482, loss: 2.1482, grad_norm: 6.9092 2020-10-11 04:43:15,345 - mmaction - INFO - Epoch [13][1580/1793] lr: 7.500e-03, eta: 18:36:24, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7438, loss_cls: 2.1563, loss: 2.1563, grad_norm: 6.8684 2020-10-11 04:43:35,050 - mmaction - INFO - Epoch [13][1600/1793] lr: 7.500e-03, eta: 18:36:03, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7708, loss_cls: 2.0591, loss: 2.0591, grad_norm: 7.0122 2020-10-11 04:43:55,721 - mmaction - INFO - Epoch [13][1620/1793] lr: 7.500e-03, eta: 18:35:44, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7479, loss_cls: 2.1352, loss: 2.1352, grad_norm: 7.0284 2020-10-11 04:44:15,309 - mmaction - INFO - Epoch [13][1640/1793] lr: 7.500e-03, eta: 18:35:22, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4563, top5_acc: 0.7323, loss_cls: 2.2134, loss: 2.2134, grad_norm: 6.5793 2020-10-11 04:44:35,846 - mmaction - INFO - Epoch [13][1660/1793] lr: 7.500e-03, eta: 18:35:04, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7625, loss_cls: 2.0169, loss: 2.0169, grad_norm: 6.7653 2020-10-11 04:44:55,547 - mmaction - INFO - Epoch [13][1680/1793] lr: 7.500e-03, eta: 18:34:42, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7531, loss_cls: 2.1079, loss: 2.1079, grad_norm: 6.9074 2020-10-11 04:45:15,291 - mmaction - INFO - Epoch [13][1700/1793] lr: 7.500e-03, eta: 18:34:21, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7458, loss_cls: 2.1879, loss: 2.1879, grad_norm: 7.1133 2020-10-11 04:45:35,082 - mmaction - INFO - Epoch [13][1720/1793] lr: 7.500e-03, eta: 18:34:00, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7552, loss_cls: 2.0466, loss: 2.0466, grad_norm: 6.7140 2020-10-11 04:45:55,790 - mmaction - INFO - Epoch [13][1740/1793] lr: 7.500e-03, eta: 18:33:41, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7365, loss_cls: 2.1670, loss: 2.1670, grad_norm: 6.8362 2020-10-11 04:46:16,143 - mmaction - INFO - Epoch [13][1760/1793] lr: 7.500e-03, eta: 18:33:22, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7698, loss_cls: 2.0630, loss: 2.0630, grad_norm: 6.7445 2020-10-11 04:46:36,041 - mmaction - INFO - Epoch [13][1780/1793] lr: 7.500e-03, eta: 18:33:01, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7667, loss_cls: 2.0666, loss: 2.0666, grad_norm: 7.0517 2020-10-11 04:46:48,414 - mmaction - INFO - Saving checkpoint at 13 epochs 2020-10-11 04:47:16,696 - mmaction - INFO - Epoch [14][20/1793] lr: 7.500e-03, eta: 18:32:09, time: 1.336, data_time: 0.400, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7615, loss_cls: 2.0556, loss: 2.0556, grad_norm: 6.9139 2020-10-11 04:47:35,661 - mmaction - INFO - Epoch [14][40/1793] lr: 7.500e-03, eta: 18:31:46, time: 0.950, data_time: 0.006, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7885, loss_cls: 1.9188, loss: 1.9188, grad_norm: 6.4438 2020-10-11 04:47:55,913 - mmaction - INFO - Epoch [14][60/1793] lr: 7.500e-03, eta: 18:31:26, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7542, loss_cls: 2.0170, loss: 2.0170, grad_norm: 7.0641 2020-10-11 04:48:16,397 - mmaction - INFO - Epoch [14][80/1793] lr: 7.500e-03, eta: 18:31:07, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7750, loss_cls: 2.0259, loss: 2.0259, grad_norm: 6.8845 2020-10-11 04:48:36,125 - mmaction - INFO - Epoch [14][100/1793] lr: 7.500e-03, eta: 18:30:46, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7552, loss_cls: 2.0569, loss: 2.0569, grad_norm: 6.8721 2020-10-11 04:48:56,643 - mmaction - INFO - Epoch [14][120/1793] lr: 7.500e-03, eta: 18:30:27, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 2.0225, loss: 2.0225, grad_norm: 7.1666 2020-10-11 04:49:16,835 - mmaction - INFO - Epoch [14][140/1793] lr: 7.500e-03, eta: 18:30:07, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7510, loss_cls: 2.0359, loss: 2.0359, grad_norm: 6.8483 2020-10-11 04:49:37,067 - mmaction - INFO - Epoch [14][160/1793] lr: 7.500e-03, eta: 18:29:47, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7729, loss_cls: 2.0073, loss: 2.0073, grad_norm: 6.6628 2020-10-11 04:49:56,219 - mmaction - INFO - Epoch [14][180/1793] lr: 7.500e-03, eta: 18:29:24, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7458, loss_cls: 2.1264, loss: 2.1264, grad_norm: 6.9223 2020-10-11 04:50:16,316 - mmaction - INFO - Epoch [14][200/1793] lr: 7.500e-03, eta: 18:29:04, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7688, loss_cls: 1.9983, loss: 1.9983, grad_norm: 6.9878 2020-10-11 04:50:36,356 - mmaction - INFO - Epoch [14][220/1793] lr: 7.500e-03, eta: 18:28:44, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7448, loss_cls: 2.1027, loss: 2.1027, grad_norm: 7.1879 2020-10-11 04:50:55,903 - mmaction - INFO - Epoch [14][240/1793] lr: 7.500e-03, eta: 18:28:22, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7635, loss_cls: 2.0268, loss: 2.0268, grad_norm: 7.0649 2020-10-11 04:51:15,807 - mmaction - INFO - Epoch [14][260/1793] lr: 7.500e-03, eta: 18:28:01, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7688, loss_cls: 1.9462, loss: 1.9462, grad_norm: 6.9827 2020-10-11 04:51:36,126 - mmaction - INFO - Epoch [14][280/1793] lr: 7.500e-03, eta: 18:27:42, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7625, loss_cls: 2.0731, loss: 2.0731, grad_norm: 7.0342 2020-10-11 04:51:55,632 - mmaction - INFO - Epoch [14][300/1793] lr: 7.500e-03, eta: 18:27:20, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7625, loss_cls: 2.0638, loss: 2.0638, grad_norm: 7.1011 2020-10-11 04:52:15,862 - mmaction - INFO - Epoch [14][320/1793] lr: 7.500e-03, eta: 18:27:00, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7646, loss_cls: 2.0652, loss: 2.0652, grad_norm: 7.3279 2020-10-11 04:52:35,830 - mmaction - INFO - Epoch [14][340/1793] lr: 7.500e-03, eta: 18:26:40, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7687, loss_cls: 1.9745, loss: 1.9745, grad_norm: 7.2048 2020-10-11 04:52:55,745 - mmaction - INFO - Epoch [14][360/1793] lr: 7.500e-03, eta: 18:26:19, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7656, loss_cls: 2.0179, loss: 2.0179, grad_norm: 7.0388 2020-10-11 04:53:15,792 - mmaction - INFO - Epoch [14][380/1793] lr: 7.500e-03, eta: 18:25:59, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7667, loss_cls: 2.0360, loss: 2.0360, grad_norm: 7.1319 2020-10-11 04:53:35,441 - mmaction - INFO - Epoch [14][400/1793] lr: 7.500e-03, eta: 18:25:37, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7646, loss_cls: 2.1192, loss: 2.1192, grad_norm: 6.8442 2020-10-11 04:53:55,069 - mmaction - INFO - Epoch [14][420/1793] lr: 7.500e-03, eta: 18:25:16, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7417, loss_cls: 2.1207, loss: 2.1207, grad_norm: 6.9526 2020-10-11 04:54:15,065 - mmaction - INFO - Epoch [14][440/1793] lr: 7.500e-03, eta: 18:24:55, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7792, loss_cls: 1.9160, loss: 1.9160, grad_norm: 6.8010 2020-10-11 04:54:34,999 - mmaction - INFO - Epoch [14][460/1793] lr: 7.500e-03, eta: 18:24:35, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7448, loss_cls: 2.1363, loss: 2.1363, grad_norm: 7.3842 2020-10-11 04:54:54,814 - mmaction - INFO - Epoch [14][480/1793] lr: 7.500e-03, eta: 18:24:14, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7646, loss_cls: 1.9858, loss: 1.9858, grad_norm: 7.0764 2020-10-11 04:55:15,170 - mmaction - INFO - Epoch [14][500/1793] lr: 7.500e-03, eta: 18:23:54, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7531, loss_cls: 2.1088, loss: 2.1088, grad_norm: 6.9494 2020-10-11 04:55:35,634 - mmaction - INFO - Epoch [14][520/1793] lr: 7.500e-03, eta: 18:23:35, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7542, loss_cls: 2.0947, loss: 2.0947, grad_norm: 6.7533 2020-10-11 04:55:55,282 - mmaction - INFO - Epoch [14][540/1793] lr: 7.500e-03, eta: 18:23:14, time: 0.982, data_time: 0.004, memory: 10390, top1_acc: 0.4469, top5_acc: 0.7365, loss_cls: 2.1594, loss: 2.1594, grad_norm: 7.1332 2020-10-11 04:56:15,970 - mmaction - INFO - Epoch [14][560/1793] lr: 7.500e-03, eta: 18:22:55, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7562, loss_cls: 2.1170, loss: 2.1170, grad_norm: 6.9947 2020-10-11 04:56:35,459 - mmaction - INFO - Epoch [14][580/1793] lr: 7.500e-03, eta: 18:22:33, time: 0.975, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7479, loss_cls: 2.0905, loss: 2.0905, grad_norm: 6.8581 2020-10-11 04:56:56,034 - mmaction - INFO - Epoch [14][600/1793] lr: 7.500e-03, eta: 18:22:14, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7552, loss_cls: 2.0881, loss: 2.0881, grad_norm: 6.8630 2020-10-11 04:57:15,861 - mmaction - INFO - Epoch [14][620/1793] lr: 7.500e-03, eta: 18:21:53, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7812, loss_cls: 2.0016, loss: 2.0016, grad_norm: 6.8844 2020-10-11 04:57:36,004 - mmaction - INFO - Epoch [14][640/1793] lr: 7.500e-03, eta: 18:21:33, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7625, loss_cls: 2.0384, loss: 2.0384, grad_norm: 7.1433 2020-10-11 04:57:55,227 - mmaction - INFO - Epoch [14][660/1793] lr: 7.500e-03, eta: 18:21:11, time: 0.961, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7552, loss_cls: 2.1252, loss: 2.1252, grad_norm: 6.7005 2020-10-11 04:58:15,484 - mmaction - INFO - Epoch [14][680/1793] lr: 7.500e-03, eta: 18:20:51, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7656, loss_cls: 2.0961, loss: 2.0961, grad_norm: 6.7011 2020-10-11 04:58:35,290 - mmaction - INFO - Epoch [14][700/1793] lr: 7.500e-03, eta: 18:20:30, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7917, loss_cls: 1.9309, loss: 1.9309, grad_norm: 6.6853 2020-10-11 04:58:55,282 - mmaction - INFO - Epoch [14][720/1793] lr: 7.500e-03, eta: 18:20:10, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7562, loss_cls: 2.0654, loss: 2.0654, grad_norm: 6.9190 2020-10-11 04:59:15,030 - mmaction - INFO - Epoch [14][740/1793] lr: 7.500e-03, eta: 18:19:48, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7510, loss_cls: 2.0613, loss: 2.0613, grad_norm: 7.0408 2020-10-11 04:59:34,589 - mmaction - INFO - Epoch [14][760/1793] lr: 7.500e-03, eta: 18:19:27, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7594, loss_cls: 2.0383, loss: 2.0383, grad_norm: 6.9175 2020-10-11 04:59:54,722 - mmaction - INFO - Epoch [14][780/1793] lr: 7.500e-03, eta: 18:19:07, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7500, loss_cls: 2.0932, loss: 2.0932, grad_norm: 7.1565 2020-10-11 05:00:16,682 - mmaction - INFO - Epoch [14][800/1793] lr: 7.500e-03, eta: 18:18:51, time: 1.093, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7448, loss_cls: 2.1297, loss: 2.1297, grad_norm: 6.9177 2020-10-11 05:00:35,704 - mmaction - INFO - Epoch [14][820/1793] lr: 7.500e-03, eta: 18:18:28, time: 0.956, data_time: 0.009, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7573, loss_cls: 2.0854, loss: 2.0854, grad_norm: 7.1833 2020-10-11 05:00:55,057 - mmaction - INFO - Epoch [14][840/1793] lr: 7.500e-03, eta: 18:18:06, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7406, loss_cls: 2.1451, loss: 2.1451, grad_norm: 6.8894 2020-10-11 05:01:16,448 - mmaction - INFO - Epoch [14][860/1793] lr: 7.500e-03, eta: 18:17:49, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7573, loss_cls: 2.0914, loss: 2.0914, grad_norm: 6.9366 2020-10-11 05:01:36,565 - mmaction - INFO - Epoch [14][880/1793] lr: 7.500e-03, eta: 18:17:29, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7500, loss_cls: 2.1412, loss: 2.1412, grad_norm: 6.9664 2020-10-11 05:01:55,771 - mmaction - INFO - Epoch [14][900/1793] lr: 7.500e-03, eta: 18:17:07, time: 0.960, data_time: 0.002, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7750, loss_cls: 2.0638, loss: 2.0638, grad_norm: 7.2840 2020-10-11 05:02:15,450 - mmaction - INFO - Epoch [14][920/1793] lr: 7.500e-03, eta: 18:16:45, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7615, loss_cls: 2.0950, loss: 2.0950, grad_norm: 7.0513 2020-10-11 05:02:35,361 - mmaction - INFO - Epoch [14][940/1793] lr: 7.500e-03, eta: 18:16:25, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7677, loss_cls: 2.1106, loss: 2.1106, grad_norm: 7.2766 2020-10-11 05:02:55,209 - mmaction - INFO - Epoch [14][960/1793] lr: 7.500e-03, eta: 18:16:04, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7510, loss_cls: 2.0873, loss: 2.0873, grad_norm: 7.0159 2020-10-11 05:03:14,605 - mmaction - INFO - Epoch [14][980/1793] lr: 7.500e-03, eta: 18:15:42, time: 0.970, data_time: 0.002, memory: 10390, top1_acc: 0.4479, top5_acc: 0.7354, loss_cls: 2.1465, loss: 2.1465, grad_norm: 6.8623 2020-10-11 05:03:34,436 - mmaction - INFO - Epoch [14][1000/1793] lr: 7.500e-03, eta: 18:15:21, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7688, loss_cls: 2.0725, loss: 2.0725, grad_norm: 6.9596 2020-10-11 05:03:54,631 - mmaction - INFO - Epoch [14][1020/1793] lr: 7.500e-03, eta: 18:15:01, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.1657, loss: 2.1657, grad_norm: 7.0952 2020-10-11 05:04:13,984 - mmaction - INFO - Epoch [14][1040/1793] lr: 7.500e-03, eta: 18:14:39, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7750, loss_cls: 1.9943, loss: 1.9943, grad_norm: 6.8728 2020-10-11 05:04:33,940 - mmaction - INFO - Epoch [14][1060/1793] lr: 7.500e-03, eta: 18:14:18, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7750, loss_cls: 2.0046, loss: 2.0046, grad_norm: 6.9789 2020-10-11 05:04:53,689 - mmaction - INFO - Epoch [14][1080/1793] lr: 7.500e-03, eta: 18:13:57, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7698, loss_cls: 2.0188, loss: 2.0188, grad_norm: 7.0715 2020-10-11 05:05:13,682 - mmaction - INFO - Epoch [14][1100/1793] lr: 7.500e-03, eta: 18:13:37, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7677, loss_cls: 2.0268, loss: 2.0268, grad_norm: 6.8688 2020-10-11 05:05:33,359 - mmaction - INFO - Epoch [14][1120/1793] lr: 7.500e-03, eta: 18:13:16, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7635, loss_cls: 1.9860, loss: 1.9860, grad_norm: 7.0537 2020-10-11 05:05:54,032 - mmaction - INFO - Epoch [14][1140/1793] lr: 7.500e-03, eta: 18:12:57, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7531, loss_cls: 2.1441, loss: 2.1441, grad_norm: 7.1719 2020-10-11 05:06:13,061 - mmaction - INFO - Epoch [14][1160/1793] lr: 7.500e-03, eta: 18:12:34, time: 0.950, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7458, loss_cls: 2.1005, loss: 2.1005, grad_norm: 7.0610 2020-10-11 05:06:32,802 - mmaction - INFO - Epoch [14][1180/1793] lr: 7.500e-03, eta: 18:12:13, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.4656, top5_acc: 0.7354, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.9658 2020-10-11 05:06:52,400 - mmaction - INFO - Epoch [14][1200/1793] lr: 7.500e-03, eta: 18:11:51, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7594, loss_cls: 2.0611, loss: 2.0611, grad_norm: 6.7632 2020-10-11 05:07:12,103 - mmaction - INFO - Epoch [14][1220/1793] lr: 7.500e-03, eta: 18:11:30, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7656, loss_cls: 1.9725, loss: 1.9725, grad_norm: 7.0775 2020-10-11 05:07:31,530 - mmaction - INFO - Epoch [14][1240/1793] lr: 7.500e-03, eta: 18:11:08, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7708, loss_cls: 2.0987, loss: 2.0987, grad_norm: 6.8804 2020-10-11 05:07:51,383 - mmaction - INFO - Epoch [14][1260/1793] lr: 7.500e-03, eta: 18:10:47, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7396, loss_cls: 2.1202, loss: 2.1202, grad_norm: 6.7819 2020-10-11 05:08:11,148 - mmaction - INFO - Epoch [14][1280/1793] lr: 7.500e-03, eta: 18:10:26, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7708, loss_cls: 2.0164, loss: 2.0164, grad_norm: 6.9095 2020-10-11 05:08:31,281 - mmaction - INFO - Epoch [14][1300/1793] lr: 7.500e-03, eta: 18:10:06, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7854, loss_cls: 1.9233, loss: 1.9233, grad_norm: 6.6343 2020-10-11 05:08:50,875 - mmaction - INFO - Epoch [14][1320/1793] lr: 7.500e-03, eta: 18:09:45, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7479, loss_cls: 2.0299, loss: 2.0299, grad_norm: 6.8853 2020-10-11 05:09:10,562 - mmaction - INFO - Epoch [14][1340/1793] lr: 7.500e-03, eta: 18:09:24, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7427, loss_cls: 2.1444, loss: 2.1444, grad_norm: 7.0572 2020-10-11 05:09:30,040 - mmaction - INFO - Epoch [14][1360/1793] lr: 7.500e-03, eta: 18:09:02, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7417, loss_cls: 2.0701, loss: 2.0701, grad_norm: 6.7030 2020-10-11 05:09:49,893 - mmaction - INFO - Epoch [14][1380/1793] lr: 7.500e-03, eta: 18:08:41, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7427, loss_cls: 2.1283, loss: 2.1283, grad_norm: 6.7215 2020-10-11 05:10:09,843 - mmaction - INFO - Epoch [14][1400/1793] lr: 7.500e-03, eta: 18:08:21, time: 1.001, data_time: 0.008, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7479, loss_cls: 2.1022, loss: 2.1022, grad_norm: 6.9147 2020-10-11 05:10:29,682 - mmaction - INFO - Epoch [14][1420/1793] lr: 7.500e-03, eta: 18:08:00, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7344, loss_cls: 2.2009, loss: 2.2009, grad_norm: 7.0281 2020-10-11 05:10:49,220 - mmaction - INFO - Epoch [14][1440/1793] lr: 7.500e-03, eta: 18:07:38, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7594, loss_cls: 2.0626, loss: 2.0626, grad_norm: 6.8132 2020-10-11 05:11:08,934 - mmaction - INFO - Epoch [14][1460/1793] lr: 7.500e-03, eta: 18:07:17, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.4562, top5_acc: 0.7635, loss_cls: 2.1197, loss: 2.1197, grad_norm: 7.1763 2020-10-11 05:11:28,603 - mmaction - INFO - Epoch [14][1480/1793] lr: 7.500e-03, eta: 18:06:56, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7604, loss_cls: 2.0343, loss: 2.0343, grad_norm: 7.2051 2020-10-11 05:11:48,444 - mmaction - INFO - Epoch [14][1500/1793] lr: 7.500e-03, eta: 18:06:35, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7625, loss_cls: 2.0691, loss: 2.0691, grad_norm: 7.0075 2020-10-11 05:12:08,529 - mmaction - INFO - Epoch [14][1520/1793] lr: 7.500e-03, eta: 18:06:15, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.4250, top5_acc: 0.7281, loss_cls: 2.2411, loss: 2.2411, grad_norm: 7.1478 2020-10-11 05:12:27,994 - mmaction - INFO - Epoch [14][1540/1793] lr: 7.500e-03, eta: 18:05:53, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 2.0515, loss: 2.0515, grad_norm: 6.8225 2020-10-11 05:12:47,710 - mmaction - INFO - Epoch [14][1560/1793] lr: 7.500e-03, eta: 18:05:32, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7302, loss_cls: 2.1668, loss: 2.1668, grad_norm: 6.8937 2020-10-11 05:13:07,308 - mmaction - INFO - Epoch [14][1580/1793] lr: 7.500e-03, eta: 18:05:10, time: 0.979, data_time: 0.007, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7760, loss_cls: 1.9410, loss: 1.9410, grad_norm: 7.0260 2020-10-11 05:13:27,011 - mmaction - INFO - Epoch [14][1600/1793] lr: 7.500e-03, eta: 18:04:49, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7562, loss_cls: 2.0392, loss: 2.0392, grad_norm: 7.0289 2020-10-11 05:13:46,644 - mmaction - INFO - Epoch [14][1620/1793] lr: 7.500e-03, eta: 18:04:28, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7396, loss_cls: 2.1349, loss: 2.1349, grad_norm: 6.9048 2020-10-11 05:14:06,114 - mmaction - INFO - Epoch [14][1640/1793] lr: 7.500e-03, eta: 18:04:06, time: 0.977, data_time: 0.007, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7687, loss_cls: 1.9746, loss: 1.9746, grad_norm: 6.6375 2020-10-11 05:14:25,814 - mmaction - INFO - Epoch [14][1660/1793] lr: 7.500e-03, eta: 18:03:45, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 1.9720, loss: 1.9720, grad_norm: 6.7057 2020-10-11 05:14:45,380 - mmaction - INFO - Epoch [14][1680/1793] lr: 7.500e-03, eta: 18:03:23, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.4635, top5_acc: 0.7542, loss_cls: 2.1634, loss: 2.1634, grad_norm: 6.8587 2020-10-11 05:15:04,888 - mmaction - INFO - Epoch [14][1700/1793] lr: 7.500e-03, eta: 18:03:02, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7615, loss_cls: 2.0198, loss: 2.0198, grad_norm: 7.0592 2020-10-11 05:15:24,581 - mmaction - INFO - Epoch [14][1720/1793] lr: 7.500e-03, eta: 18:02:41, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7427, loss_cls: 2.1240, loss: 2.1240, grad_norm: 7.0746 2020-10-11 05:15:44,256 - mmaction - INFO - Epoch [14][1740/1793] lr: 7.500e-03, eta: 18:02:19, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7729, loss_cls: 2.0619, loss: 2.0619, grad_norm: 7.1319 2020-10-11 05:16:04,150 - mmaction - INFO - Epoch [14][1760/1793] lr: 7.500e-03, eta: 18:01:59, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7510, loss_cls: 2.1081, loss: 2.1081, grad_norm: 6.6541 2020-10-11 05:16:23,708 - mmaction - INFO - Epoch [14][1780/1793] lr: 7.500e-03, eta: 18:01:37, time: 0.975, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7500, loss_cls: 2.0628, loss: 2.0628, grad_norm: 6.8764 2020-10-11 05:16:36,130 - mmaction - INFO - Saving checkpoint at 14 epochs 2020-10-11 05:17:09,007 - mmaction - INFO - Epoch [15][20/1793] lr: 7.500e-03, eta: 18:00:52, time: 1.435, data_time: 0.541, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7833, loss_cls: 1.9317, loss: 1.9317, grad_norm: 6.9490 2020-10-11 05:17:27,433 - mmaction - INFO - Epoch [15][40/1793] lr: 7.500e-03, eta: 18:00:28, time: 0.921, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7719, loss_cls: 1.9922, loss: 1.9922, grad_norm: 7.1553 2020-10-11 05:17:46,585 - mmaction - INFO - Epoch [15][60/1793] lr: 7.500e-03, eta: 18:00:06, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7573, loss_cls: 2.0803, loss: 2.0803, grad_norm: 7.2109 2020-10-11 05:18:06,066 - mmaction - INFO - Epoch [15][80/1793] lr: 7.500e-03, eta: 17:59:44, time: 0.974, data_time: 0.007, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7906, loss_cls: 1.9557, loss: 1.9557, grad_norm: 6.7350 2020-10-11 05:18:26,312 - mmaction - INFO - Epoch [15][100/1793] lr: 7.500e-03, eta: 17:59:24, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7740, loss_cls: 1.9674, loss: 1.9674, grad_norm: 7.1542 2020-10-11 05:18:46,425 - mmaction - INFO - Epoch [15][120/1793] lr: 7.500e-03, eta: 17:59:04, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7875, loss_cls: 1.9344, loss: 1.9344, grad_norm: 7.1402 2020-10-11 05:19:05,764 - mmaction - INFO - Epoch [15][140/1793] lr: 7.500e-03, eta: 17:58:42, time: 0.965, data_time: 0.006, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7667, loss_cls: 1.9465, loss: 1.9465, grad_norm: 7.3177 2020-10-11 05:19:25,473 - mmaction - INFO - Epoch [15][160/1793] lr: 7.500e-03, eta: 17:58:21, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7479, loss_cls: 2.0724, loss: 2.0724, grad_norm: 6.8935 2020-10-11 05:19:45,414 - mmaction - INFO - Epoch [15][180/1793] lr: 7.500e-03, eta: 17:58:00, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7448, loss_cls: 2.1430, loss: 2.1430, grad_norm: 7.0137 2020-10-11 05:20:04,816 - mmaction - INFO - Epoch [15][200/1793] lr: 7.500e-03, eta: 17:57:39, time: 0.970, data_time: 0.003, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7760, loss_cls: 1.9595, loss: 1.9595, grad_norm: 6.6520 2020-10-11 05:20:25,121 - mmaction - INFO - Epoch [15][220/1793] lr: 7.500e-03, eta: 17:57:19, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7687, loss_cls: 1.9583, loss: 1.9583, grad_norm: 7.2926 2020-10-11 05:20:44,408 - mmaction - INFO - Epoch [15][240/1793] lr: 7.500e-03, eta: 17:56:57, time: 0.964, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7552, loss_cls: 2.0263, loss: 2.0263, grad_norm: 6.9879 2020-10-11 05:21:04,535 - mmaction - INFO - Epoch [15][260/1793] lr: 7.500e-03, eta: 17:56:37, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7552, loss_cls: 2.1379, loss: 2.1379, grad_norm: 7.1242 2020-10-11 05:21:24,497 - mmaction - INFO - Epoch [15][280/1793] lr: 7.500e-03, eta: 17:56:16, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7625, loss_cls: 1.9882, loss: 1.9882, grad_norm: 6.9090 2020-10-11 05:21:43,585 - mmaction - INFO - Epoch [15][300/1793] lr: 7.500e-03, eta: 17:55:54, time: 0.956, data_time: 0.005, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7917, loss_cls: 1.9067, loss: 1.9067, grad_norm: 6.8197 2020-10-11 05:22:03,372 - mmaction - INFO - Epoch [15][320/1793] lr: 7.500e-03, eta: 17:55:33, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7781, loss_cls: 1.9952, loss: 1.9952, grad_norm: 6.9685 2020-10-11 05:22:23,274 - mmaction - INFO - Epoch [15][340/1793] lr: 7.500e-03, eta: 17:55:12, time: 0.995, data_time: 0.003, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7656, loss_cls: 1.9568, loss: 1.9568, grad_norm: 6.7682 2020-10-11 05:22:43,562 - mmaction - INFO - Epoch [15][360/1793] lr: 7.500e-03, eta: 17:54:53, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7698, loss_cls: 2.0474, loss: 2.0474, grad_norm: 6.9617 2020-10-11 05:23:03,158 - mmaction - INFO - Epoch [15][380/1793] lr: 7.500e-03, eta: 17:54:31, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7719, loss_cls: 2.0205, loss: 2.0205, grad_norm: 6.9206 2020-10-11 05:23:22,641 - mmaction - INFO - Epoch [15][400/1793] lr: 7.500e-03, eta: 17:54:10, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7708, loss_cls: 1.9714, loss: 1.9714, grad_norm: 7.0226 2020-10-11 05:23:42,036 - mmaction - INFO - Epoch [15][420/1793] lr: 7.500e-03, eta: 17:53:48, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7812, loss_cls: 1.8952, loss: 1.8952, grad_norm: 7.1240 2020-10-11 05:24:01,507 - mmaction - INFO - Epoch [15][440/1793] lr: 7.500e-03, eta: 17:53:26, time: 0.974, data_time: 0.002, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7771, loss_cls: 1.9930, loss: 1.9930, grad_norm: 6.9759 2020-10-11 05:24:21,112 - mmaction - INFO - Epoch [15][460/1793] lr: 7.500e-03, eta: 17:53:05, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7854, loss_cls: 1.9572, loss: 1.9572, grad_norm: 7.1122 2020-10-11 05:24:41,339 - mmaction - INFO - Epoch [15][480/1793] lr: 7.500e-03, eta: 17:52:45, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7729, loss_cls: 2.0285, loss: 2.0285, grad_norm: 6.9913 2020-10-11 05:25:01,891 - mmaction - INFO - Epoch [15][500/1793] lr: 7.500e-03, eta: 17:52:26, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7854, loss_cls: 1.9971, loss: 1.9971, grad_norm: 7.0681 2020-10-11 05:25:21,986 - mmaction - INFO - Epoch [15][520/1793] lr: 7.500e-03, eta: 17:52:06, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7635, loss_cls: 2.0894, loss: 2.0894, grad_norm: 6.9232 2020-10-11 05:25:42,090 - mmaction - INFO - Epoch [15][540/1793] lr: 7.500e-03, eta: 17:51:46, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7500, loss_cls: 2.1051, loss: 2.1051, grad_norm: 6.7056 2020-10-11 05:26:02,184 - mmaction - INFO - Epoch [15][560/1793] lr: 7.500e-03, eta: 17:51:26, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7479, loss_cls: 2.1097, loss: 2.1097, grad_norm: 6.8611 2020-10-11 05:26:22,559 - mmaction - INFO - Epoch [15][580/1793] lr: 7.500e-03, eta: 17:51:06, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7958, loss_cls: 2.0019, loss: 2.0019, grad_norm: 6.9888 2020-10-11 05:26:43,101 - mmaction - INFO - Epoch [15][600/1793] lr: 7.500e-03, eta: 17:50:48, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7427, loss_cls: 2.1067, loss: 2.1067, grad_norm: 7.0351 2020-10-11 05:27:03,765 - mmaction - INFO - Epoch [15][620/1793] lr: 7.500e-03, eta: 17:50:29, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7844, loss_cls: 1.9404, loss: 1.9404, grad_norm: 6.9037 2020-10-11 05:27:24,242 - mmaction - INFO - Epoch [15][640/1793] lr: 7.500e-03, eta: 17:50:10, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7792, loss_cls: 2.0485, loss: 2.0485, grad_norm: 7.1051 2020-10-11 05:27:44,667 - mmaction - INFO - Epoch [15][660/1793] lr: 7.500e-03, eta: 17:49:50, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7750, loss_cls: 2.0031, loss: 2.0031, grad_norm: 6.8748 2020-10-11 05:28:05,412 - mmaction - INFO - Epoch [15][680/1793] lr: 7.500e-03, eta: 17:49:32, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.5375, top5_acc: 0.7854, loss_cls: 1.8757, loss: 1.8757, grad_norm: 6.9923 2020-10-11 05:28:26,182 - mmaction - INFO - Epoch [15][700/1793] lr: 7.500e-03, eta: 17:49:13, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7542, loss_cls: 2.0899, loss: 2.0899, grad_norm: 7.0429 2020-10-11 05:28:46,790 - mmaction - INFO - Epoch [15][720/1793] lr: 7.500e-03, eta: 17:48:55, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7583, loss_cls: 2.0947, loss: 2.0947, grad_norm: 7.1053 2020-10-11 05:29:08,172 - mmaction - INFO - Epoch [15][740/1793] lr: 7.500e-03, eta: 17:48:38, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.4625, top5_acc: 0.7562, loss_cls: 2.1235, loss: 2.1235, grad_norm: 7.1708 2020-10-11 05:29:28,999 - mmaction - INFO - Epoch [15][760/1793] lr: 7.500e-03, eta: 17:48:20, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7531, loss_cls: 2.1108, loss: 2.1108, grad_norm: 6.8748 2020-10-11 05:29:50,023 - mmaction - INFO - Epoch [15][780/1793] lr: 7.500e-03, eta: 17:48:02, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7833, loss_cls: 1.9847, loss: 1.9847, grad_norm: 6.9727 2020-10-11 05:30:11,350 - mmaction - INFO - Epoch [15][800/1793] lr: 7.500e-03, eta: 17:47:45, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7740, loss_cls: 2.0744, loss: 2.0744, grad_norm: 7.3668 2020-10-11 05:30:32,857 - mmaction - INFO - Epoch [15][820/1793] lr: 7.500e-03, eta: 17:47:28, time: 1.074, data_time: 0.003, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7760, loss_cls: 1.9893, loss: 1.9893, grad_norm: 7.3697 2020-10-11 05:30:54,024 - mmaction - INFO - Epoch [15][840/1793] lr: 7.500e-03, eta: 17:47:11, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7677, loss_cls: 2.0366, loss: 2.0366, grad_norm: 6.9599 2020-10-11 05:31:15,141 - mmaction - INFO - Epoch [15][860/1793] lr: 7.500e-03, eta: 17:46:53, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7458, loss_cls: 2.1277, loss: 2.1277, grad_norm: 6.8123 2020-10-11 05:31:37,135 - mmaction - INFO - Epoch [15][880/1793] lr: 7.500e-03, eta: 17:46:37, time: 1.101, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7604, loss_cls: 1.9958, loss: 1.9958, grad_norm: 7.1398 2020-10-11 05:31:58,306 - mmaction - INFO - Epoch [15][900/1793] lr: 7.500e-03, eta: 17:46:20, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7542, loss_cls: 2.0954, loss: 2.0954, grad_norm: 6.9839 2020-10-11 05:32:19,403 - mmaction - INFO - Epoch [15][920/1793] lr: 7.500e-03, eta: 17:46:02, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7438, loss_cls: 2.1791, loss: 2.1791, grad_norm: 7.3402 2020-10-11 05:32:41,271 - mmaction - INFO - Epoch [15][940/1793] lr: 7.500e-03, eta: 17:45:46, time: 1.093, data_time: 0.005, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7615, loss_cls: 2.0107, loss: 2.0107, grad_norm: 7.0175 2020-10-11 05:33:03,098 - mmaction - INFO - Epoch [15][960/1793] lr: 7.500e-03, eta: 17:45:31, time: 1.093, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7594, loss_cls: 2.0283, loss: 2.0283, grad_norm: 6.8476 2020-10-11 05:33:25,220 - mmaction - INFO - Epoch [15][980/1793] lr: 7.500e-03, eta: 17:45:15, time: 1.105, data_time: 0.005, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7656, loss_cls: 2.0648, loss: 2.0648, grad_norm: 7.0417 2020-10-11 05:33:46,819 - mmaction - INFO - Epoch [15][1000/1793] lr: 7.500e-03, eta: 17:44:59, time: 1.080, data_time: 0.005, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7500, loss_cls: 2.1225, loss: 2.1225, grad_norm: 7.2049 2020-10-11 05:34:08,739 - mmaction - INFO - Epoch [15][1020/1793] lr: 7.500e-03, eta: 17:44:43, time: 1.097, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7635, loss_cls: 2.0717, loss: 2.0717, grad_norm: 7.0674 2020-10-11 05:34:30,593 - mmaction - INFO - Epoch [15][1040/1793] lr: 7.500e-03, eta: 17:44:27, time: 1.092, data_time: 0.007, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 2.0072, loss: 2.0072, grad_norm: 6.8460 2020-10-11 05:34:52,461 - mmaction - INFO - Epoch [15][1060/1793] lr: 7.500e-03, eta: 17:44:11, time: 1.095, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7469, loss_cls: 2.1042, loss: 2.1042, grad_norm: 7.1509 2020-10-11 05:35:14,332 - mmaction - INFO - Epoch [15][1080/1793] lr: 7.500e-03, eta: 17:43:55, time: 1.092, data_time: 0.005, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7563, loss_cls: 2.0845, loss: 2.0845, grad_norm: 7.0734 2020-10-11 05:35:36,092 - mmaction - INFO - Epoch [15][1100/1793] lr: 7.500e-03, eta: 17:43:39, time: 1.089, data_time: 0.005, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7917, loss_cls: 1.9816, loss: 1.9816, grad_norm: 6.9116 2020-10-11 05:35:58,220 - mmaction - INFO - Epoch [15][1120/1793] lr: 7.500e-03, eta: 17:43:24, time: 1.106, data_time: 0.002, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7719, loss_cls: 1.9741, loss: 1.9741, grad_norm: 7.1091 2020-10-11 05:36:20,145 - mmaction - INFO - Epoch [15][1140/1793] lr: 7.500e-03, eta: 17:43:08, time: 1.093, data_time: 0.006, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7656, loss_cls: 2.0229, loss: 2.0229, grad_norm: 7.0289 2020-10-11 05:36:42,356 - mmaction - INFO - Epoch [15][1160/1793] lr: 7.500e-03, eta: 17:42:53, time: 1.112, data_time: 0.007, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7646, loss_cls: 2.0208, loss: 2.0208, grad_norm: 7.0923 2020-10-11 05:37:03,967 - mmaction - INFO - Epoch [15][1180/1793] lr: 7.500e-03, eta: 17:42:37, time: 1.083, data_time: 0.006, memory: 10390, top1_acc: 0.4458, top5_acc: 0.7396, loss_cls: 2.1894, loss: 2.1894, grad_norm: 6.8651 2020-10-11 05:37:26,512 - mmaction - INFO - Epoch [15][1200/1793] lr: 7.500e-03, eta: 17:42:22, time: 1.125, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7854, loss_cls: 1.9411, loss: 1.9411, grad_norm: 6.8394 2020-10-11 05:37:48,340 - mmaction - INFO - Epoch [15][1220/1793] lr: 7.500e-03, eta: 17:42:07, time: 1.094, data_time: 0.007, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7583, loss_cls: 2.0670, loss: 2.0670, grad_norm: 7.0942 2020-10-11 05:38:10,721 - mmaction - INFO - Epoch [15][1240/1793] lr: 7.500e-03, eta: 17:41:52, time: 1.117, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7521, loss_cls: 2.0962, loss: 2.0962, grad_norm: 7.2912 2020-10-11 05:38:32,878 - mmaction - INFO - Epoch [15][1260/1793] lr: 7.500e-03, eta: 17:41:37, time: 1.110, data_time: 0.007, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7573, loss_cls: 2.0298, loss: 2.0298, grad_norm: 7.0371 2020-10-11 05:38:55,129 - mmaction - INFO - Epoch [15][1280/1793] lr: 7.500e-03, eta: 17:41:21, time: 1.113, data_time: 0.004, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7719, loss_cls: 2.0595, loss: 2.0595, grad_norm: 7.2244 2020-10-11 05:39:17,891 - mmaction - INFO - Epoch [15][1300/1793] lr: 7.500e-03, eta: 17:41:08, time: 1.136, data_time: 0.005, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7729, loss_cls: 1.9966, loss: 1.9966, grad_norm: 6.9919 2020-10-11 05:39:39,933 - mmaction - INFO - Epoch [15][1320/1793] lr: 7.500e-03, eta: 17:40:52, time: 1.103, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7698, loss_cls: 2.0180, loss: 2.0180, grad_norm: 7.1875 2020-10-11 05:40:02,516 - mmaction - INFO - Epoch [15][1340/1793] lr: 7.500e-03, eta: 17:40:38, time: 1.130, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7469, loss_cls: 2.0789, loss: 2.0789, grad_norm: 6.8433 2020-10-11 05:40:24,524 - mmaction - INFO - Epoch [15][1360/1793] lr: 7.500e-03, eta: 17:40:22, time: 1.100, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7510, loss_cls: 2.0614, loss: 2.0614, grad_norm: 6.9766 2020-10-11 05:40:46,925 - mmaction - INFO - Epoch [15][1380/1793] lr: 7.500e-03, eta: 17:40:07, time: 1.116, data_time: 0.006, memory: 10390, top1_acc: 0.4687, top5_acc: 0.7521, loss_cls: 2.1643, loss: 2.1643, grad_norm: 7.1622 2020-10-11 05:41:08,575 - mmaction - INFO - Epoch [15][1400/1793] lr: 7.500e-03, eta: 17:39:51, time: 1.086, data_time: 0.007, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7542, loss_cls: 2.0996, loss: 2.0996, grad_norm: 6.7446 2020-10-11 05:41:31,003 - mmaction - INFO - Epoch [15][1420/1793] lr: 7.500e-03, eta: 17:39:36, time: 1.120, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7583, loss_cls: 2.0495, loss: 2.0495, grad_norm: 6.9745 2020-10-11 05:41:53,273 - mmaction - INFO - Epoch [15][1440/1793] lr: 7.500e-03, eta: 17:39:21, time: 1.115, data_time: 0.005, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7521, loss_cls: 2.1019, loss: 2.1019, grad_norm: 7.1902 2020-10-11 05:42:14,849 - mmaction - INFO - Epoch [15][1460/1793] lr: 7.500e-03, eta: 17:39:04, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7708, loss_cls: 2.0887, loss: 2.0887, grad_norm: 7.0799 2020-10-11 05:42:36,795 - mmaction - INFO - Epoch [15][1480/1793] lr: 7.500e-03, eta: 17:38:48, time: 1.100, data_time: 0.007, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7604, loss_cls: 2.0730, loss: 2.0730, grad_norm: 7.0624 2020-10-11 05:42:58,037 - mmaction - INFO - Epoch [15][1500/1793] lr: 7.500e-03, eta: 17:38:31, time: 1.063, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7656, loss_cls: 2.0748, loss: 2.0748, grad_norm: 7.0575 2020-10-11 05:43:19,750 - mmaction - INFO - Epoch [15][1520/1793] lr: 7.500e-03, eta: 17:38:14, time: 1.085, data_time: 0.002, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7677, loss_cls: 2.0574, loss: 2.0574, grad_norm: 6.9807 2020-10-11 05:43:40,994 - mmaction - INFO - Epoch [15][1540/1793] lr: 7.500e-03, eta: 17:37:57, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7813, loss_cls: 1.9612, loss: 1.9612, grad_norm: 6.8637 2020-10-11 05:44:03,528 - mmaction - INFO - Epoch [15][1560/1793] lr: 7.500e-03, eta: 17:37:42, time: 1.130, data_time: 0.006, memory: 10390, top1_acc: 0.4604, top5_acc: 0.7615, loss_cls: 2.1383, loss: 2.1383, grad_norm: 7.0069 2020-10-11 05:44:24,764 - mmaction - INFO - Epoch [15][1580/1793] lr: 7.500e-03, eta: 17:37:25, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7521, loss_cls: 2.0631, loss: 2.0631, grad_norm: 6.7056 2020-10-11 05:44:45,684 - mmaction - INFO - Epoch [15][1600/1793] lr: 7.500e-03, eta: 17:37:06, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7917, loss_cls: 1.9317, loss: 1.9317, grad_norm: 6.6859 2020-10-11 05:45:06,510 - mmaction - INFO - Epoch [15][1620/1793] lr: 7.500e-03, eta: 17:36:48, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7656, loss_cls: 2.0121, loss: 2.0121, grad_norm: 6.7261 2020-10-11 05:45:27,407 - mmaction - INFO - Epoch [15][1640/1793] lr: 7.500e-03, eta: 17:36:30, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7740, loss_cls: 2.0011, loss: 2.0011, grad_norm: 7.1620 2020-10-11 05:45:47,871 - mmaction - INFO - Epoch [15][1660/1793] lr: 7.500e-03, eta: 17:36:10, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7646, loss_cls: 2.0545, loss: 2.0545, grad_norm: 7.0274 2020-10-11 05:46:09,061 - mmaction - INFO - Epoch [15][1680/1793] lr: 7.500e-03, eta: 17:35:52, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7635, loss_cls: 2.0459, loss: 2.0459, grad_norm: 6.8741 2020-10-11 05:46:29,778 - mmaction - INFO - Epoch [15][1700/1793] lr: 7.500e-03, eta: 17:35:33, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7771, loss_cls: 2.0140, loss: 2.0140, grad_norm: 6.9767 2020-10-11 05:46:50,985 - mmaction - INFO - Epoch [15][1720/1793] lr: 7.500e-03, eta: 17:35:16, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7719, loss_cls: 1.9987, loss: 1.9987, grad_norm: 6.9496 2020-10-11 05:47:11,819 - mmaction - INFO - Epoch [15][1740/1793] lr: 7.500e-03, eta: 17:34:57, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7781, loss_cls: 1.9527, loss: 1.9527, grad_norm: 6.8293 2020-10-11 05:47:32,146 - mmaction - INFO - Epoch [15][1760/1793] lr: 7.500e-03, eta: 17:34:38, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0874, loss: 2.0874, grad_norm: 7.1158 2020-10-11 05:47:53,668 - mmaction - INFO - Epoch [15][1780/1793] lr: 7.500e-03, eta: 17:34:20, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.5187, top5_acc: 0.8000, loss_cls: 1.8960, loss: 1.8960, grad_norm: 6.9263 2020-10-11 05:48:06,189 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-11 05:48:34,444 - mmaction - INFO - Epoch [16][20/1793] lr: 7.500e-03, eta: 17:33:34, time: 1.372, data_time: 0.419, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7823, loss_cls: 1.9070, loss: 1.9070, grad_norm: 6.4680 2020-10-11 05:48:54,166 - mmaction - INFO - Epoch [16][40/1793] lr: 7.500e-03, eta: 17:33:13, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7729, loss_cls: 2.0320, loss: 2.0320, grad_norm: 7.1299 2020-10-11 05:49:15,041 - mmaction - INFO - Epoch [16][60/1793] lr: 7.500e-03, eta: 17:32:54, time: 1.042, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7802, loss_cls: 1.9742, loss: 1.9742, grad_norm: 6.9630 2020-10-11 05:49:36,030 - mmaction - INFO - Epoch [16][80/1793] lr: 7.500e-03, eta: 17:32:36, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7563, loss_cls: 2.0151, loss: 2.0151, grad_norm: 7.0794 2020-10-11 05:49:56,140 - mmaction - INFO - Epoch [16][100/1793] lr: 7.500e-03, eta: 17:32:16, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7635, loss_cls: 2.0318, loss: 2.0318, grad_norm: 7.1398 2020-10-11 05:50:16,342 - mmaction - INFO - Epoch [16][120/1793] lr: 7.500e-03, eta: 17:31:55, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7635, loss_cls: 2.0800, loss: 2.0800, grad_norm: 6.8334 2020-10-11 05:50:36,521 - mmaction - INFO - Epoch [16][140/1793] lr: 7.500e-03, eta: 17:31:35, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7781, loss_cls: 1.9250, loss: 1.9250, grad_norm: 6.9924 2020-10-11 05:50:57,691 - mmaction - INFO - Epoch [16][160/1793] lr: 7.500e-03, eta: 17:31:18, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7688, loss_cls: 1.9899, loss: 1.9899, grad_norm: 6.9353 2020-10-11 05:51:17,782 - mmaction - INFO - Epoch [16][180/1793] lr: 7.500e-03, eta: 17:30:57, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7802, loss_cls: 1.9341, loss: 1.9341, grad_norm: 6.8981 2020-10-11 05:51:38,341 - mmaction - INFO - Epoch [16][200/1793] lr: 7.500e-03, eta: 17:30:38, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.5094, top5_acc: 0.8021, loss_cls: 1.9499, loss: 1.9499, grad_norm: 7.0691 2020-10-11 05:51:58,720 - mmaction - INFO - Epoch [16][220/1793] lr: 7.500e-03, eta: 17:30:18, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7812, loss_cls: 2.0006, loss: 2.0006, grad_norm: 6.9932 2020-10-11 05:52:18,960 - mmaction - INFO - Epoch [16][240/1793] lr: 7.500e-03, eta: 17:29:59, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7740, loss_cls: 1.9904, loss: 1.9904, grad_norm: 7.0178 2020-10-11 05:52:39,162 - mmaction - INFO - Epoch [16][260/1793] lr: 7.500e-03, eta: 17:29:38, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7781, loss_cls: 1.9706, loss: 1.9706, grad_norm: 7.0895 2020-10-11 05:52:59,770 - mmaction - INFO - Epoch [16][280/1793] lr: 7.500e-03, eta: 17:29:19, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7781, loss_cls: 2.0001, loss: 2.0001, grad_norm: 7.1652 2020-10-11 05:53:20,821 - mmaction - INFO - Epoch [16][300/1793] lr: 7.500e-03, eta: 17:29:01, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7885, loss_cls: 1.9640, loss: 1.9640, grad_norm: 7.0422 2020-10-11 05:53:40,541 - mmaction - INFO - Epoch [16][320/1793] lr: 7.500e-03, eta: 17:28:40, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7896, loss_cls: 1.9765, loss: 1.9765, grad_norm: 6.9365 2020-10-11 05:54:01,245 - mmaction - INFO - Epoch [16][340/1793] lr: 7.500e-03, eta: 17:28:21, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7896, loss_cls: 1.8897, loss: 1.8897, grad_norm: 6.8415 2020-10-11 05:54:21,511 - mmaction - INFO - Epoch [16][360/1793] lr: 7.500e-03, eta: 17:28:01, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7667, loss_cls: 1.9750, loss: 1.9750, grad_norm: 7.3701 2020-10-11 05:54:41,397 - mmaction - INFO - Epoch [16][380/1793] lr: 7.500e-03, eta: 17:27:41, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7802, loss_cls: 1.9269, loss: 1.9269, grad_norm: 6.8960 2020-10-11 05:55:01,439 - mmaction - INFO - Epoch [16][400/1793] lr: 7.500e-03, eta: 17:27:20, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7667, loss_cls: 2.0035, loss: 2.0035, grad_norm: 7.1933 2020-10-11 05:55:21,893 - mmaction - INFO - Epoch [16][420/1793] lr: 7.500e-03, eta: 17:27:01, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7865, loss_cls: 1.9701, loss: 1.9701, grad_norm: 7.3151 2020-10-11 05:55:42,279 - mmaction - INFO - Epoch [16][440/1793] lr: 7.500e-03, eta: 17:26:41, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7625, loss_cls: 2.0231, loss: 2.0231, grad_norm: 6.9206 2020-10-11 05:56:02,811 - mmaction - INFO - Epoch [16][460/1793] lr: 7.500e-03, eta: 17:26:22, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7573, loss_cls: 2.1009, loss: 2.1009, grad_norm: 7.3177 2020-10-11 05:56:22,865 - mmaction - INFO - Epoch [16][480/1793] lr: 7.500e-03, eta: 17:26:01, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7594, loss_cls: 2.0192, loss: 2.0192, grad_norm: 7.1164 2020-10-11 05:56:44,033 - mmaction - INFO - Epoch [16][500/1793] lr: 7.500e-03, eta: 17:25:43, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7656, loss_cls: 2.0519, loss: 2.0519, grad_norm: 6.9979 2020-10-11 05:57:03,401 - mmaction - INFO - Epoch [16][520/1793] lr: 7.500e-03, eta: 17:25:22, time: 0.969, data_time: 0.002, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7958, loss_cls: 1.9198, loss: 1.9198, grad_norm: 6.7068 2020-10-11 05:57:24,379 - mmaction - INFO - Epoch [16][540/1793] lr: 7.500e-03, eta: 17:25:03, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7646, loss_cls: 2.0252, loss: 2.0252, grad_norm: 6.9385 2020-10-11 05:57:43,756 - mmaction - INFO - Epoch [16][560/1793] lr: 7.500e-03, eta: 17:24:41, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7896, loss_cls: 2.0137, loss: 2.0137, grad_norm: 6.9785 2020-10-11 05:58:05,123 - mmaction - INFO - Epoch [16][580/1793] lr: 7.500e-03, eta: 17:24:24, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7781, loss_cls: 1.9456, loss: 1.9456, grad_norm: 7.0709 2020-10-11 05:58:24,723 - mmaction - INFO - Epoch [16][600/1793] lr: 7.500e-03, eta: 17:24:02, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7854, loss_cls: 1.8612, loss: 1.8612, grad_norm: 7.1840 2020-10-11 05:58:44,736 - mmaction - INFO - Epoch [16][620/1793] lr: 7.500e-03, eta: 17:23:42, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7740, loss_cls: 1.9756, loss: 1.9756, grad_norm: 6.9260 2020-10-11 05:59:06,031 - mmaction - INFO - Epoch [16][640/1793] lr: 7.500e-03, eta: 17:23:24, time: 1.066, data_time: 0.003, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7792, loss_cls: 1.9756, loss: 1.9756, grad_norm: 7.0246 2020-10-11 05:59:26,429 - mmaction - INFO - Epoch [16][660/1793] lr: 7.500e-03, eta: 17:23:05, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7552, loss_cls: 1.9799, loss: 1.9799, grad_norm: 6.9822 2020-10-11 05:59:46,074 - mmaction - INFO - Epoch [16][680/1793] lr: 7.500e-03, eta: 17:22:43, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.4708, top5_acc: 0.7656, loss_cls: 1.9964, loss: 1.9964, grad_norm: 6.8408 2020-10-11 06:00:06,666 - mmaction - INFO - Epoch [16][700/1793] lr: 7.500e-03, eta: 17:22:24, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.4677, top5_acc: 0.7510, loss_cls: 2.0809, loss: 2.0809, grad_norm: 7.1035 2020-10-11 06:00:26,405 - mmaction - INFO - Epoch [16][720/1793] lr: 7.500e-03, eta: 17:22:03, time: 0.990, data_time: 0.010, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7677, loss_cls: 2.0009, loss: 2.0009, grad_norm: 7.1545 2020-10-11 06:00:46,232 - mmaction - INFO - Epoch [16][740/1793] lr: 7.500e-03, eta: 17:21:42, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7740, loss_cls: 2.0144, loss: 2.0144, grad_norm: 6.9331 2020-10-11 06:01:06,477 - mmaction - INFO - Epoch [16][760/1793] lr: 7.500e-03, eta: 17:21:22, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7698, loss_cls: 1.9999, loss: 1.9999, grad_norm: 6.9297 2020-10-11 06:01:26,760 - mmaction - INFO - Epoch [16][780/1793] lr: 7.500e-03, eta: 17:21:02, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7698, loss_cls: 1.9674, loss: 1.9674, grad_norm: 7.1479 2020-10-11 06:01:46,922 - mmaction - INFO - Epoch [16][800/1793] lr: 7.500e-03, eta: 17:20:42, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.4813, top5_acc: 0.7646, loss_cls: 2.0686, loss: 2.0686, grad_norm: 6.9552 2020-10-11 06:02:06,884 - mmaction - INFO - Epoch [16][820/1793] lr: 7.500e-03, eta: 17:20:22, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7844, loss_cls: 2.0144, loss: 2.0144, grad_norm: 6.9868 2020-10-11 06:02:26,827 - mmaction - INFO - Epoch [16][840/1793] lr: 7.500e-03, eta: 17:20:01, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7531, loss_cls: 2.0697, loss: 2.0697, grad_norm: 6.9236 2020-10-11 06:02:47,785 - mmaction - INFO - Epoch [16][860/1793] lr: 7.500e-03, eta: 17:19:43, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7760, loss_cls: 1.9707, loss: 1.9707, grad_norm: 6.5534 2020-10-11 06:03:07,004 - mmaction - INFO - Epoch [16][880/1793] lr: 7.500e-03, eta: 17:19:20, time: 0.963, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7823, loss_cls: 1.9462, loss: 1.9462, grad_norm: 7.1539 2020-10-11 06:03:27,158 - mmaction - INFO - Epoch [16][900/1793] lr: 7.500e-03, eta: 17:19:00, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7740, loss_cls: 2.0539, loss: 2.0539, grad_norm: 6.9892 2020-10-11 06:03:47,078 - mmaction - INFO - Epoch [16][920/1793] lr: 7.500e-03, eta: 17:18:40, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7802, loss_cls: 1.9495, loss: 1.9495, grad_norm: 7.0138 2020-10-11 06:04:06,794 - mmaction - INFO - Epoch [16][940/1793] lr: 7.500e-03, eta: 17:18:18, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7448, loss_cls: 2.0856, loss: 2.0856, grad_norm: 6.9339 2020-10-11 06:04:26,847 - mmaction - INFO - Epoch [16][960/1793] lr: 7.500e-03, eta: 17:17:58, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7688, loss_cls: 2.0594, loss: 2.0594, grad_norm: 6.9182 2020-10-11 06:04:47,529 - mmaction - INFO - Epoch [16][980/1793] lr: 7.500e-03, eta: 17:17:39, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7698, loss_cls: 2.0496, loss: 2.0496, grad_norm: 7.2228 2020-10-11 06:05:07,412 - mmaction - INFO - Epoch [16][1000/1793] lr: 7.500e-03, eta: 17:17:18, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7823, loss_cls: 1.9650, loss: 1.9650, grad_norm: 6.8725 2020-10-11 06:05:27,313 - mmaction - INFO - Epoch [16][1020/1793] lr: 7.500e-03, eta: 17:16:58, time: 0.995, data_time: 0.002, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7771, loss_cls: 1.9507, loss: 1.9507, grad_norm: 6.8200 2020-10-11 06:05:47,303 - mmaction - INFO - Epoch [16][1040/1793] lr: 7.500e-03, eta: 17:16:37, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7740, loss_cls: 2.0167, loss: 2.0167, grad_norm: 7.4086 2020-10-11 06:06:06,961 - mmaction - INFO - Epoch [16][1060/1793] lr: 7.500e-03, eta: 17:16:16, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.4688, top5_acc: 0.7771, loss_cls: 2.0585, loss: 2.0585, grad_norm: 7.1602 2020-10-11 06:06:27,186 - mmaction - INFO - Epoch [16][1080/1793] lr: 7.500e-03, eta: 17:15:56, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7479, loss_cls: 2.1348, loss: 2.1348, grad_norm: 6.9439 2020-10-11 06:06:47,923 - mmaction - INFO - Epoch [16][1100/1793] lr: 7.500e-03, eta: 17:15:37, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7635, loss_cls: 1.9608, loss: 1.9608, grad_norm: 6.8350 2020-10-11 06:07:07,189 - mmaction - INFO - Epoch [16][1120/1793] lr: 7.500e-03, eta: 17:15:15, time: 0.967, data_time: 0.007, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7719, loss_cls: 2.1023, loss: 2.1023, grad_norm: 6.8573 2020-10-11 06:07:27,466 - mmaction - INFO - Epoch [16][1140/1793] lr: 7.500e-03, eta: 17:14:55, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.5313, top5_acc: 0.7865, loss_cls: 1.9258, loss: 1.9258, grad_norm: 6.7623 2020-10-11 06:07:48,727 - mmaction - INFO - Epoch [16][1160/1793] lr: 7.500e-03, eta: 17:14:37, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7823, loss_cls: 1.9153, loss: 1.9153, grad_norm: 6.7358 2020-10-11 06:08:08,015 - mmaction - INFO - Epoch [16][1180/1793] lr: 7.500e-03, eta: 17:14:15, time: 0.961, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7781, loss_cls: 1.8830, loss: 1.8830, grad_norm: 6.8140 2020-10-11 06:08:27,733 - mmaction - INFO - Epoch [16][1200/1793] lr: 7.500e-03, eta: 17:13:54, time: 0.990, data_time: 0.007, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7708, loss_cls: 2.0375, loss: 2.0375, grad_norm: 6.9628 2020-10-11 06:08:47,757 - mmaction - INFO - Epoch [16][1220/1793] lr: 7.500e-03, eta: 17:13:33, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7802, loss_cls: 1.9749, loss: 1.9749, grad_norm: 7.0342 2020-10-11 06:09:07,587 - mmaction - INFO - Epoch [16][1240/1793] lr: 7.500e-03, eta: 17:13:13, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7740, loss_cls: 2.0126, loss: 2.0126, grad_norm: 7.1384 2020-10-11 06:09:27,264 - mmaction - INFO - Epoch [16][1260/1793] lr: 7.500e-03, eta: 17:12:51, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7688, loss_cls: 1.9903, loss: 1.9903, grad_norm: 7.2148 2020-10-11 06:09:48,100 - mmaction - INFO - Epoch [16][1280/1793] lr: 7.500e-03, eta: 17:12:33, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7875, loss_cls: 1.9495, loss: 1.9495, grad_norm: 7.0784 2020-10-11 06:10:07,846 - mmaction - INFO - Epoch [16][1300/1793] lr: 7.500e-03, eta: 17:12:12, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7865, loss_cls: 1.9051, loss: 1.9051, grad_norm: 6.9616 2020-10-11 06:10:28,003 - mmaction - INFO - Epoch [16][1320/1793] lr: 7.500e-03, eta: 17:11:52, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.0462, loss: 2.0462, grad_norm: 7.1322 2020-10-11 06:10:48,142 - mmaction - INFO - Epoch [16][1340/1793] lr: 7.500e-03, eta: 17:11:31, time: 1.008, data_time: 0.008, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7917, loss_cls: 1.9179, loss: 1.9179, grad_norm: 6.9516 2020-10-11 06:11:08,136 - mmaction - INFO - Epoch [16][1360/1793] lr: 7.500e-03, eta: 17:11:11, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7635, loss_cls: 2.0662, loss: 2.0662, grad_norm: 6.9112 2020-10-11 06:11:27,984 - mmaction - INFO - Epoch [16][1380/1793] lr: 7.500e-03, eta: 17:10:50, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7740, loss_cls: 2.1029, loss: 2.1029, grad_norm: 7.0441 2020-10-11 06:11:47,883 - mmaction - INFO - Epoch [16][1400/1793] lr: 7.500e-03, eta: 17:10:29, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7771, loss_cls: 2.0045, loss: 2.0045, grad_norm: 7.0816 2020-10-11 06:12:08,615 - mmaction - INFO - Epoch [16][1420/1793] lr: 7.500e-03, eta: 17:10:10, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7771, loss_cls: 2.0223, loss: 2.0223, grad_norm: 6.9451 2020-10-11 06:12:28,212 - mmaction - INFO - Epoch [16][1440/1793] lr: 7.500e-03, eta: 17:09:49, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7625, loss_cls: 2.0491, loss: 2.0491, grad_norm: 7.0057 2020-10-11 06:12:48,498 - mmaction - INFO - Epoch [16][1460/1793] lr: 7.500e-03, eta: 17:09:29, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.4615, top5_acc: 0.7438, loss_cls: 2.1746, loss: 2.1746, grad_norm: 7.0413 2020-10-11 06:13:08,065 - mmaction - INFO - Epoch [16][1480/1793] lr: 7.500e-03, eta: 17:09:08, time: 0.980, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7729, loss_cls: 1.9689, loss: 1.9689, grad_norm: 7.0446 2020-10-11 06:13:28,346 - mmaction - INFO - Epoch [16][1500/1793] lr: 7.500e-03, eta: 17:08:48, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7521, loss_cls: 2.0473, loss: 2.0473, grad_norm: 7.0151 2020-10-11 06:13:48,665 - mmaction - INFO - Epoch [16][1520/1793] lr: 7.500e-03, eta: 17:08:28, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7760, loss_cls: 2.0176, loss: 2.0176, grad_norm: 7.0650 2020-10-11 06:14:08,632 - mmaction - INFO - Epoch [16][1540/1793] lr: 7.500e-03, eta: 17:08:07, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7750, loss_cls: 2.0298, loss: 2.0298, grad_norm: 7.0776 2020-10-11 06:14:28,482 - mmaction - INFO - Epoch [16][1560/1793] lr: 7.500e-03, eta: 17:07:47, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7854, loss_cls: 1.9612, loss: 1.9612, grad_norm: 6.9595 2020-10-11 06:14:48,067 - mmaction - INFO - Epoch [16][1580/1793] lr: 7.500e-03, eta: 17:07:25, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.4823, top5_acc: 0.7552, loss_cls: 2.0334, loss: 2.0334, grad_norm: 7.0324 2020-10-11 06:15:08,031 - mmaction - INFO - Epoch [16][1600/1793] lr: 7.500e-03, eta: 17:07:05, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7583, loss_cls: 2.0143, loss: 2.0143, grad_norm: 7.0784 2020-10-11 06:15:28,297 - mmaction - INFO - Epoch [16][1620/1793] lr: 7.500e-03, eta: 17:06:45, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.5187, top5_acc: 0.7615, loss_cls: 1.9897, loss: 1.9897, grad_norm: 6.7139 2020-10-11 06:15:48,450 - mmaction - INFO - Epoch [16][1640/1793] lr: 7.500e-03, eta: 17:06:25, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7719, loss_cls: 1.9432, loss: 1.9432, grad_norm: 7.0867 2020-10-11 06:16:09,527 - mmaction - INFO - Epoch [16][1660/1793] lr: 7.500e-03, eta: 17:06:07, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7917, loss_cls: 1.9514, loss: 1.9514, grad_norm: 6.7787 2020-10-11 06:16:29,374 - mmaction - INFO - Epoch [16][1680/1793] lr: 7.500e-03, eta: 17:05:46, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.4802, top5_acc: 0.7563, loss_cls: 2.0539, loss: 2.0539, grad_norm: 7.3906 2020-10-11 06:16:49,078 - mmaction - INFO - Epoch [16][1700/1793] lr: 7.500e-03, eta: 17:05:25, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7583, loss_cls: 2.0185, loss: 2.0185, grad_norm: 6.9123 2020-10-11 06:17:09,240 - mmaction - INFO - Epoch [16][1720/1793] lr: 7.500e-03, eta: 17:05:04, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7740, loss_cls: 2.0022, loss: 2.0022, grad_norm: 6.8850 2020-10-11 06:17:28,995 - mmaction - INFO - Epoch [16][1740/1793] lr: 7.500e-03, eta: 17:04:44, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7729, loss_cls: 2.0030, loss: 2.0030, grad_norm: 6.9898 2020-10-11 06:17:49,302 - mmaction - INFO - Epoch [16][1760/1793] lr: 7.500e-03, eta: 17:04:24, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7948, loss_cls: 1.9627, loss: 1.9627, grad_norm: 6.9409 2020-10-11 06:18:08,668 - mmaction - INFO - Epoch [16][1780/1793] lr: 7.500e-03, eta: 17:04:02, time: 0.972, data_time: 0.007, memory: 10390, top1_acc: 0.5062, top5_acc: 0.7708, loss_cls: 1.9923, loss: 1.9923, grad_norm: 7.0575 2020-10-11 06:18:21,912 - mmaction - INFO - Saving checkpoint at 16 epochs 2020-10-11 06:18:53,072 - mmaction - INFO - Epoch [17][20/1793] lr: 7.500e-03, eta: 17:03:20, time: 1.459, data_time: 0.530, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7823, loss_cls: 1.9282, loss: 1.9282, grad_norm: 6.9036 2020-10-11 06:19:11,326 - mmaction - INFO - Epoch [17][40/1793] lr: 7.500e-03, eta: 17:02:56, time: 0.913, data_time: 0.003, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7688, loss_cls: 1.9811, loss: 1.9811, grad_norm: 7.0792 2020-10-11 06:19:30,867 - mmaction - INFO - Epoch [17][60/1793] lr: 7.500e-03, eta: 17:02:34, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7813, loss_cls: 1.9860, loss: 1.9860, grad_norm: 7.2392 2020-10-11 06:19:50,233 - mmaction - INFO - Epoch [17][80/1793] lr: 7.500e-03, eta: 17:02:13, time: 0.971, data_time: 0.008, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7813, loss_cls: 1.9308, loss: 1.9308, grad_norm: 7.1186 2020-10-11 06:20:10,475 - mmaction - INFO - Epoch [17][100/1793] lr: 7.500e-03, eta: 17:01:53, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7719, loss_cls: 1.9497, loss: 1.9497, grad_norm: 6.7681 2020-10-11 06:20:30,200 - mmaction - INFO - Epoch [17][120/1793] lr: 7.500e-03, eta: 17:01:32, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.5271, top5_acc: 0.8125, loss_cls: 1.8849, loss: 1.8849, grad_norm: 7.0198 2020-10-11 06:20:49,950 - mmaction - INFO - Epoch [17][140/1793] lr: 7.500e-03, eta: 17:01:11, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.5458, top5_acc: 0.8198, loss_cls: 1.7982, loss: 1.7982, grad_norm: 7.0960 2020-10-11 06:21:09,145 - mmaction - INFO - Epoch [17][160/1793] lr: 7.500e-03, eta: 17:00:48, time: 0.958, data_time: 0.005, memory: 10390, top1_acc: 0.5302, top5_acc: 0.8000, loss_cls: 1.8949, loss: 1.8949, grad_norm: 7.0318 2020-10-11 06:21:29,191 - mmaction - INFO - Epoch [17][180/1793] lr: 7.500e-03, eta: 17:00:28, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7760, loss_cls: 1.9826, loss: 1.9826, grad_norm: 7.1270 2020-10-11 06:21:48,628 - mmaction - INFO - Epoch [17][200/1793] lr: 7.500e-03, eta: 17:00:06, time: 0.971, data_time: 0.006, memory: 10390, top1_acc: 0.4927, top5_acc: 0.7771, loss_cls: 1.9923, loss: 1.9923, grad_norm: 7.1018 2020-10-11 06:22:08,428 - mmaction - INFO - Epoch [17][220/1793] lr: 7.500e-03, eta: 16:59:46, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7865, loss_cls: 1.9016, loss: 1.9016, grad_norm: 6.8818 2020-10-11 06:22:27,927 - mmaction - INFO - Epoch [17][240/1793] lr: 7.500e-03, eta: 16:59:24, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7812, loss_cls: 1.9188, loss: 1.9188, grad_norm: 7.0565 2020-10-11 06:22:48,402 - mmaction - INFO - Epoch [17][260/1793] lr: 7.500e-03, eta: 16:59:04, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7917, loss_cls: 1.8552, loss: 1.8552, grad_norm: 6.8204 2020-10-11 06:23:07,810 - mmaction - INFO - Epoch [17][280/1793] lr: 7.500e-03, eta: 16:58:43, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7917, loss_cls: 1.9014, loss: 1.9014, grad_norm: 7.1502 2020-10-11 06:23:27,533 - mmaction - INFO - Epoch [17][300/1793] lr: 7.500e-03, eta: 16:58:22, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7979, loss_cls: 1.9353, loss: 1.9353, grad_norm: 6.8960 2020-10-11 06:23:47,083 - mmaction - INFO - Epoch [17][320/1793] lr: 7.500e-03, eta: 16:58:00, time: 0.980, data_time: 0.007, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7719, loss_cls: 1.9724, loss: 1.9724, grad_norm: 7.1851 2020-10-11 06:24:06,798 - mmaction - INFO - Epoch [17][340/1793] lr: 7.500e-03, eta: 16:57:39, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7646, loss_cls: 2.0769, loss: 2.0769, grad_norm: 7.0179 2020-10-11 06:24:26,465 - mmaction - INFO - Epoch [17][360/1793] lr: 7.500e-03, eta: 16:57:18, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7958, loss_cls: 1.8727, loss: 1.8727, grad_norm: 6.7522 2020-10-11 06:24:46,623 - mmaction - INFO - Epoch [17][380/1793] lr: 7.500e-03, eta: 16:56:58, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7979, loss_cls: 1.8449, loss: 1.8449, grad_norm: 6.8059 2020-10-11 06:25:06,086 - mmaction - INFO - Epoch [17][400/1793] lr: 7.500e-03, eta: 16:56:37, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7958, loss_cls: 1.8869, loss: 1.8869, grad_norm: 7.4368 2020-10-11 06:25:26,998 - mmaction - INFO - Epoch [17][420/1793] lr: 7.500e-03, eta: 16:56:18, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7604, loss_cls: 2.0058, loss: 2.0058, grad_norm: 7.3664 2020-10-11 06:25:46,482 - mmaction - INFO - Epoch [17][440/1793] lr: 7.500e-03, eta: 16:55:57, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7979, loss_cls: 1.9090, loss: 1.9090, grad_norm: 7.4622 2020-10-11 06:26:06,197 - mmaction - INFO - Epoch [17][460/1793] lr: 7.500e-03, eta: 16:55:36, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7635, loss_cls: 1.9865, loss: 1.9865, grad_norm: 7.2607 2020-10-11 06:26:26,392 - mmaction - INFO - Epoch [17][480/1793] lr: 7.500e-03, eta: 16:55:15, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7812, loss_cls: 1.9704, loss: 1.9704, grad_norm: 7.3716 2020-10-11 06:26:45,949 - mmaction - INFO - Epoch [17][500/1793] lr: 7.500e-03, eta: 16:54:54, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7781, loss_cls: 1.9806, loss: 1.9806, grad_norm: 7.1136 2020-10-11 06:27:05,285 - mmaction - INFO - Epoch [17][520/1793] lr: 7.500e-03, eta: 16:54:32, time: 0.963, data_time: 0.005, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7552, loss_cls: 2.0197, loss: 2.0197, grad_norm: 7.0292 2020-10-11 06:27:25,034 - mmaction - INFO - Epoch [17][540/1793] lr: 7.500e-03, eta: 16:54:11, time: 0.991, data_time: 0.007, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7802, loss_cls: 1.9226, loss: 1.9226, grad_norm: 6.8838 2020-10-11 06:27:45,435 - mmaction - INFO - Epoch [17][560/1793] lr: 7.500e-03, eta: 16:53:52, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7938, loss_cls: 1.9442, loss: 1.9442, grad_norm: 6.9971 2020-10-11 06:28:05,027 - mmaction - INFO - Epoch [17][580/1793] lr: 7.500e-03, eta: 16:53:30, time: 0.980, data_time: 0.003, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7854, loss_cls: 1.9621, loss: 1.9621, grad_norm: 7.0215 2020-10-11 06:28:25,057 - mmaction - INFO - Epoch [17][600/1793] lr: 7.500e-03, eta: 16:53:10, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7729, loss_cls: 1.9581, loss: 1.9581, grad_norm: 7.2585 2020-10-11 06:28:45,443 - mmaction - INFO - Epoch [17][620/1793] lr: 7.500e-03, eta: 16:52:50, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.5198, top5_acc: 0.8010, loss_cls: 1.8854, loss: 1.8854, grad_norm: 7.0083 2020-10-11 06:29:05,052 - mmaction - INFO - Epoch [17][640/1793] lr: 7.500e-03, eta: 16:52:29, time: 0.981, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7896, loss_cls: 1.9226, loss: 1.9226, grad_norm: 7.1311 2020-10-11 06:29:24,635 - mmaction - INFO - Epoch [17][660/1793] lr: 7.500e-03, eta: 16:52:08, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7708, loss_cls: 1.9506, loss: 1.9506, grad_norm: 7.1852 2020-10-11 06:29:44,554 - mmaction - INFO - Epoch [17][680/1793] lr: 7.500e-03, eta: 16:51:47, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7917, loss_cls: 2.0120, loss: 2.0120, grad_norm: 7.5303 2020-10-11 06:30:04,226 - mmaction - INFO - Epoch [17][700/1793] lr: 7.500e-03, eta: 16:51:26, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7542, loss_cls: 2.0175, loss: 2.0175, grad_norm: 6.9404 2020-10-11 06:30:23,881 - mmaction - INFO - Epoch [17][720/1793] lr: 7.500e-03, eta: 16:51:05, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.4698, top5_acc: 0.7615, loss_cls: 2.0449, loss: 2.0449, grad_norm: 6.9290 2020-10-11 06:30:43,897 - mmaction - INFO - Epoch [17][740/1793] lr: 7.500e-03, eta: 16:50:45, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7979, loss_cls: 1.9643, loss: 1.9643, grad_norm: 6.9854 2020-10-11 06:31:03,637 - mmaction - INFO - Epoch [17][760/1793] lr: 7.500e-03, eta: 16:50:24, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.8010, loss_cls: 1.9448, loss: 1.9448, grad_norm: 6.8882 2020-10-11 06:31:23,335 - mmaction - INFO - Epoch [17][780/1793] lr: 7.500e-03, eta: 16:50:03, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7687, loss_cls: 1.9650, loss: 1.9650, grad_norm: 6.8807 2020-10-11 06:31:43,093 - mmaction - INFO - Epoch [17][800/1793] lr: 7.500e-03, eta: 16:49:42, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7750, loss_cls: 1.9670, loss: 1.9670, grad_norm: 7.1253 2020-10-11 06:32:02,842 - mmaction - INFO - Epoch [17][820/1793] lr: 7.500e-03, eta: 16:49:21, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7948, loss_cls: 1.8818, loss: 1.8818, grad_norm: 6.7504 2020-10-11 06:32:22,712 - mmaction - INFO - Epoch [17][840/1793] lr: 7.500e-03, eta: 16:49:00, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7688, loss_cls: 1.9738, loss: 1.9738, grad_norm: 7.3294 2020-10-11 06:32:42,080 - mmaction - INFO - Epoch [17][860/1793] lr: 7.500e-03, eta: 16:48:38, time: 0.971, data_time: 0.007, memory: 10390, top1_acc: 0.5281, top5_acc: 0.8135, loss_cls: 1.8518, loss: 1.8518, grad_norm: 7.2705 2020-10-11 06:33:01,934 - mmaction - INFO - Epoch [17][880/1793] lr: 7.500e-03, eta: 16:48:18, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.5427, top5_acc: 0.7740, loss_cls: 1.9236, loss: 1.9236, grad_norm: 6.9996 2020-10-11 06:33:21,667 - mmaction - INFO - Epoch [17][900/1793] lr: 7.500e-03, eta: 16:47:57, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7865, loss_cls: 1.9255, loss: 1.9255, grad_norm: 7.3884 2020-10-11 06:33:41,069 - mmaction - INFO - Epoch [17][920/1793] lr: 7.500e-03, eta: 16:47:35, time: 0.969, data_time: 0.003, memory: 10390, top1_acc: 0.4760, top5_acc: 0.7656, loss_cls: 2.0525, loss: 2.0525, grad_norm: 7.4544 2020-10-11 06:34:00,689 - mmaction - INFO - Epoch [17][940/1793] lr: 7.500e-03, eta: 16:47:14, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7490, loss_cls: 2.0722, loss: 2.0722, grad_norm: 7.0657 2020-10-11 06:34:20,827 - mmaction - INFO - Epoch [17][960/1793] lr: 7.500e-03, eta: 16:46:54, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7677, loss_cls: 1.9999, loss: 1.9999, grad_norm: 7.0886 2020-10-11 06:34:40,750 - mmaction - INFO - Epoch [17][980/1793] lr: 7.500e-03, eta: 16:46:33, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7677, loss_cls: 2.0566, loss: 2.0566, grad_norm: 7.1109 2020-10-11 06:35:01,036 - mmaction - INFO - Epoch [17][1000/1793] lr: 7.500e-03, eta: 16:46:13, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7771, loss_cls: 1.9718, loss: 1.9718, grad_norm: 6.9945 2020-10-11 06:35:20,619 - mmaction - INFO - Epoch [17][1020/1793] lr: 7.500e-03, eta: 16:45:52, time: 0.976, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7823, loss_cls: 1.9641, loss: 1.9641, grad_norm: 7.0486 2020-10-11 06:35:40,191 - mmaction - INFO - Epoch [17][1040/1793] lr: 7.500e-03, eta: 16:45:31, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7969, loss_cls: 1.9111, loss: 1.9111, grad_norm: 7.1311 2020-10-11 06:36:00,429 - mmaction - INFO - Epoch [17][1060/1793] lr: 7.500e-03, eta: 16:45:11, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7490, loss_cls: 2.0877, loss: 2.0877, grad_norm: 7.3856 2020-10-11 06:36:19,917 - mmaction - INFO - Epoch [17][1080/1793] lr: 7.500e-03, eta: 16:44:49, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7656, loss_cls: 2.0015, loss: 2.0015, grad_norm: 7.2778 2020-10-11 06:36:39,281 - mmaction - INFO - Epoch [17][1100/1793] lr: 7.500e-03, eta: 16:44:28, time: 0.968, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7781, loss_cls: 1.9959, loss: 1.9959, grad_norm: 7.1241 2020-10-11 06:36:58,911 - mmaction - INFO - Epoch [17][1120/1793] lr: 7.500e-03, eta: 16:44:07, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.4646, top5_acc: 0.7771, loss_cls: 2.0800, loss: 2.0800, grad_norm: 7.2999 2020-10-11 06:37:18,343 - mmaction - INFO - Epoch [17][1140/1793] lr: 7.500e-03, eta: 16:43:45, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7990, loss_cls: 1.9491, loss: 1.9491, grad_norm: 7.1028 2020-10-11 06:37:37,963 - mmaction - INFO - Epoch [17][1160/1793] lr: 7.500e-03, eta: 16:43:24, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7958, loss_cls: 1.9225, loss: 1.9225, grad_norm: 7.1299 2020-10-11 06:37:57,551 - mmaction - INFO - Epoch [17][1180/1793] lr: 7.500e-03, eta: 16:43:03, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7656, loss_cls: 1.9490, loss: 1.9490, grad_norm: 7.0228 2020-10-11 06:38:17,505 - mmaction - INFO - Epoch [17][1200/1793] lr: 7.500e-03, eta: 16:42:42, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7854, loss_cls: 1.9036, loss: 1.9036, grad_norm: 6.8006 2020-10-11 06:38:37,192 - mmaction - INFO - Epoch [17][1220/1793] lr: 7.500e-03, eta: 16:42:21, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7792, loss_cls: 2.0206, loss: 2.0206, grad_norm: 7.1896 2020-10-11 06:38:56,783 - mmaction - INFO - Epoch [17][1240/1793] lr: 7.500e-03, eta: 16:42:00, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7740, loss_cls: 2.0029, loss: 2.0029, grad_norm: 6.8771 2020-10-11 06:39:16,356 - mmaction - INFO - Epoch [17][1260/1793] lr: 7.500e-03, eta: 16:41:39, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7615, loss_cls: 1.9653, loss: 1.9653, grad_norm: 6.8944 2020-10-11 06:39:36,344 - mmaction - INFO - Epoch [17][1280/1793] lr: 7.500e-03, eta: 16:41:18, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7677, loss_cls: 1.9913, loss: 1.9913, grad_norm: 7.2294 2020-10-11 06:39:55,445 - mmaction - INFO - Epoch [17][1300/1793] lr: 7.500e-03, eta: 16:40:56, time: 0.955, data_time: 0.002, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7698, loss_cls: 1.9896, loss: 1.9896, grad_norm: 7.2177 2020-10-11 06:40:15,085 - mmaction - INFO - Epoch [17][1320/1793] lr: 7.500e-03, eta: 16:40:35, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7531, loss_cls: 1.9815, loss: 1.9815, grad_norm: 7.1192 2020-10-11 06:40:34,702 - mmaction - INFO - Epoch [17][1340/1793] lr: 7.500e-03, eta: 16:40:14, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.4740, top5_acc: 0.7802, loss_cls: 1.9761, loss: 1.9761, grad_norm: 7.1394 2020-10-11 06:40:55,106 - mmaction - INFO - Epoch [17][1360/1793] lr: 7.500e-03, eta: 16:39:54, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7740, loss_cls: 2.0108, loss: 2.0108, grad_norm: 7.2692 2020-10-11 06:41:15,174 - mmaction - INFO - Epoch [17][1380/1793] lr: 7.500e-03, eta: 16:39:34, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.5375, top5_acc: 0.7885, loss_cls: 1.8690, loss: 1.8690, grad_norm: 7.1477 2020-10-11 06:41:34,917 - mmaction - INFO - Epoch [17][1400/1793] lr: 7.500e-03, eta: 16:39:13, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7677, loss_cls: 2.0074, loss: 2.0074, grad_norm: 7.1917 2020-10-11 06:41:54,526 - mmaction - INFO - Epoch [17][1420/1793] lr: 7.500e-03, eta: 16:38:52, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.4750, top5_acc: 0.7604, loss_cls: 2.1237, loss: 2.1237, grad_norm: 7.0706 2020-10-11 06:42:14,694 - mmaction - INFO - Epoch [17][1440/1793] lr: 7.500e-03, eta: 16:38:32, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7656, loss_cls: 2.0488, loss: 2.0488, grad_norm: 7.0998 2020-10-11 06:42:34,815 - mmaction - INFO - Epoch [17][1460/1793] lr: 7.500e-03, eta: 16:38:12, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7813, loss_cls: 1.9832, loss: 1.9832, grad_norm: 6.9293 2020-10-11 06:42:55,459 - mmaction - INFO - Epoch [17][1480/1793] lr: 7.500e-03, eta: 16:37:53, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7687, loss_cls: 1.9953, loss: 1.9953, grad_norm: 6.9577 2020-10-11 06:43:15,489 - mmaction - INFO - Epoch [17][1500/1793] lr: 7.500e-03, eta: 16:37:32, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7573, loss_cls: 2.1050, loss: 2.1050, grad_norm: 7.1782 2020-10-11 06:43:35,655 - mmaction - INFO - Epoch [17][1520/1793] lr: 7.500e-03, eta: 16:37:12, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7906, loss_cls: 1.9329, loss: 1.9329, grad_norm: 6.8741 2020-10-11 06:43:55,927 - mmaction - INFO - Epoch [17][1540/1793] lr: 7.500e-03, eta: 16:36:52, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7729, loss_cls: 1.9981, loss: 1.9981, grad_norm: 6.9783 2020-10-11 06:44:16,556 - mmaction - INFO - Epoch [17][1560/1793] lr: 7.500e-03, eta: 16:36:33, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7750, loss_cls: 1.9393, loss: 1.9393, grad_norm: 6.9872 2020-10-11 06:44:36,741 - mmaction - INFO - Epoch [17][1580/1793] lr: 7.500e-03, eta: 16:36:13, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.4885, top5_acc: 0.7729, loss_cls: 2.0665, loss: 2.0665, grad_norm: 7.1453 2020-10-11 06:44:57,894 - mmaction - INFO - Epoch [17][1600/1793] lr: 7.500e-03, eta: 16:35:55, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.8000, loss_cls: 1.9245, loss: 1.9245, grad_norm: 7.2933 2020-10-11 06:45:18,316 - mmaction - INFO - Epoch [17][1620/1793] lr: 7.500e-03, eta: 16:35:35, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7667, loss_cls: 2.0354, loss: 2.0354, grad_norm: 7.2940 2020-10-11 06:45:39,007 - mmaction - INFO - Epoch [17][1640/1793] lr: 7.500e-03, eta: 16:35:16, time: 1.041, data_time: 0.010, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7615, loss_cls: 2.0273, loss: 2.0273, grad_norm: 6.9075 2020-10-11 06:45:59,684 - mmaction - INFO - Epoch [17][1660/1793] lr: 7.500e-03, eta: 16:34:57, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7729, loss_cls: 1.9490, loss: 1.9490, grad_norm: 7.1413 2020-10-11 06:46:20,566 - mmaction - INFO - Epoch [17][1680/1793] lr: 7.500e-03, eta: 16:34:39, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7896, loss_cls: 1.9497, loss: 1.9497, grad_norm: 7.1445 2020-10-11 06:46:42,169 - mmaction - INFO - Epoch [17][1700/1793] lr: 7.500e-03, eta: 16:34:21, time: 1.080, data_time: 0.004, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7583, loss_cls: 2.0181, loss: 2.0181, grad_norm: 6.9034 2020-10-11 06:47:02,648 - mmaction - INFO - Epoch [17][1720/1793] lr: 7.500e-03, eta: 16:34:02, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7802, loss_cls: 2.0367, loss: 2.0367, grad_norm: 6.9736 2020-10-11 06:47:23,588 - mmaction - INFO - Epoch [17][1740/1793] lr: 7.500e-03, eta: 16:33:43, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.4667, top5_acc: 0.7521, loss_cls: 2.1567, loss: 2.1567, grad_norm: 7.1293 2020-10-11 06:47:44,742 - mmaction - INFO - Epoch [17][1760/1793] lr: 7.500e-03, eta: 16:33:25, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7771, loss_cls: 2.0430, loss: 2.0430, grad_norm: 7.2330 2020-10-11 06:48:05,785 - mmaction - INFO - Epoch [17][1780/1793] lr: 7.500e-03, eta: 16:33:07, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7677, loss_cls: 2.0129, loss: 2.0129, grad_norm: 6.9093 2020-10-11 06:48:19,241 - mmaction - INFO - Saving checkpoint at 17 epochs 2020-10-11 06:48:48,120 - mmaction - INFO - Epoch [18][20/1793] lr: 7.500e-03, eta: 16:32:22, time: 1.373, data_time: 0.433, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.9296, loss: 1.9296, grad_norm: 6.9197 2020-10-11 06:49:09,135 - mmaction - INFO - Epoch [18][40/1793] lr: 7.500e-03, eta: 16:32:04, time: 1.051, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7813, loss_cls: 1.9177, loss: 1.9177, grad_norm: 7.0431 2020-10-11 06:49:30,818 - mmaction - INFO - Epoch [18][60/1793] lr: 7.500e-03, eta: 16:31:47, time: 1.081, data_time: 0.007, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7906, loss_cls: 1.8472, loss: 1.8472, grad_norm: 6.9323 2020-10-11 06:49:51,749 - mmaction - INFO - Epoch [18][80/1793] lr: 7.500e-03, eta: 16:31:28, time: 1.050, data_time: 0.009, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7906, loss_cls: 1.9685, loss: 1.9685, grad_norm: 7.0359 2020-10-11 06:50:14,240 - mmaction - INFO - Epoch [18][100/1793] lr: 7.500e-03, eta: 16:31:13, time: 1.122, data_time: 0.007, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7896, loss_cls: 1.8989, loss: 1.8989, grad_norm: 6.9258 2020-10-11 06:50:36,443 - mmaction - INFO - Epoch [18][120/1793] lr: 7.500e-03, eta: 16:30:57, time: 1.113, data_time: 0.007, memory: 10390, top1_acc: 0.5323, top5_acc: 0.8000, loss_cls: 1.8602, loss: 1.8602, grad_norm: 7.0098 2020-10-11 06:50:58,508 - mmaction - INFO - Epoch [18][140/1793] lr: 7.500e-03, eta: 16:30:40, time: 1.103, data_time: 0.002, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7927, loss_cls: 1.8334, loss: 1.8334, grad_norm: 7.1574 2020-10-11 06:51:19,949 - mmaction - INFO - Epoch [18][160/1793] lr: 7.500e-03, eta: 16:30:22, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7677, loss_cls: 1.9965, loss: 1.9965, grad_norm: 7.2630 2020-10-11 06:51:41,856 - mmaction - INFO - Epoch [18][180/1793] lr: 7.500e-03, eta: 16:30:06, time: 1.096, data_time: 0.006, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7823, loss_cls: 1.9399, loss: 1.9399, grad_norm: 7.2542 2020-10-11 06:52:03,551 - mmaction - INFO - Epoch [18][200/1793] lr: 7.500e-03, eta: 16:29:49, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7917, loss_cls: 1.9734, loss: 1.9734, grad_norm: 7.2043 2020-10-11 06:52:25,630 - mmaction - INFO - Epoch [18][220/1793] lr: 7.500e-03, eta: 16:29:32, time: 1.101, data_time: 0.005, memory: 10390, top1_acc: 0.5510, top5_acc: 0.7958, loss_cls: 1.7914, loss: 1.7914, grad_norm: 6.6756 2020-10-11 06:52:47,242 - mmaction - INFO - Epoch [18][240/1793] lr: 7.500e-03, eta: 16:29:15, time: 1.082, data_time: 0.007, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7865, loss_cls: 1.8960, loss: 1.8960, grad_norm: 6.8358 2020-10-11 06:53:09,089 - mmaction - INFO - Epoch [18][260/1793] lr: 7.500e-03, eta: 16:28:58, time: 1.094, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7667, loss_cls: 2.0171, loss: 2.0171, grad_norm: 7.1946 2020-10-11 06:53:30,819 - mmaction - INFO - Epoch [18][280/1793] lr: 7.500e-03, eta: 16:28:41, time: 1.085, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7729, loss_cls: 1.9913, loss: 1.9913, grad_norm: 7.1866 2020-10-11 06:53:52,461 - mmaction - INFO - Epoch [18][300/1793] lr: 7.500e-03, eta: 16:28:24, time: 1.084, data_time: 0.007, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7521, loss_cls: 2.0293, loss: 2.0293, grad_norm: 6.8719 2020-10-11 06:54:14,536 - mmaction - INFO - Epoch [18][320/1793] lr: 7.500e-03, eta: 16:28:07, time: 1.101, data_time: 0.005, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7958, loss_cls: 1.8475, loss: 1.8475, grad_norm: 6.8815 2020-10-11 06:54:36,201 - mmaction - INFO - Epoch [18][340/1793] lr: 7.500e-03, eta: 16:27:50, time: 1.087, data_time: 0.007, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7917, loss_cls: 1.9480, loss: 1.9480, grad_norm: 7.3407 2020-10-11 06:54:58,521 - mmaction - INFO - Epoch [18][360/1793] lr: 7.500e-03, eta: 16:27:34, time: 1.116, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7823, loss_cls: 1.9262, loss: 1.9262, grad_norm: 7.0605 2020-10-11 06:55:20,352 - mmaction - INFO - Epoch [18][380/1793] lr: 7.500e-03, eta: 16:27:17, time: 1.090, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7844, loss_cls: 1.9427, loss: 1.9427, grad_norm: 7.1475 2020-10-11 06:55:42,760 - mmaction - INFO - Epoch [18][400/1793] lr: 7.500e-03, eta: 16:27:01, time: 1.120, data_time: 0.005, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7781, loss_cls: 1.9625, loss: 1.9625, grad_norm: 6.8438 2020-10-11 06:56:04,441 - mmaction - INFO - Epoch [18][420/1793] lr: 7.500e-03, eta: 16:26:44, time: 1.086, data_time: 0.006, memory: 10390, top1_acc: 0.5417, top5_acc: 0.7667, loss_cls: 1.9003, loss: 1.9003, grad_norm: 6.9947 2020-10-11 06:56:26,714 - mmaction - INFO - Epoch [18][440/1793] lr: 7.500e-03, eta: 16:26:27, time: 1.109, data_time: 0.006, memory: 10390, top1_acc: 0.5063, top5_acc: 0.7875, loss_cls: 1.9160, loss: 1.9160, grad_norm: 7.2842 2020-10-11 06:56:49,215 - mmaction - INFO - Epoch [18][460/1793] lr: 7.500e-03, eta: 16:26:12, time: 1.129, data_time: 0.007, memory: 10390, top1_acc: 0.5187, top5_acc: 0.7896, loss_cls: 1.9140, loss: 1.9140, grad_norm: 7.1945 2020-10-11 06:57:11,060 - mmaction - INFO - Epoch [18][480/1793] lr: 7.500e-03, eta: 16:25:55, time: 1.090, data_time: 0.005, memory: 10390, top1_acc: 0.4792, top5_acc: 0.7646, loss_cls: 2.0420, loss: 2.0420, grad_norm: 7.0212 2020-10-11 06:57:33,719 - mmaction - INFO - Epoch [18][500/1793] lr: 7.500e-03, eta: 16:25:39, time: 1.135, data_time: 0.006, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7854, loss_cls: 1.9600, loss: 1.9600, grad_norm: 6.7428 2020-10-11 06:57:55,541 - mmaction - INFO - Epoch [18][520/1793] lr: 7.500e-03, eta: 16:25:22, time: 1.091, data_time: 0.002, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 1.9609, loss: 1.9609, grad_norm: 6.9965 2020-10-11 06:58:17,795 - mmaction - INFO - Epoch [18][540/1793] lr: 7.500e-03, eta: 16:25:06, time: 1.109, data_time: 0.006, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7917, loss_cls: 1.8583, loss: 1.8583, grad_norm: 7.1367 2020-10-11 06:58:39,694 - mmaction - INFO - Epoch [18][560/1793] lr: 7.500e-03, eta: 16:24:49, time: 1.097, data_time: 0.007, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7729, loss_cls: 1.9216, loss: 1.9216, grad_norm: 7.1536 2020-10-11 06:59:01,921 - mmaction - INFO - Epoch [18][580/1793] lr: 7.500e-03, eta: 16:24:33, time: 1.113, data_time: 0.006, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7833, loss_cls: 1.9399, loss: 1.9399, grad_norm: 6.7744 2020-10-11 06:59:24,919 - mmaction - INFO - Epoch [18][600/1793] lr: 7.500e-03, eta: 16:24:18, time: 1.148, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7865, loss_cls: 1.9084, loss: 1.9084, grad_norm: 7.0804 2020-10-11 06:59:47,160 - mmaction - INFO - Epoch [18][620/1793] lr: 7.500e-03, eta: 16:24:02, time: 1.112, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.8021, loss_cls: 1.8959, loss: 1.8959, grad_norm: 7.0518 2020-10-11 07:00:10,826 - mmaction - INFO - Epoch [18][640/1793] lr: 7.500e-03, eta: 16:23:48, time: 1.171, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7635, loss_cls: 1.9647, loss: 1.9647, grad_norm: 7.2502 2020-10-11 07:00:32,857 - mmaction - INFO - Epoch [18][660/1793] lr: 7.500e-03, eta: 16:23:32, time: 1.115, data_time: 0.070, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7792, loss_cls: 1.9505, loss: 1.9505, grad_norm: 7.0318 2020-10-11 07:00:55,226 - mmaction - INFO - Epoch [18][680/1793] lr: 7.500e-03, eta: 16:23:16, time: 1.119, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7823, loss_cls: 1.9517, loss: 1.9517, grad_norm: 7.3579 2020-10-11 07:01:17,465 - mmaction - INFO - Epoch [18][700/1793] lr: 7.500e-03, eta: 16:22:59, time: 1.112, data_time: 0.002, memory: 10390, top1_acc: 0.5469, top5_acc: 0.8083, loss_cls: 1.8104, loss: 1.8104, grad_norm: 7.0754 2020-10-11 07:01:41,113 - mmaction - INFO - Epoch [18][720/1793] lr: 7.500e-03, eta: 16:22:46, time: 1.180, data_time: 0.005, memory: 10390, top1_acc: 0.4844, top5_acc: 0.7917, loss_cls: 2.0257, loss: 2.0257, grad_norm: 7.2699 2020-10-11 07:02:02,802 - mmaction - INFO - Epoch [18][740/1793] lr: 7.500e-03, eta: 16:22:28, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7802, loss_cls: 1.9290, loss: 1.9290, grad_norm: 7.1300 2020-10-11 07:02:25,591 - mmaction - INFO - Epoch [18][760/1793] lr: 7.500e-03, eta: 16:22:13, time: 1.138, data_time: 0.005, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7583, loss_cls: 2.0613, loss: 2.0613, grad_norm: 7.2832 2020-10-11 07:02:47,124 - mmaction - INFO - Epoch [18][780/1793] lr: 7.500e-03, eta: 16:21:55, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7823, loss_cls: 1.9794, loss: 1.9794, grad_norm: 7.2368 2020-10-11 07:03:08,776 - mmaction - INFO - Epoch [18][800/1793] lr: 7.500e-03, eta: 16:21:38, time: 1.084, data_time: 0.006, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7802, loss_cls: 1.9617, loss: 1.9617, grad_norm: 7.2597 2020-10-11 07:03:31,063 - mmaction - INFO - Epoch [18][820/1793] lr: 7.500e-03, eta: 16:21:22, time: 1.113, data_time: 0.007, memory: 10390, top1_acc: 0.4938, top5_acc: 0.7635, loss_cls: 2.0211, loss: 2.0211, grad_norm: 7.2449 2020-10-11 07:03:53,197 - mmaction - INFO - Epoch [18][840/1793] lr: 7.500e-03, eta: 16:21:05, time: 1.108, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7833, loss_cls: 1.9749, loss: 1.9749, grad_norm: 7.2032 2020-10-11 07:04:14,815 - mmaction - INFO - Epoch [18][860/1793] lr: 7.500e-03, eta: 16:20:48, time: 1.079, data_time: 0.004, memory: 10390, top1_acc: 0.5490, top5_acc: 0.7802, loss_cls: 1.9268, loss: 1.9268, grad_norm: 6.7839 2020-10-11 07:04:35,989 - mmaction - INFO - Epoch [18][880/1793] lr: 7.500e-03, eta: 16:20:29, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.5323, top5_acc: 0.7990, loss_cls: 1.8129, loss: 1.8129, grad_norm: 7.0501 2020-10-11 07:04:57,541 - mmaction - INFO - Epoch [18][900/1793] lr: 7.500e-03, eta: 16:20:12, time: 1.078, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7833, loss_cls: 1.9660, loss: 1.9660, grad_norm: 7.2574 2020-10-11 07:05:18,718 - mmaction - INFO - Epoch [18][920/1793] lr: 7.500e-03, eta: 16:19:53, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7875, loss_cls: 1.9525, loss: 1.9525, grad_norm: 7.1479 2020-10-11 07:05:40,019 - mmaction - INFO - Epoch [18][940/1793] lr: 7.500e-03, eta: 16:19:35, time: 1.065, data_time: 0.004, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7698, loss_cls: 2.0089, loss: 2.0089, grad_norm: 7.1746 2020-10-11 07:06:01,211 - mmaction - INFO - Epoch [18][960/1793] lr: 7.500e-03, eta: 16:19:17, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.4969, top5_acc: 0.7792, loss_cls: 1.9547, loss: 1.9547, grad_norm: 7.0223 2020-10-11 07:06:22,271 - mmaction - INFO - Epoch [18][980/1793] lr: 7.500e-03, eta: 16:18:58, time: 1.053, data_time: 0.003, memory: 10390, top1_acc: 0.4729, top5_acc: 0.7438, loss_cls: 2.0971, loss: 2.0971, grad_norm: 7.2238 2020-10-11 07:06:43,363 - mmaction - INFO - Epoch [18][1000/1793] lr: 7.500e-03, eta: 16:18:40, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7802, loss_cls: 1.9714, loss: 1.9714, grad_norm: 6.7880 2020-10-11 07:07:04,600 - mmaction - INFO - Epoch [18][1020/1793] lr: 7.500e-03, eta: 16:18:22, time: 1.062, data_time: 0.003, memory: 10390, top1_acc: 0.4812, top5_acc: 0.7719, loss_cls: 2.0345, loss: 2.0345, grad_norm: 7.2509 2020-10-11 07:07:25,185 - mmaction - INFO - Epoch [18][1040/1793] lr: 7.500e-03, eta: 16:18:02, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7875, loss_cls: 1.8610, loss: 1.8610, grad_norm: 7.1038 2020-10-11 07:07:45,693 - mmaction - INFO - Epoch [18][1060/1793] lr: 7.500e-03, eta: 16:17:42, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.4906, top5_acc: 0.7771, loss_cls: 1.9569, loss: 1.9569, grad_norm: 6.9343 2020-10-11 07:08:07,191 - mmaction - INFO - Epoch [18][1080/1793] lr: 7.500e-03, eta: 16:17:25, time: 1.075, data_time: 0.003, memory: 10390, top1_acc: 0.5417, top5_acc: 0.8219, loss_cls: 1.8426, loss: 1.8426, grad_norm: 6.5805 2020-10-11 07:08:27,892 - mmaction - INFO - Epoch [18][1100/1793] lr: 7.500e-03, eta: 16:17:05, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.5063, top5_acc: 0.8000, loss_cls: 1.9023, loss: 1.9023, grad_norm: 6.9511 2020-10-11 07:08:48,637 - mmaction - INFO - Epoch [18][1120/1793] lr: 7.500e-03, eta: 16:16:46, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7552, loss_cls: 2.0388, loss: 2.0388, grad_norm: 6.9139 2020-10-11 07:09:09,221 - mmaction - INFO - Epoch [18][1140/1793] lr: 7.500e-03, eta: 16:16:27, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7844, loss_cls: 1.9762, loss: 1.9762, grad_norm: 7.1690 2020-10-11 07:09:29,897 - mmaction - INFO - Epoch [18][1160/1793] lr: 7.500e-03, eta: 16:16:07, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7688, loss_cls: 1.9621, loss: 1.9621, grad_norm: 6.9344 2020-10-11 07:09:50,601 - mmaction - INFO - Epoch [18][1180/1793] lr: 7.500e-03, eta: 16:15:48, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7833, loss_cls: 1.9666, loss: 1.9666, grad_norm: 6.9361 2020-10-11 07:10:11,094 - mmaction - INFO - Epoch [18][1200/1793] lr: 7.500e-03, eta: 16:15:29, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7823, loss_cls: 1.9338, loss: 1.9338, grad_norm: 6.9275 2020-10-11 07:10:31,254 - mmaction - INFO - Epoch [18][1220/1793] lr: 7.500e-03, eta: 16:15:08, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7750, loss_cls: 1.9840, loss: 1.9840, grad_norm: 7.2889 2020-10-11 07:10:52,623 - mmaction - INFO - Epoch [18][1240/1793] lr: 7.500e-03, eta: 16:14:50, time: 1.069, data_time: 0.002, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7875, loss_cls: 1.9180, loss: 1.9180, grad_norm: 6.8731 2020-10-11 07:11:12,372 - mmaction - INFO - Epoch [18][1260/1793] lr: 7.500e-03, eta: 16:14:29, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.4917, top5_acc: 0.7625, loss_cls: 2.0163, loss: 2.0163, grad_norm: 6.8506 2020-10-11 07:11:32,795 - mmaction - INFO - Epoch [18][1280/1793] lr: 7.500e-03, eta: 16:14:09, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7719, loss_cls: 1.9953, loss: 1.9953, grad_norm: 7.1851 2020-10-11 07:11:53,095 - mmaction - INFO - Epoch [18][1300/1793] lr: 7.500e-03, eta: 16:13:49, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7760, loss_cls: 1.9976, loss: 1.9976, grad_norm: 7.0587 2020-10-11 07:12:13,831 - mmaction - INFO - Epoch [18][1320/1793] lr: 7.500e-03, eta: 16:13:30, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7896, loss_cls: 1.9517, loss: 1.9517, grad_norm: 7.1045 2020-10-11 07:12:34,199 - mmaction - INFO - Epoch [18][1340/1793] lr: 7.500e-03, eta: 16:13:10, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7646, loss_cls: 2.0647, loss: 2.0647, grad_norm: 7.3864 2020-10-11 07:12:54,956 - mmaction - INFO - Epoch [18][1360/1793] lr: 7.500e-03, eta: 16:12:51, time: 1.037, data_time: 0.004, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7792, loss_cls: 1.9190, loss: 1.9190, grad_norm: 6.7557 2020-10-11 07:13:14,801 - mmaction - INFO - Epoch [18][1380/1793] lr: 7.500e-03, eta: 16:12:30, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.4781, top5_acc: 0.7708, loss_cls: 2.0485, loss: 2.0485, grad_norm: 7.1393 2020-10-11 07:13:35,614 - mmaction - INFO - Epoch [18][1400/1793] lr: 7.500e-03, eta: 16:12:11, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7865, loss_cls: 1.8875, loss: 1.8875, grad_norm: 6.9776 2020-10-11 07:13:55,053 - mmaction - INFO - Epoch [18][1420/1793] lr: 7.500e-03, eta: 16:11:50, time: 0.972, data_time: 0.002, memory: 10390, top1_acc: 0.4583, top5_acc: 0.7448, loss_cls: 2.1631, loss: 2.1631, grad_norm: 7.4658 2020-10-11 07:14:15,604 - mmaction - INFO - Epoch [18][1440/1793] lr: 7.500e-03, eta: 16:11:30, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7729, loss_cls: 1.9546, loss: 1.9546, grad_norm: 7.4970 2020-10-11 07:14:36,900 - mmaction - INFO - Epoch [18][1460/1793] lr: 7.500e-03, eta: 16:11:12, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7729, loss_cls: 1.9096, loss: 1.9096, grad_norm: 6.9562 2020-10-11 07:14:57,574 - mmaction - INFO - Epoch [18][1480/1793] lr: 7.500e-03, eta: 16:10:53, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7667, loss_cls: 2.0009, loss: 2.0009, grad_norm: 6.9371 2020-10-11 07:15:17,777 - mmaction - INFO - Epoch [18][1500/1793] lr: 7.500e-03, eta: 16:10:32, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7667, loss_cls: 2.1004, loss: 2.1004, grad_norm: 7.1515 2020-10-11 07:15:37,710 - mmaction - INFO - Epoch [18][1520/1793] lr: 7.500e-03, eta: 16:10:12, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7760, loss_cls: 1.9701, loss: 1.9701, grad_norm: 6.8383 2020-10-11 07:15:57,587 - mmaction - INFO - Epoch [18][1540/1793] lr: 7.500e-03, eta: 16:09:51, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.4865, top5_acc: 0.7573, loss_cls: 2.0359, loss: 2.0359, grad_norm: 6.8008 2020-10-11 07:16:18,123 - mmaction - INFO - Epoch [18][1560/1793] lr: 7.500e-03, eta: 16:09:31, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7833, loss_cls: 1.9960, loss: 1.9960, grad_norm: 6.9437 2020-10-11 07:16:37,658 - mmaction - INFO - Epoch [18][1580/1793] lr: 7.500e-03, eta: 16:09:10, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7802, loss_cls: 1.8937, loss: 1.8937, grad_norm: 6.8541 2020-10-11 07:16:58,105 - mmaction - INFO - Epoch [18][1600/1793] lr: 7.500e-03, eta: 16:08:50, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7823, loss_cls: 1.9597, loss: 1.9597, grad_norm: 7.0622 2020-10-11 07:17:18,099 - mmaction - INFO - Epoch [18][1620/1793] lr: 7.500e-03, eta: 16:08:30, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7750, loss_cls: 1.9776, loss: 1.9776, grad_norm: 7.1021 2020-10-11 07:17:37,786 - mmaction - INFO - Epoch [18][1640/1793] lr: 7.500e-03, eta: 16:08:09, time: 0.989, data_time: 0.007, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7958, loss_cls: 1.8992, loss: 1.8992, grad_norm: 7.0321 2020-10-11 07:17:57,808 - mmaction - INFO - Epoch [18][1660/1793] lr: 7.500e-03, eta: 16:07:48, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7771, loss_cls: 1.9285, loss: 1.9285, grad_norm: 7.0114 2020-10-11 07:18:18,124 - mmaction - INFO - Epoch [18][1680/1793] lr: 7.500e-03, eta: 16:07:28, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7812, loss_cls: 1.9553, loss: 1.9553, grad_norm: 7.2663 2020-10-11 07:18:38,554 - mmaction - INFO - Epoch [18][1700/1793] lr: 7.500e-03, eta: 16:07:08, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7802, loss_cls: 1.9984, loss: 1.9984, grad_norm: 7.3625 2020-10-11 07:18:58,676 - mmaction - INFO - Epoch [18][1720/1793] lr: 7.500e-03, eta: 16:06:48, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.4719, top5_acc: 0.7698, loss_cls: 2.0733, loss: 2.0733, grad_norm: 7.2057 2020-10-11 07:19:18,592 - mmaction - INFO - Epoch [18][1740/1793] lr: 7.500e-03, eta: 16:06:27, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.5323, top5_acc: 0.8052, loss_cls: 1.8551, loss: 1.8551, grad_norm: 6.8542 2020-10-11 07:19:39,289 - mmaction - INFO - Epoch [18][1760/1793] lr: 7.500e-03, eta: 16:06:08, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7667, loss_cls: 1.9680, loss: 1.9680, grad_norm: 6.9136 2020-10-11 07:19:59,012 - mmaction - INFO - Epoch [18][1780/1793] lr: 7.500e-03, eta: 16:05:47, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7802, loss_cls: 2.0050, loss: 2.0050, grad_norm: 7.3017 2020-10-11 07:20:11,163 - mmaction - INFO - Saving checkpoint at 18 epochs 2020-10-11 07:20:46,518 - mmaction - INFO - Epoch [19][20/1793] lr: 7.500e-03, eta: 16:05:14, time: 1.682, data_time: 0.802, memory: 10390, top1_acc: 0.5469, top5_acc: 0.7958, loss_cls: 1.8242, loss: 1.8242, grad_norm: 6.8730 2020-10-11 07:21:05,129 - mmaction - INFO - Epoch [19][40/1793] lr: 7.500e-03, eta: 16:04:51, time: 0.933, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7917, loss_cls: 1.9070, loss: 1.9070, grad_norm: 7.0051 2020-10-11 07:21:25,206 - mmaction - INFO - Epoch [19][60/1793] lr: 7.500e-03, eta: 16:04:31, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7583, loss_cls: 2.0045, loss: 2.0045, grad_norm: 7.1305 2020-10-11 07:21:44,473 - mmaction - INFO - Epoch [19][80/1793] lr: 7.500e-03, eta: 16:04:09, time: 0.965, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.8042, loss_cls: 1.8785, loss: 1.8785, grad_norm: 7.1808 2020-10-11 07:22:03,965 - mmaction - INFO - Epoch [19][100/1793] lr: 7.500e-03, eta: 16:03:48, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7865, loss_cls: 1.8849, loss: 1.8849, grad_norm: 6.9441 2020-10-11 07:22:23,934 - mmaction - INFO - Epoch [19][120/1793] lr: 7.500e-03, eta: 16:03:27, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.5240, top5_acc: 0.8000, loss_cls: 1.8342, loss: 1.8342, grad_norm: 7.0989 2020-10-11 07:22:43,654 - mmaction - INFO - Epoch [19][140/1793] lr: 7.500e-03, eta: 16:03:06, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7750, loss_cls: 1.9363, loss: 1.9363, grad_norm: 7.0100 2020-10-11 07:23:04,209 - mmaction - INFO - Epoch [19][160/1793] lr: 7.500e-03, eta: 16:02:47, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7937, loss_cls: 1.8786, loss: 1.8786, grad_norm: 6.7344 2020-10-11 07:23:23,922 - mmaction - INFO - Epoch [19][180/1793] lr: 7.500e-03, eta: 16:02:25, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.8021, loss_cls: 1.8733, loss: 1.8733, grad_norm: 7.0662 2020-10-11 07:23:43,736 - mmaction - INFO - Epoch [19][200/1793] lr: 7.500e-03, eta: 16:02:05, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.5406, top5_acc: 0.7990, loss_cls: 1.8361, loss: 1.8361, grad_norm: 7.0381 2020-10-11 07:24:03,547 - mmaction - INFO - Epoch [19][220/1793] lr: 7.500e-03, eta: 16:01:44, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.5333, top5_acc: 0.8010, loss_cls: 1.8502, loss: 1.8502, grad_norm: 6.6552 2020-10-11 07:24:23,121 - mmaction - INFO - Epoch [19][240/1793] lr: 7.500e-03, eta: 16:01:22, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7823, loss_cls: 1.8958, loss: 1.8958, grad_norm: 6.9149 2020-10-11 07:24:43,242 - mmaction - INFO - Epoch [19][260/1793] lr: 7.500e-03, eta: 16:01:02, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7990, loss_cls: 1.8222, loss: 1.8222, grad_norm: 7.1501 2020-10-11 07:25:03,709 - mmaction - INFO - Epoch [19][280/1793] lr: 7.500e-03, eta: 16:00:42, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7792, loss_cls: 1.9321, loss: 1.9321, grad_norm: 7.2120 2020-10-11 07:25:23,291 - mmaction - INFO - Epoch [19][300/1793] lr: 7.500e-03, eta: 16:00:21, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.5375, top5_acc: 0.8000, loss_cls: 1.8361, loss: 1.8361, grad_norm: 6.9342 2020-10-11 07:25:43,014 - mmaction - INFO - Epoch [19][320/1793] lr: 7.500e-03, eta: 16:00:00, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7875, loss_cls: 1.8801, loss: 1.8801, grad_norm: 7.1057 2020-10-11 07:26:02,848 - mmaction - INFO - Epoch [19][340/1793] lr: 7.500e-03, eta: 15:59:39, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7802, loss_cls: 1.8697, loss: 1.8697, grad_norm: 7.1286 2020-10-11 07:26:22,614 - mmaction - INFO - Epoch [19][360/1793] lr: 7.500e-03, eta: 15:59:18, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7927, loss_cls: 1.8794, loss: 1.8794, grad_norm: 7.1908 2020-10-11 07:26:42,294 - mmaction - INFO - Epoch [19][380/1793] lr: 7.500e-03, eta: 15:58:57, time: 0.982, data_time: 0.003, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7792, loss_cls: 1.8937, loss: 1.8937, grad_norm: 7.1837 2020-10-11 07:27:02,006 - mmaction - INFO - Epoch [19][400/1793] lr: 7.500e-03, eta: 15:58:36, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7760, loss_cls: 1.9563, loss: 1.9563, grad_norm: 7.2025 2020-10-11 07:27:21,796 - mmaction - INFO - Epoch [19][420/1793] lr: 7.500e-03, eta: 15:58:15, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7875, loss_cls: 1.9319, loss: 1.9319, grad_norm: 6.7617 2020-10-11 07:27:41,740 - mmaction - INFO - Epoch [19][440/1793] lr: 7.500e-03, eta: 15:57:55, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7625, loss_cls: 2.0132, loss: 2.0132, grad_norm: 7.2730 2020-10-11 07:28:01,385 - mmaction - INFO - Epoch [19][460/1793] lr: 7.500e-03, eta: 15:57:34, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7677, loss_cls: 2.0275, loss: 2.0275, grad_norm: 7.0730 2020-10-11 07:28:20,975 - mmaction - INFO - Epoch [19][480/1793] lr: 7.500e-03, eta: 15:57:12, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7760, loss_cls: 1.9678, loss: 1.9678, grad_norm: 7.2176 2020-10-11 07:28:40,672 - mmaction - INFO - Epoch [19][500/1793] lr: 7.500e-03, eta: 15:56:51, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7927, loss_cls: 1.8448, loss: 1.8448, grad_norm: 6.9659 2020-10-11 07:29:00,948 - mmaction - INFO - Epoch [19][520/1793] lr: 7.500e-03, eta: 15:56:31, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7917, loss_cls: 1.8482, loss: 1.8482, grad_norm: 7.0978 2020-10-11 07:29:20,654 - mmaction - INFO - Epoch [19][540/1793] lr: 7.500e-03, eta: 15:56:10, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7969, loss_cls: 1.8760, loss: 1.8760, grad_norm: 7.1477 2020-10-11 07:29:40,579 - mmaction - INFO - Epoch [19][560/1793] lr: 7.500e-03, eta: 15:55:50, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.4937, top5_acc: 0.7760, loss_cls: 2.0362, loss: 2.0362, grad_norm: 7.1395 2020-10-11 07:30:00,154 - mmaction - INFO - Epoch [19][580/1793] lr: 7.500e-03, eta: 15:55:28, time: 0.979, data_time: 0.003, memory: 10390, top1_acc: 0.5250, top5_acc: 0.8021, loss_cls: 1.8585, loss: 1.8585, grad_norm: 6.8901 2020-10-11 07:30:20,114 - mmaction - INFO - Epoch [19][600/1793] lr: 7.500e-03, eta: 15:55:08, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.5417, top5_acc: 0.7781, loss_cls: 1.9178, loss: 1.9178, grad_norm: 6.8874 2020-10-11 07:30:39,797 - mmaction - INFO - Epoch [19][620/1793] lr: 7.500e-03, eta: 15:54:47, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.5104, top5_acc: 0.8031, loss_cls: 1.8959, loss: 1.8959, grad_norm: 7.1322 2020-10-11 07:30:59,980 - mmaction - INFO - Epoch [19][640/1793] lr: 7.500e-03, eta: 15:54:27, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7813, loss_cls: 1.9457, loss: 1.9457, grad_norm: 7.1080 2020-10-11 07:31:20,090 - mmaction - INFO - Epoch [19][660/1793] lr: 7.500e-03, eta: 15:54:06, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7813, loss_cls: 1.9047, loss: 1.9047, grad_norm: 7.2444 2020-10-11 07:31:40,385 - mmaction - INFO - Epoch [19][680/1793] lr: 7.500e-03, eta: 15:53:46, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7792, loss_cls: 1.9388, loss: 1.9388, grad_norm: 6.9919 2020-10-11 07:32:00,681 - mmaction - INFO - Epoch [19][700/1793] lr: 7.500e-03, eta: 15:53:26, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7802, loss_cls: 1.9075, loss: 1.9075, grad_norm: 6.9598 2020-10-11 07:32:21,019 - mmaction - INFO - Epoch [19][720/1793] lr: 7.500e-03, eta: 15:53:06, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7646, loss_cls: 1.9960, loss: 1.9960, grad_norm: 7.3006 2020-10-11 07:32:41,389 - mmaction - INFO - Epoch [19][740/1793] lr: 7.500e-03, eta: 15:52:47, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.5365, top5_acc: 0.7760, loss_cls: 1.8991, loss: 1.8991, grad_norm: 7.1595 2020-10-11 07:33:02,416 - mmaction - INFO - Epoch [19][760/1793] lr: 7.500e-03, eta: 15:52:28, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7896, loss_cls: 1.9723, loss: 1.9723, grad_norm: 7.2373 2020-10-11 07:33:22,773 - mmaction - INFO - Epoch [19][780/1793] lr: 7.500e-03, eta: 15:52:08, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7854, loss_cls: 1.8977, loss: 1.8977, grad_norm: 7.1896 2020-10-11 07:33:43,734 - mmaction - INFO - Epoch [19][800/1793] lr: 7.500e-03, eta: 15:51:49, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7833, loss_cls: 1.9372, loss: 1.9372, grad_norm: 7.1930 2020-10-11 07:34:05,063 - mmaction - INFO - Epoch [19][820/1793] lr: 7.500e-03, eta: 15:51:31, time: 1.066, data_time: 0.002, memory: 10390, top1_acc: 0.5479, top5_acc: 0.7885, loss_cls: 1.8546, loss: 1.8546, grad_norm: 7.0963 2020-10-11 07:34:25,910 - mmaction - INFO - Epoch [19][840/1793] lr: 7.500e-03, eta: 15:51:12, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7750, loss_cls: 1.9333, loss: 1.9333, grad_norm: 7.0287 2020-10-11 07:34:46,939 - mmaction - INFO - Epoch [19][860/1793] lr: 7.500e-03, eta: 15:50:53, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7698, loss_cls: 1.9677, loss: 1.9677, grad_norm: 7.4508 2020-10-11 07:35:08,277 - mmaction - INFO - Epoch [19][880/1793] lr: 7.500e-03, eta: 15:50:35, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.5156, top5_acc: 0.8115, loss_cls: 1.8420, loss: 1.8420, grad_norm: 7.2565 2020-10-11 07:35:29,322 - mmaction - INFO - Epoch [19][900/1793] lr: 7.500e-03, eta: 15:50:16, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7875, loss_cls: 1.9535, loss: 1.9535, grad_norm: 7.1628 2020-10-11 07:35:50,393 - mmaction - INFO - Epoch [19][920/1793] lr: 7.500e-03, eta: 15:49:57, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.5333, top5_acc: 0.7760, loss_cls: 1.8893, loss: 1.8893, grad_norm: 6.8682 2020-10-11 07:36:11,787 - mmaction - INFO - Epoch [19][940/1793] lr: 7.500e-03, eta: 15:49:39, time: 1.068, data_time: 0.007, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7750, loss_cls: 1.9915, loss: 1.9915, grad_norm: 7.2182 2020-10-11 07:36:33,178 - mmaction - INFO - Epoch [19][960/1793] lr: 7.500e-03, eta: 15:49:21, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7719, loss_cls: 1.9523, loss: 1.9523, grad_norm: 6.9259 2020-10-11 07:36:54,751 - mmaction - INFO - Epoch [19][980/1793] lr: 7.500e-03, eta: 15:49:03, time: 1.079, data_time: 0.003, memory: 10390, top1_acc: 0.4854, top5_acc: 0.7615, loss_cls: 2.0645, loss: 2.0645, grad_norm: 7.0861 2020-10-11 07:37:16,330 - mmaction - INFO - Epoch [19][1000/1793] lr: 7.500e-03, eta: 15:48:45, time: 1.075, data_time: 0.004, memory: 10390, top1_acc: 0.5156, top5_acc: 0.8031, loss_cls: 1.9167, loss: 1.9167, grad_norm: 7.1116 2020-10-11 07:37:37,449 - mmaction - INFO - Epoch [19][1020/1793] lr: 7.500e-03, eta: 15:48:27, time: 1.059, data_time: 0.007, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7823, loss_cls: 1.9184, loss: 1.9184, grad_norm: 7.0584 2020-10-11 07:37:58,906 - mmaction - INFO - Epoch [19][1040/1793] lr: 7.500e-03, eta: 15:48:09, time: 1.073, data_time: 0.003, memory: 10390, top1_acc: 0.4771, top5_acc: 0.7521, loss_cls: 2.0311, loss: 2.0311, grad_norm: 7.2347 2020-10-11 07:38:20,447 - mmaction - INFO - Epoch [19][1060/1793] lr: 7.500e-03, eta: 15:47:51, time: 1.075, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7719, loss_cls: 1.9427, loss: 1.9427, grad_norm: 7.1482 2020-10-11 07:38:41,700 - mmaction - INFO - Epoch [19][1080/1793] lr: 7.500e-03, eta: 15:47:32, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 1.9721, loss: 1.9721, grad_norm: 7.2343 2020-10-11 07:39:03,474 - mmaction - INFO - Epoch [19][1100/1793] lr: 7.500e-03, eta: 15:47:15, time: 1.090, data_time: 0.006, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7896, loss_cls: 1.9277, loss: 1.9277, grad_norm: 7.0062 2020-10-11 07:39:25,099 - mmaction - INFO - Epoch [19][1120/1793] lr: 7.500e-03, eta: 15:46:57, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7896, loss_cls: 1.8900, loss: 1.8900, grad_norm: 7.0552 2020-10-11 07:39:47,232 - mmaction - INFO - Epoch [19][1140/1793] lr: 7.500e-03, eta: 15:46:40, time: 1.106, data_time: 0.005, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7646, loss_cls: 1.9809, loss: 1.9809, grad_norm: 7.2184 2020-10-11 07:40:08,711 - mmaction - INFO - Epoch [19][1160/1793] lr: 7.500e-03, eta: 15:46:22, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7802, loss_cls: 1.9476, loss: 1.9476, grad_norm: 7.1507 2020-10-11 07:40:30,525 - mmaction - INFO - Epoch [19][1180/1793] lr: 7.500e-03, eta: 15:46:04, time: 1.091, data_time: 0.002, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7948, loss_cls: 1.8732, loss: 1.8732, grad_norm: 6.9902 2020-10-11 07:40:52,158 - mmaction - INFO - Epoch [19][1200/1793] lr: 7.500e-03, eta: 15:45:47, time: 1.081, data_time: 0.005, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7833, loss_cls: 1.9337, loss: 1.9337, grad_norm: 6.9509 2020-10-11 07:41:14,119 - mmaction - INFO - Epoch [19][1220/1793] lr: 7.500e-03, eta: 15:45:29, time: 1.099, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7740, loss_cls: 1.9596, loss: 1.9596, grad_norm: 7.2160 2020-10-11 07:41:36,707 - mmaction - INFO - Epoch [19][1240/1793] lr: 7.500e-03, eta: 15:45:13, time: 1.129, data_time: 0.005, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7865, loss_cls: 1.9230, loss: 1.9230, grad_norm: 7.0048 2020-10-11 07:41:58,424 - mmaction - INFO - Epoch [19][1260/1793] lr: 7.500e-03, eta: 15:44:55, time: 1.086, data_time: 0.002, memory: 10390, top1_acc: 0.5240, top5_acc: 0.7927, loss_cls: 1.8892, loss: 1.8892, grad_norm: 7.0860 2020-10-11 07:42:20,296 - mmaction - INFO - Epoch [19][1280/1793] lr: 7.500e-03, eta: 15:44:38, time: 1.092, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7938, loss_cls: 1.9095, loss: 1.9095, grad_norm: 7.2672 2020-10-11 07:42:42,750 - mmaction - INFO - Epoch [19][1300/1793] lr: 7.500e-03, eta: 15:44:21, time: 1.122, data_time: 0.005, memory: 10390, top1_acc: 0.5021, top5_acc: 0.7750, loss_cls: 1.9791, loss: 1.9791, grad_norm: 7.2606 2020-10-11 07:43:04,650 - mmaction - INFO - Epoch [19][1320/1793] lr: 7.500e-03, eta: 15:44:04, time: 1.097, data_time: 0.006, memory: 10390, top1_acc: 0.5365, top5_acc: 0.7844, loss_cls: 1.8673, loss: 1.8673, grad_norm: 6.9156 2020-10-11 07:43:26,526 - mmaction - INFO - Epoch [19][1340/1793] lr: 7.500e-03, eta: 15:43:47, time: 1.092, data_time: 0.006, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7979, loss_cls: 1.9030, loss: 1.9030, grad_norm: 6.9260 2020-10-11 07:43:49,158 - mmaction - INFO - Epoch [19][1360/1793] lr: 7.500e-03, eta: 15:43:31, time: 1.133, data_time: 0.006, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7906, loss_cls: 1.8472, loss: 1.8472, grad_norm: 7.2653 2020-10-11 07:44:11,529 - mmaction - INFO - Epoch [19][1380/1793] lr: 7.500e-03, eta: 15:43:14, time: 1.117, data_time: 0.005, memory: 10390, top1_acc: 0.5271, top5_acc: 0.7812, loss_cls: 1.9252, loss: 1.9252, grad_norm: 7.1390 2020-10-11 07:44:33,768 - mmaction - INFO - Epoch [19][1400/1793] lr: 7.500e-03, eta: 15:42:57, time: 1.114, data_time: 0.006, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7698, loss_cls: 1.9466, loss: 1.9466, grad_norm: 7.1179 2020-10-11 07:44:55,942 - mmaction - INFO - Epoch [19][1420/1793] lr: 7.500e-03, eta: 15:42:40, time: 1.109, data_time: 0.002, memory: 10390, top1_acc: 0.5562, top5_acc: 0.8000, loss_cls: 1.8327, loss: 1.8327, grad_norm: 6.7974 2020-10-11 07:45:18,390 - mmaction - INFO - Epoch [19][1440/1793] lr: 7.500e-03, eta: 15:42:24, time: 1.121, data_time: 0.004, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7927, loss_cls: 1.8821, loss: 1.8821, grad_norm: 6.9191 2020-10-11 07:45:40,384 - mmaction - INFO - Epoch [19][1460/1793] lr: 7.500e-03, eta: 15:42:06, time: 1.101, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7875, loss_cls: 1.9283, loss: 1.9283, grad_norm: 7.0712 2020-10-11 07:46:02,865 - mmaction - INFO - Epoch [19][1480/1793] lr: 7.500e-03, eta: 15:41:50, time: 1.124, data_time: 0.002, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7802, loss_cls: 1.9895, loss: 1.9895, grad_norm: 7.1151 2020-10-11 07:46:25,279 - mmaction - INFO - Epoch [19][1500/1793] lr: 7.500e-03, eta: 15:41:33, time: 1.121, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7937, loss_cls: 1.9089, loss: 1.9089, grad_norm: 7.1711 2020-10-11 07:46:47,503 - mmaction - INFO - Epoch [19][1520/1793] lr: 7.500e-03, eta: 15:41:16, time: 1.108, data_time: 0.006, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7740, loss_cls: 1.9845, loss: 1.9845, grad_norm: 7.3116 2020-10-11 07:47:09,930 - mmaction - INFO - Epoch [19][1540/1793] lr: 7.500e-03, eta: 15:41:00, time: 1.122, data_time: 0.007, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7979, loss_cls: 1.8843, loss: 1.8843, grad_norm: 7.1397 2020-10-11 07:47:32,492 - mmaction - INFO - Epoch [19][1560/1793] lr: 7.500e-03, eta: 15:40:43, time: 1.130, data_time: 0.006, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7646, loss_cls: 2.0342, loss: 2.0342, grad_norm: 7.1778 2020-10-11 07:47:54,799 - mmaction - INFO - Epoch [19][1580/1793] lr: 7.500e-03, eta: 15:40:27, time: 1.115, data_time: 0.002, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7781, loss_cls: 1.9425, loss: 1.9425, grad_norm: 7.1456 2020-10-11 07:48:16,745 - mmaction - INFO - Epoch [19][1600/1793] lr: 7.500e-03, eta: 15:40:09, time: 1.095, data_time: 0.006, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7823, loss_cls: 1.9704, loss: 1.9704, grad_norm: 7.1444 2020-10-11 07:48:39,160 - mmaction - INFO - Epoch [19][1620/1793] lr: 7.500e-03, eta: 15:39:52, time: 1.121, data_time: 0.007, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7760, loss_cls: 1.9709, loss: 1.9709, grad_norm: 6.9898 2020-10-11 07:49:01,891 - mmaction - INFO - Epoch [19][1640/1793] lr: 7.500e-03, eta: 15:39:36, time: 1.140, data_time: 0.006, memory: 10390, top1_acc: 0.5406, top5_acc: 0.7927, loss_cls: 1.8596, loss: 1.8596, grad_norm: 6.8213 2020-10-11 07:49:23,188 - mmaction - INFO - Epoch [19][1660/1793] lr: 7.500e-03, eta: 15:39:18, time: 1.063, data_time: 0.004, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7771, loss_cls: 1.9883, loss: 1.9883, grad_norm: 7.2888 2020-10-11 07:49:44,921 - mmaction - INFO - Epoch [19][1680/1793] lr: 7.500e-03, eta: 15:39:00, time: 1.088, data_time: 0.006, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7781, loss_cls: 1.9953, loss: 1.9953, grad_norm: 7.0847 2020-10-11 07:50:07,732 - mmaction - INFO - Epoch [19][1700/1793] lr: 7.500e-03, eta: 15:38:44, time: 1.139, data_time: 0.003, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7854, loss_cls: 1.9508, loss: 1.9508, grad_norm: 7.0876 2020-10-11 07:50:28,951 - mmaction - INFO - Epoch [19][1720/1793] lr: 7.500e-03, eta: 15:38:26, time: 1.063, data_time: 0.004, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7948, loss_cls: 1.9181, loss: 1.9181, grad_norm: 7.0367 2020-10-11 07:50:50,291 - mmaction - INFO - Epoch [19][1740/1793] lr: 7.500e-03, eta: 15:38:07, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.4990, top5_acc: 0.7844, loss_cls: 1.9809, loss: 1.9809, grad_norm: 7.0604 2020-10-11 07:51:12,227 - mmaction - INFO - Epoch [19][1760/1793] lr: 7.500e-03, eta: 15:37:50, time: 1.098, data_time: 0.006, memory: 10390, top1_acc: 0.5323, top5_acc: 0.8000, loss_cls: 1.8570, loss: 1.8570, grad_norm: 6.9354 2020-10-11 07:51:32,885 - mmaction - INFO - Epoch [19][1780/1793] lr: 7.500e-03, eta: 15:37:30, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7781, loss_cls: 1.9957, loss: 1.9957, grad_norm: 6.9546 2020-10-11 07:51:45,750 - mmaction - INFO - Saving checkpoint at 19 epochs 2020-10-11 07:52:13,891 - mmaction - INFO - Epoch [20][20/1793] lr: 7.500e-03, eta: 15:36:45, time: 1.302, data_time: 0.360, memory: 10390, top1_acc: 0.5396, top5_acc: 0.8083, loss_cls: 1.8524, loss: 1.8524, grad_norm: 6.9062 2020-10-11 07:52:34,103 - mmaction - INFO - Epoch [20][40/1793] lr: 7.500e-03, eta: 15:36:25, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.5438, top5_acc: 0.8135, loss_cls: 1.7712, loss: 1.7712, grad_norm: 6.8923 2020-10-11 07:52:54,569 - mmaction - INFO - Epoch [20][60/1793] lr: 7.500e-03, eta: 15:36:05, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7750, loss_cls: 1.9623, loss: 1.9623, grad_norm: 7.2070 2020-10-11 07:53:15,410 - mmaction - INFO - Epoch [20][80/1793] lr: 7.500e-03, eta: 15:35:45, time: 1.043, data_time: 0.003, memory: 10390, top1_acc: 0.5375, top5_acc: 0.8031, loss_cls: 1.8185, loss: 1.8185, grad_norm: 7.0839 2020-10-11 07:53:36,260 - mmaction - INFO - Epoch [20][100/1793] lr: 7.500e-03, eta: 15:35:26, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.5125, top5_acc: 0.7708, loss_cls: 1.9949, loss: 1.9949, grad_norm: 7.3359 2020-10-11 07:53:57,508 - mmaction - INFO - Epoch [20][120/1793] lr: 7.500e-03, eta: 15:35:08, time: 1.062, data_time: 0.002, memory: 10390, top1_acc: 0.5260, top5_acc: 0.8167, loss_cls: 1.7988, loss: 1.7988, grad_norm: 7.1487 2020-10-11 07:54:18,814 - mmaction - INFO - Epoch [20][140/1793] lr: 7.500e-03, eta: 15:34:49, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.5573, top5_acc: 0.8083, loss_cls: 1.7827, loss: 1.7827, grad_norm: 6.8742 2020-10-11 07:54:40,299 - mmaction - INFO - Epoch [20][160/1793] lr: 7.500e-03, eta: 15:34:31, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.5458, top5_acc: 0.8125, loss_cls: 1.7908, loss: 1.7908, grad_norm: 7.0994 2020-10-11 07:55:00,062 - mmaction - INFO - Epoch [20][180/1793] lr: 7.500e-03, eta: 15:34:10, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7979, loss_cls: 1.9131, loss: 1.9131, grad_norm: 7.3824 2020-10-11 07:55:20,172 - mmaction - INFO - Epoch [20][200/1793] lr: 7.500e-03, eta: 15:33:50, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7854, loss_cls: 1.8724, loss: 1.8724, grad_norm: 7.0073 2020-10-11 07:55:42,066 - mmaction - INFO - Epoch [20][220/1793] lr: 7.500e-03, eta: 15:33:32, time: 1.093, data_time: 0.005, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7885, loss_cls: 1.8602, loss: 1.8602, grad_norm: 7.1827 2020-10-11 07:56:03,410 - mmaction - INFO - Epoch [20][240/1793] lr: 7.500e-03, eta: 15:33:14, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.5365, top5_acc: 0.8052, loss_cls: 1.8481, loss: 1.8481, grad_norm: 7.1377 2020-10-11 07:56:23,923 - mmaction - INFO - Epoch [20][260/1793] lr: 7.500e-03, eta: 15:32:54, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.5260, top5_acc: 0.7927, loss_cls: 1.8662, loss: 1.8662, grad_norm: 7.1757 2020-10-11 07:56:44,008 - mmaction - INFO - Epoch [20][280/1793] lr: 7.500e-03, eta: 15:32:33, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.5448, top5_acc: 0.8031, loss_cls: 1.8543, loss: 1.8543, grad_norm: 7.0579 2020-10-11 07:57:04,723 - mmaction - INFO - Epoch [20][300/1793] lr: 7.500e-03, eta: 15:32:14, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7979, loss_cls: 1.8945, loss: 1.8945, grad_norm: 7.0508 2020-10-11 07:57:24,766 - mmaction - INFO - Epoch [20][320/1793] lr: 7.500e-03, eta: 15:31:53, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7969, loss_cls: 1.8470, loss: 1.8470, grad_norm: 7.0474 2020-10-11 07:57:45,143 - mmaction - INFO - Epoch [20][340/1793] lr: 7.500e-03, eta: 15:31:33, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7667, loss_cls: 1.9883, loss: 1.9883, grad_norm: 7.3584 2020-10-11 07:58:05,352 - mmaction - INFO - Epoch [20][360/1793] lr: 7.500e-03, eta: 15:31:13, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7781, loss_cls: 1.9223, loss: 1.9223, grad_norm: 7.1915 2020-10-11 07:58:25,588 - mmaction - INFO - Epoch [20][380/1793] lr: 7.500e-03, eta: 15:30:53, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.5375, top5_acc: 0.7927, loss_cls: 1.8538, loss: 1.8538, grad_norm: 7.0777 2020-10-11 07:58:45,996 - mmaction - INFO - Epoch [20][400/1793] lr: 7.500e-03, eta: 15:30:33, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7958, loss_cls: 1.9094, loss: 1.9094, grad_norm: 7.0099 2020-10-11 07:59:06,235 - mmaction - INFO - Epoch [20][420/1793] lr: 7.500e-03, eta: 15:30:13, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.5344, top5_acc: 0.7865, loss_cls: 1.8550, loss: 1.8550, grad_norm: 6.8393 2020-10-11 07:59:26,486 - mmaction - INFO - Epoch [20][440/1793] lr: 7.500e-03, eta: 15:29:52, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.5479, top5_acc: 0.8104, loss_cls: 1.7791, loss: 1.7791, grad_norm: 7.4891 2020-10-11 07:59:46,985 - mmaction - INFO - Epoch [20][460/1793] lr: 7.500e-03, eta: 15:29:32, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7771, loss_cls: 1.9142, loss: 1.9142, grad_norm: 7.0160 2020-10-11 08:00:08,782 - mmaction - INFO - Epoch [20][480/1793] lr: 7.500e-03, eta: 15:29:14, time: 1.079, data_time: 0.003, memory: 10390, top1_acc: 0.5156, top5_acc: 0.7948, loss_cls: 1.8400, loss: 1.8400, grad_norm: 7.2631 2020-10-11 08:00:28,827 - mmaction - INFO - Epoch [20][500/1793] lr: 7.500e-03, eta: 15:28:54, time: 1.013, data_time: 0.021, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7906, loss_cls: 1.9604, loss: 1.9604, grad_norm: 7.1187 2020-10-11 08:00:48,590 - mmaction - INFO - Epoch [20][520/1793] lr: 7.500e-03, eta: 15:28:33, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.5354, top5_acc: 0.7875, loss_cls: 1.8144, loss: 1.8144, grad_norm: 7.2250 2020-10-11 08:01:09,847 - mmaction - INFO - Epoch [20][540/1793] lr: 7.500e-03, eta: 15:28:15, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.5542, top5_acc: 0.8104, loss_cls: 1.8085, loss: 1.8085, grad_norm: 7.0148 2020-10-11 08:01:29,527 - mmaction - INFO - Epoch [20][560/1793] lr: 7.500e-03, eta: 15:27:53, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.5146, top5_acc: 0.7823, loss_cls: 1.9402, loss: 1.9402, grad_norm: 7.1518 2020-10-11 08:01:49,593 - mmaction - INFO - Epoch [20][580/1793] lr: 7.500e-03, eta: 15:27:33, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.5177, top5_acc: 0.7688, loss_cls: 1.9636, loss: 1.9636, grad_norm: 7.4919 2020-10-11 08:02:09,644 - mmaction - INFO - Epoch [20][600/1793] lr: 7.500e-03, eta: 15:27:12, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.5198, top5_acc: 0.7635, loss_cls: 1.9747, loss: 1.9747, grad_norm: 7.3850 2020-10-11 08:02:29,581 - mmaction - INFO - Epoch [20][620/1793] lr: 7.500e-03, eta: 15:26:52, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7625, loss_cls: 2.0128, loss: 2.0128, grad_norm: 7.3758 2020-10-11 08:02:50,277 - mmaction - INFO - Epoch [20][640/1793] lr: 7.500e-03, eta: 15:26:32, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.4896, top5_acc: 0.7625, loss_cls: 2.0206, loss: 2.0206, grad_norm: 7.3146 2020-10-11 08:03:09,910 - mmaction - INFO - Epoch [20][660/1793] lr: 7.500e-03, eta: 15:26:11, time: 0.983, data_time: 0.004, memory: 10390, top1_acc: 0.4958, top5_acc: 0.7885, loss_cls: 1.9471, loss: 1.9471, grad_norm: 7.2938 2020-10-11 08:03:30,051 - mmaction - INFO - Epoch [20][680/1793] lr: 7.500e-03, eta: 15:25:51, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.5042, top5_acc: 0.7729, loss_cls: 1.9959, loss: 1.9959, grad_norm: 7.3922 2020-10-11 08:03:49,867 - mmaction - INFO - Epoch [20][700/1793] lr: 7.500e-03, eta: 15:25:30, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.4979, top5_acc: 0.7708, loss_cls: 2.0008, loss: 2.0008, grad_norm: 7.3059 2020-10-11 08:04:10,373 - mmaction - INFO - Epoch [20][720/1793] lr: 7.500e-03, eta: 15:25:10, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.5417, top5_acc: 0.7937, loss_cls: 1.8573, loss: 1.8573, grad_norm: 7.1180 2020-10-11 08:04:29,801 - mmaction - INFO - Epoch [20][740/1793] lr: 7.500e-03, eta: 15:24:48, time: 0.971, data_time: 0.002, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7760, loss_cls: 1.9550, loss: 1.9550, grad_norm: 7.1873 2020-10-11 08:04:50,029 - mmaction - INFO - Epoch [20][760/1793] lr: 7.500e-03, eta: 15:24:28, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7792, loss_cls: 1.9772, loss: 1.9772, grad_norm: 7.1154 2020-10-11 08:05:10,678 - mmaction - INFO - Epoch [20][780/1793] lr: 7.500e-03, eta: 15:24:09, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.5281, top5_acc: 0.8000, loss_cls: 1.8476, loss: 1.8476, grad_norm: 6.7811 2020-10-11 08:05:30,383 - mmaction - INFO - Epoch [20][800/1793] lr: 7.500e-03, eta: 15:23:48, time: 0.985, data_time: 0.002, memory: 10390, top1_acc: 0.5104, top5_acc: 0.7906, loss_cls: 1.9329, loss: 1.9329, grad_norm: 7.0468 2020-10-11 08:05:50,663 - mmaction - INFO - Epoch [20][820/1793] lr: 7.500e-03, eta: 15:23:27, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.5292, top5_acc: 0.7802, loss_cls: 1.9024, loss: 1.9024, grad_norm: 7.0415 2020-10-11 08:06:11,080 - mmaction - INFO - Epoch [20][840/1793] lr: 7.500e-03, eta: 15:23:07, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7635, loss_cls: 1.9778, loss: 1.9778, grad_norm: 7.1512 2020-10-11 08:06:31,396 - mmaction - INFO - Epoch [20][860/1793] lr: 7.500e-03, eta: 15:22:47, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.8021, loss_cls: 1.8892, loss: 1.8892, grad_norm: 6.7549 2020-10-11 08:06:51,974 - mmaction - INFO - Epoch [20][880/1793] lr: 7.500e-03, eta: 15:22:28, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7635, loss_cls: 1.9694, loss: 1.9694, grad_norm: 7.3238 2020-10-11 08:07:12,519 - mmaction - INFO - Epoch [20][900/1793] lr: 7.500e-03, eta: 15:22:08, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7875, loss_cls: 1.8930, loss: 1.8930, grad_norm: 7.2291 2020-10-11 08:07:33,029 - mmaction - INFO - Epoch [20][920/1793] lr: 7.500e-03, eta: 15:21:48, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7698, loss_cls: 1.9890, loss: 1.9890, grad_norm: 7.3244 2020-10-11 08:07:53,466 - mmaction - INFO - Epoch [20][940/1793] lr: 7.500e-03, eta: 15:21:28, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7958, loss_cls: 1.8891, loss: 1.8891, grad_norm: 7.4086 2020-10-11 08:08:14,274 - mmaction - INFO - Epoch [20][960/1793] lr: 7.500e-03, eta: 15:21:09, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7885, loss_cls: 1.9040, loss: 1.9040, grad_norm: 7.0783 2020-10-11 08:08:34,074 - mmaction - INFO - Epoch [20][980/1793] lr: 7.500e-03, eta: 15:20:48, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7833, loss_cls: 1.9098, loss: 1.9098, grad_norm: 6.8562 2020-10-11 08:08:53,774 - mmaction - INFO - Epoch [20][1000/1793] lr: 7.500e-03, eta: 15:20:27, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7740, loss_cls: 1.9088, loss: 1.9088, grad_norm: 7.1184 2020-10-11 08:09:14,274 - mmaction - INFO - Epoch [20][1020/1793] lr: 7.500e-03, eta: 15:20:07, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.5135, top5_acc: 0.7812, loss_cls: 1.9355, loss: 1.9355, grad_norm: 7.2845 2020-10-11 08:09:34,001 - mmaction - INFO - Epoch [20][1040/1793] lr: 7.500e-03, eta: 15:19:46, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.5229, top5_acc: 0.7760, loss_cls: 1.9400, loss: 1.9400, grad_norm: 7.0375 2020-10-11 08:09:54,229 - mmaction - INFO - Epoch [20][1060/1793] lr: 7.500e-03, eta: 15:19:26, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.4948, top5_acc: 0.7646, loss_cls: 2.0053, loss: 2.0053, grad_norm: 7.2919 2020-10-11 08:10:13,715 - mmaction - INFO - Epoch [20][1080/1793] lr: 7.500e-03, eta: 15:19:04, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.5448, top5_acc: 0.8000, loss_cls: 1.8302, loss: 1.8302, grad_norm: 6.9685 2020-10-11 08:10:33,901 - mmaction - INFO - Epoch [20][1100/1793] lr: 7.500e-03, eta: 15:18:44, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 1.9272, loss: 1.9272, grad_norm: 6.8468 2020-10-11 08:10:53,707 - mmaction - INFO - Epoch [20][1120/1793] lr: 7.500e-03, eta: 15:18:23, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.5490, top5_acc: 0.8063, loss_cls: 1.7518, loss: 1.7518, grad_norm: 6.7736 2020-10-11 08:11:13,514 - mmaction - INFO - Epoch [20][1140/1793] lr: 7.500e-03, eta: 15:18:02, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7885, loss_cls: 1.8760, loss: 1.8760, grad_norm: 6.9222 2020-10-11 08:11:33,325 - mmaction - INFO - Epoch [20][1160/1793] lr: 7.500e-03, eta: 15:17:41, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.5208, top5_acc: 0.8042, loss_cls: 1.8401, loss: 1.8401, grad_norm: 7.1763 2020-10-11 08:11:53,161 - mmaction - INFO - Epoch [20][1180/1793] lr: 7.500e-03, eta: 15:17:20, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.5302, top5_acc: 0.8000, loss_cls: 1.8540, loss: 1.8540, grad_norm: 6.9958 2020-10-11 08:12:12,892 - mmaction - INFO - Epoch [20][1200/1793] lr: 7.500e-03, eta: 15:16:59, time: 0.986, data_time: 0.005, memory: 10390, top1_acc: 0.5177, top5_acc: 0.8010, loss_cls: 1.9269, loss: 1.9269, grad_norm: 7.1274 2020-10-11 08:12:32,748 - mmaction - INFO - Epoch [20][1220/1793] lr: 7.500e-03, eta: 15:16:39, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.5187, top5_acc: 0.7833, loss_cls: 1.8954, loss: 1.8954, grad_norm: 7.1965 2020-10-11 08:12:52,872 - mmaction - INFO - Epoch [20][1240/1793] lr: 7.500e-03, eta: 15:16:18, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.4833, top5_acc: 0.7604, loss_cls: 2.0599, loss: 2.0599, grad_norm: 7.3198 2020-10-11 08:13:12,636 - mmaction - INFO - Epoch [20][1260/1793] lr: 7.500e-03, eta: 15:15:57, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.5187, top5_acc: 0.7875, loss_cls: 1.8870, loss: 1.8870, grad_norm: 6.9636 2020-10-11 08:13:32,258 - mmaction - INFO - Epoch [20][1280/1793] lr: 7.500e-03, eta: 15:15:36, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.5333, top5_acc: 0.8094, loss_cls: 1.8009, loss: 1.8009, grad_norm: 6.8634 2020-10-11 08:13:52,430 - mmaction - INFO - Epoch [20][1300/1793] lr: 7.500e-03, eta: 15:15:16, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7844, loss_cls: 1.9718, loss: 1.9718, grad_norm: 7.4299 2020-10-11 08:14:12,287 - mmaction - INFO - Epoch [20][1320/1793] lr: 7.500e-03, eta: 15:14:55, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.5052, top5_acc: 0.7594, loss_cls: 2.0119, loss: 2.0119, grad_norm: 7.0859 2020-10-11 08:14:32,187 - mmaction - INFO - Epoch [20][1340/1793] lr: 7.500e-03, eta: 15:14:34, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.5073, top5_acc: 0.7927, loss_cls: 1.8971, loss: 1.8971, grad_norm: 7.1429 2020-10-11 08:14:51,649 - mmaction - INFO - Epoch [20][1360/1793] lr: 7.500e-03, eta: 15:14:13, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.5281, top5_acc: 0.7865, loss_cls: 1.9504, loss: 1.9504, grad_norm: 6.8238 2020-10-11 08:15:11,701 - mmaction - INFO - Epoch [20][1380/1793] lr: 7.500e-03, eta: 15:13:52, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.5000, top5_acc: 0.7667, loss_cls: 1.9843, loss: 1.9843, grad_norm: 7.2031 2020-10-11 08:15:31,857 - mmaction - INFO - Epoch [20][1400/1793] lr: 7.500e-03, eta: 15:13:32, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.5208, top5_acc: 0.7854, loss_cls: 1.8891, loss: 1.8891, grad_norm: 7.0214 2020-10-11 08:15:51,032 - mmaction - INFO - Epoch [20][1420/1793] lr: 7.500e-03, eta: 15:13:10, time: 0.959, data_time: 0.003, memory: 10390, top1_acc: 0.5312, top5_acc: 0.7969, loss_cls: 1.8263, loss: 1.8263, grad_norm: 7.0184 2020-10-11 08:16:10,790 - mmaction - INFO - Epoch [20][1440/1793] lr: 7.500e-03, eta: 15:12:49, time: 0.988, data_time: 0.007, memory: 10390, top1_acc: 0.5031, top5_acc: 0.7969, loss_cls: 1.8936, loss: 1.8936, grad_norm: 7.2761 2020-10-11 08:16:30,940 - mmaction - INFO - Epoch [20][1460/1793] lr: 7.500e-03, eta: 15:12:29, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.5406, top5_acc: 0.7917, loss_cls: 1.9255, loss: 1.9255, grad_norm: 7.3034 2020-10-11 08:16:50,764 - mmaction - INFO - Epoch [20][1480/1793] lr: 7.500e-03, eta: 15:12:08, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.5250, top5_acc: 0.7896, loss_cls: 1.8785, loss: 1.8785, grad_norm: 7.0189 2020-10-11 08:17:11,197 - mmaction - INFO - Epoch [20][1500/1793] lr: 7.500e-03, eta: 15:11:48, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7937, loss_cls: 1.8827, loss: 1.8827, grad_norm: 7.1004 2020-10-11 08:17:31,139 - mmaction - INFO - Epoch [20][1520/1793] lr: 7.500e-03, eta: 15:11:27, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.5083, top5_acc: 0.7917, loss_cls: 1.9075, loss: 1.9075, grad_norm: 7.3701 2020-10-11 08:17:51,570 - mmaction - INFO - Epoch [20][1540/1793] lr: 7.500e-03, eta: 15:11:07, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7948, loss_cls: 1.8567, loss: 1.8567, grad_norm: 7.2370 2020-10-11 08:18:12,578 - mmaction - INFO - Epoch [20][1560/1793] lr: 7.500e-03, eta: 15:10:48, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.5094, top5_acc: 0.7760, loss_cls: 1.9339, loss: 1.9339, grad_norm: 6.8825 2020-10-11 08:18:34,312 - mmaction - INFO - Epoch [20][1580/1793] lr: 7.500e-03, eta: 15:10:30, time: 1.088, data_time: 0.006, memory: 10390, top1_acc: 0.5010, top5_acc: 0.7667, loss_cls: 1.9722, loss: 1.9722, grad_norm: 7.0843 2020-10-11 08:18:54,535 - mmaction - INFO - Epoch [20][1600/1793] lr: 7.500e-03, eta: 15:10:10, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.5510, top5_acc: 0.7896, loss_cls: 1.8561, loss: 1.8561, grad_norm: 7.0051 2020-10-11 08:19:15,140 - mmaction - INFO - Epoch [20][1620/1793] lr: 7.500e-03, eta: 15:09:50, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.5490, top5_acc: 0.7938, loss_cls: 1.8980, loss: 1.8980, grad_norm: 7.1826 2020-10-11 08:19:36,509 - mmaction - INFO - Epoch [20][1640/1793] lr: 7.500e-03, eta: 15:09:32, time: 1.071, data_time: 0.007, memory: 10390, top1_acc: 0.4875, top5_acc: 0.7708, loss_cls: 2.0105, loss: 2.0105, grad_norm: 7.2859 2020-10-11 08:19:57,192 - mmaction - INFO - Epoch [20][1660/1793] lr: 7.500e-03, eta: 15:09:12, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.5219, top5_acc: 0.7854, loss_cls: 1.8745, loss: 1.8745, grad_norm: 6.8610 2020-10-11 08:20:18,514 - mmaction - INFO - Epoch [20][1680/1793] lr: 7.500e-03, eta: 15:08:54, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.5115, top5_acc: 0.7823, loss_cls: 1.9834, loss: 1.9834, grad_norm: 7.1320 2020-10-11 08:20:39,343 - mmaction - INFO - Epoch [20][1700/1793] lr: 7.500e-03, eta: 15:08:34, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.5167, top5_acc: 0.7813, loss_cls: 1.9793, loss: 1.9793, grad_norm: 7.0157 2020-10-11 08:21:00,761 - mmaction - INFO - Epoch [20][1720/1793] lr: 7.500e-03, eta: 15:08:16, time: 1.070, data_time: 0.003, memory: 10390, top1_acc: 0.5188, top5_acc: 0.7802, loss_cls: 1.9779, loss: 1.9779, grad_norm: 6.8262 2020-10-11 08:21:22,285 - mmaction - INFO - Epoch [20][1740/1793] lr: 7.500e-03, eta: 15:07:58, time: 1.075, data_time: 0.006, memory: 10390, top1_acc: 0.5427, top5_acc: 0.8010, loss_cls: 1.8410, loss: 1.8410, grad_norm: 6.7479 2020-10-11 08:21:43,405 - mmaction - INFO - Epoch [20][1760/1793] lr: 7.500e-03, eta: 15:07:39, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.5302, top5_acc: 0.7844, loss_cls: 1.9113, loss: 1.9113, grad_norm: 7.1386 2020-10-11 08:22:04,786 - mmaction - INFO - Epoch [20][1780/1793] lr: 7.500e-03, eta: 15:07:20, time: 1.069, data_time: 0.002, memory: 10390, top1_acc: 0.5313, top5_acc: 0.7990, loss_cls: 1.8690, loss: 1.8690, grad_norm: 7.2853 2020-10-11 08:22:17,990 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-11 08:22:50,833 - mmaction - INFO - Epoch [21][20/1793] lr: 7.500e-04, eta: 15:06:44, time: 1.567, data_time: 0.655, memory: 10390, top1_acc: 0.5490, top5_acc: 0.8177, loss_cls: 1.8001, loss: 1.8001, grad_norm: 6.8537 2020-10-11 08:23:10,748 - mmaction - INFO - Epoch [21][40/1793] lr: 7.500e-04, eta: 15:06:23, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.5479, top5_acc: 0.8146, loss_cls: 1.7331, loss: 1.7331, grad_norm: 6.8420 2020-10-11 08:23:31,954 - mmaction - INFO - Epoch [21][60/1793] lr: 7.500e-04, eta: 15:06:04, time: 1.060, data_time: 0.004, memory: 10390, top1_acc: 0.5594, top5_acc: 0.8281, loss_cls: 1.6882, loss: 1.6882, grad_norm: 6.7102 2020-10-11 08:23:53,737 - mmaction - INFO - Epoch [21][80/1793] lr: 7.500e-04, eta: 15:05:46, time: 1.090, data_time: 0.004, memory: 10390, top1_acc: 0.5698, top5_acc: 0.8146, loss_cls: 1.6710, loss: 1.6710, grad_norm: 6.5912 2020-10-11 08:24:16,177 - mmaction - INFO - Epoch [21][100/1793] lr: 7.500e-04, eta: 15:05:29, time: 1.121, data_time: 0.005, memory: 10390, top1_acc: 0.6062, top5_acc: 0.8344, loss_cls: 1.6244, loss: 1.6244, grad_norm: 6.4478 2020-10-11 08:24:38,198 - mmaction - INFO - Epoch [21][120/1793] lr: 7.500e-04, eta: 15:05:12, time: 1.102, data_time: 0.003, memory: 10390, top1_acc: 0.5708, top5_acc: 0.8260, loss_cls: 1.6515, loss: 1.6515, grad_norm: 6.7001 2020-10-11 08:24:59,458 - mmaction - INFO - Epoch [21][140/1793] lr: 7.500e-04, eta: 15:04:53, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.6052, top5_acc: 0.8448, loss_cls: 1.5534, loss: 1.5534, grad_norm: 6.5079 2020-10-11 08:25:22,063 - mmaction - INFO - Epoch [21][160/1793] lr: 7.500e-04, eta: 15:04:36, time: 1.128, data_time: 0.006, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8604, loss_cls: 1.4519, loss: 1.4519, grad_norm: 6.3032 2020-10-11 08:25:44,529 - mmaction - INFO - Epoch [21][180/1793] lr: 7.500e-04, eta: 15:04:19, time: 1.125, data_time: 0.006, memory: 10390, top1_acc: 0.6052, top5_acc: 0.8427, loss_cls: 1.5501, loss: 1.5501, grad_norm: 6.5597 2020-10-11 08:26:05,740 - mmaction - INFO - Epoch [21][200/1793] lr: 7.500e-04, eta: 15:04:01, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.5948, top5_acc: 0.8302, loss_cls: 1.5945, loss: 1.5945, grad_norm: 6.4913 2020-10-11 08:26:27,617 - mmaction - INFO - Epoch [21][220/1793] lr: 7.500e-04, eta: 15:03:43, time: 1.092, data_time: 0.006, memory: 10390, top1_acc: 0.6073, top5_acc: 0.8448, loss_cls: 1.5675, loss: 1.5675, grad_norm: 6.7572 2020-10-11 08:26:49,586 - mmaction - INFO - Epoch [21][240/1793] lr: 7.500e-04, eta: 15:03:25, time: 1.100, data_time: 0.005, memory: 10390, top1_acc: 0.6010, top5_acc: 0.8417, loss_cls: 1.5293, loss: 1.5293, grad_norm: 6.3228 2020-10-11 08:27:11,439 - mmaction - INFO - Epoch [21][260/1793] lr: 7.500e-04, eta: 15:03:07, time: 1.089, data_time: 0.005, memory: 10390, top1_acc: 0.5927, top5_acc: 0.8271, loss_cls: 1.6287, loss: 1.6287, grad_norm: 6.6661 2020-10-11 08:27:33,088 - mmaction - INFO - Epoch [21][280/1793] lr: 7.500e-04, eta: 15:02:49, time: 1.086, data_time: 0.007, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8698, loss_cls: 1.4629, loss: 1.4629, grad_norm: 6.4872 2020-10-11 08:27:54,849 - mmaction - INFO - Epoch [21][300/1793] lr: 7.500e-04, eta: 15:02:31, time: 1.084, data_time: 0.002, memory: 10390, top1_acc: 0.5990, top5_acc: 0.8396, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.3770 2020-10-11 08:28:16,400 - mmaction - INFO - Epoch [21][320/1793] lr: 7.500e-04, eta: 15:02:13, time: 1.081, data_time: 0.007, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8594, loss_cls: 1.4660, loss: 1.4660, grad_norm: 6.4966 2020-10-11 08:28:38,840 - mmaction - INFO - Epoch [21][340/1793] lr: 7.500e-04, eta: 15:01:56, time: 1.122, data_time: 0.006, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8531, loss_cls: 1.4808, loss: 1.4808, grad_norm: 6.5490 2020-10-11 08:29:00,804 - mmaction - INFO - Epoch [21][360/1793] lr: 7.500e-04, eta: 15:01:38, time: 1.098, data_time: 0.002, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8562, loss_cls: 1.4749, loss: 1.4749, grad_norm: 6.6004 2020-10-11 08:29:22,443 - mmaction - INFO - Epoch [21][380/1793] lr: 7.500e-04, eta: 15:01:20, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8563, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.4995 2020-10-11 08:29:44,590 - mmaction - INFO - Epoch [21][400/1793] lr: 7.500e-04, eta: 15:01:02, time: 1.109, data_time: 0.006, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8604, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.3340 2020-10-11 08:30:06,514 - mmaction - INFO - Epoch [21][420/1793] lr: 7.500e-04, eta: 15:00:45, time: 1.096, data_time: 0.003, memory: 10390, top1_acc: 0.6062, top5_acc: 0.8448, loss_cls: 1.5117, loss: 1.5117, grad_norm: 6.6189 2020-10-11 08:30:28,966 - mmaction - INFO - Epoch [21][440/1793] lr: 7.500e-04, eta: 15:00:28, time: 1.123, data_time: 0.004, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8469, loss_cls: 1.5078, loss: 1.5078, grad_norm: 6.6661 2020-10-11 08:30:51,284 - mmaction - INFO - Epoch [21][460/1793] lr: 7.500e-04, eta: 15:00:10, time: 1.116, data_time: 0.006, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8437, loss_cls: 1.5353, loss: 1.5353, grad_norm: 6.6570 2020-10-11 08:31:13,886 - mmaction - INFO - Epoch [21][480/1793] lr: 7.500e-04, eta: 14:59:54, time: 1.129, data_time: 0.006, memory: 10390, top1_acc: 0.6042, top5_acc: 0.8490, loss_cls: 1.5175, loss: 1.5175, grad_norm: 6.6820 2020-10-11 08:31:36,468 - mmaction - INFO - Epoch [21][500/1793] lr: 7.500e-04, eta: 14:59:37, time: 1.131, data_time: 0.007, memory: 10390, top1_acc: 0.6354, top5_acc: 0.8552, loss_cls: 1.4395, loss: 1.4395, grad_norm: 6.4670 2020-10-11 08:31:58,277 - mmaction - INFO - Epoch [21][520/1793] lr: 7.500e-04, eta: 14:59:19, time: 1.090, data_time: 0.002, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8531, loss_cls: 1.4304, loss: 1.4304, grad_norm: 6.5176 2020-10-11 08:32:20,240 - mmaction - INFO - Epoch [21][540/1793] lr: 7.500e-04, eta: 14:59:01, time: 1.098, data_time: 0.002, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8510, loss_cls: 1.4833, loss: 1.4833, grad_norm: 6.6998 2020-10-11 08:32:42,430 - mmaction - INFO - Epoch [21][560/1793] lr: 7.500e-04, eta: 14:58:43, time: 1.108, data_time: 0.005, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8583, loss_cls: 1.4796, loss: 1.4796, grad_norm: 6.5045 2020-10-11 08:33:05,458 - mmaction - INFO - Epoch [21][580/1793] lr: 7.500e-04, eta: 14:58:27, time: 1.153, data_time: 0.006, memory: 10390, top1_acc: 0.5875, top5_acc: 0.8292, loss_cls: 1.6114, loss: 1.6114, grad_norm: 6.9859 2020-10-11 08:33:27,745 - mmaction - INFO - Epoch [21][600/1793] lr: 7.500e-04, eta: 14:58:10, time: 1.110, data_time: 0.005, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8583, loss_cls: 1.4232, loss: 1.4232, grad_norm: 6.4769 2020-10-11 08:33:49,735 - mmaction - INFO - Epoch [21][620/1793] lr: 7.500e-04, eta: 14:57:52, time: 1.104, data_time: 0.008, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8490, loss_cls: 1.4693, loss: 1.4693, grad_norm: 6.6582 2020-10-11 08:34:12,288 - mmaction - INFO - Epoch [21][640/1793] lr: 7.500e-04, eta: 14:57:35, time: 1.124, data_time: 0.005, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8479, loss_cls: 1.4846, loss: 1.4846, grad_norm: 6.4424 2020-10-11 08:34:34,792 - mmaction - INFO - Epoch [21][660/1793] lr: 7.500e-04, eta: 14:57:18, time: 1.129, data_time: 0.007, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8667, loss_cls: 1.4113, loss: 1.4113, grad_norm: 6.3898 2020-10-11 08:34:56,930 - mmaction - INFO - Epoch [21][680/1793] lr: 7.500e-04, eta: 14:57:01, time: 1.107, data_time: 0.002, memory: 10390, top1_acc: 0.6010, top5_acc: 0.8427, loss_cls: 1.5178, loss: 1.5178, grad_norm: 6.6671 2020-10-11 08:35:19,549 - mmaction - INFO - Epoch [21][700/1793] lr: 7.500e-04, eta: 14:56:44, time: 1.129, data_time: 0.006, memory: 10390, top1_acc: 0.6063, top5_acc: 0.8479, loss_cls: 1.4904, loss: 1.4904, grad_norm: 6.6666 2020-10-11 08:35:41,663 - mmaction - INFO - Epoch [21][720/1793] lr: 7.500e-04, eta: 14:56:26, time: 1.104, data_time: 0.005, memory: 10390, top1_acc: 0.6365, top5_acc: 0.8625, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.3696 2020-10-11 08:36:03,985 - mmaction - INFO - Epoch [21][740/1793] lr: 7.500e-04, eta: 14:56:09, time: 1.119, data_time: 0.007, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8417, loss_cls: 1.4784, loss: 1.4784, grad_norm: 6.5086 2020-10-11 08:36:26,981 - mmaction - INFO - Epoch [21][760/1793] lr: 7.500e-04, eta: 14:55:53, time: 1.148, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8562, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.6225 2020-10-11 08:36:48,939 - mmaction - INFO - Epoch [21][780/1793] lr: 7.500e-04, eta: 14:55:35, time: 1.099, data_time: 0.005, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8531, loss_cls: 1.4878, loss: 1.4878, grad_norm: 6.8346 2020-10-11 08:37:11,913 - mmaction - INFO - Epoch [21][800/1793] lr: 7.500e-04, eta: 14:55:18, time: 1.147, data_time: 0.005, memory: 10390, top1_acc: 0.6031, top5_acc: 0.8458, loss_cls: 1.5261, loss: 1.5261, grad_norm: 6.9185 2020-10-11 08:37:33,906 - mmaction - INFO - Epoch [21][820/1793] lr: 7.500e-04, eta: 14:55:01, time: 1.101, data_time: 0.006, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8469, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.6981 2020-10-11 08:37:55,868 - mmaction - INFO - Epoch [21][840/1793] lr: 7.500e-04, eta: 14:54:43, time: 1.098, data_time: 0.003, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8427, loss_cls: 1.4917, loss: 1.4917, grad_norm: 6.6183 2020-10-11 08:38:18,468 - mmaction - INFO - Epoch [21][860/1793] lr: 7.500e-04, eta: 14:54:26, time: 1.128, data_time: 0.005, memory: 10390, top1_acc: 0.6073, top5_acc: 0.8417, loss_cls: 1.5091, loss: 1.5091, grad_norm: 6.8009 2020-10-11 08:38:41,157 - mmaction - INFO - Epoch [21][880/1793] lr: 7.500e-04, eta: 14:54:09, time: 1.134, data_time: 0.006, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8667, loss_cls: 1.3503, loss: 1.3503, grad_norm: 6.6596 2020-10-11 08:39:03,769 - mmaction - INFO - Epoch [21][900/1793] lr: 7.500e-04, eta: 14:53:52, time: 1.133, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8667, loss_cls: 1.3114, loss: 1.3114, grad_norm: 6.2878 2020-10-11 08:39:26,354 - mmaction - INFO - Epoch [21][920/1793] lr: 7.500e-04, eta: 14:53:35, time: 1.128, data_time: 0.006, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8542, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.4451 2020-10-11 08:39:48,914 - mmaction - INFO - Epoch [21][940/1793] lr: 7.500e-04, eta: 14:53:18, time: 1.130, data_time: 0.006, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8573, loss_cls: 1.4299, loss: 1.4299, grad_norm: 6.8392 2020-10-11 08:40:12,148 - mmaction - INFO - Epoch [21][960/1793] lr: 7.500e-04, eta: 14:53:02, time: 1.160, data_time: 0.005, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8562, loss_cls: 1.4376, loss: 1.4376, grad_norm: 6.8612 2020-10-11 08:40:33,603 - mmaction - INFO - Epoch [21][980/1793] lr: 7.500e-04, eta: 14:52:44, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8438, loss_cls: 1.4801, loss: 1.4801, grad_norm: 6.7321 2020-10-11 08:40:55,460 - mmaction - INFO - Epoch [21][1000/1793] lr: 7.500e-04, eta: 14:52:25, time: 1.093, data_time: 0.003, memory: 10390, top1_acc: 0.6125, top5_acc: 0.8646, loss_cls: 1.4167, loss: 1.4167, grad_norm: 6.8185 2020-10-11 08:41:16,933 - mmaction - INFO - Epoch [21][1020/1793] lr: 7.500e-04, eta: 14:52:07, time: 1.073, data_time: 0.002, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8646, loss_cls: 1.3905, loss: 1.3905, grad_norm: 6.5960 2020-10-11 08:41:39,126 - mmaction - INFO - Epoch [21][1040/1793] lr: 7.500e-04, eta: 14:51:49, time: 1.110, data_time: 0.006, memory: 10390, top1_acc: 0.6438, top5_acc: 0.8573, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.7722 2020-10-11 08:41:59,600 - mmaction - INFO - Epoch [21][1060/1793] lr: 7.500e-04, eta: 14:51:29, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.6115, top5_acc: 0.8573, loss_cls: 1.4643, loss: 1.4643, grad_norm: 6.9238 2020-10-11 08:42:20,789 - mmaction - INFO - Epoch [21][1080/1793] lr: 7.500e-04, eta: 14:51:10, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.6250, top5_acc: 0.8688, loss_cls: 1.3469, loss: 1.3469, grad_norm: 6.8258 2020-10-11 08:42:42,073 - mmaction - INFO - Epoch [21][1100/1793] lr: 7.500e-04, eta: 14:50:51, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8573, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.5427 2020-10-11 08:43:02,898 - mmaction - INFO - Epoch [21][1120/1793] lr: 7.500e-04, eta: 14:50:32, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8583, loss_cls: 1.4197, loss: 1.4197, grad_norm: 6.6012 2020-10-11 08:43:24,754 - mmaction - INFO - Epoch [21][1140/1793] lr: 7.500e-04, eta: 14:50:14, time: 1.090, data_time: 0.006, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8740, loss_cls: 1.3314, loss: 1.3314, grad_norm: 6.6436 2020-10-11 08:43:46,166 - mmaction - INFO - Epoch [21][1160/1793] lr: 7.500e-04, eta: 14:49:55, time: 1.071, data_time: 0.007, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8625, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.5487 2020-10-11 08:44:08,175 - mmaction - INFO - Epoch [21][1180/1793] lr: 7.500e-04, eta: 14:49:37, time: 1.102, data_time: 0.005, memory: 10390, top1_acc: 0.6229, top5_acc: 0.8542, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.8888 2020-10-11 08:44:30,016 - mmaction - INFO - Epoch [21][1200/1793] lr: 7.500e-04, eta: 14:49:19, time: 1.088, data_time: 0.006, memory: 10390, top1_acc: 0.6198, top5_acc: 0.8396, loss_cls: 1.4255, loss: 1.4255, grad_norm: 6.7662 2020-10-11 08:44:52,580 - mmaction - INFO - Epoch [21][1220/1793] lr: 7.500e-04, eta: 14:49:02, time: 1.132, data_time: 0.008, memory: 10390, top1_acc: 0.6156, top5_acc: 0.8396, loss_cls: 1.4461, loss: 1.4461, grad_norm: 6.8730 2020-10-11 08:45:14,544 - mmaction - INFO - Epoch [21][1240/1793] lr: 7.500e-04, eta: 14:48:44, time: 1.095, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8750, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.5882 2020-10-11 08:45:36,595 - mmaction - INFO - Epoch [21][1260/1793] lr: 7.500e-04, eta: 14:48:26, time: 1.106, data_time: 0.007, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8667, loss_cls: 1.3929, loss: 1.3929, grad_norm: 6.8505 2020-10-11 08:45:57,994 - mmaction - INFO - Epoch [21][1280/1793] lr: 7.500e-04, eta: 14:48:08, time: 1.070, data_time: 0.002, memory: 10390, top1_acc: 0.6302, top5_acc: 0.8552, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.9842 2020-10-11 08:46:19,993 - mmaction - INFO - Epoch [21][1300/1793] lr: 7.500e-04, eta: 14:47:50, time: 1.098, data_time: 0.004, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8635, loss_cls: 1.4180, loss: 1.4180, grad_norm: 7.0027 2020-10-11 08:46:41,199 - mmaction - INFO - Epoch [21][1320/1793] lr: 7.500e-04, eta: 14:47:31, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8615, loss_cls: 1.4023, loss: 1.4023, grad_norm: 6.8490 2020-10-11 08:47:02,448 - mmaction - INFO - Epoch [21][1340/1793] lr: 7.500e-04, eta: 14:47:12, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8667, loss_cls: 1.3432, loss: 1.3432, grad_norm: 6.3797 2020-10-11 08:47:23,863 - mmaction - INFO - Epoch [21][1360/1793] lr: 7.500e-04, eta: 14:46:53, time: 1.071, data_time: 0.003, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8562, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.9989 2020-10-11 08:47:45,080 - mmaction - INFO - Epoch [21][1380/1793] lr: 7.500e-04, eta: 14:46:34, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.6458, top5_acc: 0.8667, loss_cls: 1.3741, loss: 1.3741, grad_norm: 6.8178 2020-10-11 08:48:06,738 - mmaction - INFO - Epoch [21][1400/1793] lr: 7.500e-04, eta: 14:46:16, time: 1.083, data_time: 0.003, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8469, loss_cls: 1.4730, loss: 1.4730, grad_norm: 6.8709 2020-10-11 08:48:27,510 - mmaction - INFO - Epoch [21][1420/1793] lr: 7.500e-04, eta: 14:45:56, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8729, loss_cls: 1.3486, loss: 1.3486, grad_norm: 6.9859 2020-10-11 08:48:48,587 - mmaction - INFO - Epoch [21][1440/1793] lr: 7.500e-04, eta: 14:45:37, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8802, loss_cls: 1.3091, loss: 1.3091, grad_norm: 6.6245 2020-10-11 08:49:09,479 - mmaction - INFO - Epoch [21][1460/1793] lr: 7.500e-04, eta: 14:45:17, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8552, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.5808 2020-10-11 08:49:30,943 - mmaction - INFO - Epoch [21][1480/1793] lr: 7.500e-04, eta: 14:44:59, time: 1.076, data_time: 0.007, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8490, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.6193 2020-10-11 08:49:51,694 - mmaction - INFO - Epoch [21][1500/1793] lr: 7.500e-04, eta: 14:44:39, time: 1.038, data_time: 0.004, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8646, loss_cls: 1.2920, loss: 1.2920, grad_norm: 6.6063 2020-10-11 08:50:12,538 - mmaction - INFO - Epoch [21][1520/1793] lr: 7.500e-04, eta: 14:44:19, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.6219, top5_acc: 0.8573, loss_cls: 1.4777, loss: 1.4777, grad_norm: 6.8798 2020-10-11 08:50:33,452 - mmaction - INFO - Epoch [21][1540/1793] lr: 7.500e-04, eta: 14:44:00, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.6135, top5_acc: 0.8396, loss_cls: 1.4986, loss: 1.4986, grad_norm: 6.8757 2020-10-11 08:50:53,854 - mmaction - INFO - Epoch [21][1560/1793] lr: 7.500e-04, eta: 14:43:40, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8635, loss_cls: 1.4123, loss: 1.4123, grad_norm: 6.8725 2020-10-11 08:51:14,696 - mmaction - INFO - Epoch [21][1580/1793] lr: 7.500e-04, eta: 14:43:20, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8677, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.9441 2020-10-11 08:51:35,922 - mmaction - INFO - Epoch [21][1600/1793] lr: 7.500e-04, eta: 14:43:01, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8615, loss_cls: 1.4089, loss: 1.4089, grad_norm: 6.8736 2020-10-11 08:51:56,490 - mmaction - INFO - Epoch [21][1620/1793] lr: 7.500e-04, eta: 14:42:41, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8646, loss_cls: 1.3410, loss: 1.3410, grad_norm: 6.8291 2020-10-11 08:52:17,167 - mmaction - INFO - Epoch [21][1640/1793] lr: 7.500e-04, eta: 14:42:22, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.6188, top5_acc: 0.8594, loss_cls: 1.4500, loss: 1.4500, grad_norm: 7.0382 2020-10-11 08:52:37,761 - mmaction - INFO - Epoch [21][1660/1793] lr: 7.500e-04, eta: 14:42:02, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8750, loss_cls: 1.3753, loss: 1.3753, grad_norm: 6.7797 2020-10-11 08:52:58,421 - mmaction - INFO - Epoch [21][1680/1793] lr: 7.500e-04, eta: 14:41:42, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8500, loss_cls: 1.4686, loss: 1.4686, grad_norm: 7.0653 2020-10-11 08:53:18,747 - mmaction - INFO - Epoch [21][1700/1793] lr: 7.500e-04, eta: 14:41:22, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8583, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.7641 2020-10-11 08:53:39,253 - mmaction - INFO - Epoch [21][1720/1793] lr: 7.500e-04, eta: 14:41:02, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8656, loss_cls: 1.3756, loss: 1.3756, grad_norm: 6.7237 2020-10-11 08:53:59,649 - mmaction - INFO - Epoch [21][1740/1793] lr: 7.500e-04, eta: 14:40:41, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8656, loss_cls: 1.3650, loss: 1.3650, grad_norm: 6.8137 2020-10-11 08:54:20,324 - mmaction - INFO - Epoch [21][1760/1793] lr: 7.500e-04, eta: 14:40:22, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8698, loss_cls: 1.3295, loss: 1.3295, grad_norm: 6.5670 2020-10-11 08:54:40,196 - mmaction - INFO - Epoch [21][1780/1793] lr: 7.500e-04, eta: 14:40:01, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8542, loss_cls: 1.4024, loss: 1.4024, grad_norm: 6.8383 2020-10-11 08:54:53,188 - mmaction - INFO - Saving checkpoint at 21 epochs 2020-10-11 08:55:21,571 - mmaction - INFO - Epoch [22][20/1793] lr: 7.500e-04, eta: 14:39:20, time: 1.397, data_time: 0.481, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8781, loss_cls: 1.3144, loss: 1.3144, grad_norm: 6.6336 2020-10-11 08:55:42,350 - mmaction - INFO - Epoch [22][40/1793] lr: 7.500e-04, eta: 14:39:00, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8812, loss_cls: 1.3077, loss: 1.3077, grad_norm: 6.7469 2020-10-11 08:56:03,466 - mmaction - INFO - Epoch [22][60/1793] lr: 7.500e-04, eta: 14:38:41, time: 1.056, data_time: 0.002, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8698, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.7664 2020-10-11 08:56:23,851 - mmaction - INFO - Epoch [22][80/1793] lr: 7.500e-04, eta: 14:38:21, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6260, top5_acc: 0.8490, loss_cls: 1.4548, loss: 1.4548, grad_norm: 6.9020 2020-10-11 08:56:45,327 - mmaction - INFO - Epoch [22][100/1793] lr: 7.500e-04, eta: 14:38:02, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8760, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.8398 2020-10-11 08:57:05,307 - mmaction - INFO - Epoch [22][120/1793] lr: 7.500e-04, eta: 14:37:41, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8698, loss_cls: 1.3575, loss: 1.3575, grad_norm: 6.7257 2020-10-11 08:57:26,611 - mmaction - INFO - Epoch [22][140/1793] lr: 7.500e-04, eta: 14:37:22, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8708, loss_cls: 1.3795, loss: 1.3795, grad_norm: 6.9204 2020-10-11 08:57:47,024 - mmaction - INFO - Epoch [22][160/1793] lr: 7.500e-04, eta: 14:37:02, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8792, loss_cls: 1.2978, loss: 1.2978, grad_norm: 6.6135 2020-10-11 08:58:07,751 - mmaction - INFO - Epoch [22][180/1793] lr: 7.500e-04, eta: 14:36:42, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8646, loss_cls: 1.3199, loss: 1.3199, grad_norm: 6.4826 2020-10-11 08:58:28,903 - mmaction - INFO - Epoch [22][200/1793] lr: 7.500e-04, eta: 14:36:23, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8729, loss_cls: 1.2914, loss: 1.2914, grad_norm: 6.4545 2020-10-11 08:58:48,519 - mmaction - INFO - Epoch [22][220/1793] lr: 7.500e-04, eta: 14:36:02, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8583, loss_cls: 1.3896, loss: 1.3896, grad_norm: 6.9459 2020-10-11 08:59:08,594 - mmaction - INFO - Epoch [22][240/1793] lr: 7.500e-04, eta: 14:35:41, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8667, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.9187 2020-10-11 08:59:28,885 - mmaction - INFO - Epoch [22][260/1793] lr: 7.500e-04, eta: 14:35:21, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.6406, top5_acc: 0.8688, loss_cls: 1.3524, loss: 1.3524, grad_norm: 7.0187 2020-10-11 08:59:48,834 - mmaction - INFO - Epoch [22][280/1793] lr: 7.500e-04, eta: 14:35:00, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8646, loss_cls: 1.3516, loss: 1.3516, grad_norm: 6.9655 2020-10-11 09:00:10,069 - mmaction - INFO - Epoch [22][300/1793] lr: 7.500e-04, eta: 14:34:41, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8792, loss_cls: 1.2711, loss: 1.2711, grad_norm: 6.7187 2020-10-11 09:00:30,007 - mmaction - INFO - Epoch [22][320/1793] lr: 7.500e-04, eta: 14:34:20, time: 1.001, data_time: 0.014, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8792, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.7813 2020-10-11 09:00:49,981 - mmaction - INFO - Epoch [22][340/1793] lr: 7.500e-04, eta: 14:34:00, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8583, loss_cls: 1.3633, loss: 1.3633, grad_norm: 6.6632 2020-10-11 09:01:10,145 - mmaction - INFO - Epoch [22][360/1793] lr: 7.500e-04, eta: 14:33:39, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8646, loss_cls: 1.3223, loss: 1.3223, grad_norm: 6.8311 2020-10-11 09:01:30,272 - mmaction - INFO - Epoch [22][380/1793] lr: 7.500e-04, eta: 14:33:19, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8802, loss_cls: 1.3364, loss: 1.3364, grad_norm: 7.0241 2020-10-11 09:01:50,811 - mmaction - INFO - Epoch [22][400/1793] lr: 7.500e-04, eta: 14:32:59, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8667, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.9294 2020-10-11 09:02:11,063 - mmaction - INFO - Epoch [22][420/1793] lr: 7.500e-04, eta: 14:32:38, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8740, loss_cls: 1.3052, loss: 1.3052, grad_norm: 7.1395 2020-10-11 09:02:31,442 - mmaction - INFO - Epoch [22][440/1793] lr: 7.500e-04, eta: 14:32:18, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8729, loss_cls: 1.3298, loss: 1.3298, grad_norm: 6.8807 2020-10-11 09:02:52,088 - mmaction - INFO - Epoch [22][460/1793] lr: 7.500e-04, eta: 14:31:58, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8698, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.8468 2020-10-11 09:03:12,731 - mmaction - INFO - Epoch [22][480/1793] lr: 7.500e-04, eta: 14:31:38, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8865, loss_cls: 1.2997, loss: 1.2997, grad_norm: 7.0575 2020-10-11 09:03:32,685 - mmaction - INFO - Epoch [22][500/1793] lr: 7.500e-04, eta: 14:31:18, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8927, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.9860 2020-10-11 09:03:53,039 - mmaction - INFO - Epoch [22][520/1793] lr: 7.500e-04, eta: 14:30:57, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.6479, top5_acc: 0.8656, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.9073 2020-10-11 09:04:12,914 - mmaction - INFO - Epoch [22][540/1793] lr: 7.500e-04, eta: 14:30:36, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3666, loss: 1.3666, grad_norm: 7.0494 2020-10-11 09:04:32,962 - mmaction - INFO - Epoch [22][560/1793] lr: 7.500e-04, eta: 14:30:16, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8615, loss_cls: 1.3692, loss: 1.3692, grad_norm: 7.2294 2020-10-11 09:04:53,179 - mmaction - INFO - Epoch [22][580/1793] lr: 7.500e-04, eta: 14:29:55, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8573, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.6263 2020-10-11 09:05:13,288 - mmaction - INFO - Epoch [22][600/1793] lr: 7.500e-04, eta: 14:29:35, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8625, loss_cls: 1.3163, loss: 1.3163, grad_norm: 6.8675 2020-10-11 09:05:33,670 - mmaction - INFO - Epoch [22][620/1793] lr: 7.500e-04, eta: 14:29:15, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8615, loss_cls: 1.3834, loss: 1.3834, grad_norm: 7.0077 2020-10-11 09:05:53,220 - mmaction - INFO - Epoch [22][640/1793] lr: 7.500e-04, eta: 14:28:53, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8500, loss_cls: 1.4330, loss: 1.4330, grad_norm: 7.1686 2020-10-11 09:06:13,705 - mmaction - INFO - Epoch [22][660/1793] lr: 7.500e-04, eta: 14:28:33, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8906, loss_cls: 1.2517, loss: 1.2517, grad_norm: 7.0055 2020-10-11 09:06:33,677 - mmaction - INFO - Epoch [22][680/1793] lr: 7.500e-04, eta: 14:28:12, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8521, loss_cls: 1.3934, loss: 1.3934, grad_norm: 6.8905 2020-10-11 09:06:53,954 - mmaction - INFO - Epoch [22][700/1793] lr: 7.500e-04, eta: 14:27:52, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8635, loss_cls: 1.3535, loss: 1.3535, grad_norm: 6.9051 2020-10-11 09:07:13,780 - mmaction - INFO - Epoch [22][720/1793] lr: 7.500e-04, eta: 14:27:31, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.6396, top5_acc: 0.8688, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.9005 2020-10-11 09:07:34,043 - mmaction - INFO - Epoch [22][740/1793] lr: 7.500e-04, eta: 14:27:11, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8792, loss_cls: 1.2404, loss: 1.2404, grad_norm: 6.6752 2020-10-11 09:07:54,329 - mmaction - INFO - Epoch [22][760/1793] lr: 7.500e-04, eta: 14:26:51, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8500, loss_cls: 1.3861, loss: 1.3861, grad_norm: 7.0003 2020-10-11 09:08:14,990 - mmaction - INFO - Epoch [22][780/1793] lr: 7.500e-04, eta: 14:26:31, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8646, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.7770 2020-10-11 09:08:35,581 - mmaction - INFO - Epoch [22][800/1793] lr: 7.500e-04, eta: 14:26:11, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8646, loss_cls: 1.3786, loss: 1.3786, grad_norm: 7.0774 2020-10-11 09:08:55,409 - mmaction - INFO - Epoch [22][820/1793] lr: 7.500e-04, eta: 14:25:50, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8844, loss_cls: 1.2797, loss: 1.2797, grad_norm: 6.7796 2020-10-11 09:09:15,516 - mmaction - INFO - Epoch [22][840/1793] lr: 7.500e-04, eta: 14:25:29, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6208, top5_acc: 0.8719, loss_cls: 1.3854, loss: 1.3854, grad_norm: 7.2940 2020-10-11 09:09:35,617 - mmaction - INFO - Epoch [22][860/1793] lr: 7.500e-04, eta: 14:25:09, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8750, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.8989 2020-10-11 09:09:55,897 - mmaction - INFO - Epoch [22][880/1793] lr: 7.500e-04, eta: 14:24:48, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8719, loss_cls: 1.3317, loss: 1.3317, grad_norm: 7.0967 2020-10-11 09:10:16,488 - mmaction - INFO - Epoch [22][900/1793] lr: 7.500e-04, eta: 14:24:28, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8896, loss_cls: 1.2750, loss: 1.2750, grad_norm: 7.0057 2020-10-11 09:10:36,083 - mmaction - INFO - Epoch [22][920/1793] lr: 7.500e-04, eta: 14:24:07, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8844, loss_cls: 1.2426, loss: 1.2426, grad_norm: 6.8349 2020-10-11 09:10:55,815 - mmaction - INFO - Epoch [22][940/1793] lr: 7.500e-04, eta: 14:23:46, time: 0.986, data_time: 0.003, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8469, loss_cls: 1.4290, loss: 1.4290, grad_norm: 7.3616 2020-10-11 09:11:15,379 - mmaction - INFO - Epoch [22][960/1793] lr: 7.500e-04, eta: 14:23:25, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8802, loss_cls: 1.2500, loss: 1.2500, grad_norm: 6.7505 2020-10-11 09:11:35,556 - mmaction - INFO - Epoch [22][980/1793] lr: 7.500e-04, eta: 14:23:04, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8802, loss_cls: 1.2550, loss: 1.2550, grad_norm: 6.8019 2020-10-11 09:11:55,443 - mmaction - INFO - Epoch [22][1000/1793] lr: 7.500e-04, eta: 14:22:44, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8698, loss_cls: 1.3250, loss: 1.3250, grad_norm: 7.0388 2020-10-11 09:12:15,919 - mmaction - INFO - Epoch [22][1020/1793] lr: 7.500e-04, eta: 14:22:24, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.6417, top5_acc: 0.8677, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.9350 2020-10-11 09:12:35,519 - mmaction - INFO - Epoch [22][1040/1793] lr: 7.500e-04, eta: 14:22:02, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6323, top5_acc: 0.8573, loss_cls: 1.4332, loss: 1.4332, grad_norm: 7.3654 2020-10-11 09:12:55,703 - mmaction - INFO - Epoch [22][1060/1793] lr: 7.500e-04, eta: 14:21:42, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8667, loss_cls: 1.3175, loss: 1.3175, grad_norm: 6.7452 2020-10-11 09:13:15,702 - mmaction - INFO - Epoch [22][1080/1793] lr: 7.500e-04, eta: 14:21:21, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8823, loss_cls: 1.2293, loss: 1.2293, grad_norm: 6.8674 2020-10-11 09:13:35,588 - mmaction - INFO - Epoch [22][1100/1793] lr: 7.500e-04, eta: 14:21:00, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.6177, top5_acc: 0.8625, loss_cls: 1.3903, loss: 1.3903, grad_norm: 7.1458 2020-10-11 09:13:56,010 - mmaction - INFO - Epoch [22][1120/1793] lr: 7.500e-04, eta: 14:20:40, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8750, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.6693 2020-10-11 09:14:15,735 - mmaction - INFO - Epoch [22][1140/1793] lr: 7.500e-04, eta: 14:20:19, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.6292, top5_acc: 0.8562, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.0076 2020-10-11 09:14:35,959 - mmaction - INFO - Epoch [22][1160/1793] lr: 7.500e-04, eta: 14:19:59, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8729, loss_cls: 1.3324, loss: 1.3324, grad_norm: 6.9958 2020-10-11 09:14:55,992 - mmaction - INFO - Epoch [22][1180/1793] lr: 7.500e-04, eta: 14:19:38, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.6448, top5_acc: 0.8844, loss_cls: 1.3588, loss: 1.3588, grad_norm: 7.2202 2020-10-11 09:15:15,696 - mmaction - INFO - Epoch [22][1200/1793] lr: 7.500e-04, eta: 14:19:17, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8646, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.8111 2020-10-11 09:15:36,106 - mmaction - INFO - Epoch [22][1220/1793] lr: 7.500e-04, eta: 14:18:57, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.6240, top5_acc: 0.8417, loss_cls: 1.4598, loss: 1.4598, grad_norm: 7.1413 2020-10-11 09:15:55,683 - mmaction - INFO - Epoch [22][1240/1793] lr: 7.500e-04, eta: 14:18:36, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8802, loss_cls: 1.3423, loss: 1.3423, grad_norm: 7.0744 2020-10-11 09:16:15,660 - mmaction - INFO - Epoch [22][1260/1793] lr: 7.500e-04, eta: 14:18:15, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8750, loss_cls: 1.2984, loss: 1.2984, grad_norm: 6.9741 2020-10-11 09:16:35,880 - mmaction - INFO - Epoch [22][1280/1793] lr: 7.500e-04, eta: 14:17:54, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8635, loss_cls: 1.3271, loss: 1.3271, grad_norm: 7.0273 2020-10-11 09:16:56,476 - mmaction - INFO - Epoch [22][1300/1793] lr: 7.500e-04, eta: 14:17:35, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8583, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.2055 2020-10-11 09:17:16,864 - mmaction - INFO - Epoch [22][1320/1793] lr: 7.500e-04, eta: 14:17:14, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8729, loss_cls: 1.3064, loss: 1.3064, grad_norm: 6.9323 2020-10-11 09:17:36,773 - mmaction - INFO - Epoch [22][1340/1793] lr: 7.500e-04, eta: 14:16:54, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8708, loss_cls: 1.3430, loss: 1.3430, grad_norm: 7.4239 2020-10-11 09:17:56,597 - mmaction - INFO - Epoch [22][1360/1793] lr: 7.500e-04, eta: 14:16:33, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8750, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.9355 2020-10-11 09:18:16,622 - mmaction - INFO - Epoch [22][1380/1793] lr: 7.500e-04, eta: 14:16:12, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6312, top5_acc: 0.8573, loss_cls: 1.4200, loss: 1.4200, grad_norm: 7.2813 2020-10-11 09:18:37,347 - mmaction - INFO - Epoch [22][1400/1793] lr: 7.500e-04, eta: 14:15:52, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8688, loss_cls: 1.3254, loss: 1.3254, grad_norm: 6.6878 2020-10-11 09:18:57,799 - mmaction - INFO - Epoch [22][1420/1793] lr: 7.500e-04, eta: 14:15:32, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8448, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.9489 2020-10-11 09:19:18,715 - mmaction - INFO - Epoch [22][1440/1793] lr: 7.500e-04, eta: 14:15:13, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8729, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.7709 2020-10-11 09:19:39,266 - mmaction - INFO - Epoch [22][1460/1793] lr: 7.500e-04, eta: 14:14:53, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8865, loss_cls: 1.2290, loss: 1.2290, grad_norm: 6.6021 2020-10-11 09:20:00,525 - mmaction - INFO - Epoch [22][1480/1793] lr: 7.500e-04, eta: 14:14:34, time: 1.062, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8792, loss_cls: 1.2580, loss: 1.2580, grad_norm: 6.9974 2020-10-11 09:20:21,338 - mmaction - INFO - Epoch [22][1500/1793] lr: 7.500e-04, eta: 14:14:14, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8688, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.9688 2020-10-11 09:20:42,218 - mmaction - INFO - Epoch [22][1520/1793] lr: 7.500e-04, eta: 14:13:54, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8740, loss_cls: 1.3040, loss: 1.3040, grad_norm: 6.6148 2020-10-11 09:21:02,925 - mmaction - INFO - Epoch [22][1540/1793] lr: 7.500e-04, eta: 14:13:35, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8760, loss_cls: 1.2664, loss: 1.2664, grad_norm: 6.9426 2020-10-11 09:21:24,242 - mmaction - INFO - Epoch [22][1560/1793] lr: 7.500e-04, eta: 14:13:16, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8698, loss_cls: 1.3231, loss: 1.3231, grad_norm: 7.0150 2020-10-11 09:21:45,487 - mmaction - INFO - Epoch [22][1580/1793] lr: 7.500e-04, eta: 14:12:57, time: 1.066, data_time: 0.007, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8677, loss_cls: 1.2774, loss: 1.2774, grad_norm: 7.0104 2020-10-11 09:22:06,418 - mmaction - INFO - Epoch [22][1600/1793] lr: 7.500e-04, eta: 14:12:37, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8781, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.9371 2020-10-11 09:22:28,529 - mmaction - INFO - Epoch [22][1620/1793] lr: 7.500e-04, eta: 14:12:19, time: 1.106, data_time: 0.003, memory: 10390, top1_acc: 0.6375, top5_acc: 0.8646, loss_cls: 1.3891, loss: 1.3891, grad_norm: 7.4410 2020-10-11 09:22:49,832 - mmaction - INFO - Epoch [22][1640/1793] lr: 7.500e-04, eta: 14:12:00, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8698, loss_cls: 1.2512, loss: 1.2512, grad_norm: 6.8771 2020-10-11 09:23:11,271 - mmaction - INFO - Epoch [22][1660/1793] lr: 7.500e-04, eta: 14:11:41, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.6333, top5_acc: 0.8667, loss_cls: 1.4054, loss: 1.4054, grad_norm: 7.2180 2020-10-11 09:23:32,363 - mmaction - INFO - Epoch [22][1680/1793] lr: 7.500e-04, eta: 14:11:22, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.6594, top5_acc: 0.8677, loss_cls: 1.3341, loss: 1.3341, grad_norm: 7.0788 2020-10-11 09:23:54,309 - mmaction - INFO - Epoch [22][1700/1793] lr: 7.500e-04, eta: 14:11:04, time: 1.097, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8677, loss_cls: 1.3122, loss: 1.3122, grad_norm: 6.8581 2020-10-11 09:24:16,034 - mmaction - INFO - Epoch [22][1720/1793] lr: 7.500e-04, eta: 14:10:45, time: 1.085, data_time: 0.006, memory: 10390, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4239, loss: 1.4239, grad_norm: 7.0035 2020-10-11 09:24:38,248 - mmaction - INFO - Epoch [22][1740/1793] lr: 7.500e-04, eta: 14:10:27, time: 1.112, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8646, loss_cls: 1.3305, loss: 1.3305, grad_norm: 7.1285 2020-10-11 09:24:59,711 - mmaction - INFO - Epoch [22][1760/1793] lr: 7.500e-04, eta: 14:10:09, time: 1.073, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8719, loss_cls: 1.3216, loss: 1.3216, grad_norm: 7.1096 2020-10-11 09:25:21,635 - mmaction - INFO - Epoch [22][1780/1793] lr: 7.500e-04, eta: 14:09:50, time: 1.095, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8708, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.9167 2020-10-11 09:25:34,935 - mmaction - INFO - Saving checkpoint at 22 epochs 2020-10-11 09:26:07,170 - mmaction - INFO - Epoch [23][20/1793] lr: 7.500e-04, eta: 14:09:13, time: 1.542, data_time: 0.634, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8729, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.8381 2020-10-11 09:26:29,037 - mmaction - INFO - Epoch [23][40/1793] lr: 7.500e-04, eta: 14:08:55, time: 1.094, data_time: 0.006, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8823, loss_cls: 1.2752, loss: 1.2752, grad_norm: 6.8434 2020-10-11 09:26:50,171 - mmaction - INFO - Epoch [23][60/1793] lr: 7.500e-04, eta: 14:08:36, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8885, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.9407 2020-10-11 09:27:12,131 - mmaction - INFO - Epoch [23][80/1793] lr: 7.500e-04, eta: 14:08:18, time: 1.098, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8802, loss_cls: 1.2694, loss: 1.2694, grad_norm: 6.8994 2020-10-11 09:27:34,344 - mmaction - INFO - Epoch [23][100/1793] lr: 7.500e-04, eta: 14:08:00, time: 1.112, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8823, loss_cls: 1.2704, loss: 1.2704, grad_norm: 7.1881 2020-10-11 09:27:56,104 - mmaction - INFO - Epoch [23][120/1793] lr: 7.500e-04, eta: 14:07:41, time: 1.088, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8781, loss_cls: 1.2819, loss: 1.2819, grad_norm: 7.1520 2020-10-11 09:28:18,343 - mmaction - INFO - Epoch [23][140/1793] lr: 7.500e-04, eta: 14:07:23, time: 1.112, data_time: 0.005, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8729, loss_cls: 1.2772, loss: 1.2772, grad_norm: 7.0726 2020-10-11 09:28:41,155 - mmaction - INFO - Epoch [23][160/1793] lr: 7.500e-04, eta: 14:07:06, time: 1.137, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8729, loss_cls: 1.3107, loss: 1.3107, grad_norm: 7.0631 2020-10-11 09:29:03,336 - mmaction - INFO - Epoch [23][180/1793] lr: 7.500e-04, eta: 14:06:48, time: 1.112, data_time: 0.007, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8604, loss_cls: 1.3713, loss: 1.3713, grad_norm: 7.3577 2020-10-11 09:29:25,485 - mmaction - INFO - Epoch [23][200/1793] lr: 7.500e-04, eta: 14:06:30, time: 1.108, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8865, loss_cls: 1.2620, loss: 1.2620, grad_norm: 7.0918 2020-10-11 09:29:47,750 - mmaction - INFO - Epoch [23][220/1793] lr: 7.500e-04, eta: 14:06:12, time: 1.110, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8813, loss_cls: 1.2670, loss: 1.2670, grad_norm: 6.9349 2020-10-11 09:30:09,733 - mmaction - INFO - Epoch [23][240/1793] lr: 7.500e-04, eta: 14:05:54, time: 1.102, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8927, loss_cls: 1.1859, loss: 1.1859, grad_norm: 6.8830 2020-10-11 09:30:32,140 - mmaction - INFO - Epoch [23][260/1793] lr: 7.500e-04, eta: 14:05:36, time: 1.120, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8635, loss_cls: 1.3559, loss: 1.3559, grad_norm: 7.3318 2020-10-11 09:30:54,439 - mmaction - INFO - Epoch [23][280/1793] lr: 7.500e-04, eta: 14:05:19, time: 1.115, data_time: 0.003, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8740, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.0371 2020-10-11 09:31:16,876 - mmaction - INFO - Epoch [23][300/1793] lr: 7.500e-04, eta: 14:05:01, time: 1.122, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8844, loss_cls: 1.2693, loss: 1.2693, grad_norm: 7.0086 2020-10-11 09:31:39,472 - mmaction - INFO - Epoch [23][320/1793] lr: 7.500e-04, eta: 14:04:44, time: 1.130, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8833, loss_cls: 1.2280, loss: 1.2280, grad_norm: 6.6329 2020-10-11 09:32:02,226 - mmaction - INFO - Epoch [23][340/1793] lr: 7.500e-04, eta: 14:04:26, time: 1.138, data_time: 0.002, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8813, loss_cls: 1.3419, loss: 1.3419, grad_norm: 7.0459 2020-10-11 09:32:25,615 - mmaction - INFO - Epoch [23][360/1793] lr: 7.500e-04, eta: 14:04:10, time: 1.168, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8635, loss_cls: 1.3670, loss: 1.3670, grad_norm: 7.0810 2020-10-11 09:32:47,858 - mmaction - INFO - Epoch [23][380/1793] lr: 7.500e-04, eta: 14:03:52, time: 1.112, data_time: 0.005, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8635, loss_cls: 1.3665, loss: 1.3665, grad_norm: 7.0236 2020-10-11 09:33:09,692 - mmaction - INFO - Epoch [23][400/1793] lr: 7.500e-04, eta: 14:03:33, time: 1.093, data_time: 0.006, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8802, loss_cls: 1.2936, loss: 1.2936, grad_norm: 7.2439 2020-10-11 09:33:31,463 - mmaction - INFO - Epoch [23][420/1793] lr: 7.500e-04, eta: 14:03:15, time: 1.088, data_time: 0.005, memory: 10390, top1_acc: 0.6281, top5_acc: 0.8458, loss_cls: 1.3819, loss: 1.3819, grad_norm: 7.2128 2020-10-11 09:33:53,477 - mmaction - INFO - Epoch [23][440/1793] lr: 7.500e-04, eta: 14:02:57, time: 1.101, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8792, loss_cls: 1.2093, loss: 1.2093, grad_norm: 7.0527 2020-10-11 09:34:15,582 - mmaction - INFO - Epoch [23][460/1793] lr: 7.500e-04, eta: 14:02:38, time: 1.103, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8802, loss_cls: 1.3410, loss: 1.3410, grad_norm: 7.1369 2020-10-11 09:34:37,383 - mmaction - INFO - Epoch [23][480/1793] lr: 7.500e-04, eta: 14:02:20, time: 1.092, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8719, loss_cls: 1.3128, loss: 1.3128, grad_norm: 7.4378 2020-10-11 09:34:58,986 - mmaction - INFO - Epoch [23][500/1793] lr: 7.500e-04, eta: 14:02:01, time: 1.080, data_time: 0.003, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8760, loss_cls: 1.2741, loss: 1.2741, grad_norm: 7.1580 2020-10-11 09:35:20,462 - mmaction - INFO - Epoch [23][520/1793] lr: 7.500e-04, eta: 14:01:42, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8771, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.8838 2020-10-11 09:35:42,011 - mmaction - INFO - Epoch [23][540/1793] lr: 7.500e-04, eta: 14:01:24, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8844, loss_cls: 1.2398, loss: 1.2398, grad_norm: 6.9798 2020-10-11 09:36:03,960 - mmaction - INFO - Epoch [23][560/1793] lr: 7.500e-04, eta: 14:01:05, time: 1.099, data_time: 0.006, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8625, loss_cls: 1.3489, loss: 1.3489, grad_norm: 7.3957 2020-10-11 09:36:24,560 - mmaction - INFO - Epoch [23][580/1793] lr: 7.500e-04, eta: 14:00:45, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8885, loss_cls: 1.2068, loss: 1.2068, grad_norm: 7.1084 2020-10-11 09:36:46,575 - mmaction - INFO - Epoch [23][600/1793] lr: 7.500e-04, eta: 14:00:27, time: 1.103, data_time: 0.007, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8688, loss_cls: 1.3528, loss: 1.3528, grad_norm: 7.1541 2020-10-11 09:37:07,304 - mmaction - INFO - Epoch [23][620/1793] lr: 7.500e-04, eta: 14:00:07, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8823, loss_cls: 1.2733, loss: 1.2733, grad_norm: 7.0420 2020-10-11 09:37:28,833 - mmaction - INFO - Epoch [23][640/1793] lr: 7.500e-04, eta: 13:59:48, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8760, loss_cls: 1.2679, loss: 1.2679, grad_norm: 7.3076 2020-10-11 09:37:49,514 - mmaction - INFO - Epoch [23][660/1793] lr: 7.500e-04, eta: 13:59:28, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8719, loss_cls: 1.2664, loss: 1.2664, grad_norm: 7.0831 2020-10-11 09:38:10,929 - mmaction - INFO - Epoch [23][680/1793] lr: 7.500e-04, eta: 13:59:09, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8781, loss_cls: 1.2995, loss: 1.2995, grad_norm: 7.1636 2020-10-11 09:38:31,274 - mmaction - INFO - Epoch [23][700/1793] lr: 7.500e-04, eta: 13:58:49, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.3575, loss: 1.3575, grad_norm: 7.3337 2020-10-11 09:38:52,253 - mmaction - INFO - Epoch [23][720/1793] lr: 7.500e-04, eta: 13:58:30, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.6563, top5_acc: 0.8844, loss_cls: 1.2838, loss: 1.2838, grad_norm: 7.1516 2020-10-11 09:39:13,629 - mmaction - INFO - Epoch [23][740/1793] lr: 7.500e-04, eta: 13:58:10, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8865, loss_cls: 1.2065, loss: 1.2065, grad_norm: 7.0623 2020-10-11 09:39:35,376 - mmaction - INFO - Epoch [23][760/1793] lr: 7.500e-04, eta: 13:57:52, time: 1.090, data_time: 0.007, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8885, loss_cls: 1.2078, loss: 1.2078, grad_norm: 7.0229 2020-10-11 09:39:57,110 - mmaction - INFO - Epoch [23][780/1793] lr: 7.500e-04, eta: 13:57:33, time: 1.084, data_time: 0.002, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8771, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.1481 2020-10-11 09:40:17,295 - mmaction - INFO - Epoch [23][800/1793] lr: 7.500e-04, eta: 13:57:13, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8719, loss_cls: 1.3498, loss: 1.3498, grad_norm: 7.3824 2020-10-11 09:40:38,096 - mmaction - INFO - Epoch [23][820/1793] lr: 7.500e-04, eta: 13:56:53, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8740, loss_cls: 1.2386, loss: 1.2386, grad_norm: 6.8414 2020-10-11 09:40:59,009 - mmaction - INFO - Epoch [23][840/1793] lr: 7.500e-04, eta: 13:56:33, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8813, loss_cls: 1.2854, loss: 1.2854, grad_norm: 7.3339 2020-10-11 09:41:20,492 - mmaction - INFO - Epoch [23][860/1793] lr: 7.500e-04, eta: 13:56:14, time: 1.073, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8646, loss_cls: 1.2832, loss: 1.2832, grad_norm: 7.2590 2020-10-11 09:41:41,893 - mmaction - INFO - Epoch [23][880/1793] lr: 7.500e-04, eta: 13:55:55, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8771, loss_cls: 1.2567, loss: 1.2567, grad_norm: 6.9836 2020-10-11 09:42:02,374 - mmaction - INFO - Epoch [23][900/1793] lr: 7.500e-04, eta: 13:55:35, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8875, loss_cls: 1.2439, loss: 1.2439, grad_norm: 6.8577 2020-10-11 09:42:22,950 - mmaction - INFO - Epoch [23][920/1793] lr: 7.500e-04, eta: 13:55:15, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8771, loss_cls: 1.2703, loss: 1.2703, grad_norm: 7.1035 2020-10-11 09:42:43,515 - mmaction - INFO - Epoch [23][940/1793] lr: 7.500e-04, eta: 13:54:55, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8771, loss_cls: 1.3029, loss: 1.3029, grad_norm: 7.1861 2020-10-11 09:43:04,023 - mmaction - INFO - Epoch [23][960/1793] lr: 7.500e-04, eta: 13:54:35, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8833, loss_cls: 1.2810, loss: 1.2810, grad_norm: 7.2247 2020-10-11 09:43:24,918 - mmaction - INFO - Epoch [23][980/1793] lr: 7.500e-04, eta: 13:54:15, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8740, loss_cls: 1.2947, loss: 1.2947, grad_norm: 7.2145 2020-10-11 09:43:45,466 - mmaction - INFO - Epoch [23][1000/1793] lr: 7.500e-04, eta: 13:53:55, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8781, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.0786 2020-10-11 09:44:06,120 - mmaction - INFO - Epoch [23][1020/1793] lr: 7.500e-04, eta: 13:53:35, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8635, loss_cls: 1.3969, loss: 1.3969, grad_norm: 7.5197 2020-10-11 09:44:26,369 - mmaction - INFO - Epoch [23][1040/1793] lr: 7.500e-04, eta: 13:53:15, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8646, loss_cls: 1.3595, loss: 1.3595, grad_norm: 7.2610 2020-10-11 09:44:47,098 - mmaction - INFO - Epoch [23][1060/1793] lr: 7.500e-04, eta: 13:52:55, time: 1.040, data_time: 0.008, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8813, loss_cls: 1.2502, loss: 1.2502, grad_norm: 7.2799 2020-10-11 09:45:07,660 - mmaction - INFO - Epoch [23][1080/1793] lr: 7.500e-04, eta: 13:52:35, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8927, loss_cls: 1.2033, loss: 1.2033, grad_norm: 7.2232 2020-10-11 09:45:28,430 - mmaction - INFO - Epoch [23][1100/1793] lr: 7.500e-04, eta: 13:52:15, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8833, loss_cls: 1.2570, loss: 1.2570, grad_norm: 7.3027 2020-10-11 09:45:48,763 - mmaction - INFO - Epoch [23][1120/1793] lr: 7.500e-04, eta: 13:51:55, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8823, loss_cls: 1.3005, loss: 1.3005, grad_norm: 7.3843 2020-10-11 09:46:08,658 - mmaction - INFO - Epoch [23][1140/1793] lr: 7.500e-04, eta: 13:51:34, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8667, loss_cls: 1.4013, loss: 1.4013, grad_norm: 7.5257 2020-10-11 09:46:30,218 - mmaction - INFO - Epoch [23][1160/1793] lr: 7.500e-04, eta: 13:51:15, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8823, loss_cls: 1.2630, loss: 1.2630, grad_norm: 7.0663 2020-10-11 09:46:50,736 - mmaction - INFO - Epoch [23][1180/1793] lr: 7.500e-04, eta: 13:50:55, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8833, loss_cls: 1.2543, loss: 1.2543, grad_norm: 7.1676 2020-10-11 09:47:10,567 - mmaction - INFO - Epoch [23][1200/1793] lr: 7.500e-04, eta: 13:50:34, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8729, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.2340 2020-10-11 09:47:31,149 - mmaction - INFO - Epoch [23][1220/1793] lr: 7.500e-04, eta: 13:50:14, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8729, loss_cls: 1.3538, loss: 1.3538, grad_norm: 7.6093 2020-10-11 09:47:51,353 - mmaction - INFO - Epoch [23][1240/1793] lr: 7.500e-04, eta: 13:49:53, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8917, loss_cls: 1.1597, loss: 1.1597, grad_norm: 6.9192 2020-10-11 09:48:11,749 - mmaction - INFO - Epoch [23][1260/1793] lr: 7.500e-04, eta: 13:49:33, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8604, loss_cls: 1.3172, loss: 1.3172, grad_norm: 7.1242 2020-10-11 09:48:32,283 - mmaction - INFO - Epoch [23][1280/1793] lr: 7.500e-04, eta: 13:49:13, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8844, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.2003 2020-10-11 09:48:52,315 - mmaction - INFO - Epoch [23][1300/1793] lr: 7.500e-04, eta: 13:48:52, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8792, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.3699 2020-10-11 09:49:13,121 - mmaction - INFO - Epoch [23][1320/1793] lr: 7.500e-04, eta: 13:48:33, time: 1.040, data_time: 0.004, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8740, loss_cls: 1.3303, loss: 1.3303, grad_norm: 7.5190 2020-10-11 09:49:33,964 - mmaction - INFO - Epoch [23][1340/1793] lr: 7.500e-04, eta: 13:48:13, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8729, loss_cls: 1.2462, loss: 1.2462, grad_norm: 7.3121 2020-10-11 09:49:53,985 - mmaction - INFO - Epoch [23][1360/1793] lr: 7.500e-04, eta: 13:47:52, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8958, loss_cls: 1.2178, loss: 1.2178, grad_norm: 7.1149 2020-10-11 09:50:13,919 - mmaction - INFO - Epoch [23][1380/1793] lr: 7.500e-04, eta: 13:47:31, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8802, loss_cls: 1.2736, loss: 1.2736, grad_norm: 7.2364 2020-10-11 09:50:34,180 - mmaction - INFO - Epoch [23][1400/1793] lr: 7.500e-04, eta: 13:47:11, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8750, loss_cls: 1.2646, loss: 1.2646, grad_norm: 7.3966 2020-10-11 09:50:55,197 - mmaction - INFO - Epoch [23][1420/1793] lr: 7.500e-04, eta: 13:46:51, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8813, loss_cls: 1.2901, loss: 1.2901, grad_norm: 7.3604 2020-10-11 09:51:15,485 - mmaction - INFO - Epoch [23][1440/1793] lr: 7.500e-04, eta: 13:46:31, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8844, loss_cls: 1.2235, loss: 1.2235, grad_norm: 7.1924 2020-10-11 09:51:36,519 - mmaction - INFO - Epoch [23][1460/1793] lr: 7.500e-04, eta: 13:46:11, time: 1.052, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.9010, loss_cls: 1.2031, loss: 1.2031, grad_norm: 7.0669 2020-10-11 09:51:56,965 - mmaction - INFO - Epoch [23][1480/1793] lr: 7.500e-04, eta: 13:45:51, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8781, loss_cls: 1.2766, loss: 1.2766, grad_norm: 7.4038 2020-10-11 09:52:17,808 - mmaction - INFO - Epoch [23][1500/1793] lr: 7.500e-04, eta: 13:45:31, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8781, loss_cls: 1.2762, loss: 1.2762, grad_norm: 7.4888 2020-10-11 09:52:38,167 - mmaction - INFO - Epoch [23][1520/1793] lr: 7.500e-04, eta: 13:45:11, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8781, loss_cls: 1.3063, loss: 1.3063, grad_norm: 7.6503 2020-10-11 09:52:57,813 - mmaction - INFO - Epoch [23][1540/1793] lr: 7.500e-04, eta: 13:44:50, time: 0.980, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8896, loss_cls: 1.2155, loss: 1.2155, grad_norm: 7.1057 2020-10-11 09:53:18,163 - mmaction - INFO - Epoch [23][1560/1793] lr: 7.500e-04, eta: 13:44:30, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8729, loss_cls: 1.3208, loss: 1.3208, grad_norm: 7.4783 2020-10-11 09:53:38,259 - mmaction - INFO - Epoch [23][1580/1793] lr: 7.500e-04, eta: 13:44:09, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8938, loss_cls: 1.1655, loss: 1.1655, grad_norm: 6.8583 2020-10-11 09:53:59,398 - mmaction - INFO - Epoch [23][1600/1793] lr: 7.500e-04, eta: 13:43:50, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8771, loss_cls: 1.2243, loss: 1.2243, grad_norm: 7.0894 2020-10-11 09:54:19,085 - mmaction - INFO - Epoch [23][1620/1793] lr: 7.500e-04, eta: 13:43:28, time: 0.983, data_time: 0.007, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8813, loss_cls: 1.2479, loss: 1.2479, grad_norm: 7.3568 2020-10-11 09:54:39,721 - mmaction - INFO - Epoch [23][1640/1793] lr: 7.500e-04, eta: 13:43:09, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8750, loss_cls: 1.2248, loss: 1.2248, grad_norm: 7.1799 2020-10-11 09:55:00,013 - mmaction - INFO - Epoch [23][1660/1793] lr: 7.500e-04, eta: 13:42:48, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8823, loss_cls: 1.2617, loss: 1.2617, grad_norm: 7.3211 2020-10-11 09:55:19,888 - mmaction - INFO - Epoch [23][1680/1793] lr: 7.500e-04, eta: 13:42:27, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.6271, top5_acc: 0.8552, loss_cls: 1.3921, loss: 1.3921, grad_norm: 7.3153 2020-10-11 09:55:40,552 - mmaction - INFO - Epoch [23][1700/1793] lr: 7.500e-04, eta: 13:42:07, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8917, loss_cls: 1.2185, loss: 1.2185, grad_norm: 7.0707 2020-10-11 09:56:00,370 - mmaction - INFO - Epoch [23][1720/1793] lr: 7.500e-04, eta: 13:41:46, time: 0.990, data_time: 0.002, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8708, loss_cls: 1.3588, loss: 1.3588, grad_norm: 7.4389 2020-10-11 09:56:20,342 - mmaction - INFO - Epoch [23][1740/1793] lr: 7.500e-04, eta: 13:41:25, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8875, loss_cls: 1.2709, loss: 1.2709, grad_norm: 7.4922 2020-10-11 09:56:40,977 - mmaction - INFO - Epoch [23][1760/1793] lr: 7.500e-04, eta: 13:41:05, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8958, loss_cls: 1.1917, loss: 1.1917, grad_norm: 7.3372 2020-10-11 09:57:02,445 - mmaction - INFO - Epoch [23][1780/1793] lr: 7.500e-04, eta: 13:40:47, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8854, loss_cls: 1.2667, loss: 1.2667, grad_norm: 7.3817 2020-10-11 09:57:14,442 - mmaction - INFO - Saving checkpoint at 23 epochs 2020-10-11 09:57:43,161 - mmaction - INFO - Epoch [24][20/1793] lr: 7.500e-04, eta: 13:40:05, time: 1.351, data_time: 0.427, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8917, loss_cls: 1.2134, loss: 1.2134, grad_norm: 7.2220 2020-10-11 09:58:03,093 - mmaction - INFO - Epoch [24][40/1793] lr: 7.500e-04, eta: 13:39:45, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8854, loss_cls: 1.2724, loss: 1.2724, grad_norm: 7.2785 2020-10-11 09:58:22,825 - mmaction - INFO - Epoch [24][60/1793] lr: 7.500e-04, eta: 13:39:23, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8823, loss_cls: 1.2362, loss: 1.2362, grad_norm: 7.3104 2020-10-11 09:58:42,440 - mmaction - INFO - Epoch [24][80/1793] lr: 7.500e-04, eta: 13:39:02, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6521, top5_acc: 0.8729, loss_cls: 1.3384, loss: 1.3384, grad_norm: 7.6653 2020-10-11 09:59:02,862 - mmaction - INFO - Epoch [24][100/1793] lr: 7.500e-04, eta: 13:38:42, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8917, loss_cls: 1.2014, loss: 1.2014, grad_norm: 7.2533 2020-10-11 09:59:22,741 - mmaction - INFO - Epoch [24][120/1793] lr: 7.500e-04, eta: 13:38:21, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8896, loss_cls: 1.1942, loss: 1.1942, grad_norm: 7.0227 2020-10-11 09:59:42,412 - mmaction - INFO - Epoch [24][140/1793] lr: 7.500e-04, eta: 13:38:00, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8719, loss_cls: 1.2597, loss: 1.2597, grad_norm: 7.4119 2020-10-11 10:00:03,489 - mmaction - INFO - Epoch [24][160/1793] lr: 7.500e-04, eta: 13:37:41, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8688, loss_cls: 1.3346, loss: 1.3346, grad_norm: 7.6962 2020-10-11 10:00:24,051 - mmaction - INFO - Epoch [24][180/1793] lr: 7.500e-04, eta: 13:37:21, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8792, loss_cls: 1.2429, loss: 1.2429, grad_norm: 7.2304 2020-10-11 10:00:43,994 - mmaction - INFO - Epoch [24][200/1793] lr: 7.500e-04, eta: 13:37:00, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8719, loss_cls: 1.3013, loss: 1.3013, grad_norm: 7.1818 2020-10-11 10:01:04,835 - mmaction - INFO - Epoch [24][220/1793] lr: 7.500e-04, eta: 13:36:40, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8927, loss_cls: 1.2636, loss: 1.2636, grad_norm: 7.4953 2020-10-11 10:01:24,565 - mmaction - INFO - Epoch [24][240/1793] lr: 7.500e-04, eta: 13:36:19, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8906, loss_cls: 1.2556, loss: 1.2556, grad_norm: 7.3180 2020-10-11 10:01:43,872 - mmaction - INFO - Epoch [24][260/1793] lr: 7.500e-04, eta: 13:35:57, time: 0.967, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9063, loss_cls: 1.1275, loss: 1.1275, grad_norm: 7.0688 2020-10-11 10:02:04,445 - mmaction - INFO - Epoch [24][280/1793] lr: 7.500e-04, eta: 13:35:37, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8729, loss_cls: 1.2529, loss: 1.2529, grad_norm: 7.3360 2020-10-11 10:02:23,959 - mmaction - INFO - Epoch [24][300/1793] lr: 7.500e-04, eta: 13:35:16, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8740, loss_cls: 1.2720, loss: 1.2720, grad_norm: 7.3824 2020-10-11 10:02:43,915 - mmaction - INFO - Epoch [24][320/1793] lr: 7.500e-04, eta: 13:34:55, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8667, loss_cls: 1.2864, loss: 1.2864, grad_norm: 7.3542 2020-10-11 10:03:04,319 - mmaction - INFO - Epoch [24][340/1793] lr: 7.500e-04, eta: 13:34:35, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8760, loss_cls: 1.3129, loss: 1.3129, grad_norm: 7.5507 2020-10-11 10:03:23,887 - mmaction - INFO - Epoch [24][360/1793] lr: 7.500e-04, eta: 13:34:14, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8958, loss_cls: 1.1472, loss: 1.1472, grad_norm: 6.9396 2020-10-11 10:03:43,970 - mmaction - INFO - Epoch [24][380/1793] lr: 7.500e-04, eta: 13:33:53, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8844, loss_cls: 1.2599, loss: 1.2599, grad_norm: 7.3314 2020-10-11 10:04:03,986 - mmaction - INFO - Epoch [24][400/1793] lr: 7.500e-04, eta: 13:33:33, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8948, loss_cls: 1.1410, loss: 1.1410, grad_norm: 7.0385 2020-10-11 10:04:24,241 - mmaction - INFO - Epoch [24][420/1793] lr: 7.500e-04, eta: 13:33:12, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8854, loss_cls: 1.2017, loss: 1.2017, grad_norm: 7.2430 2020-10-11 10:04:45,258 - mmaction - INFO - Epoch [24][440/1793] lr: 7.500e-04, eta: 13:32:53, time: 1.052, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8729, loss_cls: 1.2796, loss: 1.2796, grad_norm: 7.2142 2020-10-11 10:05:04,842 - mmaction - INFO - Epoch [24][460/1793] lr: 7.500e-04, eta: 13:32:31, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8938, loss_cls: 1.2406, loss: 1.2406, grad_norm: 7.4170 2020-10-11 10:05:24,980 - mmaction - INFO - Epoch [24][480/1793] lr: 7.500e-04, eta: 13:32:11, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8646, loss_cls: 1.3473, loss: 1.3473, grad_norm: 7.7741 2020-10-11 10:05:44,689 - mmaction - INFO - Epoch [24][500/1793] lr: 7.500e-04, eta: 13:31:50, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8844, loss_cls: 1.2773, loss: 1.2773, grad_norm: 7.3781 2020-10-11 10:06:04,834 - mmaction - INFO - Epoch [24][520/1793] lr: 7.500e-04, eta: 13:31:29, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8813, loss_cls: 1.2629, loss: 1.2629, grad_norm: 7.1649 2020-10-11 10:06:24,705 - mmaction - INFO - Epoch [24][540/1793] lr: 7.500e-04, eta: 13:31:08, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8792, loss_cls: 1.2172, loss: 1.2172, grad_norm: 7.2021 2020-10-11 10:06:45,033 - mmaction - INFO - Epoch [24][560/1793] lr: 7.500e-04, eta: 13:30:48, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9000, loss_cls: 1.1997, loss: 1.1997, grad_norm: 7.3407 2020-10-11 10:07:04,493 - mmaction - INFO - Epoch [24][580/1793] lr: 7.500e-04, eta: 13:30:27, time: 0.974, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8990, loss_cls: 1.1652, loss: 1.1652, grad_norm: 7.2960 2020-10-11 10:07:24,780 - mmaction - INFO - Epoch [24][600/1793] lr: 7.500e-04, eta: 13:30:06, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8729, loss_cls: 1.2923, loss: 1.2923, grad_norm: 7.4036 2020-10-11 10:07:45,088 - mmaction - INFO - Epoch [24][620/1793] lr: 7.500e-04, eta: 13:29:46, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8875, loss_cls: 1.2275, loss: 1.2275, grad_norm: 7.6762 2020-10-11 10:08:05,147 - mmaction - INFO - Epoch [24][640/1793] lr: 7.500e-04, eta: 13:29:25, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2605, loss: 1.2605, grad_norm: 7.3084 2020-10-11 10:08:25,393 - mmaction - INFO - Epoch [24][660/1793] lr: 7.500e-04, eta: 13:29:05, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8875, loss_cls: 1.2451, loss: 1.2451, grad_norm: 7.5834 2020-10-11 10:08:45,022 - mmaction - INFO - Epoch [24][680/1793] lr: 7.500e-04, eta: 13:28:44, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8708, loss_cls: 1.2653, loss: 1.2653, grad_norm: 7.5372 2020-10-11 10:09:05,145 - mmaction - INFO - Epoch [24][700/1793] lr: 7.500e-04, eta: 13:28:23, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6469, top5_acc: 0.8833, loss_cls: 1.3170, loss: 1.3170, grad_norm: 7.6557 2020-10-11 10:09:24,939 - mmaction - INFO - Epoch [24][720/1793] lr: 7.500e-04, eta: 13:28:02, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8823, loss_cls: 1.2513, loss: 1.2513, grad_norm: 7.5184 2020-10-11 10:09:44,870 - mmaction - INFO - Epoch [24][740/1793] lr: 7.500e-04, eta: 13:27:41, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8875, loss_cls: 1.2327, loss: 1.2327, grad_norm: 7.2000 2020-10-11 10:10:04,830 - mmaction - INFO - Epoch [24][760/1793] lr: 7.500e-04, eta: 13:27:21, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8854, loss_cls: 1.2657, loss: 1.2657, grad_norm: 7.3969 2020-10-11 10:10:24,583 - mmaction - INFO - Epoch [24][780/1793] lr: 7.500e-04, eta: 13:27:00, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8875, loss_cls: 1.1926, loss: 1.1926, grad_norm: 7.1193 2020-10-11 10:10:44,706 - mmaction - INFO - Epoch [24][800/1793] lr: 7.500e-04, eta: 13:26:39, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8792, loss_cls: 1.2744, loss: 1.2744, grad_norm: 7.6468 2020-10-11 10:11:04,760 - mmaction - INFO - Epoch [24][820/1793] lr: 7.500e-04, eta: 13:26:18, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8885, loss_cls: 1.2155, loss: 1.2155, grad_norm: 7.2876 2020-10-11 10:11:24,769 - mmaction - INFO - Epoch [24][840/1793] lr: 7.500e-04, eta: 13:25:58, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8813, loss_cls: 1.2311, loss: 1.2311, grad_norm: 7.0538 2020-10-11 10:11:45,156 - mmaction - INFO - Epoch [24][860/1793] lr: 7.500e-04, eta: 13:25:37, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8802, loss_cls: 1.2463, loss: 1.2463, grad_norm: 7.4762 2020-10-11 10:12:05,020 - mmaction - INFO - Epoch [24][880/1793] lr: 7.500e-04, eta: 13:25:17, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8938, loss_cls: 1.2738, loss: 1.2738, grad_norm: 7.4536 2020-10-11 10:12:26,253 - mmaction - INFO - Epoch [24][900/1793] lr: 7.500e-04, eta: 13:24:57, time: 1.062, data_time: 0.002, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8854, loss_cls: 1.2189, loss: 1.2189, grad_norm: 7.2162 2020-10-11 10:12:46,103 - mmaction - INFO - Epoch [24][920/1793] lr: 7.500e-04, eta: 13:24:36, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9021, loss_cls: 1.1566, loss: 1.1566, grad_norm: 7.4070 2020-10-11 10:13:07,257 - mmaction - INFO - Epoch [24][940/1793] lr: 7.500e-04, eta: 13:24:17, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8927, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.0537 2020-10-11 10:13:26,718 - mmaction - INFO - Epoch [24][960/1793] lr: 7.500e-04, eta: 13:23:56, time: 0.975, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8802, loss_cls: 1.2701, loss: 1.2701, grad_norm: 7.5616 2020-10-11 10:13:46,949 - mmaction - INFO - Epoch [24][980/1793] lr: 7.500e-04, eta: 13:23:35, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8823, loss_cls: 1.2411, loss: 1.2411, grad_norm: 7.6830 2020-10-11 10:14:06,973 - mmaction - INFO - Epoch [24][1000/1793] lr: 7.500e-04, eta: 13:23:15, time: 1.001, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8875, loss_cls: 1.2063, loss: 1.2063, grad_norm: 7.4907 2020-10-11 10:14:26,663 - mmaction - INFO - Epoch [24][1020/1793] lr: 7.500e-04, eta: 13:22:53, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8854, loss_cls: 1.2748, loss: 1.2748, grad_norm: 7.3667 2020-10-11 10:14:46,925 - mmaction - INFO - Epoch [24][1040/1793] lr: 7.500e-04, eta: 13:22:33, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8583, loss_cls: 1.2866, loss: 1.2866, grad_norm: 7.4799 2020-10-11 10:15:07,905 - mmaction - INFO - Epoch [24][1060/1793] lr: 7.500e-04, eta: 13:22:14, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8719, loss_cls: 1.3200, loss: 1.3200, grad_norm: 7.6702 2020-10-11 10:15:27,703 - mmaction - INFO - Epoch [24][1080/1793] lr: 7.500e-04, eta: 13:21:53, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8781, loss_cls: 1.2317, loss: 1.2317, grad_norm: 7.4244 2020-10-11 10:15:48,126 - mmaction - INFO - Epoch [24][1100/1793] lr: 7.500e-04, eta: 13:21:32, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8771, loss_cls: 1.2827, loss: 1.2827, grad_norm: 7.6124 2020-10-11 10:16:07,595 - mmaction - INFO - Epoch [24][1120/1793] lr: 7.500e-04, eta: 13:21:11, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8979, loss_cls: 1.1820, loss: 1.1820, grad_norm: 7.3779 2020-10-11 10:16:27,676 - mmaction - INFO - Epoch [24][1140/1793] lr: 7.500e-04, eta: 13:20:50, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8740, loss_cls: 1.2692, loss: 1.2692, grad_norm: 7.5450 2020-10-11 10:16:47,360 - mmaction - INFO - Epoch [24][1160/1793] lr: 7.500e-04, eta: 13:20:29, time: 0.987, data_time: 0.007, memory: 10390, top1_acc: 0.6542, top5_acc: 0.8708, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.4336 2020-10-11 10:17:07,421 - mmaction - INFO - Epoch [24][1180/1793] lr: 7.500e-04, eta: 13:20:09, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8750, loss_cls: 1.3177, loss: 1.3177, grad_norm: 7.5027 2020-10-11 10:17:27,553 - mmaction - INFO - Epoch [24][1200/1793] lr: 7.500e-04, eta: 13:19:48, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6490, top5_acc: 0.8698, loss_cls: 1.3058, loss: 1.3058, grad_norm: 7.4207 2020-10-11 10:17:47,170 - mmaction - INFO - Epoch [24][1220/1793] lr: 7.500e-04, eta: 13:19:27, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8875, loss_cls: 1.2400, loss: 1.2400, grad_norm: 7.3748 2020-10-11 10:18:07,323 - mmaction - INFO - Epoch [24][1240/1793] lr: 7.500e-04, eta: 13:19:07, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1979, loss: 1.1979, grad_norm: 7.2181 2020-10-11 10:18:27,243 - mmaction - INFO - Epoch [24][1260/1793] lr: 7.500e-04, eta: 13:18:46, time: 0.994, data_time: 0.004, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8927, loss_cls: 1.2469, loss: 1.2469, grad_norm: 7.6310 2020-10-11 10:18:47,099 - mmaction - INFO - Epoch [24][1280/1793] lr: 7.500e-04, eta: 13:18:25, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.6510, top5_acc: 0.8688, loss_cls: 1.3486, loss: 1.3486, grad_norm: 7.5900 2020-10-11 10:19:06,694 - mmaction - INFO - Epoch [24][1300/1793] lr: 7.500e-04, eta: 13:18:04, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8792, loss_cls: 1.2764, loss: 1.2764, grad_norm: 7.5405 2020-10-11 10:19:26,776 - mmaction - INFO - Epoch [24][1320/1793] lr: 7.500e-04, eta: 13:17:43, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8885, loss_cls: 1.1845, loss: 1.1845, grad_norm: 7.3299 2020-10-11 10:19:46,680 - mmaction - INFO - Epoch [24][1340/1793] lr: 7.500e-04, eta: 13:17:22, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8771, loss_cls: 1.2809, loss: 1.2809, grad_norm: 7.5973 2020-10-11 10:20:06,912 - mmaction - INFO - Epoch [24][1360/1793] lr: 7.500e-04, eta: 13:17:02, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8750, loss_cls: 1.2677, loss: 1.2677, grad_norm: 7.5544 2020-10-11 10:20:26,794 - mmaction - INFO - Epoch [24][1380/1793] lr: 7.500e-04, eta: 13:16:41, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8823, loss_cls: 1.2629, loss: 1.2629, grad_norm: 7.2842 2020-10-11 10:20:46,561 - mmaction - INFO - Epoch [24][1400/1793] lr: 7.500e-04, eta: 13:16:20, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8885, loss_cls: 1.2240, loss: 1.2240, grad_norm: 7.5216 2020-10-11 10:21:06,372 - mmaction - INFO - Epoch [24][1420/1793] lr: 7.500e-04, eta: 13:15:59, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8813, loss_cls: 1.2963, loss: 1.2963, grad_norm: 7.6006 2020-10-11 10:21:26,588 - mmaction - INFO - Epoch [24][1440/1793] lr: 7.500e-04, eta: 13:15:39, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8750, loss_cls: 1.2724, loss: 1.2724, grad_norm: 7.3976 2020-10-11 10:21:46,649 - mmaction - INFO - Epoch [24][1460/1793] lr: 7.500e-04, eta: 13:15:18, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8885, loss_cls: 1.1955, loss: 1.1955, grad_norm: 7.5290 2020-10-11 10:22:07,074 - mmaction - INFO - Epoch [24][1480/1793] lr: 7.500e-04, eta: 13:14:58, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.6437, top5_acc: 0.8750, loss_cls: 1.3012, loss: 1.3012, grad_norm: 7.6940 2020-10-11 10:22:26,309 - mmaction - INFO - Epoch [24][1500/1793] lr: 7.500e-04, eta: 13:14:36, time: 0.964, data_time: 0.007, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.2174, loss: 1.2174, grad_norm: 7.3169 2020-10-11 10:22:47,214 - mmaction - INFO - Epoch [24][1520/1793] lr: 7.500e-04, eta: 13:14:17, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8906, loss_cls: 1.2122, loss: 1.2122, grad_norm: 7.3827 2020-10-11 10:23:06,924 - mmaction - INFO - Epoch [24][1540/1793] lr: 7.500e-04, eta: 13:13:56, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8771, loss_cls: 1.2772, loss: 1.2772, grad_norm: 7.4331 2020-10-11 10:23:26,564 - mmaction - INFO - Epoch [24][1560/1793] lr: 7.500e-04, eta: 13:13:35, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8917, loss_cls: 1.2196, loss: 1.2196, grad_norm: 7.5064 2020-10-11 10:23:47,187 - mmaction - INFO - Epoch [24][1580/1793] lr: 7.500e-04, eta: 13:13:15, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8792, loss_cls: 1.3054, loss: 1.3054, grad_norm: 7.5160 2020-10-11 10:24:08,114 - mmaction - INFO - Epoch [24][1600/1793] lr: 7.500e-04, eta: 13:12:55, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8958, loss_cls: 1.1672, loss: 1.1672, grad_norm: 7.3054 2020-10-11 10:24:28,105 - mmaction - INFO - Epoch [24][1620/1793] lr: 7.500e-04, eta: 13:12:34, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8802, loss_cls: 1.2305, loss: 1.2305, grad_norm: 7.6025 2020-10-11 10:24:48,433 - mmaction - INFO - Epoch [24][1640/1793] lr: 7.500e-04, eta: 13:12:14, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8833, loss_cls: 1.2168, loss: 1.2168, grad_norm: 7.5982 2020-10-11 10:25:08,470 - mmaction - INFO - Epoch [24][1660/1793] lr: 7.500e-04, eta: 13:11:53, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9094, loss_cls: 1.1703, loss: 1.1703, grad_norm: 7.4466 2020-10-11 10:25:28,512 - mmaction - INFO - Epoch [24][1680/1793] lr: 7.500e-04, eta: 13:11:33, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8969, loss_cls: 1.1991, loss: 1.1991, grad_norm: 7.3811 2020-10-11 10:25:47,984 - mmaction - INFO - Epoch [24][1700/1793] lr: 7.500e-04, eta: 13:11:12, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.6385, top5_acc: 0.8875, loss_cls: 1.2900, loss: 1.2900, grad_norm: 7.8141 2020-10-11 10:26:08,966 - mmaction - INFO - Epoch [24][1720/1793] lr: 7.500e-04, eta: 13:10:52, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8781, loss_cls: 1.2686, loss: 1.2686, grad_norm: 7.5814 2020-10-11 10:26:28,432 - mmaction - INFO - Epoch [24][1740/1793] lr: 7.500e-04, eta: 13:10:31, time: 0.974, data_time: 0.003, memory: 10390, top1_acc: 0.7062, top5_acc: 0.9146, loss_cls: 1.1233, loss: 1.1233, grad_norm: 7.3350 2020-10-11 10:26:48,140 - mmaction - INFO - Epoch [24][1760/1793] lr: 7.500e-04, eta: 13:10:10, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8844, loss_cls: 1.2671, loss: 1.2671, grad_norm: 7.5429 2020-10-11 10:27:08,230 - mmaction - INFO - Epoch [24][1780/1793] lr: 7.500e-04, eta: 13:09:49, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8656, loss_cls: 1.3526, loss: 1.3526, grad_norm: 7.8044 2020-10-11 10:27:20,956 - mmaction - INFO - Saving checkpoint at 24 epochs 2020-10-11 10:27:53,352 - mmaction - INFO - Epoch [25][20/1793] lr: 7.500e-04, eta: 13:09:13, time: 1.554, data_time: 0.624, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8885, loss_cls: 1.1985, loss: 1.1985, grad_norm: 7.2018 2020-10-11 10:28:12,101 - mmaction - INFO - Epoch [25][40/1793] lr: 7.500e-04, eta: 13:08:51, time: 0.938, data_time: 0.004, memory: 10390, top1_acc: 0.6625, top5_acc: 0.9000, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.6021 2020-10-11 10:28:32,369 - mmaction - INFO - Epoch [25][60/1793] lr: 7.500e-04, eta: 13:08:30, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8729, loss_cls: 1.2467, loss: 1.2467, grad_norm: 7.4728 2020-10-11 10:28:51,966 - mmaction - INFO - Epoch [25][80/1793] lr: 7.500e-04, eta: 13:08:09, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8771, loss_cls: 1.2642, loss: 1.2642, grad_norm: 7.6288 2020-10-11 10:29:12,210 - mmaction - INFO - Epoch [25][100/1793] lr: 7.500e-04, eta: 13:07:49, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8906, loss_cls: 1.1636, loss: 1.1636, grad_norm: 7.4948 2020-10-11 10:29:32,278 - mmaction - INFO - Epoch [25][120/1793] lr: 7.500e-04, eta: 13:07:28, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8844, loss_cls: 1.2220, loss: 1.2220, grad_norm: 7.6536 2020-10-11 10:29:52,007 - mmaction - INFO - Epoch [25][140/1793] lr: 7.500e-04, eta: 13:07:07, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8771, loss_cls: 1.2465, loss: 1.2465, grad_norm: 7.4939 2020-10-11 10:30:12,706 - mmaction - INFO - Epoch [25][160/1793] lr: 7.500e-04, eta: 13:06:47, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8813, loss_cls: 1.2731, loss: 1.2731, grad_norm: 7.7830 2020-10-11 10:30:32,334 - mmaction - INFO - Epoch [25][180/1793] lr: 7.500e-04, eta: 13:06:26, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8896, loss_cls: 1.1925, loss: 1.1925, grad_norm: 7.3152 2020-10-11 10:30:51,872 - mmaction - INFO - Epoch [25][200/1793] lr: 7.500e-04, eta: 13:06:05, time: 0.977, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8792, loss_cls: 1.2497, loss: 1.2497, grad_norm: 7.4094 2020-10-11 10:31:11,613 - mmaction - INFO - Epoch [25][220/1793] lr: 7.500e-04, eta: 13:05:44, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8865, loss_cls: 1.2332, loss: 1.2332, grad_norm: 7.7018 2020-10-11 10:31:31,383 - mmaction - INFO - Epoch [25][240/1793] lr: 7.500e-04, eta: 13:05:23, time: 0.992, data_time: 0.007, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8875, loss_cls: 1.2167, loss: 1.2167, grad_norm: 7.4219 2020-10-11 10:31:50,905 - mmaction - INFO - Epoch [25][260/1793] lr: 7.500e-04, eta: 13:05:02, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6427, top5_acc: 0.8844, loss_cls: 1.2706, loss: 1.2706, grad_norm: 8.0577 2020-10-11 10:32:11,725 - mmaction - INFO - Epoch [25][280/1793] lr: 7.500e-04, eta: 13:04:42, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8771, loss_cls: 1.2434, loss: 1.2434, grad_norm: 7.3650 2020-10-11 10:32:31,668 - mmaction - INFO - Epoch [25][300/1793] lr: 7.500e-04, eta: 13:04:22, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8729, loss_cls: 1.2650, loss: 1.2650, grad_norm: 7.6779 2020-10-11 10:32:51,414 - mmaction - INFO - Epoch [25][320/1793] lr: 7.500e-04, eta: 13:04:01, time: 0.988, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8729, loss_cls: 1.2374, loss: 1.2374, grad_norm: 7.5749 2020-10-11 10:33:11,292 - mmaction - INFO - Epoch [25][340/1793] lr: 7.500e-04, eta: 13:03:40, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8865, loss_cls: 1.2141, loss: 1.2141, grad_norm: 7.5271 2020-10-11 10:33:31,230 - mmaction - INFO - Epoch [25][360/1793] lr: 7.500e-04, eta: 13:03:19, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8906, loss_cls: 1.1549, loss: 1.1549, grad_norm: 7.2844 2020-10-11 10:33:51,254 - mmaction - INFO - Epoch [25][380/1793] lr: 7.500e-04, eta: 13:02:59, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8979, loss_cls: 1.2055, loss: 1.2055, grad_norm: 7.6571 2020-10-11 10:34:11,503 - mmaction - INFO - Epoch [25][400/1793] lr: 7.500e-04, eta: 13:02:38, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8875, loss_cls: 1.1931, loss: 1.1931, grad_norm: 7.3708 2020-10-11 10:34:31,358 - mmaction - INFO - Epoch [25][420/1793] lr: 7.500e-04, eta: 13:02:17, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9010, loss_cls: 1.1147, loss: 1.1147, grad_norm: 7.3100 2020-10-11 10:34:51,299 - mmaction - INFO - Epoch [25][440/1793] lr: 7.500e-04, eta: 13:01:57, time: 0.997, data_time: 0.004, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8917, loss_cls: 1.1896, loss: 1.1896, grad_norm: 7.3419 2020-10-11 10:35:11,130 - mmaction - INFO - Epoch [25][460/1793] lr: 7.500e-04, eta: 13:01:36, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8771, loss_cls: 1.2187, loss: 1.2187, grad_norm: 7.4664 2020-10-11 10:35:31,297 - mmaction - INFO - Epoch [25][480/1793] lr: 7.500e-04, eta: 13:01:15, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8969, loss_cls: 1.1048, loss: 1.1048, grad_norm: 7.1512 2020-10-11 10:35:51,552 - mmaction - INFO - Epoch [25][500/1793] lr: 7.500e-04, eta: 13:00:55, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8750, loss_cls: 1.2580, loss: 1.2580, grad_norm: 7.6184 2020-10-11 10:36:11,354 - mmaction - INFO - Epoch [25][520/1793] lr: 7.500e-04, eta: 13:00:34, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8896, loss_cls: 1.1981, loss: 1.1981, grad_norm: 7.2429 2020-10-11 10:36:30,962 - mmaction - INFO - Epoch [25][540/1793] lr: 7.500e-04, eta: 13:00:13, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8823, loss_cls: 1.2251, loss: 1.2251, grad_norm: 7.8167 2020-10-11 10:36:50,895 - mmaction - INFO - Epoch [25][560/1793] lr: 7.500e-04, eta: 12:59:52, time: 0.998, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8958, loss_cls: 1.1779, loss: 1.1779, grad_norm: 7.4846 2020-10-11 10:37:10,680 - mmaction - INFO - Epoch [25][580/1793] lr: 7.500e-04, eta: 12:59:31, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.1685, loss: 1.1685, grad_norm: 7.4509 2020-10-11 10:37:30,302 - mmaction - INFO - Epoch [25][600/1793] lr: 7.500e-04, eta: 12:59:10, time: 0.983, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.1581, loss: 1.1581, grad_norm: 7.3642 2020-10-11 10:37:50,105 - mmaction - INFO - Epoch [25][620/1793] lr: 7.500e-04, eta: 12:58:49, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8896, loss_cls: 1.1576, loss: 1.1576, grad_norm: 7.3576 2020-10-11 10:38:09,774 - mmaction - INFO - Epoch [25][640/1793] lr: 7.500e-04, eta: 12:58:28, time: 0.986, data_time: 0.006, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8750, loss_cls: 1.2655, loss: 1.2655, grad_norm: 7.8354 2020-10-11 10:38:29,945 - mmaction - INFO - Epoch [25][660/1793] lr: 7.500e-04, eta: 12:58:08, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8792, loss_cls: 1.2608, loss: 1.2608, grad_norm: 7.7965 2020-10-11 10:38:50,338 - mmaction - INFO - Epoch [25][680/1793] lr: 7.500e-04, eta: 12:57:48, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8885, loss_cls: 1.1704, loss: 1.1704, grad_norm: 7.2681 2020-10-11 10:39:09,973 - mmaction - INFO - Epoch [25][700/1793] lr: 7.500e-04, eta: 12:57:27, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8823, loss_cls: 1.2152, loss: 1.2152, grad_norm: 7.4783 2020-10-11 10:39:30,004 - mmaction - INFO - Epoch [25][720/1793] lr: 7.500e-04, eta: 12:57:06, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8813, loss_cls: 1.2439, loss: 1.2439, grad_norm: 7.8166 2020-10-11 10:39:50,776 - mmaction - INFO - Epoch [25][740/1793] lr: 7.500e-04, eta: 12:56:46, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8844, loss_cls: 1.2043, loss: 1.2043, grad_norm: 7.5064 2020-10-11 10:40:10,329 - mmaction - INFO - Epoch [25][760/1793] lr: 7.500e-04, eta: 12:56:25, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9094, loss_cls: 1.0777, loss: 1.0777, grad_norm: 7.3330 2020-10-11 10:40:30,218 - mmaction - INFO - Epoch [25][780/1793] lr: 7.500e-04, eta: 12:56:04, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8812, loss_cls: 1.2414, loss: 1.2414, grad_norm: 7.7037 2020-10-11 10:40:50,698 - mmaction - INFO - Epoch [25][800/1793] lr: 7.500e-04, eta: 12:55:44, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8885, loss_cls: 1.2164, loss: 1.2164, grad_norm: 7.2087 2020-10-11 10:41:10,103 - mmaction - INFO - Epoch [25][820/1793] lr: 7.500e-04, eta: 12:55:23, time: 0.972, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8906, loss_cls: 1.2308, loss: 1.2308, grad_norm: 7.7313 2020-10-11 10:41:29,811 - mmaction - INFO - Epoch [25][840/1793] lr: 7.500e-04, eta: 12:55:02, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8917, loss_cls: 1.1801, loss: 1.1801, grad_norm: 7.7768 2020-10-11 10:41:49,633 - mmaction - INFO - Epoch [25][860/1793] lr: 7.500e-04, eta: 12:54:41, time: 0.992, data_time: 0.004, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8802, loss_cls: 1.2036, loss: 1.2036, grad_norm: 7.5024 2020-10-11 10:42:09,221 - mmaction - INFO - Epoch [25][880/1793] lr: 7.500e-04, eta: 12:54:20, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8792, loss_cls: 1.2613, loss: 1.2613, grad_norm: 7.8496 2020-10-11 10:42:29,192 - mmaction - INFO - Epoch [25][900/1793] lr: 7.500e-04, eta: 12:53:59, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2303, loss: 1.2303, grad_norm: 7.5749 2020-10-11 10:42:49,438 - mmaction - INFO - Epoch [25][920/1793] lr: 7.500e-04, eta: 12:53:39, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8906, loss_cls: 1.2296, loss: 1.2296, grad_norm: 7.7947 2020-10-11 10:43:09,006 - mmaction - INFO - Epoch [25][940/1793] lr: 7.500e-04, eta: 12:53:18, time: 0.981, data_time: 0.007, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.9502 2020-10-11 10:43:29,200 - mmaction - INFO - Epoch [25][960/1793] lr: 7.500e-04, eta: 12:52:57, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8938, loss_cls: 1.2313, loss: 1.2313, grad_norm: 7.8498 2020-10-11 10:43:48,910 - mmaction - INFO - Epoch [25][980/1793] lr: 7.500e-04, eta: 12:52:37, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8938, loss_cls: 1.1785, loss: 1.1785, grad_norm: 7.4796 2020-10-11 10:44:09,179 - mmaction - INFO - Epoch [25][1000/1793] lr: 7.500e-04, eta: 12:52:16, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8927, loss_cls: 1.2079, loss: 1.2079, grad_norm: 7.6184 2020-10-11 10:44:28,979 - mmaction - INFO - Epoch [25][1020/1793] lr: 7.500e-04, eta: 12:51:55, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8760, loss_cls: 1.2394, loss: 1.2394, grad_norm: 7.6567 2020-10-11 10:44:49,095 - mmaction - INFO - Epoch [25][1040/1793] lr: 7.500e-04, eta: 12:51:35, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8865, loss_cls: 1.2100, loss: 1.2100, grad_norm: 7.8158 2020-10-11 10:45:08,408 - mmaction - INFO - Epoch [25][1060/1793] lr: 7.500e-04, eta: 12:51:13, time: 0.967, data_time: 0.005, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8854, loss_cls: 1.2238, loss: 1.2238, grad_norm: 7.4619 2020-10-11 10:45:28,360 - mmaction - INFO - Epoch [25][1080/1793] lr: 7.500e-04, eta: 12:50:53, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.8906, loss_cls: 1.1272, loss: 1.1272, grad_norm: 7.1771 2020-10-11 10:45:48,147 - mmaction - INFO - Epoch [25][1100/1793] lr: 7.500e-04, eta: 12:50:32, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8927, loss_cls: 1.2163, loss: 1.2163, grad_norm: 7.9562 2020-10-11 10:46:07,978 - mmaction - INFO - Epoch [25][1120/1793] lr: 7.500e-04, eta: 12:50:11, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8938, loss_cls: 1.1837, loss: 1.1837, grad_norm: 7.5284 2020-10-11 10:46:28,126 - mmaction - INFO - Epoch [25][1140/1793] lr: 7.500e-04, eta: 12:49:51, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8990, loss_cls: 1.1908, loss: 1.1908, grad_norm: 7.6250 2020-10-11 10:46:47,698 - mmaction - INFO - Epoch [25][1160/1793] lr: 7.500e-04, eta: 12:49:29, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8885, loss_cls: 1.2147, loss: 1.2147, grad_norm: 7.6698 2020-10-11 10:47:07,117 - mmaction - INFO - Epoch [25][1180/1793] lr: 7.500e-04, eta: 12:49:08, time: 0.973, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8938, loss_cls: 1.1871, loss: 1.1871, grad_norm: 7.4913 2020-10-11 10:47:27,006 - mmaction - INFO - Epoch [25][1200/1793] lr: 7.500e-04, eta: 12:48:47, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8875, loss_cls: 1.2216, loss: 1.2216, grad_norm: 7.8262 2020-10-11 10:47:46,584 - mmaction - INFO - Epoch [25][1220/1793] lr: 7.500e-04, eta: 12:48:26, time: 0.982, data_time: 0.007, memory: 10390, top1_acc: 0.6646, top5_acc: 0.8823, loss_cls: 1.2687, loss: 1.2687, grad_norm: 7.7350 2020-10-11 10:48:06,168 - mmaction - INFO - Epoch [25][1240/1793] lr: 7.500e-04, eta: 12:48:05, time: 0.978, data_time: 0.005, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8865, loss_cls: 1.2524, loss: 1.2524, grad_norm: 7.9304 2020-10-11 10:48:26,741 - mmaction - INFO - Epoch [25][1260/1793] lr: 7.500e-04, eta: 12:47:45, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1734, loss: 1.1734, grad_norm: 7.7438 2020-10-11 10:48:46,634 - mmaction - INFO - Epoch [25][1280/1793] lr: 7.500e-04, eta: 12:47:25, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8896, loss_cls: 1.1582, loss: 1.1582, grad_norm: 7.3879 2020-10-11 10:49:06,243 - mmaction - INFO - Epoch [25][1300/1793] lr: 7.500e-04, eta: 12:47:04, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8906, loss_cls: 1.2433, loss: 1.2433, grad_norm: 7.8893 2020-10-11 10:49:25,966 - mmaction - INFO - Epoch [25][1320/1793] lr: 7.500e-04, eta: 12:46:43, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8813, loss_cls: 1.2434, loss: 1.2434, grad_norm: 7.7505 2020-10-11 10:49:45,930 - mmaction - INFO - Epoch [25][1340/1793] lr: 7.500e-04, eta: 12:46:22, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8917, loss_cls: 1.2020, loss: 1.2020, grad_norm: 7.7130 2020-10-11 10:50:05,487 - mmaction - INFO - Epoch [25][1360/1793] lr: 7.500e-04, eta: 12:46:01, time: 0.977, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1431, loss: 1.1431, grad_norm: 7.4168 2020-10-11 10:50:26,131 - mmaction - INFO - Epoch [25][1380/1793] lr: 7.500e-04, eta: 12:45:41, time: 1.033, data_time: 0.003, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8802, loss_cls: 1.2406, loss: 1.2406, grad_norm: 7.7703 2020-10-11 10:50:46,104 - mmaction - INFO - Epoch [25][1400/1793] lr: 7.500e-04, eta: 12:45:20, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8906, loss_cls: 1.1794, loss: 1.1794, grad_norm: 7.3443 2020-10-11 10:51:05,529 - mmaction - INFO - Epoch [25][1420/1793] lr: 7.500e-04, eta: 12:44:59, time: 0.973, data_time: 0.006, memory: 10390, top1_acc: 0.6667, top5_acc: 0.8865, loss_cls: 1.2197, loss: 1.2197, grad_norm: 7.6782 2020-10-11 10:51:25,401 - mmaction - INFO - Epoch [25][1440/1793] lr: 7.500e-04, eta: 12:44:38, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8812, loss_cls: 1.1937, loss: 1.1937, grad_norm: 7.7773 2020-10-11 10:51:45,602 - mmaction - INFO - Epoch [25][1460/1793] lr: 7.500e-04, eta: 12:44:18, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9115, loss_cls: 1.1093, loss: 1.1093, grad_norm: 7.5369 2020-10-11 10:52:05,163 - mmaction - INFO - Epoch [25][1480/1793] lr: 7.500e-04, eta: 12:43:57, time: 0.978, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8792, loss_cls: 1.2212, loss: 1.2212, grad_norm: 7.7513 2020-10-11 10:52:25,300 - mmaction - INFO - Epoch [25][1500/1793] lr: 7.500e-04, eta: 12:43:36, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8906, loss_cls: 1.2353, loss: 1.2353, grad_norm: 8.0310 2020-10-11 10:52:44,938 - mmaction - INFO - Epoch [25][1520/1793] lr: 7.500e-04, eta: 12:43:15, time: 0.984, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8969, loss_cls: 1.1239, loss: 1.1239, grad_norm: 7.5721 2020-10-11 10:53:05,192 - mmaction - INFO - Epoch [25][1540/1793] lr: 7.500e-04, eta: 12:42:55, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8990, loss_cls: 1.1569, loss: 1.1569, grad_norm: 7.5026 2020-10-11 10:53:25,952 - mmaction - INFO - Epoch [25][1560/1793] lr: 7.500e-04, eta: 12:42:35, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8906, loss_cls: 1.1570, loss: 1.1570, grad_norm: 7.5375 2020-10-11 10:53:45,840 - mmaction - INFO - Epoch [25][1580/1793] lr: 7.500e-04, eta: 12:42:14, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9042, loss_cls: 1.1023, loss: 1.1023, grad_norm: 7.3086 2020-10-11 10:54:05,882 - mmaction - INFO - Epoch [25][1600/1793] lr: 7.500e-04, eta: 12:41:54, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8938, loss_cls: 1.2249, loss: 1.2249, grad_norm: 7.8006 2020-10-11 10:54:25,305 - mmaction - INFO - Epoch [25][1620/1793] lr: 7.500e-04, eta: 12:41:33, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8781, loss_cls: 1.2135, loss: 1.2135, grad_norm: 7.7641 2020-10-11 10:54:45,386 - mmaction - INFO - Epoch [25][1640/1793] lr: 7.500e-04, eta: 12:41:12, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8917, loss_cls: 1.2180, loss: 1.2180, grad_norm: 7.9528 2020-10-11 10:55:05,501 - mmaction - INFO - Epoch [25][1660/1793] lr: 7.500e-04, eta: 12:40:52, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8906, loss_cls: 1.1918, loss: 1.1918, grad_norm: 7.8217 2020-10-11 10:55:24,790 - mmaction - INFO - Epoch [25][1680/1793] lr: 7.500e-04, eta: 12:40:30, time: 0.964, data_time: 0.002, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8813, loss_cls: 1.2640, loss: 1.2640, grad_norm: 7.7525 2020-10-11 10:55:44,383 - mmaction - INFO - Epoch [25][1700/1793] lr: 7.500e-04, eta: 12:40:09, time: 0.979, data_time: 0.005, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8698, loss_cls: 1.2996, loss: 1.2996, grad_norm: 8.0580 2020-10-11 10:56:03,826 - mmaction - INFO - Epoch [25][1720/1793] lr: 7.500e-04, eta: 12:39:48, time: 0.972, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8979, loss_cls: 1.1380, loss: 1.1380, grad_norm: 7.6699 2020-10-11 10:56:23,834 - mmaction - INFO - Epoch [25][1740/1793] lr: 7.500e-04, eta: 12:39:27, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8844, loss_cls: 1.2990, loss: 1.2990, grad_norm: 8.1085 2020-10-11 10:56:43,623 - mmaction - INFO - Epoch [25][1760/1793] lr: 7.500e-04, eta: 12:39:07, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8896, loss_cls: 1.1529, loss: 1.1529, grad_norm: 7.3630 2020-10-11 10:57:03,148 - mmaction - INFO - Epoch [25][1780/1793] lr: 7.500e-04, eta: 12:38:46, time: 0.976, data_time: 0.003, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8760, loss_cls: 1.2888, loss: 1.2888, grad_norm: 8.0681 2020-10-11 10:57:15,953 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-11 10:57:44,821 - mmaction - INFO - Epoch [26][20/1793] lr: 7.500e-04, eta: 12:38:07, time: 1.422, data_time: 0.545, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9115, loss_cls: 1.1277, loss: 1.1277, grad_norm: 7.5620 2020-10-11 10:58:03,836 - mmaction - INFO - Epoch [26][40/1793] lr: 7.500e-04, eta: 12:37:45, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8875, loss_cls: 1.1999, loss: 1.1999, grad_norm: 7.6547 2020-10-11 10:58:23,446 - mmaction - INFO - Epoch [26][60/1793] lr: 7.500e-04, eta: 12:37:24, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8990, loss_cls: 1.2020, loss: 1.2020, grad_norm: 7.8768 2020-10-11 10:58:43,461 - mmaction - INFO - Epoch [26][80/1793] lr: 7.500e-04, eta: 12:37:04, time: 1.002, data_time: 0.008, memory: 10390, top1_acc: 0.6500, top5_acc: 0.8781, loss_cls: 1.2629, loss: 1.2629, grad_norm: 8.1037 2020-10-11 10:59:03,120 - mmaction - INFO - Epoch [26][100/1793] lr: 7.500e-04, eta: 12:36:43, time: 0.983, data_time: 0.002, memory: 10390, top1_acc: 0.6635, top5_acc: 0.8823, loss_cls: 1.2545, loss: 1.2545, grad_norm: 7.6953 2020-10-11 10:59:22,662 - mmaction - INFO - Epoch [26][120/1793] lr: 7.500e-04, eta: 12:36:22, time: 0.977, data_time: 0.003, memory: 10390, top1_acc: 0.6750, top5_acc: 0.9031, loss_cls: 1.1723, loss: 1.1723, grad_norm: 7.6458 2020-10-11 10:59:42,442 - mmaction - INFO - Epoch [26][140/1793] lr: 7.500e-04, eta: 12:36:01, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8969, loss_cls: 1.2010, loss: 1.2010, grad_norm: 7.9625 2020-10-11 11:00:02,122 - mmaction - INFO - Epoch [26][160/1793] lr: 7.500e-04, eta: 12:35:40, time: 0.984, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9104, loss_cls: 1.0991, loss: 1.0991, grad_norm: 7.5727 2020-10-11 11:00:22,298 - mmaction - INFO - Epoch [26][180/1793] lr: 7.500e-04, eta: 12:35:20, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8854, loss_cls: 1.2064, loss: 1.2064, grad_norm: 7.5942 2020-10-11 11:00:42,214 - mmaction - INFO - Epoch [26][200/1793] lr: 7.500e-04, eta: 12:34:59, time: 1.000, data_time: 0.021, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8896, loss_cls: 1.1352, loss: 1.1352, grad_norm: 7.6076 2020-10-11 11:01:01,733 - mmaction - INFO - Epoch [26][220/1793] lr: 7.500e-04, eta: 12:34:38, time: 0.976, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8917, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.9259 2020-10-11 11:01:21,411 - mmaction - INFO - Epoch [26][240/1793] lr: 7.500e-04, eta: 12:34:17, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9042, loss_cls: 1.1186, loss: 1.1186, grad_norm: 7.6497 2020-10-11 11:01:41,504 - mmaction - INFO - Epoch [26][260/1793] lr: 7.500e-04, eta: 12:33:56, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8854, loss_cls: 1.1810, loss: 1.1810, grad_norm: 7.8019 2020-10-11 11:02:01,110 - mmaction - INFO - Epoch [26][280/1793] lr: 7.500e-04, eta: 12:33:35, time: 0.981, data_time: 0.004, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8906, loss_cls: 1.1622, loss: 1.1622, grad_norm: 7.6182 2020-10-11 11:02:21,254 - mmaction - INFO - Epoch [26][300/1793] lr: 7.500e-04, eta: 12:33:15, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9021, loss_cls: 1.1556, loss: 1.1556, grad_norm: 7.7068 2020-10-11 11:02:42,029 - mmaction - INFO - Epoch [26][320/1793] lr: 7.500e-04, eta: 12:32:55, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8854, loss_cls: 1.1894, loss: 1.1894, grad_norm: 7.6289 2020-10-11 11:03:01,866 - mmaction - INFO - Epoch [26][340/1793] lr: 7.500e-04, eta: 12:32:34, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.1226, loss: 1.1226, grad_norm: 7.4362 2020-10-11 11:03:22,356 - mmaction - INFO - Epoch [26][360/1793] lr: 7.500e-04, eta: 12:32:14, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8958, loss_cls: 1.1221, loss: 1.1221, grad_norm: 7.1916 2020-10-11 11:03:42,576 - mmaction - INFO - Epoch [26][380/1793] lr: 7.500e-04, eta: 12:31:54, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8896, loss_cls: 1.2151, loss: 1.2151, grad_norm: 7.8460 2020-10-11 11:04:03,003 - mmaction - INFO - Epoch [26][400/1793] lr: 7.500e-04, eta: 12:31:34, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9000, loss_cls: 1.1268, loss: 1.1268, grad_norm: 7.5195 2020-10-11 11:04:23,400 - mmaction - INFO - Epoch [26][420/1793] lr: 7.500e-04, eta: 12:31:13, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8969, loss_cls: 1.2321, loss: 1.2321, grad_norm: 8.1585 2020-10-11 11:04:43,798 - mmaction - INFO - Epoch [26][440/1793] lr: 7.500e-04, eta: 12:30:53, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6615, top5_acc: 0.8885, loss_cls: 1.2418, loss: 1.2418, grad_norm: 7.8357 2020-10-11 11:05:04,943 - mmaction - INFO - Epoch [26][460/1793] lr: 7.500e-04, eta: 12:30:34, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9083, loss_cls: 1.1239, loss: 1.1239, grad_norm: 7.9202 2020-10-11 11:05:25,345 - mmaction - INFO - Epoch [26][480/1793] lr: 7.500e-04, eta: 12:30:14, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8927, loss_cls: 1.1617, loss: 1.1617, grad_norm: 8.0024 2020-10-11 11:05:46,424 - mmaction - INFO - Epoch [26][500/1793] lr: 7.500e-04, eta: 12:29:54, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8948, loss_cls: 1.1678, loss: 1.1678, grad_norm: 7.5879 2020-10-11 11:06:07,311 - mmaction - INFO - Epoch [26][520/1793] lr: 7.500e-04, eta: 12:29:34, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8906, loss_cls: 1.2133, loss: 1.2133, grad_norm: 7.8713 2020-10-11 11:06:28,008 - mmaction - INFO - Epoch [26][540/1793] lr: 7.500e-04, eta: 12:29:14, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8573, loss_cls: 1.3316, loss: 1.3316, grad_norm: 8.0571 2020-10-11 11:06:49,246 - mmaction - INFO - Epoch [26][560/1793] lr: 7.500e-04, eta: 12:28:55, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8708, loss_cls: 1.2889, loss: 1.2889, grad_norm: 7.9624 2020-10-11 11:07:10,448 - mmaction - INFO - Epoch [26][580/1793] lr: 7.500e-04, eta: 12:28:36, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8885, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.8134 2020-10-11 11:07:31,240 - mmaction - INFO - Epoch [26][600/1793] lr: 7.500e-04, eta: 12:28:16, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8823, loss_cls: 1.1560, loss: 1.1560, grad_norm: 7.6709 2020-10-11 11:07:53,053 - mmaction - INFO - Epoch [26][620/1793] lr: 7.500e-04, eta: 12:27:57, time: 1.092, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8823, loss_cls: 1.2233, loss: 1.2233, grad_norm: 7.8941 2020-10-11 11:08:13,762 - mmaction - INFO - Epoch [26][640/1793] lr: 7.500e-04, eta: 12:27:37, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8802, loss_cls: 1.2357, loss: 1.2357, grad_norm: 7.8002 2020-10-11 11:08:34,905 - mmaction - INFO - Epoch [26][660/1793] lr: 7.500e-04, eta: 12:27:18, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8719, loss_cls: 1.2498, loss: 1.2498, grad_norm: 7.8796 2020-10-11 11:08:56,013 - mmaction - INFO - Epoch [26][680/1793] lr: 7.500e-04, eta: 12:26:58, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8906, loss_cls: 1.1933, loss: 1.1933, grad_norm: 7.8141 2020-10-11 11:09:17,553 - mmaction - INFO - Epoch [26][700/1793] lr: 7.500e-04, eta: 12:26:39, time: 1.076, data_time: 0.006, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8833, loss_cls: 1.2260, loss: 1.2260, grad_norm: 7.9327 2020-10-11 11:09:38,673 - mmaction - INFO - Epoch [26][720/1793] lr: 7.500e-04, eta: 12:26:19, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8812, loss_cls: 1.2351, loss: 1.2351, grad_norm: 7.9282 2020-10-11 11:10:00,330 - mmaction - INFO - Epoch [26][740/1793] lr: 7.500e-04, eta: 12:26:00, time: 1.083, data_time: 0.002, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8844, loss_cls: 1.2625, loss: 1.2625, grad_norm: 7.8156 2020-10-11 11:10:21,797 - mmaction - INFO - Epoch [26][760/1793] lr: 7.500e-04, eta: 12:25:41, time: 1.071, data_time: 0.006, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8917, loss_cls: 1.1778, loss: 1.1778, grad_norm: 7.7293 2020-10-11 11:10:43,562 - mmaction - INFO - Epoch [26][780/1793] lr: 7.500e-04, eta: 12:25:22, time: 1.090, data_time: 0.007, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8865, loss_cls: 1.2044, loss: 1.2044, grad_norm: 7.7070 2020-10-11 11:11:06,166 - mmaction - INFO - Epoch [26][800/1793] lr: 7.500e-04, eta: 12:25:04, time: 1.130, data_time: 0.003, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8865, loss_cls: 1.2134, loss: 1.2134, grad_norm: 7.9296 2020-10-11 11:11:27,262 - mmaction - INFO - Epoch [26][820/1793] lr: 7.500e-04, eta: 12:24:45, time: 1.052, data_time: 0.007, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8875, loss_cls: 1.1736, loss: 1.1736, grad_norm: 7.6855 2020-10-11 11:11:49,338 - mmaction - INFO - Epoch [26][840/1793] lr: 7.500e-04, eta: 12:24:26, time: 1.107, data_time: 0.007, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8875, loss_cls: 1.2003, loss: 1.2003, grad_norm: 7.7383 2020-10-11 11:12:10,656 - mmaction - INFO - Epoch [26][860/1793] lr: 7.500e-04, eta: 12:24:07, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8875, loss_cls: 1.1968, loss: 1.1968, grad_norm: 7.6759 2020-10-11 11:12:32,666 - mmaction - INFO - Epoch [26][880/1793] lr: 7.500e-04, eta: 12:23:48, time: 1.102, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8979, loss_cls: 1.1011, loss: 1.1011, grad_norm: 7.2501 2020-10-11 11:12:54,341 - mmaction - INFO - Epoch [26][900/1793] lr: 7.500e-04, eta: 12:23:29, time: 1.083, data_time: 0.002, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8844, loss_cls: 1.1825, loss: 1.1825, grad_norm: 7.7141 2020-10-11 11:13:15,697 - mmaction - INFO - Epoch [26][920/1793] lr: 7.500e-04, eta: 12:23:10, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8823, loss_cls: 1.2484, loss: 1.2484, grad_norm: 7.8646 2020-10-11 11:13:37,176 - mmaction - INFO - Epoch [26][940/1793] lr: 7.500e-04, eta: 12:22:51, time: 1.074, data_time: 0.005, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8885, loss_cls: 1.2199, loss: 1.2199, grad_norm: 8.0341 2020-10-11 11:13:58,483 - mmaction - INFO - Epoch [26][960/1793] lr: 7.500e-04, eta: 12:22:31, time: 1.065, data_time: 0.002, memory: 10390, top1_acc: 0.6677, top5_acc: 0.8740, loss_cls: 1.2719, loss: 1.2719, grad_norm: 7.9817 2020-10-11 11:14:19,643 - mmaction - INFO - Epoch [26][980/1793] lr: 7.500e-04, eta: 12:22:12, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8979, loss_cls: 1.1280, loss: 1.1280, grad_norm: 7.4395 2020-10-11 11:14:41,234 - mmaction - INFO - Epoch [26][1000/1793] lr: 7.500e-04, eta: 12:21:53, time: 1.078, data_time: 0.006, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8813, loss_cls: 1.2355, loss: 1.2355, grad_norm: 7.8086 2020-10-11 11:15:02,436 - mmaction - INFO - Epoch [26][1020/1793] lr: 7.500e-04, eta: 12:21:33, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8875, loss_cls: 1.1804, loss: 1.1804, grad_norm: 7.7130 2020-10-11 11:15:22,729 - mmaction - INFO - Epoch [26][1040/1793] lr: 7.500e-04, eta: 12:21:13, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.6552, top5_acc: 0.8802, loss_cls: 1.2514, loss: 1.2514, grad_norm: 7.9144 2020-10-11 11:15:43,870 - mmaction - INFO - Epoch [26][1060/1793] lr: 7.500e-04, eta: 12:20:53, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8948, loss_cls: 1.1807, loss: 1.1807, grad_norm: 7.7129 2020-10-11 11:16:04,811 - mmaction - INFO - Epoch [26][1080/1793] lr: 7.500e-04, eta: 12:20:34, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.6625, top5_acc: 0.8823, loss_cls: 1.2612, loss: 1.2612, grad_norm: 8.2372 2020-10-11 11:16:25,599 - mmaction - INFO - Epoch [26][1100/1793] lr: 7.500e-04, eta: 12:20:14, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8875, loss_cls: 1.2028, loss: 1.2028, grad_norm: 7.9216 2020-10-11 11:16:46,275 - mmaction - INFO - Epoch [26][1120/1793] lr: 7.500e-04, eta: 12:19:54, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8979, loss_cls: 1.1912, loss: 1.1912, grad_norm: 7.7859 2020-10-11 11:17:07,389 - mmaction - INFO - Epoch [26][1140/1793] lr: 7.500e-04, eta: 12:19:34, time: 1.058, data_time: 0.007, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8948, loss_cls: 1.2293, loss: 1.2293, grad_norm: 8.0494 2020-10-11 11:17:28,289 - mmaction - INFO - Epoch [26][1160/1793] lr: 7.500e-04, eta: 12:19:14, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9198, loss_cls: 1.1555, loss: 1.1555, grad_norm: 7.6784 2020-10-11 11:17:49,604 - mmaction - INFO - Epoch [26][1180/1793] lr: 7.500e-04, eta: 12:18:55, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8885, loss_cls: 1.1697, loss: 1.1697, grad_norm: 7.7714 2020-10-11 11:18:10,407 - mmaction - INFO - Epoch [26][1200/1793] lr: 7.500e-04, eta: 12:18:35, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8875, loss_cls: 1.1930, loss: 1.1930, grad_norm: 7.8863 2020-10-11 11:18:31,446 - mmaction - INFO - Epoch [26][1220/1793] lr: 7.500e-04, eta: 12:18:16, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1858, loss: 1.1858, grad_norm: 7.8340 2020-10-11 11:18:51,687 - mmaction - INFO - Epoch [26][1240/1793] lr: 7.500e-04, eta: 12:17:55, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8823, loss_cls: 1.1784, loss: 1.1784, grad_norm: 7.6712 2020-10-11 11:19:13,157 - mmaction - INFO - Epoch [26][1260/1793] lr: 7.500e-04, eta: 12:17:36, time: 1.070, data_time: 0.006, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8885, loss_cls: 1.2412, loss: 1.2412, grad_norm: 7.9652 2020-10-11 11:19:33,502 - mmaction - INFO - Epoch [26][1280/1793] lr: 7.500e-04, eta: 12:17:16, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8802, loss_cls: 1.2162, loss: 1.2162, grad_norm: 8.1641 2020-10-11 11:19:54,171 - mmaction - INFO - Epoch [26][1300/1793] lr: 7.500e-04, eta: 12:16:56, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.6729, top5_acc: 0.9010, loss_cls: 1.1823, loss: 1.1823, grad_norm: 7.9299 2020-10-11 11:20:15,715 - mmaction - INFO - Epoch [26][1320/1793] lr: 7.500e-04, eta: 12:16:36, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8708, loss_cls: 1.2177, loss: 1.2177, grad_norm: 7.6131 2020-10-11 11:20:36,375 - mmaction - INFO - Epoch [26][1340/1793] lr: 7.500e-04, eta: 12:16:16, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8781, loss_cls: 1.2214, loss: 1.2214, grad_norm: 8.1223 2020-10-11 11:20:57,061 - mmaction - INFO - Epoch [26][1360/1793] lr: 7.500e-04, eta: 12:15:56, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8948, loss_cls: 1.1713, loss: 1.1713, grad_norm: 7.9103 2020-10-11 11:21:18,602 - mmaction - INFO - Epoch [26][1380/1793] lr: 7.500e-04, eta: 12:15:37, time: 1.075, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.0994, loss: 1.0994, grad_norm: 7.6139 2020-10-11 11:21:38,921 - mmaction - INFO - Epoch [26][1400/1793] lr: 7.500e-04, eta: 12:15:17, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8927, loss_cls: 1.1630, loss: 1.1630, grad_norm: 8.0578 2020-10-11 11:21:59,805 - mmaction - INFO - Epoch [26][1420/1793] lr: 7.500e-04, eta: 12:14:57, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8813, loss_cls: 1.2497, loss: 1.2497, grad_norm: 8.0306 2020-10-11 11:22:20,617 - mmaction - INFO - Epoch [26][1440/1793] lr: 7.500e-04, eta: 12:14:37, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7312, top5_acc: 0.8927, loss_cls: 1.1058, loss: 1.1058, grad_norm: 7.7125 2020-10-11 11:22:41,476 - mmaction - INFO - Epoch [26][1460/1793] lr: 7.500e-04, eta: 12:14:17, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9010, loss_cls: 1.1232, loss: 1.1232, grad_norm: 7.7096 2020-10-11 11:23:02,062 - mmaction - INFO - Epoch [26][1480/1793] lr: 7.500e-04, eta: 12:13:57, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8729, loss_cls: 1.1908, loss: 1.1908, grad_norm: 7.7854 2020-10-11 11:23:22,617 - mmaction - INFO - Epoch [26][1500/1793] lr: 7.500e-04, eta: 12:13:37, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1750, loss: 1.1750, grad_norm: 7.6849 2020-10-11 11:23:43,885 - mmaction - INFO - Epoch [26][1520/1793] lr: 7.500e-04, eta: 12:13:18, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1787, loss: 1.1787, grad_norm: 7.9414 2020-10-11 11:24:04,252 - mmaction - INFO - Epoch [26][1540/1793] lr: 7.500e-04, eta: 12:12:58, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8885, loss_cls: 1.1953, loss: 1.1953, grad_norm: 8.0120 2020-10-11 11:24:24,452 - mmaction - INFO - Epoch [26][1560/1793] lr: 7.500e-04, eta: 12:12:37, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8990, loss_cls: 1.2138, loss: 1.2138, grad_norm: 8.2849 2020-10-11 11:24:45,386 - mmaction - INFO - Epoch [26][1580/1793] lr: 7.500e-04, eta: 12:12:17, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.6771, top5_acc: 0.8927, loss_cls: 1.1781, loss: 1.1781, grad_norm: 7.8490 2020-10-11 11:25:06,303 - mmaction - INFO - Epoch [26][1600/1793] lr: 7.500e-04, eta: 12:11:58, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9000, loss_cls: 1.1295, loss: 1.1295, grad_norm: 7.9032 2020-10-11 11:25:26,687 - mmaction - INFO - Epoch [26][1620/1793] lr: 7.500e-04, eta: 12:11:37, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8938, loss_cls: 1.1866, loss: 1.1866, grad_norm: 7.9271 2020-10-11 11:25:47,418 - mmaction - INFO - Epoch [26][1640/1793] lr: 7.500e-04, eta: 12:11:17, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.9042, loss_cls: 1.1395, loss: 1.1395, grad_norm: 7.8792 2020-10-11 11:26:07,817 - mmaction - INFO - Epoch [26][1660/1793] lr: 7.500e-04, eta: 12:10:57, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8938, loss_cls: 1.1643, loss: 1.1643, grad_norm: 7.9610 2020-10-11 11:26:28,497 - mmaction - INFO - Epoch [26][1680/1793] lr: 7.500e-04, eta: 12:10:37, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8750, loss_cls: 1.2324, loss: 1.2324, grad_norm: 8.2490 2020-10-11 11:26:49,807 - mmaction - INFO - Epoch [26][1700/1793] lr: 7.500e-04, eta: 12:10:18, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8875, loss_cls: 1.1924, loss: 1.1924, grad_norm: 7.9870 2020-10-11 11:27:09,928 - mmaction - INFO - Epoch [26][1720/1793] lr: 7.500e-04, eta: 12:09:57, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.1895, loss: 1.1895, grad_norm: 8.1144 2020-10-11 11:27:30,608 - mmaction - INFO - Epoch [26][1740/1793] lr: 7.500e-04, eta: 12:09:37, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8865, loss_cls: 1.2042, loss: 1.2042, grad_norm: 7.8795 2020-10-11 11:27:51,430 - mmaction - INFO - Epoch [26][1760/1793] lr: 7.500e-04, eta: 12:09:18, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8927, loss_cls: 1.2325, loss: 1.2325, grad_norm: 8.2365 2020-10-11 11:28:11,934 - mmaction - INFO - Epoch [26][1780/1793] lr: 7.500e-04, eta: 12:08:57, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8854, loss_cls: 1.2140, loss: 1.2140, grad_norm: 7.8428 2020-10-11 11:28:24,259 - mmaction - INFO - Saving checkpoint at 26 epochs 2020-10-11 11:28:56,134 - mmaction - INFO - Epoch [27][20/1793] lr: 7.500e-04, eta: 12:08:20, time: 1.492, data_time: 0.605, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8958, loss_cls: 1.1381, loss: 1.1381, grad_norm: 7.7204 2020-10-11 11:29:15,704 - mmaction - INFO - Epoch [27][40/1793] lr: 7.500e-04, eta: 12:07:59, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.0943, loss: 1.0943, grad_norm: 7.5935 2020-10-11 11:29:35,405 - mmaction - INFO - Epoch [27][60/1793] lr: 7.500e-04, eta: 12:07:39, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8958, loss_cls: 1.1899, loss: 1.1899, grad_norm: 8.0574 2020-10-11 11:29:56,128 - mmaction - INFO - Epoch [27][80/1793] lr: 7.500e-04, eta: 12:07:19, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8958, loss_cls: 1.1484, loss: 1.1484, grad_norm: 7.9546 2020-10-11 11:30:16,681 - mmaction - INFO - Epoch [27][100/1793] lr: 7.500e-04, eta: 12:06:58, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8896, loss_cls: 1.1375, loss: 1.1375, grad_norm: 7.9800 2020-10-11 11:30:37,388 - mmaction - INFO - Epoch [27][120/1793] lr: 7.500e-04, eta: 12:06:39, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9052, loss_cls: 1.0952, loss: 1.0952, grad_norm: 7.5005 2020-10-11 11:30:57,162 - mmaction - INFO - Epoch [27][140/1793] lr: 7.500e-04, eta: 12:06:18, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9021, loss_cls: 1.1408, loss: 1.1408, grad_norm: 7.7023 2020-10-11 11:31:17,669 - mmaction - INFO - Epoch [27][160/1793] lr: 7.500e-04, eta: 12:05:58, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8969, loss_cls: 1.1221, loss: 1.1221, grad_norm: 8.0470 2020-10-11 11:31:37,994 - mmaction - INFO - Epoch [27][180/1793] lr: 7.500e-04, eta: 12:05:37, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8781, loss_cls: 1.1690, loss: 1.1690, grad_norm: 7.9316 2020-10-11 11:31:59,371 - mmaction - INFO - Epoch [27][200/1793] lr: 7.500e-04, eta: 12:05:18, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9115, loss_cls: 1.1061, loss: 1.1061, grad_norm: 7.6727 2020-10-11 11:32:19,505 - mmaction - INFO - Epoch [27][220/1793] lr: 7.500e-04, eta: 12:04:57, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9167, loss_cls: 1.1132, loss: 1.1132, grad_norm: 7.9455 2020-10-11 11:32:40,317 - mmaction - INFO - Epoch [27][240/1793] lr: 7.500e-04, eta: 12:04:38, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8969, loss_cls: 1.1176, loss: 1.1176, grad_norm: 7.5999 2020-10-11 11:33:01,037 - mmaction - INFO - Epoch [27][260/1793] lr: 7.500e-04, eta: 12:04:18, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8813, loss_cls: 1.1711, loss: 1.1711, grad_norm: 7.8707 2020-10-11 11:33:21,389 - mmaction - INFO - Epoch [27][280/1793] lr: 7.500e-04, eta: 12:03:57, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8917, loss_cls: 1.1847, loss: 1.1847, grad_norm: 7.8486 2020-10-11 11:33:42,229 - mmaction - INFO - Epoch [27][300/1793] lr: 7.500e-04, eta: 12:03:37, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9104, loss_cls: 1.1040, loss: 1.1040, grad_norm: 7.6054 2020-10-11 11:34:02,096 - mmaction - INFO - Epoch [27][320/1793] lr: 7.500e-04, eta: 12:03:17, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8865, loss_cls: 1.2494, loss: 1.2494, grad_norm: 8.2124 2020-10-11 11:34:23,850 - mmaction - INFO - Epoch [27][340/1793] lr: 7.500e-04, eta: 12:02:58, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9042, loss_cls: 1.1187, loss: 1.1187, grad_norm: 7.5565 2020-10-11 11:34:43,963 - mmaction - INFO - Epoch [27][360/1793] lr: 7.500e-04, eta: 12:02:37, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8938, loss_cls: 1.1706, loss: 1.1706, grad_norm: 7.9179 2020-10-11 11:35:04,577 - mmaction - INFO - Epoch [27][380/1793] lr: 7.500e-04, eta: 12:02:17, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9031, loss_cls: 1.0935, loss: 1.0935, grad_norm: 7.6130 2020-10-11 11:35:25,663 - mmaction - INFO - Epoch [27][400/1793] lr: 7.500e-04, eta: 12:01:57, time: 1.055, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0288, loss: 1.0288, grad_norm: 7.4459 2020-10-11 11:35:46,584 - mmaction - INFO - Epoch [27][420/1793] lr: 7.500e-04, eta: 12:01:38, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8844, loss_cls: 1.1890, loss: 1.1890, grad_norm: 7.7769 2020-10-11 11:36:07,466 - mmaction - INFO - Epoch [27][440/1793] lr: 7.500e-04, eta: 12:01:18, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8969, loss_cls: 1.1478, loss: 1.1478, grad_norm: 7.8532 2020-10-11 11:36:27,820 - mmaction - INFO - Epoch [27][460/1793] lr: 7.500e-04, eta: 12:00:58, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8958, loss_cls: 1.1465, loss: 1.1465, grad_norm: 7.9395 2020-10-11 11:36:47,941 - mmaction - INFO - Epoch [27][480/1793] lr: 7.500e-04, eta: 12:00:37, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8917, loss_cls: 1.1256, loss: 1.1256, grad_norm: 7.6738 2020-10-11 11:37:08,075 - mmaction - INFO - Epoch [27][500/1793] lr: 7.500e-04, eta: 12:00:17, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9156, loss_cls: 1.0789, loss: 1.0789, grad_norm: 7.8380 2020-10-11 11:37:28,899 - mmaction - INFO - Epoch [27][520/1793] lr: 7.500e-04, eta: 11:59:57, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9125, loss_cls: 1.0646, loss: 1.0646, grad_norm: 7.6586 2020-10-11 11:37:49,206 - mmaction - INFO - Epoch [27][540/1793] lr: 7.500e-04, eta: 11:59:36, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8927, loss_cls: 1.2010, loss: 1.2010, grad_norm: 8.1494 2020-10-11 11:38:09,298 - mmaction - INFO - Epoch [27][560/1793] lr: 7.500e-04, eta: 11:59:16, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9021, loss_cls: 1.1711, loss: 1.1711, grad_norm: 7.9655 2020-10-11 11:38:29,627 - mmaction - INFO - Epoch [27][580/1793] lr: 7.500e-04, eta: 11:58:56, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8948, loss_cls: 1.1744, loss: 1.1744, grad_norm: 8.0685 2020-10-11 11:38:50,037 - mmaction - INFO - Epoch [27][600/1793] lr: 7.500e-04, eta: 11:58:35, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9240, loss_cls: 1.0599, loss: 1.0599, grad_norm: 7.9170 2020-10-11 11:39:10,174 - mmaction - INFO - Epoch [27][620/1793] lr: 7.500e-04, eta: 11:58:15, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8729, loss_cls: 1.2674, loss: 1.2674, grad_norm: 8.1752 2020-10-11 11:39:30,130 - mmaction - INFO - Epoch [27][640/1793] lr: 7.500e-04, eta: 11:57:54, time: 0.998, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.8885, loss_cls: 1.1345, loss: 1.1345, grad_norm: 7.9078 2020-10-11 11:39:51,244 - mmaction - INFO - Epoch [27][660/1793] lr: 7.500e-04, eta: 11:57:35, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9063, loss_cls: 1.1475, loss: 1.1475, grad_norm: 8.2183 2020-10-11 11:40:11,709 - mmaction - INFO - Epoch [27][680/1793] lr: 7.500e-04, eta: 11:57:14, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8635, loss_cls: 1.2797, loss: 1.2797, grad_norm: 8.2397 2020-10-11 11:40:31,883 - mmaction - INFO - Epoch [27][700/1793] lr: 7.500e-04, eta: 11:56:54, time: 1.012, data_time: 0.008, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8958, loss_cls: 1.1244, loss: 1.1244, grad_norm: 7.7028 2020-10-11 11:40:52,516 - mmaction - INFO - Epoch [27][720/1793] lr: 7.500e-04, eta: 11:56:34, time: 1.032, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8917, loss_cls: 1.1722, loss: 1.1722, grad_norm: 8.3975 2020-10-11 11:41:12,704 - mmaction - INFO - Epoch [27][740/1793] lr: 7.500e-04, eta: 11:56:13, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8854, loss_cls: 1.1599, loss: 1.1599, grad_norm: 8.1032 2020-10-11 11:41:33,241 - mmaction - INFO - Epoch [27][760/1793] lr: 7.500e-04, eta: 11:55:53, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8990, loss_cls: 1.1591, loss: 1.1591, grad_norm: 7.7849 2020-10-11 11:41:53,768 - mmaction - INFO - Epoch [27][780/1793] lr: 7.500e-04, eta: 11:55:33, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8948, loss_cls: 1.1191, loss: 1.1191, grad_norm: 7.7477 2020-10-11 11:42:13,930 - mmaction - INFO - Epoch [27][800/1793] lr: 7.500e-04, eta: 11:55:13, time: 1.009, data_time: 0.004, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8948, loss_cls: 1.1660, loss: 1.1660, grad_norm: 7.9086 2020-10-11 11:42:35,251 - mmaction - INFO - Epoch [27][820/1793] lr: 7.500e-04, eta: 11:54:53, time: 1.066, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9000, loss_cls: 1.1264, loss: 1.1264, grad_norm: 8.1097 2020-10-11 11:42:55,238 - mmaction - INFO - Epoch [27][840/1793] lr: 7.500e-04, eta: 11:54:33, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8885, loss_cls: 1.2290, loss: 1.2290, grad_norm: 8.2502 2020-10-11 11:43:15,882 - mmaction - INFO - Epoch [27][860/1793] lr: 7.500e-04, eta: 11:54:13, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8927, loss_cls: 1.1734, loss: 1.1734, grad_norm: 8.1708 2020-10-11 11:43:35,694 - mmaction - INFO - Epoch [27][880/1793] lr: 7.500e-04, eta: 11:53:52, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.6812, top5_acc: 0.9104, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.4912 2020-10-11 11:43:56,877 - mmaction - INFO - Epoch [27][900/1793] lr: 7.500e-04, eta: 11:53:32, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.6573, top5_acc: 0.8750, loss_cls: 1.2878, loss: 1.2878, grad_norm: 8.5526 2020-10-11 11:44:17,227 - mmaction - INFO - Epoch [27][920/1793] lr: 7.500e-04, eta: 11:53:12, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8896, loss_cls: 1.1936, loss: 1.1936, grad_norm: 8.2437 2020-10-11 11:44:37,272 - mmaction - INFO - Epoch [27][940/1793] lr: 7.500e-04, eta: 11:52:51, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9073, loss_cls: 1.0731, loss: 1.0731, grad_norm: 7.7357 2020-10-11 11:44:57,596 - mmaction - INFO - Epoch [27][960/1793] lr: 7.500e-04, eta: 11:52:31, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8885, loss_cls: 1.1698, loss: 1.1698, grad_norm: 7.8755 2020-10-11 11:45:18,662 - mmaction - INFO - Epoch [27][980/1793] lr: 7.500e-04, eta: 11:52:11, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8990, loss_cls: 1.1343, loss: 1.1343, grad_norm: 7.8820 2020-10-11 11:45:38,537 - mmaction - INFO - Epoch [27][1000/1793] lr: 7.500e-04, eta: 11:51:51, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9052, loss_cls: 1.1116, loss: 1.1116, grad_norm: 8.0983 2020-10-11 11:45:59,161 - mmaction - INFO - Epoch [27][1020/1793] lr: 7.500e-04, eta: 11:51:31, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8969, loss_cls: 1.1379, loss: 1.1379, grad_norm: 8.1039 2020-10-11 11:46:19,536 - mmaction - INFO - Epoch [27][1040/1793] lr: 7.500e-04, eta: 11:51:10, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8906, loss_cls: 1.1591, loss: 1.1591, grad_norm: 7.9881 2020-10-11 11:46:39,816 - mmaction - INFO - Epoch [27][1060/1793] lr: 7.500e-04, eta: 11:50:50, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.1620, loss: 1.1620, grad_norm: 8.0451 2020-10-11 11:47:00,225 - mmaction - INFO - Epoch [27][1080/1793] lr: 7.500e-04, eta: 11:50:30, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8979, loss_cls: 1.1010, loss: 1.1010, grad_norm: 7.6140 2020-10-11 11:47:20,260 - mmaction - INFO - Epoch [27][1100/1793] lr: 7.500e-04, eta: 11:50:09, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.6938, top5_acc: 0.8813, loss_cls: 1.1851, loss: 1.1851, grad_norm: 8.0605 2020-10-11 11:47:41,322 - mmaction - INFO - Epoch [27][1120/1793] lr: 7.500e-04, eta: 11:49:49, time: 1.052, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.8958, loss_cls: 1.1017, loss: 1.1017, grad_norm: 7.7720 2020-10-11 11:48:00,987 - mmaction - INFO - Epoch [27][1140/1793] lr: 7.500e-04, eta: 11:49:29, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.9000, loss_cls: 1.1374, loss: 1.1374, grad_norm: 8.0860 2020-10-11 11:48:22,160 - mmaction - INFO - Epoch [27][1160/1793] lr: 7.500e-04, eta: 11:49:09, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8917, loss_cls: 1.1711, loss: 1.1711, grad_norm: 8.0566 2020-10-11 11:48:43,188 - mmaction - INFO - Epoch [27][1180/1793] lr: 7.500e-04, eta: 11:48:49, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.6562, top5_acc: 0.8729, loss_cls: 1.3100, loss: 1.3100, grad_norm: 8.5119 2020-10-11 11:49:03,272 - mmaction - INFO - Epoch [27][1200/1793] lr: 7.500e-04, eta: 11:48:29, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8927, loss_cls: 1.2029, loss: 1.2029, grad_norm: 8.3355 2020-10-11 11:49:23,678 - mmaction - INFO - Epoch [27][1220/1793] lr: 7.500e-04, eta: 11:48:08, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8990, loss_cls: 1.1726, loss: 1.1726, grad_norm: 7.8875 2020-10-11 11:49:43,945 - mmaction - INFO - Epoch [27][1240/1793] lr: 7.500e-04, eta: 11:47:48, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.6729, top5_acc: 0.8719, loss_cls: 1.2110, loss: 1.2110, grad_norm: 8.1142 2020-10-11 11:50:05,185 - mmaction - INFO - Epoch [27][1260/1793] lr: 7.500e-04, eta: 11:47:29, time: 1.063, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8990, loss_cls: 1.1002, loss: 1.1002, grad_norm: 7.6248 2020-10-11 11:50:25,596 - mmaction - INFO - Epoch [27][1280/1793] lr: 7.500e-04, eta: 11:47:08, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.1198, loss: 1.1198, grad_norm: 7.9008 2020-10-11 11:50:46,010 - mmaction - INFO - Epoch [27][1300/1793] lr: 7.500e-04, eta: 11:46:48, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8760, loss_cls: 1.2630, loss: 1.2630, grad_norm: 8.3249 2020-10-11 11:51:06,624 - mmaction - INFO - Epoch [27][1320/1793] lr: 7.500e-04, eta: 11:46:28, time: 1.034, data_time: 0.007, memory: 10390, top1_acc: 0.6750, top5_acc: 0.8885, loss_cls: 1.2362, loss: 1.2362, grad_norm: 8.0033 2020-10-11 11:51:26,771 - mmaction - INFO - Epoch [27][1340/1793] lr: 7.500e-04, eta: 11:46:08, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8854, loss_cls: 1.2137, loss: 1.2137, grad_norm: 8.2281 2020-10-11 11:51:47,080 - mmaction - INFO - Epoch [27][1360/1793] lr: 7.500e-04, eta: 11:45:47, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9031, loss_cls: 1.0900, loss: 1.0900, grad_norm: 7.8849 2020-10-11 11:52:07,458 - mmaction - INFO - Epoch [27][1380/1793] lr: 7.500e-04, eta: 11:45:27, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9135, loss_cls: 1.0908, loss: 1.0908, grad_norm: 7.8915 2020-10-11 11:52:28,020 - mmaction - INFO - Epoch [27][1400/1793] lr: 7.500e-04, eta: 11:45:07, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.6583, top5_acc: 0.8760, loss_cls: 1.2852, loss: 1.2852, grad_norm: 8.3180 2020-10-11 11:52:48,632 - mmaction - INFO - Epoch [27][1420/1793] lr: 7.500e-04, eta: 11:44:47, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8938, loss_cls: 1.1902, loss: 1.1902, grad_norm: 8.3088 2020-10-11 11:53:09,015 - mmaction - INFO - Epoch [27][1440/1793] lr: 7.500e-04, eta: 11:44:26, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.0901, loss: 1.0901, grad_norm: 8.0639 2020-10-11 11:53:29,688 - mmaction - INFO - Epoch [27][1460/1793] lr: 7.500e-04, eta: 11:44:06, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8969, loss_cls: 1.1216, loss: 1.1216, grad_norm: 8.2614 2020-10-11 11:53:50,039 - mmaction - INFO - Epoch [27][1480/1793] lr: 7.500e-04, eta: 11:43:46, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8958, loss_cls: 1.1994, loss: 1.1994, grad_norm: 8.3037 2020-10-11 11:54:10,741 - mmaction - INFO - Epoch [27][1500/1793] lr: 7.500e-04, eta: 11:43:26, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8938, loss_cls: 1.1529, loss: 1.1529, grad_norm: 8.2622 2020-10-11 11:54:31,292 - mmaction - INFO - Epoch [27][1520/1793] lr: 7.500e-04, eta: 11:43:06, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9042, loss_cls: 1.0953, loss: 1.0953, grad_norm: 7.9450 2020-10-11 11:54:52,210 - mmaction - INFO - Epoch [27][1540/1793] lr: 7.500e-04, eta: 11:42:46, time: 1.047, data_time: 0.003, memory: 10390, top1_acc: 0.6792, top5_acc: 0.8990, loss_cls: 1.2007, loss: 1.2007, grad_norm: 8.3780 2020-10-11 11:55:12,171 - mmaction - INFO - Epoch [27][1560/1793] lr: 7.500e-04, eta: 11:42:26, time: 0.996, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8833, loss_cls: 1.2118, loss: 1.2118, grad_norm: 8.0730 2020-10-11 11:55:32,862 - mmaction - INFO - Epoch [27][1580/1793] lr: 7.500e-04, eta: 11:42:06, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8938, loss_cls: 1.1592, loss: 1.1592, grad_norm: 7.9439 2020-10-11 11:55:53,586 - mmaction - INFO - Epoch [27][1600/1793] lr: 7.500e-04, eta: 11:41:46, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8927, loss_cls: 1.1933, loss: 1.1933, grad_norm: 8.0308 2020-10-11 11:56:13,235 - mmaction - INFO - Epoch [27][1620/1793] lr: 7.500e-04, eta: 11:41:25, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9021, loss_cls: 1.1334, loss: 1.1334, grad_norm: 7.9949 2020-10-11 11:56:34,279 - mmaction - INFO - Epoch [27][1640/1793] lr: 7.500e-04, eta: 11:41:05, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.6812, top5_acc: 0.8875, loss_cls: 1.1930, loss: 1.1930, grad_norm: 8.1521 2020-10-11 11:56:54,309 - mmaction - INFO - Epoch [27][1660/1793] lr: 7.500e-04, eta: 11:40:44, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8844, loss_cls: 1.2059, loss: 1.2059, grad_norm: 8.1617 2020-10-11 11:57:15,083 - mmaction - INFO - Epoch [27][1680/1793] lr: 7.500e-04, eta: 11:40:24, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8969, loss_cls: 1.1568, loss: 1.1568, grad_norm: 8.1169 2020-10-11 11:57:35,782 - mmaction - INFO - Epoch [27][1700/1793] lr: 7.500e-04, eta: 11:40:04, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8927, loss_cls: 1.2045, loss: 1.2045, grad_norm: 8.1778 2020-10-11 11:57:55,822 - mmaction - INFO - Epoch [27][1720/1793] lr: 7.500e-04, eta: 11:39:44, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.6531, top5_acc: 0.8750, loss_cls: 1.3047, loss: 1.3047, grad_norm: 8.6109 2020-10-11 11:58:16,225 - mmaction - INFO - Epoch [27][1740/1793] lr: 7.500e-04, eta: 11:39:24, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8938, loss_cls: 1.1519, loss: 1.1519, grad_norm: 8.0345 2020-10-11 11:58:36,253 - mmaction - INFO - Epoch [27][1760/1793] lr: 7.500e-04, eta: 11:39:03, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.6698, top5_acc: 0.8844, loss_cls: 1.2347, loss: 1.2347, grad_norm: 8.3343 2020-10-11 11:58:56,856 - mmaction - INFO - Epoch [27][1780/1793] lr: 7.500e-04, eta: 11:38:43, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8927, loss_cls: 1.1616, loss: 1.1616, grad_norm: 7.9810 2020-10-11 11:59:09,714 - mmaction - INFO - Saving checkpoint at 27 epochs 2020-10-11 11:59:38,278 - mmaction - INFO - Epoch [28][20/1793] lr: 7.500e-04, eta: 11:38:04, time: 1.363, data_time: 0.386, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8948, loss_cls: 1.1317, loss: 1.1317, grad_norm: 8.0583 2020-10-11 11:59:57,529 - mmaction - INFO - Epoch [28][40/1793] lr: 7.500e-04, eta: 11:37:43, time: 0.964, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8990, loss_cls: 1.1508, loss: 1.1508, grad_norm: 8.1817 2020-10-11 12:00:19,953 - mmaction - INFO - Epoch [28][60/1793] lr: 7.500e-04, eta: 11:37:24, time: 1.108, data_time: 0.005, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8865, loss_cls: 1.1885, loss: 1.1885, grad_norm: 8.4981 2020-10-11 12:00:40,339 - mmaction - INFO - Epoch [28][80/1793] lr: 7.500e-04, eta: 11:37:04, time: 1.032, data_time: 0.020, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8990, loss_cls: 1.1576, loss: 1.1576, grad_norm: 7.9726 2020-10-11 12:01:00,632 - mmaction - INFO - Epoch [28][100/1793] lr: 7.500e-04, eta: 11:36:44, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8948, loss_cls: 1.1292, loss: 1.1292, grad_norm: 8.0636 2020-10-11 12:01:20,854 - mmaction - INFO - Epoch [28][120/1793] lr: 7.500e-04, eta: 11:36:23, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9167, loss_cls: 1.0137, loss: 1.0137, grad_norm: 7.6135 2020-10-11 12:01:41,711 - mmaction - INFO - Epoch [28][140/1793] lr: 7.500e-04, eta: 11:36:03, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9125, loss_cls: 1.1011, loss: 1.1011, grad_norm: 8.0039 2020-10-11 12:02:02,610 - mmaction - INFO - Epoch [28][160/1793] lr: 7.500e-04, eta: 11:35:44, time: 1.048, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9156, loss_cls: 1.0790, loss: 1.0790, grad_norm: 8.0613 2020-10-11 12:02:22,583 - mmaction - INFO - Epoch [28][180/1793] lr: 7.500e-04, eta: 11:35:23, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9094, loss_cls: 1.0516, loss: 1.0516, grad_norm: 7.6496 2020-10-11 12:02:42,731 - mmaction - INFO - Epoch [28][200/1793] lr: 7.500e-04, eta: 11:35:02, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9094, loss_cls: 1.0765, loss: 1.0765, grad_norm: 8.0079 2020-10-11 12:03:03,538 - mmaction - INFO - Epoch [28][220/1793] lr: 7.500e-04, eta: 11:34:43, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8917, loss_cls: 1.2070, loss: 1.2070, grad_norm: 8.1087 2020-10-11 12:03:23,763 - mmaction - INFO - Epoch [28][240/1793] lr: 7.500e-04, eta: 11:34:22, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.6740, top5_acc: 0.8875, loss_cls: 1.2156, loss: 1.2156, grad_norm: 8.1143 2020-10-11 12:03:43,847 - mmaction - INFO - Epoch [28][260/1793] lr: 7.500e-04, eta: 11:34:02, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1554, loss: 1.1554, grad_norm: 8.1905 2020-10-11 12:04:04,113 - mmaction - INFO - Epoch [28][280/1793] lr: 7.500e-04, eta: 11:33:41, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8917, loss_cls: 1.1565, loss: 1.1565, grad_norm: 8.0473 2020-10-11 12:04:25,016 - mmaction - INFO - Epoch [28][300/1793] lr: 7.500e-04, eta: 11:33:21, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9000, loss_cls: 1.1345, loss: 1.1345, grad_norm: 8.0885 2020-10-11 12:04:46,263 - mmaction - INFO - Epoch [28][320/1793] lr: 7.500e-04, eta: 11:33:02, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8938, loss_cls: 1.1547, loss: 1.1547, grad_norm: 8.0071 2020-10-11 12:05:07,001 - mmaction - INFO - Epoch [28][340/1793] lr: 7.500e-04, eta: 11:32:42, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8958, loss_cls: 1.1467, loss: 1.1467, grad_norm: 8.1909 2020-10-11 12:05:27,104 - mmaction - INFO - Epoch [28][360/1793] lr: 7.500e-04, eta: 11:32:21, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8833, loss_cls: 1.2226, loss: 1.2226, grad_norm: 8.5092 2020-10-11 12:05:47,844 - mmaction - INFO - Epoch [28][380/1793] lr: 7.500e-04, eta: 11:32:01, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8823, loss_cls: 1.1539, loss: 1.1539, grad_norm: 7.9208 2020-10-11 12:06:08,561 - mmaction - INFO - Epoch [28][400/1793] lr: 7.500e-04, eta: 11:31:41, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8948, loss_cls: 1.1111, loss: 1.1111, grad_norm: 7.7748 2020-10-11 12:06:28,492 - mmaction - INFO - Epoch [28][420/1793] lr: 7.500e-04, eta: 11:31:21, time: 0.997, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9021, loss_cls: 1.1366, loss: 1.1366, grad_norm: 7.9125 2020-10-11 12:06:48,656 - mmaction - INFO - Epoch [28][440/1793] lr: 7.500e-04, eta: 11:31:00, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8979, loss_cls: 1.1372, loss: 1.1372, grad_norm: 7.9310 2020-10-11 12:07:09,068 - mmaction - INFO - Epoch [28][460/1793] lr: 7.500e-04, eta: 11:30:40, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8958, loss_cls: 1.1484, loss: 1.1484, grad_norm: 8.1320 2020-10-11 12:07:30,234 - mmaction - INFO - Epoch [28][480/1793] lr: 7.500e-04, eta: 11:30:20, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.6604, top5_acc: 0.8604, loss_cls: 1.2749, loss: 1.2749, grad_norm: 8.3231 2020-10-11 12:07:50,580 - mmaction - INFO - Epoch [28][500/1793] lr: 7.500e-04, eta: 11:30:00, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8917, loss_cls: 1.1707, loss: 1.1707, grad_norm: 8.3645 2020-10-11 12:08:10,778 - mmaction - INFO - Epoch [28][520/1793] lr: 7.500e-04, eta: 11:29:40, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9052, loss_cls: 1.1613, loss: 1.1613, grad_norm: 8.3340 2020-10-11 12:08:31,413 - mmaction - INFO - Epoch [28][540/1793] lr: 7.500e-04, eta: 11:29:20, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9052, loss_cls: 1.0885, loss: 1.0885, grad_norm: 8.2083 2020-10-11 12:08:51,779 - mmaction - INFO - Epoch [28][560/1793] lr: 7.500e-04, eta: 11:28:59, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8875, loss_cls: 1.1878, loss: 1.1878, grad_norm: 8.1625 2020-10-11 12:09:11,738 - mmaction - INFO - Epoch [28][580/1793] lr: 7.500e-04, eta: 11:28:39, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9073, loss_cls: 1.0569, loss: 1.0569, grad_norm: 8.0143 2020-10-11 12:09:32,251 - mmaction - INFO - Epoch [28][600/1793] lr: 7.500e-04, eta: 11:28:18, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8969, loss_cls: 1.1440, loss: 1.1440, grad_norm: 8.4094 2020-10-11 12:09:53,519 - mmaction - INFO - Epoch [28][620/1793] lr: 7.500e-04, eta: 11:27:59, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8906, loss_cls: 1.1780, loss: 1.1780, grad_norm: 8.3440 2020-10-11 12:10:13,698 - mmaction - INFO - Epoch [28][640/1793] lr: 7.500e-04, eta: 11:27:39, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9010, loss_cls: 1.0983, loss: 1.0983, grad_norm: 8.1644 2020-10-11 12:10:33,989 - mmaction - INFO - Epoch [28][660/1793] lr: 7.500e-04, eta: 11:27:18, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8979, loss_cls: 1.1412, loss: 1.1412, grad_norm: 8.2214 2020-10-11 12:10:54,118 - mmaction - INFO - Epoch [28][680/1793] lr: 7.500e-04, eta: 11:26:58, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9000, loss_cls: 1.1612, loss: 1.1612, grad_norm: 8.2557 2020-10-11 12:11:14,466 - mmaction - INFO - Epoch [28][700/1793] lr: 7.500e-04, eta: 11:26:37, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.6854, top5_acc: 0.8948, loss_cls: 1.1475, loss: 1.1475, grad_norm: 8.3110 2020-10-11 12:11:34,686 - mmaction - INFO - Epoch [28][720/1793] lr: 7.500e-04, eta: 11:26:17, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9000, loss_cls: 1.1660, loss: 1.1660, grad_norm: 8.0819 2020-10-11 12:11:54,959 - mmaction - INFO - Epoch [28][740/1793] lr: 7.500e-04, eta: 11:25:57, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9063, loss_cls: 1.1282, loss: 1.1282, grad_norm: 8.1852 2020-10-11 12:12:15,692 - mmaction - INFO - Epoch [28][760/1793] lr: 7.500e-04, eta: 11:25:37, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9042, loss_cls: 1.1447, loss: 1.1447, grad_norm: 8.0080 2020-10-11 12:12:36,131 - mmaction - INFO - Epoch [28][780/1793] lr: 7.500e-04, eta: 11:25:16, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8917, loss_cls: 1.1682, loss: 1.1682, grad_norm: 8.1686 2020-10-11 12:12:56,783 - mmaction - INFO - Epoch [28][800/1793] lr: 7.500e-04, eta: 11:24:56, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9167, loss_cls: 1.0151, loss: 1.0151, grad_norm: 7.8499 2020-10-11 12:13:17,368 - mmaction - INFO - Epoch [28][820/1793] lr: 7.500e-04, eta: 11:24:36, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8844, loss_cls: 1.1885, loss: 1.1885, grad_norm: 8.4227 2020-10-11 12:13:38,868 - mmaction - INFO - Epoch [28][840/1793] lr: 7.500e-04, eta: 11:24:17, time: 1.074, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9031, loss_cls: 1.0864, loss: 1.0864, grad_norm: 8.1091 2020-10-11 12:13:59,120 - mmaction - INFO - Epoch [28][860/1793] lr: 7.500e-04, eta: 11:23:56, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9094, loss_cls: 1.0880, loss: 1.0880, grad_norm: 8.1003 2020-10-11 12:14:19,403 - mmaction - INFO - Epoch [28][880/1793] lr: 7.500e-04, eta: 11:23:36, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8948, loss_cls: 1.1275, loss: 1.1275, grad_norm: 8.1242 2020-10-11 12:14:40,270 - mmaction - INFO - Epoch [28][900/1793] lr: 7.500e-04, eta: 11:23:16, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9000, loss_cls: 1.1525, loss: 1.1525, grad_norm: 8.3286 2020-10-11 12:15:01,027 - mmaction - INFO - Epoch [28][920/1793] lr: 7.500e-04, eta: 11:22:56, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9073, loss_cls: 1.0759, loss: 1.0759, grad_norm: 8.4904 2020-10-11 12:15:20,907 - mmaction - INFO - Epoch [28][940/1793] lr: 7.500e-04, eta: 11:22:35, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8885, loss_cls: 1.1288, loss: 1.1288, grad_norm: 8.2764 2020-10-11 12:15:41,446 - mmaction - INFO - Epoch [28][960/1793] lr: 7.500e-04, eta: 11:22:15, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8979, loss_cls: 1.1293, loss: 1.1293, grad_norm: 8.2032 2020-10-11 12:16:01,827 - mmaction - INFO - Epoch [28][980/1793] lr: 7.500e-04, eta: 11:21:55, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0497, loss: 1.0497, grad_norm: 7.8556 2020-10-11 12:16:21,969 - mmaction - INFO - Epoch [28][1000/1793] lr: 7.500e-04, eta: 11:21:35, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9021, loss_cls: 1.1271, loss: 1.1271, grad_norm: 8.5841 2020-10-11 12:16:42,466 - mmaction - INFO - Epoch [28][1020/1793] lr: 7.500e-04, eta: 11:21:14, time: 1.025, data_time: 0.008, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8865, loss_cls: 1.1627, loss: 1.1627, grad_norm: 8.6016 2020-10-11 12:17:02,716 - mmaction - INFO - Epoch [28][1040/1793] lr: 7.500e-04, eta: 11:20:54, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.6719, top5_acc: 0.8781, loss_cls: 1.2666, loss: 1.2666, grad_norm: 8.7146 2020-10-11 12:17:23,266 - mmaction - INFO - Epoch [28][1060/1793] lr: 7.500e-04, eta: 11:20:34, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9021, loss_cls: 1.1075, loss: 1.1075, grad_norm: 8.0901 2020-10-11 12:17:43,902 - mmaction - INFO - Epoch [28][1080/1793] lr: 7.500e-04, eta: 11:20:14, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8823, loss_cls: 1.1671, loss: 1.1671, grad_norm: 8.0442 2020-10-11 12:18:04,596 - mmaction - INFO - Epoch [28][1100/1793] lr: 7.500e-04, eta: 11:19:54, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9021, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.1220 2020-10-11 12:18:24,793 - mmaction - INFO - Epoch [28][1120/1793] lr: 7.500e-04, eta: 11:19:33, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9104, loss_cls: 1.0746, loss: 1.0746, grad_norm: 8.1046 2020-10-11 12:18:45,103 - mmaction - INFO - Epoch [28][1140/1793] lr: 7.500e-04, eta: 11:19:13, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9062, loss_cls: 1.1187, loss: 1.1187, grad_norm: 8.3798 2020-10-11 12:19:05,520 - mmaction - INFO - Epoch [28][1160/1793] lr: 7.500e-04, eta: 11:18:53, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8771, loss_cls: 1.2235, loss: 1.2235, grad_norm: 8.5054 2020-10-11 12:19:27,093 - mmaction - INFO - Epoch [28][1180/1793] lr: 7.500e-04, eta: 11:18:33, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.6656, top5_acc: 0.8833, loss_cls: 1.2181, loss: 1.2181, grad_norm: 8.6737 2020-10-11 12:19:48,348 - mmaction - INFO - Epoch [28][1200/1793] lr: 7.500e-04, eta: 11:18:14, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1421, loss: 1.1421, grad_norm: 8.2588 2020-10-11 12:20:08,423 - mmaction - INFO - Epoch [28][1220/1793] lr: 7.500e-04, eta: 11:17:53, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8979, loss_cls: 1.1482, loss: 1.1482, grad_norm: 8.2776 2020-10-11 12:20:29,133 - mmaction - INFO - Epoch [28][1240/1793] lr: 7.500e-04, eta: 11:17:33, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8823, loss_cls: 1.1938, loss: 1.1938, grad_norm: 8.3988 2020-10-11 12:20:49,126 - mmaction - INFO - Epoch [28][1260/1793] lr: 7.500e-04, eta: 11:17:13, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8813, loss_cls: 1.1668, loss: 1.1668, grad_norm: 8.5082 2020-10-11 12:21:09,511 - mmaction - INFO - Epoch [28][1280/1793] lr: 7.500e-04, eta: 11:16:52, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8927, loss_cls: 1.1080, loss: 1.1080, grad_norm: 8.0319 2020-10-11 12:21:29,786 - mmaction - INFO - Epoch [28][1300/1793] lr: 7.500e-04, eta: 11:16:32, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9010, loss_cls: 1.1130, loss: 1.1130, grad_norm: 8.0645 2020-10-11 12:21:49,915 - mmaction - INFO - Epoch [28][1320/1793] lr: 7.500e-04, eta: 11:16:12, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9083, loss_cls: 1.0822, loss: 1.0822, grad_norm: 8.3237 2020-10-11 12:22:10,662 - mmaction - INFO - Epoch [28][1340/1793] lr: 7.500e-04, eta: 11:15:52, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9021, loss_cls: 1.1215, loss: 1.1215, grad_norm: 8.3775 2020-10-11 12:22:30,964 - mmaction - INFO - Epoch [28][1360/1793] lr: 7.500e-04, eta: 11:15:31, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9073, loss_cls: 1.1133, loss: 1.1133, grad_norm: 8.5385 2020-10-11 12:22:52,188 - mmaction - INFO - Epoch [28][1380/1793] lr: 7.500e-04, eta: 11:15:12, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8833, loss_cls: 1.2189, loss: 1.2189, grad_norm: 8.5989 2020-10-11 12:23:12,399 - mmaction - INFO - Epoch [28][1400/1793] lr: 7.500e-04, eta: 11:14:51, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8927, loss_cls: 1.1557, loss: 1.1557, grad_norm: 8.3054 2020-10-11 12:23:33,286 - mmaction - INFO - Epoch [28][1420/1793] lr: 7.500e-04, eta: 11:14:31, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8938, loss_cls: 1.1798, loss: 1.1798, grad_norm: 8.4546 2020-10-11 12:23:53,453 - mmaction - INFO - Epoch [28][1440/1793] lr: 7.500e-04, eta: 11:14:11, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8875, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.0085 2020-10-11 12:24:13,868 - mmaction - INFO - Epoch [28][1460/1793] lr: 7.500e-04, eta: 11:13:51, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8990, loss_cls: 1.1603, loss: 1.1603, grad_norm: 8.3781 2020-10-11 12:24:33,970 - mmaction - INFO - Epoch [28][1480/1793] lr: 7.500e-04, eta: 11:13:30, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9021, loss_cls: 1.1195, loss: 1.1195, grad_norm: 8.3439 2020-10-11 12:24:54,358 - mmaction - INFO - Epoch [28][1500/1793] lr: 7.500e-04, eta: 11:13:10, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.1120, loss: 1.1120, grad_norm: 8.0116 2020-10-11 12:25:14,979 - mmaction - INFO - Epoch [28][1520/1793] lr: 7.500e-04, eta: 11:12:50, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8865, loss_cls: 1.1928, loss: 1.1928, grad_norm: 8.4509 2020-10-11 12:25:35,167 - mmaction - INFO - Epoch [28][1540/1793] lr: 7.500e-04, eta: 11:12:29, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1680, loss: 1.1680, grad_norm: 8.5183 2020-10-11 12:25:55,291 - mmaction - INFO - Epoch [28][1560/1793] lr: 7.500e-04, eta: 11:12:09, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9010, loss_cls: 1.0916, loss: 1.0916, grad_norm: 8.1307 2020-10-11 12:26:16,241 - mmaction - INFO - Epoch [28][1580/1793] lr: 7.500e-04, eta: 11:11:49, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9042, loss_cls: 1.1116, loss: 1.1116, grad_norm: 8.0308 2020-10-11 12:26:36,728 - mmaction - INFO - Epoch [28][1600/1793] lr: 7.500e-04, eta: 11:11:29, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8917, loss_cls: 1.1440, loss: 1.1440, grad_norm: 8.2831 2020-10-11 12:26:56,715 - mmaction - INFO - Epoch [28][1620/1793] lr: 7.500e-04, eta: 11:11:08, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1643, loss: 1.1643, grad_norm: 8.5064 2020-10-11 12:27:17,018 - mmaction - INFO - Epoch [28][1640/1793] lr: 7.500e-04, eta: 11:10:48, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8854, loss_cls: 1.1583, loss: 1.1583, grad_norm: 8.1361 2020-10-11 12:27:37,745 - mmaction - INFO - Epoch [28][1660/1793] lr: 7.500e-04, eta: 11:10:28, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.6885, top5_acc: 0.8896, loss_cls: 1.2250, loss: 1.2250, grad_norm: 8.5169 2020-10-11 12:27:58,071 - mmaction - INFO - Epoch [28][1680/1793] lr: 7.500e-04, eta: 11:10:07, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8979, loss_cls: 1.1572, loss: 1.1572, grad_norm: 8.4544 2020-10-11 12:28:18,251 - mmaction - INFO - Epoch [28][1700/1793] lr: 7.500e-04, eta: 11:09:47, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8948, loss_cls: 1.1709, loss: 1.1709, grad_norm: 8.4489 2020-10-11 12:28:39,062 - mmaction - INFO - Epoch [28][1720/1793] lr: 7.500e-04, eta: 11:09:27, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8917, loss_cls: 1.1588, loss: 1.1588, grad_norm: 8.6550 2020-10-11 12:28:59,342 - mmaction - INFO - Epoch [28][1740/1793] lr: 7.500e-04, eta: 11:09:07, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0745, loss: 1.0745, grad_norm: 8.0191 2020-10-11 12:29:19,910 - mmaction - INFO - Epoch [28][1760/1793] lr: 7.500e-04, eta: 11:08:47, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1332, loss: 1.1332, grad_norm: 8.3725 2020-10-11 12:29:39,979 - mmaction - INFO - Epoch [28][1780/1793] lr: 7.500e-04, eta: 11:08:26, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8917, loss_cls: 1.1415, loss: 1.1415, grad_norm: 8.5478 2020-10-11 12:29:53,038 - mmaction - INFO - Saving checkpoint at 28 epochs 2020-10-11 12:30:25,303 - mmaction - INFO - Epoch [29][20/1793] lr: 7.500e-04, eta: 11:07:50, time: 1.534, data_time: 0.629, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9031, loss_cls: 1.0990, loss: 1.0990, grad_norm: 7.8303 2020-10-11 12:30:44,309 - mmaction - INFO - Epoch [29][40/1793] lr: 7.500e-04, eta: 11:07:29, time: 0.949, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9063, loss_cls: 1.1537, loss: 1.1537, grad_norm: 8.3330 2020-10-11 12:31:04,693 - mmaction - INFO - Epoch [29][60/1793] lr: 7.500e-04, eta: 11:07:09, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9031, loss_cls: 1.0866, loss: 1.0866, grad_norm: 8.1207 2020-10-11 12:31:24,440 - mmaction - INFO - Epoch [29][80/1793] lr: 7.500e-04, eta: 11:06:48, time: 0.987, data_time: 0.002, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8906, loss_cls: 1.1941, loss: 1.1941, grad_norm: 8.6426 2020-10-11 12:31:45,312 - mmaction - INFO - Epoch [29][100/1793] lr: 7.500e-04, eta: 11:06:28, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9021, loss_cls: 1.1244, loss: 1.1244, grad_norm: 8.4111 2020-10-11 12:32:05,198 - mmaction - INFO - Epoch [29][120/1793] lr: 7.500e-04, eta: 11:06:07, time: 0.995, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1942, loss: 1.1942, grad_norm: 8.0997 2020-10-11 12:32:25,556 - mmaction - INFO - Epoch [29][140/1793] lr: 7.500e-04, eta: 11:05:47, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8990, loss_cls: 1.0967, loss: 1.0967, grad_norm: 8.0095 2020-10-11 12:32:46,350 - mmaction - INFO - Epoch [29][160/1793] lr: 7.500e-04, eta: 11:05:27, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.8990, loss_cls: 1.0771, loss: 1.0771, grad_norm: 7.8995 2020-10-11 12:33:05,933 - mmaction - INFO - Epoch [29][180/1793] lr: 7.500e-04, eta: 11:05:06, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.9031, loss_cls: 1.1521, loss: 1.1521, grad_norm: 8.6447 2020-10-11 12:33:26,719 - mmaction - INFO - Epoch [29][200/1793] lr: 7.500e-04, eta: 11:04:46, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0342, loss: 1.0342, grad_norm: 8.0358 2020-10-11 12:33:47,535 - mmaction - INFO - Epoch [29][220/1793] lr: 7.500e-04, eta: 11:04:26, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9052, loss_cls: 1.0941, loss: 1.0941, grad_norm: 8.2876 2020-10-11 12:34:07,898 - mmaction - INFO - Epoch [29][240/1793] lr: 7.500e-04, eta: 11:04:06, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8958, loss_cls: 1.0925, loss: 1.0925, grad_norm: 8.3027 2020-10-11 12:34:28,281 - mmaction - INFO - Epoch [29][260/1793] lr: 7.500e-04, eta: 11:03:46, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8948, loss_cls: 1.1203, loss: 1.1203, grad_norm: 7.9647 2020-10-11 12:34:49,022 - mmaction - INFO - Epoch [29][280/1793] lr: 7.500e-04, eta: 11:03:26, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9208, loss_cls: 1.0530, loss: 1.0530, grad_norm: 7.9662 2020-10-11 12:35:08,849 - mmaction - INFO - Epoch [29][300/1793] lr: 7.500e-04, eta: 11:03:05, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.8958, loss_cls: 1.1133, loss: 1.1133, grad_norm: 8.2147 2020-10-11 12:35:29,080 - mmaction - INFO - Epoch [29][320/1793] lr: 7.500e-04, eta: 11:02:44, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8979, loss_cls: 1.1401, loss: 1.1401, grad_norm: 8.0721 2020-10-11 12:35:49,189 - mmaction - INFO - Epoch [29][340/1793] lr: 7.500e-04, eta: 11:02:24, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.8969, loss_cls: 1.1031, loss: 1.1031, grad_norm: 7.9685 2020-10-11 12:36:09,399 - mmaction - INFO - Epoch [29][360/1793] lr: 7.500e-04, eta: 11:02:04, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9052, loss_cls: 1.1178, loss: 1.1178, grad_norm: 8.3807 2020-10-11 12:36:29,732 - mmaction - INFO - Epoch [29][380/1793] lr: 7.500e-04, eta: 11:01:43, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9010, loss_cls: 1.0110, loss: 1.0110, grad_norm: 7.9784 2020-10-11 12:36:49,967 - mmaction - INFO - Epoch [29][400/1793] lr: 7.500e-04, eta: 11:01:23, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8990, loss_cls: 1.1226, loss: 1.1226, grad_norm: 8.2262 2020-10-11 12:37:10,257 - mmaction - INFO - Epoch [29][420/1793] lr: 7.500e-04, eta: 11:01:02, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9094, loss_cls: 1.0916, loss: 1.0916, grad_norm: 8.7401 2020-10-11 12:37:30,402 - mmaction - INFO - Epoch [29][440/1793] lr: 7.500e-04, eta: 11:00:42, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8948, loss_cls: 1.1554, loss: 1.1554, grad_norm: 8.5808 2020-10-11 12:37:50,745 - mmaction - INFO - Epoch [29][460/1793] lr: 7.500e-04, eta: 11:00:22, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.8958, loss_cls: 1.0553, loss: 1.0553, grad_norm: 7.9059 2020-10-11 12:38:11,438 - mmaction - INFO - Epoch [29][480/1793] lr: 7.500e-04, eta: 11:00:02, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8917, loss_cls: 1.1490, loss: 1.1490, grad_norm: 8.7004 2020-10-11 12:38:32,271 - mmaction - INFO - Epoch [29][500/1793] lr: 7.500e-04, eta: 10:59:42, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9271, loss_cls: 1.0376, loss: 1.0376, grad_norm: 8.2301 2020-10-11 12:38:52,422 - mmaction - INFO - Epoch [29][520/1793] lr: 7.500e-04, eta: 10:59:21, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.6833, top5_acc: 0.9021, loss_cls: 1.1716, loss: 1.1716, grad_norm: 8.7531 2020-10-11 12:39:12,341 - mmaction - INFO - Epoch [29][540/1793] lr: 7.500e-04, eta: 10:59:01, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.0863, loss: 1.0863, grad_norm: 8.4117 2020-10-11 12:39:33,200 - mmaction - INFO - Epoch [29][560/1793] lr: 7.500e-04, eta: 10:58:41, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.6896, top5_acc: 0.8938, loss_cls: 1.1581, loss: 1.1581, grad_norm: 8.1439 2020-10-11 12:39:53,573 - mmaction - INFO - Epoch [29][580/1793] lr: 7.500e-04, eta: 10:58:20, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8865, loss_cls: 1.1207, loss: 1.1207, grad_norm: 8.3430 2020-10-11 12:40:13,885 - mmaction - INFO - Epoch [29][600/1793] lr: 7.500e-04, eta: 10:58:00, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8854, loss_cls: 1.1863, loss: 1.1863, grad_norm: 8.6430 2020-10-11 12:40:34,609 - mmaction - INFO - Epoch [29][620/1793] lr: 7.500e-04, eta: 10:57:40, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9031, loss_cls: 1.0756, loss: 1.0756, grad_norm: 8.2863 2020-10-11 12:40:54,455 - mmaction - INFO - Epoch [29][640/1793] lr: 7.500e-04, eta: 10:57:19, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9094, loss_cls: 1.0732, loss: 1.0732, grad_norm: 8.1959 2020-10-11 12:41:14,653 - mmaction - INFO - Epoch [29][660/1793] lr: 7.500e-04, eta: 10:56:59, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8958, loss_cls: 1.1754, loss: 1.1754, grad_norm: 8.6568 2020-10-11 12:41:35,365 - mmaction - INFO - Epoch [29][680/1793] lr: 7.500e-04, eta: 10:56:39, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.6813, top5_acc: 0.8979, loss_cls: 1.1461, loss: 1.1461, grad_norm: 8.4000 2020-10-11 12:41:56,126 - mmaction - INFO - Epoch [29][700/1793] lr: 7.500e-04, eta: 10:56:19, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8885, loss_cls: 1.1480, loss: 1.1480, grad_norm: 8.5115 2020-10-11 12:42:16,413 - mmaction - INFO - Epoch [29][720/1793] lr: 7.500e-04, eta: 10:55:59, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9010, loss_cls: 1.0639, loss: 1.0639, grad_norm: 8.0991 2020-10-11 12:42:36,933 - mmaction - INFO - Epoch [29][740/1793] lr: 7.500e-04, eta: 10:55:38, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9104, loss_cls: 1.1021, loss: 1.1021, grad_norm: 8.2312 2020-10-11 12:42:57,081 - mmaction - INFO - Epoch [29][760/1793] lr: 7.500e-04, eta: 10:55:18, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8969, loss_cls: 1.1984, loss: 1.1984, grad_norm: 8.5197 2020-10-11 12:43:17,026 - mmaction - INFO - Epoch [29][780/1793] lr: 7.500e-04, eta: 10:54:57, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9104, loss_cls: 1.0647, loss: 1.0647, grad_norm: 8.1736 2020-10-11 12:43:37,402 - mmaction - INFO - Epoch [29][800/1793] lr: 7.500e-04, eta: 10:54:37, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8958, loss_cls: 1.1453, loss: 1.1453, grad_norm: 8.3425 2020-10-11 12:43:58,019 - mmaction - INFO - Epoch [29][820/1793] lr: 7.500e-04, eta: 10:54:17, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9052, loss_cls: 1.1323, loss: 1.1323, grad_norm: 8.4312 2020-10-11 12:44:18,114 - mmaction - INFO - Epoch [29][840/1793] lr: 7.500e-04, eta: 10:53:56, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8969, loss_cls: 1.1493, loss: 1.1493, grad_norm: 8.9318 2020-10-11 12:44:39,300 - mmaction - INFO - Epoch [29][860/1793] lr: 7.500e-04, eta: 10:53:37, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.8948, loss_cls: 1.1320, loss: 1.1320, grad_norm: 7.9830 2020-10-11 12:44:59,229 - mmaction - INFO - Epoch [29][880/1793] lr: 7.500e-04, eta: 10:53:16, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0365, loss: 1.0365, grad_norm: 8.1527 2020-10-11 12:45:20,139 - mmaction - INFO - Epoch [29][900/1793] lr: 7.500e-04, eta: 10:52:56, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9115, loss_cls: 1.0576, loss: 1.0576, grad_norm: 8.3595 2020-10-11 12:45:39,961 - mmaction - INFO - Epoch [29][920/1793] lr: 7.500e-04, eta: 10:52:35, time: 0.995, data_time: 0.008, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9229, loss_cls: 1.0186, loss: 1.0186, grad_norm: 8.3348 2020-10-11 12:46:01,470 - mmaction - INFO - Epoch [29][940/1793] lr: 7.500e-04, eta: 10:52:16, time: 1.076, data_time: 0.003, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8979, loss_cls: 1.1251, loss: 1.1251, grad_norm: 8.6066 2020-10-11 12:46:22,163 - mmaction - INFO - Epoch [29][960/1793] lr: 7.500e-04, eta: 10:51:56, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.6906, top5_acc: 0.9062, loss_cls: 1.1443, loss: 1.1443, grad_norm: 8.3053 2020-10-11 12:46:42,667 - mmaction - INFO - Epoch [29][980/1793] lr: 7.500e-04, eta: 10:51:36, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8865, loss_cls: 1.1530, loss: 1.1530, grad_norm: 8.4150 2020-10-11 12:47:02,873 - mmaction - INFO - Epoch [29][1000/1793] lr: 7.500e-04, eta: 10:51:15, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9094, loss_cls: 1.0895, loss: 1.0895, grad_norm: 8.3460 2020-10-11 12:47:22,974 - mmaction - INFO - Epoch [29][1020/1793] lr: 7.500e-04, eta: 10:50:55, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9198, loss_cls: 1.0402, loss: 1.0402, grad_norm: 8.3473 2020-10-11 12:47:44,398 - mmaction - INFO - Epoch [29][1040/1793] lr: 7.500e-04, eta: 10:50:35, time: 1.073, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9062, loss_cls: 1.1394, loss: 1.1394, grad_norm: 8.8739 2020-10-11 12:48:05,080 - mmaction - INFO - Epoch [29][1060/1793] lr: 7.500e-04, eta: 10:50:15, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9146, loss_cls: 1.0661, loss: 1.0661, grad_norm: 8.3124 2020-10-11 12:48:26,674 - mmaction - INFO - Epoch [29][1080/1793] lr: 7.500e-04, eta: 10:49:56, time: 1.076, data_time: 0.005, memory: 10390, top1_acc: 0.6687, top5_acc: 0.8781, loss_cls: 1.2377, loss: 1.2377, grad_norm: 8.9083 2020-10-11 12:48:46,771 - mmaction - INFO - Epoch [29][1100/1793] lr: 7.500e-04, eta: 10:49:35, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8927, loss_cls: 1.1698, loss: 1.1698, grad_norm: 8.5927 2020-10-11 12:49:07,520 - mmaction - INFO - Epoch [29][1120/1793] lr: 7.500e-04, eta: 10:49:15, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8906, loss_cls: 1.1658, loss: 1.1658, grad_norm: 8.7295 2020-10-11 12:49:29,082 - mmaction - INFO - Epoch [29][1140/1793] lr: 7.500e-04, eta: 10:48:56, time: 1.081, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8896, loss_cls: 1.1212, loss: 1.1212, grad_norm: 8.1686 2020-10-11 12:49:49,592 - mmaction - INFO - Epoch [29][1160/1793] lr: 7.500e-04, eta: 10:48:36, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.1132, loss: 1.1132, grad_norm: 8.6043 2020-10-11 12:50:10,859 - mmaction - INFO - Epoch [29][1180/1793] lr: 7.500e-04, eta: 10:48:16, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9156, loss_cls: 1.0441, loss: 1.0441, grad_norm: 8.0630 2020-10-11 12:50:31,406 - mmaction - INFO - Epoch [29][1200/1793] lr: 7.500e-04, eta: 10:47:56, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 1.0311, loss: 1.0311, grad_norm: 8.1948 2020-10-11 12:50:51,494 - mmaction - INFO - Epoch [29][1220/1793] lr: 7.500e-04, eta: 10:47:36, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9042, loss_cls: 1.1713, loss: 1.1713, grad_norm: 8.7047 2020-10-11 12:51:13,069 - mmaction - INFO - Epoch [29][1240/1793] lr: 7.500e-04, eta: 10:47:16, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9073, loss_cls: 1.0949, loss: 1.0949, grad_norm: 8.4424 2020-10-11 12:51:34,097 - mmaction - INFO - Epoch [29][1260/1793] lr: 7.500e-04, eta: 10:46:56, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9156, loss_cls: 1.0864, loss: 1.0864, grad_norm: 8.4292 2020-10-11 12:51:54,530 - mmaction - INFO - Epoch [29][1280/1793] lr: 7.500e-04, eta: 10:46:36, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9188, loss_cls: 1.0138, loss: 1.0138, grad_norm: 8.3789 2020-10-11 12:52:15,276 - mmaction - INFO - Epoch [29][1300/1793] lr: 7.500e-04, eta: 10:46:16, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9177, loss_cls: 1.0387, loss: 1.0387, grad_norm: 8.3171 2020-10-11 12:52:35,808 - mmaction - INFO - Epoch [29][1320/1793] lr: 7.500e-04, eta: 10:45:56, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6917, top5_acc: 0.9031, loss_cls: 1.1667, loss: 1.1667, grad_norm: 8.6206 2020-10-11 12:52:56,864 - mmaction - INFO - Epoch [29][1340/1793] lr: 7.500e-04, eta: 10:45:36, time: 1.053, data_time: 0.004, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9083, loss_cls: 1.1387, loss: 1.1387, grad_norm: 8.6533 2020-10-11 12:53:17,882 - mmaction - INFO - Epoch [29][1360/1793] lr: 7.500e-04, eta: 10:45:16, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8948, loss_cls: 1.1210, loss: 1.1210, grad_norm: 8.4324 2020-10-11 12:53:38,741 - mmaction - INFO - Epoch [29][1380/1793] lr: 7.500e-04, eta: 10:44:56, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6990, top5_acc: 0.8927, loss_cls: 1.2051, loss: 1.2051, grad_norm: 8.5861 2020-10-11 12:53:59,188 - mmaction - INFO - Epoch [29][1400/1793] lr: 7.500e-04, eta: 10:44:36, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.8844, loss_cls: 1.1369, loss: 1.1369, grad_norm: 8.3612 2020-10-11 12:54:19,529 - mmaction - INFO - Epoch [29][1420/1793] lr: 7.500e-04, eta: 10:44:16, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9094, loss_cls: 1.1227, loss: 1.1227, grad_norm: 8.5301 2020-10-11 12:54:39,796 - mmaction - INFO - Epoch [29][1440/1793] lr: 7.500e-04, eta: 10:43:55, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9063, loss_cls: 1.1488, loss: 1.1488, grad_norm: 8.8168 2020-10-11 12:54:59,904 - mmaction - INFO - Epoch [29][1460/1793] lr: 7.500e-04, eta: 10:43:35, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.6844, top5_acc: 0.9052, loss_cls: 1.1571, loss: 1.1571, grad_norm: 8.8067 2020-10-11 12:55:20,208 - mmaction - INFO - Epoch [29][1480/1793] lr: 7.500e-04, eta: 10:43:14, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9104, loss_cls: 1.0775, loss: 1.0775, grad_norm: 8.5701 2020-10-11 12:55:41,288 - mmaction - INFO - Epoch [29][1500/1793] lr: 7.500e-04, eta: 10:42:55, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8927, loss_cls: 1.1353, loss: 1.1353, grad_norm: 8.7039 2020-10-11 12:56:02,429 - mmaction - INFO - Epoch [29][1520/1793] lr: 7.500e-04, eta: 10:42:35, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8875, loss_cls: 1.1646, loss: 1.1646, grad_norm: 8.7576 2020-10-11 12:56:22,820 - mmaction - INFO - Epoch [29][1540/1793] lr: 7.500e-04, eta: 10:42:15, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9094, loss_cls: 1.1079, loss: 1.1079, grad_norm: 8.5290 2020-10-11 12:56:43,012 - mmaction - INFO - Epoch [29][1560/1793] lr: 7.500e-04, eta: 10:41:54, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9156, loss_cls: 1.0642, loss: 1.0642, grad_norm: 8.5951 2020-10-11 12:57:03,464 - mmaction - INFO - Epoch [29][1580/1793] lr: 7.500e-04, eta: 10:41:34, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9094, loss_cls: 1.0766, loss: 1.0766, grad_norm: 8.4444 2020-10-11 12:57:25,070 - mmaction - INFO - Epoch [29][1600/1793] lr: 7.500e-04, eta: 10:41:15, time: 1.079, data_time: 0.005, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9000, loss_cls: 1.1228, loss: 1.1228, grad_norm: 8.6603 2020-10-11 12:57:45,044 - mmaction - INFO - Epoch [29][1620/1793] lr: 7.500e-04, eta: 10:40:54, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9021, loss_cls: 1.0727, loss: 1.0727, grad_norm: 8.4394 2020-10-11 12:58:05,669 - mmaction - INFO - Epoch [29][1640/1793] lr: 7.500e-04, eta: 10:40:34, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7313, top5_acc: 0.8990, loss_cls: 1.0981, loss: 1.0981, grad_norm: 8.2661 2020-10-11 12:58:26,496 - mmaction - INFO - Epoch [29][1660/1793] lr: 7.500e-04, eta: 10:40:14, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8906, loss_cls: 1.1605, loss: 1.1605, grad_norm: 8.6801 2020-10-11 12:58:46,582 - mmaction - INFO - Epoch [29][1680/1793] lr: 7.500e-04, eta: 10:39:53, time: 1.007, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.9063, loss_cls: 1.1164, loss: 1.1164, grad_norm: 8.6020 2020-10-11 12:59:07,069 - mmaction - INFO - Epoch [29][1700/1793] lr: 7.500e-04, eta: 10:39:33, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9000, loss_cls: 1.1078, loss: 1.1078, grad_norm: 8.1028 2020-10-11 12:59:27,470 - mmaction - INFO - Epoch [29][1720/1793] lr: 7.500e-04, eta: 10:39:13, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.6802, top5_acc: 0.8938, loss_cls: 1.1785, loss: 1.1785, grad_norm: 8.8477 2020-10-11 12:59:47,776 - mmaction - INFO - Epoch [29][1740/1793] lr: 7.500e-04, eta: 10:38:52, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0879, loss: 1.0879, grad_norm: 8.4224 2020-10-11 13:00:10,807 - mmaction - INFO - Epoch [29][1760/1793] lr: 7.500e-04, eta: 10:38:34, time: 1.145, data_time: 0.008, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9031, loss_cls: 1.1499, loss: 1.1499, grad_norm: 8.4985 2020-10-11 13:00:30,376 - mmaction - INFO - Epoch [29][1780/1793] lr: 7.500e-04, eta: 10:38:13, time: 0.987, data_time: 0.019, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9115, loss_cls: 1.0734, loss: 1.0734, grad_norm: 8.6037 2020-10-11 13:00:43,427 - mmaction - INFO - Saving checkpoint at 29 epochs 2020-10-11 13:01:15,574 - mmaction - INFO - Epoch [30][20/1793] lr: 7.500e-04, eta: 10:37:38, time: 1.547, data_time: 0.649, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9010, loss_cls: 1.1406, loss: 1.1406, grad_norm: 8.6197 2020-10-11 13:01:34,597 - mmaction - INFO - Epoch [30][40/1793] lr: 7.500e-04, eta: 10:37:17, time: 0.951, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.1050, loss: 1.1050, grad_norm: 8.5903 2020-10-11 13:01:55,130 - mmaction - INFO - Epoch [30][60/1793] lr: 7.500e-04, eta: 10:36:56, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9000, loss_cls: 1.0546, loss: 1.0546, grad_norm: 8.1140 2020-10-11 13:02:15,891 - mmaction - INFO - Epoch [30][80/1793] lr: 7.500e-04, eta: 10:36:36, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9104, loss_cls: 1.0307, loss: 1.0307, grad_norm: 8.2958 2020-10-11 13:02:36,459 - mmaction - INFO - Epoch [30][100/1793] lr: 7.500e-04, eta: 10:36:16, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9083, loss_cls: 1.0830, loss: 1.0830, grad_norm: 8.5307 2020-10-11 13:02:57,005 - mmaction - INFO - Epoch [30][120/1793] lr: 7.500e-04, eta: 10:35:56, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8917, loss_cls: 1.1161, loss: 1.1161, grad_norm: 8.6699 2020-10-11 13:03:17,355 - mmaction - INFO - Epoch [30][140/1793] lr: 7.500e-04, eta: 10:35:36, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0088, loss: 1.0088, grad_norm: 8.0737 2020-10-11 13:03:38,648 - mmaction - INFO - Epoch [30][160/1793] lr: 7.500e-04, eta: 10:35:16, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0518, loss: 1.0518, grad_norm: 8.4317 2020-10-11 13:03:58,678 - mmaction - INFO - Epoch [30][180/1793] lr: 7.500e-04, eta: 10:34:55, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9115, loss_cls: 1.0384, loss: 1.0384, grad_norm: 8.2797 2020-10-11 13:04:19,388 - mmaction - INFO - Epoch [30][200/1793] lr: 7.500e-04, eta: 10:34:35, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9010, loss_cls: 1.0527, loss: 1.0527, grad_norm: 8.1744 2020-10-11 13:04:39,601 - mmaction - INFO - Epoch [30][220/1793] lr: 7.500e-04, eta: 10:34:15, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8906, loss_cls: 1.1545, loss: 1.1545, grad_norm: 8.6537 2020-10-11 13:05:00,308 - mmaction - INFO - Epoch [30][240/1793] lr: 7.500e-04, eta: 10:33:55, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9021, loss_cls: 1.1075, loss: 1.1075, grad_norm: 8.4213 2020-10-11 13:05:20,608 - mmaction - INFO - Epoch [30][260/1793] lr: 7.500e-04, eta: 10:33:35, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8958, loss_cls: 1.1799, loss: 1.1799, grad_norm: 8.9761 2020-10-11 13:05:41,492 - mmaction - INFO - Epoch [30][280/1793] lr: 7.500e-04, eta: 10:33:15, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0333, loss: 1.0333, grad_norm: 8.5392 2020-10-11 13:06:02,057 - mmaction - INFO - Epoch [30][300/1793] lr: 7.500e-04, eta: 10:32:54, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.6823, top5_acc: 0.8958, loss_cls: 1.1723, loss: 1.1723, grad_norm: 8.7742 2020-10-11 13:06:22,736 - mmaction - INFO - Epoch [30][320/1793] lr: 7.500e-04, eta: 10:32:34, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9031, loss_cls: 1.0996, loss: 1.0996, grad_norm: 8.4295 2020-10-11 13:06:43,257 - mmaction - INFO - Epoch [30][340/1793] lr: 7.500e-04, eta: 10:32:14, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8937, loss_cls: 1.1463, loss: 1.1463, grad_norm: 8.8330 2020-10-11 13:07:03,347 - mmaction - INFO - Epoch [30][360/1793] lr: 7.500e-04, eta: 10:31:54, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.6708, top5_acc: 0.9010, loss_cls: 1.1576, loss: 1.1576, grad_norm: 9.1120 2020-10-11 13:07:23,866 - mmaction - INFO - Epoch [30][380/1793] lr: 7.500e-04, eta: 10:31:33, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9000, loss_cls: 1.0670, loss: 1.0670, grad_norm: 8.1762 2020-10-11 13:07:44,721 - mmaction - INFO - Epoch [30][400/1793] lr: 7.500e-04, eta: 10:31:14, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9094, loss_cls: 1.0879, loss: 1.0879, grad_norm: 8.4998 2020-10-11 13:08:05,425 - mmaction - INFO - Epoch [30][420/1793] lr: 7.500e-04, eta: 10:30:53, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9010, loss_cls: 1.1616, loss: 1.1616, grad_norm: 8.7682 2020-10-11 13:08:26,138 - mmaction - INFO - Epoch [30][440/1793] lr: 7.500e-04, eta: 10:30:33, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8865, loss_cls: 1.1794, loss: 1.1794, grad_norm: 8.8383 2020-10-11 13:08:46,695 - mmaction - INFO - Epoch [30][460/1793] lr: 7.500e-04, eta: 10:30:13, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.0924, loss: 1.0924, grad_norm: 8.2743 2020-10-11 13:09:06,864 - mmaction - INFO - Epoch [30][480/1793] lr: 7.500e-04, eta: 10:29:53, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0712, loss: 1.0712, grad_norm: 8.3322 2020-10-11 13:09:27,200 - mmaction - INFO - Epoch [30][500/1793] lr: 7.500e-04, eta: 10:29:32, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9031, loss_cls: 1.0758, loss: 1.0758, grad_norm: 8.3850 2020-10-11 13:09:48,110 - mmaction - INFO - Epoch [30][520/1793] lr: 7.500e-04, eta: 10:29:13, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0792, loss: 1.0792, grad_norm: 8.5474 2020-10-11 13:10:08,709 - mmaction - INFO - Epoch [30][540/1793] lr: 7.500e-04, eta: 10:28:52, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8938, loss_cls: 1.1032, loss: 1.1032, grad_norm: 8.4298 2020-10-11 13:10:29,011 - mmaction - INFO - Epoch [30][560/1793] lr: 7.500e-04, eta: 10:28:32, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9031, loss_cls: 1.0266, loss: 1.0266, grad_norm: 8.3392 2020-10-11 13:10:49,493 - mmaction - INFO - Epoch [30][580/1793] lr: 7.500e-04, eta: 10:28:12, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9229, loss_cls: 0.9941, loss: 0.9941, grad_norm: 8.3519 2020-10-11 13:11:10,107 - mmaction - INFO - Epoch [30][600/1793] lr: 7.500e-04, eta: 10:27:52, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8979, loss_cls: 1.0744, loss: 1.0744, grad_norm: 8.6878 2020-10-11 13:11:30,609 - mmaction - INFO - Epoch [30][620/1793] lr: 7.500e-04, eta: 10:27:31, time: 1.026, data_time: 0.004, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8885, loss_cls: 1.1706, loss: 1.1706, grad_norm: 8.9385 2020-10-11 13:11:51,086 - mmaction - INFO - Epoch [30][640/1793] lr: 7.500e-04, eta: 10:27:11, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8917, loss_cls: 1.0977, loss: 1.0977, grad_norm: 8.6743 2020-10-11 13:12:12,381 - mmaction - INFO - Epoch [30][660/1793] lr: 7.500e-04, eta: 10:26:52, time: 1.065, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9000, loss_cls: 1.1348, loss: 1.1348, grad_norm: 8.6225 2020-10-11 13:12:33,126 - mmaction - INFO - Epoch [30][680/1793] lr: 7.500e-04, eta: 10:26:31, time: 1.037, data_time: 0.004, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9104, loss_cls: 1.0989, loss: 1.0989, grad_norm: 8.3880 2020-10-11 13:12:53,408 - mmaction - INFO - Epoch [30][700/1793] lr: 7.500e-04, eta: 10:26:11, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9115, loss_cls: 1.0652, loss: 1.0652, grad_norm: 8.3123 2020-10-11 13:13:13,953 - mmaction - INFO - Epoch [30][720/1793] lr: 7.500e-04, eta: 10:25:51, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8927, loss_cls: 1.1185, loss: 1.1185, grad_norm: 8.5414 2020-10-11 13:13:34,439 - mmaction - INFO - Epoch [30][740/1793] lr: 7.500e-04, eta: 10:25:31, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9031, loss_cls: 1.0789, loss: 1.0789, grad_norm: 8.3927 2020-10-11 13:13:54,818 - mmaction - INFO - Epoch [30][760/1793] lr: 7.500e-04, eta: 10:25:10, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9062, loss_cls: 1.0229, loss: 1.0229, grad_norm: 8.4312 2020-10-11 13:14:15,442 - mmaction - INFO - Epoch [30][780/1793] lr: 7.500e-04, eta: 10:24:50, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7063, top5_acc: 0.8979, loss_cls: 1.1196, loss: 1.1196, grad_norm: 8.7557 2020-10-11 13:14:35,723 - mmaction - INFO - Epoch [30][800/1793] lr: 7.500e-04, eta: 10:24:30, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8792, loss_cls: 1.1798, loss: 1.1798, grad_norm: 8.5658 2020-10-11 13:14:56,339 - mmaction - INFO - Epoch [30][820/1793] lr: 7.500e-04, eta: 10:24:10, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9125, loss_cls: 1.0467, loss: 1.0467, grad_norm: 8.0819 2020-10-11 13:15:17,409 - mmaction - INFO - Epoch [30][840/1793] lr: 7.500e-04, eta: 10:23:50, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8865, loss_cls: 1.2065, loss: 1.2065, grad_norm: 8.9378 2020-10-11 13:15:37,419 - mmaction - INFO - Epoch [30][860/1793] lr: 7.500e-04, eta: 10:23:29, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9063, loss_cls: 1.0744, loss: 1.0744, grad_norm: 8.7525 2020-10-11 13:15:58,001 - mmaction - INFO - Epoch [30][880/1793] lr: 7.500e-04, eta: 10:23:09, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9031, loss_cls: 1.0962, loss: 1.0962, grad_norm: 8.6256 2020-10-11 13:16:19,231 - mmaction - INFO - Epoch [30][900/1793] lr: 7.500e-04, eta: 10:22:49, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9000, loss_cls: 1.0803, loss: 1.0803, grad_norm: 8.7835 2020-10-11 13:16:39,228 - mmaction - INFO - Epoch [30][920/1793] lr: 7.500e-04, eta: 10:22:29, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9031, loss_cls: 1.1031, loss: 1.1031, grad_norm: 8.5794 2020-10-11 13:17:00,570 - mmaction - INFO - Epoch [30][940/1793] lr: 7.500e-04, eta: 10:22:09, time: 1.067, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8979, loss_cls: 1.0904, loss: 1.0904, grad_norm: 8.4813 2020-10-11 13:17:20,972 - mmaction - INFO - Epoch [30][960/1793] lr: 7.500e-04, eta: 10:21:49, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9000, loss_cls: 1.1181, loss: 1.1181, grad_norm: 8.4897 2020-10-11 13:17:41,556 - mmaction - INFO - Epoch [30][980/1793] lr: 7.500e-04, eta: 10:21:29, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8969, loss_cls: 1.1091, loss: 1.1091, grad_norm: 8.6726 2020-10-11 13:18:02,167 - mmaction - INFO - Epoch [30][1000/1793] lr: 7.500e-04, eta: 10:21:09, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9021, loss_cls: 1.1274, loss: 1.1274, grad_norm: 8.8987 2020-10-11 13:18:22,269 - mmaction - INFO - Epoch [30][1020/1793] lr: 7.500e-04, eta: 10:20:48, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9052, loss_cls: 1.1384, loss: 1.1384, grad_norm: 9.1578 2020-10-11 13:18:42,681 - mmaction - INFO - Epoch [30][1040/1793] lr: 7.500e-04, eta: 10:20:28, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8958, loss_cls: 1.1337, loss: 1.1337, grad_norm: 8.7199 2020-10-11 13:19:03,509 - mmaction - INFO - Epoch [30][1060/1793] lr: 7.500e-04, eta: 10:20:08, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.6708, top5_acc: 0.8917, loss_cls: 1.1481, loss: 1.1481, grad_norm: 8.8769 2020-10-11 13:19:24,644 - mmaction - INFO - Epoch [30][1080/1793] lr: 7.500e-04, eta: 10:19:48, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8990, loss_cls: 1.1180, loss: 1.1180, grad_norm: 8.3106 2020-10-11 13:19:45,131 - mmaction - INFO - Epoch [30][1100/1793] lr: 7.500e-04, eta: 10:19:28, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9052, loss_cls: 1.0597, loss: 1.0597, grad_norm: 8.6149 2020-10-11 13:20:05,583 - mmaction - INFO - Epoch [30][1120/1793] lr: 7.500e-04, eta: 10:19:08, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8948, loss_cls: 1.1545, loss: 1.1545, grad_norm: 8.9917 2020-10-11 13:20:25,986 - mmaction - INFO - Epoch [30][1140/1793] lr: 7.500e-04, eta: 10:18:47, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8906, loss_cls: 1.1162, loss: 1.1162, grad_norm: 8.7192 2020-10-11 13:20:46,745 - mmaction - INFO - Epoch [30][1160/1793] lr: 7.500e-04, eta: 10:18:27, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9010, loss_cls: 1.1702, loss: 1.1702, grad_norm: 9.0094 2020-10-11 13:21:07,196 - mmaction - INFO - Epoch [30][1180/1793] lr: 7.500e-04, eta: 10:18:07, time: 1.023, data_time: 0.004, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9062, loss_cls: 1.0078, loss: 1.0078, grad_norm: 8.5750 2020-10-11 13:21:27,980 - mmaction - INFO - Epoch [30][1200/1793] lr: 7.500e-04, eta: 10:17:47, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.8948, loss_cls: 1.0790, loss: 1.0790, grad_norm: 8.7342 2020-10-11 13:21:48,317 - mmaction - INFO - Epoch [30][1220/1793] lr: 7.500e-04, eta: 10:17:27, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.0883, loss: 1.0883, grad_norm: 8.6298 2020-10-11 13:22:09,291 - mmaction - INFO - Epoch [30][1240/1793] lr: 7.500e-04, eta: 10:17:07, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.6854, top5_acc: 0.9000, loss_cls: 1.1202, loss: 1.1202, grad_norm: 8.8361 2020-10-11 13:22:30,631 - mmaction - INFO - Epoch [30][1260/1793] lr: 7.500e-04, eta: 10:16:47, time: 1.068, data_time: 0.008, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8885, loss_cls: 1.1602, loss: 1.1602, grad_norm: 9.2076 2020-10-11 13:22:51,740 - mmaction - INFO - Epoch [30][1280/1793] lr: 7.500e-04, eta: 10:16:27, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8979, loss_cls: 1.1290, loss: 1.1290, grad_norm: 8.7654 2020-10-11 13:23:13,617 - mmaction - INFO - Epoch [30][1300/1793] lr: 7.500e-04, eta: 10:16:08, time: 1.093, data_time: 0.003, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9229, loss_cls: 0.9945, loss: 0.9945, grad_norm: 8.5861 2020-10-11 13:23:34,490 - mmaction - INFO - Epoch [30][1320/1793] lr: 7.500e-04, eta: 10:15:48, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.6969, top5_acc: 0.9021, loss_cls: 1.1459, loss: 1.1459, grad_norm: 8.8299 2020-10-11 13:23:54,953 - mmaction - INFO - Epoch [30][1340/1793] lr: 7.500e-04, eta: 10:15:28, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9156, loss_cls: 1.0083, loss: 1.0083, grad_norm: 8.3544 2020-10-11 13:24:15,628 - mmaction - INFO - Epoch [30][1360/1793] lr: 7.500e-04, eta: 10:15:08, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8958, loss_cls: 1.0719, loss: 1.0719, grad_norm: 7.9568 2020-10-11 13:24:35,886 - mmaction - INFO - Epoch [30][1380/1793] lr: 7.500e-04, eta: 10:14:47, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.6958, top5_acc: 0.8854, loss_cls: 1.1637, loss: 1.1637, grad_norm: 8.9385 2020-10-11 13:24:56,234 - mmaction - INFO - Epoch [30][1400/1793] lr: 7.500e-04, eta: 10:14:27, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9062, loss_cls: 1.0573, loss: 1.0573, grad_norm: 8.5584 2020-10-11 13:25:16,529 - mmaction - INFO - Epoch [30][1420/1793] lr: 7.500e-04, eta: 10:14:07, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9073, loss_cls: 1.1154, loss: 1.1154, grad_norm: 8.7123 2020-10-11 13:25:37,594 - mmaction - INFO - Epoch [30][1440/1793] lr: 7.500e-04, eta: 10:13:47, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9000, loss_cls: 1.1407, loss: 1.1407, grad_norm: 8.6339 2020-10-11 13:25:58,036 - mmaction - INFO - Epoch [30][1460/1793] lr: 7.500e-04, eta: 10:13:26, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1868, loss: 1.1868, grad_norm: 8.7582 2020-10-11 13:26:19,026 - mmaction - INFO - Epoch [30][1480/1793] lr: 7.500e-04, eta: 10:13:06, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.6875, top5_acc: 0.8927, loss_cls: 1.1718, loss: 1.1718, grad_norm: 9.1248 2020-10-11 13:26:39,537 - mmaction - INFO - Epoch [30][1500/1793] lr: 7.500e-04, eta: 10:12:46, time: 1.030, data_time: 0.008, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9021, loss_cls: 1.0467, loss: 1.0467, grad_norm: 8.7431 2020-10-11 13:27:00,469 - mmaction - INFO - Epoch [30][1520/1793] lr: 7.500e-04, eta: 10:12:26, time: 1.047, data_time: 0.003, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9031, loss_cls: 1.1024, loss: 1.1024, grad_norm: 8.7378 2020-10-11 13:27:21,826 - mmaction - INFO - Epoch [30][1540/1793] lr: 7.500e-04, eta: 10:12:07, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9052, loss_cls: 1.0591, loss: 1.0591, grad_norm: 8.5441 2020-10-11 13:27:42,264 - mmaction - INFO - Epoch [30][1560/1793] lr: 7.500e-04, eta: 10:11:46, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8927, loss_cls: 1.1099, loss: 1.1099, grad_norm: 8.5564 2020-10-11 13:28:03,446 - mmaction - INFO - Epoch [30][1580/1793] lr: 7.500e-04, eta: 10:11:27, time: 1.059, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9073, loss_cls: 1.1162, loss: 1.1162, grad_norm: 8.6512 2020-10-11 13:28:24,203 - mmaction - INFO - Epoch [30][1600/1793] lr: 7.500e-04, eta: 10:11:07, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8958, loss_cls: 1.1410, loss: 1.1410, grad_norm: 8.8645 2020-10-11 13:28:44,561 - mmaction - INFO - Epoch [30][1620/1793] lr: 7.500e-04, eta: 10:10:46, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9187, loss_cls: 1.0318, loss: 1.0318, grad_norm: 8.3471 2020-10-11 13:29:05,614 - mmaction - INFO - Epoch [30][1640/1793] lr: 7.500e-04, eta: 10:10:26, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.6760, top5_acc: 0.8854, loss_cls: 1.1998, loss: 1.1998, grad_norm: 9.3927 2020-10-11 13:29:27,258 - mmaction - INFO - Epoch [30][1660/1793] lr: 7.500e-04, eta: 10:10:07, time: 1.081, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9021, loss_cls: 1.0939, loss: 1.0939, grad_norm: 8.6177 2020-10-11 13:29:49,305 - mmaction - INFO - Epoch [30][1680/1793] lr: 7.500e-04, eta: 10:09:48, time: 1.105, data_time: 0.007, memory: 10390, top1_acc: 0.6969, top5_acc: 0.8917, loss_cls: 1.1632, loss: 1.1632, grad_norm: 8.7631 2020-10-11 13:30:10,255 - mmaction - INFO - Epoch [30][1700/1793] lr: 7.500e-04, eta: 10:09:28, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8938, loss_cls: 1.1870, loss: 1.1870, grad_norm: 9.1338 2020-10-11 13:30:31,000 - mmaction - INFO - Epoch [30][1720/1793] lr: 7.500e-04, eta: 10:09:08, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8937, loss_cls: 1.1129, loss: 1.1129, grad_norm: 8.8381 2020-10-11 13:30:51,342 - mmaction - INFO - Epoch [30][1740/1793] lr: 7.500e-04, eta: 10:08:47, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.6990, top5_acc: 0.9010, loss_cls: 1.1110, loss: 1.1110, grad_norm: 9.0751 2020-10-11 13:31:12,635 - mmaction - INFO - Epoch [30][1760/1793] lr: 7.500e-04, eta: 10:08:28, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9052, loss_cls: 1.1331, loss: 1.1331, grad_norm: 9.0709 2020-10-11 13:31:32,969 - mmaction - INFO - Epoch [30][1780/1793] lr: 7.500e-04, eta: 10:08:07, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8969, loss_cls: 1.0884, loss: 1.0884, grad_norm: 8.4951 2020-10-11 13:31:46,105 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-11 13:32:15,027 - mmaction - INFO - Epoch [31][20/1793] lr: 7.500e-04, eta: 10:07:30, time: 1.372, data_time: 0.409, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9031, loss_cls: 1.0705, loss: 1.0705, grad_norm: 8.3331 2020-10-11 13:32:35,147 - mmaction - INFO - Epoch [31][40/1793] lr: 7.500e-04, eta: 10:07:09, time: 1.007, data_time: 0.004, memory: 10390, top1_acc: 0.6927, top5_acc: 0.9010, loss_cls: 1.1183, loss: 1.1183, grad_norm: 8.7217 2020-10-11 13:32:55,102 - mmaction - INFO - Epoch [31][60/1793] lr: 7.500e-04, eta: 10:06:49, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9177, loss_cls: 1.0260, loss: 1.0260, grad_norm: 8.5161 2020-10-11 13:33:15,249 - mmaction - INFO - Epoch [31][80/1793] lr: 7.500e-04, eta: 10:06:28, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8990, loss_cls: 1.0997, loss: 1.0997, grad_norm: 9.0407 2020-10-11 13:33:35,940 - mmaction - INFO - Epoch [31][100/1793] lr: 7.500e-04, eta: 10:06:08, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9188, loss_cls: 0.9843, loss: 0.9843, grad_norm: 8.1420 2020-10-11 13:33:56,294 - mmaction - INFO - Epoch [31][120/1793] lr: 7.500e-04, eta: 10:05:48, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9073, loss_cls: 1.0410, loss: 1.0410, grad_norm: 8.8088 2020-10-11 13:34:17,057 - mmaction - INFO - Epoch [31][140/1793] lr: 7.500e-04, eta: 10:05:28, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9010, loss_cls: 1.1128, loss: 1.1128, grad_norm: 8.9074 2020-10-11 13:34:37,576 - mmaction - INFO - Epoch [31][160/1793] lr: 7.500e-04, eta: 10:05:07, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9000, loss_cls: 1.0849, loss: 1.0849, grad_norm: 8.4024 2020-10-11 13:34:58,150 - mmaction - INFO - Epoch [31][180/1793] lr: 7.500e-04, eta: 10:04:47, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.0729, loss: 1.0729, grad_norm: 8.6937 2020-10-11 13:35:18,956 - mmaction - INFO - Epoch [31][200/1793] lr: 7.500e-04, eta: 10:04:27, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9021, loss_cls: 1.1190, loss: 1.1190, grad_norm: 8.9686 2020-10-11 13:35:39,248 - mmaction - INFO - Epoch [31][220/1793] lr: 7.500e-04, eta: 10:04:07, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0355, loss: 1.0355, grad_norm: 8.2937 2020-10-11 13:36:00,294 - mmaction - INFO - Epoch [31][240/1793] lr: 7.500e-04, eta: 10:03:47, time: 1.053, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 1.0147, loss: 1.0147, grad_norm: 8.3906 2020-10-11 13:36:20,494 - mmaction - INFO - Epoch [31][260/1793] lr: 7.500e-04, eta: 10:03:27, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.8875, loss_cls: 1.1108, loss: 1.1108, grad_norm: 8.6329 2020-10-11 13:36:41,384 - mmaction - INFO - Epoch [31][280/1793] lr: 7.500e-04, eta: 10:03:07, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9062, loss_cls: 1.0951, loss: 1.0951, grad_norm: 9.0877 2020-10-11 13:37:02,130 - mmaction - INFO - Epoch [31][300/1793] lr: 7.500e-04, eta: 10:02:46, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8990, loss_cls: 1.1261, loss: 1.1261, grad_norm: 9.1154 2020-10-11 13:37:22,635 - mmaction - INFO - Epoch [31][320/1793] lr: 7.500e-04, eta: 10:02:26, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9031, loss_cls: 1.1292, loss: 1.1292, grad_norm: 8.8565 2020-10-11 13:37:44,172 - mmaction - INFO - Epoch [31][340/1793] lr: 7.500e-04, eta: 10:02:07, time: 1.079, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8844, loss_cls: 1.1594, loss: 1.1594, grad_norm: 8.7819 2020-10-11 13:38:05,315 - mmaction - INFO - Epoch [31][360/1793] lr: 7.500e-04, eta: 10:01:47, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.0744, loss: 1.0744, grad_norm: 8.7558 2020-10-11 13:38:25,759 - mmaction - INFO - Epoch [31][380/1793] lr: 7.500e-04, eta: 10:01:27, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.0938, loss: 1.0938, grad_norm: 8.3865 2020-10-11 13:38:46,515 - mmaction - INFO - Epoch [31][400/1793] lr: 7.500e-04, eta: 10:01:06, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 1.0221, loss: 1.0221, grad_norm: 8.7455 2020-10-11 13:39:06,982 - mmaction - INFO - Epoch [31][420/1793] lr: 7.500e-04, eta: 10:00:46, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9052, loss_cls: 1.0725, loss: 1.0725, grad_norm: 8.7823 2020-10-11 13:39:27,903 - mmaction - INFO - Epoch [31][440/1793] lr: 7.500e-04, eta: 10:00:26, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9208, loss_cls: 1.0253, loss: 1.0253, grad_norm: 8.7818 2020-10-11 13:39:48,989 - mmaction - INFO - Epoch [31][460/1793] lr: 7.500e-04, eta: 10:00:06, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9021, loss_cls: 1.0646, loss: 1.0646, grad_norm: 8.9366 2020-10-11 13:40:09,929 - mmaction - INFO - Epoch [31][480/1793] lr: 7.500e-04, eta: 9:59:46, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9115, loss_cls: 1.0311, loss: 1.0311, grad_norm: 8.5552 2020-10-11 13:40:30,547 - mmaction - INFO - Epoch [31][500/1793] lr: 7.500e-04, eta: 9:59:26, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.9021, loss_cls: 1.0972, loss: 1.0972, grad_norm: 9.0327 2020-10-11 13:40:51,010 - mmaction - INFO - Epoch [31][520/1793] lr: 7.500e-04, eta: 9:59:06, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.8917, loss_cls: 1.1199, loss: 1.1199, grad_norm: 8.7126 2020-10-11 13:41:11,513 - mmaction - INFO - Epoch [31][540/1793] lr: 7.500e-04, eta: 9:58:46, time: 1.029, data_time: 0.008, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9094, loss_cls: 1.1134, loss: 1.1134, grad_norm: 8.9218 2020-10-11 13:41:32,232 - mmaction - INFO - Epoch [31][560/1793] lr: 7.500e-04, eta: 9:58:26, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8896, loss_cls: 1.1191, loss: 1.1191, grad_norm: 8.8831 2020-10-11 13:41:53,244 - mmaction - INFO - Epoch [31][580/1793] lr: 7.500e-04, eta: 9:58:06, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9219, loss_cls: 1.0307, loss: 1.0307, grad_norm: 9.0494 2020-10-11 13:42:13,837 - mmaction - INFO - Epoch [31][600/1793] lr: 7.500e-04, eta: 9:57:46, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8938, loss_cls: 1.1121, loss: 1.1121, grad_norm: 8.6525 2020-10-11 13:42:34,594 - mmaction - INFO - Epoch [31][620/1793] lr: 7.500e-04, eta: 9:57:26, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9021, loss_cls: 1.0986, loss: 1.0986, grad_norm: 8.7036 2020-10-11 13:42:55,473 - mmaction - INFO - Epoch [31][640/1793] lr: 7.500e-04, eta: 9:57:06, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.0785, loss: 1.0785, grad_norm: 9.2270 2020-10-11 13:43:15,773 - mmaction - INFO - Epoch [31][660/1793] lr: 7.500e-04, eta: 9:56:45, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9156, loss_cls: 1.0608, loss: 1.0608, grad_norm: 8.8049 2020-10-11 13:43:37,191 - mmaction - INFO - Epoch [31][680/1793] lr: 7.500e-04, eta: 9:56:26, time: 1.071, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9918, loss: 0.9918, grad_norm: 8.5880 2020-10-11 13:43:56,841 - mmaction - INFO - Epoch [31][700/1793] lr: 7.500e-04, eta: 9:56:05, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.6875, top5_acc: 0.9000, loss_cls: 1.1446, loss: 1.1446, grad_norm: 9.2820 2020-10-11 13:44:17,679 - mmaction - INFO - Epoch [31][720/1793] lr: 7.500e-04, eta: 9:55:45, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9094, loss_cls: 1.1025, loss: 1.1025, grad_norm: 9.0941 2020-10-11 13:44:38,108 - mmaction - INFO - Epoch [31][740/1793] lr: 7.500e-04, eta: 9:55:24, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8885, loss_cls: 1.1335, loss: 1.1335, grad_norm: 8.9117 2020-10-11 13:44:59,639 - mmaction - INFO - Epoch [31][760/1793] lr: 7.500e-04, eta: 9:55:05, time: 1.077, data_time: 0.002, memory: 10390, top1_acc: 0.7062, top5_acc: 0.9010, loss_cls: 1.1057, loss: 1.1057, grad_norm: 9.0687 2020-10-11 13:45:19,918 - mmaction - INFO - Epoch [31][780/1793] lr: 7.500e-04, eta: 9:54:44, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9083, loss_cls: 1.0843, loss: 1.0843, grad_norm: 8.6812 2020-10-11 13:45:40,668 - mmaction - INFO - Epoch [31][800/1793] lr: 7.500e-04, eta: 9:54:24, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9135, loss_cls: 1.0743, loss: 1.0743, grad_norm: 8.8102 2020-10-11 13:46:02,446 - mmaction - INFO - Epoch [31][820/1793] lr: 7.500e-04, eta: 9:54:05, time: 1.089, data_time: 0.003, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0250, loss: 1.0250, grad_norm: 8.4923 2020-10-11 13:46:23,168 - mmaction - INFO - Epoch [31][840/1793] lr: 7.500e-04, eta: 9:53:45, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9042, loss_cls: 1.1140, loss: 1.1140, grad_norm: 8.8674 2020-10-11 13:46:44,489 - mmaction - INFO - Epoch [31][860/1793] lr: 7.500e-04, eta: 9:53:25, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9000, loss_cls: 1.1232, loss: 1.1232, grad_norm: 8.9848 2020-10-11 13:47:04,227 - mmaction - INFO - Epoch [31][880/1793] lr: 7.500e-04, eta: 9:53:04, time: 0.987, data_time: 0.003, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9125, loss_cls: 1.0667, loss: 1.0667, grad_norm: 8.5988 2020-10-11 13:47:25,035 - mmaction - INFO - Epoch [31][900/1793] lr: 7.500e-04, eta: 9:52:44, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9083, loss_cls: 1.0652, loss: 1.0652, grad_norm: 8.6989 2020-10-11 13:47:45,689 - mmaction - INFO - Epoch [31][920/1793] lr: 7.500e-04, eta: 9:52:24, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9073, loss_cls: 1.0786, loss: 1.0786, grad_norm: 8.8303 2020-10-11 13:48:06,258 - mmaction - INFO - Epoch [31][940/1793] lr: 7.500e-04, eta: 9:52:04, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.7062, top5_acc: 0.8990, loss_cls: 1.1344, loss: 1.1344, grad_norm: 8.8527 2020-10-11 13:48:26,370 - mmaction - INFO - Epoch [31][960/1793] lr: 7.500e-04, eta: 9:51:43, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8906, loss_cls: 1.1394, loss: 1.1394, grad_norm: 9.1416 2020-10-11 13:48:47,474 - mmaction - INFO - Epoch [31][980/1793] lr: 7.500e-04, eta: 9:51:24, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9063, loss_cls: 1.0786, loss: 1.0786, grad_norm: 8.8527 2020-10-11 13:49:07,862 - mmaction - INFO - Epoch [31][1000/1793] lr: 7.500e-04, eta: 9:51:03, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9083, loss_cls: 1.0400, loss: 1.0400, grad_norm: 8.8260 2020-10-11 13:49:28,551 - mmaction - INFO - Epoch [31][1020/1793] lr: 7.500e-04, eta: 9:50:43, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.6885, top5_acc: 0.9073, loss_cls: 1.1263, loss: 1.1263, grad_norm: 9.4383 2020-10-11 13:49:49,864 - mmaction - INFO - Epoch [31][1040/1793] lr: 7.500e-04, eta: 9:50:23, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8948, loss_cls: 1.1079, loss: 1.1079, grad_norm: 9.1869 2020-10-11 13:50:10,126 - mmaction - INFO - Epoch [31][1060/1793] lr: 7.500e-04, eta: 9:50:03, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9073, loss_cls: 1.0363, loss: 1.0363, grad_norm: 8.6224 2020-10-11 13:50:30,716 - mmaction - INFO - Epoch [31][1080/1793] lr: 7.500e-04, eta: 9:49:43, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9146, loss_cls: 1.0357, loss: 1.0357, grad_norm: 8.8987 2020-10-11 13:50:51,202 - mmaction - INFO - Epoch [31][1100/1793] lr: 7.500e-04, eta: 9:49:23, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8875, loss_cls: 1.1448, loss: 1.1448, grad_norm: 9.0990 2020-10-11 13:51:12,410 - mmaction - INFO - Epoch [31][1120/1793] lr: 7.500e-04, eta: 9:49:03, time: 1.064, data_time: 0.007, memory: 10390, top1_acc: 0.7000, top5_acc: 0.8833, loss_cls: 1.1375, loss: 1.1375, grad_norm: 8.9876 2020-10-11 13:51:32,469 - mmaction - INFO - Epoch [31][1140/1793] lr: 7.500e-04, eta: 9:48:42, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9052, loss_cls: 1.0609, loss: 1.0609, grad_norm: 8.7248 2020-10-11 13:51:52,812 - mmaction - INFO - Epoch [31][1160/1793] lr: 7.500e-04, eta: 9:48:22, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.6958, top5_acc: 0.9156, loss_cls: 1.0911, loss: 1.0911, grad_norm: 8.7900 2020-10-11 13:52:13,658 - mmaction - INFO - Epoch [31][1180/1793] lr: 7.500e-04, eta: 9:48:02, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9021, loss_cls: 1.1101, loss: 1.1101, grad_norm: 9.3641 2020-10-11 13:52:33,777 - mmaction - INFO - Epoch [31][1200/1793] lr: 7.500e-04, eta: 9:47:41, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8948, loss_cls: 1.1327, loss: 1.1327, grad_norm: 9.3346 2020-10-11 13:52:54,123 - mmaction - INFO - Epoch [31][1220/1793] lr: 7.500e-04, eta: 9:47:21, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.6938, top5_acc: 0.9031, loss_cls: 1.1292, loss: 1.1292, grad_norm: 8.6281 2020-10-11 13:53:15,413 - mmaction - INFO - Epoch [31][1240/1793] lr: 7.500e-04, eta: 9:47:01, time: 1.064, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9073, loss_cls: 1.0501, loss: 1.0501, grad_norm: 8.9857 2020-10-11 13:53:35,805 - mmaction - INFO - Epoch [31][1260/1793] lr: 7.500e-04, eta: 9:46:41, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9177, loss_cls: 1.0139, loss: 1.0139, grad_norm: 8.6930 2020-10-11 13:53:56,355 - mmaction - INFO - Epoch [31][1280/1793] lr: 7.500e-04, eta: 9:46:21, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9104, loss_cls: 1.0799, loss: 1.0799, grad_norm: 9.0604 2020-10-11 13:54:17,361 - mmaction - INFO - Epoch [31][1300/1793] lr: 7.500e-04, eta: 9:46:01, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1164, loss: 1.1164, grad_norm: 9.0970 2020-10-11 13:54:37,706 - mmaction - INFO - Epoch [31][1320/1793] lr: 7.500e-04, eta: 9:45:40, time: 1.016, data_time: 0.004, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9063, loss_cls: 1.0710, loss: 1.0710, grad_norm: 8.7449 2020-10-11 13:54:58,163 - mmaction - INFO - Epoch [31][1340/1793] lr: 7.500e-04, eta: 9:45:20, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.8906, loss_cls: 1.1034, loss: 1.1034, grad_norm: 8.8847 2020-10-11 13:55:18,848 - mmaction - INFO - Epoch [31][1360/1793] lr: 7.500e-04, eta: 9:45:00, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9177, loss_cls: 1.0781, loss: 1.0781, grad_norm: 9.1597 2020-10-11 13:55:39,380 - mmaction - INFO - Epoch [31][1380/1793] lr: 7.500e-04, eta: 9:44:40, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.0529, loss: 1.0529, grad_norm: 8.7907 2020-10-11 13:55:59,998 - mmaction - INFO - Epoch [31][1400/1793] lr: 7.500e-04, eta: 9:44:20, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.0848, loss: 1.0848, grad_norm: 8.7373 2020-10-11 13:56:20,376 - mmaction - INFO - Epoch [31][1420/1793] lr: 7.500e-04, eta: 9:43:59, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8990, loss_cls: 1.1179, loss: 1.1179, grad_norm: 9.0377 2020-10-11 13:56:41,281 - mmaction - INFO - Epoch [31][1440/1793] lr: 7.500e-04, eta: 9:43:39, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.6948, top5_acc: 0.8885, loss_cls: 1.1504, loss: 1.1504, grad_norm: 9.2063 2020-10-11 13:57:01,887 - mmaction - INFO - Epoch [31][1460/1793] lr: 7.500e-04, eta: 9:43:19, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.6865, top5_acc: 0.8969, loss_cls: 1.1499, loss: 1.1499, grad_norm: 9.0298 2020-10-11 13:57:22,382 - mmaction - INFO - Epoch [31][1480/1793] lr: 7.500e-04, eta: 9:42:59, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9156, loss_cls: 1.0404, loss: 1.0404, grad_norm: 9.1995 2020-10-11 13:57:43,499 - mmaction - INFO - Epoch [31][1500/1793] lr: 7.500e-04, eta: 9:42:39, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9010, loss_cls: 1.1402, loss: 1.1402, grad_norm: 8.9115 2020-10-11 13:58:03,990 - mmaction - INFO - Epoch [31][1520/1793] lr: 7.500e-04, eta: 9:42:19, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.8958, loss_cls: 1.1024, loss: 1.1024, grad_norm: 8.7333 2020-10-11 13:58:24,449 - mmaction - INFO - Epoch [31][1540/1793] lr: 7.500e-04, eta: 9:41:58, time: 1.021, data_time: 0.004, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9052, loss_cls: 1.0646, loss: 1.0646, grad_norm: 8.8488 2020-10-11 13:58:44,970 - mmaction - INFO - Epoch [31][1560/1793] lr: 7.500e-04, eta: 9:41:38, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9104, loss_cls: 1.0429, loss: 1.0429, grad_norm: 8.8479 2020-10-11 13:59:06,345 - mmaction - INFO - Epoch [31][1580/1793] lr: 7.500e-04, eta: 9:41:18, time: 1.069, data_time: 0.003, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9042, loss_cls: 1.0536, loss: 1.0536, grad_norm: 8.5663 2020-10-11 13:59:26,573 - mmaction - INFO - Epoch [31][1600/1793] lr: 7.500e-04, eta: 9:40:58, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9115, loss_cls: 1.0942, loss: 1.0942, grad_norm: 9.1624 2020-10-11 13:59:46,932 - mmaction - INFO - Epoch [31][1620/1793] lr: 7.500e-04, eta: 9:40:38, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.6844, top5_acc: 0.8844, loss_cls: 1.2091, loss: 1.2091, grad_norm: 9.3947 2020-10-11 14:00:08,114 - mmaction - INFO - Epoch [31][1640/1793] lr: 7.500e-04, eta: 9:40:18, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.8969, loss_cls: 1.1221, loss: 1.1221, grad_norm: 9.1114 2020-10-11 14:00:28,065 - mmaction - INFO - Epoch [31][1660/1793] lr: 7.500e-04, eta: 9:39:57, time: 1.003, data_time: 0.015, memory: 10390, top1_acc: 0.7031, top5_acc: 0.8979, loss_cls: 1.1225, loss: 1.1225, grad_norm: 8.9078 2020-10-11 14:00:48,561 - mmaction - INFO - Epoch [31][1680/1793] lr: 7.500e-04, eta: 9:39:37, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8854, loss_cls: 1.1364, loss: 1.1364, grad_norm: 9.0036 2020-10-11 14:01:09,111 - mmaction - INFO - Epoch [31][1700/1793] lr: 7.500e-04, eta: 9:39:17, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9094, loss_cls: 1.0157, loss: 1.0157, grad_norm: 8.2742 2020-10-11 14:01:29,704 - mmaction - INFO - Epoch [31][1720/1793] lr: 7.500e-04, eta: 9:38:57, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9115, loss_cls: 1.0221, loss: 1.0221, grad_norm: 8.7663 2020-10-11 14:01:50,215 - mmaction - INFO - Epoch [31][1740/1793] lr: 7.500e-04, eta: 9:38:36, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.6833, top5_acc: 0.8875, loss_cls: 1.1723, loss: 1.1723, grad_norm: 9.4862 2020-10-11 14:02:11,219 - mmaction - INFO - Epoch [31][1760/1793] lr: 7.500e-04, eta: 9:38:16, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9125, loss_cls: 1.0609, loss: 1.0609, grad_norm: 8.6765 2020-10-11 14:02:31,587 - mmaction - INFO - Epoch [31][1780/1793] lr: 7.500e-04, eta: 9:37:56, time: 1.022, data_time: 0.007, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9042, loss_cls: 1.1140, loss: 1.1140, grad_norm: 9.0544 2020-10-11 14:02:44,282 - mmaction - INFO - Saving checkpoint at 31 epochs 2020-10-11 14:03:16,341 - mmaction - INFO - Epoch [32][20/1793] lr: 7.500e-04, eta: 9:37:21, time: 1.547, data_time: 0.637, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9167, loss_cls: 1.0175, loss: 1.0175, grad_norm: 8.4645 2020-10-11 14:03:36,278 - mmaction - INFO - Epoch [32][40/1793] lr: 7.500e-04, eta: 9:37:00, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9010, loss_cls: 1.0451, loss: 1.0451, grad_norm: 8.5158 2020-10-11 14:03:57,029 - mmaction - INFO - Epoch [32][60/1793] lr: 7.500e-04, eta: 9:36:40, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9063, loss_cls: 1.0728, loss: 1.0728, grad_norm: 8.5224 2020-10-11 14:04:18,171 - mmaction - INFO - Epoch [32][80/1793] lr: 7.500e-04, eta: 9:36:20, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9198, loss_cls: 1.0209, loss: 1.0209, grad_norm: 8.7845 2020-10-11 14:04:38,661 - mmaction - INFO - Epoch [32][100/1793] lr: 7.500e-04, eta: 9:36:00, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9135, loss_cls: 1.0054, loss: 1.0054, grad_norm: 8.5528 2020-10-11 14:04:58,959 - mmaction - INFO - Epoch [32][120/1793] lr: 7.500e-04, eta: 9:35:40, time: 1.014, data_time: 0.004, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0064, loss: 1.0064, grad_norm: 8.6133 2020-10-11 14:05:19,734 - mmaction - INFO - Epoch [32][140/1793] lr: 7.500e-04, eta: 9:35:20, time: 1.040, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9104, loss_cls: 1.0121, loss: 1.0121, grad_norm: 8.6076 2020-10-11 14:05:40,042 - mmaction - INFO - Epoch [32][160/1793] lr: 7.500e-04, eta: 9:34:59, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9115, loss_cls: 1.0446, loss: 1.0446, grad_norm: 8.9292 2020-10-11 14:06:00,521 - mmaction - INFO - Epoch [32][180/1793] lr: 7.500e-04, eta: 9:34:39, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9146, loss_cls: 0.9944, loss: 0.9944, grad_norm: 8.9993 2020-10-11 14:06:20,878 - mmaction - INFO - Epoch [32][200/1793] lr: 7.500e-04, eta: 9:34:19, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9052, loss_cls: 1.0140, loss: 1.0140, grad_norm: 8.6786 2020-10-11 14:06:41,767 - mmaction - INFO - Epoch [32][220/1793] lr: 7.500e-04, eta: 9:33:58, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9021, loss_cls: 1.0976, loss: 1.0976, grad_norm: 9.3994 2020-10-11 14:07:02,077 - mmaction - INFO - Epoch [32][240/1793] lr: 7.500e-04, eta: 9:33:38, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9063, loss_cls: 1.0300, loss: 1.0300, grad_norm: 8.6690 2020-10-11 14:07:22,928 - mmaction - INFO - Epoch [32][260/1793] lr: 7.500e-04, eta: 9:33:18, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9146, loss_cls: 1.0805, loss: 1.0805, grad_norm: 8.8632 2020-10-11 14:07:42,877 - mmaction - INFO - Epoch [32][280/1793] lr: 7.500e-04, eta: 9:32:58, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9240, loss_cls: 1.0047, loss: 1.0047, grad_norm: 9.0832 2020-10-11 14:08:03,512 - mmaction - INFO - Epoch [32][300/1793] lr: 7.500e-04, eta: 9:32:37, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9146, loss_cls: 1.0022, loss: 1.0022, grad_norm: 8.9218 2020-10-11 14:08:24,304 - mmaction - INFO - Epoch [32][320/1793] lr: 7.500e-04, eta: 9:32:17, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9135, loss_cls: 1.0618, loss: 1.0618, grad_norm: 8.6418 2020-10-11 14:08:44,690 - mmaction - INFO - Epoch [32][340/1793] lr: 7.500e-04, eta: 9:31:57, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9219, loss_cls: 0.9721, loss: 0.9721, grad_norm: 8.8670 2020-10-11 14:09:05,515 - mmaction - INFO - Epoch [32][360/1793] lr: 7.500e-04, eta: 9:31:37, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.8958, loss_cls: 1.1105, loss: 1.1105, grad_norm: 9.1884 2020-10-11 14:09:25,897 - mmaction - INFO - Epoch [32][380/1793] lr: 7.500e-04, eta: 9:31:16, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9083, loss_cls: 1.0657, loss: 1.0657, grad_norm: 9.0176 2020-10-11 14:09:46,559 - mmaction - INFO - Epoch [32][400/1793] lr: 7.500e-04, eta: 9:30:56, time: 1.037, data_time: 0.007, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9219, loss_cls: 1.0335, loss: 1.0335, grad_norm: 8.8145 2020-10-11 14:10:06,981 - mmaction - INFO - Epoch [32][420/1793] lr: 7.500e-04, eta: 9:30:36, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9063, loss_cls: 1.0871, loss: 1.0871, grad_norm: 9.2288 2020-10-11 14:10:27,451 - mmaction - INFO - Epoch [32][440/1793] lr: 7.500e-04, eta: 9:30:16, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9135, loss_cls: 1.0027, loss: 1.0027, grad_norm: 8.5436 2020-10-11 14:10:47,760 - mmaction - INFO - Epoch [32][460/1793] lr: 7.500e-04, eta: 9:29:55, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9052, loss_cls: 1.0084, loss: 1.0084, grad_norm: 8.9435 2020-10-11 14:11:08,479 - mmaction - INFO - Epoch [32][480/1793] lr: 7.500e-04, eta: 9:29:35, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9031, loss_cls: 1.0610, loss: 1.0610, grad_norm: 9.1137 2020-10-11 14:11:29,435 - mmaction - INFO - Epoch [32][500/1793] lr: 7.500e-04, eta: 9:29:15, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9000, loss_cls: 1.1175, loss: 1.1175, grad_norm: 9.2062 2020-10-11 14:11:49,893 - mmaction - INFO - Epoch [32][520/1793] lr: 7.500e-04, eta: 9:28:55, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9031, loss_cls: 1.0407, loss: 1.0407, grad_norm: 8.5125 2020-10-11 14:12:10,095 - mmaction - INFO - Epoch [32][540/1793] lr: 7.500e-04, eta: 9:28:35, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.8979, loss_cls: 1.0531, loss: 1.0531, grad_norm: 8.8921 2020-10-11 14:12:32,320 - mmaction - INFO - Epoch [32][560/1793] lr: 7.500e-04, eta: 9:28:15, time: 1.111, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9083, loss_cls: 1.0684, loss: 1.0684, grad_norm: 9.0371 2020-10-11 14:12:52,850 - mmaction - INFO - Epoch [32][580/1793] lr: 7.500e-04, eta: 9:27:55, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8958, loss_cls: 1.0935, loss: 1.0935, grad_norm: 9.1811 2020-10-11 14:13:12,905 - mmaction - INFO - Epoch [32][600/1793] lr: 7.500e-04, eta: 9:27:35, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9187, loss_cls: 1.0276, loss: 1.0276, grad_norm: 8.9624 2020-10-11 14:13:33,643 - mmaction - INFO - Epoch [32][620/1793] lr: 7.500e-04, eta: 9:27:14, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9000, loss_cls: 1.1208, loss: 1.1208, grad_norm: 9.5833 2020-10-11 14:13:54,626 - mmaction - INFO - Epoch [32][640/1793] lr: 7.500e-04, eta: 9:26:54, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9073, loss_cls: 1.0801, loss: 1.0801, grad_norm: 9.5327 2020-10-11 14:14:15,481 - mmaction - INFO - Epoch [32][660/1793] lr: 7.500e-04, eta: 9:26:34, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9115, loss_cls: 1.1129, loss: 1.1129, grad_norm: 9.5050 2020-10-11 14:14:35,983 - mmaction - INFO - Epoch [32][680/1793] lr: 7.500e-04, eta: 9:26:14, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9115, loss_cls: 1.0499, loss: 1.0499, grad_norm: 9.1166 2020-10-11 14:14:56,310 - mmaction - INFO - Epoch [32][700/1793] lr: 7.500e-04, eta: 9:25:54, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9042, loss_cls: 1.0052, loss: 1.0052, grad_norm: 8.5549 2020-10-11 14:15:17,588 - mmaction - INFO - Epoch [32][720/1793] lr: 7.500e-04, eta: 9:25:34, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9260, loss_cls: 0.9568, loss: 0.9568, grad_norm: 8.9890 2020-10-11 14:15:38,521 - mmaction - INFO - Epoch [32][740/1793] lr: 7.500e-04, eta: 9:25:14, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9063, loss_cls: 1.0655, loss: 1.0655, grad_norm: 8.7981 2020-10-11 14:15:59,050 - mmaction - INFO - Epoch [32][760/1793] lr: 7.500e-04, eta: 9:24:54, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.6917, top5_acc: 0.8896, loss_cls: 1.1560, loss: 1.1560, grad_norm: 9.2076 2020-10-11 14:16:20,094 - mmaction - INFO - Epoch [32][780/1793] lr: 7.500e-04, eta: 9:24:34, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.7188, top5_acc: 0.8990, loss_cls: 1.0795, loss: 1.0795, grad_norm: 9.2173 2020-10-11 14:16:40,811 - mmaction - INFO - Epoch [32][800/1793] lr: 7.500e-04, eta: 9:24:14, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8875, loss_cls: 1.1388, loss: 1.1388, grad_norm: 9.0625 2020-10-11 14:17:01,361 - mmaction - INFO - Epoch [32][820/1793] lr: 7.500e-04, eta: 9:23:53, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9073, loss_cls: 1.1310, loss: 1.1310, grad_norm: 9.5446 2020-10-11 14:17:22,180 - mmaction - INFO - Epoch [32][840/1793] lr: 7.500e-04, eta: 9:23:33, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0677, loss: 1.0677, grad_norm: 8.9687 2020-10-11 14:17:43,157 - mmaction - INFO - Epoch [32][860/1793] lr: 7.500e-04, eta: 9:23:13, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9052, loss_cls: 1.0977, loss: 1.0977, grad_norm: 8.9663 2020-10-11 14:18:03,814 - mmaction - INFO - Epoch [32][880/1793] lr: 7.500e-04, eta: 9:22:53, time: 1.032, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9104, loss_cls: 1.0714, loss: 1.0714, grad_norm: 9.0167 2020-10-11 14:18:25,361 - mmaction - INFO - Epoch [32][900/1793] lr: 7.500e-04, eta: 9:22:33, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0523, loss: 1.0523, grad_norm: 8.9977 2020-10-11 14:18:45,601 - mmaction - INFO - Epoch [32][920/1793] lr: 7.500e-04, eta: 9:22:13, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9104, loss_cls: 1.0196, loss: 1.0196, grad_norm: 8.7795 2020-10-11 14:19:06,654 - mmaction - INFO - Epoch [32][940/1793] lr: 7.500e-04, eta: 9:21:53, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9177, loss_cls: 0.9906, loss: 0.9906, grad_norm: 8.7500 2020-10-11 14:19:27,091 - mmaction - INFO - Epoch [32][960/1793] lr: 7.500e-04, eta: 9:21:33, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.6937, top5_acc: 0.9052, loss_cls: 1.1251, loss: 1.1251, grad_norm: 9.2174 2020-10-11 14:19:48,766 - mmaction - INFO - Epoch [32][980/1793] lr: 7.500e-04, eta: 9:21:13, time: 1.085, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9031, loss_cls: 1.0758, loss: 1.0758, grad_norm: 8.8178 2020-10-11 14:20:09,558 - mmaction - INFO - Epoch [32][1000/1793] lr: 7.500e-04, eta: 9:20:53, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0466, loss: 1.0466, grad_norm: 9.1778 2020-10-11 14:20:29,812 - mmaction - INFO - Epoch [32][1020/1793] lr: 7.500e-04, eta: 9:20:33, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9010, loss_cls: 1.0805, loss: 1.0805, grad_norm: 8.9108 2020-10-11 14:20:50,320 - mmaction - INFO - Epoch [32][1040/1793] lr: 7.500e-04, eta: 9:20:12, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9188, loss_cls: 1.0199, loss: 1.0199, grad_norm: 8.8989 2020-10-11 14:21:10,770 - mmaction - INFO - Epoch [32][1060/1793] lr: 7.500e-04, eta: 9:19:52, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.8917, loss_cls: 1.1194, loss: 1.1194, grad_norm: 9.2329 2020-10-11 14:21:31,596 - mmaction - INFO - Epoch [32][1080/1793] lr: 7.500e-04, eta: 9:19:32, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9135, loss_cls: 0.9930, loss: 0.9930, grad_norm: 8.9356 2020-10-11 14:21:52,202 - mmaction - INFO - Epoch [32][1100/1793] lr: 7.500e-04, eta: 9:19:12, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9010, loss_cls: 1.0515, loss: 1.0515, grad_norm: 9.0141 2020-10-11 14:22:13,699 - mmaction - INFO - Epoch [32][1120/1793] lr: 7.500e-04, eta: 9:18:52, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9125, loss_cls: 1.0383, loss: 1.0383, grad_norm: 9.3308 2020-10-11 14:22:33,888 - mmaction - INFO - Epoch [32][1140/1793] lr: 7.500e-04, eta: 9:18:32, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9104, loss_cls: 1.0416, loss: 1.0416, grad_norm: 9.2091 2020-10-11 14:22:54,240 - mmaction - INFO - Epoch [32][1160/1793] lr: 7.500e-04, eta: 9:18:11, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9104, loss_cls: 1.0597, loss: 1.0597, grad_norm: 9.3604 2020-10-11 14:23:14,775 - mmaction - INFO - Epoch [32][1180/1793] lr: 7.500e-04, eta: 9:17:51, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9177, loss_cls: 1.0403, loss: 1.0403, grad_norm: 9.2132 2020-10-11 14:23:35,562 - mmaction - INFO - Epoch [32][1200/1793] lr: 7.500e-04, eta: 9:17:31, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9198, loss_cls: 1.0091, loss: 1.0091, grad_norm: 8.9205 2020-10-11 14:23:55,929 - mmaction - INFO - Epoch [32][1220/1793] lr: 7.500e-04, eta: 9:17:11, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9135, loss_cls: 1.0210, loss: 1.0210, grad_norm: 8.7346 2020-10-11 14:24:16,354 - mmaction - INFO - Epoch [32][1240/1793] lr: 7.500e-04, eta: 9:16:50, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9052, loss_cls: 1.0317, loss: 1.0317, grad_norm: 8.8836 2020-10-11 14:24:37,315 - mmaction - INFO - Epoch [32][1260/1793] lr: 7.500e-04, eta: 9:16:30, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9115, loss_cls: 1.0444, loss: 1.0444, grad_norm: 9.0476 2020-10-11 14:24:57,816 - mmaction - INFO - Epoch [32][1280/1793] lr: 7.500e-04, eta: 9:16:10, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.7250, top5_acc: 0.8969, loss_cls: 1.0757, loss: 1.0757, grad_norm: 9.4004 2020-10-11 14:25:18,417 - mmaction - INFO - Epoch [32][1300/1793] lr: 7.500e-04, eta: 9:15:50, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.6937, top5_acc: 0.8969, loss_cls: 1.1008, loss: 1.1008, grad_norm: 9.2882 2020-10-11 14:25:39,504 - mmaction - INFO - Epoch [32][1320/1793] lr: 7.500e-04, eta: 9:15:30, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.6906, top5_acc: 0.8917, loss_cls: 1.1306, loss: 1.1306, grad_norm: 9.3203 2020-10-11 14:26:00,304 - mmaction - INFO - Epoch [32][1340/1793] lr: 7.500e-04, eta: 9:15:10, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8958, loss_cls: 1.1176, loss: 1.1176, grad_norm: 9.2089 2020-10-11 14:26:21,008 - mmaction - INFO - Epoch [32][1360/1793] lr: 7.500e-04, eta: 9:14:50, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9000, loss_cls: 1.0926, loss: 1.0926, grad_norm: 9.0316 2020-10-11 14:26:42,032 - mmaction - INFO - Epoch [32][1380/1793] lr: 7.500e-04, eta: 9:14:30, time: 1.054, data_time: 0.007, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9146, loss_cls: 1.0396, loss: 1.0396, grad_norm: 9.2247 2020-10-11 14:27:02,947 - mmaction - INFO - Epoch [32][1400/1793] lr: 7.500e-04, eta: 9:14:10, time: 1.046, data_time: 0.004, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9031, loss_cls: 1.0148, loss: 1.0148, grad_norm: 8.7864 2020-10-11 14:27:23,770 - mmaction - INFO - Epoch [32][1420/1793] lr: 7.500e-04, eta: 9:13:50, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.8958, loss_cls: 1.0495, loss: 1.0495, grad_norm: 8.9676 2020-10-11 14:27:44,577 - mmaction - INFO - Epoch [32][1440/1793] lr: 7.500e-04, eta: 9:13:29, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9177, loss_cls: 1.0099, loss: 1.0099, grad_norm: 9.0549 2020-10-11 14:28:05,092 - mmaction - INFO - Epoch [32][1460/1793] lr: 7.500e-04, eta: 9:13:09, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9177, loss_cls: 1.0252, loss: 1.0252, grad_norm: 8.9767 2020-10-11 14:28:25,614 - mmaction - INFO - Epoch [32][1480/1793] lr: 7.500e-04, eta: 9:12:49, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9167, loss_cls: 1.0287, loss: 1.0287, grad_norm: 9.1235 2020-10-11 14:28:46,007 - mmaction - INFO - Epoch [32][1500/1793] lr: 7.500e-04, eta: 9:12:29, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9010, loss_cls: 1.1411, loss: 1.1411, grad_norm: 9.5021 2020-10-11 14:29:06,477 - mmaction - INFO - Epoch [32][1520/1793] lr: 7.500e-04, eta: 9:12:08, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.6781, top5_acc: 0.8969, loss_cls: 1.1643, loss: 1.1643, grad_norm: 9.6167 2020-10-11 14:29:27,100 - mmaction - INFO - Epoch [32][1540/1793] lr: 7.500e-04, eta: 9:11:48, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9135, loss_cls: 1.0763, loss: 1.0763, grad_norm: 9.2513 2020-10-11 14:29:47,466 - mmaction - INFO - Epoch [32][1560/1793] lr: 7.500e-04, eta: 9:11:28, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9063, loss_cls: 1.1051, loss: 1.1051, grad_norm: 9.6655 2020-10-11 14:30:08,939 - mmaction - INFO - Epoch [32][1580/1793] lr: 7.500e-04, eta: 9:11:08, time: 1.074, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9177, loss_cls: 1.0475, loss: 1.0475, grad_norm: 9.4099 2020-10-11 14:30:28,921 - mmaction - INFO - Epoch [32][1600/1793] lr: 7.500e-04, eta: 9:10:47, time: 0.999, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 1.0103, loss: 1.0103, grad_norm: 8.7935 2020-10-11 14:30:49,075 - mmaction - INFO - Epoch [32][1620/1793] lr: 7.500e-04, eta: 9:10:27, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9010, loss_cls: 1.0713, loss: 1.0713, grad_norm: 9.2787 2020-10-11 14:31:10,335 - mmaction - INFO - Epoch [32][1640/1793] lr: 7.500e-04, eta: 9:10:07, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9146, loss_cls: 1.0326, loss: 1.0326, grad_norm: 8.9116 2020-10-11 14:31:30,884 - mmaction - INFO - Epoch [32][1660/1793] lr: 7.500e-04, eta: 9:09:47, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.8938, loss_cls: 1.0997, loss: 1.0997, grad_norm: 9.2059 2020-10-11 14:31:51,652 - mmaction - INFO - Epoch [32][1680/1793] lr: 7.500e-04, eta: 9:09:27, time: 1.042, data_time: 0.008, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0716, loss: 1.0716, grad_norm: 8.9835 2020-10-11 14:32:12,192 - mmaction - INFO - Epoch [32][1700/1793] lr: 7.500e-04, eta: 9:09:06, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.1030, loss: 1.1030, grad_norm: 9.1383 2020-10-11 14:32:33,405 - mmaction - INFO - Epoch [32][1720/1793] lr: 7.500e-04, eta: 9:08:47, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.6688, top5_acc: 0.8875, loss_cls: 1.2431, loss: 1.2431, grad_norm: 10.2448 2020-10-11 14:32:54,276 - mmaction - INFO - Epoch [32][1740/1793] lr: 7.500e-04, eta: 9:08:27, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9208, loss_cls: 1.0316, loss: 1.0316, grad_norm: 8.8846 2020-10-11 14:33:15,274 - mmaction - INFO - Epoch [32][1760/1793] lr: 7.500e-04, eta: 9:08:07, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9094, loss_cls: 1.0781, loss: 1.0781, grad_norm: 9.2451 2020-10-11 14:33:35,494 - mmaction - INFO - Epoch [32][1780/1793] lr: 7.500e-04, eta: 9:07:46, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0113, loss: 1.0113, grad_norm: 8.6189 2020-10-11 14:33:48,670 - mmaction - INFO - Saving checkpoint at 32 epochs 2020-10-11 14:34:17,044 - mmaction - INFO - Epoch [33][20/1793] lr: 7.500e-04, eta: 9:07:09, time: 1.350, data_time: 0.465, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0565, loss: 1.0565, grad_norm: 8.8561 2020-10-11 14:34:36,862 - mmaction - INFO - Epoch [33][40/1793] lr: 7.500e-04, eta: 9:06:48, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9260, loss_cls: 0.9948, loss: 0.9948, grad_norm: 8.7766 2020-10-11 14:34:57,381 - mmaction - INFO - Epoch [33][60/1793] lr: 7.500e-04, eta: 9:06:28, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9954, loss: 0.9954, grad_norm: 9.2709 2020-10-11 14:35:18,638 - mmaction - INFO - Epoch [33][80/1793] lr: 7.500e-04, eta: 9:06:08, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9198, loss_cls: 0.9682, loss: 0.9682, grad_norm: 8.6737 2020-10-11 14:35:39,263 - mmaction - INFO - Epoch [33][100/1793] lr: 7.500e-04, eta: 9:05:48, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0621, loss: 1.0621, grad_norm: 8.9019 2020-10-11 14:35:59,724 - mmaction - INFO - Epoch [33][120/1793] lr: 7.500e-04, eta: 9:05:28, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9188, loss_cls: 1.0215, loss: 1.0215, grad_norm: 9.2762 2020-10-11 14:36:21,527 - mmaction - INFO - Epoch [33][140/1793] lr: 7.500e-04, eta: 9:05:08, time: 1.089, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9219, loss_cls: 0.9616, loss: 0.9616, grad_norm: 8.9469 2020-10-11 14:36:42,732 - mmaction - INFO - Epoch [33][160/1793] lr: 7.500e-04, eta: 9:04:48, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 0.9784, loss: 0.9784, grad_norm: 9.1619 2020-10-11 14:37:03,204 - mmaction - INFO - Epoch [33][180/1793] lr: 7.500e-04, eta: 9:04:28, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8906, loss_cls: 1.0898, loss: 1.0898, grad_norm: 9.3409 2020-10-11 14:37:23,467 - mmaction - INFO - Epoch [33][200/1793] lr: 7.500e-04, eta: 9:04:07, time: 1.011, data_time: 0.004, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0287, loss: 1.0287, grad_norm: 9.0858 2020-10-11 14:37:44,573 - mmaction - INFO - Epoch [33][220/1793] lr: 7.500e-04, eta: 9:03:47, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9271, loss_cls: 0.9744, loss: 0.9744, grad_norm: 9.2561 2020-10-11 14:38:05,384 - mmaction - INFO - Epoch [33][240/1793] lr: 7.500e-04, eta: 9:03:27, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 1.0031, loss: 1.0031, grad_norm: 9.0990 2020-10-11 14:38:26,886 - mmaction - INFO - Epoch [33][260/1793] lr: 7.500e-04, eta: 9:03:08, time: 1.075, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9219, loss_cls: 0.9877, loss: 0.9877, grad_norm: 9.1738 2020-10-11 14:38:47,459 - mmaction - INFO - Epoch [33][280/1793] lr: 7.500e-04, eta: 9:02:47, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9146, loss_cls: 0.9855, loss: 0.9855, grad_norm: 9.1397 2020-10-11 14:39:07,548 - mmaction - INFO - Epoch [33][300/1793] lr: 7.500e-04, eta: 9:02:27, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9063, loss_cls: 1.0692, loss: 1.0692, grad_norm: 9.5901 2020-10-11 14:39:28,097 - mmaction - INFO - Epoch [33][320/1793] lr: 7.500e-04, eta: 9:02:07, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9063, loss_cls: 1.0345, loss: 1.0345, grad_norm: 9.1954 2020-10-11 14:39:49,738 - mmaction - INFO - Epoch [33][340/1793] lr: 7.500e-04, eta: 9:01:47, time: 1.084, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9625, loss: 0.9625, grad_norm: 8.5192 2020-10-11 14:40:11,229 - mmaction - INFO - Epoch [33][360/1793] lr: 7.500e-04, eta: 9:01:27, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9146, loss_cls: 1.0611, loss: 1.0611, grad_norm: 9.4793 2020-10-11 14:40:32,602 - mmaction - INFO - Epoch [33][380/1793] lr: 7.500e-04, eta: 9:01:07, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9042, loss_cls: 1.0858, loss: 1.0858, grad_norm: 9.5195 2020-10-11 14:40:52,341 - mmaction - INFO - Epoch [33][400/1793] lr: 7.500e-04, eta: 9:00:47, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8802, loss_cls: 1.1617, loss: 1.1617, grad_norm: 9.5020 2020-10-11 14:41:13,721 - mmaction - INFO - Epoch [33][420/1793] lr: 7.500e-04, eta: 9:00:27, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9219, loss_cls: 1.0012, loss: 1.0012, grad_norm: 9.0698 2020-10-11 14:41:34,426 - mmaction - INFO - Epoch [33][440/1793] lr: 7.500e-04, eta: 9:00:07, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9135, loss_cls: 1.0202, loss: 1.0202, grad_norm: 8.9475 2020-10-11 14:41:54,493 - mmaction - INFO - Epoch [33][460/1793] lr: 7.500e-04, eta: 8:59:46, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9042, loss_cls: 1.0476, loss: 1.0476, grad_norm: 9.3884 2020-10-11 14:42:15,154 - mmaction - INFO - Epoch [33][480/1793] lr: 7.500e-04, eta: 8:59:26, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9083, loss_cls: 1.0837, loss: 1.0837, grad_norm: 9.4757 2020-10-11 14:42:36,010 - mmaction - INFO - Epoch [33][500/1793] lr: 7.500e-04, eta: 8:59:06, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9177, loss_cls: 1.0075, loss: 1.0075, grad_norm: 8.8759 2020-10-11 14:42:56,749 - mmaction - INFO - Epoch [33][520/1793] lr: 7.500e-04, eta: 8:58:46, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9125, loss_cls: 1.0633, loss: 1.0633, grad_norm: 9.1702 2020-10-11 14:43:16,909 - mmaction - INFO - Epoch [33][540/1793] lr: 7.500e-04, eta: 8:58:25, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9052, loss_cls: 1.0983, loss: 1.0983, grad_norm: 9.2820 2020-10-11 14:43:38,821 - mmaction - INFO - Epoch [33][560/1793] lr: 7.500e-04, eta: 8:58:06, time: 1.096, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 1.0060, loss: 1.0060, grad_norm: 8.8052 2020-10-11 14:43:58,648 - mmaction - INFO - Epoch [33][580/1793] lr: 7.500e-04, eta: 8:57:45, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9021, loss_cls: 1.0361, loss: 1.0361, grad_norm: 9.2855 2020-10-11 14:44:19,506 - mmaction - INFO - Epoch [33][600/1793] lr: 7.500e-04, eta: 8:57:25, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.6927, top5_acc: 0.8885, loss_cls: 1.1700, loss: 1.1700, grad_norm: 9.6931 2020-10-11 14:44:40,142 - mmaction - INFO - Epoch [33][620/1793] lr: 7.500e-04, eta: 8:57:05, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9010, loss_cls: 1.1033, loss: 1.1033, grad_norm: 9.1719 2020-10-11 14:45:01,003 - mmaction - INFO - Epoch [33][640/1793] lr: 7.500e-04, eta: 8:56:45, time: 1.043, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9115, loss_cls: 0.9771, loss: 0.9771, grad_norm: 8.6763 2020-10-11 14:45:21,742 - mmaction - INFO - Epoch [33][660/1793] lr: 7.500e-04, eta: 8:56:25, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9052, loss_cls: 1.0614, loss: 1.0614, grad_norm: 9.0527 2020-10-11 14:45:42,835 - mmaction - INFO - Epoch [33][680/1793] lr: 7.500e-04, eta: 8:56:05, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8948, loss_cls: 1.1169, loss: 1.1169, grad_norm: 9.5089 2020-10-11 14:46:02,883 - mmaction - INFO - Epoch [33][700/1793] lr: 7.500e-04, eta: 8:55:44, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9240, loss_cls: 1.0172, loss: 1.0172, grad_norm: 9.3546 2020-10-11 14:46:23,689 - mmaction - INFO - Epoch [33][720/1793] lr: 7.500e-04, eta: 8:55:24, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9083, loss_cls: 1.0010, loss: 1.0010, grad_norm: 9.0901 2020-10-11 14:46:44,536 - mmaction - INFO - Epoch [33][740/1793] lr: 7.500e-04, eta: 8:55:04, time: 1.044, data_time: 0.004, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8990, loss_cls: 1.1245, loss: 1.1245, grad_norm: 9.5568 2020-10-11 14:47:06,336 - mmaction - INFO - Epoch [33][760/1793] lr: 7.500e-04, eta: 8:54:44, time: 1.090, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9219, loss_cls: 0.9569, loss: 0.9569, grad_norm: 8.8310 2020-10-11 14:47:27,040 - mmaction - INFO - Epoch [33][780/1793] lr: 7.500e-04, eta: 8:54:24, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9156, loss_cls: 1.0428, loss: 1.0428, grad_norm: 9.0521 2020-10-11 14:47:47,609 - mmaction - INFO - Epoch [33][800/1793] lr: 7.500e-04, eta: 8:54:04, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9167, loss_cls: 0.9829, loss: 0.9829, grad_norm: 8.8611 2020-10-11 14:48:08,543 - mmaction - INFO - Epoch [33][820/1793] lr: 7.500e-04, eta: 8:53:44, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9146, loss_cls: 1.0391, loss: 1.0391, grad_norm: 9.4139 2020-10-11 14:48:28,838 - mmaction - INFO - Epoch [33][840/1793] lr: 7.500e-04, eta: 8:53:23, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9443, loss: 0.9443, grad_norm: 9.2298 2020-10-11 14:48:49,995 - mmaction - INFO - Epoch [33][860/1793] lr: 7.500e-04, eta: 8:53:04, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9240, loss_cls: 0.9655, loss: 0.9655, grad_norm: 9.1032 2020-10-11 14:49:10,186 - mmaction - INFO - Epoch [33][880/1793] lr: 7.500e-04, eta: 8:52:43, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9156, loss_cls: 1.0394, loss: 1.0394, grad_norm: 9.3944 2020-10-11 14:49:31,106 - mmaction - INFO - Epoch [33][900/1793] lr: 7.500e-04, eta: 8:52:23, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9125, loss_cls: 1.0053, loss: 1.0053, grad_norm: 9.1811 2020-10-11 14:49:51,784 - mmaction - INFO - Epoch [33][920/1793] lr: 7.500e-04, eta: 8:52:03, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9104, loss_cls: 1.0347, loss: 1.0347, grad_norm: 9.1441 2020-10-11 14:50:12,393 - mmaction - INFO - Epoch [33][940/1793] lr: 7.500e-04, eta: 8:51:43, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9125, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.5006 2020-10-11 14:50:32,994 - mmaction - INFO - Epoch [33][960/1793] lr: 7.500e-04, eta: 8:51:22, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9240, loss_cls: 0.9557, loss: 0.9557, grad_norm: 9.0991 2020-10-11 14:50:53,721 - mmaction - INFO - Epoch [33][980/1793] lr: 7.500e-04, eta: 8:51:02, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9052, loss_cls: 1.0638, loss: 1.0638, grad_norm: 9.6168 2020-10-11 14:51:13,929 - mmaction - INFO - Epoch [33][1000/1793] lr: 7.500e-04, eta: 8:50:42, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0217, loss: 1.0217, grad_norm: 9.3440 2020-10-11 14:51:34,528 - mmaction - INFO - Epoch [33][1020/1793] lr: 7.500e-04, eta: 8:50:21, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9177, loss_cls: 0.9744, loss: 0.9744, grad_norm: 8.8964 2020-10-11 14:51:55,152 - mmaction - INFO - Epoch [33][1040/1793] lr: 7.500e-04, eta: 8:50:01, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.6979, top5_acc: 0.8875, loss_cls: 1.1298, loss: 1.1298, grad_norm: 9.8283 2020-10-11 14:52:15,824 - mmaction - INFO - Epoch [33][1060/1793] lr: 7.500e-04, eta: 8:49:41, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9031, loss_cls: 1.0541, loss: 1.0541, grad_norm: 9.0673 2020-10-11 14:52:36,295 - mmaction - INFO - Epoch [33][1080/1793] lr: 7.500e-04, eta: 8:49:21, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.1018, loss: 1.1018, grad_norm: 9.5271 2020-10-11 14:52:57,429 - mmaction - INFO - Epoch [33][1100/1793] lr: 7.500e-04, eta: 8:49:01, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 0.9963, loss: 0.9963, grad_norm: 8.8981 2020-10-11 14:53:18,087 - mmaction - INFO - Epoch [33][1120/1793] lr: 7.500e-04, eta: 8:48:41, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9104, loss_cls: 1.0730, loss: 1.0730, grad_norm: 9.7034 2020-10-11 14:53:38,365 - mmaction - INFO - Epoch [33][1140/1793] lr: 7.500e-04, eta: 8:48:20, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7052, top5_acc: 0.8917, loss_cls: 1.0955, loss: 1.0955, grad_norm: 9.4482 2020-10-11 14:53:59,499 - mmaction - INFO - Epoch [33][1160/1793] lr: 7.500e-04, eta: 8:48:00, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9052, loss_cls: 1.0311, loss: 1.0311, grad_norm: 9.3106 2020-10-11 14:54:20,599 - mmaction - INFO - Epoch [33][1180/1793] lr: 7.500e-04, eta: 8:47:40, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9063, loss_cls: 1.0529, loss: 1.0529, grad_norm: 8.9914 2020-10-11 14:54:41,739 - mmaction - INFO - Epoch [33][1200/1793] lr: 7.500e-04, eta: 8:47:20, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.7187, top5_acc: 0.8969, loss_cls: 1.1311, loss: 1.1311, grad_norm: 9.5865 2020-10-11 14:55:01,734 - mmaction - INFO - Epoch [33][1220/1793] lr: 7.500e-04, eta: 8:47:00, time: 0.999, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9260, loss_cls: 0.9356, loss: 0.9356, grad_norm: 8.7357 2020-10-11 14:55:22,171 - mmaction - INFO - Epoch [33][1240/1793] lr: 7.500e-04, eta: 8:46:39, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9083, loss_cls: 1.0082, loss: 1.0082, grad_norm: 9.2016 2020-10-11 14:55:43,007 - mmaction - INFO - Epoch [33][1260/1793] lr: 7.500e-04, eta: 8:46:19, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9146, loss_cls: 1.0513, loss: 1.0513, grad_norm: 9.5138 2020-10-11 14:56:03,583 - mmaction - INFO - Epoch [33][1280/1793] lr: 7.500e-04, eta: 8:45:59, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9062, loss_cls: 1.0628, loss: 1.0628, grad_norm: 9.0153 2020-10-11 14:56:24,985 - mmaction - INFO - Epoch [33][1300/1793] lr: 7.500e-04, eta: 8:45:39, time: 1.068, data_time: 0.005, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9094, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.4262 2020-10-11 14:56:45,347 - mmaction - INFO - Epoch [33][1320/1793] lr: 7.500e-04, eta: 8:45:19, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9115, loss_cls: 1.0403, loss: 1.0403, grad_norm: 9.4648 2020-10-11 14:57:05,730 - mmaction - INFO - Epoch [33][1340/1793] lr: 7.500e-04, eta: 8:44:59, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 1.0165, loss: 1.0165, grad_norm: 9.1460 2020-10-11 14:57:26,132 - mmaction - INFO - Epoch [33][1360/1793] lr: 7.500e-04, eta: 8:44:38, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.8938, loss_cls: 1.0961, loss: 1.0961, grad_norm: 9.5623 2020-10-11 14:57:46,687 - mmaction - INFO - Epoch [33][1380/1793] lr: 7.500e-04, eta: 8:44:18, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9052, loss_cls: 1.0945, loss: 1.0945, grad_norm: 9.6264 2020-10-11 14:58:07,746 - mmaction - INFO - Epoch [33][1400/1793] lr: 7.500e-04, eta: 8:43:58, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9010, loss_cls: 1.0960, loss: 1.0960, grad_norm: 9.2711 2020-10-11 14:58:28,730 - mmaction - INFO - Epoch [33][1420/1793] lr: 7.500e-04, eta: 8:43:38, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8990, loss_cls: 1.1031, loss: 1.1031, grad_norm: 9.6188 2020-10-11 14:58:49,858 - mmaction - INFO - Epoch [33][1440/1793] lr: 7.500e-04, eta: 8:43:18, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9167, loss_cls: 1.0176, loss: 1.0176, grad_norm: 9.3499 2020-10-11 14:59:11,070 - mmaction - INFO - Epoch [33][1460/1793] lr: 7.500e-04, eta: 8:42:58, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9031, loss_cls: 1.0421, loss: 1.0421, grad_norm: 9.6193 2020-10-11 14:59:31,801 - mmaction - INFO - Epoch [33][1480/1793] lr: 7.500e-04, eta: 8:42:38, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9010, loss_cls: 1.0843, loss: 1.0843, grad_norm: 9.2760 2020-10-11 14:59:52,341 - mmaction - INFO - Epoch [33][1500/1793] lr: 7.500e-04, eta: 8:42:18, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9177, loss_cls: 1.0504, loss: 1.0504, grad_norm: 9.5018 2020-10-11 15:00:14,039 - mmaction - INFO - Epoch [33][1520/1793] lr: 7.500e-04, eta: 8:41:58, time: 1.074, data_time: 0.007, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9135, loss_cls: 1.0495, loss: 1.0495, grad_norm: 9.4589 2020-10-11 15:00:34,995 - mmaction - INFO - Epoch [33][1540/1793] lr: 7.500e-04, eta: 8:41:38, time: 1.059, data_time: 0.025, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9021, loss_cls: 1.0610, loss: 1.0610, grad_norm: 9.3111 2020-10-11 15:00:55,739 - mmaction - INFO - Epoch [33][1560/1793] lr: 7.500e-04, eta: 8:41:18, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9115, loss_cls: 1.0271, loss: 1.0271, grad_norm: 8.9989 2020-10-11 15:01:16,363 - mmaction - INFO - Epoch [33][1580/1793] lr: 7.500e-04, eta: 8:40:57, time: 1.034, data_time: 0.007, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9146, loss_cls: 1.0278, loss: 1.0278, grad_norm: 9.2226 2020-10-11 15:01:36,854 - mmaction - INFO - Epoch [33][1600/1793] lr: 7.500e-04, eta: 8:40:37, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.6948, top5_acc: 0.9010, loss_cls: 1.1188, loss: 1.1188, grad_norm: 9.6495 2020-10-11 15:01:57,874 - mmaction - INFO - Epoch [33][1620/1793] lr: 7.500e-04, eta: 8:40:17, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9208, loss_cls: 0.9803, loss: 0.9803, grad_norm: 9.4087 2020-10-11 15:02:18,700 - mmaction - INFO - Epoch [33][1640/1793] lr: 7.500e-04, eta: 8:39:57, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9073, loss_cls: 1.0535, loss: 1.0535, grad_norm: 9.4206 2020-10-11 15:02:39,343 - mmaction - INFO - Epoch [33][1660/1793] lr: 7.500e-04, eta: 8:39:37, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.8979, loss_cls: 1.1243, loss: 1.1243, grad_norm: 9.5488 2020-10-11 15:02:59,779 - mmaction - INFO - Epoch [33][1680/1793] lr: 7.500e-04, eta: 8:39:16, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9073, loss_cls: 1.1270, loss: 1.1270, grad_norm: 9.5059 2020-10-11 15:03:20,591 - mmaction - INFO - Epoch [33][1700/1793] lr: 7.500e-04, eta: 8:38:56, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.9104, loss_cls: 1.0794, loss: 1.0794, grad_norm: 9.4465 2020-10-11 15:03:41,971 - mmaction - INFO - Epoch [33][1720/1793] lr: 7.500e-04, eta: 8:38:36, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.7115, top5_acc: 0.8969, loss_cls: 1.0783, loss: 1.0783, grad_norm: 9.3589 2020-10-11 15:04:02,115 - mmaction - INFO - Epoch [33][1740/1793] lr: 7.500e-04, eta: 8:38:16, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.8927, loss_cls: 1.1005, loss: 1.1005, grad_norm: 9.6278 2020-10-11 15:04:23,305 - mmaction - INFO - Epoch [33][1760/1793] lr: 7.500e-04, eta: 8:37:56, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9125, loss_cls: 1.0587, loss: 1.0587, grad_norm: 9.6224 2020-10-11 15:04:43,589 - mmaction - INFO - Epoch [33][1780/1793] lr: 7.500e-04, eta: 8:37:36, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0422, loss: 1.0422, grad_norm: 9.5850 2020-10-11 15:04:56,529 - mmaction - INFO - Saving checkpoint at 33 epochs 2020-10-11 15:05:28,468 - mmaction - INFO - Epoch [34][20/1793] lr: 7.500e-04, eta: 8:37:00, time: 1.507, data_time: 0.603, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 1.0208, loss: 1.0208, grad_norm: 9.0883 2020-10-11 15:05:48,610 - mmaction - INFO - Epoch [34][40/1793] lr: 7.500e-04, eta: 8:36:40, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9198, loss_cls: 0.9936, loss: 0.9936, grad_norm: 9.0022 2020-10-11 15:06:09,185 - mmaction - INFO - Epoch [34][60/1793] lr: 7.500e-04, eta: 8:36:19, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9042, loss_cls: 1.0636, loss: 1.0636, grad_norm: 9.3979 2020-10-11 15:06:29,969 - mmaction - INFO - Epoch [34][80/1793] lr: 7.500e-04, eta: 8:35:59, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8948, loss_cls: 1.1159, loss: 1.1159, grad_norm: 9.5370 2020-10-11 15:06:50,954 - mmaction - INFO - Epoch [34][100/1793] lr: 7.500e-04, eta: 8:35:39, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9062, loss_cls: 1.0241, loss: 1.0241, grad_norm: 9.1773 2020-10-11 15:07:11,755 - mmaction - INFO - Epoch [34][120/1793] lr: 7.500e-04, eta: 8:35:19, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9073, loss_cls: 1.0292, loss: 1.0292, grad_norm: 9.2865 2020-10-11 15:07:32,128 - mmaction - INFO - Epoch [34][140/1793] lr: 7.500e-04, eta: 8:34:59, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9177, loss_cls: 1.0029, loss: 1.0029, grad_norm: 9.1500 2020-10-11 15:07:52,497 - mmaction - INFO - Epoch [34][160/1793] lr: 7.500e-04, eta: 8:34:38, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 0.9893, loss: 0.9893, grad_norm: 9.3624 2020-10-11 15:08:13,245 - mmaction - INFO - Epoch [34][180/1793] lr: 7.500e-04, eta: 8:34:18, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9115, loss_cls: 1.0379, loss: 1.0379, grad_norm: 9.8680 2020-10-11 15:08:34,338 - mmaction - INFO - Epoch [34][200/1793] lr: 7.500e-04, eta: 8:33:58, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.0553, loss: 1.0553, grad_norm: 9.3971 2020-10-11 15:08:55,662 - mmaction - INFO - Epoch [34][220/1793] lr: 7.500e-04, eta: 8:33:38, time: 1.067, data_time: 0.003, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9240, loss_cls: 0.9036, loss: 0.9036, grad_norm: 8.9110 2020-10-11 15:09:16,293 - mmaction - INFO - Epoch [34][240/1793] lr: 7.500e-04, eta: 8:33:18, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9073, loss_cls: 1.0190, loss: 1.0190, grad_norm: 9.4611 2020-10-11 15:09:36,733 - mmaction - INFO - Epoch [34][260/1793] lr: 7.500e-04, eta: 8:32:58, time: 1.022, data_time: 0.004, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8979, loss_cls: 1.0815, loss: 1.0815, grad_norm: 9.7461 2020-10-11 15:09:57,306 - mmaction - INFO - Epoch [34][280/1793] lr: 7.500e-04, eta: 8:32:37, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9146, loss_cls: 1.0477, loss: 1.0477, grad_norm: 9.6087 2020-10-11 15:10:18,097 - mmaction - INFO - Epoch [34][300/1793] lr: 7.500e-04, eta: 8:32:17, time: 1.038, data_time: 0.004, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9083, loss_cls: 1.0181, loss: 1.0181, grad_norm: 9.3277 2020-10-11 15:10:38,944 - mmaction - INFO - Epoch [34][320/1793] lr: 7.500e-04, eta: 8:31:57, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9229, loss_cls: 0.9907, loss: 0.9907, grad_norm: 9.1445 2020-10-11 15:10:59,553 - mmaction - INFO - Epoch [34][340/1793] lr: 7.500e-04, eta: 8:31:37, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9313, loss_cls: 0.9161, loss: 0.9161, grad_norm: 8.8459 2020-10-11 15:11:20,675 - mmaction - INFO - Epoch [34][360/1793] lr: 7.500e-04, eta: 8:31:17, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9167, loss_cls: 1.0001, loss: 1.0001, grad_norm: 9.5795 2020-10-11 15:11:42,119 - mmaction - INFO - Epoch [34][380/1793] lr: 7.500e-04, eta: 8:30:57, time: 1.071, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9208, loss_cls: 1.0031, loss: 1.0031, grad_norm: 9.5098 2020-10-11 15:12:03,373 - mmaction - INFO - Epoch [34][400/1793] lr: 7.500e-04, eta: 8:30:37, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9073, loss_cls: 1.0353, loss: 1.0353, grad_norm: 9.3000 2020-10-11 15:12:24,280 - mmaction - INFO - Epoch [34][420/1793] lr: 7.500e-04, eta: 8:30:17, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9271, loss_cls: 0.9353, loss: 0.9353, grad_norm: 8.9409 2020-10-11 15:12:44,682 - mmaction - INFO - Epoch [34][440/1793] lr: 7.500e-04, eta: 8:29:57, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9083, loss_cls: 0.9839, loss: 0.9839, grad_norm: 9.0757 2020-10-11 15:13:05,443 - mmaction - INFO - Epoch [34][460/1793] lr: 7.500e-04, eta: 8:29:37, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9271, loss_cls: 0.9175, loss: 0.9175, grad_norm: 9.0385 2020-10-11 15:13:26,991 - mmaction - INFO - Epoch [34][480/1793] lr: 7.500e-04, eta: 8:29:17, time: 1.080, data_time: 0.007, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0331, loss: 1.0331, grad_norm: 9.3363 2020-10-11 15:13:47,244 - mmaction - INFO - Epoch [34][500/1793] lr: 7.500e-04, eta: 8:28:56, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9198, loss_cls: 1.0202, loss: 1.0202, grad_norm: 9.1886 2020-10-11 15:14:07,866 - mmaction - INFO - Epoch [34][520/1793] lr: 7.500e-04, eta: 8:28:36, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8969, loss_cls: 1.0672, loss: 1.0672, grad_norm: 9.7575 2020-10-11 15:14:28,637 - mmaction - INFO - Epoch [34][540/1793] lr: 7.500e-04, eta: 8:28:16, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9094, loss_cls: 1.0743, loss: 1.0743, grad_norm: 9.4812 2020-10-11 15:14:49,767 - mmaction - INFO - Epoch [34][560/1793] lr: 7.500e-04, eta: 8:27:56, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9156, loss_cls: 1.0563, loss: 1.0563, grad_norm: 9.3260 2020-10-11 15:15:10,279 - mmaction - INFO - Epoch [34][580/1793] lr: 7.500e-04, eta: 8:27:36, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 0.9914, loss: 0.9914, grad_norm: 9.3165 2020-10-11 15:15:31,398 - mmaction - INFO - Epoch [34][600/1793] lr: 7.500e-04, eta: 8:27:16, time: 1.055, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9062, loss_cls: 1.0313, loss: 1.0313, grad_norm: 9.2495 2020-10-11 15:15:52,594 - mmaction - INFO - Epoch [34][620/1793] lr: 7.500e-04, eta: 8:26:56, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.0360, loss: 1.0360, grad_norm: 9.2661 2020-10-11 15:16:13,399 - mmaction - INFO - Epoch [34][640/1793] lr: 7.500e-04, eta: 8:26:36, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0302, loss: 1.0302, grad_norm: 9.6118 2020-10-11 15:16:34,127 - mmaction - INFO - Epoch [34][660/1793] lr: 7.500e-04, eta: 8:26:15, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9094, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.4033 2020-10-11 15:16:54,868 - mmaction - INFO - Epoch [34][680/1793] lr: 7.500e-04, eta: 8:25:55, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8948, loss_cls: 1.0998, loss: 1.0998, grad_norm: 9.4477 2020-10-11 15:17:15,612 - mmaction - INFO - Epoch [34][700/1793] lr: 7.500e-04, eta: 8:25:35, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9177, loss_cls: 0.9925, loss: 0.9925, grad_norm: 9.5105 2020-10-11 15:17:36,133 - mmaction - INFO - Epoch [34][720/1793] lr: 7.500e-04, eta: 8:25:15, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0193, loss: 1.0193, grad_norm: 9.5401 2020-10-11 15:17:57,137 - mmaction - INFO - Epoch [34][740/1793] lr: 7.500e-04, eta: 8:24:55, time: 1.049, data_time: 0.003, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0209, loss: 1.0209, grad_norm: 9.0727 2020-10-11 15:18:18,271 - mmaction - INFO - Epoch [34][760/1793] lr: 7.500e-04, eta: 8:24:35, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9167, loss_cls: 1.0250, loss: 1.0250, grad_norm: 9.2773 2020-10-11 15:18:38,874 - mmaction - INFO - Epoch [34][780/1793] lr: 7.500e-04, eta: 8:24:14, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9042, loss_cls: 1.0167, loss: 1.0167, grad_norm: 9.4512 2020-10-11 15:18:59,959 - mmaction - INFO - Epoch [34][800/1793] lr: 7.500e-04, eta: 8:23:54, time: 1.054, data_time: 0.003, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9115, loss_cls: 1.0015, loss: 1.0015, grad_norm: 9.0427 2020-10-11 15:19:20,896 - mmaction - INFO - Epoch [34][820/1793] lr: 7.500e-04, eta: 8:23:34, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9031, loss_cls: 1.1034, loss: 1.1034, grad_norm: 9.5643 2020-10-11 15:19:41,375 - mmaction - INFO - Epoch [34][840/1793] lr: 7.500e-04, eta: 8:23:14, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9083, loss_cls: 0.9925, loss: 0.9925, grad_norm: 9.2174 2020-10-11 15:20:02,571 - mmaction - INFO - Epoch [34][860/1793] lr: 7.500e-04, eta: 8:22:54, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.7156, top5_acc: 0.9062, loss_cls: 1.0449, loss: 1.0449, grad_norm: 9.6111 2020-10-11 15:20:23,339 - mmaction - INFO - Epoch [34][880/1793] lr: 7.500e-04, eta: 8:22:34, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9146, loss_cls: 1.0006, loss: 1.0006, grad_norm: 9.3877 2020-10-11 15:20:43,901 - mmaction - INFO - Epoch [34][900/1793] lr: 7.500e-04, eta: 8:22:13, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.8938, loss_cls: 1.0916, loss: 1.0916, grad_norm: 9.5503 2020-10-11 15:21:05,523 - mmaction - INFO - Epoch [34][920/1793] lr: 7.500e-04, eta: 8:21:54, time: 1.081, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.8979, loss_cls: 1.0900, loss: 1.0900, grad_norm: 9.2791 2020-10-11 15:21:26,243 - mmaction - INFO - Epoch [34][940/1793] lr: 7.500e-04, eta: 8:21:33, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9125, loss_cls: 1.0770, loss: 1.0770, grad_norm: 9.6258 2020-10-11 15:21:47,089 - mmaction - INFO - Epoch [34][960/1793] lr: 7.500e-04, eta: 8:21:13, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9125, loss_cls: 1.0033, loss: 1.0033, grad_norm: 8.9621 2020-10-11 15:22:07,735 - mmaction - INFO - Epoch [34][980/1793] lr: 7.500e-04, eta: 8:20:53, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9104, loss_cls: 1.0205, loss: 1.0205, grad_norm: 9.2563 2020-10-11 15:22:28,584 - mmaction - INFO - Epoch [34][1000/1793] lr: 7.500e-04, eta: 8:20:33, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7031, top5_acc: 0.9094, loss_cls: 1.0635, loss: 1.0635, grad_norm: 9.9409 2020-10-11 15:22:49,508 - mmaction - INFO - Epoch [34][1020/1793] lr: 7.500e-04, eta: 8:20:13, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.8979, loss_cls: 1.0759, loss: 1.0759, grad_norm: 9.3475 2020-10-11 15:23:10,321 - mmaction - INFO - Epoch [34][1040/1793] lr: 7.500e-04, eta: 8:19:53, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9146, loss_cls: 1.0666, loss: 1.0666, grad_norm: 9.6536 2020-10-11 15:23:31,234 - mmaction - INFO - Epoch [34][1060/1793] lr: 7.500e-04, eta: 8:19:33, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9073, loss_cls: 1.0674, loss: 1.0674, grad_norm: 9.3799 2020-10-11 15:23:52,957 - mmaction - INFO - Epoch [34][1080/1793] lr: 7.500e-04, eta: 8:19:13, time: 1.087, data_time: 0.004, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9115, loss_cls: 1.0653, loss: 1.0653, grad_norm: 9.5255 2020-10-11 15:24:13,403 - mmaction - INFO - Epoch [34][1100/1793] lr: 7.500e-04, eta: 8:18:53, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9125, loss_cls: 0.9841, loss: 0.9841, grad_norm: 9.4313 2020-10-11 15:24:34,505 - mmaction - INFO - Epoch [34][1120/1793] lr: 7.500e-04, eta: 8:18:33, time: 1.057, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9052, loss_cls: 1.0894, loss: 1.0894, grad_norm: 9.4337 2020-10-11 15:24:55,129 - mmaction - INFO - Epoch [34][1140/1793] lr: 7.500e-04, eta: 8:18:12, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9073, loss_cls: 1.0277, loss: 1.0277, grad_norm: 9.5833 2020-10-11 15:25:15,940 - mmaction - INFO - Epoch [34][1160/1793] lr: 7.500e-04, eta: 8:17:52, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9063, loss_cls: 1.0401, loss: 1.0401, grad_norm: 10.1000 2020-10-11 15:25:36,848 - mmaction - INFO - Epoch [34][1180/1793] lr: 7.500e-04, eta: 8:17:32, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9188, loss_cls: 1.0056, loss: 1.0056, grad_norm: 9.5409 2020-10-11 15:25:57,611 - mmaction - INFO - Epoch [34][1200/1793] lr: 7.500e-04, eta: 8:17:12, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9312, loss_cls: 0.9435, loss: 0.9435, grad_norm: 9.3642 2020-10-11 15:26:18,611 - mmaction - INFO - Epoch [34][1220/1793] lr: 7.500e-04, eta: 8:16:52, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9115, loss_cls: 1.0439, loss: 1.0439, grad_norm: 9.6650 2020-10-11 15:26:39,371 - mmaction - INFO - Epoch [34][1240/1793] lr: 7.500e-04, eta: 8:16:32, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9021, loss_cls: 1.0828, loss: 1.0828, grad_norm: 9.8290 2020-10-11 15:27:01,135 - mmaction - INFO - Epoch [34][1260/1793] lr: 7.500e-04, eta: 8:16:12, time: 1.088, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0087, loss: 1.0087, grad_norm: 9.2631 2020-10-11 15:27:21,698 - mmaction - INFO - Epoch [34][1280/1793] lr: 7.500e-04, eta: 8:15:52, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9146, loss_cls: 1.0047, loss: 1.0047, grad_norm: 9.5549 2020-10-11 15:27:42,276 - mmaction - INFO - Epoch [34][1300/1793] lr: 7.500e-04, eta: 8:15:31, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9062, loss_cls: 1.0499, loss: 1.0499, grad_norm: 9.8471 2020-10-11 15:28:04,193 - mmaction - INFO - Epoch [34][1320/1793] lr: 7.500e-04, eta: 8:15:12, time: 1.096, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9073, loss_cls: 1.0241, loss: 1.0241, grad_norm: 9.6045 2020-10-11 15:28:25,424 - mmaction - INFO - Epoch [34][1340/1793] lr: 7.500e-04, eta: 8:14:52, time: 1.058, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 1.0319, loss: 1.0319, grad_norm: 9.3051 2020-10-11 15:28:46,811 - mmaction - INFO - Epoch [34][1360/1793] lr: 7.500e-04, eta: 8:14:32, time: 1.070, data_time: 0.007, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9146, loss_cls: 0.9926, loss: 0.9926, grad_norm: 9.3285 2020-10-11 15:29:07,827 - mmaction - INFO - Epoch [34][1380/1793] lr: 7.500e-04, eta: 8:14:12, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9094, loss_cls: 1.0088, loss: 1.0088, grad_norm: 9.2058 2020-10-11 15:29:28,736 - mmaction - INFO - Epoch [34][1400/1793] lr: 7.500e-04, eta: 8:13:52, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9198, loss_cls: 1.0277, loss: 1.0277, grad_norm: 9.6699 2020-10-11 15:29:49,684 - mmaction - INFO - Epoch [34][1420/1793] lr: 7.500e-04, eta: 8:13:31, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9073, loss_cls: 1.0826, loss: 1.0826, grad_norm: 9.4901 2020-10-11 15:30:10,996 - mmaction - INFO - Epoch [34][1440/1793] lr: 7.500e-04, eta: 8:13:12, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9083, loss_cls: 1.0907, loss: 1.0907, grad_norm: 10.0495 2020-10-11 15:30:31,575 - mmaction - INFO - Epoch [34][1460/1793] lr: 7.500e-04, eta: 8:12:51, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9177, loss_cls: 1.0409, loss: 1.0409, grad_norm: 9.8796 2020-10-11 15:30:52,285 - mmaction - INFO - Epoch [34][1480/1793] lr: 7.500e-04, eta: 8:12:31, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9652, loss: 0.9652, grad_norm: 9.3516 2020-10-11 15:31:13,264 - mmaction - INFO - Epoch [34][1500/1793] lr: 7.500e-04, eta: 8:12:11, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9146, loss_cls: 1.0001, loss: 1.0001, grad_norm: 9.2658 2020-10-11 15:31:34,314 - mmaction - INFO - Epoch [34][1520/1793] lr: 7.500e-04, eta: 8:11:51, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8937, loss_cls: 1.1035, loss: 1.1035, grad_norm: 9.8578 2020-10-11 15:31:54,936 - mmaction - INFO - Epoch [34][1540/1793] lr: 7.500e-04, eta: 8:11:31, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9177, loss_cls: 0.9890, loss: 0.9890, grad_norm: 9.7853 2020-10-11 15:32:16,037 - mmaction - INFO - Epoch [34][1560/1793] lr: 7.500e-04, eta: 8:11:11, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9198, loss_cls: 1.0172, loss: 1.0172, grad_norm: 9.5449 2020-10-11 15:32:36,803 - mmaction - INFO - Epoch [34][1580/1793] lr: 7.500e-04, eta: 8:10:50, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.7073, top5_acc: 0.8958, loss_cls: 1.0813, loss: 1.0813, grad_norm: 9.9550 2020-10-11 15:32:57,625 - mmaction - INFO - Epoch [34][1600/1793] lr: 7.500e-04, eta: 8:10:30, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9188, loss_cls: 0.9621, loss: 0.9621, grad_norm: 9.2180 2020-10-11 15:33:19,023 - mmaction - INFO - Epoch [34][1620/1793] lr: 7.500e-04, eta: 8:10:10, time: 1.070, data_time: 0.003, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9073, loss_cls: 1.0633, loss: 1.0633, grad_norm: 9.8882 2020-10-11 15:33:40,095 - mmaction - INFO - Epoch [34][1640/1793] lr: 7.500e-04, eta: 8:09:50, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9052, loss_cls: 1.0599, loss: 1.0599, grad_norm: 9.9003 2020-10-11 15:34:01,658 - mmaction - INFO - Epoch [34][1660/1793] lr: 7.500e-04, eta: 8:09:30, time: 1.078, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9083, loss_cls: 1.0408, loss: 1.0408, grad_norm: 9.4855 2020-10-11 15:34:22,136 - mmaction - INFO - Epoch [34][1680/1793] lr: 7.500e-04, eta: 8:09:10, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8979, loss_cls: 1.1336, loss: 1.1336, grad_norm: 10.1098 2020-10-11 15:34:43,552 - mmaction - INFO - Epoch [34][1700/1793] lr: 7.500e-04, eta: 8:08:50, time: 1.071, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9042, loss_cls: 1.0143, loss: 1.0143, grad_norm: 9.2684 2020-10-11 15:35:05,065 - mmaction - INFO - Epoch [34][1720/1793] lr: 7.500e-04, eta: 8:08:30, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.8958, loss_cls: 1.0929, loss: 1.0929, grad_norm: 9.8162 2020-10-11 15:35:27,672 - mmaction - INFO - Epoch [34][1740/1793] lr: 7.500e-04, eta: 8:08:11, time: 1.131, data_time: 0.003, memory: 10390, top1_acc: 0.7104, top5_acc: 0.8938, loss_cls: 1.1029, loss: 1.1029, grad_norm: 9.7886 2020-10-11 15:35:49,423 - mmaction - INFO - Epoch [34][1760/1793] lr: 7.500e-04, eta: 8:07:51, time: 1.085, data_time: 0.005, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9177, loss_cls: 1.0328, loss: 1.0328, grad_norm: 9.8456 2020-10-11 15:36:10,213 - mmaction - INFO - Epoch [34][1780/1793] lr: 7.500e-04, eta: 8:07:31, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9260, loss_cls: 0.9665, loss: 0.9665, grad_norm: 9.5285 2020-10-11 15:36:22,806 - mmaction - INFO - Saving checkpoint at 34 epochs 2020-10-11 15:36:51,354 - mmaction - INFO - Epoch [35][20/1793] lr: 7.500e-04, eta: 8:06:54, time: 1.367, data_time: 0.454, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0384, loss: 1.0384, grad_norm: 9.5265 2020-10-11 15:37:11,522 - mmaction - INFO - Epoch [35][40/1793] lr: 7.500e-04, eta: 8:06:34, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9042, loss_cls: 1.0301, loss: 1.0301, grad_norm: 9.1511 2020-10-11 15:37:32,041 - mmaction - INFO - Epoch [35][60/1793] lr: 7.500e-04, eta: 8:06:14, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9188, loss_cls: 0.9512, loss: 0.9512, grad_norm: 8.9370 2020-10-11 15:37:52,560 - mmaction - INFO - Epoch [35][80/1793] lr: 7.500e-04, eta: 8:05:53, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9208, loss_cls: 0.9520, loss: 0.9520, grad_norm: 9.2525 2020-10-11 15:38:13,152 - mmaction - INFO - Epoch [35][100/1793] lr: 7.500e-04, eta: 8:05:33, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9073, loss_cls: 1.0425, loss: 1.0425, grad_norm: 9.6497 2020-10-11 15:38:34,100 - mmaction - INFO - Epoch [35][120/1793] lr: 7.500e-04, eta: 8:05:13, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9271, loss_cls: 0.9694, loss: 0.9694, grad_norm: 9.5024 2020-10-11 15:38:54,601 - mmaction - INFO - Epoch [35][140/1793] lr: 7.500e-04, eta: 8:04:53, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9177, loss_cls: 0.9706, loss: 0.9706, grad_norm: 9.5091 2020-10-11 15:39:15,436 - mmaction - INFO - Epoch [35][160/1793] lr: 7.500e-04, eta: 8:04:32, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9188, loss_cls: 0.9302, loss: 0.9302, grad_norm: 9.4262 2020-10-11 15:39:36,106 - mmaction - INFO - Epoch [35][180/1793] lr: 7.500e-04, eta: 8:04:12, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9063, loss_cls: 0.9848, loss: 0.9848, grad_norm: 9.3568 2020-10-11 15:39:56,718 - mmaction - INFO - Epoch [35][200/1793] lr: 7.500e-04, eta: 8:03:52, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9156, loss_cls: 1.0052, loss: 1.0052, grad_norm: 9.4312 2020-10-11 15:40:17,608 - mmaction - INFO - Epoch [35][220/1793] lr: 7.500e-04, eta: 8:03:32, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9104, loss_cls: 0.9795, loss: 0.9795, grad_norm: 9.6588 2020-10-11 15:40:38,751 - mmaction - INFO - Epoch [35][240/1793] lr: 7.500e-04, eta: 8:03:12, time: 1.055, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9229, loss_cls: 0.9741, loss: 0.9741, grad_norm: 9.7762 2020-10-11 15:40:59,692 - mmaction - INFO - Epoch [35][260/1793] lr: 7.500e-04, eta: 8:02:52, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9674, loss: 0.9674, grad_norm: 9.6089 2020-10-11 15:41:20,223 - mmaction - INFO - Epoch [35][280/1793] lr: 7.500e-04, eta: 8:02:31, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9104, loss_cls: 1.0487, loss: 1.0487, grad_norm: 9.5336 2020-10-11 15:41:41,516 - mmaction - INFO - Epoch [35][300/1793] lr: 7.500e-04, eta: 8:02:11, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9240, loss_cls: 0.9474, loss: 0.9474, grad_norm: 9.5633 2020-10-11 15:42:02,441 - mmaction - INFO - Epoch [35][320/1793] lr: 7.500e-04, eta: 8:01:51, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9198, loss_cls: 1.0030, loss: 1.0030, grad_norm: 9.7322 2020-10-11 15:42:23,557 - mmaction - INFO - Epoch [35][340/1793] lr: 7.500e-04, eta: 8:01:31, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9042, loss_cls: 1.0559, loss: 1.0559, grad_norm: 9.6727 2020-10-11 15:42:44,359 - mmaction - INFO - Epoch [35][360/1793] lr: 7.500e-04, eta: 8:01:11, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.9331, loss: 0.9331, grad_norm: 8.6991 2020-10-11 15:43:05,034 - mmaction - INFO - Epoch [35][380/1793] lr: 7.500e-04, eta: 8:00:51, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9260, loss_cls: 0.9450, loss: 0.9450, grad_norm: 9.6886 2020-10-11 15:43:26,075 - mmaction - INFO - Epoch [35][400/1793] lr: 7.500e-04, eta: 8:00:31, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9229, loss_cls: 0.9997, loss: 0.9997, grad_norm: 9.3996 2020-10-11 15:43:47,740 - mmaction - INFO - Epoch [35][420/1793] lr: 7.500e-04, eta: 8:00:11, time: 1.085, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9177, loss_cls: 1.0059, loss: 1.0059, grad_norm: 9.5963 2020-10-11 15:44:09,056 - mmaction - INFO - Epoch [35][440/1793] lr: 7.500e-04, eta: 7:59:51, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 1.0130, loss: 1.0130, grad_norm: 9.6471 2020-10-11 15:44:29,940 - mmaction - INFO - Epoch [35][460/1793] lr: 7.500e-04, eta: 7:59:31, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9146, loss_cls: 1.0072, loss: 1.0072, grad_norm: 9.4197 2020-10-11 15:44:50,726 - mmaction - INFO - Epoch [35][480/1793] lr: 7.500e-04, eta: 7:59:11, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9240, loss_cls: 0.9790, loss: 0.9790, grad_norm: 9.5317 2020-10-11 15:45:11,739 - mmaction - INFO - Epoch [35][500/1793] lr: 7.500e-04, eta: 7:58:50, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9073, loss_cls: 1.0672, loss: 1.0672, grad_norm: 9.6999 2020-10-11 15:45:32,848 - mmaction - INFO - Epoch [35][520/1793] lr: 7.500e-04, eta: 7:58:30, time: 1.056, data_time: 0.004, memory: 10390, top1_acc: 0.7042, top5_acc: 0.9021, loss_cls: 1.0955, loss: 1.0955, grad_norm: 9.8397 2020-10-11 15:45:53,531 - mmaction - INFO - Epoch [35][540/1793] lr: 7.500e-04, eta: 7:58:10, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9250, loss_cls: 0.9249, loss: 0.9249, grad_norm: 9.4950 2020-10-11 15:46:14,334 - mmaction - INFO - Epoch [35][560/1793] lr: 7.500e-04, eta: 7:57:50, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 0.9793, loss: 0.9793, grad_norm: 9.2648 2020-10-11 15:46:34,995 - mmaction - INFO - Epoch [35][580/1793] lr: 7.500e-04, eta: 7:57:30, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9115, loss_cls: 1.0789, loss: 1.0789, grad_norm: 9.5986 2020-10-11 15:46:55,765 - mmaction - INFO - Epoch [35][600/1793] lr: 7.500e-04, eta: 7:57:10, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9229, loss_cls: 0.9180, loss: 0.9180, grad_norm: 9.7458 2020-10-11 15:47:16,879 - mmaction - INFO - Epoch [35][620/1793] lr: 7.500e-04, eta: 7:56:49, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9052, loss_cls: 0.9968, loss: 0.9968, grad_norm: 9.5633 2020-10-11 15:47:37,702 - mmaction - INFO - Epoch [35][640/1793] lr: 7.500e-04, eta: 7:56:29, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9146, loss_cls: 1.0072, loss: 1.0072, grad_norm: 9.6788 2020-10-11 15:47:58,429 - mmaction - INFO - Epoch [35][660/1793] lr: 7.500e-04, eta: 7:56:09, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9292, loss_cls: 0.9349, loss: 0.9349, grad_norm: 9.1906 2020-10-11 15:48:19,500 - mmaction - INFO - Epoch [35][680/1793] lr: 7.500e-04, eta: 7:55:49, time: 1.054, data_time: 0.003, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9115, loss_cls: 1.0542, loss: 1.0542, grad_norm: 10.2182 2020-10-11 15:48:40,479 - mmaction - INFO - Epoch [35][700/1793] lr: 7.500e-04, eta: 7:55:29, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9063, loss_cls: 0.9722, loss: 0.9722, grad_norm: 9.4585 2020-10-11 15:49:00,886 - mmaction - INFO - Epoch [35][720/1793] lr: 7.500e-04, eta: 7:55:08, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9042, loss_cls: 1.0008, loss: 1.0008, grad_norm: 9.2586 2020-10-11 15:49:21,685 - mmaction - INFO - Epoch [35][740/1793] lr: 7.500e-04, eta: 7:54:48, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7042, top5_acc: 0.8812, loss_cls: 1.1387, loss: 1.1387, grad_norm: 9.7125 2020-10-11 15:49:42,268 - mmaction - INFO - Epoch [35][760/1793] lr: 7.500e-04, eta: 7:54:28, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9094, loss_cls: 1.0140, loss: 1.0140, grad_norm: 9.3523 2020-10-11 15:50:03,445 - mmaction - INFO - Epoch [35][780/1793] lr: 7.500e-04, eta: 7:54:08, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9063, loss_cls: 1.0728, loss: 1.0728, grad_norm: 10.0595 2020-10-11 15:50:24,910 - mmaction - INFO - Epoch [35][800/1793] lr: 7.500e-04, eta: 7:53:48, time: 1.073, data_time: 0.002, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9250, loss_cls: 1.0059, loss: 1.0059, grad_norm: 9.7925 2020-10-11 15:50:45,674 - mmaction - INFO - Epoch [35][820/1793] lr: 7.500e-04, eta: 7:53:28, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.0562, loss: 1.0562, grad_norm: 9.8148 2020-10-11 15:51:07,265 - mmaction - INFO - Epoch [35][840/1793] lr: 7.500e-04, eta: 7:53:08, time: 1.080, data_time: 0.003, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9094, loss_cls: 1.0616, loss: 1.0616, grad_norm: 9.7535 2020-10-11 15:51:27,494 - mmaction - INFO - Epoch [35][860/1793] lr: 7.500e-04, eta: 7:52:47, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 0.9910, loss: 0.9910, grad_norm: 9.6855 2020-10-11 15:51:48,790 - mmaction - INFO - Epoch [35][880/1793] lr: 7.500e-04, eta: 7:52:28, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9146, loss_cls: 1.0026, loss: 1.0026, grad_norm: 10.0726 2020-10-11 15:52:09,155 - mmaction - INFO - Epoch [35][900/1793] lr: 7.500e-04, eta: 7:52:07, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9240, loss_cls: 0.9610, loss: 0.9610, grad_norm: 9.6522 2020-10-11 15:52:30,107 - mmaction - INFO - Epoch [35][920/1793] lr: 7.500e-04, eta: 7:51:47, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9115, loss_cls: 1.0196, loss: 1.0196, grad_norm: 9.8544 2020-10-11 15:52:51,117 - mmaction - INFO - Epoch [35][940/1793] lr: 7.500e-04, eta: 7:51:27, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9240, loss_cls: 0.9660, loss: 0.9660, grad_norm: 9.5320 2020-10-11 15:53:11,676 - mmaction - INFO - Epoch [35][960/1793] lr: 7.500e-04, eta: 7:51:07, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9271, loss_cls: 0.9680, loss: 0.9680, grad_norm: 9.7333 2020-10-11 15:53:32,284 - mmaction - INFO - Epoch [35][980/1793] lr: 7.500e-04, eta: 7:50:46, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9229, loss_cls: 0.9676, loss: 0.9676, grad_norm: 9.2932 2020-10-11 15:53:53,706 - mmaction - INFO - Epoch [35][1000/1793] lr: 7.500e-04, eta: 7:50:26, time: 1.072, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9177, loss_cls: 0.9641, loss: 0.9641, grad_norm: 9.4823 2020-10-11 15:54:14,182 - mmaction - INFO - Epoch [35][1020/1793] lr: 7.500e-04, eta: 7:50:06, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9010, loss_cls: 1.0440, loss: 1.0440, grad_norm: 10.0289 2020-10-11 15:54:35,234 - mmaction - INFO - Epoch [35][1040/1793] lr: 7.500e-04, eta: 7:49:46, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9052, loss_cls: 1.0302, loss: 1.0302, grad_norm: 9.8938 2020-10-11 15:54:55,920 - mmaction - INFO - Epoch [35][1060/1793] lr: 7.500e-04, eta: 7:49:26, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9104, loss_cls: 1.0464, loss: 1.0464, grad_norm: 9.7179 2020-10-11 15:55:16,779 - mmaction - INFO - Epoch [35][1080/1793] lr: 7.500e-04, eta: 7:49:05, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9250, loss_cls: 0.9305, loss: 0.9305, grad_norm: 9.3513 2020-10-11 15:55:37,110 - mmaction - INFO - Epoch [35][1100/1793] lr: 7.500e-04, eta: 7:48:45, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9125, loss_cls: 0.9704, loss: 0.9704, grad_norm: 9.5186 2020-10-11 15:55:57,774 - mmaction - INFO - Epoch [35][1120/1793] lr: 7.500e-04, eta: 7:48:25, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9115, loss_cls: 1.0277, loss: 1.0277, grad_norm: 10.2125 2020-10-11 15:56:18,485 - mmaction - INFO - Epoch [35][1140/1793] lr: 7.500e-04, eta: 7:48:05, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9146, loss_cls: 1.0377, loss: 1.0377, grad_norm: 9.8280 2020-10-11 15:56:39,406 - mmaction - INFO - Epoch [35][1160/1793] lr: 7.500e-04, eta: 7:47:44, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9115, loss_cls: 1.0018, loss: 1.0018, grad_norm: 9.5486 2020-10-11 15:56:59,857 - mmaction - INFO - Epoch [35][1180/1793] lr: 7.500e-04, eta: 7:47:24, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9083, loss_cls: 1.0465, loss: 1.0465, grad_norm: 10.1814 2020-10-11 15:57:20,637 - mmaction - INFO - Epoch [35][1200/1793] lr: 7.500e-04, eta: 7:47:04, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9198, loss_cls: 0.9897, loss: 0.9897, grad_norm: 9.6781 2020-10-11 15:57:41,535 - mmaction - INFO - Epoch [35][1220/1793] lr: 7.500e-04, eta: 7:46:44, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9219, loss_cls: 0.9769, loss: 0.9769, grad_norm: 9.3938 2020-10-11 15:58:02,421 - mmaction - INFO - Epoch [35][1240/1793] lr: 7.500e-04, eta: 7:46:23, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9125, loss_cls: 0.9779, loss: 0.9779, grad_norm: 9.6538 2020-10-11 15:58:23,432 - mmaction - INFO - Epoch [35][1260/1793] lr: 7.500e-04, eta: 7:46:03, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9889, loss: 0.9889, grad_norm: 9.9825 2020-10-11 15:58:44,333 - mmaction - INFO - Epoch [35][1280/1793] lr: 7.500e-04, eta: 7:45:43, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9208, loss_cls: 1.0019, loss: 1.0019, grad_norm: 9.7340 2020-10-11 15:59:04,884 - mmaction - INFO - Epoch [35][1300/1793] lr: 7.500e-04, eta: 7:45:23, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9021, loss_cls: 1.0299, loss: 1.0299, grad_norm: 9.5179 2020-10-11 15:59:25,878 - mmaction - INFO - Epoch [35][1320/1793] lr: 7.500e-04, eta: 7:45:03, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9052, loss_cls: 1.0700, loss: 1.0700, grad_norm: 9.7796 2020-10-11 15:59:47,001 - mmaction - INFO - Epoch [35][1340/1793] lr: 7.500e-04, eta: 7:44:43, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9125, loss_cls: 1.0384, loss: 1.0384, grad_norm: 10.0994 2020-10-11 16:00:09,199 - mmaction - INFO - Epoch [35][1360/1793] lr: 7.500e-04, eta: 7:44:23, time: 1.104, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.8958, loss_cls: 1.0350, loss: 1.0350, grad_norm: 9.4879 2020-10-11 16:00:29,201 - mmaction - INFO - Epoch [35][1380/1793] lr: 7.500e-04, eta: 7:44:03, time: 1.007, data_time: 0.012, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9094, loss_cls: 1.0596, loss: 1.0596, grad_norm: 10.0800 2020-10-11 16:00:49,784 - mmaction - INFO - Epoch [35][1400/1793] lr: 7.500e-04, eta: 7:43:42, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7010, top5_acc: 0.9167, loss_cls: 1.0731, loss: 1.0731, grad_norm: 10.1354 2020-10-11 16:01:11,014 - mmaction - INFO - Epoch [35][1420/1793] lr: 7.500e-04, eta: 7:43:22, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9146, loss_cls: 1.0060, loss: 1.0060, grad_norm: 9.4600 2020-10-11 16:01:31,549 - mmaction - INFO - Epoch [35][1440/1793] lr: 7.500e-04, eta: 7:43:02, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.8990, loss_cls: 1.0393, loss: 1.0393, grad_norm: 9.6392 2020-10-11 16:01:52,712 - mmaction - INFO - Epoch [35][1460/1793] lr: 7.500e-04, eta: 7:42:42, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9934, loss: 0.9934, grad_norm: 9.5840 2020-10-11 16:02:13,720 - mmaction - INFO - Epoch [35][1480/1793] lr: 7.500e-04, eta: 7:42:22, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9240, loss_cls: 0.9846, loss: 0.9846, grad_norm: 9.4814 2020-10-11 16:02:34,128 - mmaction - INFO - Epoch [35][1500/1793] lr: 7.500e-04, eta: 7:42:01, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9073, loss_cls: 1.0584, loss: 1.0584, grad_norm: 9.8693 2020-10-11 16:02:54,938 - mmaction - INFO - Epoch [35][1520/1793] lr: 7.500e-04, eta: 7:41:41, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9135, loss_cls: 1.0304, loss: 1.0304, grad_norm: 9.7019 2020-10-11 16:03:16,361 - mmaction - INFO - Epoch [35][1540/1793] lr: 7.500e-04, eta: 7:41:21, time: 1.071, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 1.0292, loss: 1.0292, grad_norm: 9.4095 2020-10-11 16:03:37,008 - mmaction - INFO - Epoch [35][1560/1793] lr: 7.500e-04, eta: 7:41:01, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9135, loss_cls: 0.9799, loss: 0.9799, grad_norm: 9.7624 2020-10-11 16:03:58,022 - mmaction - INFO - Epoch [35][1580/1793] lr: 7.500e-04, eta: 7:40:41, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.0872, loss: 1.0872, grad_norm: 10.0681 2020-10-11 16:04:19,067 - mmaction - INFO - Epoch [35][1600/1793] lr: 7.500e-04, eta: 7:40:21, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 1.0381, loss: 1.0381, grad_norm: 9.7563 2020-10-11 16:04:40,243 - mmaction - INFO - Epoch [35][1620/1793] lr: 7.500e-04, eta: 7:40:01, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9312, loss_cls: 0.9310, loss: 0.9310, grad_norm: 9.7290 2020-10-11 16:05:00,832 - mmaction - INFO - Epoch [35][1640/1793] lr: 7.500e-04, eta: 7:39:40, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9094, loss_cls: 1.0402, loss: 1.0402, grad_norm: 10.0509 2020-10-11 16:05:22,676 - mmaction - INFO - Epoch [35][1660/1793] lr: 7.500e-04, eta: 7:39:20, time: 1.091, data_time: 0.005, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9083, loss_cls: 1.0150, loss: 1.0150, grad_norm: 9.8367 2020-10-11 16:05:44,707 - mmaction - INFO - Epoch [35][1680/1793] lr: 7.500e-04, eta: 7:39:01, time: 1.103, data_time: 0.006, memory: 10390, top1_acc: 0.7167, top5_acc: 0.9083, loss_cls: 1.0350, loss: 1.0350, grad_norm: 10.1536 2020-10-11 16:06:04,801 - mmaction - INFO - Epoch [35][1700/1793] lr: 7.500e-04, eta: 7:38:40, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8958, loss_cls: 1.0826, loss: 1.0826, grad_norm: 9.7974 2020-10-11 16:06:25,735 - mmaction - INFO - Epoch [35][1720/1793] lr: 7.500e-04, eta: 7:38:20, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9177, loss_cls: 1.0184, loss: 1.0184, grad_norm: 9.3283 2020-10-11 16:06:46,735 - mmaction - INFO - Epoch [35][1740/1793] lr: 7.500e-04, eta: 7:38:00, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9125, loss_cls: 1.0101, loss: 1.0101, grad_norm: 9.7762 2020-10-11 16:07:07,063 - mmaction - INFO - Epoch [35][1760/1793] lr: 7.500e-04, eta: 7:37:40, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9083, loss_cls: 1.0620, loss: 1.0620, grad_norm: 10.1134 2020-10-11 16:07:27,464 - mmaction - INFO - Epoch [35][1780/1793] lr: 7.500e-04, eta: 7:37:19, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9063, loss_cls: 1.0483, loss: 1.0483, grad_norm: 9.4425 2020-10-11 16:07:40,560 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-11 16:08:13,803 - mmaction - INFO - Epoch [36][20/1793] lr: 7.500e-04, eta: 7:36:45, time: 1.591, data_time: 0.662, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9104, loss_cls: 0.9610, loss: 0.9610, grad_norm: 9.0480 2020-10-11 16:08:33,978 - mmaction - INFO - Epoch [36][40/1793] lr: 7.500e-04, eta: 7:36:24, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9094, loss_cls: 0.9387, loss: 0.9387, grad_norm: 9.0710 2020-10-11 16:08:54,162 - mmaction - INFO - Epoch [36][60/1793] lr: 7.500e-04, eta: 7:36:04, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.7094, top5_acc: 0.8896, loss_cls: 1.0892, loss: 1.0892, grad_norm: 9.5419 2020-10-11 16:09:15,113 - mmaction - INFO - Epoch [36][80/1793] lr: 7.500e-04, eta: 7:35:44, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9636, loss: 0.9636, grad_norm: 9.6688 2020-10-11 16:09:35,808 - mmaction - INFO - Epoch [36][100/1793] lr: 7.500e-04, eta: 7:35:23, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9426, loss: 0.9426, grad_norm: 9.0855 2020-10-11 16:09:56,231 - mmaction - INFO - Epoch [36][120/1793] lr: 7.500e-04, eta: 7:35:03, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9187, loss_cls: 0.9631, loss: 0.9631, grad_norm: 9.8005 2020-10-11 16:10:16,424 - mmaction - INFO - Epoch [36][140/1793] lr: 7.500e-04, eta: 7:34:42, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9094, loss_cls: 1.0378, loss: 1.0378, grad_norm: 9.9030 2020-10-11 16:10:37,077 - mmaction - INFO - Epoch [36][160/1793] lr: 7.500e-04, eta: 7:34:22, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9167, loss_cls: 0.9887, loss: 0.9887, grad_norm: 9.8504 2020-10-11 16:10:57,825 - mmaction - INFO - Epoch [36][180/1793] lr: 7.500e-04, eta: 7:34:02, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9125, loss_cls: 0.9711, loss: 0.9711, grad_norm: 9.1674 2020-10-11 16:11:18,253 - mmaction - INFO - Epoch [36][200/1793] lr: 7.500e-04, eta: 7:33:41, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9073, loss_cls: 0.9889, loss: 0.9889, grad_norm: 9.5496 2020-10-11 16:11:38,821 - mmaction - INFO - Epoch [36][220/1793] lr: 7.500e-04, eta: 7:33:21, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9313, loss_cls: 0.9396, loss: 0.9396, grad_norm: 9.6235 2020-10-11 16:11:59,984 - mmaction - INFO - Epoch [36][240/1793] lr: 7.500e-04, eta: 7:33:01, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.7156, top5_acc: 0.8938, loss_cls: 1.1214, loss: 1.1214, grad_norm: 10.5636 2020-10-11 16:12:20,564 - mmaction - INFO - Epoch [36][260/1793] lr: 7.500e-04, eta: 7:32:41, time: 1.026, data_time: 0.007, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9125, loss_cls: 0.9800, loss: 0.9800, grad_norm: 9.6404 2020-10-11 16:12:40,936 - mmaction - INFO - Epoch [36][280/1793] lr: 7.500e-04, eta: 7:32:20, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9073, loss_cls: 1.0107, loss: 1.0107, grad_norm: 9.7771 2020-10-11 16:13:01,607 - mmaction - INFO - Epoch [36][300/1793] lr: 7.500e-04, eta: 7:32:00, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9624, loss: 0.9624, grad_norm: 9.6259 2020-10-11 16:13:22,554 - mmaction - INFO - Epoch [36][320/1793] lr: 7.500e-04, eta: 7:31:40, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9062, loss_cls: 1.0304, loss: 1.0304, grad_norm: 10.2398 2020-10-11 16:13:43,404 - mmaction - INFO - Epoch [36][340/1793] lr: 7.500e-04, eta: 7:31:20, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9083, loss_cls: 1.0681, loss: 1.0681, grad_norm: 9.9540 2020-10-11 16:14:04,294 - mmaction - INFO - Epoch [36][360/1793] lr: 7.500e-04, eta: 7:31:00, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9250, loss_cls: 0.9494, loss: 0.9494, grad_norm: 9.6495 2020-10-11 16:14:24,691 - mmaction - INFO - Epoch [36][380/1793] lr: 7.500e-04, eta: 7:30:39, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9417, loss_cls: 0.9078, loss: 0.9078, grad_norm: 9.8011 2020-10-11 16:14:45,628 - mmaction - INFO - Epoch [36][400/1793] lr: 7.500e-04, eta: 7:30:19, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9000, loss_cls: 1.0310, loss: 1.0310, grad_norm: 9.6251 2020-10-11 16:15:06,324 - mmaction - INFO - Epoch [36][420/1793] lr: 7.500e-04, eta: 7:29:59, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9146, loss_cls: 0.9636, loss: 0.9636, grad_norm: 9.3409 2020-10-11 16:15:26,434 - mmaction - INFO - Epoch [36][440/1793] lr: 7.500e-04, eta: 7:29:38, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9042, loss_cls: 0.9971, loss: 0.9971, grad_norm: 9.6144 2020-10-11 16:15:47,246 - mmaction - INFO - Epoch [36][460/1793] lr: 7.500e-04, eta: 7:29:18, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9104, loss_cls: 0.9915, loss: 0.9915, grad_norm: 9.9792 2020-10-11 16:16:08,492 - mmaction - INFO - Epoch [36][480/1793] lr: 7.500e-04, eta: 7:28:58, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9083, loss_cls: 1.0623, loss: 1.0623, grad_norm: 10.2795 2020-10-11 16:16:29,180 - mmaction - INFO - Epoch [36][500/1793] lr: 7.500e-04, eta: 7:28:38, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 1.0345, loss: 1.0345, grad_norm: 10.1195 2020-10-11 16:16:49,428 - mmaction - INFO - Epoch [36][520/1793] lr: 7.500e-04, eta: 7:28:17, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9073, loss_cls: 1.0518, loss: 1.0518, grad_norm: 10.1527 2020-10-11 16:17:10,531 - mmaction - INFO - Epoch [36][540/1793] lr: 7.500e-04, eta: 7:27:57, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9042, loss_cls: 1.0537, loss: 1.0537, grad_norm: 10.1899 2020-10-11 16:17:31,420 - mmaction - INFO - Epoch [36][560/1793] lr: 7.500e-04, eta: 7:27:37, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9240, loss_cls: 0.9386, loss: 0.9386, grad_norm: 9.8439 2020-10-11 16:17:52,054 - mmaction - INFO - Epoch [36][580/1793] lr: 7.500e-04, eta: 7:27:17, time: 1.032, data_time: 0.003, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9167, loss_cls: 0.9395, loss: 0.9395, grad_norm: 9.6804 2020-10-11 16:18:12,738 - mmaction - INFO - Epoch [36][600/1793] lr: 7.500e-04, eta: 7:26:56, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.8969, loss_cls: 1.0848, loss: 1.0848, grad_norm: 10.2128 2020-10-11 16:18:33,140 - mmaction - INFO - Epoch [36][620/1793] lr: 7.500e-04, eta: 7:26:36, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9240, loss_cls: 0.9703, loss: 0.9703, grad_norm: 9.8897 2020-10-11 16:18:54,042 - mmaction - INFO - Epoch [36][640/1793] lr: 7.500e-04, eta: 7:26:16, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.7198, top5_acc: 0.9198, loss_cls: 1.0182, loss: 1.0182, grad_norm: 9.9243 2020-10-11 16:19:14,599 - mmaction - INFO - Epoch [36][660/1793] lr: 7.500e-04, eta: 7:25:55, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9156, loss_cls: 0.9749, loss: 0.9749, grad_norm: 9.8033 2020-10-11 16:19:35,373 - mmaction - INFO - Epoch [36][680/1793] lr: 7.500e-04, eta: 7:25:35, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9125, loss_cls: 1.0064, loss: 1.0064, grad_norm: 10.2550 2020-10-11 16:19:55,936 - mmaction - INFO - Epoch [36][700/1793] lr: 7.500e-04, eta: 7:25:15, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9010, loss_cls: 1.0835, loss: 1.0835, grad_norm: 10.0190 2020-10-11 16:20:16,260 - mmaction - INFO - Epoch [36][720/1793] lr: 7.500e-04, eta: 7:24:54, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9177, loss_cls: 1.0289, loss: 1.0289, grad_norm: 10.1071 2020-10-11 16:20:36,945 - mmaction - INFO - Epoch [36][740/1793] lr: 7.500e-04, eta: 7:24:34, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7188, top5_acc: 0.9146, loss_cls: 1.0357, loss: 1.0357, grad_norm: 10.3301 2020-10-11 16:20:57,491 - mmaction - INFO - Epoch [36][760/1793] lr: 7.500e-04, eta: 7:24:14, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9292, loss_cls: 0.9027, loss: 0.9027, grad_norm: 9.5602 2020-10-11 16:21:18,356 - mmaction - INFO - Epoch [36][780/1793] lr: 7.500e-04, eta: 7:23:54, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9062, loss_cls: 1.0146, loss: 1.0146, grad_norm: 10.0207 2020-10-11 16:21:38,798 - mmaction - INFO - Epoch [36][800/1793] lr: 7.500e-04, eta: 7:23:33, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9906, loss: 0.9906, grad_norm: 9.9480 2020-10-11 16:21:59,579 - mmaction - INFO - Epoch [36][820/1793] lr: 7.500e-04, eta: 7:23:13, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9250, loss_cls: 0.9371, loss: 0.9371, grad_norm: 9.3100 2020-10-11 16:22:21,047 - mmaction - INFO - Epoch [36][840/1793] lr: 7.500e-04, eta: 7:22:53, time: 1.074, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9135, loss_cls: 0.9816, loss: 0.9816, grad_norm: 9.6733 2020-10-11 16:22:41,392 - mmaction - INFO - Epoch [36][860/1793] lr: 7.500e-04, eta: 7:22:33, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7021, top5_acc: 0.9073, loss_cls: 1.0877, loss: 1.0877, grad_norm: 10.1059 2020-10-11 16:23:02,450 - mmaction - INFO - Epoch [36][880/1793] lr: 7.500e-04, eta: 7:22:12, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.8979, loss_cls: 1.0570, loss: 1.0570, grad_norm: 10.0155 2020-10-11 16:23:23,765 - mmaction - INFO - Epoch [36][900/1793] lr: 7.500e-04, eta: 7:21:52, time: 1.066, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9187, loss_cls: 0.9581, loss: 0.9581, grad_norm: 9.6443 2020-10-11 16:23:43,822 - mmaction - INFO - Epoch [36][920/1793] lr: 7.500e-04, eta: 7:21:32, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9094, loss_cls: 1.0318, loss: 1.0318, grad_norm: 10.2169 2020-10-11 16:24:04,375 - mmaction - INFO - Epoch [36][940/1793] lr: 7.500e-04, eta: 7:21:12, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9797, loss: 0.9797, grad_norm: 9.1992 2020-10-11 16:24:24,984 - mmaction - INFO - Epoch [36][960/1793] lr: 7.500e-04, eta: 7:20:51, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9292, loss_cls: 0.9563, loss: 0.9563, grad_norm: 9.6130 2020-10-11 16:24:45,797 - mmaction - INFO - Epoch [36][980/1793] lr: 7.500e-04, eta: 7:20:31, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9208, loss_cls: 0.9391, loss: 0.9391, grad_norm: 9.8151 2020-10-11 16:25:05,962 - mmaction - INFO - Epoch [36][1000/1793] lr: 7.500e-04, eta: 7:20:11, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9135, loss_cls: 0.9359, loss: 0.9359, grad_norm: 9.2945 2020-10-11 16:25:26,481 - mmaction - INFO - Epoch [36][1020/1793] lr: 7.500e-04, eta: 7:19:50, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9000, loss_cls: 1.0763, loss: 1.0763, grad_norm: 10.1823 2020-10-11 16:25:47,308 - mmaction - INFO - Epoch [36][1040/1793] lr: 7.500e-04, eta: 7:19:30, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9125, loss_cls: 1.0559, loss: 1.0559, grad_norm: 10.1337 2020-10-11 16:26:08,006 - mmaction - INFO - Epoch [36][1060/1793] lr: 7.500e-04, eta: 7:19:10, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9313, loss_cls: 0.8785, loss: 0.8785, grad_norm: 9.1895 2020-10-11 16:26:28,573 - mmaction - INFO - Epoch [36][1080/1793] lr: 7.500e-04, eta: 7:18:49, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9073, loss_cls: 1.0705, loss: 1.0705, grad_norm: 10.2728 2020-10-11 16:26:49,000 - mmaction - INFO - Epoch [36][1100/1793] lr: 7.500e-04, eta: 7:18:29, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9156, loss_cls: 0.9712, loss: 0.9712, grad_norm: 9.5082 2020-10-11 16:27:09,743 - mmaction - INFO - Epoch [36][1120/1793] lr: 7.500e-04, eta: 7:18:09, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9198, loss_cls: 0.9816, loss: 0.9816, grad_norm: 10.0104 2020-10-11 16:27:30,641 - mmaction - INFO - Epoch [36][1140/1793] lr: 7.500e-04, eta: 7:17:49, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 0.9774, loss: 0.9774, grad_norm: 9.8386 2020-10-11 16:27:51,725 - mmaction - INFO - Epoch [36][1160/1793] lr: 7.500e-04, eta: 7:17:28, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8917, loss: 0.8917, grad_norm: 9.4621 2020-10-11 16:28:12,016 - mmaction - INFO - Epoch [36][1180/1793] lr: 7.500e-04, eta: 7:17:08, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9188, loss_cls: 0.9969, loss: 0.9969, grad_norm: 10.2724 2020-10-11 16:28:32,598 - mmaction - INFO - Epoch [36][1200/1793] lr: 7.500e-04, eta: 7:16:48, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9104, loss_cls: 1.0165, loss: 1.0165, grad_norm: 10.3595 2020-10-11 16:28:53,317 - mmaction - INFO - Epoch [36][1220/1793] lr: 7.500e-04, eta: 7:16:27, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9312, loss_cls: 0.9733, loss: 0.9733, grad_norm: 10.1764 2020-10-11 16:29:13,995 - mmaction - INFO - Epoch [36][1240/1793] lr: 7.500e-04, eta: 7:16:07, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9083, loss_cls: 1.0285, loss: 1.0285, grad_norm: 10.0827 2020-10-11 16:29:34,946 - mmaction - INFO - Epoch [36][1260/1793] lr: 7.500e-04, eta: 7:15:47, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9198, loss_cls: 1.0186, loss: 1.0186, grad_norm: 9.9769 2020-10-11 16:29:55,836 - mmaction - INFO - Epoch [36][1280/1793] lr: 7.500e-04, eta: 7:15:27, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9354, loss_cls: 0.9692, loss: 0.9692, grad_norm: 10.0128 2020-10-11 16:30:16,643 - mmaction - INFO - Epoch [36][1300/1793] lr: 7.500e-04, eta: 7:15:06, time: 1.038, data_time: 0.004, memory: 10390, top1_acc: 0.7073, top5_acc: 0.9031, loss_cls: 1.0811, loss: 1.0811, grad_norm: 10.5424 2020-10-11 16:30:37,946 - mmaction - INFO - Epoch [36][1320/1793] lr: 7.500e-04, eta: 7:14:46, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9229, loss_cls: 0.9397, loss: 0.9397, grad_norm: 9.5642 2020-10-11 16:30:59,298 - mmaction - INFO - Epoch [36][1340/1793] lr: 7.500e-04, eta: 7:14:26, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9010, loss_cls: 1.0500, loss: 1.0500, grad_norm: 10.1901 2020-10-11 16:31:19,636 - mmaction - INFO - Epoch [36][1360/1793] lr: 7.500e-04, eta: 7:14:06, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9135, loss_cls: 1.0123, loss: 1.0123, grad_norm: 10.0929 2020-10-11 16:31:40,824 - mmaction - INFO - Epoch [36][1380/1793] lr: 7.500e-04, eta: 7:13:46, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9083, loss_cls: 1.0223, loss: 1.0223, grad_norm: 10.1921 2020-10-11 16:32:01,799 - mmaction - INFO - Epoch [36][1400/1793] lr: 7.500e-04, eta: 7:13:26, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9156, loss_cls: 0.9934, loss: 0.9934, grad_norm: 9.8528 2020-10-11 16:32:21,686 - mmaction - INFO - Epoch [36][1420/1793] lr: 7.500e-04, eta: 7:13:05, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9219, loss_cls: 0.9600, loss: 0.9600, grad_norm: 9.5192 2020-10-11 16:32:42,286 - mmaction - INFO - Epoch [36][1440/1793] lr: 7.500e-04, eta: 7:12:45, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9062, loss_cls: 1.0464, loss: 1.0464, grad_norm: 10.0479 2020-10-11 16:33:03,532 - mmaction - INFO - Epoch [36][1460/1793] lr: 7.500e-04, eta: 7:12:25, time: 1.062, data_time: 0.003, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9031, loss_cls: 0.9990, loss: 0.9990, grad_norm: 9.7717 2020-10-11 16:33:23,751 - mmaction - INFO - Epoch [36][1480/1793] lr: 7.500e-04, eta: 7:12:04, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9104, loss_cls: 0.9698, loss: 0.9698, grad_norm: 9.4495 2020-10-11 16:33:45,272 - mmaction - INFO - Epoch [36][1500/1793] lr: 7.500e-04, eta: 7:11:44, time: 1.078, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9115, loss_cls: 0.9743, loss: 0.9743, grad_norm: 9.7727 2020-10-11 16:34:05,628 - mmaction - INFO - Epoch [36][1520/1793] lr: 7.500e-04, eta: 7:11:24, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9271, loss_cls: 1.0010, loss: 1.0010, grad_norm: 9.8784 2020-10-11 16:34:26,705 - mmaction - INFO - Epoch [36][1540/1793] lr: 7.500e-04, eta: 7:11:04, time: 1.052, data_time: 0.004, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9250, loss_cls: 0.9747, loss: 0.9747, grad_norm: 10.4016 2020-10-11 16:34:47,143 - mmaction - INFO - Epoch [36][1560/1793] lr: 7.500e-04, eta: 7:10:43, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7229, top5_acc: 0.8927, loss_cls: 1.0620, loss: 1.0620, grad_norm: 10.3611 2020-10-11 16:35:08,075 - mmaction - INFO - Epoch [36][1580/1793] lr: 7.500e-04, eta: 7:10:23, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9042, loss_cls: 1.0379, loss: 1.0379, grad_norm: 10.3602 2020-10-11 16:35:29,094 - mmaction - INFO - Epoch [36][1600/1793] lr: 7.500e-04, eta: 7:10:03, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9177, loss_cls: 0.9377, loss: 0.9377, grad_norm: 9.4226 2020-10-11 16:35:49,733 - mmaction - INFO - Epoch [36][1620/1793] lr: 7.500e-04, eta: 7:09:43, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9104, loss_cls: 1.0085, loss: 1.0085, grad_norm: 10.0112 2020-10-11 16:36:10,273 - mmaction - INFO - Epoch [36][1640/1793] lr: 7.500e-04, eta: 7:09:22, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9250, loss_cls: 0.9650, loss: 0.9650, grad_norm: 9.9705 2020-10-11 16:36:30,721 - mmaction - INFO - Epoch [36][1660/1793] lr: 7.500e-04, eta: 7:09:02, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 1.0125, loss: 1.0125, grad_norm: 9.9822 2020-10-11 16:36:51,166 - mmaction - INFO - Epoch [36][1680/1793] lr: 7.500e-04, eta: 7:08:42, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9115, loss_cls: 0.9877, loss: 0.9877, grad_norm: 9.7852 2020-10-11 16:37:12,091 - mmaction - INFO - Epoch [36][1700/1793] lr: 7.500e-04, eta: 7:08:21, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9135, loss_cls: 1.0242, loss: 1.0242, grad_norm: 10.0356 2020-10-11 16:37:32,804 - mmaction - INFO - Epoch [36][1720/1793] lr: 7.500e-04, eta: 7:08:01, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9125, loss_cls: 1.0045, loss: 1.0045, grad_norm: 10.0759 2020-10-11 16:37:53,286 - mmaction - INFO - Epoch [36][1740/1793] lr: 7.500e-04, eta: 7:07:41, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9146, loss_cls: 1.0316, loss: 1.0316, grad_norm: 10.0953 2020-10-11 16:38:14,409 - mmaction - INFO - Epoch [36][1760/1793] lr: 7.500e-04, eta: 7:07:21, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9292, loss_cls: 0.9594, loss: 0.9594, grad_norm: 9.8290 2020-10-11 16:38:35,236 - mmaction - INFO - Epoch [36][1780/1793] lr: 7.500e-04, eta: 7:07:00, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7104, top5_acc: 0.9135, loss_cls: 1.0327, loss: 1.0327, grad_norm: 10.3626 2020-10-11 16:38:47,842 - mmaction - INFO - Saving checkpoint at 36 epochs 2020-10-11 16:39:16,267 - mmaction - INFO - Epoch [37][20/1793] lr: 7.500e-04, eta: 7:06:24, time: 1.398, data_time: 0.436, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9354, loss_cls: 0.8661, loss: 0.8661, grad_norm: 9.6425 2020-10-11 16:39:36,196 - mmaction - INFO - Epoch [37][40/1793] lr: 7.500e-04, eta: 7:06:04, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9281, loss_cls: 0.9030, loss: 0.9030, grad_norm: 9.6786 2020-10-11 16:39:56,471 - mmaction - INFO - Epoch [37][60/1793] lr: 7.500e-04, eta: 7:05:43, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9198, loss_cls: 1.0048, loss: 1.0048, grad_norm: 10.1844 2020-10-11 16:40:17,040 - mmaction - INFO - Epoch [37][80/1793] lr: 7.500e-04, eta: 7:05:23, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9135, loss_cls: 0.9950, loss: 0.9950, grad_norm: 9.8782 2020-10-11 16:40:37,674 - mmaction - INFO - Epoch [37][100/1793] lr: 7.500e-04, eta: 7:05:03, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9240, loss_cls: 0.9600, loss: 0.9600, grad_norm: 9.5130 2020-10-11 16:40:58,020 - mmaction - INFO - Epoch [37][120/1793] lr: 7.500e-04, eta: 7:04:42, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9156, loss_cls: 0.9535, loss: 0.9535, grad_norm: 9.5419 2020-10-11 16:41:18,883 - mmaction - INFO - Epoch [37][140/1793] lr: 7.500e-04, eta: 7:04:22, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9125, loss_cls: 1.0185, loss: 1.0185, grad_norm: 10.1031 2020-10-11 16:41:39,312 - mmaction - INFO - Epoch [37][160/1793] lr: 7.500e-04, eta: 7:04:02, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9396, loss_cls: 0.8681, loss: 0.8681, grad_norm: 9.6178 2020-10-11 16:41:59,748 - mmaction - INFO - Epoch [37][180/1793] lr: 7.500e-04, eta: 7:03:41, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9229, loss_cls: 0.9525, loss: 0.9525, grad_norm: 10.0979 2020-10-11 16:42:20,238 - mmaction - INFO - Epoch [37][200/1793] lr: 7.500e-04, eta: 7:03:21, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9177, loss_cls: 0.9883, loss: 0.9883, grad_norm: 10.3369 2020-10-11 16:42:41,404 - mmaction - INFO - Epoch [37][220/1793] lr: 7.500e-04, eta: 7:03:01, time: 1.056, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9073, loss_cls: 0.9942, loss: 0.9942, grad_norm: 9.9620 2020-10-11 16:43:02,410 - mmaction - INFO - Epoch [37][240/1793] lr: 7.500e-04, eta: 7:02:41, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9021, loss_cls: 1.0789, loss: 1.0789, grad_norm: 10.1131 2020-10-11 16:43:23,183 - mmaction - INFO - Epoch [37][260/1793] lr: 7.500e-04, eta: 7:02:20, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9187, loss_cls: 0.9917, loss: 0.9917, grad_norm: 9.9912 2020-10-11 16:43:44,077 - mmaction - INFO - Epoch [37][280/1793] lr: 7.500e-04, eta: 7:02:00, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8408, loss: 0.8408, grad_norm: 9.3351 2020-10-11 16:44:04,182 - mmaction - INFO - Epoch [37][300/1793] lr: 7.500e-04, eta: 7:01:40, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9083, loss_cls: 1.0112, loss: 1.0112, grad_norm: 10.2624 2020-10-11 16:44:25,033 - mmaction - INFO - Epoch [37][320/1793] lr: 7.500e-04, eta: 7:01:20, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9219, loss_cls: 0.9777, loss: 0.9777, grad_norm: 9.9604 2020-10-11 16:44:45,911 - mmaction - INFO - Epoch [37][340/1793] lr: 7.500e-04, eta: 7:00:59, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9083, loss_cls: 1.0219, loss: 1.0219, grad_norm: 10.2568 2020-10-11 16:45:06,208 - mmaction - INFO - Epoch [37][360/1793] lr: 7.500e-04, eta: 7:00:39, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9188, loss_cls: 1.0016, loss: 1.0016, grad_norm: 10.4500 2020-10-11 16:45:26,794 - mmaction - INFO - Epoch [37][380/1793] lr: 7.500e-04, eta: 7:00:19, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9894, loss: 0.9894, grad_norm: 10.4117 2020-10-11 16:45:47,341 - mmaction - INFO - Epoch [37][400/1793] lr: 7.500e-04, eta: 6:59:58, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9052, loss_cls: 1.0464, loss: 1.0464, grad_norm: 10.5401 2020-10-11 16:46:07,892 - mmaction - INFO - Epoch [37][420/1793] lr: 7.500e-04, eta: 6:59:38, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9198, loss_cls: 1.0346, loss: 1.0346, grad_norm: 10.8045 2020-10-11 16:46:28,779 - mmaction - INFO - Epoch [37][440/1793] lr: 7.500e-04, eta: 6:59:18, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9063, loss_cls: 1.0296, loss: 1.0296, grad_norm: 10.2611 2020-10-11 16:46:49,263 - mmaction - INFO - Epoch [37][460/1793] lr: 7.500e-04, eta: 6:58:57, time: 1.028, data_time: 0.008, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9146, loss_cls: 1.0167, loss: 1.0167, grad_norm: 10.1411 2020-10-11 16:47:10,044 - mmaction - INFO - Epoch [37][480/1793] lr: 7.500e-04, eta: 6:58:37, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9042, loss_cls: 0.9945, loss: 0.9945, grad_norm: 9.9923 2020-10-11 16:47:30,772 - mmaction - INFO - Epoch [37][500/1793] lr: 7.500e-04, eta: 6:58:17, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9240, loss_cls: 0.9384, loss: 0.9384, grad_norm: 10.0059 2020-10-11 16:47:51,557 - mmaction - INFO - Epoch [37][520/1793] lr: 7.500e-04, eta: 6:57:56, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9354, loss_cls: 0.9085, loss: 0.9085, grad_norm: 9.9718 2020-10-11 16:48:12,833 - mmaction - INFO - Epoch [37][540/1793] lr: 7.500e-04, eta: 6:57:36, time: 1.061, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9219, loss_cls: 0.9459, loss: 0.9459, grad_norm: 10.0784 2020-10-11 16:48:34,215 - mmaction - INFO - Epoch [37][560/1793] lr: 7.500e-04, eta: 6:57:16, time: 1.072, data_time: 0.007, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9146, loss_cls: 0.9630, loss: 0.9630, grad_norm: 9.7892 2020-10-11 16:48:55,128 - mmaction - INFO - Epoch [37][580/1793] lr: 7.500e-04, eta: 6:56:56, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9073, loss_cls: 1.0046, loss: 1.0046, grad_norm: 10.1750 2020-10-11 16:49:15,711 - mmaction - INFO - Epoch [37][600/1793] lr: 7.500e-04, eta: 6:56:36, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9094, loss_cls: 0.9716, loss: 0.9716, grad_norm: 10.3825 2020-10-11 16:49:36,616 - mmaction - INFO - Epoch [37][620/1793] lr: 7.500e-04, eta: 6:56:16, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9167, loss_cls: 0.9273, loss: 0.9273, grad_norm: 9.6926 2020-10-11 16:49:57,378 - mmaction - INFO - Epoch [37][640/1793] lr: 7.500e-04, eta: 6:55:55, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9271, loss_cls: 0.9757, loss: 0.9757, grad_norm: 10.4172 2020-10-11 16:50:17,926 - mmaction - INFO - Epoch [37][660/1793] lr: 7.500e-04, eta: 6:55:35, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9125, loss_cls: 0.9972, loss: 0.9972, grad_norm: 10.1364 2020-10-11 16:50:38,536 - mmaction - INFO - Epoch [37][680/1793] lr: 7.500e-04, eta: 6:55:15, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9135, loss_cls: 1.0158, loss: 1.0158, grad_norm: 10.4039 2020-10-11 16:50:59,734 - mmaction - INFO - Epoch [37][700/1793] lr: 7.500e-04, eta: 6:54:55, time: 1.060, data_time: 0.002, memory: 10390, top1_acc: 0.7083, top5_acc: 0.9073, loss_cls: 1.0634, loss: 1.0634, grad_norm: 10.3125 2020-10-11 16:51:20,804 - mmaction - INFO - Epoch [37][720/1793] lr: 7.500e-04, eta: 6:54:34, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.7146, top5_acc: 0.9042, loss_cls: 1.0509, loss: 1.0509, grad_norm: 10.0974 2020-10-11 16:51:42,049 - mmaction - INFO - Epoch [37][740/1793] lr: 7.500e-04, eta: 6:54:14, time: 1.063, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9406, loss_cls: 0.9281, loss: 0.9281, grad_norm: 10.0781 2020-10-11 16:52:03,448 - mmaction - INFO - Epoch [37][760/1793] lr: 7.500e-04, eta: 6:53:54, time: 1.072, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9115, loss_cls: 0.9989, loss: 0.9989, grad_norm: 10.3945 2020-10-11 16:52:24,720 - mmaction - INFO - Epoch [37][780/1793] lr: 7.500e-04, eta: 6:53:34, time: 1.062, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9240, loss_cls: 0.8990, loss: 0.8990, grad_norm: 9.6404 2020-10-11 16:52:46,230 - mmaction - INFO - Epoch [37][800/1793] lr: 7.500e-04, eta: 6:53:14, time: 1.074, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9094, loss_cls: 1.0130, loss: 1.0130, grad_norm: 10.0550 2020-10-11 16:53:07,583 - mmaction - INFO - Epoch [37][820/1793] lr: 7.500e-04, eta: 6:52:54, time: 1.071, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9271, loss_cls: 0.9342, loss: 0.9342, grad_norm: 10.0397 2020-10-11 16:53:28,837 - mmaction - INFO - Epoch [37][840/1793] lr: 7.500e-04, eta: 6:52:34, time: 1.060, data_time: 0.007, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 0.9841, loss: 0.9841, grad_norm: 10.2783 2020-10-11 16:53:49,603 - mmaction - INFO - Epoch [37][860/1793] lr: 7.500e-04, eta: 6:52:14, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9167, loss_cls: 1.0127, loss: 1.0127, grad_norm: 10.6059 2020-10-11 16:54:11,298 - mmaction - INFO - Epoch [37][880/1793] lr: 7.500e-04, eta: 6:51:54, time: 1.083, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 1.0150, loss: 1.0150, grad_norm: 9.9938 2020-10-11 16:54:32,708 - mmaction - INFO - Epoch [37][900/1793] lr: 7.500e-04, eta: 6:51:34, time: 1.072, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9073, loss_cls: 1.0038, loss: 1.0038, grad_norm: 9.9165 2020-10-11 16:54:52,930 - mmaction - INFO - Epoch [37][920/1793] lr: 7.500e-04, eta: 6:51:13, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9250, loss_cls: 0.9271, loss: 0.9271, grad_norm: 10.0063 2020-10-11 16:55:14,195 - mmaction - INFO - Epoch [37][940/1793] lr: 7.500e-04, eta: 6:50:53, time: 1.062, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9198, loss_cls: 0.9916, loss: 0.9916, grad_norm: 9.7992 2020-10-11 16:55:34,591 - mmaction - INFO - Epoch [37][960/1793] lr: 7.500e-04, eta: 6:50:33, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9052, loss_cls: 1.0107, loss: 1.0107, grad_norm: 10.1248 2020-10-11 16:55:55,418 - mmaction - INFO - Epoch [37][980/1793] lr: 7.500e-04, eta: 6:50:13, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 1.0006, loss: 1.0006, grad_norm: 10.0056 2020-10-11 16:56:16,043 - mmaction - INFO - Epoch [37][1000/1793] lr: 7.500e-04, eta: 6:49:52, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9073, loss_cls: 1.0426, loss: 1.0426, grad_norm: 10.3573 2020-10-11 16:56:36,775 - mmaction - INFO - Epoch [37][1020/1793] lr: 7.500e-04, eta: 6:49:32, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 1.0125, loss: 1.0125, grad_norm: 10.1966 2020-10-11 16:56:57,710 - mmaction - INFO - Epoch [37][1040/1793] lr: 7.500e-04, eta: 6:49:12, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9125, loss_cls: 1.0065, loss: 1.0065, grad_norm: 10.0309 2020-10-11 16:57:18,575 - mmaction - INFO - Epoch [37][1060/1793] lr: 7.500e-04, eta: 6:48:51, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9094, loss_cls: 1.0154, loss: 1.0154, grad_norm: 10.2483 2020-10-11 16:57:40,108 - mmaction - INFO - Epoch [37][1080/1793] lr: 7.500e-04, eta: 6:48:31, time: 1.079, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9496, loss: 0.9496, grad_norm: 9.9243 2020-10-11 16:58:00,363 - mmaction - INFO - Epoch [37][1100/1793] lr: 7.500e-04, eta: 6:48:11, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9021, loss_cls: 1.0187, loss: 1.0187, grad_norm: 9.7751 2020-10-11 16:58:21,381 - mmaction - INFO - Epoch [37][1120/1793] lr: 7.500e-04, eta: 6:47:51, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9741, loss: 0.9741, grad_norm: 9.9780 2020-10-11 16:58:42,550 - mmaction - INFO - Epoch [37][1140/1793] lr: 7.500e-04, eta: 6:47:31, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9177, loss_cls: 1.0016, loss: 1.0016, grad_norm: 10.1859 2020-10-11 16:59:03,463 - mmaction - INFO - Epoch [37][1160/1793] lr: 7.500e-04, eta: 6:47:10, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9208, loss_cls: 1.0287, loss: 1.0287, grad_norm: 10.3707 2020-10-11 16:59:24,457 - mmaction - INFO - Epoch [37][1180/1793] lr: 7.500e-04, eta: 6:46:50, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9052, loss_cls: 1.0376, loss: 1.0376, grad_norm: 10.3366 2020-10-11 16:59:45,733 - mmaction - INFO - Epoch [37][1200/1793] lr: 7.500e-04, eta: 6:46:30, time: 1.067, data_time: 0.007, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9365, loss_cls: 0.8781, loss: 0.8781, grad_norm: 9.8826 2020-10-11 17:00:07,921 - mmaction - INFO - Epoch [37][1220/1793] lr: 7.500e-04, eta: 6:46:10, time: 1.099, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 0.9778, loss: 0.9778, grad_norm: 9.8709 2020-10-11 17:00:28,475 - mmaction - INFO - Epoch [37][1240/1793] lr: 7.500e-04, eta: 6:45:50, time: 1.038, data_time: 0.023, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9125, loss_cls: 1.0050, loss: 1.0050, grad_norm: 9.8878 2020-10-11 17:00:49,512 - mmaction - INFO - Epoch [37][1260/1793] lr: 7.500e-04, eta: 6:45:30, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9673, loss: 0.9673, grad_norm: 10.3437 2020-10-11 17:01:10,653 - mmaction - INFO - Epoch [37][1280/1793] lr: 7.500e-04, eta: 6:45:10, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.7208, top5_acc: 0.9167, loss_cls: 1.0417, loss: 1.0417, grad_norm: 10.4128 2020-10-11 17:01:32,015 - mmaction - INFO - Epoch [37][1300/1793] lr: 7.500e-04, eta: 6:44:50, time: 1.067, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9135, loss_cls: 1.0043, loss: 1.0043, grad_norm: 10.2585 2020-10-11 17:01:52,798 - mmaction - INFO - Epoch [37][1320/1793] lr: 7.500e-04, eta: 6:44:29, time: 1.040, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9187, loss_cls: 0.9411, loss: 0.9411, grad_norm: 9.6866 2020-10-11 17:02:13,816 - mmaction - INFO - Epoch [37][1340/1793] lr: 7.500e-04, eta: 6:44:09, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9198, loss_cls: 0.9953, loss: 0.9953, grad_norm: 10.1231 2020-10-11 17:02:35,106 - mmaction - INFO - Epoch [37][1360/1793] lr: 7.500e-04, eta: 6:43:49, time: 1.068, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9177, loss_cls: 0.9846, loss: 0.9846, grad_norm: 10.1700 2020-10-11 17:02:55,816 - mmaction - INFO - Epoch [37][1380/1793] lr: 7.500e-04, eta: 6:43:29, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9187, loss_cls: 0.9267, loss: 0.9267, grad_norm: 9.7908 2020-10-11 17:03:17,676 - mmaction - INFO - Epoch [37][1400/1793] lr: 7.500e-04, eta: 6:43:09, time: 1.093, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9292, loss_cls: 0.9203, loss: 0.9203, grad_norm: 10.0460 2020-10-11 17:03:38,176 - mmaction - INFO - Epoch [37][1420/1793] lr: 7.500e-04, eta: 6:42:49, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9062, loss_cls: 1.0601, loss: 1.0601, grad_norm: 10.6663 2020-10-11 17:03:59,834 - mmaction - INFO - Epoch [37][1440/1793] lr: 7.500e-04, eta: 6:42:29, time: 1.083, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9177, loss_cls: 0.9266, loss: 0.9266, grad_norm: 10.0983 2020-10-11 17:04:20,027 - mmaction - INFO - Epoch [37][1460/1793] lr: 7.500e-04, eta: 6:42:08, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9271, loss_cls: 0.9000, loss: 0.9000, grad_norm: 9.4012 2020-10-11 17:04:41,876 - mmaction - INFO - Epoch [37][1480/1793] lr: 7.500e-04, eta: 6:41:48, time: 1.093, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9094, loss_cls: 1.0639, loss: 1.0639, grad_norm: 10.4414 2020-10-11 17:05:02,052 - mmaction - INFO - Epoch [37][1500/1793] lr: 7.500e-04, eta: 6:41:28, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9281, loss_cls: 0.9257, loss: 0.9257, grad_norm: 9.8215 2020-10-11 17:05:23,383 - mmaction - INFO - Epoch [37][1520/1793] lr: 7.500e-04, eta: 6:41:08, time: 1.065, data_time: 0.003, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9323, loss_cls: 0.8939, loss: 0.8939, grad_norm: 9.6581 2020-10-11 17:05:44,287 - mmaction - INFO - Epoch [37][1540/1793] lr: 7.500e-04, eta: 6:40:47, time: 1.046, data_time: 0.004, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9115, loss_cls: 1.0397, loss: 1.0397, grad_norm: 10.3902 2020-10-11 17:06:05,386 - mmaction - INFO - Epoch [37][1560/1793] lr: 7.500e-04, eta: 6:40:27, time: 1.055, data_time: 0.003, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9063, loss_cls: 1.0003, loss: 1.0003, grad_norm: 10.2221 2020-10-11 17:06:26,105 - mmaction - INFO - Epoch [37][1580/1793] lr: 7.500e-04, eta: 6:40:07, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9167, loss_cls: 1.0262, loss: 1.0262, grad_norm: 10.6620 2020-10-11 17:06:47,461 - mmaction - INFO - Epoch [37][1600/1793] lr: 7.500e-04, eta: 6:39:47, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9083, loss_cls: 1.0258, loss: 1.0258, grad_norm: 10.7080 2020-10-11 17:07:08,695 - mmaction - INFO - Epoch [37][1620/1793] lr: 7.500e-04, eta: 6:39:27, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9115, loss_cls: 1.0155, loss: 1.0155, grad_norm: 10.3256 2020-10-11 17:07:29,598 - mmaction - INFO - Epoch [37][1640/1793] lr: 7.500e-04, eta: 6:39:06, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9250, loss_cls: 0.9451, loss: 0.9451, grad_norm: 9.8716 2020-10-11 17:07:50,627 - mmaction - INFO - Epoch [37][1660/1793] lr: 7.500e-04, eta: 6:38:46, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.7281, top5_acc: 0.9094, loss_cls: 1.0224, loss: 1.0224, grad_norm: 10.1022 2020-10-11 17:08:11,439 - mmaction - INFO - Epoch [37][1680/1793] lr: 7.500e-04, eta: 6:38:26, time: 1.042, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9240, loss_cls: 0.9537, loss: 0.9537, grad_norm: 10.1027 2020-10-11 17:08:32,116 - mmaction - INFO - Epoch [37][1700/1793] lr: 7.500e-04, eta: 6:38:06, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9260, loss_cls: 0.9801, loss: 0.9801, grad_norm: 10.1581 2020-10-11 17:08:52,831 - mmaction - INFO - Epoch [37][1720/1793] lr: 7.500e-04, eta: 6:37:45, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9083, loss_cls: 1.0162, loss: 1.0162, grad_norm: 10.3690 2020-10-11 17:09:13,403 - mmaction - INFO - Epoch [37][1740/1793] lr: 7.500e-04, eta: 6:37:25, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9323, loss_cls: 0.9248, loss: 0.9248, grad_norm: 10.0351 2020-10-11 17:09:33,778 - mmaction - INFO - Epoch [37][1760/1793] lr: 7.500e-04, eta: 6:37:05, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9125, loss_cls: 0.9787, loss: 0.9787, grad_norm: 9.7651 2020-10-11 17:09:54,206 - mmaction - INFO - Epoch [37][1780/1793] lr: 7.500e-04, eta: 6:36:44, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9073, loss_cls: 1.0382, loss: 1.0382, grad_norm: 10.4049 2020-10-11 17:10:07,549 - mmaction - INFO - Saving checkpoint at 37 epochs 2020-10-11 17:10:39,636 - mmaction - INFO - Epoch [38][20/1793] lr: 7.500e-04, eta: 6:36:09, time: 1.494, data_time: 0.580, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9167, loss_cls: 1.0000, loss: 1.0000, grad_norm: 10.2647 2020-10-11 17:10:59,791 - mmaction - INFO - Epoch [38][40/1793] lr: 7.500e-04, eta: 6:35:49, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9167, loss_cls: 0.9483, loss: 0.9483, grad_norm: 9.6971 2020-10-11 17:11:20,105 - mmaction - INFO - Epoch [38][60/1793] lr: 7.500e-04, eta: 6:35:28, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9250, loss_cls: 0.9525, loss: 0.9525, grad_norm: 10.3531 2020-10-11 17:11:40,412 - mmaction - INFO - Epoch [38][80/1793] lr: 7.500e-04, eta: 6:35:08, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9240, loss_cls: 0.9570, loss: 0.9570, grad_norm: 9.8289 2020-10-11 17:12:00,696 - mmaction - INFO - Epoch [38][100/1793] lr: 7.500e-04, eta: 6:34:47, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9198, loss_cls: 0.9268, loss: 0.9268, grad_norm: 9.7147 2020-10-11 17:12:21,168 - mmaction - INFO - Epoch [38][120/1793] lr: 7.500e-04, eta: 6:34:27, time: 1.020, data_time: 0.004, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9250, loss_cls: 0.9754, loss: 0.9754, grad_norm: 10.4498 2020-10-11 17:12:42,398 - mmaction - INFO - Epoch [38][140/1793] lr: 7.500e-04, eta: 6:34:07, time: 1.065, data_time: 0.007, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9292, loss_cls: 0.9168, loss: 0.9168, grad_norm: 10.1253 2020-10-11 17:13:02,724 - mmaction - INFO - Epoch [38][160/1793] lr: 7.500e-04, eta: 6:33:46, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9344, loss_cls: 0.9232, loss: 0.9232, grad_norm: 10.0954 2020-10-11 17:13:23,794 - mmaction - INFO - Epoch [38][180/1793] lr: 7.500e-04, eta: 6:33:26, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9094, loss_cls: 1.0326, loss: 1.0326, grad_norm: 10.1512 2020-10-11 17:13:44,717 - mmaction - INFO - Epoch [38][200/1793] lr: 7.500e-04, eta: 6:33:06, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.9240, loss: 0.9240, grad_norm: 9.6796 2020-10-11 17:14:05,657 - mmaction - INFO - Epoch [38][220/1793] lr: 7.500e-04, eta: 6:32:46, time: 1.047, data_time: 0.003, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9188, loss_cls: 0.9637, loss: 0.9637, grad_norm: 10.1632 2020-10-11 17:14:26,132 - mmaction - INFO - Epoch [38][240/1793] lr: 7.500e-04, eta: 6:32:25, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.9107, loss: 0.9107, grad_norm: 9.6034 2020-10-11 17:14:46,585 - mmaction - INFO - Epoch [38][260/1793] lr: 7.500e-04, eta: 6:32:05, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9333, loss_cls: 0.9067, loss: 0.9067, grad_norm: 9.9947 2020-10-11 17:15:07,098 - mmaction - INFO - Epoch [38][280/1793] lr: 7.500e-04, eta: 6:31:45, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9104, loss_cls: 0.9913, loss: 0.9913, grad_norm: 10.1850 2020-10-11 17:15:28,085 - mmaction - INFO - Epoch [38][300/1793] lr: 7.500e-04, eta: 6:31:24, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9198, loss_cls: 0.9400, loss: 0.9400, grad_norm: 10.2416 2020-10-11 17:15:48,967 - mmaction - INFO - Epoch [38][320/1793] lr: 7.500e-04, eta: 6:31:04, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9240, loss_cls: 0.9145, loss: 0.9145, grad_norm: 10.4281 2020-10-11 17:16:09,626 - mmaction - INFO - Epoch [38][340/1793] lr: 7.500e-04, eta: 6:30:44, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9188, loss_cls: 0.9549, loss: 0.9549, grad_norm: 10.0030 2020-10-11 17:16:30,953 - mmaction - INFO - Epoch [38][360/1793] lr: 7.500e-04, eta: 6:30:24, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9094, loss_cls: 1.0359, loss: 1.0359, grad_norm: 10.5489 2020-10-11 17:16:50,674 - mmaction - INFO - Epoch [38][380/1793] lr: 7.500e-04, eta: 6:30:03, time: 0.987, data_time: 0.004, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9312, loss_cls: 0.9004, loss: 0.9004, grad_norm: 10.0416 2020-10-11 17:17:11,816 - mmaction - INFO - Epoch [38][400/1793] lr: 7.500e-04, eta: 6:29:43, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9323, loss_cls: 0.9299, loss: 0.9299, grad_norm: 10.3958 2020-10-11 17:17:32,959 - mmaction - INFO - Epoch [38][420/1793] lr: 7.500e-04, eta: 6:29:23, time: 1.058, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9094, loss_cls: 0.9776, loss: 0.9776, grad_norm: 10.4490 2020-10-11 17:17:53,312 - mmaction - INFO - Epoch [38][440/1793] lr: 7.500e-04, eta: 6:29:02, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9135, loss_cls: 0.9986, loss: 0.9986, grad_norm: 10.4942 2020-10-11 17:18:13,765 - mmaction - INFO - Epoch [38][460/1793] lr: 7.500e-04, eta: 6:28:42, time: 1.023, data_time: 0.003, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9292, loss_cls: 0.9473, loss: 0.9473, grad_norm: 10.4985 2020-10-11 17:18:34,807 - mmaction - INFO - Epoch [38][480/1793] lr: 7.500e-04, eta: 6:28:22, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9094, loss_cls: 0.9909, loss: 0.9909, grad_norm: 9.8963 2020-10-11 17:18:55,735 - mmaction - INFO - Epoch [38][500/1793] lr: 7.500e-04, eta: 6:28:01, time: 1.047, data_time: 0.003, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9156, loss_cls: 1.0185, loss: 1.0185, grad_norm: 10.4061 2020-10-11 17:19:16,420 - mmaction - INFO - Epoch [38][520/1793] lr: 7.500e-04, eta: 6:27:41, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9208, loss_cls: 1.0075, loss: 1.0075, grad_norm: 10.5460 2020-10-11 17:19:37,300 - mmaction - INFO - Epoch [38][540/1793] lr: 7.500e-04, eta: 6:27:21, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9323, loss_cls: 0.9429, loss: 0.9429, grad_norm: 10.3607 2020-10-11 17:19:57,772 - mmaction - INFO - Epoch [38][560/1793] lr: 7.500e-04, eta: 6:27:00, time: 1.024, data_time: 0.004, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9167, loss_cls: 0.9239, loss: 0.9239, grad_norm: 9.9975 2020-10-11 17:20:18,575 - mmaction - INFO - Epoch [38][580/1793] lr: 7.500e-04, eta: 6:26:40, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9188, loss_cls: 0.9148, loss: 0.9148, grad_norm: 10.0140 2020-10-11 17:20:39,494 - mmaction - INFO - Epoch [38][600/1793] lr: 7.500e-04, eta: 6:26:20, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9104, loss_cls: 0.9946, loss: 0.9946, grad_norm: 10.2760 2020-10-11 17:21:01,637 - mmaction - INFO - Epoch [38][620/1793] lr: 7.500e-04, eta: 6:26:00, time: 1.106, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9135, loss_cls: 0.9401, loss: 0.9401, grad_norm: 9.7158 2020-10-11 17:21:21,575 - mmaction - INFO - Epoch [38][640/1793] lr: 7.500e-04, eta: 6:25:39, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9229, loss_cls: 0.9254, loss: 0.9254, grad_norm: 10.1931 2020-10-11 17:21:42,027 - mmaction - INFO - Epoch [38][660/1793] lr: 7.500e-04, eta: 6:25:19, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9208, loss_cls: 0.9442, loss: 0.9442, grad_norm: 10.0777 2020-10-11 17:22:02,288 - mmaction - INFO - Epoch [38][680/1793] lr: 7.500e-04, eta: 6:24:59, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9198, loss_cls: 0.9432, loss: 0.9432, grad_norm: 10.4071 2020-10-11 17:22:23,645 - mmaction - INFO - Epoch [38][700/1793] lr: 7.500e-04, eta: 6:24:38, time: 1.068, data_time: 0.004, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9188, loss_cls: 0.9268, loss: 0.9268, grad_norm: 10.4108 2020-10-11 17:22:44,004 - mmaction - INFO - Epoch [38][720/1793] lr: 7.500e-04, eta: 6:24:18, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9115, loss_cls: 0.9675, loss: 0.9675, grad_norm: 10.4599 2020-10-11 17:23:04,617 - mmaction - INFO - Epoch [38][740/1793] lr: 7.500e-04, eta: 6:23:58, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9146, loss_cls: 0.9984, loss: 0.9984, grad_norm: 10.3999 2020-10-11 17:23:25,594 - mmaction - INFO - Epoch [38][760/1793] lr: 7.500e-04, eta: 6:23:37, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9042, loss_cls: 1.0049, loss: 1.0049, grad_norm: 10.3522 2020-10-11 17:23:45,882 - mmaction - INFO - Epoch [38][780/1793] lr: 7.500e-04, eta: 6:23:17, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9167, loss_cls: 0.9457, loss: 0.9457, grad_norm: 9.8320 2020-10-11 17:24:06,601 - mmaction - INFO - Epoch [38][800/1793] lr: 7.500e-04, eta: 6:22:57, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9156, loss_cls: 0.9540, loss: 0.9540, grad_norm: 10.1554 2020-10-11 17:24:27,238 - mmaction - INFO - Epoch [38][820/1793] lr: 7.500e-04, eta: 6:22:36, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9094, loss_cls: 1.0040, loss: 1.0040, grad_norm: 10.2469 2020-10-11 17:24:48,060 - mmaction - INFO - Epoch [38][840/1793] lr: 7.500e-04, eta: 6:22:16, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9302, loss_cls: 0.9437, loss: 0.9437, grad_norm: 10.0384 2020-10-11 17:25:08,521 - mmaction - INFO - Epoch [38][860/1793] lr: 7.500e-04, eta: 6:21:56, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9188, loss_cls: 0.9508, loss: 0.9508, grad_norm: 10.3492 2020-10-11 17:25:29,350 - mmaction - INFO - Epoch [38][880/1793] lr: 7.500e-04, eta: 6:21:35, time: 1.041, data_time: 0.002, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9156, loss_cls: 0.9769, loss: 0.9769, grad_norm: 10.1074 2020-10-11 17:25:50,285 - mmaction - INFO - Epoch [38][900/1793] lr: 7.500e-04, eta: 6:21:15, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9125, loss_cls: 0.9597, loss: 0.9597, grad_norm: 10.1408 2020-10-11 17:26:10,571 - mmaction - INFO - Epoch [38][920/1793] lr: 7.500e-04, eta: 6:20:55, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9250, loss_cls: 0.9215, loss: 0.9215, grad_norm: 9.6750 2020-10-11 17:26:30,750 - mmaction - INFO - Epoch [38][940/1793] lr: 7.500e-04, eta: 6:20:34, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9260, loss_cls: 0.9288, loss: 0.9288, grad_norm: 9.9662 2020-10-11 17:26:51,543 - mmaction - INFO - Epoch [38][960/1793] lr: 7.500e-04, eta: 6:20:14, time: 1.041, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9250, loss_cls: 0.9537, loss: 0.9537, grad_norm: 10.2772 2020-10-11 17:27:12,183 - mmaction - INFO - Epoch [38][980/1793] lr: 7.500e-04, eta: 6:19:54, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9198, loss_cls: 0.9754, loss: 0.9754, grad_norm: 10.2996 2020-10-11 17:27:33,348 - mmaction - INFO - Epoch [38][1000/1793] lr: 7.500e-04, eta: 6:19:33, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.7115, top5_acc: 0.9104, loss_cls: 1.0635, loss: 1.0635, grad_norm: 10.5858 2020-10-11 17:27:54,305 - mmaction - INFO - Epoch [38][1020/1793] lr: 7.500e-04, eta: 6:19:13, time: 1.049, data_time: 0.004, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9135, loss_cls: 0.9652, loss: 0.9652, grad_norm: 10.2221 2020-10-11 17:28:15,128 - mmaction - INFO - Epoch [38][1040/1793] lr: 7.500e-04, eta: 6:18:53, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9135, loss_cls: 0.9789, loss: 0.9789, grad_norm: 10.0561 2020-10-11 17:28:35,688 - mmaction - INFO - Epoch [38][1060/1793] lr: 7.500e-04, eta: 6:18:33, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9104, loss_cls: 1.0171, loss: 1.0171, grad_norm: 10.5174 2020-10-11 17:28:56,176 - mmaction - INFO - Epoch [38][1080/1793] lr: 7.500e-04, eta: 6:18:12, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7177, top5_acc: 0.9115, loss_cls: 1.0448, loss: 1.0448, grad_norm: 10.5940 2020-10-11 17:29:17,101 - mmaction - INFO - Epoch [38][1100/1793] lr: 7.500e-04, eta: 6:17:52, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9198, loss_cls: 0.9364, loss: 0.9364, grad_norm: 10.0203 2020-10-11 17:29:38,183 - mmaction - INFO - Epoch [38][1120/1793] lr: 7.500e-04, eta: 6:17:32, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9229, loss_cls: 0.9438, loss: 0.9438, grad_norm: 10.1755 2020-10-11 17:29:58,621 - mmaction - INFO - Epoch [38][1140/1793] lr: 7.500e-04, eta: 6:17:11, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9338, loss: 0.9338, grad_norm: 10.2283 2020-10-11 17:30:19,147 - mmaction - INFO - Epoch [38][1160/1793] lr: 7.500e-04, eta: 6:16:51, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9751, loss: 0.9751, grad_norm: 10.4144 2020-10-11 17:30:40,125 - mmaction - INFO - Epoch [38][1180/1793] lr: 7.500e-04, eta: 6:16:31, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9063, loss_cls: 0.9802, loss: 0.9802, grad_norm: 10.4964 2020-10-11 17:31:00,724 - mmaction - INFO - Epoch [38][1200/1793] lr: 7.500e-04, eta: 6:16:10, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9073, loss_cls: 1.0077, loss: 1.0077, grad_norm: 10.3811 2020-10-11 17:31:21,295 - mmaction - INFO - Epoch [38][1220/1793] lr: 7.500e-04, eta: 6:15:50, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9104, loss_cls: 0.9896, loss: 0.9896, grad_norm: 10.2228 2020-10-11 17:31:42,543 - mmaction - INFO - Epoch [38][1240/1793] lr: 7.500e-04, eta: 6:15:30, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9229, loss_cls: 0.9826, loss: 0.9826, grad_norm: 10.4833 2020-10-11 17:32:02,771 - mmaction - INFO - Epoch [38][1260/1793] lr: 7.500e-04, eta: 6:15:09, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9167, loss_cls: 0.9747, loss: 0.9747, grad_norm: 10.2453 2020-10-11 17:32:24,085 - mmaction - INFO - Epoch [38][1280/1793] lr: 7.500e-04, eta: 6:14:49, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9156, loss_cls: 1.0502, loss: 1.0502, grad_norm: 10.9564 2020-10-11 17:32:45,382 - mmaction - INFO - Epoch [38][1300/1793] lr: 7.500e-04, eta: 6:14:29, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.8733, loss: 0.8733, grad_norm: 9.5248 2020-10-11 17:33:06,737 - mmaction - INFO - Epoch [38][1320/1793] lr: 7.500e-04, eta: 6:14:09, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9250, loss_cls: 0.9553, loss: 0.9553, grad_norm: 10.6835 2020-10-11 17:33:27,187 - mmaction - INFO - Epoch [38][1340/1793] lr: 7.500e-04, eta: 6:13:48, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9146, loss_cls: 0.9676, loss: 0.9676, grad_norm: 10.7138 2020-10-11 17:33:47,717 - mmaction - INFO - Epoch [38][1360/1793] lr: 7.500e-04, eta: 6:13:28, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9198, loss_cls: 0.9330, loss: 0.9330, grad_norm: 10.0296 2020-10-11 17:34:08,587 - mmaction - INFO - Epoch [38][1380/1793] lr: 7.500e-04, eta: 6:13:08, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9250, loss_cls: 0.9895, loss: 0.9895, grad_norm: 10.4792 2020-10-11 17:34:29,092 - mmaction - INFO - Epoch [38][1400/1793] lr: 7.500e-04, eta: 6:12:47, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9187, loss_cls: 0.9795, loss: 0.9795, grad_norm: 10.4547 2020-10-11 17:34:49,828 - mmaction - INFO - Epoch [38][1420/1793] lr: 7.500e-04, eta: 6:12:27, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9312, loss_cls: 0.8709, loss: 0.8709, grad_norm: 9.7922 2020-10-11 17:35:10,618 - mmaction - INFO - Epoch [38][1440/1793] lr: 7.500e-04, eta: 6:12:07, time: 1.043, data_time: 0.007, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9125, loss_cls: 1.0233, loss: 1.0233, grad_norm: 10.8353 2020-10-11 17:35:31,509 - mmaction - INFO - Epoch [38][1460/1793] lr: 7.500e-04, eta: 6:11:47, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9313, loss_cls: 0.9066, loss: 0.9066, grad_norm: 10.1583 2020-10-11 17:35:52,582 - mmaction - INFO - Epoch [38][1480/1793] lr: 7.500e-04, eta: 6:11:26, time: 1.054, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9052, loss_cls: 1.0074, loss: 1.0074, grad_norm: 10.6180 2020-10-11 17:36:13,730 - mmaction - INFO - Epoch [38][1500/1793] lr: 7.500e-04, eta: 6:11:06, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9063, loss_cls: 1.0220, loss: 1.0220, grad_norm: 10.8748 2020-10-11 17:36:34,120 - mmaction - INFO - Epoch [38][1520/1793] lr: 7.500e-04, eta: 6:10:46, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9073, loss_cls: 0.9879, loss: 0.9879, grad_norm: 10.6801 2020-10-11 17:36:55,151 - mmaction - INFO - Epoch [38][1540/1793] lr: 7.500e-04, eta: 6:10:26, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9135, loss_cls: 0.9346, loss: 0.9346, grad_norm: 10.5028 2020-10-11 17:37:16,089 - mmaction - INFO - Epoch [38][1560/1793] lr: 7.500e-04, eta: 6:10:05, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9344, loss_cls: 0.9018, loss: 0.9018, grad_norm: 10.1514 2020-10-11 17:37:36,595 - mmaction - INFO - Epoch [38][1580/1793] lr: 7.500e-04, eta: 6:09:45, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9188, loss_cls: 0.9987, loss: 0.9987, grad_norm: 10.3020 2020-10-11 17:37:57,410 - mmaction - INFO - Epoch [38][1600/1793] lr: 7.500e-04, eta: 6:09:25, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9135, loss_cls: 1.0597, loss: 1.0597, grad_norm: 10.6978 2020-10-11 17:38:18,752 - mmaction - INFO - Epoch [38][1620/1793] lr: 7.500e-04, eta: 6:09:04, time: 1.066, data_time: 0.006, memory: 10390, top1_acc: 0.7219, top5_acc: 0.9010, loss_cls: 1.0804, loss: 1.0804, grad_norm: 11.0569 2020-10-11 17:38:39,111 - mmaction - INFO - Epoch [38][1640/1793] lr: 7.500e-04, eta: 6:08:44, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9271, loss_cls: 0.9297, loss: 0.9297, grad_norm: 10.5039 2020-10-11 17:38:59,831 - mmaction - INFO - Epoch [38][1660/1793] lr: 7.500e-04, eta: 6:08:24, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9156, loss_cls: 1.0043, loss: 1.0043, grad_norm: 10.6987 2020-10-11 17:39:20,831 - mmaction - INFO - Epoch [38][1680/1793] lr: 7.500e-04, eta: 6:08:03, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9167, loss_cls: 0.9612, loss: 0.9612, grad_norm: 10.4044 2020-10-11 17:39:41,702 - mmaction - INFO - Epoch [38][1700/1793] lr: 7.500e-04, eta: 6:07:43, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9229, loss_cls: 0.9340, loss: 0.9340, grad_norm: 10.0178 2020-10-11 17:40:02,860 - mmaction - INFO - Epoch [38][1720/1793] lr: 7.500e-04, eta: 6:07:23, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9292, loss_cls: 0.9372, loss: 0.9372, grad_norm: 9.9808 2020-10-11 17:40:23,675 - mmaction - INFO - Epoch [38][1740/1793] lr: 7.500e-04, eta: 6:07:03, time: 1.042, data_time: 0.003, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9073, loss_cls: 1.0059, loss: 1.0059, grad_norm: 10.9995 2020-10-11 17:40:44,811 - mmaction - INFO - Epoch [38][1760/1793] lr: 7.500e-04, eta: 6:06:42, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9208, loss_cls: 0.9181, loss: 0.9181, grad_norm: 10.6631 2020-10-11 17:41:05,672 - mmaction - INFO - Epoch [38][1780/1793] lr: 7.500e-04, eta: 6:06:22, time: 1.044, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9561, loss: 0.9561, grad_norm: 10.7211 2020-10-11 17:41:18,809 - mmaction - INFO - Saving checkpoint at 38 epochs 2020-10-11 17:41:47,244 - mmaction - INFO - Epoch [39][20/1793] lr: 7.500e-04, eta: 6:05:46, time: 1.342, data_time: 0.442, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9240, loss_cls: 0.9283, loss: 0.9283, grad_norm: 10.0731 2020-10-11 17:42:07,403 - mmaction - INFO - Epoch [39][40/1793] lr: 7.500e-04, eta: 6:05:26, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9323, loss_cls: 0.8770, loss: 0.8770, grad_norm: 9.9234 2020-10-11 17:42:28,494 - mmaction - INFO - Epoch [39][60/1793] lr: 7.500e-04, eta: 6:05:06, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9554, loss: 0.9554, grad_norm: 10.2324 2020-10-11 17:42:49,464 - mmaction - INFO - Epoch [39][80/1793] lr: 7.500e-04, eta: 6:04:45, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9153, loss: 0.9153, grad_norm: 9.8953 2020-10-11 17:43:11,345 - mmaction - INFO - Epoch [39][100/1793] lr: 7.500e-04, eta: 6:04:25, time: 1.092, data_time: 0.005, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9104, loss_cls: 0.9670, loss: 0.9670, grad_norm: 10.1781 2020-10-11 17:43:32,441 - mmaction - INFO - Epoch [39][120/1793] lr: 7.500e-04, eta: 6:04:05, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9281, loss_cls: 0.9476, loss: 0.9476, grad_norm: 10.4575 2020-10-11 17:43:53,917 - mmaction - INFO - Epoch [39][140/1793] lr: 7.500e-04, eta: 6:03:45, time: 1.075, data_time: 0.003, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9302, loss_cls: 0.9064, loss: 0.9064, grad_norm: 10.1010 2020-10-11 17:44:14,600 - mmaction - INFO - Epoch [39][160/1793] lr: 7.500e-04, eta: 6:03:25, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9073, loss_cls: 0.9752, loss: 0.9752, grad_norm: 10.1306 2020-10-11 17:44:36,036 - mmaction - INFO - Epoch [39][180/1793] lr: 7.500e-04, eta: 6:03:05, time: 1.072, data_time: 0.003, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9164, loss: 0.9164, grad_norm: 10.1759 2020-10-11 17:44:57,175 - mmaction - INFO - Epoch [39][200/1793] lr: 7.500e-04, eta: 6:02:45, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9229, loss_cls: 0.9429, loss: 0.9429, grad_norm: 10.4432 2020-10-11 17:45:18,381 - mmaction - INFO - Epoch [39][220/1793] lr: 7.500e-04, eta: 6:02:24, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8714, loss: 0.8714, grad_norm: 10.1183 2020-10-11 17:45:39,756 - mmaction - INFO - Epoch [39][240/1793] lr: 7.500e-04, eta: 6:02:04, time: 1.071, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9083, loss_cls: 0.9668, loss: 0.9668, grad_norm: 10.5610 2020-10-11 17:46:00,371 - mmaction - INFO - Epoch [39][260/1793] lr: 7.500e-04, eta: 6:01:44, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7063, top5_acc: 0.9198, loss_cls: 1.0320, loss: 1.0320, grad_norm: 11.1091 2020-10-11 17:46:21,184 - mmaction - INFO - Epoch [39][280/1793] lr: 7.500e-04, eta: 6:01:24, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9281, loss_cls: 0.9006, loss: 0.9006, grad_norm: 10.1159 2020-10-11 17:46:42,581 - mmaction - INFO - Epoch [39][300/1793] lr: 7.500e-04, eta: 6:01:03, time: 1.071, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9313, loss_cls: 0.8630, loss: 0.8630, grad_norm: 10.1790 2020-10-11 17:47:03,378 - mmaction - INFO - Epoch [39][320/1793] lr: 7.500e-04, eta: 6:00:43, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.7052, top5_acc: 0.9000, loss_cls: 1.0570, loss: 1.0570, grad_norm: 11.1026 2020-10-11 17:47:24,317 - mmaction - INFO - Epoch [39][340/1793] lr: 7.500e-04, eta: 6:00:23, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9240, loss_cls: 0.9609, loss: 0.9609, grad_norm: 10.2465 2020-10-11 17:47:45,264 - mmaction - INFO - Epoch [39][360/1793] lr: 7.500e-04, eta: 6:00:03, time: 1.048, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9323, loss_cls: 0.9206, loss: 0.9206, grad_norm: 10.6258 2020-10-11 17:48:06,405 - mmaction - INFO - Epoch [39][380/1793] lr: 7.500e-04, eta: 5:59:42, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9240, loss_cls: 0.9851, loss: 0.9851, grad_norm: 10.4882 2020-10-11 17:48:27,638 - mmaction - INFO - Epoch [39][400/1793] lr: 7.500e-04, eta: 5:59:22, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9125, loss_cls: 0.9758, loss: 0.9758, grad_norm: 10.6090 2020-10-11 17:48:48,098 - mmaction - INFO - Epoch [39][420/1793] lr: 7.500e-04, eta: 5:59:02, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9302, loss_cls: 0.8768, loss: 0.8768, grad_norm: 9.8033 2020-10-11 17:49:09,219 - mmaction - INFO - Epoch [39][440/1793] lr: 7.500e-04, eta: 5:58:42, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9354, loss_cls: 0.8563, loss: 0.8563, grad_norm: 9.6799 2020-10-11 17:49:30,536 - mmaction - INFO - Epoch [39][460/1793] lr: 7.500e-04, eta: 5:58:21, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9191, loss: 0.9191, grad_norm: 10.2846 2020-10-11 17:49:51,495 - mmaction - INFO - Epoch [39][480/1793] lr: 7.500e-04, eta: 5:58:01, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.7344, top5_acc: 0.9010, loss_cls: 1.0697, loss: 1.0697, grad_norm: 11.0513 2020-10-11 17:50:12,443 - mmaction - INFO - Epoch [39][500/1793] lr: 7.500e-04, eta: 5:57:41, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9083, loss_cls: 0.9971, loss: 0.9971, grad_norm: 10.5901 2020-10-11 17:50:33,404 - mmaction - INFO - Epoch [39][520/1793] lr: 7.500e-04, eta: 5:57:21, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9380, loss: 0.9380, grad_norm: 10.1019 2020-10-11 17:50:54,451 - mmaction - INFO - Epoch [39][540/1793] lr: 7.500e-04, eta: 5:57:00, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9260, loss_cls: 0.9473, loss: 0.9473, grad_norm: 10.5420 2020-10-11 17:51:15,438 - mmaction - INFO - Epoch [39][560/1793] lr: 7.500e-04, eta: 5:56:40, time: 1.049, data_time: 0.007, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9260, loss_cls: 0.9643, loss: 0.9643, grad_norm: 10.5018 2020-10-11 17:51:36,047 - mmaction - INFO - Epoch [39][580/1793] lr: 7.500e-04, eta: 5:56:20, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9229, loss_cls: 0.9521, loss: 0.9521, grad_norm: 10.5421 2020-10-11 17:51:57,122 - mmaction - INFO - Epoch [39][600/1793] lr: 7.500e-04, eta: 5:56:00, time: 1.054, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9333, loss_cls: 0.8639, loss: 0.8639, grad_norm: 9.8685 2020-10-11 17:52:18,116 - mmaction - INFO - Epoch [39][620/1793] lr: 7.500e-04, eta: 5:55:39, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8849, loss: 0.8849, grad_norm: 10.1556 2020-10-11 17:52:38,946 - mmaction - INFO - Epoch [39][640/1793] lr: 7.500e-04, eta: 5:55:19, time: 1.044, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9400, loss: 0.9400, grad_norm: 10.5547 2020-10-11 17:53:00,054 - mmaction - INFO - Epoch [39][660/1793] lr: 7.500e-04, eta: 5:54:59, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9313, loss_cls: 0.9074, loss: 0.9074, grad_norm: 10.2181 2020-10-11 17:53:20,474 - mmaction - INFO - Epoch [39][680/1793] lr: 7.500e-04, eta: 5:54:38, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9229, loss_cls: 0.9187, loss: 0.9187, grad_norm: 10.5441 2020-10-11 17:53:42,097 - mmaction - INFO - Epoch [39][700/1793] lr: 7.500e-04, eta: 5:54:18, time: 1.080, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9260, loss_cls: 0.9515, loss: 0.9515, grad_norm: 10.3655 2020-10-11 17:54:03,658 - mmaction - INFO - Epoch [39][720/1793] lr: 7.500e-04, eta: 5:53:58, time: 1.080, data_time: 0.005, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8947, loss: 0.8947, grad_norm: 9.9000 2020-10-11 17:54:24,541 - mmaction - INFO - Epoch [39][740/1793] lr: 7.500e-04, eta: 5:53:38, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9746, loss: 0.9746, grad_norm: 10.4248 2020-10-11 17:54:45,226 - mmaction - INFO - Epoch [39][760/1793] lr: 7.500e-04, eta: 5:53:18, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9208, loss_cls: 0.9810, loss: 0.9810, grad_norm: 10.6906 2020-10-11 17:55:06,513 - mmaction - INFO - Epoch [39][780/1793] lr: 7.500e-04, eta: 5:52:57, time: 1.064, data_time: 0.002, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9156, loss_cls: 0.9423, loss: 0.9423, grad_norm: 10.4202 2020-10-11 17:55:27,955 - mmaction - INFO - Epoch [39][800/1793] lr: 7.500e-04, eta: 5:52:37, time: 1.072, data_time: 0.004, memory: 10390, top1_acc: 0.7240, top5_acc: 0.9187, loss_cls: 1.0021, loss: 1.0021, grad_norm: 10.8106 2020-10-11 17:55:48,744 - mmaction - INFO - Epoch [39][820/1793] lr: 7.500e-04, eta: 5:52:17, time: 1.039, data_time: 0.007, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9292, loss_cls: 0.9033, loss: 0.9033, grad_norm: 9.9057 2020-10-11 17:56:09,853 - mmaction - INFO - Epoch [39][840/1793] lr: 7.500e-04, eta: 5:51:57, time: 1.055, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9198, loss_cls: 0.9388, loss: 0.9388, grad_norm: 10.0816 2020-10-11 17:56:30,786 - mmaction - INFO - Epoch [39][860/1793] lr: 7.500e-04, eta: 5:51:37, time: 1.047, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9187, loss_cls: 0.9560, loss: 0.9560, grad_norm: 10.3193 2020-10-11 17:56:51,926 - mmaction - INFO - Epoch [39][880/1793] lr: 7.500e-04, eta: 5:51:16, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9083, loss_cls: 0.9902, loss: 0.9902, grad_norm: 10.5460 2020-10-11 17:57:12,938 - mmaction - INFO - Epoch [39][900/1793] lr: 7.500e-04, eta: 5:50:56, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9292, loss_cls: 0.9138, loss: 0.9138, grad_norm: 10.4908 2020-10-11 17:57:34,265 - mmaction - INFO - Epoch [39][920/1793] lr: 7.500e-04, eta: 5:50:36, time: 1.070, data_time: 0.007, memory: 10390, top1_acc: 0.7292, top5_acc: 0.9188, loss_cls: 0.9714, loss: 0.9714, grad_norm: 10.5519 2020-10-11 17:57:55,622 - mmaction - INFO - Epoch [39][940/1793] lr: 7.500e-04, eta: 5:50:16, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.7229, top5_acc: 0.9250, loss_cls: 0.9926, loss: 0.9926, grad_norm: 10.8156 2020-10-11 17:58:16,921 - mmaction - INFO - Epoch [39][960/1793] lr: 7.500e-04, eta: 5:49:56, time: 1.065, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9177, loss_cls: 0.9390, loss: 0.9390, grad_norm: 10.3660 2020-10-11 17:58:37,843 - mmaction - INFO - Epoch [39][980/1793] lr: 7.500e-04, eta: 5:49:35, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9292, loss_cls: 0.9389, loss: 0.9389, grad_norm: 10.7576 2020-10-11 17:58:58,629 - mmaction - INFO - Epoch [39][1000/1793] lr: 7.500e-04, eta: 5:49:15, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7135, top5_acc: 0.9021, loss_cls: 1.0369, loss: 1.0369, grad_norm: 10.5857 2020-10-11 17:59:21,014 - mmaction - INFO - Epoch [39][1020/1793] lr: 7.500e-04, eta: 5:48:55, time: 1.118, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9260, loss_cls: 0.9006, loss: 0.9006, grad_norm: 10.2522 2020-10-11 17:59:41,307 - mmaction - INFO - Epoch [39][1040/1793] lr: 7.500e-04, eta: 5:48:35, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9094, loss_cls: 0.9821, loss: 0.9821, grad_norm: 10.9450 2020-10-11 18:00:02,643 - mmaction - INFO - Epoch [39][1060/1793] lr: 7.500e-04, eta: 5:48:14, time: 1.067, data_time: 0.004, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9208, loss_cls: 0.9029, loss: 0.9029, grad_norm: 10.1888 2020-10-11 18:00:23,820 - mmaction - INFO - Epoch [39][1080/1793] lr: 7.500e-04, eta: 5:47:54, time: 1.054, data_time: 0.021, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9031, loss_cls: 1.0057, loss: 1.0057, grad_norm: 11.0716 2020-10-11 18:00:44,751 - mmaction - INFO - Epoch [39][1100/1793] lr: 7.500e-04, eta: 5:47:34, time: 1.052, data_time: 0.012, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9198, loss_cls: 0.9414, loss: 0.9414, grad_norm: 10.3379 2020-10-11 18:01:05,694 - mmaction - INFO - Epoch [39][1120/1793] lr: 7.500e-04, eta: 5:47:14, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9187, loss_cls: 0.9620, loss: 0.9620, grad_norm: 10.5417 2020-10-11 18:01:26,459 - mmaction - INFO - Epoch [39][1140/1793] lr: 7.500e-04, eta: 5:46:53, time: 1.037, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9271, loss_cls: 0.9687, loss: 0.9687, grad_norm: 10.6218 2020-10-11 18:01:48,413 - mmaction - INFO - Epoch [39][1160/1793] lr: 7.500e-04, eta: 5:46:33, time: 1.099, data_time: 0.006, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 0.9771, loss: 0.9771, grad_norm: 10.2494 2020-10-11 18:02:09,241 - mmaction - INFO - Epoch [39][1180/1793] lr: 7.500e-04, eta: 5:46:13, time: 1.042, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9323, loss_cls: 0.8879, loss: 0.8879, grad_norm: 10.2255 2020-10-11 18:02:30,227 - mmaction - INFO - Epoch [39][1200/1793] lr: 7.500e-04, eta: 5:45:53, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9219, loss_cls: 0.9559, loss: 0.9559, grad_norm: 10.4444 2020-10-11 18:02:50,907 - mmaction - INFO - Epoch [39][1220/1793] lr: 7.500e-04, eta: 5:45:32, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9198, loss_cls: 0.9795, loss: 0.9795, grad_norm: 10.7632 2020-10-11 18:03:12,106 - mmaction - INFO - Epoch [39][1240/1793] lr: 7.500e-04, eta: 5:45:12, time: 1.060, data_time: 0.002, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9208, loss_cls: 0.9404, loss: 0.9404, grad_norm: 10.5827 2020-10-11 18:03:33,655 - mmaction - INFO - Epoch [39][1260/1793] lr: 7.500e-04, eta: 5:44:52, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.7250, top5_acc: 0.9229, loss_cls: 0.9822, loss: 0.9822, grad_norm: 10.5485 2020-10-11 18:03:54,207 - mmaction - INFO - Epoch [39][1280/1793] lr: 7.500e-04, eta: 5:44:32, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9135, loss_cls: 0.9461, loss: 0.9461, grad_norm: 10.4611 2020-10-11 18:04:15,428 - mmaction - INFO - Epoch [39][1300/1793] lr: 7.500e-04, eta: 5:44:12, time: 1.060, data_time: 0.005, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.9065, loss: 0.9065, grad_norm: 10.5125 2020-10-11 18:04:36,514 - mmaction - INFO - Epoch [39][1320/1793] lr: 7.500e-04, eta: 5:43:51, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9250, loss_cls: 0.9392, loss: 0.9392, grad_norm: 10.2985 2020-10-11 18:04:58,114 - mmaction - INFO - Epoch [39][1340/1793] lr: 7.500e-04, eta: 5:43:31, time: 1.080, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9146, loss_cls: 0.9411, loss: 0.9411, grad_norm: 9.7965 2020-10-11 18:05:18,906 - mmaction - INFO - Epoch [39][1360/1793] lr: 7.500e-04, eta: 5:43:11, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9146, loss_cls: 0.9894, loss: 0.9894, grad_norm: 11.0538 2020-10-11 18:05:40,485 - mmaction - INFO - Epoch [39][1380/1793] lr: 7.500e-04, eta: 5:42:51, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9146, loss_cls: 1.0004, loss: 1.0004, grad_norm: 11.0998 2020-10-11 18:06:01,680 - mmaction - INFO - Epoch [39][1400/1793] lr: 7.500e-04, eta: 5:42:31, time: 1.059, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9354, loss_cls: 0.8936, loss: 0.8936, grad_norm: 10.5211 2020-10-11 18:06:23,194 - mmaction - INFO - Epoch [39][1420/1793] lr: 7.500e-04, eta: 5:42:10, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.9613, loss: 0.9613, grad_norm: 10.5259 2020-10-11 18:06:44,303 - mmaction - INFO - Epoch [39][1440/1793] lr: 7.500e-04, eta: 5:41:50, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9240, loss_cls: 0.9381, loss: 0.9381, grad_norm: 10.7411 2020-10-11 18:07:05,490 - mmaction - INFO - Epoch [39][1460/1793] lr: 7.500e-04, eta: 5:41:30, time: 1.059, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9156, loss_cls: 0.9209, loss: 0.9209, grad_norm: 10.2601 2020-10-11 18:07:26,643 - mmaction - INFO - Epoch [39][1480/1793] lr: 7.500e-04, eta: 5:41:10, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.9021, loss: 0.9021, grad_norm: 10.3266 2020-10-11 18:07:47,491 - mmaction - INFO - Epoch [39][1500/1793] lr: 7.500e-04, eta: 5:40:49, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.7260, top5_acc: 0.9104, loss_cls: 1.0499, loss: 1.0499, grad_norm: 10.7119 2020-10-11 18:08:08,738 - mmaction - INFO - Epoch [39][1520/1793] lr: 7.500e-04, eta: 5:40:29, time: 1.060, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9396, loss_cls: 0.8287, loss: 0.8287, grad_norm: 9.9203 2020-10-11 18:08:29,733 - mmaction - INFO - Epoch [39][1540/1793] lr: 7.500e-04, eta: 5:40:09, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9530, loss: 0.9530, grad_norm: 10.6861 2020-10-11 18:08:51,268 - mmaction - INFO - Epoch [39][1560/1793] lr: 7.500e-04, eta: 5:39:49, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9253, loss: 0.9253, grad_norm: 10.6690 2020-10-11 18:09:11,934 - mmaction - INFO - Epoch [39][1580/1793] lr: 7.500e-04, eta: 5:39:28, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9333, loss_cls: 0.9079, loss: 0.9079, grad_norm: 10.8739 2020-10-11 18:09:33,542 - mmaction - INFO - Epoch [39][1600/1793] lr: 7.500e-04, eta: 5:39:08, time: 1.080, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9292, loss_cls: 0.9215, loss: 0.9215, grad_norm: 10.4065 2020-10-11 18:09:54,952 - mmaction - INFO - Epoch [39][1620/1793] lr: 7.500e-04, eta: 5:38:48, time: 1.071, data_time: 0.003, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9344, loss_cls: 0.8905, loss: 0.8905, grad_norm: 10.0272 2020-10-11 18:10:16,575 - mmaction - INFO - Epoch [39][1640/1793] lr: 7.500e-04, eta: 5:38:28, time: 1.078, data_time: 0.005, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9115, loss_cls: 0.9594, loss: 0.9594, grad_norm: 10.6575 2020-10-11 18:10:37,412 - mmaction - INFO - Epoch [39][1660/1793] lr: 7.500e-04, eta: 5:38:08, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9281, loss_cls: 0.9720, loss: 0.9720, grad_norm: 10.8414 2020-10-11 18:10:58,405 - mmaction - INFO - Epoch [39][1680/1793] lr: 7.500e-04, eta: 5:37:48, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.7302, top5_acc: 0.9104, loss_cls: 1.0256, loss: 1.0256, grad_norm: 11.1001 2020-10-11 18:11:19,272 - mmaction - INFO - Epoch [39][1700/1793] lr: 7.500e-04, eta: 5:37:27, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9344, loss_cls: 0.9318, loss: 0.9318, grad_norm: 10.6379 2020-10-11 18:11:40,357 - mmaction - INFO - Epoch [39][1720/1793] lr: 7.500e-04, eta: 5:37:07, time: 1.056, data_time: 0.006, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9302, loss_cls: 0.9140, loss: 0.9140, grad_norm: 10.2179 2020-10-11 18:12:01,515 - mmaction - INFO - Epoch [39][1740/1793] lr: 7.500e-04, eta: 5:36:47, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9271, loss_cls: 0.9427, loss: 0.9427, grad_norm: 10.9327 2020-10-11 18:12:22,534 - mmaction - INFO - Epoch [39][1760/1793] lr: 7.500e-04, eta: 5:36:26, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.7333, top5_acc: 0.9167, loss_cls: 1.0018, loss: 1.0018, grad_norm: 11.4742 2020-10-11 18:12:44,078 - mmaction - INFO - Epoch [39][1780/1793] lr: 7.500e-04, eta: 5:36:06, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9156, loss_cls: 0.9606, loss: 0.9606, grad_norm: 10.7375 2020-10-11 18:12:57,389 - mmaction - INFO - Saving checkpoint at 39 epochs 2020-10-11 18:13:30,309 - mmaction - INFO - Epoch [40][20/1793] lr: 7.500e-04, eta: 5:35:32, time: 1.540, data_time: 0.633, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9104, loss_cls: 1.0187, loss: 1.0187, grad_norm: 11.0104 2020-10-11 18:13:50,211 - mmaction - INFO - Epoch [40][40/1793] lr: 7.500e-04, eta: 5:35:11, time: 0.999, data_time: 0.007, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9333, loss_cls: 0.8561, loss: 0.8561, grad_norm: 9.7918 2020-10-11 18:14:11,217 - mmaction - INFO - Epoch [40][60/1793] lr: 7.500e-04, eta: 5:34:51, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9344, loss_cls: 0.8497, loss: 0.8497, grad_norm: 10.1963 2020-10-11 18:14:32,396 - mmaction - INFO - Epoch [40][80/1793] lr: 7.500e-04, eta: 5:34:31, time: 1.059, data_time: 0.003, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.8398, loss: 0.8398, grad_norm: 10.2665 2020-10-11 18:14:53,006 - mmaction - INFO - Epoch [40][100/1793] lr: 7.500e-04, eta: 5:34:10, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9198, loss_cls: 0.9517, loss: 0.9517, grad_norm: 10.4026 2020-10-11 18:15:14,353 - mmaction - INFO - Epoch [40][120/1793] lr: 7.500e-04, eta: 5:33:50, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.7187, top5_acc: 0.9167, loss_cls: 1.0189, loss: 1.0189, grad_norm: 10.8641 2020-10-11 18:15:35,594 - mmaction - INFO - Epoch [40][140/1793] lr: 7.500e-04, eta: 5:33:30, time: 1.061, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9323, loss_cls: 0.8860, loss: 0.8860, grad_norm: 10.3568 2020-10-11 18:15:56,669 - mmaction - INFO - Epoch [40][160/1793] lr: 7.500e-04, eta: 5:33:10, time: 1.053, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9156, loss_cls: 0.9348, loss: 0.9348, grad_norm: 10.4661 2020-10-11 18:16:17,883 - mmaction - INFO - Epoch [40][180/1793] lr: 7.500e-04, eta: 5:32:49, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7417, top5_acc: 0.9260, loss_cls: 0.9357, loss: 0.9357, grad_norm: 10.9362 2020-10-11 18:16:39,345 - mmaction - INFO - Epoch [40][200/1793] lr: 7.500e-04, eta: 5:32:29, time: 1.075, data_time: 0.007, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9208, loss_cls: 0.9501, loss: 0.9501, grad_norm: 10.6403 2020-10-11 18:17:00,228 - mmaction - INFO - Epoch [40][220/1793] lr: 7.500e-04, eta: 5:32:09, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9323, loss_cls: 0.9169, loss: 0.9169, grad_norm: 10.8165 2020-10-11 18:17:21,660 - mmaction - INFO - Epoch [40][240/1793] lr: 7.500e-04, eta: 5:31:49, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9354, loss_cls: 0.8533, loss: 0.8533, grad_norm: 10.3173 2020-10-11 18:17:42,748 - mmaction - INFO - Epoch [40][260/1793] lr: 7.500e-04, eta: 5:31:29, time: 1.058, data_time: 0.007, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9167, loss_cls: 0.9342, loss: 0.9342, grad_norm: 10.4070 2020-10-11 18:18:03,450 - mmaction - INFO - Epoch [40][280/1793] lr: 7.500e-04, eta: 5:31:08, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7438, top5_acc: 0.9198, loss_cls: 0.9640, loss: 0.9640, grad_norm: 10.3466 2020-10-11 18:18:24,411 - mmaction - INFO - Epoch [40][300/1793] lr: 7.500e-04, eta: 5:30:48, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9250, loss_cls: 0.9002, loss: 0.9002, grad_norm: 10.4931 2020-10-11 18:18:45,701 - mmaction - INFO - Epoch [40][320/1793] lr: 7.500e-04, eta: 5:30:28, time: 1.067, data_time: 0.007, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9115, loss_cls: 0.9403, loss: 0.9403, grad_norm: 10.8044 2020-10-11 18:19:07,060 - mmaction - INFO - Epoch [40][340/1793] lr: 7.500e-04, eta: 5:30:08, time: 1.068, data_time: 0.003, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9313, loss_cls: 0.9242, loss: 0.9242, grad_norm: 10.5722 2020-10-11 18:19:28,338 - mmaction - INFO - Epoch [40][360/1793] lr: 7.500e-04, eta: 5:29:47, time: 1.064, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9188, loss_cls: 0.9257, loss: 0.9257, grad_norm: 10.6236 2020-10-11 18:19:49,211 - mmaction - INFO - Epoch [40][380/1793] lr: 7.500e-04, eta: 5:29:27, time: 1.044, data_time: 0.007, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9240, loss_cls: 0.9353, loss: 0.9353, grad_norm: 10.3007 2020-10-11 18:20:10,141 - mmaction - INFO - Epoch [40][400/1793] lr: 7.500e-04, eta: 5:29:07, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9302, loss_cls: 0.8734, loss: 0.8734, grad_norm: 10.4006 2020-10-11 18:20:31,371 - mmaction - INFO - Epoch [40][420/1793] lr: 7.500e-04, eta: 5:28:46, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.7375, top5_acc: 0.9188, loss_cls: 0.9685, loss: 0.9685, grad_norm: 10.9070 2020-10-11 18:20:52,667 - mmaction - INFO - Epoch [40][440/1793] lr: 7.500e-04, eta: 5:28:26, time: 1.065, data_time: 0.003, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9396, loss_cls: 0.8071, loss: 0.8071, grad_norm: 9.9976 2020-10-11 18:21:14,106 - mmaction - INFO - Epoch [40][460/1793] lr: 7.500e-04, eta: 5:28:06, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9167, loss_cls: 0.9478, loss: 0.9478, grad_norm: 10.5385 2020-10-11 18:21:35,177 - mmaction - INFO - Epoch [40][480/1793] lr: 7.500e-04, eta: 5:27:46, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9368, loss: 0.9368, grad_norm: 10.4591 2020-10-11 18:21:55,943 - mmaction - INFO - Epoch [40][500/1793] lr: 7.500e-04, eta: 5:27:26, time: 1.038, data_time: 0.002, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9208, loss_cls: 0.9227, loss: 0.9227, grad_norm: 10.4421 2020-10-11 18:22:17,151 - mmaction - INFO - Epoch [40][520/1793] lr: 7.500e-04, eta: 5:27:05, time: 1.060, data_time: 0.002, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9146, loss_cls: 0.9822, loss: 0.9822, grad_norm: 10.9198 2020-10-11 18:22:38,542 - mmaction - INFO - Epoch [40][540/1793] lr: 7.500e-04, eta: 5:26:45, time: 1.069, data_time: 0.002, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9094, loss_cls: 0.9759, loss: 0.9759, grad_norm: 10.5854 2020-10-11 18:22:59,288 - mmaction - INFO - Epoch [40][560/1793] lr: 7.500e-04, eta: 5:26:25, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9271, loss_cls: 0.9642, loss: 0.9642, grad_norm: 10.6325 2020-10-11 18:23:20,715 - mmaction - INFO - Epoch [40][580/1793] lr: 7.500e-04, eta: 5:26:05, time: 1.071, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9333, loss_cls: 0.8909, loss: 0.8909, grad_norm: 10.5880 2020-10-11 18:23:42,285 - mmaction - INFO - Epoch [40][600/1793] lr: 7.500e-04, eta: 5:25:44, time: 1.077, data_time: 0.005, memory: 10390, top1_acc: 0.7437, top5_acc: 0.9250, loss_cls: 0.9523, loss: 0.9523, grad_norm: 10.6750 2020-10-11 18:24:02,815 - mmaction - INFO - Epoch [40][620/1793] lr: 7.500e-04, eta: 5:25:24, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9167, loss_cls: 0.9607, loss: 0.9607, grad_norm: 10.8363 2020-10-11 18:24:24,023 - mmaction - INFO - Epoch [40][640/1793] lr: 7.500e-04, eta: 5:25:04, time: 1.059, data_time: 0.005, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9167, loss_cls: 0.9857, loss: 0.9857, grad_norm: 11.0142 2020-10-11 18:24:45,608 - mmaction - INFO - Epoch [40][660/1793] lr: 7.500e-04, eta: 5:24:44, time: 1.081, data_time: 0.006, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9208, loss_cls: 0.9672, loss: 0.9672, grad_norm: 10.5130 2020-10-11 18:25:06,736 - mmaction - INFO - Epoch [40][680/1793] lr: 7.500e-04, eta: 5:24:23, time: 1.056, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8672, loss: 0.8672, grad_norm: 9.8869 2020-10-11 18:25:28,110 - mmaction - INFO - Epoch [40][700/1793] lr: 7.500e-04, eta: 5:24:03, time: 1.068, data_time: 0.002, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9240, loss_cls: 0.9364, loss: 0.9364, grad_norm: 10.7028 2020-10-11 18:25:48,828 - mmaction - INFO - Epoch [40][720/1793] lr: 7.500e-04, eta: 5:23:43, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9292, loss_cls: 0.9029, loss: 0.9029, grad_norm: 10.8424 2020-10-11 18:26:10,085 - mmaction - INFO - Epoch [40][740/1793] lr: 7.500e-04, eta: 5:23:23, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.7385, top5_acc: 0.9156, loss_cls: 0.9583, loss: 0.9583, grad_norm: 11.0255 2020-10-11 18:26:31,835 - mmaction - INFO - Epoch [40][760/1793] lr: 7.500e-04, eta: 5:23:03, time: 1.087, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9198, loss_cls: 0.9185, loss: 0.9185, grad_norm: 9.9923 2020-10-11 18:26:53,128 - mmaction - INFO - Epoch [40][780/1793] lr: 7.500e-04, eta: 5:22:42, time: 1.065, data_time: 0.003, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9219, loss_cls: 0.9821, loss: 0.9821, grad_norm: 11.0791 2020-10-11 18:27:13,858 - mmaction - INFO - Epoch [40][800/1793] lr: 7.500e-04, eta: 5:22:22, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9229, loss_cls: 0.9594, loss: 0.9594, grad_norm: 10.6249 2020-10-11 18:27:34,700 - mmaction - INFO - Epoch [40][820/1793] lr: 7.500e-04, eta: 5:22:02, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.7365, top5_acc: 0.9260, loss_cls: 0.9368, loss: 0.9368, grad_norm: 10.6901 2020-10-11 18:27:56,202 - mmaction - INFO - Epoch [40][840/1793] lr: 7.500e-04, eta: 5:21:41, time: 1.075, data_time: 0.002, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9240, loss_cls: 0.9586, loss: 0.9586, grad_norm: 10.8473 2020-10-11 18:28:17,606 - mmaction - INFO - Epoch [40][860/1793] lr: 7.500e-04, eta: 5:21:21, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.7125, top5_acc: 0.9083, loss_cls: 1.0369, loss: 1.0369, grad_norm: 11.2701 2020-10-11 18:28:38,643 - mmaction - INFO - Epoch [40][880/1793] lr: 7.500e-04, eta: 5:21:01, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9219, loss_cls: 0.9402, loss: 0.9402, grad_norm: 11.0436 2020-10-11 18:28:59,672 - mmaction - INFO - Epoch [40][900/1793] lr: 7.500e-04, eta: 5:20:41, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9135, loss_cls: 0.9678, loss: 0.9678, grad_norm: 11.0747 2020-10-11 18:29:20,943 - mmaction - INFO - Epoch [40][920/1793] lr: 7.500e-04, eta: 5:20:20, time: 1.061, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9281, loss_cls: 0.9429, loss: 0.9429, grad_norm: 10.7515 2020-10-11 18:29:42,434 - mmaction - INFO - Epoch [40][940/1793] lr: 7.500e-04, eta: 5:20:00, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.7354, top5_acc: 0.9188, loss_cls: 0.9599, loss: 0.9599, grad_norm: 11.0770 2020-10-11 18:30:03,595 - mmaction - INFO - Epoch [40][960/1793] lr: 7.500e-04, eta: 5:19:40, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9167, loss_cls: 0.9583, loss: 0.9583, grad_norm: 11.1032 2020-10-11 18:30:24,727 - mmaction - INFO - Epoch [40][980/1793] lr: 7.500e-04, eta: 5:19:20, time: 1.056, data_time: 0.002, memory: 10390, top1_acc: 0.7510, top5_acc: 0.9167, loss_cls: 0.9589, loss: 0.9589, grad_norm: 10.9075 2020-10-11 18:30:46,128 - mmaction - INFO - Epoch [40][1000/1793] lr: 7.500e-04, eta: 5:19:00, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9198, loss_cls: 0.9593, loss: 0.9593, grad_norm: 10.6980 2020-10-11 18:31:07,186 - mmaction - INFO - Epoch [40][1020/1793] lr: 7.500e-04, eta: 5:18:39, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9260, loss_cls: 0.9015, loss: 0.9015, grad_norm: 10.2817 2020-10-11 18:31:28,345 - mmaction - INFO - Epoch [40][1040/1793] lr: 7.500e-04, eta: 5:18:19, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7406, top5_acc: 0.9250, loss_cls: 0.9758, loss: 0.9758, grad_norm: 10.7989 2020-10-11 18:31:49,703 - mmaction - INFO - Epoch [40][1060/1793] lr: 7.500e-04, eta: 5:17:59, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9219, loss_cls: 0.9735, loss: 0.9735, grad_norm: 11.2157 2020-10-11 18:32:10,725 - mmaction - INFO - Epoch [40][1080/1793] lr: 7.500e-04, eta: 5:17:39, time: 1.051, data_time: 0.007, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9452, loss: 0.9452, grad_norm: 10.1779 2020-10-11 18:32:31,700 - mmaction - INFO - Epoch [40][1100/1793] lr: 7.500e-04, eta: 5:17:18, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9198, loss_cls: 0.9243, loss: 0.9243, grad_norm: 10.2966 2020-10-11 18:32:52,783 - mmaction - INFO - Epoch [40][1120/1793] lr: 7.500e-04, eta: 5:16:58, time: 1.055, data_time: 0.003, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9281, loss_cls: 0.9256, loss: 0.9256, grad_norm: 10.6992 2020-10-11 18:33:13,741 - mmaction - INFO - Epoch [40][1140/1793] lr: 7.500e-04, eta: 5:16:38, time: 1.048, data_time: 0.003, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9010, loss_cls: 0.9922, loss: 0.9922, grad_norm: 10.7710 2020-10-11 18:33:35,074 - mmaction - INFO - Epoch [40][1160/1793] lr: 7.500e-04, eta: 5:16:17, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.7458, top5_acc: 0.9333, loss_cls: 0.9343, loss: 0.9343, grad_norm: 11.2028 2020-10-11 18:33:56,699 - mmaction - INFO - Epoch [40][1180/1793] lr: 7.500e-04, eta: 5:15:57, time: 1.081, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9240, loss_cls: 0.8868, loss: 0.8868, grad_norm: 10.7186 2020-10-11 18:34:18,119 - mmaction - INFO - Epoch [40][1200/1793] lr: 7.500e-04, eta: 5:15:37, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9240, loss_cls: 0.9460, loss: 0.9460, grad_norm: 10.5975 2020-10-11 18:34:38,976 - mmaction - INFO - Epoch [40][1220/1793] lr: 7.500e-04, eta: 5:15:17, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9187, loss_cls: 0.8888, loss: 0.8888, grad_norm: 10.5783 2020-10-11 18:34:59,959 - mmaction - INFO - Epoch [40][1240/1793] lr: 7.500e-04, eta: 5:14:56, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9146, loss_cls: 0.9630, loss: 0.9630, grad_norm: 10.6088 2020-10-11 18:35:21,067 - mmaction - INFO - Epoch [40][1260/1793] lr: 7.500e-04, eta: 5:14:36, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9177, loss_cls: 0.9128, loss: 0.9128, grad_norm: 10.7861 2020-10-11 18:35:42,303 - mmaction - INFO - Epoch [40][1280/1793] lr: 7.500e-04, eta: 5:14:16, time: 1.064, data_time: 0.006, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9198, loss_cls: 0.9603, loss: 0.9603, grad_norm: 11.2322 2020-10-11 18:36:03,561 - mmaction - INFO - Epoch [40][1300/1793] lr: 7.500e-04, eta: 5:13:56, time: 1.063, data_time: 0.002, memory: 10390, top1_acc: 0.7448, top5_acc: 0.9146, loss_cls: 0.9624, loss: 0.9624, grad_norm: 10.8532 2020-10-11 18:36:24,261 - mmaction - INFO - Epoch [40][1320/1793] lr: 7.500e-04, eta: 5:13:35, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9188, loss_cls: 0.9234, loss: 0.9234, grad_norm: 10.3724 2020-10-11 18:36:45,723 - mmaction - INFO - Epoch [40][1340/1793] lr: 7.500e-04, eta: 5:13:15, time: 1.075, data_time: 0.006, memory: 10390, top1_acc: 0.7312, top5_acc: 0.9260, loss_cls: 0.9856, loss: 0.9856, grad_norm: 11.0070 2020-10-11 18:37:06,436 - mmaction - INFO - Epoch [40][1360/1793] lr: 7.500e-04, eta: 5:12:55, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.7313, top5_acc: 0.9094, loss_cls: 1.0287, loss: 1.0287, grad_norm: 10.9567 2020-10-11 18:37:27,218 - mmaction - INFO - Epoch [40][1380/1793] lr: 7.500e-04, eta: 5:12:34, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9240, loss_cls: 0.9531, loss: 0.9531, grad_norm: 10.8276 2020-10-11 18:37:48,004 - mmaction - INFO - Epoch [40][1400/1793] lr: 7.500e-04, eta: 5:12:14, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9198, loss_cls: 0.8948, loss: 0.8948, grad_norm: 10.2067 2020-10-11 18:38:09,077 - mmaction - INFO - Epoch [40][1420/1793] lr: 7.500e-04, eta: 5:11:54, time: 1.050, data_time: 0.004, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9198, loss_cls: 0.9545, loss: 0.9545, grad_norm: 11.0004 2020-10-11 18:38:29,710 - mmaction - INFO - Epoch [40][1440/1793] lr: 7.500e-04, eta: 5:11:33, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9260, loss_cls: 0.9326, loss: 0.9326, grad_norm: 10.6252 2020-10-11 18:38:51,110 - mmaction - INFO - Epoch [40][1460/1793] lr: 7.500e-04, eta: 5:11:13, time: 1.066, data_time: 0.005, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9156, loss_cls: 0.9292, loss: 0.9292, grad_norm: 10.5719 2020-10-11 18:39:11,728 - mmaction - INFO - Epoch [40][1480/1793] lr: 7.500e-04, eta: 5:10:53, time: 1.035, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9271, loss_cls: 0.8826, loss: 0.8826, grad_norm: 10.7392 2020-10-11 18:39:32,385 - mmaction - INFO - Epoch [40][1500/1793] lr: 7.500e-04, eta: 5:10:32, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7479, top5_acc: 0.9333, loss_cls: 0.9328, loss: 0.9328, grad_norm: 11.0553 2020-10-11 18:39:53,387 - mmaction - INFO - Epoch [40][1520/1793] lr: 7.500e-04, eta: 5:10:12, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9281, loss_cls: 0.9079, loss: 0.9079, grad_norm: 10.7919 2020-10-11 18:40:13,839 - mmaction - INFO - Epoch [40][1540/1793] lr: 7.500e-04, eta: 5:09:52, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7396, top5_acc: 0.9135, loss_cls: 0.9981, loss: 0.9981, grad_norm: 11.2668 2020-10-11 18:40:34,847 - mmaction - INFO - Epoch [40][1560/1793] lr: 7.500e-04, eta: 5:09:31, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9448, loss_cls: 0.8389, loss: 0.8389, grad_norm: 10.2568 2020-10-11 18:40:56,199 - mmaction - INFO - Epoch [40][1580/1793] lr: 7.500e-04, eta: 5:09:11, time: 1.067, data_time: 0.003, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9333, loss_cls: 0.8746, loss: 0.8746, grad_norm: 10.6948 2020-10-11 18:41:16,798 - mmaction - INFO - Epoch [40][1600/1793] lr: 7.500e-04, eta: 5:08:51, time: 1.031, data_time: 0.003, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9302, loss_cls: 0.9152, loss: 0.9152, grad_norm: 10.7325 2020-10-11 18:41:37,724 - mmaction - INFO - Epoch [40][1620/1793] lr: 7.500e-04, eta: 5:08:30, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9177, loss_cls: 0.9647, loss: 0.9647, grad_norm: 10.8522 2020-10-11 18:41:58,514 - mmaction - INFO - Epoch [40][1640/1793] lr: 7.500e-04, eta: 5:08:10, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9219, loss_cls: 0.9402, loss: 0.9402, grad_norm: 11.0138 2020-10-11 18:42:19,274 - mmaction - INFO - Epoch [40][1660/1793] lr: 7.500e-04, eta: 5:07:50, time: 1.036, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9167, loss_cls: 0.9334, loss: 0.9334, grad_norm: 10.9514 2020-10-11 18:42:40,136 - mmaction - INFO - Epoch [40][1680/1793] lr: 7.500e-04, eta: 5:07:29, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7271, top5_acc: 0.9229, loss_cls: 0.9552, loss: 0.9552, grad_norm: 11.0048 2020-10-11 18:43:00,711 - mmaction - INFO - Epoch [40][1700/1793] lr: 7.500e-04, eta: 5:07:09, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7427, top5_acc: 0.9115, loss_cls: 0.9502, loss: 0.9502, grad_norm: 11.3019 2020-10-11 18:43:22,005 - mmaction - INFO - Epoch [40][1720/1793] lr: 7.500e-04, eta: 5:06:49, time: 1.067, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9260, loss_cls: 0.9316, loss: 0.9316, grad_norm: 10.1510 2020-10-11 18:43:43,010 - mmaction - INFO - Epoch [40][1740/1793] lr: 7.500e-04, eta: 5:06:28, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.7323, top5_acc: 0.9219, loss_cls: 0.9483, loss: 0.9483, grad_norm: 10.5684 2020-10-11 18:44:03,939 - mmaction - INFO - Epoch [40][1760/1793] lr: 7.500e-04, eta: 5:06:08, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9396, loss_cls: 0.8744, loss: 0.8744, grad_norm: 10.9807 2020-10-11 18:44:24,924 - mmaction - INFO - Epoch [40][1780/1793] lr: 7.500e-04, eta: 5:05:48, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9333, loss_cls: 0.8855, loss: 0.8855, grad_norm: 10.5813 2020-10-11 18:44:37,753 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-11 18:45:06,465 - mmaction - INFO - Epoch [41][20/1793] lr: 7.500e-05, eta: 5:05:12, time: 1.349, data_time: 0.435, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9146, loss_cls: 0.9327, loss: 0.9327, grad_norm: 11.1284 2020-10-11 18:45:26,393 - mmaction - INFO - Epoch [41][40/1793] lr: 7.500e-05, eta: 5:04:52, time: 0.996, data_time: 0.004, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9250, loss_cls: 0.8908, loss: 0.8908, grad_norm: 10.1962 2020-10-11 18:45:47,463 - mmaction - INFO - Epoch [41][60/1793] lr: 7.500e-05, eta: 5:04:31, time: 1.053, data_time: 0.002, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9208, loss_cls: 0.8723, loss: 0.8723, grad_norm: 10.2516 2020-10-11 18:46:08,175 - mmaction - INFO - Epoch [41][80/1793] lr: 7.500e-05, eta: 5:04:11, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9177, loss_cls: 0.8771, loss: 0.8771, grad_norm: 10.1151 2020-10-11 18:46:29,054 - mmaction - INFO - Epoch [41][100/1793] lr: 7.500e-05, eta: 5:03:51, time: 1.045, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9333, loss_cls: 0.8532, loss: 0.8532, grad_norm: 10.6811 2020-10-11 18:46:50,110 - mmaction - INFO - Epoch [41][120/1793] lr: 7.500e-05, eta: 5:03:30, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9260, loss_cls: 0.8697, loss: 0.8697, grad_norm: 10.5324 2020-10-11 18:47:10,823 - mmaction - INFO - Epoch [41][140/1793] lr: 7.500e-05, eta: 5:03:10, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9479, loss_cls: 0.8189, loss: 0.8189, grad_norm: 10.2369 2020-10-11 18:47:31,509 - mmaction - INFO - Epoch [41][160/1793] lr: 7.500e-05, eta: 5:02:49, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9260, loss_cls: 0.8688, loss: 0.8688, grad_norm: 10.1797 2020-10-11 18:47:52,452 - mmaction - INFO - Epoch [41][180/1793] lr: 7.500e-05, eta: 5:02:29, time: 1.047, data_time: 0.004, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9302, loss_cls: 0.9198, loss: 0.9198, grad_norm: 10.8207 2020-10-11 18:48:13,496 - mmaction - INFO - Epoch [41][200/1793] lr: 7.500e-05, eta: 5:02:09, time: 1.052, data_time: 0.007, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9292, loss_cls: 0.8480, loss: 0.8480, grad_norm: 10.4454 2020-10-11 18:48:34,101 - mmaction - INFO - Epoch [41][220/1793] lr: 7.500e-05, eta: 5:01:48, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.8337, loss: 0.8337, grad_norm: 10.2473 2020-10-11 18:48:55,750 - mmaction - INFO - Epoch [41][240/1793] lr: 7.500e-05, eta: 5:01:28, time: 1.083, data_time: 0.002, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9354, loss_cls: 0.8081, loss: 0.8081, grad_norm: 9.7189 2020-10-11 18:49:16,767 - mmaction - INFO - Epoch [41][260/1793] lr: 7.500e-05, eta: 5:01:08, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8737, loss: 0.8737, grad_norm: 10.4353 2020-10-11 18:49:37,442 - mmaction - INFO - Epoch [41][280/1793] lr: 7.500e-05, eta: 5:00:48, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9312, loss_cls: 0.8692, loss: 0.8692, grad_norm: 10.7031 2020-10-11 18:49:57,716 - mmaction - INFO - Epoch [41][300/1793] lr: 7.500e-05, eta: 5:00:27, time: 1.014, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9271, loss_cls: 0.8973, loss: 0.8973, grad_norm: 10.6691 2020-10-11 18:50:18,748 - mmaction - INFO - Epoch [41][320/1793] lr: 7.500e-05, eta: 5:00:07, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9208, loss_cls: 0.9025, loss: 0.9025, grad_norm: 10.5503 2020-10-11 18:50:39,290 - mmaction - INFO - Epoch [41][340/1793] lr: 7.500e-05, eta: 4:59:46, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9406, loss_cls: 0.7881, loss: 0.7881, grad_norm: 9.9258 2020-10-11 18:50:59,981 - mmaction - INFO - Epoch [41][360/1793] lr: 7.500e-05, eta: 4:59:26, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8790, loss: 0.8790, grad_norm: 10.6990 2020-10-11 18:51:20,502 - mmaction - INFO - Epoch [41][380/1793] lr: 7.500e-05, eta: 4:59:05, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9281, loss_cls: 0.9242, loss: 0.9242, grad_norm: 10.8865 2020-10-11 18:51:41,129 - mmaction - INFO - Epoch [41][400/1793] lr: 7.500e-05, eta: 4:58:45, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7563, top5_acc: 0.9135, loss_cls: 0.9621, loss: 0.9621, grad_norm: 10.7007 2020-10-11 18:52:02,013 - mmaction - INFO - Epoch [41][420/1793] lr: 7.500e-05, eta: 4:58:25, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.8839, loss: 0.8839, grad_norm: 10.2571 2020-10-11 18:52:23,159 - mmaction - INFO - Epoch [41][440/1793] lr: 7.500e-05, eta: 4:58:04, time: 1.054, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9365, loss_cls: 0.8937, loss: 0.8937, grad_norm: 10.8081 2020-10-11 18:52:43,675 - mmaction - INFO - Epoch [41][460/1793] lr: 7.500e-05, eta: 4:57:44, time: 1.029, data_time: 0.007, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8522, loss: 0.8522, grad_norm: 9.9062 2020-10-11 18:53:04,094 - mmaction - INFO - Epoch [41][480/1793] lr: 7.500e-05, eta: 4:57:24, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.8360, loss: 0.8360, grad_norm: 10.2330 2020-10-11 18:53:24,658 - mmaction - INFO - Epoch [41][500/1793] lr: 7.500e-05, eta: 4:57:03, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9219, loss_cls: 0.8887, loss: 0.8887, grad_norm: 10.8632 2020-10-11 18:53:45,292 - mmaction - INFO - Epoch [41][520/1793] lr: 7.500e-05, eta: 4:56:43, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9458, loss_cls: 0.7870, loss: 0.7870, grad_norm: 10.0471 2020-10-11 18:54:06,525 - mmaction - INFO - Epoch [41][540/1793] lr: 7.500e-05, eta: 4:56:22, time: 1.062, data_time: 0.003, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9344, loss_cls: 0.8772, loss: 0.8772, grad_norm: 10.2581 2020-10-11 18:54:27,205 - mmaction - INFO - Epoch [41][560/1793] lr: 7.500e-05, eta: 4:56:02, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9281, loss_cls: 0.9047, loss: 0.9047, grad_norm: 10.1365 2020-10-11 18:54:47,362 - mmaction - INFO - Epoch [41][580/1793] lr: 7.500e-05, eta: 4:55:42, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9344, loss_cls: 0.8199, loss: 0.8199, grad_norm: 9.8102 2020-10-11 18:55:07,981 - mmaction - INFO - Epoch [41][600/1793] lr: 7.500e-05, eta: 4:55:21, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9354, loss_cls: 0.8642, loss: 0.8642, grad_norm: 10.4860 2020-10-11 18:55:28,376 - mmaction - INFO - Epoch [41][620/1793] lr: 7.500e-05, eta: 4:55:01, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8585, loss: 0.8585, grad_norm: 10.1881 2020-10-11 18:55:49,817 - mmaction - INFO - Epoch [41][640/1793] lr: 7.500e-05, eta: 4:54:40, time: 1.070, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9333, loss_cls: 0.8967, loss: 0.8967, grad_norm: 10.5246 2020-10-11 18:56:09,719 - mmaction - INFO - Epoch [41][660/1793] lr: 7.500e-05, eta: 4:54:20, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9281, loss_cls: 0.8976, loss: 0.8976, grad_norm: 10.6561 2020-10-11 18:56:30,023 - mmaction - INFO - Epoch [41][680/1793] lr: 7.500e-05, eta: 4:53:59, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9365, loss_cls: 0.8295, loss: 0.8295, grad_norm: 10.2223 2020-10-11 18:56:50,969 - mmaction - INFO - Epoch [41][700/1793] lr: 7.500e-05, eta: 4:53:39, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9260, loss_cls: 0.8370, loss: 0.8370, grad_norm: 10.3559 2020-10-11 18:57:11,272 - mmaction - INFO - Epoch [41][720/1793] lr: 7.500e-05, eta: 4:53:19, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9406, loss_cls: 0.8122, loss: 0.8122, grad_norm: 10.0393 2020-10-11 18:57:31,831 - mmaction - INFO - Epoch [41][740/1793] lr: 7.500e-05, eta: 4:52:58, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9281, loss_cls: 0.8488, loss: 0.8488, grad_norm: 10.0684 2020-10-11 18:57:52,299 - mmaction - INFO - Epoch [41][760/1793] lr: 7.500e-05, eta: 4:52:38, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9396, loss_cls: 0.8614, loss: 0.8614, grad_norm: 10.5817 2020-10-11 18:58:12,907 - mmaction - INFO - Epoch [41][780/1793] lr: 7.500e-05, eta: 4:52:17, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9323, loss_cls: 0.8506, loss: 0.8506, grad_norm: 10.4434 2020-10-11 18:58:33,732 - mmaction - INFO - Epoch [41][800/1793] lr: 7.500e-05, eta: 4:51:57, time: 1.041, data_time: 0.003, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9406, loss_cls: 0.8086, loss: 0.8086, grad_norm: 10.3101 2020-10-11 18:58:54,482 - mmaction - INFO - Epoch [41][820/1793] lr: 7.500e-05, eta: 4:51:36, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9448, loss_cls: 0.7974, loss: 0.7974, grad_norm: 10.0901 2020-10-11 18:59:15,623 - mmaction - INFO - Epoch [41][840/1793] lr: 7.500e-05, eta: 4:51:16, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8122, loss: 0.8122, grad_norm: 10.3155 2020-10-11 18:59:35,913 - mmaction - INFO - Epoch [41][860/1793] lr: 7.500e-05, eta: 4:50:56, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9250, loss_cls: 0.8912, loss: 0.8912, grad_norm: 10.3706 2020-10-11 18:59:56,173 - mmaction - INFO - Epoch [41][880/1793] lr: 7.500e-05, eta: 4:50:35, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9417, loss_cls: 0.8326, loss: 0.8326, grad_norm: 10.2038 2020-10-11 19:00:19,584 - mmaction - INFO - Epoch [41][900/1793] lr: 7.500e-05, eta: 4:50:15, time: 1.150, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9354, loss_cls: 0.8022, loss: 0.8022, grad_norm: 9.7167 2020-10-11 19:00:39,641 - mmaction - INFO - Epoch [41][920/1793] lr: 7.500e-05, eta: 4:49:55, time: 1.024, data_time: 0.040, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9375, loss_cls: 0.8119, loss: 0.8119, grad_norm: 9.8961 2020-10-11 19:01:00,411 - mmaction - INFO - Epoch [41][940/1793] lr: 7.500e-05, eta: 4:49:35, time: 1.039, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9396, loss_cls: 0.8635, loss: 0.8635, grad_norm: 10.5733 2020-10-11 19:01:20,582 - mmaction - INFO - Epoch [41][960/1793] lr: 7.500e-05, eta: 4:49:14, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9385, loss_cls: 0.8259, loss: 0.8259, grad_norm: 10.1996 2020-10-11 19:01:41,216 - mmaction - INFO - Epoch [41][980/1793] lr: 7.500e-05, eta: 4:48:54, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9417, loss_cls: 0.8414, loss: 0.8414, grad_norm: 10.4808 2020-10-11 19:02:01,780 - mmaction - INFO - Epoch [41][1000/1793] lr: 7.500e-05, eta: 4:48:33, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9323, loss_cls: 0.8196, loss: 0.8196, grad_norm: 10.3327 2020-10-11 19:02:22,276 - mmaction - INFO - Epoch [41][1020/1793] lr: 7.500e-05, eta: 4:48:13, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9292, loss_cls: 0.9143, loss: 0.9143, grad_norm: 10.8847 2020-10-11 19:02:42,837 - mmaction - INFO - Epoch [41][1040/1793] lr: 7.500e-05, eta: 4:47:52, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9427, loss_cls: 0.8157, loss: 0.8157, grad_norm: 10.0970 2020-10-11 19:03:03,150 - mmaction - INFO - Epoch [41][1060/1793] lr: 7.500e-05, eta: 4:47:32, time: 1.014, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9292, loss_cls: 0.8617, loss: 0.8617, grad_norm: 10.1397 2020-10-11 19:03:23,660 - mmaction - INFO - Epoch [41][1080/1793] lr: 7.500e-05, eta: 4:47:11, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.8424, loss: 0.8424, grad_norm: 9.9779 2020-10-11 19:03:43,915 - mmaction - INFO - Epoch [41][1100/1793] lr: 7.500e-05, eta: 4:46:51, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9271, loss_cls: 0.9163, loss: 0.9163, grad_norm: 10.6214 2020-10-11 19:04:04,593 - mmaction - INFO - Epoch [41][1120/1793] lr: 7.500e-05, eta: 4:46:30, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.8368, loss: 0.8368, grad_norm: 10.2609 2020-10-11 19:04:25,009 - mmaction - INFO - Epoch [41][1140/1793] lr: 7.500e-05, eta: 4:46:10, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9312, loss_cls: 0.8133, loss: 0.8133, grad_norm: 9.9765 2020-10-11 19:04:45,864 - mmaction - INFO - Epoch [41][1160/1793] lr: 7.500e-05, eta: 4:45:50, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.8925, loss: 0.8925, grad_norm: 10.5946 2020-10-11 19:05:06,217 - mmaction - INFO - Epoch [41][1180/1793] lr: 7.500e-05, eta: 4:45:29, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9135, loss_cls: 0.9081, loss: 0.9081, grad_norm: 10.6481 2020-10-11 19:05:27,092 - mmaction - INFO - Epoch [41][1200/1793] lr: 7.500e-05, eta: 4:45:09, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9250, loss_cls: 0.8201, loss: 0.8201, grad_norm: 9.9202 2020-10-11 19:05:47,741 - mmaction - INFO - Epoch [41][1220/1793] lr: 7.500e-05, eta: 4:44:48, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.7500, top5_acc: 0.9167, loss_cls: 0.9418, loss: 0.9418, grad_norm: 11.0663 2020-10-11 19:06:08,003 - mmaction - INFO - Epoch [41][1240/1793] lr: 7.500e-05, eta: 4:44:28, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9333, loss_cls: 0.8146, loss: 0.8146, grad_norm: 10.3600 2020-10-11 19:06:29,161 - mmaction - INFO - Epoch [41][1260/1793] lr: 7.500e-05, eta: 4:44:08, time: 1.055, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9292, loss_cls: 0.8276, loss: 0.8276, grad_norm: 10.0825 2020-10-11 19:06:49,390 - mmaction - INFO - Epoch [41][1280/1793] lr: 7.500e-05, eta: 4:43:47, time: 1.014, data_time: 0.007, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8491, loss: 0.8491, grad_norm: 10.0741 2020-10-11 19:07:09,773 - mmaction - INFO - Epoch [41][1300/1793] lr: 7.500e-05, eta: 4:43:27, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9333, loss_cls: 0.8475, loss: 0.8475, grad_norm: 11.0976 2020-10-11 19:07:30,566 - mmaction - INFO - Epoch [41][1320/1793] lr: 7.500e-05, eta: 4:43:06, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9271, loss_cls: 0.8759, loss: 0.8759, grad_norm: 10.2851 2020-10-11 19:07:50,632 - mmaction - INFO - Epoch [41][1340/1793] lr: 7.500e-05, eta: 4:42:46, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9417, loss_cls: 0.7858, loss: 0.7858, grad_norm: 9.7564 2020-10-11 19:08:11,644 - mmaction - INFO - Epoch [41][1360/1793] lr: 7.500e-05, eta: 4:42:25, time: 1.052, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9458, loss_cls: 0.7865, loss: 0.7865, grad_norm: 10.0798 2020-10-11 19:08:31,843 - mmaction - INFO - Epoch [41][1380/1793] lr: 7.500e-05, eta: 4:42:05, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.8868, loss: 0.8868, grad_norm: 10.5642 2020-10-11 19:08:52,754 - mmaction - INFO - Epoch [41][1400/1793] lr: 7.500e-05, eta: 4:41:45, time: 1.046, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9229, loss_cls: 0.9091, loss: 0.9091, grad_norm: 11.2154 2020-10-11 19:09:13,037 - mmaction - INFO - Epoch [41][1420/1793] lr: 7.500e-05, eta: 4:41:24, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9385, loss_cls: 0.8326, loss: 0.8326, grad_norm: 10.3808 2020-10-11 19:09:33,903 - mmaction - INFO - Epoch [41][1440/1793] lr: 7.500e-05, eta: 4:41:04, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9458, loss_cls: 0.7737, loss: 0.7737, grad_norm: 10.0721 2020-10-11 19:09:53,882 - mmaction - INFO - Epoch [41][1460/1793] lr: 7.500e-05, eta: 4:40:43, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9188, loss_cls: 0.8715, loss: 0.8715, grad_norm: 10.2543 2020-10-11 19:10:14,584 - mmaction - INFO - Epoch [41][1480/1793] lr: 7.500e-05, eta: 4:40:23, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9469, loss_cls: 0.7738, loss: 0.7738, grad_norm: 9.8701 2020-10-11 19:10:34,981 - mmaction - INFO - Epoch [41][1500/1793] lr: 7.500e-05, eta: 4:40:02, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9375, loss_cls: 0.8275, loss: 0.8275, grad_norm: 10.3024 2020-10-11 19:10:55,495 - mmaction - INFO - Epoch [41][1520/1793] lr: 7.500e-05, eta: 4:39:42, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.7625, top5_acc: 0.9281, loss_cls: 0.8586, loss: 0.8586, grad_norm: 10.3142 2020-10-11 19:11:15,932 - mmaction - INFO - Epoch [41][1540/1793] lr: 7.500e-05, eta: 4:39:21, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8455, loss: 0.8455, grad_norm: 10.2676 2020-10-11 19:11:36,979 - mmaction - INFO - Epoch [41][1560/1793] lr: 7.500e-05, eta: 4:39:01, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9396, loss_cls: 0.8424, loss: 0.8424, grad_norm: 10.4082 2020-10-11 19:11:57,739 - mmaction - INFO - Epoch [41][1580/1793] lr: 7.500e-05, eta: 4:38:41, time: 1.038, data_time: 0.003, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9219, loss_cls: 0.8987, loss: 0.8987, grad_norm: 10.5255 2020-10-11 19:12:18,325 - mmaction - INFO - Epoch [41][1600/1793] lr: 7.500e-05, eta: 4:38:20, time: 1.028, data_time: 0.007, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.8321, loss: 0.8321, grad_norm: 10.2851 2020-10-11 19:12:38,982 - mmaction - INFO - Epoch [41][1620/1793] lr: 7.500e-05, eta: 4:38:00, time: 1.034, data_time: 0.014, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9427, loss_cls: 0.7942, loss: 0.7942, grad_norm: 10.3498 2020-10-11 19:12:59,115 - mmaction - INFO - Epoch [41][1640/1793] lr: 7.500e-05, eta: 4:37:39, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9417, loss_cls: 0.8382, loss: 0.8382, grad_norm: 10.6365 2020-10-11 19:13:19,800 - mmaction - INFO - Epoch [41][1660/1793] lr: 7.500e-05, eta: 4:37:19, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9365, loss_cls: 0.8204, loss: 0.8204, grad_norm: 10.4138 2020-10-11 19:13:40,335 - mmaction - INFO - Epoch [41][1680/1793] lr: 7.500e-05, eta: 4:36:58, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9354, loss_cls: 0.8008, loss: 0.8008, grad_norm: 9.8988 2020-10-11 19:14:00,772 - mmaction - INFO - Epoch [41][1700/1793] lr: 7.500e-05, eta: 4:36:38, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9302, loss_cls: 0.8476, loss: 0.8476, grad_norm: 10.2768 2020-10-11 19:14:21,196 - mmaction - INFO - Epoch [41][1720/1793] lr: 7.500e-05, eta: 4:36:18, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9271, loss_cls: 0.8687, loss: 0.8687, grad_norm: 10.8043 2020-10-11 19:14:41,714 - mmaction - INFO - Epoch [41][1740/1793] lr: 7.500e-05, eta: 4:35:57, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9417, loss_cls: 0.8275, loss: 0.8275, grad_norm: 10.7539 2020-10-11 19:15:02,626 - mmaction - INFO - Epoch [41][1760/1793] lr: 7.500e-05, eta: 4:35:37, time: 1.045, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9260, loss_cls: 0.8494, loss: 0.8494, grad_norm: 10.5082 2020-10-11 19:15:22,755 - mmaction - INFO - Epoch [41][1780/1793] lr: 7.500e-05, eta: 4:35:16, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9365, loss_cls: 0.8557, loss: 0.8557, grad_norm: 10.5178 2020-10-11 19:15:36,320 - mmaction - INFO - Saving checkpoint at 41 epochs 2020-10-11 19:16:09,222 - mmaction - INFO - Epoch [42][20/1793] lr: 7.500e-05, eta: 4:34:42, time: 1.553, data_time: 0.642, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9396, loss_cls: 0.7833, loss: 0.7833, grad_norm: 10.1788 2020-10-11 19:16:28,668 - mmaction - INFO - Epoch [42][40/1793] lr: 7.500e-05, eta: 4:34:21, time: 0.974, data_time: 0.006, memory: 10390, top1_acc: 0.8177, top5_acc: 0.9562, loss_cls: 0.7179, loss: 0.7179, grad_norm: 9.7063 2020-10-11 19:16:49,525 - mmaction - INFO - Epoch [42][60/1793] lr: 7.500e-05, eta: 4:34:01, time: 1.043, data_time: 0.005, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9417, loss_cls: 0.7926, loss: 0.7926, grad_norm: 10.2146 2020-10-11 19:17:10,177 - mmaction - INFO - Epoch [42][80/1793] lr: 7.500e-05, eta: 4:33:40, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9281, loss_cls: 0.8846, loss: 0.8846, grad_norm: 10.8693 2020-10-11 19:17:29,819 - mmaction - INFO - Epoch [42][100/1793] lr: 7.500e-05, eta: 4:33:20, time: 0.980, data_time: 0.005, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9240, loss_cls: 0.9223, loss: 0.9223, grad_norm: 11.0047 2020-10-11 19:17:50,064 - mmaction - INFO - Epoch [42][120/1793] lr: 7.500e-05, eta: 4:32:59, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9354, loss_cls: 0.8308, loss: 0.8308, grad_norm: 9.9501 2020-10-11 19:18:10,598 - mmaction - INFO - Epoch [42][140/1793] lr: 7.500e-05, eta: 4:32:39, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8761, loss: 0.8761, grad_norm: 10.4444 2020-10-11 19:18:31,001 - mmaction - INFO - Epoch [42][160/1793] lr: 7.500e-05, eta: 4:32:18, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9365, loss_cls: 0.8316, loss: 0.8316, grad_norm: 10.5876 2020-10-11 19:18:51,295 - mmaction - INFO - Epoch [42][180/1793] lr: 7.500e-05, eta: 4:31:58, time: 1.015, data_time: 0.003, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9323, loss_cls: 0.8230, loss: 0.8230, grad_norm: 10.0753 2020-10-11 19:19:12,454 - mmaction - INFO - Epoch [42][200/1793] lr: 7.500e-05, eta: 4:31:38, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9375, loss_cls: 0.8288, loss: 0.8288, grad_norm: 10.3338 2020-10-11 19:19:33,314 - mmaction - INFO - Epoch [42][220/1793] lr: 7.500e-05, eta: 4:31:17, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7542, top5_acc: 0.9146, loss_cls: 0.9776, loss: 0.9776, grad_norm: 10.9574 2020-10-11 19:19:53,436 - mmaction - INFO - Epoch [42][240/1793] lr: 7.500e-05, eta: 4:30:57, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9323, loss_cls: 0.8708, loss: 0.8708, grad_norm: 10.0776 2020-10-11 19:20:14,292 - mmaction - INFO - Epoch [42][260/1793] lr: 7.500e-05, eta: 4:30:36, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9365, loss_cls: 0.7729, loss: 0.7729, grad_norm: 9.6984 2020-10-11 19:20:34,775 - mmaction - INFO - Epoch [42][280/1793] lr: 7.500e-05, eta: 4:30:16, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9313, loss_cls: 0.8253, loss: 0.8253, grad_norm: 9.9850 2020-10-11 19:20:55,123 - mmaction - INFO - Epoch [42][300/1793] lr: 7.500e-05, eta: 4:29:55, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9427, loss_cls: 0.8169, loss: 0.8169, grad_norm: 9.8541 2020-10-11 19:21:15,270 - mmaction - INFO - Epoch [42][320/1793] lr: 7.500e-05, eta: 4:29:35, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9229, loss_cls: 0.8565, loss: 0.8565, grad_norm: 10.2764 2020-10-11 19:21:36,373 - mmaction - INFO - Epoch [42][340/1793] lr: 7.500e-05, eta: 4:29:15, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9260, loss_cls: 0.8554, loss: 0.8554, grad_norm: 10.6379 2020-10-11 19:21:56,564 - mmaction - INFO - Epoch [42][360/1793] lr: 7.500e-05, eta: 4:28:54, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8224, loss: 0.8224, grad_norm: 10.2104 2020-10-11 19:22:16,743 - mmaction - INFO - Epoch [42][380/1793] lr: 7.500e-05, eta: 4:28:34, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9385, loss_cls: 0.8137, loss: 0.8137, grad_norm: 10.2020 2020-10-11 19:22:37,688 - mmaction - INFO - Epoch [42][400/1793] lr: 7.500e-05, eta: 4:28:13, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9469, loss_cls: 0.8109, loss: 0.8109, grad_norm: 10.3580 2020-10-11 19:22:58,354 - mmaction - INFO - Epoch [42][420/1793] lr: 7.500e-05, eta: 4:27:53, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9458, loss_cls: 0.8024, loss: 0.8024, grad_norm: 10.2832 2020-10-11 19:23:18,618 - mmaction - INFO - Epoch [42][440/1793] lr: 7.500e-05, eta: 4:27:32, time: 1.014, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8321, loss: 0.8321, grad_norm: 10.1742 2020-10-11 19:23:39,618 - mmaction - INFO - Epoch [42][460/1793] lr: 7.500e-05, eta: 4:27:12, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9490, loss_cls: 0.7389, loss: 0.7389, grad_norm: 10.1251 2020-10-11 19:23:59,396 - mmaction - INFO - Epoch [42][480/1793] lr: 7.500e-05, eta: 4:26:51, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9177, loss_cls: 0.9232, loss: 0.9232, grad_norm: 10.7693 2020-10-11 19:24:19,906 - mmaction - INFO - Epoch [42][500/1793] lr: 7.500e-05, eta: 4:26:31, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9479, loss_cls: 0.7709, loss: 0.7709, grad_norm: 9.5853 2020-10-11 19:24:40,734 - mmaction - INFO - Epoch [42][520/1793] lr: 7.500e-05, eta: 4:26:11, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9333, loss_cls: 0.8503, loss: 0.8503, grad_norm: 10.3822 2020-10-11 19:25:00,586 - mmaction - INFO - Epoch [42][540/1793] lr: 7.500e-05, eta: 4:25:50, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9385, loss_cls: 0.8275, loss: 0.8275, grad_norm: 10.4725 2020-10-11 19:25:21,429 - mmaction - INFO - Epoch [42][560/1793] lr: 7.500e-05, eta: 4:25:30, time: 1.036, data_time: 0.004, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9427, loss_cls: 0.8346, loss: 0.8346, grad_norm: 10.8305 2020-10-11 19:25:41,984 - mmaction - INFO - Epoch [42][580/1793] lr: 7.500e-05, eta: 4:25:09, time: 1.033, data_time: 0.010, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9333, loss_cls: 0.8215, loss: 0.8215, grad_norm: 10.2928 2020-10-11 19:26:02,169 - mmaction - INFO - Epoch [42][600/1793] lr: 7.500e-05, eta: 4:24:49, time: 1.008, data_time: 0.003, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9510, loss_cls: 0.7512, loss: 0.7512, grad_norm: 10.1081 2020-10-11 19:26:22,374 - mmaction - INFO - Epoch [42][620/1793] lr: 7.500e-05, eta: 4:24:28, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9281, loss_cls: 0.8392, loss: 0.8392, grad_norm: 10.3031 2020-10-11 19:26:42,872 - mmaction - INFO - Epoch [42][640/1793] lr: 7.500e-05, eta: 4:24:08, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9406, loss_cls: 0.8166, loss: 0.8166, grad_norm: 9.9427 2020-10-11 19:27:03,348 - mmaction - INFO - Epoch [42][660/1793] lr: 7.500e-05, eta: 4:23:47, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.8040, loss: 0.8040, grad_norm: 9.9487 2020-10-11 19:27:24,147 - mmaction - INFO - Epoch [42][680/1793] lr: 7.500e-05, eta: 4:23:27, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9260, loss_cls: 0.8560, loss: 0.8560, grad_norm: 10.3520 2020-10-11 19:27:44,172 - mmaction - INFO - Epoch [42][700/1793] lr: 7.500e-05, eta: 4:23:06, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9406, loss_cls: 0.8479, loss: 0.8479, grad_norm: 10.5051 2020-10-11 19:28:04,955 - mmaction - INFO - Epoch [42][720/1793] lr: 7.500e-05, eta: 4:22:46, time: 1.039, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9406, loss_cls: 0.8401, loss: 0.8401, grad_norm: 10.3714 2020-10-11 19:28:25,711 - mmaction - INFO - Epoch [42][740/1793] lr: 7.500e-05, eta: 4:22:26, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9354, loss_cls: 0.8248, loss: 0.8248, grad_norm: 10.4359 2020-10-11 19:28:45,556 - mmaction - INFO - Epoch [42][760/1793] lr: 7.500e-05, eta: 4:22:05, time: 0.995, data_time: 0.007, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9385, loss_cls: 0.7633, loss: 0.7633, grad_norm: 10.2775 2020-10-11 19:29:05,895 - mmaction - INFO - Epoch [42][780/1793] lr: 7.500e-05, eta: 4:21:45, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9344, loss_cls: 0.8013, loss: 0.8013, grad_norm: 10.2096 2020-10-11 19:29:26,457 - mmaction - INFO - Epoch [42][800/1793] lr: 7.500e-05, eta: 4:21:24, time: 1.028, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9333, loss_cls: 0.8427, loss: 0.8427, grad_norm: 10.0451 2020-10-11 19:29:47,542 - mmaction - INFO - Epoch [42][820/1793] lr: 7.500e-05, eta: 4:21:04, time: 1.053, data_time: 0.007, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9125, loss_cls: 0.9200, loss: 0.9200, grad_norm: 10.6995 2020-10-11 19:30:07,531 - mmaction - INFO - Epoch [42][840/1793] lr: 7.500e-05, eta: 4:20:43, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9250, loss_cls: 0.8286, loss: 0.8286, grad_norm: 10.1583 2020-10-11 19:30:28,421 - mmaction - INFO - Epoch [42][860/1793] lr: 7.500e-05, eta: 4:20:23, time: 1.045, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9250, loss_cls: 0.8653, loss: 0.8653, grad_norm: 11.1188 2020-10-11 19:30:48,674 - mmaction - INFO - Epoch [42][880/1793] lr: 7.500e-05, eta: 4:20:02, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9271, loss_cls: 0.8333, loss: 0.8333, grad_norm: 10.3717 2020-10-11 19:31:09,435 - mmaction - INFO - Epoch [42][900/1793] lr: 7.500e-05, eta: 4:19:42, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9365, loss_cls: 0.8302, loss: 0.8302, grad_norm: 10.2740 2020-10-11 19:31:29,469 - mmaction - INFO - Epoch [42][920/1793] lr: 7.500e-05, eta: 4:19:21, time: 0.999, data_time: 0.004, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9302, loss_cls: 0.8382, loss: 0.8382, grad_norm: 10.2103 2020-10-11 19:31:50,310 - mmaction - INFO - Epoch [42][940/1793] lr: 7.500e-05, eta: 4:19:01, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7573, top5_acc: 0.9219, loss_cls: 0.8965, loss: 0.8965, grad_norm: 10.6815 2020-10-11 19:32:10,360 - mmaction - INFO - Epoch [42][960/1793] lr: 7.500e-05, eta: 4:18:41, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9396, loss_cls: 0.7715, loss: 0.7715, grad_norm: 10.3116 2020-10-11 19:32:30,924 - mmaction - INFO - Epoch [42][980/1793] lr: 7.500e-05, eta: 4:18:20, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9458, loss_cls: 0.7900, loss: 0.7900, grad_norm: 10.1441 2020-10-11 19:32:51,469 - mmaction - INFO - Epoch [42][1000/1793] lr: 7.500e-05, eta: 4:18:00, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9323, loss_cls: 0.8323, loss: 0.8323, grad_norm: 10.5749 2020-10-11 19:33:13,139 - mmaction - INFO - Epoch [42][1020/1793] lr: 7.500e-05, eta: 4:17:39, time: 1.084, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9344, loss_cls: 0.8074, loss: 0.8074, grad_norm: 10.4107 2020-10-11 19:33:32,691 - mmaction - INFO - Epoch [42][1040/1793] lr: 7.500e-05, eta: 4:17:19, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9385, loss_cls: 0.7776, loss: 0.7776, grad_norm: 10.3093 2020-10-11 19:33:53,044 - mmaction - INFO - Epoch [42][1060/1793] lr: 7.500e-05, eta: 4:16:58, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8391, loss: 0.8391, grad_norm: 10.4274 2020-10-11 19:34:13,548 - mmaction - INFO - Epoch [42][1080/1793] lr: 7.500e-05, eta: 4:16:38, time: 1.027, data_time: 0.004, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9208, loss_cls: 0.8482, loss: 0.8482, grad_norm: 10.2361 2020-10-11 19:34:34,518 - mmaction - INFO - Epoch [42][1100/1793] lr: 7.500e-05, eta: 4:16:18, time: 1.048, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9354, loss_cls: 0.8017, loss: 0.8017, grad_norm: 10.0167 2020-10-11 19:34:55,773 - mmaction - INFO - Epoch [42][1120/1793] lr: 7.500e-05, eta: 4:15:57, time: 1.061, data_time: 0.002, memory: 10390, top1_acc: 0.7521, top5_acc: 0.9292, loss_cls: 0.9157, loss: 0.9157, grad_norm: 10.7038 2020-10-11 19:35:14,976 - mmaction - INFO - Epoch [42][1140/1793] lr: 7.500e-05, eta: 4:15:37, time: 0.962, data_time: 0.006, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9396, loss_cls: 0.7735, loss: 0.7735, grad_norm: 9.5505 2020-10-11 19:35:35,727 - mmaction - INFO - Epoch [42][1160/1793] lr: 7.500e-05, eta: 4:15:16, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9292, loss_cls: 0.8137, loss: 0.8137, grad_norm: 10.1511 2020-10-11 19:35:55,993 - mmaction - INFO - Epoch [42][1180/1793] lr: 7.500e-05, eta: 4:14:56, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9521, loss_cls: 0.7976, loss: 0.7976, grad_norm: 10.6267 2020-10-11 19:36:16,415 - mmaction - INFO - Epoch [42][1200/1793] lr: 7.500e-05, eta: 4:14:35, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9198, loss_cls: 0.8320, loss: 0.8320, grad_norm: 10.5000 2020-10-11 19:36:36,374 - mmaction - INFO - Epoch [42][1220/1793] lr: 7.500e-05, eta: 4:14:15, time: 1.000, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9198, loss_cls: 0.8806, loss: 0.8806, grad_norm: 10.7928 2020-10-11 19:36:56,991 - mmaction - INFO - Epoch [42][1240/1793] lr: 7.500e-05, eta: 4:13:54, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9344, loss_cls: 0.8192, loss: 0.8192, grad_norm: 10.1858 2020-10-11 19:37:17,408 - mmaction - INFO - Epoch [42][1260/1793] lr: 7.500e-05, eta: 4:13:34, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9385, loss_cls: 0.7659, loss: 0.7659, grad_norm: 10.2873 2020-10-11 19:37:37,909 - mmaction - INFO - Epoch [42][1280/1793] lr: 7.500e-05, eta: 4:13:13, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9271, loss_cls: 0.8308, loss: 0.8308, grad_norm: 10.7674 2020-10-11 19:37:58,068 - mmaction - INFO - Epoch [42][1300/1793] lr: 7.500e-05, eta: 4:12:53, time: 1.008, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9438, loss_cls: 0.8242, loss: 0.8242, grad_norm: 10.6716 2020-10-11 19:38:19,745 - mmaction - INFO - Epoch [42][1320/1793] lr: 7.500e-05, eta: 4:12:33, time: 1.082, data_time: 0.004, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9490, loss_cls: 0.7471, loss: 0.7471, grad_norm: 10.0967 2020-10-11 19:38:40,218 - mmaction - INFO - Epoch [42][1340/1793] lr: 7.500e-05, eta: 4:12:12, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9312, loss_cls: 0.8428, loss: 0.8428, grad_norm: 10.6358 2020-10-11 19:38:59,985 - mmaction - INFO - Epoch [42][1360/1793] lr: 7.500e-05, eta: 4:11:52, time: 0.989, data_time: 0.004, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9396, loss_cls: 0.8673, loss: 0.8673, grad_norm: 10.7652 2020-10-11 19:39:20,085 - mmaction - INFO - Epoch [42][1380/1793] lr: 7.500e-05, eta: 4:11:31, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9427, loss_cls: 0.7498, loss: 0.7498, grad_norm: 10.1143 2020-10-11 19:39:41,020 - mmaction - INFO - Epoch [42][1400/1793] lr: 7.500e-05, eta: 4:11:11, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9344, loss_cls: 0.8394, loss: 0.8394, grad_norm: 10.4134 2020-10-11 19:40:01,093 - mmaction - INFO - Epoch [42][1420/1793] lr: 7.500e-05, eta: 4:10:50, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9573, loss_cls: 0.7779, loss: 0.7779, grad_norm: 10.0010 2020-10-11 19:40:21,842 - mmaction - INFO - Epoch [42][1440/1793] lr: 7.500e-05, eta: 4:10:30, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8344, loss: 0.8344, grad_norm: 10.6240 2020-10-11 19:40:42,493 - mmaction - INFO - Epoch [42][1460/1793] lr: 7.500e-05, eta: 4:10:09, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9385, loss_cls: 0.7685, loss: 0.7685, grad_norm: 10.2715 2020-10-11 19:41:03,141 - mmaction - INFO - Epoch [42][1480/1793] lr: 7.500e-05, eta: 4:09:49, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.8104, top5_acc: 0.9344, loss_cls: 0.7764, loss: 0.7764, grad_norm: 10.0856 2020-10-11 19:41:23,522 - mmaction - INFO - Epoch [42][1500/1793] lr: 7.500e-05, eta: 4:09:28, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9385, loss_cls: 0.7571, loss: 0.7571, grad_norm: 10.0142 2020-10-11 19:41:43,649 - mmaction - INFO - Epoch [42][1520/1793] lr: 7.500e-05, eta: 4:09:08, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9437, loss_cls: 0.8219, loss: 0.8219, grad_norm: 10.8983 2020-10-11 19:42:03,943 - mmaction - INFO - Epoch [42][1540/1793] lr: 7.500e-05, eta: 4:08:47, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.8290, loss: 0.8290, grad_norm: 10.3711 2020-10-11 19:42:24,575 - mmaction - INFO - Epoch [42][1560/1793] lr: 7.500e-05, eta: 4:08:27, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9354, loss_cls: 0.8102, loss: 0.8102, grad_norm: 10.4434 2020-10-11 19:42:44,745 - mmaction - INFO - Epoch [42][1580/1793] lr: 7.500e-05, eta: 4:08:07, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8055, loss: 0.8055, grad_norm: 10.1314 2020-10-11 19:43:04,849 - mmaction - INFO - Epoch [42][1600/1793] lr: 7.500e-05, eta: 4:07:46, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9240, loss_cls: 0.8705, loss: 0.8705, grad_norm: 10.3467 2020-10-11 19:43:25,170 - mmaction - INFO - Epoch [42][1620/1793] lr: 7.500e-05, eta: 4:07:26, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9406, loss_cls: 0.7941, loss: 0.7941, grad_norm: 10.1420 2020-10-11 19:43:45,388 - mmaction - INFO - Epoch [42][1640/1793] lr: 7.500e-05, eta: 4:07:05, time: 1.015, data_time: 0.008, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9312, loss_cls: 0.8081, loss: 0.8081, grad_norm: 10.3362 2020-10-11 19:44:06,624 - mmaction - INFO - Epoch [42][1660/1793] lr: 7.500e-05, eta: 4:06:45, time: 1.062, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9302, loss_cls: 0.8882, loss: 0.8882, grad_norm: 11.1276 2020-10-11 19:44:26,461 - mmaction - INFO - Epoch [42][1680/1793] lr: 7.500e-05, eta: 4:06:24, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9448, loss_cls: 0.7769, loss: 0.7769, grad_norm: 10.3849 2020-10-11 19:44:46,318 - mmaction - INFO - Epoch [42][1700/1793] lr: 7.500e-05, eta: 4:06:04, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9417, loss_cls: 0.8305, loss: 0.8305, grad_norm: 10.6525 2020-10-11 19:45:07,051 - mmaction - INFO - Epoch [42][1720/1793] lr: 7.500e-05, eta: 4:05:43, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9385, loss_cls: 0.8112, loss: 0.8112, grad_norm: 10.1212 2020-10-11 19:45:27,561 - mmaction - INFO - Epoch [42][1740/1793] lr: 7.500e-05, eta: 4:05:23, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9250, loss_cls: 0.8548, loss: 0.8548, grad_norm: 10.2301 2020-10-11 19:45:47,622 - mmaction - INFO - Epoch [42][1760/1793] lr: 7.500e-05, eta: 4:05:02, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9344, loss_cls: 0.8107, loss: 0.8107, grad_norm: 10.1622 2020-10-11 19:46:07,642 - mmaction - INFO - Epoch [42][1780/1793] lr: 7.500e-05, eta: 4:04:42, time: 1.007, data_time: 0.010, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9427, loss_cls: 0.7962, loss: 0.7962, grad_norm: 10.1681 2020-10-11 19:46:20,115 - mmaction - INFO - Saving checkpoint at 42 epochs 2020-10-11 19:46:49,029 - mmaction - INFO - Epoch [43][20/1793] lr: 7.500e-05, eta: 4:04:07, time: 1.362, data_time: 0.480, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9479, loss_cls: 0.7983, loss: 0.7983, grad_norm: 10.3814 2020-10-11 19:47:08,502 - mmaction - INFO - Epoch [43][40/1793] lr: 7.500e-05, eta: 4:03:46, time: 0.973, data_time: 0.002, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9146, loss_cls: 0.8961, loss: 0.8961, grad_norm: 10.6341 2020-10-11 19:47:29,151 - mmaction - INFO - Epoch [43][60/1793] lr: 7.500e-05, eta: 4:03:26, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9406, loss_cls: 0.7895, loss: 0.7895, grad_norm: 10.2001 2020-10-11 19:47:48,955 - mmaction - INFO - Epoch [43][80/1793] lr: 7.500e-05, eta: 4:03:05, time: 0.991, data_time: 0.005, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9344, loss_cls: 0.8149, loss: 0.8149, grad_norm: 10.1202 2020-10-11 19:48:10,635 - mmaction - INFO - Epoch [43][100/1793] lr: 7.500e-05, eta: 4:02:45, time: 1.084, data_time: 0.002, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9365, loss_cls: 0.8061, loss: 0.8061, grad_norm: 9.8708 2020-10-11 19:48:30,355 - mmaction - INFO - Epoch [43][120/1793] lr: 7.500e-05, eta: 4:02:24, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9385, loss_cls: 0.7634, loss: 0.7634, grad_norm: 10.2380 2020-10-11 19:48:51,335 - mmaction - INFO - Epoch [43][140/1793] lr: 7.500e-05, eta: 4:02:04, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9208, loss_cls: 0.8600, loss: 0.8600, grad_norm: 10.2309 2020-10-11 19:49:11,665 - mmaction - INFO - Epoch [43][160/1793] lr: 7.500e-05, eta: 4:01:43, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7531, top5_acc: 0.9271, loss_cls: 0.9125, loss: 0.9125, grad_norm: 10.8338 2020-10-11 19:49:31,555 - mmaction - INFO - Epoch [43][180/1793] lr: 7.500e-05, eta: 4:01:23, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.7990, loss: 0.7990, grad_norm: 9.9790 2020-10-11 19:49:51,576 - mmaction - INFO - Epoch [43][200/1793] lr: 7.500e-05, eta: 4:01:02, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9500, loss_cls: 0.7922, loss: 0.7922, grad_norm: 10.2596 2020-10-11 19:50:11,963 - mmaction - INFO - Epoch [43][220/1793] lr: 7.500e-05, eta: 4:00:42, time: 1.013, data_time: 0.004, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9312, loss_cls: 0.8338, loss: 0.8338, grad_norm: 10.3653 2020-10-11 19:50:32,406 - mmaction - INFO - Epoch [43][240/1793] lr: 7.500e-05, eta: 4:00:21, time: 1.029, data_time: 0.011, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9333, loss_cls: 0.8276, loss: 0.8276, grad_norm: 10.5225 2020-10-11 19:50:52,757 - mmaction - INFO - Epoch [43][260/1793] lr: 7.500e-05, eta: 4:00:01, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.8323, loss: 0.8323, grad_norm: 10.4170 2020-10-11 19:51:12,895 - mmaction - INFO - Epoch [43][280/1793] lr: 7.500e-05, eta: 3:59:40, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9302, loss_cls: 0.8366, loss: 0.8366, grad_norm: 10.4243 2020-10-11 19:51:33,714 - mmaction - INFO - Epoch [43][300/1793] lr: 7.500e-05, eta: 3:59:20, time: 1.040, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9260, loss_cls: 0.8627, loss: 0.8627, grad_norm: 10.6115 2020-10-11 19:51:53,551 - mmaction - INFO - Epoch [43][320/1793] lr: 7.500e-05, eta: 3:59:00, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9323, loss_cls: 0.7920, loss: 0.7920, grad_norm: 10.0502 2020-10-11 19:52:13,712 - mmaction - INFO - Epoch [43][340/1793] lr: 7.500e-05, eta: 3:58:39, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9302, loss_cls: 0.8784, loss: 0.8784, grad_norm: 10.9320 2020-10-11 19:52:34,244 - mmaction - INFO - Epoch [43][360/1793] lr: 7.500e-05, eta: 3:58:19, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8266, loss: 0.8266, grad_norm: 10.2777 2020-10-11 19:52:54,650 - mmaction - INFO - Epoch [43][380/1793] lr: 7.500e-05, eta: 3:57:58, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9281, loss_cls: 0.9185, loss: 0.9185, grad_norm: 11.0628 2020-10-11 19:53:15,019 - mmaction - INFO - Epoch [43][400/1793] lr: 7.500e-05, eta: 3:57:38, time: 1.018, data_time: 0.002, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9271, loss_cls: 0.8786, loss: 0.8786, grad_norm: 10.7187 2020-10-11 19:53:35,119 - mmaction - INFO - Epoch [43][420/1793] lr: 7.500e-05, eta: 3:57:17, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9490, loss_cls: 0.8023, loss: 0.8023, grad_norm: 10.3220 2020-10-11 19:53:55,536 - mmaction - INFO - Epoch [43][440/1793] lr: 7.500e-05, eta: 3:56:57, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9479, loss_cls: 0.8111, loss: 0.8111, grad_norm: 10.6528 2020-10-11 19:54:15,790 - mmaction - INFO - Epoch [43][460/1793] lr: 7.500e-05, eta: 3:56:36, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.8167, top5_acc: 0.9448, loss_cls: 0.7379, loss: 0.7379, grad_norm: 9.9018 2020-10-11 19:54:35,816 - mmaction - INFO - Epoch [43][480/1793] lr: 7.500e-05, eta: 3:56:16, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9365, loss_cls: 0.8132, loss: 0.8132, grad_norm: 10.7129 2020-10-11 19:54:56,232 - mmaction - INFO - Epoch [43][500/1793] lr: 7.500e-05, eta: 3:55:55, time: 1.021, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9375, loss_cls: 0.7968, loss: 0.7968, grad_norm: 10.2517 2020-10-11 19:55:16,959 - mmaction - INFO - Epoch [43][520/1793] lr: 7.500e-05, eta: 3:55:35, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9396, loss_cls: 0.7484, loss: 0.7484, grad_norm: 9.6048 2020-10-11 19:55:38,480 - mmaction - INFO - Epoch [43][540/1793] lr: 7.500e-05, eta: 3:55:15, time: 1.077, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9333, loss_cls: 0.8081, loss: 0.8081, grad_norm: 10.1472 2020-10-11 19:55:58,824 - mmaction - INFO - Epoch [43][560/1793] lr: 7.500e-05, eta: 3:54:54, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8360, loss: 0.8360, grad_norm: 10.2833 2020-10-11 19:56:19,725 - mmaction - INFO - Epoch [43][580/1793] lr: 7.500e-05, eta: 3:54:34, time: 1.045, data_time: 0.004, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9240, loss_cls: 0.8446, loss: 0.8446, grad_norm: 10.2348 2020-10-11 19:56:40,259 - mmaction - INFO - Epoch [43][600/1793] lr: 7.500e-05, eta: 3:54:13, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9479, loss_cls: 0.7503, loss: 0.7503, grad_norm: 9.8580 2020-10-11 19:57:00,693 - mmaction - INFO - Epoch [43][620/1793] lr: 7.500e-05, eta: 3:53:53, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9292, loss_cls: 0.8614, loss: 0.8614, grad_norm: 10.8096 2020-10-11 19:57:22,014 - mmaction - INFO - Epoch [43][640/1793] lr: 7.500e-05, eta: 3:53:33, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9365, loss_cls: 0.7911, loss: 0.7911, grad_norm: 10.0973 2020-10-11 19:57:41,895 - mmaction - INFO - Epoch [43][660/1793] lr: 7.500e-05, eta: 3:53:12, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9313, loss_cls: 0.8743, loss: 0.8743, grad_norm: 10.5001 2020-10-11 19:58:02,891 - mmaction - INFO - Epoch [43][680/1793] lr: 7.500e-05, eta: 3:52:52, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9469, loss_cls: 0.7802, loss: 0.7802, grad_norm: 10.3709 2020-10-11 19:58:23,660 - mmaction - INFO - Epoch [43][700/1793] lr: 7.500e-05, eta: 3:52:31, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9438, loss_cls: 0.7775, loss: 0.7775, grad_norm: 10.5384 2020-10-11 19:58:45,095 - mmaction - INFO - Epoch [43][720/1793] lr: 7.500e-05, eta: 3:52:11, time: 1.075, data_time: 0.007, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8145, loss: 0.8145, grad_norm: 10.4996 2020-10-11 19:59:04,793 - mmaction - INFO - Epoch [43][740/1793] lr: 7.500e-05, eta: 3:51:50, time: 0.985, data_time: 0.003, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9313, loss_cls: 0.8447, loss: 0.8447, grad_norm: 10.5120 2020-10-11 19:59:25,001 - mmaction - INFO - Epoch [43][760/1793] lr: 7.500e-05, eta: 3:51:30, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9333, loss_cls: 0.7979, loss: 0.7979, grad_norm: 10.5739 2020-10-11 19:59:45,613 - mmaction - INFO - Epoch [43][780/1793] lr: 7.500e-05, eta: 3:51:09, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9438, loss_cls: 0.7696, loss: 0.7696, grad_norm: 10.1444 2020-10-11 20:00:09,242 - mmaction - INFO - Epoch [43][800/1793] lr: 7.500e-05, eta: 3:50:50, time: 1.168, data_time: 0.003, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9281, loss_cls: 0.8016, loss: 0.8016, grad_norm: 10.3389 2020-10-11 20:00:28,832 - mmaction - INFO - Epoch [43][820/1793] lr: 7.500e-05, eta: 3:50:29, time: 0.993, data_time: 0.025, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9354, loss_cls: 0.8091, loss: 0.8091, grad_norm: 10.5393 2020-10-11 20:00:48,666 - mmaction - INFO - Epoch [43][840/1793] lr: 7.500e-05, eta: 3:50:08, time: 0.990, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9354, loss_cls: 0.8158, loss: 0.8158, grad_norm: 10.4241 2020-10-11 20:01:08,480 - mmaction - INFO - Epoch [43][860/1793] lr: 7.500e-05, eta: 3:49:48, time: 0.993, data_time: 0.007, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9271, loss_cls: 0.8059, loss: 0.8059, grad_norm: 10.0798 2020-10-11 20:01:28,651 - mmaction - INFO - Epoch [43][880/1793] lr: 7.500e-05, eta: 3:49:27, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9375, loss_cls: 0.8007, loss: 0.8007, grad_norm: 10.2415 2020-10-11 20:01:48,955 - mmaction - INFO - Epoch [43][900/1793] lr: 7.500e-05, eta: 3:49:07, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9135, loss_cls: 0.9192, loss: 0.9192, grad_norm: 10.7668 2020-10-11 20:02:08,856 - mmaction - INFO - Epoch [43][920/1793] lr: 7.500e-05, eta: 3:48:46, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9312, loss_cls: 0.8320, loss: 0.8320, grad_norm: 10.4118 2020-10-11 20:02:28,785 - mmaction - INFO - Epoch [43][940/1793] lr: 7.500e-05, eta: 3:48:26, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9302, loss_cls: 0.8793, loss: 0.8793, grad_norm: 10.6001 2020-10-11 20:02:49,085 - mmaction - INFO - Epoch [43][960/1793] lr: 7.500e-05, eta: 3:48:05, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9302, loss_cls: 0.8410, loss: 0.8410, grad_norm: 10.0936 2020-10-11 20:03:09,916 - mmaction - INFO - Epoch [43][980/1793] lr: 7.500e-05, eta: 3:47:45, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9354, loss_cls: 0.8530, loss: 0.8530, grad_norm: 10.6166 2020-10-11 20:03:29,911 - mmaction - INFO - Epoch [43][1000/1793] lr: 7.500e-05, eta: 3:47:24, time: 0.999, data_time: 0.003, memory: 10390, top1_acc: 0.8125, top5_acc: 0.9375, loss_cls: 0.7645, loss: 0.7645, grad_norm: 10.2696 2020-10-11 20:03:49,987 - mmaction - INFO - Epoch [43][1020/1793] lr: 7.500e-05, eta: 3:47:04, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9354, loss_cls: 0.8293, loss: 0.8293, grad_norm: 10.5517 2020-10-11 20:04:09,952 - mmaction - INFO - Epoch [43][1040/1793] lr: 7.500e-05, eta: 3:46:43, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.8167, top5_acc: 0.9437, loss_cls: 0.7468, loss: 0.7468, grad_norm: 10.1501 2020-10-11 20:04:30,271 - mmaction - INFO - Epoch [43][1060/1793] lr: 7.500e-05, eta: 3:46:23, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9271, loss_cls: 0.8498, loss: 0.8498, grad_norm: 10.4922 2020-10-11 20:04:50,650 - mmaction - INFO - Epoch [43][1080/1793] lr: 7.500e-05, eta: 3:46:02, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9375, loss_cls: 0.8214, loss: 0.8214, grad_norm: 10.8632 2020-10-11 20:05:11,014 - mmaction - INFO - Epoch [43][1100/1793] lr: 7.500e-05, eta: 3:45:42, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9438, loss_cls: 0.8278, loss: 0.8278, grad_norm: 10.5309 2020-10-11 20:05:31,125 - mmaction - INFO - Epoch [43][1120/1793] lr: 7.500e-05, eta: 3:45:21, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9281, loss_cls: 0.8919, loss: 0.8919, grad_norm: 11.0440 2020-10-11 20:05:51,107 - mmaction - INFO - Epoch [43][1140/1793] lr: 7.500e-05, eta: 3:45:01, time: 1.000, data_time: 0.004, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9281, loss_cls: 0.8091, loss: 0.8091, grad_norm: 10.3959 2020-10-11 20:06:11,237 - mmaction - INFO - Epoch [43][1160/1793] lr: 7.500e-05, eta: 3:44:40, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8546, loss: 0.8546, grad_norm: 10.9803 2020-10-11 20:06:31,774 - mmaction - INFO - Epoch [43][1180/1793] lr: 7.500e-05, eta: 3:44:20, time: 1.031, data_time: 0.008, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9292, loss_cls: 0.8523, loss: 0.8523, grad_norm: 10.3028 2020-10-11 20:06:52,023 - mmaction - INFO - Epoch [43][1200/1793] lr: 7.500e-05, eta: 3:43:59, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9365, loss_cls: 0.8258, loss: 0.8258, grad_norm: 10.3389 2020-10-11 20:07:12,569 - mmaction - INFO - Epoch [43][1220/1793] lr: 7.500e-05, eta: 3:43:39, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9240, loss_cls: 0.8163, loss: 0.8163, grad_norm: 10.4727 2020-10-11 20:07:32,805 - mmaction - INFO - Epoch [43][1240/1793] lr: 7.500e-05, eta: 3:43:19, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9240, loss_cls: 0.8531, loss: 0.8531, grad_norm: 10.6483 2020-10-11 20:07:52,972 - mmaction - INFO - Epoch [43][1260/1793] lr: 7.500e-05, eta: 3:42:58, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9312, loss_cls: 0.8388, loss: 0.8388, grad_norm: 10.8106 2020-10-11 20:08:13,065 - mmaction - INFO - Epoch [43][1280/1793] lr: 7.500e-05, eta: 3:42:38, time: 1.003, data_time: 0.004, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9354, loss_cls: 0.8222, loss: 0.8222, grad_norm: 10.3279 2020-10-11 20:08:33,080 - mmaction - INFO - Epoch [43][1300/1793] lr: 7.500e-05, eta: 3:42:17, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.7959, loss: 0.7959, grad_norm: 10.5226 2020-10-11 20:08:53,656 - mmaction - INFO - Epoch [43][1320/1793] lr: 7.500e-05, eta: 3:41:57, time: 1.028, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9354, loss_cls: 0.8634, loss: 0.8634, grad_norm: 10.5890 2020-10-11 20:09:13,907 - mmaction - INFO - Epoch [43][1340/1793] lr: 7.500e-05, eta: 3:41:36, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8287, loss: 0.8287, grad_norm: 10.4609 2020-10-11 20:09:34,102 - mmaction - INFO - Epoch [43][1360/1793] lr: 7.500e-05, eta: 3:41:16, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9469, loss_cls: 0.7933, loss: 0.7933, grad_norm: 10.6657 2020-10-11 20:09:55,066 - mmaction - INFO - Epoch [43][1380/1793] lr: 7.500e-05, eta: 3:40:55, time: 1.048, data_time: 0.002, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9406, loss_cls: 0.8253, loss: 0.8253, grad_norm: 10.4963 2020-10-11 20:10:15,663 - mmaction - INFO - Epoch [43][1400/1793] lr: 7.500e-05, eta: 3:40:35, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9437, loss_cls: 0.8069, loss: 0.8069, grad_norm: 10.2582 2020-10-11 20:10:35,300 - mmaction - INFO - Epoch [43][1420/1793] lr: 7.500e-05, eta: 3:40:14, time: 0.984, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9240, loss_cls: 0.8786, loss: 0.8786, grad_norm: 10.8687 2020-10-11 20:10:55,166 - mmaction - INFO - Epoch [43][1440/1793] lr: 7.500e-05, eta: 3:39:54, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9396, loss_cls: 0.8018, loss: 0.8018, grad_norm: 10.3063 2020-10-11 20:11:15,377 - mmaction - INFO - Epoch [43][1460/1793] lr: 7.500e-05, eta: 3:39:33, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8204, loss: 0.8204, grad_norm: 10.6564 2020-10-11 20:11:35,845 - mmaction - INFO - Epoch [43][1480/1793] lr: 7.500e-05, eta: 3:39:13, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9437, loss_cls: 0.7528, loss: 0.7528, grad_norm: 9.8901 2020-10-11 20:11:57,969 - mmaction - INFO - Epoch [43][1500/1793] lr: 7.500e-05, eta: 3:38:53, time: 1.106, data_time: 0.003, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9354, loss_cls: 0.8004, loss: 0.8004, grad_norm: 10.2028 2020-10-11 20:12:17,783 - mmaction - INFO - Epoch [43][1520/1793] lr: 7.500e-05, eta: 3:38:32, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9354, loss_cls: 0.8282, loss: 0.8282, grad_norm: 10.3623 2020-10-11 20:12:38,085 - mmaction - INFO - Epoch [43][1540/1793] lr: 7.500e-05, eta: 3:38:12, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9490, loss_cls: 0.7744, loss: 0.7744, grad_norm: 10.3506 2020-10-11 20:12:58,160 - mmaction - INFO - Epoch [43][1560/1793] lr: 7.500e-05, eta: 3:37:51, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9260, loss_cls: 0.8138, loss: 0.8138, grad_norm: 10.3022 2020-10-11 20:13:17,990 - mmaction - INFO - Epoch [43][1580/1793] lr: 7.500e-05, eta: 3:37:30, time: 0.991, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9271, loss_cls: 0.8158, loss: 0.8158, grad_norm: 10.1698 2020-10-11 20:13:37,869 - mmaction - INFO - Epoch [43][1600/1793] lr: 7.500e-05, eta: 3:37:10, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9281, loss_cls: 0.8226, loss: 0.8226, grad_norm: 10.0765 2020-10-11 20:13:58,086 - mmaction - INFO - Epoch [43][1620/1793] lr: 7.500e-05, eta: 3:36:49, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9354, loss_cls: 0.8404, loss: 0.8404, grad_norm: 10.6403 2020-10-11 20:14:18,374 - mmaction - INFO - Epoch [43][1640/1793] lr: 7.500e-05, eta: 3:36:29, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7583, top5_acc: 0.9260, loss_cls: 0.8610, loss: 0.8610, grad_norm: 10.7673 2020-10-11 20:14:38,571 - mmaction - INFO - Epoch [43][1660/1793] lr: 7.500e-05, eta: 3:36:08, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9323, loss_cls: 0.8422, loss: 0.8422, grad_norm: 10.8938 2020-10-11 20:14:58,964 - mmaction - INFO - Epoch [43][1680/1793] lr: 7.500e-05, eta: 3:35:48, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8417, loss: 0.8417, grad_norm: 10.3197 2020-10-11 20:15:19,628 - mmaction - INFO - Epoch [43][1700/1793] lr: 7.500e-05, eta: 3:35:28, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9344, loss_cls: 0.8041, loss: 0.8041, grad_norm: 10.2533 2020-10-11 20:15:39,666 - mmaction - INFO - Epoch [43][1720/1793] lr: 7.500e-05, eta: 3:35:07, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9385, loss_cls: 0.8288, loss: 0.8288, grad_norm: 10.6116 2020-10-11 20:15:59,655 - mmaction - INFO - Epoch [43][1740/1793] lr: 7.500e-05, eta: 3:34:47, time: 1.000, data_time: 0.003, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9365, loss_cls: 0.8094, loss: 0.8094, grad_norm: 10.4662 2020-10-11 20:16:19,946 - mmaction - INFO - Epoch [43][1760/1793] lr: 7.500e-05, eta: 3:34:26, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9344, loss_cls: 0.8064, loss: 0.8064, grad_norm: 10.3548 2020-10-11 20:16:40,249 - mmaction - INFO - Epoch [43][1780/1793] lr: 7.500e-05, eta: 3:34:06, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9260, loss_cls: 0.8472, loss: 0.8472, grad_norm: 10.5007 2020-10-11 20:16:53,335 - mmaction - INFO - Saving checkpoint at 43 epochs 2020-10-11 20:17:25,764 - mmaction - INFO - Epoch [44][20/1793] lr: 7.500e-05, eta: 3:33:31, time: 1.523, data_time: 0.633, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8318, loss: 0.8318, grad_norm: 10.1603 2020-10-11 20:17:45,856 - mmaction - INFO - Epoch [44][40/1793] lr: 7.500e-05, eta: 3:33:11, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9385, loss_cls: 0.8195, loss: 0.8195, grad_norm: 10.5102 2020-10-11 20:18:04,997 - mmaction - INFO - Epoch [44][60/1793] lr: 7.500e-05, eta: 3:32:50, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9365, loss_cls: 0.8408, loss: 0.8408, grad_norm: 10.6547 2020-10-11 20:18:24,517 - mmaction - INFO - Epoch [44][80/1793] lr: 7.500e-05, eta: 3:32:30, time: 0.974, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9260, loss_cls: 0.8292, loss: 0.8292, grad_norm: 9.9936 2020-10-11 20:18:44,199 - mmaction - INFO - Epoch [44][100/1793] lr: 7.500e-05, eta: 3:32:09, time: 0.985, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9333, loss_cls: 0.8543, loss: 0.8543, grad_norm: 10.6578 2020-10-11 20:19:04,008 - mmaction - INFO - Epoch [44][120/1793] lr: 7.500e-05, eta: 3:31:48, time: 0.991, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9365, loss_cls: 0.8128, loss: 0.8128, grad_norm: 9.9257 2020-10-11 20:19:23,978 - mmaction - INFO - Epoch [44][140/1793] lr: 7.500e-05, eta: 3:31:28, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9333, loss_cls: 0.8391, loss: 0.8391, grad_norm: 10.9596 2020-10-11 20:19:44,128 - mmaction - INFO - Epoch [44][160/1793] lr: 7.500e-05, eta: 3:31:07, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.8167, top5_acc: 0.9521, loss_cls: 0.7317, loss: 0.7317, grad_norm: 9.9279 2020-10-11 20:20:04,351 - mmaction - INFO - Epoch [44][180/1793] lr: 7.500e-05, eta: 3:30:47, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8203, loss: 0.8203, grad_norm: 10.4209 2020-10-11 20:20:23,978 - mmaction - INFO - Epoch [44][200/1793] lr: 7.500e-05, eta: 3:30:26, time: 0.981, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9323, loss_cls: 0.8042, loss: 0.8042, grad_norm: 10.1036 2020-10-11 20:20:43,663 - mmaction - INFO - Epoch [44][220/1793] lr: 7.500e-05, eta: 3:30:06, time: 0.985, data_time: 0.007, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8393, loss: 0.8393, grad_norm: 10.7089 2020-10-11 20:21:03,745 - mmaction - INFO - Epoch [44][240/1793] lr: 7.500e-05, eta: 3:29:45, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9229, loss_cls: 0.8556, loss: 0.8556, grad_norm: 10.6180 2020-10-11 20:21:24,025 - mmaction - INFO - Epoch [44][260/1793] lr: 7.500e-05, eta: 3:29:25, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.8156, top5_acc: 0.9406, loss_cls: 0.7311, loss: 0.7311, grad_norm: 10.0136 2020-10-11 20:21:44,092 - mmaction - INFO - Epoch [44][280/1793] lr: 7.500e-05, eta: 3:29:04, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9260, loss_cls: 0.8241, loss: 0.8241, grad_norm: 10.0402 2020-10-11 20:22:04,688 - mmaction - INFO - Epoch [44][300/1793] lr: 7.500e-05, eta: 3:28:44, time: 1.029, data_time: 0.002, memory: 10390, top1_acc: 0.8208, top5_acc: 0.9563, loss_cls: 0.6905, loss: 0.6905, grad_norm: 9.6627 2020-10-11 20:22:24,464 - mmaction - INFO - Epoch [44][320/1793] lr: 7.500e-05, eta: 3:28:23, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.8198, top5_acc: 0.9469, loss_cls: 0.7314, loss: 0.7314, grad_norm: 9.7862 2020-10-11 20:22:44,129 - mmaction - INFO - Epoch [44][340/1793] lr: 7.500e-05, eta: 3:28:03, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9344, loss_cls: 0.7939, loss: 0.7939, grad_norm: 10.6094 2020-10-11 20:23:05,110 - mmaction - INFO - Epoch [44][360/1793] lr: 7.500e-05, eta: 3:27:42, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9208, loss_cls: 0.8685, loss: 0.8685, grad_norm: 10.4719 2020-10-11 20:23:24,990 - mmaction - INFO - Epoch [44][380/1793] lr: 7.500e-05, eta: 3:27:22, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8188, loss: 0.8188, grad_norm: 10.4594 2020-10-11 20:23:45,271 - mmaction - INFO - Epoch [44][400/1793] lr: 7.500e-05, eta: 3:27:01, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9438, loss_cls: 0.7766, loss: 0.7766, grad_norm: 10.1805 2020-10-11 20:24:05,375 - mmaction - INFO - Epoch [44][420/1793] lr: 7.500e-05, eta: 3:26:41, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9438, loss_cls: 0.7622, loss: 0.7622, grad_norm: 10.2915 2020-10-11 20:24:25,642 - mmaction - INFO - Epoch [44][440/1793] lr: 7.500e-05, eta: 3:26:20, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7646, top5_acc: 0.9313, loss_cls: 0.8680, loss: 0.8680, grad_norm: 10.8690 2020-10-11 20:24:45,482 - mmaction - INFO - Epoch [44][460/1793] lr: 7.500e-05, eta: 3:26:00, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9417, loss_cls: 0.7814, loss: 0.7814, grad_norm: 10.3612 2020-10-11 20:25:05,319 - mmaction - INFO - Epoch [44][480/1793] lr: 7.500e-05, eta: 3:25:39, time: 0.992, data_time: 0.002, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9333, loss_cls: 0.7936, loss: 0.7936, grad_norm: 10.1854 2020-10-11 20:25:25,358 - mmaction - INFO - Epoch [44][500/1793] lr: 7.500e-05, eta: 3:25:19, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9344, loss_cls: 0.7848, loss: 0.7848, grad_norm: 10.4937 2020-10-11 20:25:45,526 - mmaction - INFO - Epoch [44][520/1793] lr: 7.500e-05, eta: 3:24:58, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8082, loss: 0.8082, grad_norm: 10.4156 2020-10-11 20:26:05,741 - mmaction - INFO - Epoch [44][540/1793] lr: 7.500e-05, eta: 3:24:38, time: 1.013, data_time: 0.006, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9094, loss_cls: 0.9453, loss: 0.9453, grad_norm: 11.1757 2020-10-11 20:26:25,849 - mmaction - INFO - Epoch [44][560/1793] lr: 7.500e-05, eta: 3:24:17, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9260, loss_cls: 0.8360, loss: 0.8360, grad_norm: 10.4532 2020-10-11 20:26:47,023 - mmaction - INFO - Epoch [44][580/1793] lr: 7.500e-05, eta: 3:23:57, time: 1.061, data_time: 0.007, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9271, loss_cls: 0.8270, loss: 0.8270, grad_norm: 10.2738 2020-10-11 20:27:06,228 - mmaction - INFO - Epoch [44][600/1793] lr: 7.500e-05, eta: 3:23:36, time: 0.959, data_time: 0.007, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9385, loss_cls: 0.7814, loss: 0.7814, grad_norm: 10.2937 2020-10-11 20:27:27,484 - mmaction - INFO - Epoch [44][620/1793] lr: 7.500e-05, eta: 3:23:16, time: 1.064, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9250, loss_cls: 0.8612, loss: 0.8612, grad_norm: 10.5966 2020-10-11 20:27:47,560 - mmaction - INFO - Epoch [44][640/1793] lr: 7.500e-05, eta: 3:22:56, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9292, loss_cls: 0.8642, loss: 0.8642, grad_norm: 11.0477 2020-10-11 20:28:07,652 - mmaction - INFO - Epoch [44][660/1793] lr: 7.500e-05, eta: 3:22:35, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9344, loss_cls: 0.8248, loss: 0.8248, grad_norm: 10.5868 2020-10-11 20:28:27,781 - mmaction - INFO - Epoch [44][680/1793] lr: 7.500e-05, eta: 3:22:15, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9490, loss_cls: 0.7361, loss: 0.7361, grad_norm: 10.1407 2020-10-11 20:28:47,398 - mmaction - INFO - Epoch [44][700/1793] lr: 7.500e-05, eta: 3:21:54, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9500, loss_cls: 0.7841, loss: 0.7841, grad_norm: 10.3706 2020-10-11 20:29:08,826 - mmaction - INFO - Epoch [44][720/1793] lr: 7.500e-05, eta: 3:21:34, time: 1.072, data_time: 0.007, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9354, loss_cls: 0.7985, loss: 0.7985, grad_norm: 10.3556 2020-10-11 20:29:28,127 - mmaction - INFO - Epoch [44][740/1793] lr: 7.500e-05, eta: 3:21:13, time: 0.965, data_time: 0.003, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9375, loss_cls: 0.7669, loss: 0.7669, grad_norm: 10.4261 2020-10-11 20:29:49,157 - mmaction - INFO - Epoch [44][760/1793] lr: 7.500e-05, eta: 3:20:53, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9427, loss_cls: 0.7849, loss: 0.7849, grad_norm: 10.2719 2020-10-11 20:30:09,173 - mmaction - INFO - Epoch [44][780/1793] lr: 7.500e-05, eta: 3:20:32, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9292, loss_cls: 0.8535, loss: 0.8535, grad_norm: 10.9838 2020-10-11 20:30:28,963 - mmaction - INFO - Epoch [44][800/1793] lr: 7.500e-05, eta: 3:20:12, time: 0.989, data_time: 0.002, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9510, loss_cls: 0.7519, loss: 0.7519, grad_norm: 10.1506 2020-10-11 20:30:48,924 - mmaction - INFO - Epoch [44][820/1793] lr: 7.500e-05, eta: 3:19:51, time: 0.997, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9260, loss_cls: 0.8266, loss: 0.8266, grad_norm: 10.1846 2020-10-11 20:31:08,755 - mmaction - INFO - Epoch [44][840/1793] lr: 7.500e-05, eta: 3:19:31, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9240, loss_cls: 0.8979, loss: 0.8979, grad_norm: 10.9413 2020-10-11 20:31:29,286 - mmaction - INFO - Epoch [44][860/1793] lr: 7.500e-05, eta: 3:19:10, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9344, loss_cls: 0.8842, loss: 0.8842, grad_norm: 10.8182 2020-10-11 20:31:49,211 - mmaction - INFO - Epoch [44][880/1793] lr: 7.500e-05, eta: 3:18:50, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.7863, loss: 0.7863, grad_norm: 10.6156 2020-10-11 20:32:09,069 - mmaction - INFO - Epoch [44][900/1793] lr: 7.500e-05, eta: 3:18:29, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9365, loss_cls: 0.8114, loss: 0.8114, grad_norm: 10.5003 2020-10-11 20:32:29,012 - mmaction - INFO - Epoch [44][920/1793] lr: 7.500e-05, eta: 3:18:09, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9333, loss_cls: 0.8169, loss: 0.8169, grad_norm: 10.6458 2020-10-11 20:32:48,779 - mmaction - INFO - Epoch [44][940/1793] lr: 7.500e-05, eta: 3:17:48, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9208, loss_cls: 0.8351, loss: 0.8351, grad_norm: 10.1949 2020-10-11 20:33:09,241 - mmaction - INFO - Epoch [44][960/1793] lr: 7.500e-05, eta: 3:17:28, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9323, loss_cls: 0.7713, loss: 0.7713, grad_norm: 10.0273 2020-10-11 20:33:29,039 - mmaction - INFO - Epoch [44][980/1793] lr: 7.500e-05, eta: 3:17:07, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9438, loss_cls: 0.8025, loss: 0.8025, grad_norm: 10.7148 2020-10-11 20:33:49,370 - mmaction - INFO - Epoch [44][1000/1793] lr: 7.500e-05, eta: 3:16:47, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7635, top5_acc: 0.9323, loss_cls: 0.8613, loss: 0.8613, grad_norm: 10.9904 2020-10-11 20:34:08,977 - mmaction - INFO - Epoch [44][1020/1793] lr: 7.500e-05, eta: 3:16:26, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9313, loss_cls: 0.8725, loss: 0.8725, grad_norm: 10.9635 2020-10-11 20:34:29,003 - mmaction - INFO - Epoch [44][1040/1793] lr: 7.500e-05, eta: 3:16:06, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9458, loss_cls: 0.7696, loss: 0.7696, grad_norm: 10.3744 2020-10-11 20:34:48,494 - mmaction - INFO - Epoch [44][1060/1793] lr: 7.500e-05, eta: 3:15:45, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9396, loss_cls: 0.7734, loss: 0.7734, grad_norm: 9.8556 2020-10-11 20:35:08,622 - mmaction - INFO - Epoch [44][1080/1793] lr: 7.500e-05, eta: 3:15:25, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9229, loss_cls: 0.8927, loss: 0.8927, grad_norm: 10.9708 2020-10-11 20:35:28,337 - mmaction - INFO - Epoch [44][1100/1793] lr: 7.500e-05, eta: 3:15:04, time: 0.986, data_time: 0.002, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9396, loss_cls: 0.7678, loss: 0.7678, grad_norm: 10.0712 2020-10-11 20:35:48,522 - mmaction - INFO - Epoch [44][1120/1793] lr: 7.500e-05, eta: 3:14:43, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9510, loss_cls: 0.7166, loss: 0.7166, grad_norm: 9.8190 2020-10-11 20:36:08,509 - mmaction - INFO - Epoch [44][1140/1793] lr: 7.500e-05, eta: 3:14:23, time: 1.002, data_time: 0.006, memory: 10390, top1_acc: 0.8208, top5_acc: 0.9385, loss_cls: 0.7562, loss: 0.7562, grad_norm: 9.7002 2020-10-11 20:36:28,903 - mmaction - INFO - Epoch [44][1160/1793] lr: 7.500e-05, eta: 3:14:03, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9344, loss_cls: 0.7704, loss: 0.7704, grad_norm: 10.0586 2020-10-11 20:36:48,420 - mmaction - INFO - Epoch [44][1180/1793] lr: 7.500e-05, eta: 3:13:42, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9542, loss_cls: 0.7073, loss: 0.7073, grad_norm: 9.8805 2020-10-11 20:37:08,108 - mmaction - INFO - Epoch [44][1200/1793] lr: 7.500e-05, eta: 3:13:21, time: 0.984, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9406, loss_cls: 0.7894, loss: 0.7894, grad_norm: 10.2760 2020-10-11 20:37:27,975 - mmaction - INFO - Epoch [44][1220/1793] lr: 7.500e-05, eta: 3:13:01, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8090, loss: 0.8090, grad_norm: 10.5996 2020-10-11 20:37:47,824 - mmaction - INFO - Epoch [44][1240/1793] lr: 7.500e-05, eta: 3:12:40, time: 0.993, data_time: 0.006, memory: 10390, top1_acc: 0.7656, top5_acc: 0.9302, loss_cls: 0.8637, loss: 0.8637, grad_norm: 11.1695 2020-10-11 20:38:08,454 - mmaction - INFO - Epoch [44][1260/1793] lr: 7.500e-05, eta: 3:12:20, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8241, loss: 0.8241, grad_norm: 10.3826 2020-10-11 20:38:28,117 - mmaction - INFO - Epoch [44][1280/1793] lr: 7.500e-05, eta: 3:11:59, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9323, loss_cls: 0.8187, loss: 0.8187, grad_norm: 10.8655 2020-10-11 20:38:47,781 - mmaction - INFO - Epoch [44][1300/1793] lr: 7.500e-05, eta: 3:11:39, time: 0.982, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9427, loss_cls: 0.8043, loss: 0.8043, grad_norm: 10.5248 2020-10-11 20:39:07,515 - mmaction - INFO - Epoch [44][1320/1793] lr: 7.500e-05, eta: 3:11:18, time: 0.988, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9344, loss_cls: 0.8008, loss: 0.8008, grad_norm: 10.3439 2020-10-11 20:39:27,562 - mmaction - INFO - Epoch [44][1340/1793] lr: 7.500e-05, eta: 3:10:58, time: 1.000, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8291, loss: 0.8291, grad_norm: 10.8024 2020-10-11 20:39:47,819 - mmaction - INFO - Epoch [44][1360/1793] lr: 7.500e-05, eta: 3:10:37, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9260, loss_cls: 0.8462, loss: 0.8462, grad_norm: 11.0303 2020-10-11 20:40:08,027 - mmaction - INFO - Epoch [44][1380/1793] lr: 7.500e-05, eta: 3:10:17, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9385, loss_cls: 0.7866, loss: 0.7866, grad_norm: 10.3796 2020-10-11 20:40:28,274 - mmaction - INFO - Epoch [44][1400/1793] lr: 7.500e-05, eta: 3:09:56, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9375, loss_cls: 0.8092, loss: 0.8092, grad_norm: 10.1987 2020-10-11 20:40:47,866 - mmaction - INFO - Epoch [44][1420/1793] lr: 7.500e-05, eta: 3:09:36, time: 0.978, data_time: 0.006, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9385, loss_cls: 0.7798, loss: 0.7798, grad_norm: 9.9955 2020-10-11 20:41:07,622 - mmaction - INFO - Epoch [44][1440/1793] lr: 7.500e-05, eta: 3:09:15, time: 0.989, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9438, loss_cls: 0.7789, loss: 0.7789, grad_norm: 10.2823 2020-10-11 20:41:28,025 - mmaction - INFO - Epoch [44][1460/1793] lr: 7.500e-05, eta: 3:08:55, time: 1.017, data_time: 0.005, memory: 10390, top1_acc: 0.7469, top5_acc: 0.9323, loss_cls: 0.8605, loss: 0.8605, grad_norm: 10.9157 2020-10-11 20:41:48,134 - mmaction - INFO - Epoch [44][1480/1793] lr: 7.500e-05, eta: 3:08:34, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8709, loss: 0.8709, grad_norm: 10.9186 2020-10-11 20:42:07,867 - mmaction - INFO - Epoch [44][1500/1793] lr: 7.500e-05, eta: 3:08:14, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8385, loss: 0.8385, grad_norm: 10.6742 2020-10-11 20:42:28,345 - mmaction - INFO - Epoch [44][1520/1793] lr: 7.500e-05, eta: 3:07:53, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9271, loss_cls: 0.8183, loss: 0.8183, grad_norm: 10.3400 2020-10-11 20:42:48,373 - mmaction - INFO - Epoch [44][1540/1793] lr: 7.500e-05, eta: 3:07:33, time: 0.998, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9271, loss_cls: 0.8951, loss: 0.8951, grad_norm: 11.4287 2020-10-11 20:43:08,420 - mmaction - INFO - Epoch [44][1560/1793] lr: 7.500e-05, eta: 3:07:12, time: 1.006, data_time: 0.007, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9313, loss_cls: 0.8677, loss: 0.8677, grad_norm: 10.9572 2020-10-11 20:43:28,449 - mmaction - INFO - Epoch [44][1580/1793] lr: 7.500e-05, eta: 3:06:52, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.8043, loss: 0.8043, grad_norm: 10.3587 2020-10-11 20:43:48,377 - mmaction - INFO - Epoch [44][1600/1793] lr: 7.500e-05, eta: 3:06:31, time: 0.996, data_time: 0.002, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8101, loss: 0.8101, grad_norm: 10.3816 2020-10-11 20:44:08,702 - mmaction - INFO - Epoch [44][1620/1793] lr: 7.500e-05, eta: 3:06:11, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9469, loss_cls: 0.7586, loss: 0.7586, grad_norm: 10.1100 2020-10-11 20:44:28,661 - mmaction - INFO - Epoch [44][1640/1793] lr: 7.500e-05, eta: 3:05:50, time: 0.997, data_time: 0.007, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9240, loss_cls: 0.8612, loss: 0.8612, grad_norm: 10.2446 2020-10-11 20:44:49,174 - mmaction - INFO - Epoch [44][1660/1793] lr: 7.500e-05, eta: 3:05:30, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9406, loss_cls: 0.7989, loss: 0.7989, grad_norm: 10.5482 2020-10-11 20:45:08,676 - mmaction - INFO - Epoch [44][1680/1793] lr: 7.500e-05, eta: 3:05:09, time: 0.975, data_time: 0.003, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9354, loss_cls: 0.8182, loss: 0.8182, grad_norm: 10.4041 2020-10-11 20:45:28,431 - mmaction - INFO - Epoch [44][1700/1793] lr: 7.500e-05, eta: 3:04:49, time: 0.988, data_time: 0.002, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9333, loss_cls: 0.8189, loss: 0.8189, grad_norm: 10.3589 2020-10-11 20:45:48,976 - mmaction - INFO - Epoch [44][1720/1793] lr: 7.500e-05, eta: 3:04:28, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9312, loss_cls: 0.8147, loss: 0.8147, grad_norm: 10.3869 2020-10-11 20:46:08,601 - mmaction - INFO - Epoch [44][1740/1793] lr: 7.500e-05, eta: 3:04:08, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.8104, top5_acc: 0.9417, loss_cls: 0.7488, loss: 0.7488, grad_norm: 10.1386 2020-10-11 20:46:28,620 - mmaction - INFO - Epoch [44][1760/1793] lr: 7.500e-05, eta: 3:03:47, time: 1.003, data_time: 0.006, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9260, loss_cls: 0.8451, loss: 0.8451, grad_norm: 10.5397 2020-10-11 20:46:48,397 - mmaction - INFO - Epoch [44][1780/1793] lr: 7.500e-05, eta: 3:03:27, time: 0.989, data_time: 0.003, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9385, loss_cls: 0.8272, loss: 0.8272, grad_norm: 10.8353 2020-10-11 20:47:00,882 - mmaction - INFO - Saving checkpoint at 44 epochs 2020-10-11 20:47:29,542 - mmaction - INFO - Epoch [45][20/1793] lr: 7.500e-05, eta: 3:02:52, time: 1.322, data_time: 0.410, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9219, loss_cls: 0.8499, loss: 0.8499, grad_norm: 10.5772 2020-10-11 20:47:49,727 - mmaction - INFO - Epoch [45][40/1793] lr: 7.500e-05, eta: 3:02:32, time: 1.009, data_time: 0.003, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9469, loss_cls: 0.7808, loss: 0.7808, grad_norm: 10.3610 2020-10-11 20:48:09,441 - mmaction - INFO - Epoch [45][60/1793] lr: 7.500e-05, eta: 3:02:11, time: 0.983, data_time: 0.006, memory: 10390, top1_acc: 0.8125, top5_acc: 0.9438, loss_cls: 0.7143, loss: 0.7143, grad_norm: 9.7751 2020-10-11 20:48:28,899 - mmaction - INFO - Epoch [45][80/1793] lr: 7.500e-05, eta: 3:01:51, time: 0.976, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9313, loss_cls: 0.8371, loss: 0.8371, grad_norm: 10.8044 2020-10-11 20:48:49,380 - mmaction - INFO - Epoch [45][100/1793] lr: 7.500e-05, eta: 3:01:30, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9219, loss_cls: 0.8680, loss: 0.8680, grad_norm: 10.9756 2020-10-11 20:49:08,920 - mmaction - INFO - Epoch [45][120/1793] lr: 7.500e-05, eta: 3:01:10, time: 0.979, data_time: 0.006, memory: 10390, top1_acc: 0.8125, top5_acc: 0.9385, loss_cls: 0.7776, loss: 0.7776, grad_norm: 10.0561 2020-10-11 20:49:28,437 - mmaction - INFO - Epoch [45][140/1793] lr: 7.500e-05, eta: 3:00:49, time: 0.973, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9396, loss_cls: 0.8014, loss: 0.8014, grad_norm: 10.2993 2020-10-11 20:49:48,692 - mmaction - INFO - Epoch [45][160/1793] lr: 7.500e-05, eta: 3:00:29, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.8219, top5_acc: 0.9406, loss_cls: 0.7197, loss: 0.7197, grad_norm: 10.1494 2020-10-11 20:50:08,364 - mmaction - INFO - Epoch [45][180/1793] lr: 7.500e-05, eta: 3:00:08, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9292, loss_cls: 0.8795, loss: 0.8795, grad_norm: 10.7753 2020-10-11 20:50:27,993 - mmaction - INFO - Epoch [45][200/1793] lr: 7.500e-05, eta: 2:59:47, time: 0.982, data_time: 0.002, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9323, loss_cls: 0.7979, loss: 0.7979, grad_norm: 10.6079 2020-10-11 20:50:48,133 - mmaction - INFO - Epoch [45][220/1793] lr: 7.500e-05, eta: 2:59:27, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9490, loss_cls: 0.7463, loss: 0.7463, grad_norm: 10.3768 2020-10-11 20:51:08,130 - mmaction - INFO - Epoch [45][240/1793] lr: 7.500e-05, eta: 2:59:07, time: 1.001, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9490, loss_cls: 0.7666, loss: 0.7666, grad_norm: 10.1767 2020-10-11 20:51:27,490 - mmaction - INFO - Epoch [45][260/1793] lr: 7.500e-05, eta: 2:58:46, time: 0.968, data_time: 0.003, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9354, loss_cls: 0.8497, loss: 0.8497, grad_norm: 10.8545 2020-10-11 20:51:47,984 - mmaction - INFO - Epoch [45][280/1793] lr: 7.500e-05, eta: 2:58:26, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9365, loss_cls: 0.8319, loss: 0.8319, grad_norm: 10.3994 2020-10-11 20:52:08,069 - mmaction - INFO - Epoch [45][300/1793] lr: 7.500e-05, eta: 2:58:05, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7562, top5_acc: 0.9198, loss_cls: 0.8845, loss: 0.8845, grad_norm: 10.9338 2020-10-11 20:52:27,804 - mmaction - INFO - Epoch [45][320/1793] lr: 7.500e-05, eta: 2:57:44, time: 0.985, data_time: 0.004, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9229, loss_cls: 0.8743, loss: 0.8743, grad_norm: 10.7527 2020-10-11 20:52:47,544 - mmaction - INFO - Epoch [45][340/1793] lr: 7.500e-05, eta: 2:57:24, time: 0.987, data_time: 0.006, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9417, loss_cls: 0.8168, loss: 0.8168, grad_norm: 10.7967 2020-10-11 20:53:08,002 - mmaction - INFO - Epoch [45][360/1793] lr: 7.500e-05, eta: 2:57:04, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9271, loss_cls: 0.8761, loss: 0.8761, grad_norm: 10.7858 2020-10-11 20:53:28,126 - mmaction - INFO - Epoch [45][380/1793] lr: 7.500e-05, eta: 2:56:43, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9406, loss_cls: 0.7472, loss: 0.7472, grad_norm: 10.1207 2020-10-11 20:53:47,814 - mmaction - INFO - Epoch [45][400/1793] lr: 7.500e-05, eta: 2:56:23, time: 0.981, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9344, loss_cls: 0.8183, loss: 0.8183, grad_norm: 10.6373 2020-10-11 20:54:07,924 - mmaction - INFO - Epoch [45][420/1793] lr: 7.500e-05, eta: 2:56:02, time: 1.009, data_time: 0.007, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9479, loss_cls: 0.7069, loss: 0.7069, grad_norm: 9.7961 2020-10-11 20:54:28,048 - mmaction - INFO - Epoch [45][440/1793] lr: 7.500e-05, eta: 2:55:42, time: 1.005, data_time: 0.003, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9375, loss_cls: 0.7723, loss: 0.7723, grad_norm: 10.1622 2020-10-11 20:54:47,823 - mmaction - INFO - Epoch [45][460/1793] lr: 7.500e-05, eta: 2:55:21, time: 0.990, data_time: 0.004, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9417, loss_cls: 0.8047, loss: 0.8047, grad_norm: 10.4999 2020-10-11 20:55:08,068 - mmaction - INFO - Epoch [45][480/1793] lr: 7.500e-05, eta: 2:55:01, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.8105, loss: 0.8105, grad_norm: 10.6440 2020-10-11 20:55:27,759 - mmaction - INFO - Epoch [45][500/1793] lr: 7.500e-05, eta: 2:54:40, time: 0.984, data_time: 0.002, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8476, loss: 0.8476, grad_norm: 10.4322 2020-10-11 20:55:48,205 - mmaction - INFO - Epoch [45][520/1793] lr: 7.500e-05, eta: 2:54:20, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9448, loss_cls: 0.7788, loss: 0.7788, grad_norm: 10.4599 2020-10-11 20:56:08,379 - mmaction - INFO - Epoch [45][540/1793] lr: 7.500e-05, eta: 2:53:59, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9313, loss_cls: 0.8059, loss: 0.8059, grad_norm: 10.3625 2020-10-11 20:56:28,067 - mmaction - INFO - Epoch [45][560/1793] lr: 7.500e-05, eta: 2:53:39, time: 0.982, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9427, loss_cls: 0.7868, loss: 0.7868, grad_norm: 10.1728 2020-10-11 20:56:48,117 - mmaction - INFO - Epoch [45][580/1793] lr: 7.500e-05, eta: 2:53:18, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9302, loss_cls: 0.8241, loss: 0.8241, grad_norm: 10.2685 2020-10-11 20:57:08,076 - mmaction - INFO - Epoch [45][600/1793] lr: 7.500e-05, eta: 2:52:58, time: 0.996, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9448, loss_cls: 0.8321, loss: 0.8321, grad_norm: 10.8320 2020-10-11 20:57:28,452 - mmaction - INFO - Epoch [45][620/1793] lr: 7.500e-05, eta: 2:52:37, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9344, loss_cls: 0.8247, loss: 0.8247, grad_norm: 10.7076 2020-10-11 20:57:48,372 - mmaction - INFO - Epoch [45][640/1793] lr: 7.500e-05, eta: 2:52:17, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9437, loss_cls: 0.7719, loss: 0.7719, grad_norm: 10.4003 2020-10-11 20:58:08,637 - mmaction - INFO - Epoch [45][660/1793] lr: 7.500e-05, eta: 2:51:56, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9240, loss_cls: 0.8601, loss: 0.8601, grad_norm: 10.9901 2020-10-11 20:58:28,415 - mmaction - INFO - Epoch [45][680/1793] lr: 7.500e-05, eta: 2:51:36, time: 0.985, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9333, loss_cls: 0.8022, loss: 0.8022, grad_norm: 10.4208 2020-10-11 20:58:48,446 - mmaction - INFO - Epoch [45][700/1793] lr: 7.500e-05, eta: 2:51:15, time: 1.005, data_time: 0.008, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9542, loss_cls: 0.7654, loss: 0.7654, grad_norm: 10.3492 2020-10-11 20:59:08,357 - mmaction - INFO - Epoch [45][720/1793] lr: 7.500e-05, eta: 2:50:55, time: 0.994, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9333, loss_cls: 0.8263, loss: 0.8263, grad_norm: 10.5267 2020-10-11 20:59:28,477 - mmaction - INFO - Epoch [45][740/1793] lr: 7.500e-05, eta: 2:50:34, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9365, loss_cls: 0.7923, loss: 0.7923, grad_norm: 10.5476 2020-10-11 20:59:48,148 - mmaction - INFO - Epoch [45][760/1793] lr: 7.500e-05, eta: 2:50:14, time: 0.981, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8399, loss: 0.8399, grad_norm: 10.7861 2020-10-11 21:00:09,069 - mmaction - INFO - Epoch [45][780/1793] lr: 7.500e-05, eta: 2:49:53, time: 1.036, data_time: 0.007, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9427, loss_cls: 0.7786, loss: 0.7786, grad_norm: 10.4175 2020-10-11 21:00:29,516 - mmaction - INFO - Epoch [45][800/1793] lr: 7.500e-05, eta: 2:49:33, time: 1.035, data_time: 0.048, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9333, loss_cls: 0.7872, loss: 0.7872, grad_norm: 10.4470 2020-10-11 21:00:49,656 - mmaction - INFO - Epoch [45][820/1793] lr: 7.500e-05, eta: 2:49:12, time: 1.004, data_time: 0.007, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9375, loss_cls: 0.8405, loss: 0.8405, grad_norm: 11.3249 2020-10-11 21:01:09,531 - mmaction - INFO - Epoch [45][840/1793] lr: 7.500e-05, eta: 2:48:52, time: 0.996, data_time: 0.007, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9271, loss_cls: 0.7961, loss: 0.7961, grad_norm: 10.4018 2020-10-11 21:01:29,623 - mmaction - INFO - Epoch [45][860/1793] lr: 7.500e-05, eta: 2:48:32, time: 1.002, data_time: 0.007, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9313, loss_cls: 0.7881, loss: 0.7881, grad_norm: 10.0980 2020-10-11 21:01:49,889 - mmaction - INFO - Epoch [45][880/1793] lr: 7.500e-05, eta: 2:48:11, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9490, loss_cls: 0.7352, loss: 0.7352, grad_norm: 10.4229 2020-10-11 21:02:09,798 - mmaction - INFO - Epoch [45][900/1793] lr: 7.500e-05, eta: 2:47:51, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8382, loss: 0.8382, grad_norm: 10.8417 2020-10-11 21:02:29,786 - mmaction - INFO - Epoch [45][920/1793] lr: 7.500e-05, eta: 2:47:30, time: 1.002, data_time: 0.009, memory: 10390, top1_acc: 0.8219, top5_acc: 0.9458, loss_cls: 0.6732, loss: 0.6732, grad_norm: 9.7016 2020-10-11 21:02:49,657 - mmaction - INFO - Epoch [45][940/1793] lr: 7.500e-05, eta: 2:47:10, time: 0.992, data_time: 0.005, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9406, loss_cls: 0.7902, loss: 0.7902, grad_norm: 10.1984 2020-10-11 21:03:09,575 - mmaction - INFO - Epoch [45][960/1793] lr: 7.500e-05, eta: 2:46:49, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9146, loss_cls: 0.8765, loss: 0.8765, grad_norm: 11.0850 2020-10-11 21:03:29,508 - mmaction - INFO - Epoch [45][980/1793] lr: 7.500e-05, eta: 2:46:29, time: 0.994, data_time: 0.007, memory: 10390, top1_acc: 0.8177, top5_acc: 0.9417, loss_cls: 0.7281, loss: 0.7281, grad_norm: 9.5369 2020-10-11 21:03:49,826 - mmaction - INFO - Epoch [45][1000/1793] lr: 7.500e-05, eta: 2:46:08, time: 1.019, data_time: 0.007, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9375, loss_cls: 0.8121, loss: 0.8121, grad_norm: 10.5412 2020-10-11 21:04:09,959 - mmaction - INFO - Epoch [45][1020/1793] lr: 7.500e-05, eta: 2:45:48, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9281, loss_cls: 0.8002, loss: 0.8002, grad_norm: 10.4966 2020-10-11 21:04:29,889 - mmaction - INFO - Epoch [45][1040/1793] lr: 7.500e-05, eta: 2:45:27, time: 0.998, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9437, loss_cls: 0.7627, loss: 0.7627, grad_norm: 10.2452 2020-10-11 21:04:49,695 - mmaction - INFO - Epoch [45][1060/1793] lr: 7.500e-05, eta: 2:45:07, time: 0.988, data_time: 0.005, memory: 10390, top1_acc: 0.8146, top5_acc: 0.9427, loss_cls: 0.7516, loss: 0.7516, grad_norm: 10.0368 2020-10-11 21:05:10,703 - mmaction - INFO - Epoch [45][1080/1793] lr: 7.500e-05, eta: 2:44:46, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9385, loss_cls: 0.7647, loss: 0.7647, grad_norm: 10.4415 2020-10-11 21:05:30,211 - mmaction - INFO - Epoch [45][1100/1793] lr: 7.500e-05, eta: 2:44:26, time: 0.975, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9365, loss_cls: 0.7959, loss: 0.7959, grad_norm: 10.4771 2020-10-11 21:05:49,977 - mmaction - INFO - Epoch [45][1120/1793] lr: 7.500e-05, eta: 2:44:05, time: 0.986, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9406, loss_cls: 0.8235, loss: 0.8235, grad_norm: 10.7297 2020-10-11 21:06:10,360 - mmaction - INFO - Epoch [45][1140/1793] lr: 7.500e-05, eta: 2:43:45, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9385, loss_cls: 0.7868, loss: 0.7868, grad_norm: 10.1896 2020-10-11 21:06:30,136 - mmaction - INFO - Epoch [45][1160/1793] lr: 7.500e-05, eta: 2:43:24, time: 0.987, data_time: 0.005, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9385, loss_cls: 0.8030, loss: 0.8030, grad_norm: 10.5595 2020-10-11 21:06:50,750 - mmaction - INFO - Epoch [45][1180/1793] lr: 7.500e-05, eta: 2:43:04, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9385, loss_cls: 0.7897, loss: 0.7897, grad_norm: 10.4168 2020-10-11 21:07:10,546 - mmaction - INFO - Epoch [45][1200/1793] lr: 7.500e-05, eta: 2:42:43, time: 0.990, data_time: 0.003, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8771, loss: 0.8771, grad_norm: 11.0746 2020-10-11 21:07:30,631 - mmaction - INFO - Epoch [45][1220/1793] lr: 7.500e-05, eta: 2:42:23, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9427, loss_cls: 0.8060, loss: 0.8060, grad_norm: 10.6477 2020-10-11 21:07:50,412 - mmaction - INFO - Epoch [45][1240/1793] lr: 7.500e-05, eta: 2:42:02, time: 0.990, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9427, loss_cls: 0.7800, loss: 0.7800, grad_norm: 10.5126 2020-10-11 21:08:10,282 - mmaction - INFO - Epoch [45][1260/1793] lr: 7.500e-05, eta: 2:41:42, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7677, top5_acc: 0.9292, loss_cls: 0.8390, loss: 0.8390, grad_norm: 10.6896 2020-10-11 21:08:30,197 - mmaction - INFO - Epoch [45][1280/1793] lr: 7.500e-05, eta: 2:41:21, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9292, loss_cls: 0.8590, loss: 0.8590, grad_norm: 11.1167 2020-10-11 21:08:50,588 - mmaction - INFO - Epoch [45][1300/1793] lr: 7.500e-05, eta: 2:41:01, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.7969, loss: 0.7969, grad_norm: 10.4785 2020-10-11 21:09:10,894 - mmaction - INFO - Epoch [45][1320/1793] lr: 7.500e-05, eta: 2:40:41, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9344, loss_cls: 0.7993, loss: 0.7993, grad_norm: 10.1975 2020-10-11 21:09:31,243 - mmaction - INFO - Epoch [45][1340/1793] lr: 7.500e-05, eta: 2:40:20, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9375, loss_cls: 0.8420, loss: 0.8420, grad_norm: 11.1512 2020-10-11 21:09:51,520 - mmaction - INFO - Epoch [45][1360/1793] lr: 7.500e-05, eta: 2:40:00, time: 1.015, data_time: 0.004, memory: 10390, top1_acc: 0.8104, top5_acc: 0.9354, loss_cls: 0.7769, loss: 0.7769, grad_norm: 9.8881 2020-10-11 21:10:11,078 - mmaction - INFO - Epoch [45][1380/1793] lr: 7.500e-05, eta: 2:39:39, time: 0.977, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9458, loss_cls: 0.7691, loss: 0.7691, grad_norm: 10.0607 2020-10-11 21:10:31,195 - mmaction - INFO - Epoch [45][1400/1793] lr: 7.500e-05, eta: 2:39:19, time: 1.006, data_time: 0.003, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9271, loss_cls: 0.8386, loss: 0.8386, grad_norm: 10.7443 2020-10-11 21:10:51,135 - mmaction - INFO - Epoch [45][1420/1793] lr: 7.500e-05, eta: 2:38:58, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.7615, top5_acc: 0.9271, loss_cls: 0.8457, loss: 0.8457, grad_norm: 10.7304 2020-10-11 21:11:11,180 - mmaction - INFO - Epoch [45][1440/1793] lr: 7.500e-05, eta: 2:38:38, time: 1.002, data_time: 0.005, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9385, loss_cls: 0.8334, loss: 0.8334, grad_norm: 10.9175 2020-10-11 21:11:31,078 - mmaction - INFO - Epoch [45][1460/1793] lr: 7.500e-05, eta: 2:38:17, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9406, loss_cls: 0.8092, loss: 0.8092, grad_norm: 10.6041 2020-10-11 21:11:51,264 - mmaction - INFO - Epoch [45][1480/1793] lr: 7.500e-05, eta: 2:37:57, time: 1.010, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.8741, loss: 0.8741, grad_norm: 10.8960 2020-10-11 21:12:11,300 - mmaction - INFO - Epoch [45][1500/1793] lr: 7.500e-05, eta: 2:37:36, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9375, loss_cls: 0.8367, loss: 0.8367, grad_norm: 10.7882 2020-10-11 21:12:31,469 - mmaction - INFO - Epoch [45][1520/1793] lr: 7.500e-05, eta: 2:37:16, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.8352, loss: 0.8352, grad_norm: 10.9286 2020-10-11 21:12:51,531 - mmaction - INFO - Epoch [45][1540/1793] lr: 7.500e-05, eta: 2:36:55, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9229, loss_cls: 0.8270, loss: 0.8270, grad_norm: 10.2710 2020-10-11 21:13:11,615 - mmaction - INFO - Epoch [45][1560/1793] lr: 7.500e-05, eta: 2:36:35, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9344, loss_cls: 0.8530, loss: 0.8530, grad_norm: 10.9612 2020-10-11 21:13:31,772 - mmaction - INFO - Epoch [45][1580/1793] lr: 7.500e-05, eta: 2:36:14, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9229, loss_cls: 0.8090, loss: 0.8090, grad_norm: 10.7062 2020-10-11 21:13:52,147 - mmaction - INFO - Epoch [45][1600/1793] lr: 7.500e-05, eta: 2:35:54, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9333, loss_cls: 0.8291, loss: 0.8291, grad_norm: 10.8311 2020-10-11 21:14:11,936 - mmaction - INFO - Epoch [45][1620/1793] lr: 7.500e-05, eta: 2:35:33, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9396, loss_cls: 0.7533, loss: 0.7533, grad_norm: 10.4495 2020-10-11 21:14:31,759 - mmaction - INFO - Epoch [45][1640/1793] lr: 7.500e-05, eta: 2:35:13, time: 0.993, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9333, loss_cls: 0.7619, loss: 0.7619, grad_norm: 10.2370 2020-10-11 21:14:51,808 - mmaction - INFO - Epoch [45][1660/1793] lr: 7.500e-05, eta: 2:34:53, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.7924, loss: 0.7924, grad_norm: 10.5233 2020-10-11 21:15:11,964 - mmaction - INFO - Epoch [45][1680/1793] lr: 7.500e-05, eta: 2:34:32, time: 1.008, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9375, loss_cls: 0.7899, loss: 0.7899, grad_norm: 10.7187 2020-10-11 21:15:32,004 - mmaction - INFO - Epoch [45][1700/1793] lr: 7.500e-05, eta: 2:34:12, time: 1.001, data_time: 0.003, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9323, loss_cls: 0.8009, loss: 0.8009, grad_norm: 10.5063 2020-10-11 21:15:51,862 - mmaction - INFO - Epoch [45][1720/1793] lr: 7.500e-05, eta: 2:33:51, time: 0.993, data_time: 0.003, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.8076, loss: 0.8076, grad_norm: 10.8372 2020-10-11 21:16:12,097 - mmaction - INFO - Epoch [45][1740/1793] lr: 7.500e-05, eta: 2:33:31, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9312, loss_cls: 0.8107, loss: 0.8107, grad_norm: 10.6904 2020-10-11 21:16:31,934 - mmaction - INFO - Epoch [45][1760/1793] lr: 7.500e-05, eta: 2:33:10, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9333, loss_cls: 0.8482, loss: 0.8482, grad_norm: 10.5214 2020-10-11 21:16:51,906 - mmaction - INFO - Epoch [45][1780/1793] lr: 7.500e-05, eta: 2:32:50, time: 0.998, data_time: 0.002, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9396, loss_cls: 0.7883, loss: 0.7883, grad_norm: 10.5767 2020-10-11 21:17:04,327 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-11 21:17:39,028 - mmaction - INFO - Epoch [46][20/1793] lr: 7.500e-05, eta: 2:32:16, time: 1.644, data_time: 0.710, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9500, loss_cls: 0.7288, loss: 0.7288, grad_norm: 10.7200 2020-10-11 21:17:57,472 - mmaction - INFO - Epoch [46][40/1793] lr: 7.500e-05, eta: 2:31:55, time: 0.922, data_time: 0.003, memory: 10390, top1_acc: 0.8198, top5_acc: 0.9448, loss_cls: 0.7258, loss: 0.7258, grad_norm: 10.2120 2020-10-11 21:18:17,961 - mmaction - INFO - Epoch [46][60/1793] lr: 7.500e-05, eta: 2:31:35, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9354, loss_cls: 0.7949, loss: 0.7949, grad_norm: 10.4016 2020-10-11 21:18:37,729 - mmaction - INFO - Epoch [46][80/1793] lr: 7.500e-05, eta: 2:31:14, time: 0.989, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9333, loss_cls: 0.8299, loss: 0.8299, grad_norm: 10.4880 2020-10-11 21:18:57,533 - mmaction - INFO - Epoch [46][100/1793] lr: 7.500e-05, eta: 2:30:54, time: 0.991, data_time: 0.003, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9292, loss_cls: 0.8096, loss: 0.8096, grad_norm: 10.1824 2020-10-11 21:19:17,703 - mmaction - INFO - Epoch [46][120/1793] lr: 7.500e-05, eta: 2:30:33, time: 1.009, data_time: 0.006, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9344, loss_cls: 0.7730, loss: 0.7730, grad_norm: 10.3347 2020-10-11 21:19:37,867 - mmaction - INFO - Epoch [46][140/1793] lr: 7.500e-05, eta: 2:30:13, time: 1.008, data_time: 0.007, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9365, loss_cls: 0.7781, loss: 0.7781, grad_norm: 10.4143 2020-10-11 21:19:57,869 - mmaction - INFO - Epoch [46][160/1793] lr: 7.500e-05, eta: 2:29:52, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9271, loss_cls: 0.8430, loss: 0.8430, grad_norm: 10.6715 2020-10-11 21:20:17,935 - mmaction - INFO - Epoch [46][180/1793] lr: 7.500e-05, eta: 2:29:32, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9458, loss_cls: 0.7465, loss: 0.7465, grad_norm: 9.9323 2020-10-11 21:20:38,147 - mmaction - INFO - Epoch [46][200/1793] lr: 7.500e-05, eta: 2:29:12, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9281, loss_cls: 0.7951, loss: 0.7951, grad_norm: 10.3568 2020-10-11 21:20:58,226 - mmaction - INFO - Epoch [46][220/1793] lr: 7.500e-05, eta: 2:28:51, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.8131, loss: 0.8131, grad_norm: 10.4864 2020-10-11 21:21:18,101 - mmaction - INFO - Epoch [46][240/1793] lr: 7.500e-05, eta: 2:28:31, time: 0.992, data_time: 0.006, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9333, loss_cls: 0.7656, loss: 0.7656, grad_norm: 10.1958 2020-10-11 21:21:38,353 - mmaction - INFO - Epoch [46][260/1793] lr: 7.500e-05, eta: 2:28:10, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9396, loss_cls: 0.7456, loss: 0.7456, grad_norm: 10.3752 2020-10-11 21:21:58,293 - mmaction - INFO - Epoch [46][280/1793] lr: 7.500e-05, eta: 2:27:50, time: 0.997, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9281, loss_cls: 0.8282, loss: 0.8282, grad_norm: 10.5747 2020-10-11 21:22:18,530 - mmaction - INFO - Epoch [46][300/1793] lr: 7.500e-05, eta: 2:27:29, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9406, loss_cls: 0.7716, loss: 0.7716, grad_norm: 10.5458 2020-10-11 21:22:38,936 - mmaction - INFO - Epoch [46][320/1793] lr: 7.500e-05, eta: 2:27:09, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9427, loss_cls: 0.7771, loss: 0.7771, grad_norm: 10.8223 2020-10-11 21:22:58,795 - mmaction - INFO - Epoch [46][340/1793] lr: 7.500e-05, eta: 2:26:48, time: 0.993, data_time: 0.004, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.7895, loss: 0.7895, grad_norm: 10.4772 2020-10-11 21:23:19,034 - mmaction - INFO - Epoch [46][360/1793] lr: 7.500e-05, eta: 2:26:28, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.7930, loss: 0.7930, grad_norm: 10.1162 2020-10-11 21:23:39,351 - mmaction - INFO - Epoch [46][380/1793] lr: 7.500e-05, eta: 2:26:07, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8415, loss: 0.8415, grad_norm: 10.6911 2020-10-11 21:23:59,394 - mmaction - INFO - Epoch [46][400/1793] lr: 7.500e-05, eta: 2:25:47, time: 1.003, data_time: 0.003, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9417, loss_cls: 0.7661, loss: 0.7661, grad_norm: 10.3425 2020-10-11 21:24:19,495 - mmaction - INFO - Epoch [46][420/1793] lr: 7.500e-05, eta: 2:25:26, time: 1.003, data_time: 0.005, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9396, loss_cls: 0.7481, loss: 0.7481, grad_norm: 10.1163 2020-10-11 21:24:39,668 - mmaction - INFO - Epoch [46][440/1793] lr: 7.500e-05, eta: 2:25:06, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9344, loss_cls: 0.8317, loss: 0.8317, grad_norm: 10.6329 2020-10-11 21:25:00,823 - mmaction - INFO - Epoch [46][460/1793] lr: 7.500e-05, eta: 2:24:46, time: 1.058, data_time: 0.003, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8746, loss: 0.8746, grad_norm: 10.9771 2020-10-11 21:25:20,894 - mmaction - INFO - Epoch [46][480/1793] lr: 7.500e-05, eta: 2:24:25, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8127, loss: 0.8127, grad_norm: 10.7802 2020-10-11 21:25:41,151 - mmaction - INFO - Epoch [46][500/1793] lr: 7.500e-05, eta: 2:24:05, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9271, loss_cls: 0.8515, loss: 0.8515, grad_norm: 11.0044 2020-10-11 21:26:01,833 - mmaction - INFO - Epoch [46][520/1793] lr: 7.500e-05, eta: 2:23:44, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.7667, top5_acc: 0.9146, loss_cls: 0.8678, loss: 0.8678, grad_norm: 10.5639 2020-10-11 21:26:21,634 - mmaction - INFO - Epoch [46][540/1793] lr: 7.500e-05, eta: 2:23:24, time: 0.988, data_time: 0.004, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9271, loss_cls: 0.8451, loss: 0.8451, grad_norm: 10.5943 2020-10-11 21:26:42,301 - mmaction - INFO - Epoch [46][560/1793] lr: 7.500e-05, eta: 2:23:03, time: 1.035, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9344, loss_cls: 0.7931, loss: 0.7931, grad_norm: 10.3020 2020-10-11 21:27:02,660 - mmaction - INFO - Epoch [46][580/1793] lr: 7.500e-05, eta: 2:22:43, time: 1.019, data_time: 0.004, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9260, loss_cls: 0.8644, loss: 0.8644, grad_norm: 10.9265 2020-10-11 21:27:23,358 - mmaction - INFO - Epoch [46][600/1793] lr: 7.500e-05, eta: 2:22:23, time: 1.033, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9531, loss_cls: 0.7773, loss: 0.7773, grad_norm: 10.4786 2020-10-11 21:27:44,340 - mmaction - INFO - Epoch [46][620/1793] lr: 7.500e-05, eta: 2:22:02, time: 1.051, data_time: 0.006, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9281, loss_cls: 0.8463, loss: 0.8463, grad_norm: 10.7939 2020-10-11 21:28:04,546 - mmaction - INFO - Epoch [46][640/1793] lr: 7.500e-05, eta: 2:21:42, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9469, loss_cls: 0.7661, loss: 0.7661, grad_norm: 10.0886 2020-10-11 21:28:25,371 - mmaction - INFO - Epoch [46][660/1793] lr: 7.500e-05, eta: 2:21:21, time: 1.040, data_time: 0.006, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9344, loss_cls: 0.8584, loss: 0.8584, grad_norm: 10.7646 2020-10-11 21:28:45,168 - mmaction - INFO - Epoch [46][680/1793] lr: 7.500e-05, eta: 2:21:01, time: 0.991, data_time: 0.006, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9281, loss_cls: 0.8678, loss: 0.8678, grad_norm: 10.7682 2020-10-11 21:29:05,785 - mmaction - INFO - Epoch [46][700/1793] lr: 7.500e-05, eta: 2:20:41, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9448, loss_cls: 0.7559, loss: 0.7559, grad_norm: 10.1319 2020-10-11 21:29:26,466 - mmaction - INFO - Epoch [46][720/1793] lr: 7.500e-05, eta: 2:20:20, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.7947, loss: 0.7947, grad_norm: 10.3936 2020-10-11 21:29:47,156 - mmaction - INFO - Epoch [46][740/1793] lr: 7.500e-05, eta: 2:20:00, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9354, loss_cls: 0.8064, loss: 0.8064, grad_norm: 10.4882 2020-10-11 21:30:07,665 - mmaction - INFO - Epoch [46][760/1793] lr: 7.500e-05, eta: 2:19:39, time: 1.025, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9354, loss_cls: 0.8243, loss: 0.8243, grad_norm: 10.6899 2020-10-11 21:30:27,902 - mmaction - INFO - Epoch [46][780/1793] lr: 7.500e-05, eta: 2:19:19, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9417, loss_cls: 0.7774, loss: 0.7774, grad_norm: 10.8297 2020-10-11 21:30:47,963 - mmaction - INFO - Epoch [46][800/1793] lr: 7.500e-05, eta: 2:18:58, time: 1.001, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.8211, loss: 0.8211, grad_norm: 10.9004 2020-10-11 21:31:08,667 - mmaction - INFO - Epoch [46][820/1793] lr: 7.500e-05, eta: 2:18:38, time: 1.037, data_time: 0.006, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9406, loss_cls: 0.7704, loss: 0.7704, grad_norm: 10.1071 2020-10-11 21:31:28,877 - mmaction - INFO - Epoch [46][840/1793] lr: 7.500e-05, eta: 2:18:18, time: 1.011, data_time: 0.003, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9302, loss_cls: 0.8239, loss: 0.8239, grad_norm: 10.7446 2020-10-11 21:31:49,235 - mmaction - INFO - Epoch [46][860/1793] lr: 7.500e-05, eta: 2:17:57, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9292, loss_cls: 0.8515, loss: 0.8515, grad_norm: 10.9277 2020-10-11 21:32:09,313 - mmaction - INFO - Epoch [46][880/1793] lr: 7.500e-05, eta: 2:17:37, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9292, loss_cls: 0.8275, loss: 0.8275, grad_norm: 10.6689 2020-10-11 21:32:30,115 - mmaction - INFO - Epoch [46][900/1793] lr: 7.500e-05, eta: 2:17:16, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9448, loss_cls: 0.7798, loss: 0.7798, grad_norm: 10.5237 2020-10-11 21:32:50,431 - mmaction - INFO - Epoch [46][920/1793] lr: 7.500e-05, eta: 2:16:56, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9437, loss_cls: 0.7726, loss: 0.7726, grad_norm: 10.6399 2020-10-11 21:33:10,659 - mmaction - INFO - Epoch [46][940/1793] lr: 7.500e-05, eta: 2:16:35, time: 1.013, data_time: 0.003, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9385, loss_cls: 0.8163, loss: 0.8163, grad_norm: 10.3544 2020-10-11 21:33:31,240 - mmaction - INFO - Epoch [46][960/1793] lr: 7.500e-05, eta: 2:16:15, time: 1.029, data_time: 0.004, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9312, loss_cls: 0.8094, loss: 0.8094, grad_norm: 10.7680 2020-10-11 21:33:51,315 - mmaction - INFO - Epoch [46][980/1793] lr: 7.500e-05, eta: 2:15:55, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9365, loss_cls: 0.8056, loss: 0.8056, grad_norm: 10.6086 2020-10-11 21:34:11,911 - mmaction - INFO - Epoch [46][1000/1793] lr: 7.500e-05, eta: 2:15:34, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9219, loss_cls: 0.8080, loss: 0.8080, grad_norm: 10.7089 2020-10-11 21:34:33,044 - mmaction - INFO - Epoch [46][1020/1793] lr: 7.500e-05, eta: 2:15:14, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9458, loss_cls: 0.7753, loss: 0.7753, grad_norm: 10.6546 2020-10-11 21:34:52,919 - mmaction - INFO - Epoch [46][1040/1793] lr: 7.500e-05, eta: 2:14:53, time: 0.994, data_time: 0.003, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9427, loss_cls: 0.8280, loss: 0.8280, grad_norm: 11.0435 2020-10-11 21:35:13,357 - mmaction - INFO - Epoch [46][1060/1793] lr: 7.500e-05, eta: 2:14:33, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9354, loss_cls: 0.8302, loss: 0.8302, grad_norm: 11.3287 2020-10-11 21:35:34,321 - mmaction - INFO - Epoch [46][1080/1793] lr: 7.500e-05, eta: 2:14:12, time: 1.050, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9333, loss_cls: 0.8063, loss: 0.8063, grad_norm: 10.4987 2020-10-11 21:35:54,643 - mmaction - INFO - Epoch [46][1100/1793] lr: 7.500e-05, eta: 2:13:52, time: 1.016, data_time: 0.002, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9354, loss_cls: 0.7988, loss: 0.7988, grad_norm: 10.7048 2020-10-11 21:36:15,292 - mmaction - INFO - Epoch [46][1120/1793] lr: 7.500e-05, eta: 2:13:32, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9292, loss_cls: 0.7898, loss: 0.7898, grad_norm: 10.7512 2020-10-11 21:36:35,373 - mmaction - INFO - Epoch [46][1140/1793] lr: 7.500e-05, eta: 2:13:11, time: 1.004, data_time: 0.004, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9396, loss_cls: 0.7450, loss: 0.7450, grad_norm: 10.5194 2020-10-11 21:36:55,997 - mmaction - INFO - Epoch [46][1160/1793] lr: 7.500e-05, eta: 2:12:51, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9406, loss_cls: 0.7643, loss: 0.7643, grad_norm: 10.4805 2020-10-11 21:37:16,351 - mmaction - INFO - Epoch [46][1180/1793] lr: 7.500e-05, eta: 2:12:30, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9250, loss_cls: 0.8474, loss: 0.8474, grad_norm: 10.7734 2020-10-11 21:37:36,383 - mmaction - INFO - Epoch [46][1200/1793] lr: 7.500e-05, eta: 2:12:10, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9375, loss_cls: 0.8287, loss: 0.8287, grad_norm: 10.8089 2020-10-11 21:37:56,679 - mmaction - INFO - Epoch [46][1220/1793] lr: 7.500e-05, eta: 2:11:49, time: 1.015, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9292, loss_cls: 0.8109, loss: 0.8109, grad_norm: 10.9529 2020-10-11 21:38:17,068 - mmaction - INFO - Epoch [46][1240/1793] lr: 7.500e-05, eta: 2:11:29, time: 1.018, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8755, loss: 0.8755, grad_norm: 11.0580 2020-10-11 21:38:38,026 - mmaction - INFO - Epoch [46][1260/1793] lr: 7.500e-05, eta: 2:11:09, time: 1.049, data_time: 0.005, memory: 10390, top1_acc: 0.7604, top5_acc: 0.9323, loss_cls: 0.8507, loss: 0.8507, grad_norm: 10.5806 2020-10-11 21:38:58,020 - mmaction - INFO - Epoch [46][1280/1793] lr: 7.500e-05, eta: 2:10:48, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9385, loss_cls: 0.7894, loss: 0.7894, grad_norm: 10.3300 2020-10-11 21:39:18,551 - mmaction - INFO - Epoch [46][1300/1793] lr: 7.500e-05, eta: 2:10:28, time: 1.025, data_time: 0.004, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9438, loss_cls: 0.7562, loss: 0.7562, grad_norm: 10.3917 2020-10-11 21:39:39,208 - mmaction - INFO - Epoch [46][1320/1793] lr: 7.500e-05, eta: 2:10:07, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9365, loss_cls: 0.7727, loss: 0.7727, grad_norm: 9.9509 2020-10-11 21:40:00,197 - mmaction - INFO - Epoch [46][1340/1793] lr: 7.500e-05, eta: 2:09:47, time: 1.050, data_time: 0.003, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9354, loss_cls: 0.7902, loss: 0.7902, grad_norm: 10.3427 2020-10-11 21:40:20,564 - mmaction - INFO - Epoch [46][1360/1793] lr: 7.500e-05, eta: 2:09:27, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.8177, top5_acc: 0.9510, loss_cls: 0.7147, loss: 0.7147, grad_norm: 10.2324 2020-10-11 21:40:40,842 - mmaction - INFO - Epoch [46][1380/1793] lr: 7.500e-05, eta: 2:09:06, time: 1.017, data_time: 0.007, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9333, loss_cls: 0.7904, loss: 0.7904, grad_norm: 10.4407 2020-10-11 21:41:01,546 - mmaction - INFO - Epoch [46][1400/1793] lr: 7.500e-05, eta: 2:08:46, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.8421, loss: 0.8421, grad_norm: 10.9445 2020-10-11 21:41:21,808 - mmaction - INFO - Epoch [46][1420/1793] lr: 7.500e-05, eta: 2:08:25, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9354, loss_cls: 0.8310, loss: 0.8310, grad_norm: 10.6503 2020-10-11 21:41:42,163 - mmaction - INFO - Epoch [46][1440/1793] lr: 7.500e-05, eta: 2:08:05, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9344, loss_cls: 0.8081, loss: 0.8081, grad_norm: 10.6999 2020-10-11 21:42:02,169 - mmaction - INFO - Epoch [46][1460/1793] lr: 7.500e-05, eta: 2:07:44, time: 1.000, data_time: 0.002, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9375, loss_cls: 0.7946, loss: 0.7946, grad_norm: 10.5197 2020-10-11 21:42:22,650 - mmaction - INFO - Epoch [46][1480/1793] lr: 7.500e-05, eta: 2:07:24, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9385, loss_cls: 0.7899, loss: 0.7899, grad_norm: 10.7508 2020-10-11 21:42:43,027 - mmaction - INFO - Epoch [46][1500/1793] lr: 7.500e-05, eta: 2:07:04, time: 1.017, data_time: 0.003, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9260, loss_cls: 0.7728, loss: 0.7728, grad_norm: 10.1539 2020-10-11 21:43:03,380 - mmaction - INFO - Epoch [46][1520/1793] lr: 7.500e-05, eta: 2:06:43, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8232, loss: 0.8232, grad_norm: 10.7336 2020-10-11 21:43:23,862 - mmaction - INFO - Epoch [46][1540/1793] lr: 7.500e-05, eta: 2:06:23, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8304, loss: 0.8304, grad_norm: 10.7728 2020-10-11 21:43:44,193 - mmaction - INFO - Epoch [46][1560/1793] lr: 7.500e-05, eta: 2:06:02, time: 1.021, data_time: 0.007, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9458, loss_cls: 0.7270, loss: 0.7270, grad_norm: 10.4961 2020-10-11 21:44:04,440 - mmaction - INFO - Epoch [46][1580/1793] lr: 7.500e-05, eta: 2:05:42, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8349, loss: 0.8349, grad_norm: 10.3765 2020-10-11 21:44:24,758 - mmaction - INFO - Epoch [46][1600/1793] lr: 7.500e-05, eta: 2:05:21, time: 1.016, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9323, loss_cls: 0.8377, loss: 0.8377, grad_norm: 10.7125 2020-10-11 21:44:45,437 - mmaction - INFO - Epoch [46][1620/1793] lr: 7.500e-05, eta: 2:05:01, time: 1.034, data_time: 0.002, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9292, loss_cls: 0.8463, loss: 0.8463, grad_norm: 10.6065 2020-10-11 21:45:07,096 - mmaction - INFO - Epoch [46][1640/1793] lr: 7.500e-05, eta: 2:04:41, time: 1.083, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9396, loss_cls: 0.7652, loss: 0.7652, grad_norm: 10.3972 2020-10-11 21:45:26,695 - mmaction - INFO - Epoch [46][1660/1793] lr: 7.500e-05, eta: 2:04:20, time: 0.979, data_time: 0.002, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.7924, loss: 0.7924, grad_norm: 10.6639 2020-10-11 21:45:47,408 - mmaction - INFO - Epoch [46][1680/1793] lr: 7.500e-05, eta: 2:04:00, time: 1.036, data_time: 0.003, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9365, loss_cls: 0.8037, loss: 0.8037, grad_norm: 10.6658 2020-10-11 21:46:08,109 - mmaction - INFO - Epoch [46][1700/1793] lr: 7.500e-05, eta: 2:03:39, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9396, loss_cls: 0.7984, loss: 0.7984, grad_norm: 10.7988 2020-10-11 21:46:28,457 - mmaction - INFO - Epoch [46][1720/1793] lr: 7.500e-05, eta: 2:03:19, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9240, loss_cls: 0.8632, loss: 0.8632, grad_norm: 10.9688 2020-10-11 21:46:48,562 - mmaction - INFO - Epoch [46][1740/1793] lr: 7.500e-05, eta: 2:02:58, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9271, loss_cls: 0.8571, loss: 0.8571, grad_norm: 10.7551 2020-10-11 21:47:09,092 - mmaction - INFO - Epoch [46][1760/1793] lr: 7.500e-05, eta: 2:02:38, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9250, loss_cls: 0.8171, loss: 0.8171, grad_norm: 10.4392 2020-10-11 21:47:29,590 - mmaction - INFO - Epoch [46][1780/1793] lr: 7.500e-05, eta: 2:02:18, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9417, loss_cls: 0.7536, loss: 0.7536, grad_norm: 10.7295 2020-10-11 21:47:42,289 - mmaction - INFO - Saving checkpoint at 46 epochs 2020-10-11 21:48:10,448 - mmaction - INFO - Epoch [47][20/1793] lr: 7.500e-05, eta: 2:01:43, time: 1.373, data_time: 0.461, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9292, loss_cls: 0.8126, loss: 0.8126, grad_norm: 10.5347 2020-10-11 21:48:30,481 - mmaction - INFO - Epoch [47][40/1793] lr: 7.500e-05, eta: 2:01:23, time: 1.002, data_time: 0.002, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9271, loss_cls: 0.8286, loss: 0.8286, grad_norm: 10.5958 2020-10-11 21:48:51,002 - mmaction - INFO - Epoch [47][60/1793] lr: 7.500e-05, eta: 2:01:02, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9292, loss_cls: 0.8569, loss: 0.8569, grad_norm: 11.0722 2020-10-11 21:49:10,939 - mmaction - INFO - Epoch [47][80/1793] lr: 7.500e-05, eta: 2:00:42, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9437, loss_cls: 0.7488, loss: 0.7488, grad_norm: 10.4211 2020-10-11 21:49:31,576 - mmaction - INFO - Epoch [47][100/1793] lr: 7.500e-05, eta: 2:00:22, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9333, loss_cls: 0.8073, loss: 0.8073, grad_norm: 10.6311 2020-10-11 21:49:52,580 - mmaction - INFO - Epoch [47][120/1793] lr: 7.500e-05, eta: 2:00:01, time: 1.050, data_time: 0.002, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9188, loss_cls: 0.8504, loss: 0.8504, grad_norm: 10.6598 2020-10-11 21:50:13,444 - mmaction - INFO - Epoch [47][140/1793] lr: 7.500e-05, eta: 1:59:41, time: 1.044, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9469, loss_cls: 0.7450, loss: 0.7450, grad_norm: 10.6297 2020-10-11 21:50:34,631 - mmaction - INFO - Epoch [47][160/1793] lr: 7.500e-05, eta: 1:59:20, time: 1.058, data_time: 0.002, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9271, loss_cls: 0.7964, loss: 0.7964, grad_norm: 10.2178 2020-10-11 21:50:54,957 - mmaction - INFO - Epoch [47][180/1793] lr: 7.500e-05, eta: 1:59:00, time: 1.018, data_time: 0.004, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9354, loss_cls: 0.8282, loss: 0.8282, grad_norm: 10.9460 2020-10-11 21:51:15,751 - mmaction - INFO - Epoch [47][200/1793] lr: 7.500e-05, eta: 1:58:40, time: 1.039, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9448, loss_cls: 0.7988, loss: 0.7988, grad_norm: 10.8445 2020-10-11 21:51:36,980 - mmaction - INFO - Epoch [47][220/1793] lr: 7.500e-05, eta: 1:58:19, time: 1.063, data_time: 0.005, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9417, loss_cls: 0.8026, loss: 0.8026, grad_norm: 10.6398 2020-10-11 21:51:57,422 - mmaction - INFO - Epoch [47][240/1793] lr: 7.500e-05, eta: 1:57:59, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9552, loss_cls: 0.7487, loss: 0.7487, grad_norm: 10.7757 2020-10-11 21:52:19,009 - mmaction - INFO - Epoch [47][260/1793] lr: 7.500e-05, eta: 1:57:39, time: 1.080, data_time: 0.004, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9302, loss_cls: 0.8204, loss: 0.8204, grad_norm: 10.3759 2020-10-11 21:52:39,776 - mmaction - INFO - Epoch [47][280/1793] lr: 7.500e-05, eta: 1:57:18, time: 1.038, data_time: 0.007, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9375, loss_cls: 0.7821, loss: 0.7821, grad_norm: 10.5259 2020-10-11 21:53:00,215 - mmaction - INFO - Epoch [47][300/1793] lr: 7.500e-05, eta: 1:56:58, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9344, loss_cls: 0.8110, loss: 0.8110, grad_norm: 10.2736 2020-10-11 21:53:20,565 - mmaction - INFO - Epoch [47][320/1793] lr: 7.500e-05, eta: 1:56:37, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9240, loss_cls: 0.8608, loss: 0.8608, grad_norm: 10.4578 2020-10-11 21:53:41,202 - mmaction - INFO - Epoch [47][340/1793] lr: 7.500e-05, eta: 1:56:17, time: 1.031, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9417, loss_cls: 0.7567, loss: 0.7567, grad_norm: 10.1427 2020-10-11 21:54:02,238 - mmaction - INFO - Epoch [47][360/1793] lr: 7.500e-05, eta: 1:55:57, time: 1.053, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9250, loss_cls: 0.8162, loss: 0.8162, grad_norm: 10.5929 2020-10-11 21:54:22,712 - mmaction - INFO - Epoch [47][380/1793] lr: 7.500e-05, eta: 1:55:36, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9438, loss_cls: 0.7813, loss: 0.7813, grad_norm: 10.3497 2020-10-11 21:54:42,867 - mmaction - INFO - Epoch [47][400/1793] lr: 7.500e-05, eta: 1:55:16, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9469, loss_cls: 0.7526, loss: 0.7526, grad_norm: 10.5577 2020-10-11 21:55:04,074 - mmaction - INFO - Epoch [47][420/1793] lr: 7.500e-05, eta: 1:54:55, time: 1.061, data_time: 0.004, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9365, loss_cls: 0.7883, loss: 0.7883, grad_norm: 10.5937 2020-10-11 21:55:24,452 - mmaction - INFO - Epoch [47][440/1793] lr: 7.500e-05, eta: 1:54:35, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9448, loss_cls: 0.8002, loss: 0.8002, grad_norm: 10.7261 2020-10-11 21:55:44,983 - mmaction - INFO - Epoch [47][460/1793] lr: 7.500e-05, eta: 1:54:14, time: 1.025, data_time: 0.003, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9333, loss_cls: 0.7893, loss: 0.7893, grad_norm: 10.4420 2020-10-11 21:56:05,248 - mmaction - INFO - Epoch [47][480/1793] lr: 7.500e-05, eta: 1:53:54, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9302, loss_cls: 0.8074, loss: 0.8074, grad_norm: 10.5417 2020-10-11 21:56:25,913 - mmaction - INFO - Epoch [47][500/1793] lr: 7.500e-05, eta: 1:53:34, time: 1.032, data_time: 0.005, memory: 10390, top1_acc: 0.8177, top5_acc: 0.9365, loss_cls: 0.7658, loss: 0.7658, grad_norm: 10.0031 2020-10-11 21:56:46,553 - mmaction - INFO - Epoch [47][520/1793] lr: 7.500e-05, eta: 1:53:13, time: 1.034, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9385, loss_cls: 0.8040, loss: 0.8040, grad_norm: 10.5304 2020-10-11 21:57:07,217 - mmaction - INFO - Epoch [47][540/1793] lr: 7.500e-05, eta: 1:52:53, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9396, loss_cls: 0.7637, loss: 0.7637, grad_norm: 10.4154 2020-10-11 21:57:27,613 - mmaction - INFO - Epoch [47][560/1793] lr: 7.500e-05, eta: 1:52:32, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9354, loss_cls: 0.7771, loss: 0.7771, grad_norm: 10.3582 2020-10-11 21:57:48,309 - mmaction - INFO - Epoch [47][580/1793] lr: 7.500e-05, eta: 1:52:12, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9229, loss_cls: 0.8605, loss: 0.8605, grad_norm: 10.8193 2020-10-11 21:58:08,776 - mmaction - INFO - Epoch [47][600/1793] lr: 7.500e-05, eta: 1:51:52, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.8219, top5_acc: 0.9510, loss_cls: 0.7214, loss: 0.7214, grad_norm: 10.1483 2020-10-11 21:58:29,644 - mmaction - INFO - Epoch [47][620/1793] lr: 7.500e-05, eta: 1:51:31, time: 1.042, data_time: 0.005, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9385, loss_cls: 0.7608, loss: 0.7608, grad_norm: 10.3529 2020-10-11 21:58:51,326 - mmaction - INFO - Epoch [47][640/1793] lr: 7.500e-05, eta: 1:51:11, time: 1.086, data_time: 0.005, memory: 10390, top1_acc: 0.8260, top5_acc: 0.9500, loss_cls: 0.7214, loss: 0.7214, grad_norm: 9.9555 2020-10-11 21:59:12,555 - mmaction - INFO - Epoch [47][660/1793] lr: 7.500e-05, eta: 1:50:50, time: 1.059, data_time: 0.004, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9469, loss_cls: 0.7427, loss: 0.7427, grad_norm: 10.3053 2020-10-11 21:59:32,784 - mmaction - INFO - Epoch [47][680/1793] lr: 7.500e-05, eta: 1:50:30, time: 1.013, data_time: 0.007, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9448, loss_cls: 0.7391, loss: 0.7391, grad_norm: 10.4150 2020-10-11 21:59:52,977 - mmaction - INFO - Epoch [47][700/1793] lr: 7.500e-05, eta: 1:50:10, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9323, loss_cls: 0.8135, loss: 0.8135, grad_norm: 10.7311 2020-10-11 22:00:15,156 - mmaction - INFO - Epoch [47][720/1793] lr: 7.500e-05, eta: 1:49:49, time: 1.105, data_time: 0.005, memory: 10390, top1_acc: 0.8156, top5_acc: 0.9365, loss_cls: 0.7678, loss: 0.7678, grad_norm: 10.0495 2020-10-11 22:00:35,419 - mmaction - INFO - Epoch [47][740/1793] lr: 7.500e-05, eta: 1:49:29, time: 1.018, data_time: 0.010, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9344, loss_cls: 0.8185, loss: 0.8185, grad_norm: 10.8961 2020-10-11 22:00:56,027 - mmaction - INFO - Epoch [47][760/1793] lr: 7.500e-05, eta: 1:49:08, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9198, loss_cls: 0.8756, loss: 0.8756, grad_norm: 11.5411 2020-10-11 22:01:16,175 - mmaction - INFO - Epoch [47][780/1793] lr: 7.500e-05, eta: 1:48:48, time: 1.005, data_time: 0.004, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9354, loss_cls: 0.7528, loss: 0.7528, grad_norm: 10.0497 2020-10-11 22:01:36,795 - mmaction - INFO - Epoch [47][800/1793] lr: 7.500e-05, eta: 1:48:28, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.8250, top5_acc: 0.9510, loss_cls: 0.6722, loss: 0.6722, grad_norm: 9.5486 2020-10-11 22:01:57,951 - mmaction - INFO - Epoch [47][820/1793] lr: 7.500e-05, eta: 1:48:07, time: 1.057, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9365, loss_cls: 0.8259, loss: 0.8259, grad_norm: 11.2752 2020-10-11 22:02:18,399 - mmaction - INFO - Epoch [47][840/1793] lr: 7.500e-05, eta: 1:47:47, time: 1.021, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9385, loss_cls: 0.7782, loss: 0.7782, grad_norm: 10.3032 2020-10-11 22:02:39,273 - mmaction - INFO - Epoch [47][860/1793] lr: 7.500e-05, eta: 1:47:26, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9458, loss_cls: 0.7834, loss: 0.7834, grad_norm: 10.5667 2020-10-11 22:02:59,617 - mmaction - INFO - Epoch [47][880/1793] lr: 7.500e-05, eta: 1:47:06, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9375, loss_cls: 0.8525, loss: 0.8525, grad_norm: 11.2119 2020-10-11 22:03:19,829 - mmaction - INFO - Epoch [47][900/1793] lr: 7.500e-05, eta: 1:46:45, time: 1.010, data_time: 0.003, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9396, loss_cls: 0.7610, loss: 0.7610, grad_norm: 10.2421 2020-10-11 22:03:41,196 - mmaction - INFO - Epoch [47][920/1793] lr: 7.500e-05, eta: 1:46:25, time: 1.067, data_time: 0.005, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9323, loss_cls: 0.7623, loss: 0.7623, grad_norm: 10.3757 2020-10-11 22:04:01,059 - mmaction - INFO - Epoch [47][940/1793] lr: 7.500e-05, eta: 1:46:05, time: 0.995, data_time: 0.006, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9510, loss_cls: 0.7206, loss: 0.7206, grad_norm: 10.3674 2020-10-11 22:04:22,399 - mmaction - INFO - Epoch [47][960/1793] lr: 7.500e-05, eta: 1:45:44, time: 1.065, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8205, loss: 0.8205, grad_norm: 10.6468 2020-10-11 22:04:42,508 - mmaction - INFO - Epoch [47][980/1793] lr: 7.500e-05, eta: 1:45:24, time: 1.007, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9406, loss_cls: 0.7714, loss: 0.7714, grad_norm: 10.5613 2020-10-11 22:05:03,481 - mmaction - INFO - Epoch [47][1000/1793] lr: 7.500e-05, eta: 1:45:03, time: 1.049, data_time: 0.003, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9354, loss_cls: 0.7794, loss: 0.7794, grad_norm: 10.3529 2020-10-11 22:05:24,546 - mmaction - INFO - Epoch [47][1020/1793] lr: 7.500e-05, eta: 1:44:43, time: 1.053, data_time: 0.002, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9406, loss_cls: 0.7883, loss: 0.7883, grad_norm: 10.3290 2020-10-11 22:05:44,944 - mmaction - INFO - Epoch [47][1040/1793] lr: 7.500e-05, eta: 1:44:23, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9333, loss_cls: 0.8423, loss: 0.8423, grad_norm: 10.8632 2020-10-11 22:06:05,183 - mmaction - INFO - Epoch [47][1060/1793] lr: 7.500e-05, eta: 1:44:02, time: 1.012, data_time: 0.003, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9292, loss_cls: 0.8093, loss: 0.8093, grad_norm: 10.6021 2020-10-11 22:06:25,586 - mmaction - INFO - Epoch [47][1080/1793] lr: 7.500e-05, eta: 1:43:42, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9302, loss_cls: 0.7998, loss: 0.7998, grad_norm: 10.5288 2020-10-11 22:06:46,854 - mmaction - INFO - Epoch [47][1100/1793] lr: 7.500e-05, eta: 1:43:21, time: 1.063, data_time: 0.007, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8321, loss: 0.8321, grad_norm: 10.9698 2020-10-11 22:07:07,200 - mmaction - INFO - Epoch [47][1120/1793] lr: 7.500e-05, eta: 1:43:01, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9406, loss_cls: 0.7898, loss: 0.7898, grad_norm: 10.4496 2020-10-11 22:07:28,017 - mmaction - INFO - Epoch [47][1140/1793] lr: 7.500e-05, eta: 1:42:41, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9292, loss_cls: 0.8432, loss: 0.8432, grad_norm: 10.7213 2020-10-11 22:07:48,563 - mmaction - INFO - Epoch [47][1160/1793] lr: 7.500e-05, eta: 1:42:20, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9271, loss_cls: 0.8097, loss: 0.8097, grad_norm: 10.6588 2020-10-11 22:08:09,214 - mmaction - INFO - Epoch [47][1180/1793] lr: 7.500e-05, eta: 1:42:00, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7809, loss: 0.7809, grad_norm: 10.5481 2020-10-11 22:08:29,968 - mmaction - INFO - Epoch [47][1200/1793] lr: 7.500e-05, eta: 1:41:39, time: 1.041, data_time: 0.007, memory: 10390, top1_acc: 0.8188, top5_acc: 0.9500, loss_cls: 0.7070, loss: 0.7070, grad_norm: 10.2687 2020-10-11 22:08:50,342 - mmaction - INFO - Epoch [47][1220/1793] lr: 7.500e-05, eta: 1:41:19, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9333, loss_cls: 0.7996, loss: 0.7996, grad_norm: 10.3477 2020-10-11 22:09:10,972 - mmaction - INFO - Epoch [47][1240/1793] lr: 7.500e-05, eta: 1:40:58, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9479, loss_cls: 0.7286, loss: 0.7286, grad_norm: 10.2898 2020-10-11 22:09:31,968 - mmaction - INFO - Epoch [47][1260/1793] lr: 7.500e-05, eta: 1:40:38, time: 1.050, data_time: 0.005, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9323, loss_cls: 0.7601, loss: 0.7601, grad_norm: 10.4969 2020-10-11 22:09:52,631 - mmaction - INFO - Epoch [47][1280/1793] lr: 7.500e-05, eta: 1:40:18, time: 1.033, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8357, loss: 0.8357, grad_norm: 10.5923 2020-10-11 22:10:13,210 - mmaction - INFO - Epoch [47][1300/1793] lr: 7.500e-05, eta: 1:39:57, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9313, loss_cls: 0.8379, loss: 0.8379, grad_norm: 10.8711 2020-10-11 22:10:34,417 - mmaction - INFO - Epoch [47][1320/1793] lr: 7.500e-05, eta: 1:39:37, time: 1.064, data_time: 0.007, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9438, loss_cls: 0.7671, loss: 0.7671, grad_norm: 10.5803 2020-10-11 22:10:55,859 - mmaction - INFO - Epoch [47][1340/1793] lr: 7.500e-05, eta: 1:39:17, time: 1.072, data_time: 0.002, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9333, loss_cls: 0.8137, loss: 0.8137, grad_norm: 10.8916 2020-10-11 22:11:17,257 - mmaction - INFO - Epoch [47][1360/1793] lr: 7.500e-05, eta: 1:38:56, time: 1.068, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9396, loss_cls: 0.7368, loss: 0.7368, grad_norm: 10.0041 2020-10-11 22:11:38,130 - mmaction - INFO - Epoch [47][1380/1793] lr: 7.500e-05, eta: 1:38:36, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9385, loss_cls: 0.7816, loss: 0.7816, grad_norm: 10.7640 2020-10-11 22:11:59,954 - mmaction - INFO - Epoch [47][1400/1793] lr: 7.500e-05, eta: 1:38:15, time: 1.089, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9198, loss_cls: 0.8804, loss: 0.8804, grad_norm: 10.9982 2020-10-11 22:12:20,156 - mmaction - INFO - Epoch [47][1420/1793] lr: 7.500e-05, eta: 1:37:55, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9563, loss_cls: 0.7033, loss: 0.7033, grad_norm: 10.0632 2020-10-11 22:12:40,671 - mmaction - INFO - Epoch [47][1440/1793] lr: 7.500e-05, eta: 1:37:35, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9313, loss_cls: 0.8136, loss: 0.8136, grad_norm: 10.6724 2020-10-11 22:13:02,003 - mmaction - INFO - Epoch [47][1460/1793] lr: 7.500e-05, eta: 1:37:14, time: 1.065, data_time: 0.002, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9406, loss_cls: 0.7753, loss: 0.7753, grad_norm: 10.7225 2020-10-11 22:13:22,313 - mmaction - INFO - Epoch [47][1480/1793] lr: 7.500e-05, eta: 1:36:54, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9427, loss_cls: 0.7175, loss: 0.7175, grad_norm: 10.1250 2020-10-11 22:13:42,725 - mmaction - INFO - Epoch [47][1500/1793] lr: 7.500e-05, eta: 1:36:33, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7750, top5_acc: 0.9292, loss_cls: 0.8734, loss: 0.8734, grad_norm: 11.0329 2020-10-11 22:14:03,861 - mmaction - INFO - Epoch [47][1520/1793] lr: 7.500e-05, eta: 1:36:13, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9458, loss_cls: 0.7178, loss: 0.7178, grad_norm: 10.3390 2020-10-11 22:14:24,526 - mmaction - INFO - Epoch [47][1540/1793] lr: 7.500e-05, eta: 1:35:53, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9542, loss_cls: 0.7393, loss: 0.7393, grad_norm: 10.3976 2020-10-11 22:14:44,581 - mmaction - INFO - Epoch [47][1560/1793] lr: 7.500e-05, eta: 1:35:32, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9396, loss_cls: 0.8113, loss: 0.8113, grad_norm: 10.7512 2020-10-11 22:15:05,032 - mmaction - INFO - Epoch [47][1580/1793] lr: 7.500e-05, eta: 1:35:12, time: 1.023, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9323, loss_cls: 0.8189, loss: 0.8189, grad_norm: 10.5535 2020-10-11 22:15:25,559 - mmaction - INFO - Epoch [47][1600/1793] lr: 7.500e-05, eta: 1:34:51, time: 1.026, data_time: 0.002, memory: 10390, top1_acc: 0.8208, top5_acc: 0.9500, loss_cls: 0.7115, loss: 0.7115, grad_norm: 9.7094 2020-10-11 22:15:46,262 - mmaction - INFO - Epoch [47][1620/1793] lr: 7.500e-05, eta: 1:34:31, time: 1.034, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.8018, loss: 0.8018, grad_norm: 10.9324 2020-10-11 22:16:07,201 - mmaction - INFO - Epoch [47][1640/1793] lr: 7.500e-05, eta: 1:34:10, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9437, loss_cls: 0.7799, loss: 0.7799, grad_norm: 10.7182 2020-10-11 22:16:27,548 - mmaction - INFO - Epoch [47][1660/1793] lr: 7.500e-05, eta: 1:33:50, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.8146, top5_acc: 0.9490, loss_cls: 0.7226, loss: 0.7226, grad_norm: 10.2483 2020-10-11 22:16:48,112 - mmaction - INFO - Epoch [47][1680/1793] lr: 7.500e-05, eta: 1:33:30, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9385, loss_cls: 0.7612, loss: 0.7612, grad_norm: 10.3581 2020-10-11 22:17:09,056 - mmaction - INFO - Epoch [47][1700/1793] lr: 7.500e-05, eta: 1:33:09, time: 1.047, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8101, loss: 0.8101, grad_norm: 10.5164 2020-10-11 22:17:29,560 - mmaction - INFO - Epoch [47][1720/1793] lr: 7.500e-05, eta: 1:32:49, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.8146, top5_acc: 0.9448, loss_cls: 0.7264, loss: 0.7264, grad_norm: 10.1191 2020-10-11 22:17:50,124 - mmaction - INFO - Epoch [47][1740/1793] lr: 7.500e-05, eta: 1:32:28, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9375, loss_cls: 0.8158, loss: 0.8158, grad_norm: 10.5850 2020-10-11 22:18:10,479 - mmaction - INFO - Epoch [47][1760/1793] lr: 7.500e-05, eta: 1:32:08, time: 1.020, data_time: 0.007, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9375, loss_cls: 0.8242, loss: 0.8242, grad_norm: 10.9131 2020-10-11 22:18:30,997 - mmaction - INFO - Epoch [47][1780/1793] lr: 7.500e-05, eta: 1:31:47, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9438, loss_cls: 0.7626, loss: 0.7626, grad_norm: 10.3708 2020-10-11 22:18:43,964 - mmaction - INFO - Saving checkpoint at 47 epochs 2020-10-11 22:19:16,345 - mmaction - INFO - Epoch [48][20/1793] lr: 7.500e-05, eta: 1:31:14, time: 1.559, data_time: 0.597, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9427, loss_cls: 0.8000, loss: 0.8000, grad_norm: 10.6982 2020-10-11 22:19:35,481 - mmaction - INFO - Epoch [48][40/1793] lr: 7.500e-05, eta: 1:30:53, time: 0.956, data_time: 0.002, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9490, loss_cls: 0.7596, loss: 0.7596, grad_norm: 10.5666 2020-10-11 22:19:56,712 - mmaction - INFO - Epoch [48][60/1793] lr: 7.500e-05, eta: 1:30:33, time: 1.062, data_time: 0.002, memory: 10390, top1_acc: 0.8219, top5_acc: 0.9375, loss_cls: 0.7388, loss: 0.7388, grad_norm: 10.0919 2020-10-11 22:20:17,158 - mmaction - INFO - Epoch [48][80/1793] lr: 7.500e-05, eta: 1:30:12, time: 1.022, data_time: 0.002, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9417, loss_cls: 0.7642, loss: 0.7642, grad_norm: 10.2603 2020-10-11 22:20:37,949 - mmaction - INFO - Epoch [48][100/1793] lr: 7.500e-05, eta: 1:29:52, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9427, loss_cls: 0.7734, loss: 0.7734, grad_norm: 10.5262 2020-10-11 22:20:57,841 - mmaction - INFO - Epoch [48][120/1793] lr: 7.500e-05, eta: 1:29:31, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9375, loss_cls: 0.7842, loss: 0.7842, grad_norm: 10.6789 2020-10-11 22:21:19,221 - mmaction - INFO - Epoch [48][140/1793] lr: 7.500e-05, eta: 1:29:11, time: 1.069, data_time: 0.005, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9354, loss_cls: 0.8518, loss: 0.8518, grad_norm: 11.2352 2020-10-11 22:21:39,378 - mmaction - INFO - Epoch [48][160/1793] lr: 7.500e-05, eta: 1:28:51, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.7487, loss: 0.7487, grad_norm: 10.6322 2020-10-11 22:22:00,279 - mmaction - INFO - Epoch [48][180/1793] lr: 7.500e-05, eta: 1:28:30, time: 1.044, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9396, loss_cls: 0.7781, loss: 0.7781, grad_norm: 10.6059 2020-10-11 22:22:20,355 - mmaction - INFO - Epoch [48][200/1793] lr: 7.500e-05, eta: 1:28:10, time: 1.004, data_time: 0.003, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9406, loss_cls: 0.7364, loss: 0.7364, grad_norm: 10.2988 2020-10-11 22:22:41,367 - mmaction - INFO - Epoch [48][220/1793] lr: 7.500e-05, eta: 1:27:49, time: 1.049, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9312, loss_cls: 0.8420, loss: 0.8420, grad_norm: 11.1164 2020-10-11 22:23:01,260 - mmaction - INFO - Epoch [48][240/1793] lr: 7.500e-05, eta: 1:27:29, time: 0.997, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9437, loss_cls: 0.7394, loss: 0.7394, grad_norm: 10.3321 2020-10-11 22:23:21,898 - mmaction - INFO - Epoch [48][260/1793] lr: 7.500e-05, eta: 1:27:08, time: 1.031, data_time: 0.002, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9458, loss_cls: 0.7508, loss: 0.7508, grad_norm: 9.9485 2020-10-11 22:23:42,724 - mmaction - INFO - Epoch [48][280/1793] lr: 7.500e-05, eta: 1:26:48, time: 1.042, data_time: 0.007, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9479, loss_cls: 0.7374, loss: 0.7374, grad_norm: 10.4953 2020-10-11 22:24:03,225 - mmaction - INFO - Epoch [48][300/1793] lr: 7.500e-05, eta: 1:26:28, time: 1.025, data_time: 0.002, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9427, loss_cls: 0.8286, loss: 0.8286, grad_norm: 11.2765 2020-10-11 22:24:23,751 - mmaction - INFO - Epoch [48][320/1793] lr: 7.500e-05, eta: 1:26:07, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.8146, top5_acc: 0.9354, loss_cls: 0.7459, loss: 0.7459, grad_norm: 10.1745 2020-10-11 22:24:44,519 - mmaction - INFO - Epoch [48][340/1793] lr: 7.500e-05, eta: 1:25:47, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9333, loss_cls: 0.7882, loss: 0.7882, grad_norm: 10.5095 2020-10-11 22:25:04,849 - mmaction - INFO - Epoch [48][360/1793] lr: 7.500e-05, eta: 1:25:26, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9302, loss_cls: 0.7920, loss: 0.7920, grad_norm: 10.5959 2020-10-11 22:25:25,547 - mmaction - INFO - Epoch [48][380/1793] lr: 7.500e-05, eta: 1:25:06, time: 1.035, data_time: 0.003, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9396, loss_cls: 0.8236, loss: 0.8236, grad_norm: 11.1219 2020-10-11 22:25:46,055 - mmaction - INFO - Epoch [48][400/1793] lr: 7.500e-05, eta: 1:24:46, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8404, loss: 0.8404, grad_norm: 10.7259 2020-10-11 22:26:06,720 - mmaction - INFO - Epoch [48][420/1793] lr: 7.500e-05, eta: 1:24:25, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.8156, top5_acc: 0.9458, loss_cls: 0.7400, loss: 0.7400, grad_norm: 10.4148 2020-10-11 22:26:27,565 - mmaction - INFO - Epoch [48][440/1793] lr: 7.500e-05, eta: 1:24:05, time: 1.040, data_time: 0.007, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9302, loss_cls: 0.8022, loss: 0.8022, grad_norm: 10.6332 2020-10-11 22:26:48,167 - mmaction - INFO - Epoch [48][460/1793] lr: 7.500e-05, eta: 1:23:44, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9396, loss_cls: 0.8105, loss: 0.8105, grad_norm: 11.1041 2020-10-11 22:27:08,424 - mmaction - INFO - Epoch [48][480/1793] lr: 7.500e-05, eta: 1:23:24, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9469, loss_cls: 0.7553, loss: 0.7553, grad_norm: 10.5966 2020-10-11 22:27:28,703 - mmaction - INFO - Epoch [48][500/1793] lr: 7.500e-05, eta: 1:23:03, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.8100, loss: 0.8100, grad_norm: 10.5799 2020-10-11 22:27:49,824 - mmaction - INFO - Epoch [48][520/1793] lr: 7.500e-05, eta: 1:22:43, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9396, loss_cls: 0.7957, loss: 0.7957, grad_norm: 10.7321 2020-10-11 22:28:10,310 - mmaction - INFO - Epoch [48][540/1793] lr: 7.500e-05, eta: 1:22:23, time: 1.026, data_time: 0.006, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9563, loss_cls: 0.7181, loss: 0.7181, grad_norm: 10.7455 2020-10-11 22:28:30,975 - mmaction - INFO - Epoch [48][560/1793] lr: 7.500e-05, eta: 1:22:02, time: 1.031, data_time: 0.005, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9396, loss_cls: 0.7514, loss: 0.7514, grad_norm: 10.5102 2020-10-11 22:28:51,484 - mmaction - INFO - Epoch [48][580/1793] lr: 7.500e-05, eta: 1:21:42, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9167, loss_cls: 0.8245, loss: 0.8245, grad_norm: 10.5744 2020-10-11 22:29:11,987 - mmaction - INFO - Epoch [48][600/1793] lr: 7.500e-05, eta: 1:21:21, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9437, loss_cls: 0.7329, loss: 0.7329, grad_norm: 10.2021 2020-10-11 22:29:32,425 - mmaction - INFO - Epoch [48][620/1793] lr: 7.500e-05, eta: 1:21:01, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9365, loss_cls: 0.7744, loss: 0.7744, grad_norm: 10.4391 2020-10-11 22:29:53,018 - mmaction - INFO - Epoch [48][640/1793] lr: 7.500e-05, eta: 1:20:40, time: 1.027, data_time: 0.003, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9302, loss_cls: 0.8100, loss: 0.8100, grad_norm: 10.8487 2020-10-11 22:30:13,270 - mmaction - INFO - Epoch [48][660/1793] lr: 7.500e-05, eta: 1:20:20, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9469, loss_cls: 0.7560, loss: 0.7560, grad_norm: 10.7667 2020-10-11 22:30:34,018 - mmaction - INFO - Epoch [48][680/1793] lr: 7.500e-05, eta: 1:20:00, time: 1.037, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9260, loss_cls: 0.8481, loss: 0.8481, grad_norm: 10.9445 2020-10-11 22:30:54,346 - mmaction - INFO - Epoch [48][700/1793] lr: 7.500e-05, eta: 1:19:39, time: 1.017, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9333, loss_cls: 0.8112, loss: 0.8112, grad_norm: 10.6268 2020-10-11 22:31:14,913 - mmaction - INFO - Epoch [48][720/1793] lr: 7.500e-05, eta: 1:19:19, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9302, loss_cls: 0.8306, loss: 0.8306, grad_norm: 10.8134 2020-10-11 22:31:35,677 - mmaction - INFO - Epoch [48][740/1793] lr: 7.500e-05, eta: 1:18:58, time: 1.041, data_time: 0.008, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9417, loss_cls: 0.7499, loss: 0.7499, grad_norm: 10.2039 2020-10-11 22:31:56,714 - mmaction - INFO - Epoch [48][760/1793] lr: 7.500e-05, eta: 1:18:38, time: 1.052, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9406, loss_cls: 0.8468, loss: 0.8468, grad_norm: 11.2748 2020-10-11 22:32:16,886 - mmaction - INFO - Epoch [48][780/1793] lr: 7.500e-05, eta: 1:18:17, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9479, loss_cls: 0.7287, loss: 0.7287, grad_norm: 10.4276 2020-10-11 22:32:38,268 - mmaction - INFO - Epoch [48][800/1793] lr: 7.500e-05, eta: 1:17:57, time: 1.069, data_time: 0.006, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9250, loss_cls: 0.8500, loss: 0.8500, grad_norm: 11.0655 2020-10-11 22:32:58,388 - mmaction - INFO - Epoch [48][820/1793] lr: 7.500e-05, eta: 1:17:37, time: 1.006, data_time: 0.002, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9406, loss_cls: 0.7633, loss: 0.7633, grad_norm: 10.6287 2020-10-11 22:33:19,089 - mmaction - INFO - Epoch [48][840/1793] lr: 7.500e-05, eta: 1:17:16, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9354, loss_cls: 0.8169, loss: 0.8169, grad_norm: 10.8508 2020-10-11 22:33:39,376 - mmaction - INFO - Epoch [48][860/1793] lr: 7.500e-05, eta: 1:16:56, time: 1.015, data_time: 0.007, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9354, loss_cls: 0.7638, loss: 0.7638, grad_norm: 10.6559 2020-10-11 22:33:59,981 - mmaction - INFO - Epoch [48][880/1793] lr: 7.500e-05, eta: 1:16:35, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9281, loss_cls: 0.8105, loss: 0.8105, grad_norm: 10.5191 2020-10-11 22:34:20,688 - mmaction - INFO - Epoch [48][900/1793] lr: 7.500e-05, eta: 1:16:15, time: 1.033, data_time: 0.006, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9198, loss_cls: 0.7964, loss: 0.7964, grad_norm: 10.5566 2020-10-11 22:34:41,966 - mmaction - INFO - Epoch [48][920/1793] lr: 7.500e-05, eta: 1:15:55, time: 1.061, data_time: 0.007, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9240, loss_cls: 0.8544, loss: 0.8544, grad_norm: 10.8661 2020-10-11 22:35:02,532 - mmaction - INFO - Epoch [48][940/1793] lr: 7.500e-05, eta: 1:15:34, time: 1.032, data_time: 0.009, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9240, loss_cls: 0.8644, loss: 0.8644, grad_norm: 10.9306 2020-10-11 22:35:22,935 - mmaction - INFO - Epoch [48][960/1793] lr: 7.500e-05, eta: 1:15:14, time: 1.021, data_time: 0.003, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9281, loss_cls: 0.8082, loss: 0.8082, grad_norm: 10.7759 2020-10-11 22:35:43,343 - mmaction - INFO - Epoch [48][980/1793] lr: 7.500e-05, eta: 1:14:53, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7740, top5_acc: 0.9313, loss_cls: 0.8168, loss: 0.8168, grad_norm: 10.7960 2020-10-11 22:36:04,026 - mmaction - INFO - Epoch [48][1000/1793] lr: 7.500e-05, eta: 1:14:33, time: 1.034, data_time: 0.003, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9375, loss_cls: 0.7321, loss: 0.7321, grad_norm: 10.3950 2020-10-11 22:36:24,573 - mmaction - INFO - Epoch [48][1020/1793] lr: 7.500e-05, eta: 1:14:12, time: 1.028, data_time: 0.004, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9260, loss_cls: 0.8295, loss: 0.8295, grad_norm: 10.9400 2020-10-11 22:36:45,148 - mmaction - INFO - Epoch [48][1040/1793] lr: 7.500e-05, eta: 1:13:52, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9385, loss_cls: 0.7797, loss: 0.7797, grad_norm: 10.5823 2020-10-11 22:37:06,483 - mmaction - INFO - Epoch [48][1060/1793] lr: 7.500e-05, eta: 1:13:32, time: 1.067, data_time: 0.002, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9146, loss_cls: 0.8319, loss: 0.8319, grad_norm: 11.0241 2020-10-11 22:37:26,741 - mmaction - INFO - Epoch [48][1080/1793] lr: 7.500e-05, eta: 1:13:11, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9344, loss_cls: 0.8107, loss: 0.8107, grad_norm: 10.7146 2020-10-11 22:37:46,896 - mmaction - INFO - Epoch [48][1100/1793] lr: 7.500e-05, eta: 1:12:51, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9354, loss_cls: 0.7966, loss: 0.7966, grad_norm: 10.5548 2020-10-11 22:38:07,404 - mmaction - INFO - Epoch [48][1120/1793] lr: 7.500e-05, eta: 1:12:30, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7594, top5_acc: 0.9292, loss_cls: 0.8731, loss: 0.8731, grad_norm: 11.3027 2020-10-11 22:38:27,981 - mmaction - INFO - Epoch [48][1140/1793] lr: 7.500e-05, eta: 1:12:10, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9344, loss_cls: 0.8250, loss: 0.8250, grad_norm: 10.8286 2020-10-11 22:38:49,063 - mmaction - INFO - Epoch [48][1160/1793] lr: 7.500e-05, eta: 1:11:50, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8196, loss: 0.8196, grad_norm: 10.6679 2020-10-11 22:39:09,367 - mmaction - INFO - Epoch [48][1180/1793] lr: 7.500e-05, eta: 1:11:29, time: 1.013, data_time: 0.005, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9531, loss_cls: 0.7297, loss: 0.7297, grad_norm: 10.1456 2020-10-11 22:39:29,634 - mmaction - INFO - Epoch [48][1200/1793] lr: 7.500e-05, eta: 1:11:09, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9437, loss_cls: 0.7369, loss: 0.7369, grad_norm: 10.7452 2020-10-11 22:39:50,297 - mmaction - INFO - Epoch [48][1220/1793] lr: 7.500e-05, eta: 1:10:48, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.8167, top5_acc: 0.9510, loss_cls: 0.7073, loss: 0.7073, grad_norm: 10.4328 2020-10-11 22:40:10,465 - mmaction - INFO - Epoch [48][1240/1793] lr: 7.500e-05, eta: 1:10:28, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9458, loss_cls: 0.7607, loss: 0.7607, grad_norm: 10.7052 2020-10-11 22:40:31,038 - mmaction - INFO - Epoch [48][1260/1793] lr: 7.500e-05, eta: 1:10:07, time: 1.028, data_time: 0.003, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9490, loss_cls: 0.7671, loss: 0.7671, grad_norm: 10.7230 2020-10-11 22:40:51,438 - mmaction - INFO - Epoch [48][1280/1793] lr: 7.500e-05, eta: 1:09:47, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9344, loss_cls: 0.7864, loss: 0.7864, grad_norm: 10.3814 2020-10-11 22:41:11,613 - mmaction - INFO - Epoch [48][1300/1793] lr: 7.500e-05, eta: 1:09:26, time: 1.006, data_time: 0.005, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9427, loss_cls: 0.7987, loss: 0.7987, grad_norm: 11.0064 2020-10-11 22:41:32,444 - mmaction - INFO - Epoch [48][1320/1793] lr: 7.500e-05, eta: 1:09:06, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9292, loss_cls: 0.7814, loss: 0.7814, grad_norm: 10.2144 2020-10-11 22:41:52,896 - mmaction - INFO - Epoch [48][1340/1793] lr: 7.500e-05, eta: 1:08:46, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9260, loss_cls: 0.8246, loss: 0.8246, grad_norm: 10.8993 2020-10-11 22:42:13,591 - mmaction - INFO - Epoch [48][1360/1793] lr: 7.500e-05, eta: 1:08:25, time: 1.032, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9333, loss_cls: 0.7869, loss: 0.7869, grad_norm: 10.5712 2020-10-11 22:42:34,047 - mmaction - INFO - Epoch [48][1380/1793] lr: 7.500e-05, eta: 1:08:05, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9344, loss_cls: 0.7844, loss: 0.7844, grad_norm: 10.6245 2020-10-11 22:42:54,432 - mmaction - INFO - Epoch [48][1400/1793] lr: 7.500e-05, eta: 1:07:44, time: 1.019, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8047, loss: 0.8047, grad_norm: 10.6041 2020-10-11 22:43:14,822 - mmaction - INFO - Epoch [48][1420/1793] lr: 7.500e-05, eta: 1:07:24, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8257, loss: 0.8257, grad_norm: 10.4595 2020-10-11 22:43:35,743 - mmaction - INFO - Epoch [48][1440/1793] lr: 7.500e-05, eta: 1:07:04, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9385, loss_cls: 0.7676, loss: 0.7676, grad_norm: 10.6077 2020-10-11 22:43:56,093 - mmaction - INFO - Epoch [48][1460/1793] lr: 7.500e-05, eta: 1:06:43, time: 1.018, data_time: 0.003, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9365, loss_cls: 0.7617, loss: 0.7617, grad_norm: 10.6437 2020-10-11 22:44:16,663 - mmaction - INFO - Epoch [48][1480/1793] lr: 7.500e-05, eta: 1:06:23, time: 1.028, data_time: 0.006, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9406, loss_cls: 0.7896, loss: 0.7896, grad_norm: 10.6878 2020-10-11 22:44:37,470 - mmaction - INFO - Epoch [48][1500/1793] lr: 7.500e-05, eta: 1:06:02, time: 1.040, data_time: 0.004, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9302, loss_cls: 0.8125, loss: 0.8125, grad_norm: 10.7784 2020-10-11 22:44:58,064 - mmaction - INFO - Epoch [48][1520/1793] lr: 7.500e-05, eta: 1:05:42, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9333, loss_cls: 0.7974, loss: 0.7974, grad_norm: 11.1172 2020-10-11 22:45:18,413 - mmaction - INFO - Epoch [48][1540/1793] lr: 7.500e-05, eta: 1:05:21, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9406, loss_cls: 0.8060, loss: 0.8060, grad_norm: 11.0932 2020-10-11 22:45:39,267 - mmaction - INFO - Epoch [48][1560/1793] lr: 7.500e-05, eta: 1:05:01, time: 1.046, data_time: 0.007, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9406, loss_cls: 0.7235, loss: 0.7235, grad_norm: 10.3267 2020-10-11 22:45:59,976 - mmaction - INFO - Epoch [48][1580/1793] lr: 7.500e-05, eta: 1:04:41, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9344, loss_cls: 0.8137, loss: 0.8137, grad_norm: 10.7741 2020-10-11 22:46:19,981 - mmaction - INFO - Epoch [48][1600/1793] lr: 7.500e-05, eta: 1:04:20, time: 0.998, data_time: 0.008, memory: 10390, top1_acc: 0.8260, top5_acc: 0.9469, loss_cls: 0.7059, loss: 0.7059, grad_norm: 10.3882 2020-10-11 22:46:40,164 - mmaction - INFO - Epoch [48][1620/1793] lr: 7.500e-05, eta: 1:04:00, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9365, loss_cls: 0.8184, loss: 0.8184, grad_norm: 10.9325 2020-10-11 22:47:01,448 - mmaction - INFO - Epoch [48][1640/1793] lr: 7.500e-05, eta: 1:03:39, time: 1.064, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9479, loss_cls: 0.7546, loss: 0.7546, grad_norm: 10.6125 2020-10-11 22:47:21,693 - mmaction - INFO - Epoch [48][1660/1793] lr: 7.500e-05, eta: 1:03:19, time: 1.010, data_time: 0.004, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9219, loss_cls: 0.8740, loss: 0.8740, grad_norm: 11.0202 2020-10-11 22:47:42,572 - mmaction - INFO - Epoch [48][1680/1793] lr: 7.500e-05, eta: 1:02:58, time: 1.046, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9417, loss_cls: 0.7981, loss: 0.7981, grad_norm: 10.7173 2020-10-11 22:48:02,657 - mmaction - INFO - Epoch [48][1700/1793] lr: 7.500e-05, eta: 1:02:38, time: 1.004, data_time: 0.002, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9292, loss_cls: 0.7717, loss: 0.7717, grad_norm: 10.2275 2020-10-11 22:48:23,678 - mmaction - INFO - Epoch [48][1720/1793] lr: 7.500e-05, eta: 1:02:18, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9323, loss_cls: 0.8196, loss: 0.8196, grad_norm: 10.8629 2020-10-11 22:48:44,206 - mmaction - INFO - Epoch [48][1740/1793] lr: 7.500e-05, eta: 1:01:57, time: 1.031, data_time: 0.007, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9302, loss_cls: 0.7943, loss: 0.7943, grad_norm: 10.6676 2020-10-11 22:49:04,575 - mmaction - INFO - Epoch [48][1760/1793] lr: 7.500e-05, eta: 1:01:37, time: 1.019, data_time: 0.003, memory: 10390, top1_acc: 0.8104, top5_acc: 0.9375, loss_cls: 0.8115, loss: 0.8115, grad_norm: 10.6027 2020-10-11 22:49:25,396 - mmaction - INFO - Epoch [48][1780/1793] lr: 7.500e-05, eta: 1:01:16, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7490, top5_acc: 0.9188, loss_cls: 0.9284, loss: 0.9284, grad_norm: 11.5995 2020-10-11 22:49:38,294 - mmaction - INFO - Saving checkpoint at 48 epochs 2020-10-11 22:50:07,729 - mmaction - INFO - Epoch [49][20/1793] lr: 7.500e-05, eta: 1:00:42, time: 1.413, data_time: 0.436, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9385, loss_cls: 0.7916, loss: 0.7916, grad_norm: 10.4381 2020-10-11 22:50:27,778 - mmaction - INFO - Epoch [49][40/1793] lr: 7.500e-05, eta: 1:00:22, time: 1.002, data_time: 0.003, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9510, loss_cls: 0.7557, loss: 0.7557, grad_norm: 10.3676 2020-10-11 22:50:47,901 - mmaction - INFO - Epoch [49][60/1793] lr: 7.500e-05, eta: 1:00:01, time: 1.004, data_time: 0.006, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9281, loss_cls: 0.8325, loss: 0.8325, grad_norm: 11.1006 2020-10-11 22:51:08,845 - mmaction - INFO - Epoch [49][80/1793] lr: 7.500e-05, eta: 0:59:41, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9385, loss_cls: 0.7750, loss: 0.7750, grad_norm: 10.4745 2020-10-11 22:51:29,941 - mmaction - INFO - Epoch [49][100/1793] lr: 7.500e-05, eta: 0:59:21, time: 1.053, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9240, loss_cls: 0.8456, loss: 0.8456, grad_norm: 10.8554 2020-10-11 22:51:50,089 - mmaction - INFO - Epoch [49][120/1793] lr: 7.500e-05, eta: 0:59:00, time: 1.009, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9375, loss_cls: 0.7934, loss: 0.7934, grad_norm: 10.6856 2020-10-11 22:52:10,669 - mmaction - INFO - Epoch [49][140/1793] lr: 7.500e-05, eta: 0:58:40, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9365, loss_cls: 0.8067, loss: 0.8067, grad_norm: 10.5226 2020-10-11 22:52:31,163 - mmaction - INFO - Epoch [49][160/1793] lr: 7.500e-05, eta: 0:58:19, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9427, loss_cls: 0.7663, loss: 0.7663, grad_norm: 10.9618 2020-10-11 22:52:51,804 - mmaction - INFO - Epoch [49][180/1793] lr: 7.500e-05, eta: 0:57:59, time: 1.033, data_time: 0.004, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9344, loss_cls: 0.7721, loss: 0.7721, grad_norm: 10.2888 2020-10-11 22:53:12,355 - mmaction - INFO - Epoch [49][200/1793] lr: 7.500e-05, eta: 0:57:38, time: 1.027, data_time: 0.002, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9469, loss_cls: 0.7116, loss: 0.7116, grad_norm: 10.2041 2020-10-11 22:53:32,725 - mmaction - INFO - Epoch [49][220/1793] lr: 7.500e-05, eta: 0:57:18, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9396, loss_cls: 0.8162, loss: 0.8162, grad_norm: 11.0975 2020-10-11 22:53:54,509 - mmaction - INFO - Epoch [49][240/1793] lr: 7.500e-05, eta: 0:56:58, time: 1.089, data_time: 0.002, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9365, loss_cls: 0.8094, loss: 0.8094, grad_norm: 10.8782 2020-10-11 22:54:14,648 - mmaction - INFO - Epoch [49][260/1793] lr: 7.500e-05, eta: 0:56:37, time: 1.004, data_time: 0.005, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.7900, loss: 0.7900, grad_norm: 10.5777 2020-10-11 22:54:34,952 - mmaction - INFO - Epoch [49][280/1793] lr: 7.500e-05, eta: 0:56:17, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.7834, loss: 0.7834, grad_norm: 11.0107 2020-10-11 22:54:55,925 - mmaction - INFO - Epoch [49][300/1793] lr: 7.500e-05, eta: 0:55:56, time: 1.048, data_time: 0.002, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9406, loss_cls: 0.7036, loss: 0.7036, grad_norm: 10.1853 2020-10-11 22:55:17,009 - mmaction - INFO - Epoch [49][320/1793] lr: 7.500e-05, eta: 0:55:36, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9406, loss_cls: 0.7702, loss: 0.7702, grad_norm: 10.3067 2020-10-11 22:55:37,707 - mmaction - INFO - Epoch [49][340/1793] lr: 7.500e-05, eta: 0:55:16, time: 1.035, data_time: 0.004, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9417, loss_cls: 0.7862, loss: 0.7862, grad_norm: 10.8254 2020-10-11 22:55:57,795 - mmaction - INFO - Epoch [49][360/1793] lr: 7.500e-05, eta: 0:54:55, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9313, loss_cls: 0.7964, loss: 0.7964, grad_norm: 10.4360 2020-10-11 22:56:18,496 - mmaction - INFO - Epoch [49][380/1793] lr: 7.500e-05, eta: 0:54:35, time: 1.032, data_time: 0.007, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9552, loss_cls: 0.7215, loss: 0.7215, grad_norm: 10.3589 2020-10-11 22:56:38,864 - mmaction - INFO - Epoch [49][400/1793] lr: 7.500e-05, eta: 0:54:14, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9312, loss_cls: 0.7922, loss: 0.7922, grad_norm: 10.9353 2020-10-11 22:56:59,331 - mmaction - INFO - Epoch [49][420/1793] lr: 7.500e-05, eta: 0:53:54, time: 1.024, data_time: 0.003, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9323, loss_cls: 0.8334, loss: 0.8334, grad_norm: 10.6402 2020-10-11 22:57:20,118 - mmaction - INFO - Epoch [49][440/1793] lr: 7.500e-05, eta: 0:53:33, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9427, loss_cls: 0.7291, loss: 0.7291, grad_norm: 10.3839 2020-10-11 22:57:40,691 - mmaction - INFO - Epoch [49][460/1793] lr: 7.500e-05, eta: 0:53:13, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9313, loss_cls: 0.7565, loss: 0.7565, grad_norm: 10.0571 2020-10-11 22:58:00,906 - mmaction - INFO - Epoch [49][480/1793] lr: 7.500e-05, eta: 0:52:53, time: 1.011, data_time: 0.002, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9323, loss_cls: 0.7377, loss: 0.7377, grad_norm: 10.5087 2020-10-11 22:58:21,711 - mmaction - INFO - Epoch [49][500/1793] lr: 7.500e-05, eta: 0:52:32, time: 1.038, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9396, loss_cls: 0.7438, loss: 0.7438, grad_norm: 10.4950 2020-10-11 22:58:41,907 - mmaction - INFO - Epoch [49][520/1793] lr: 7.500e-05, eta: 0:52:12, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9469, loss_cls: 0.7595, loss: 0.7595, grad_norm: 10.4932 2020-10-11 22:59:02,845 - mmaction - INFO - Epoch [49][540/1793] lr: 7.500e-05, eta: 0:51:51, time: 1.047, data_time: 0.002, memory: 10390, top1_acc: 0.8167, top5_acc: 0.9354, loss_cls: 0.7358, loss: 0.7358, grad_norm: 10.4719 2020-10-11 22:59:23,356 - mmaction - INFO - Epoch [49][560/1793] lr: 7.500e-05, eta: 0:51:31, time: 1.024, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9385, loss_cls: 0.7694, loss: 0.7694, grad_norm: 10.9767 2020-10-11 22:59:43,745 - mmaction - INFO - Epoch [49][580/1793] lr: 7.500e-05, eta: 0:51:10, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9292, loss_cls: 0.8041, loss: 0.8041, grad_norm: 10.6079 2020-10-11 23:00:06,793 - mmaction - INFO - Epoch [49][600/1793] lr: 7.500e-05, eta: 0:50:50, time: 1.148, data_time: 0.003, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9437, loss_cls: 0.7453, loss: 0.7453, grad_norm: 10.4077 2020-10-11 23:00:26,160 - mmaction - INFO - Epoch [49][620/1793] lr: 7.500e-05, eta: 0:50:30, time: 0.973, data_time: 0.010, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9448, loss_cls: 0.7461, loss: 0.7461, grad_norm: 10.5933 2020-10-11 23:00:46,508 - mmaction - INFO - Epoch [49][640/1793] lr: 7.500e-05, eta: 0:50:09, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9656, loss_cls: 0.7283, loss: 0.7283, grad_norm: 10.7509 2020-10-11 23:01:07,282 - mmaction - INFO - Epoch [49][660/1793] lr: 7.500e-05, eta: 0:49:49, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9448, loss_cls: 0.7616, loss: 0.7616, grad_norm: 10.5127 2020-10-11 23:01:28,183 - mmaction - INFO - Epoch [49][680/1793] lr: 7.500e-05, eta: 0:49:28, time: 1.043, data_time: 0.004, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9448, loss_cls: 0.7478, loss: 0.7478, grad_norm: 10.5405 2020-10-11 23:01:48,507 - mmaction - INFO - Epoch [49][700/1793] lr: 7.500e-05, eta: 0:49:08, time: 1.018, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9427, loss_cls: 0.7584, loss: 0.7584, grad_norm: 10.3382 2020-10-11 23:02:09,075 - mmaction - INFO - Epoch [49][720/1793] lr: 7.500e-05, eta: 0:48:47, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.8031, top5_acc: 0.9469, loss_cls: 0.7631, loss: 0.7631, grad_norm: 10.3256 2020-10-11 23:02:29,468 - mmaction - INFO - Epoch [49][740/1793] lr: 7.500e-05, eta: 0:48:27, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9365, loss_cls: 0.8097, loss: 0.8097, grad_norm: 11.2108 2020-10-11 23:02:49,911 - mmaction - INFO - Epoch [49][760/1793] lr: 7.500e-05, eta: 0:48:07, time: 1.020, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9479, loss_cls: 0.7465, loss: 0.7465, grad_norm: 10.5695 2020-10-11 23:03:10,319 - mmaction - INFO - Epoch [49][780/1793] lr: 7.500e-05, eta: 0:47:46, time: 1.023, data_time: 0.007, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9375, loss_cls: 0.7638, loss: 0.7638, grad_norm: 10.4878 2020-10-11 23:03:30,503 - mmaction - INFO - Epoch [49][800/1793] lr: 7.500e-05, eta: 0:47:26, time: 1.009, data_time: 0.002, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9323, loss_cls: 0.8014, loss: 0.8014, grad_norm: 10.9607 2020-10-11 23:03:50,945 - mmaction - INFO - Epoch [49][820/1793] lr: 7.500e-05, eta: 0:47:05, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9281, loss_cls: 0.8507, loss: 0.8507, grad_norm: 10.8600 2020-10-11 23:04:11,362 - mmaction - INFO - Epoch [49][840/1793] lr: 7.500e-05, eta: 0:46:45, time: 1.024, data_time: 0.007, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9312, loss_cls: 0.8291, loss: 0.8291, grad_norm: 11.1343 2020-10-11 23:04:32,284 - mmaction - INFO - Epoch [49][860/1793] lr: 7.500e-05, eta: 0:46:24, time: 1.046, data_time: 0.005, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9437, loss_cls: 0.8106, loss: 0.8106, grad_norm: 11.4587 2020-10-11 23:04:52,444 - mmaction - INFO - Epoch [49][880/1793] lr: 7.500e-05, eta: 0:46:04, time: 1.008, data_time: 0.004, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9417, loss_cls: 0.7500, loss: 0.7500, grad_norm: 10.2014 2020-10-11 23:05:13,385 - mmaction - INFO - Epoch [49][900/1793] lr: 7.500e-05, eta: 0:45:44, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9198, loss_cls: 0.8421, loss: 0.8421, grad_norm: 10.9154 2020-10-11 23:05:33,480 - mmaction - INFO - Epoch [49][920/1793] lr: 7.500e-05, eta: 0:45:23, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9365, loss_cls: 0.8162, loss: 0.8162, grad_norm: 11.0616 2020-10-11 23:05:53,877 - mmaction - INFO - Epoch [49][940/1793] lr: 7.500e-05, eta: 0:45:03, time: 1.020, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9333, loss_cls: 0.8302, loss: 0.8302, grad_norm: 10.9194 2020-10-11 23:06:14,536 - mmaction - INFO - Epoch [49][960/1793] lr: 7.500e-05, eta: 0:44:42, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9333, loss_cls: 0.8052, loss: 0.8052, grad_norm: 10.9234 2020-10-11 23:06:35,144 - mmaction - INFO - Epoch [49][980/1793] lr: 7.500e-05, eta: 0:44:22, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9490, loss_cls: 0.7987, loss: 0.7987, grad_norm: 11.6517 2020-10-11 23:06:55,224 - mmaction - INFO - Epoch [49][1000/1793] lr: 7.500e-05, eta: 0:44:01, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9333, loss_cls: 0.8398, loss: 0.8398, grad_norm: 10.7049 2020-10-11 23:07:16,051 - mmaction - INFO - Epoch [49][1020/1793] lr: 7.500e-05, eta: 0:43:41, time: 1.038, data_time: 0.005, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9240, loss_cls: 0.8514, loss: 0.8514, grad_norm: 10.9016 2020-10-11 23:07:36,492 - mmaction - INFO - Epoch [49][1040/1793] lr: 7.500e-05, eta: 0:43:21, time: 1.025, data_time: 0.007, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9323, loss_cls: 0.8144, loss: 0.8144, grad_norm: 10.4754 2020-10-11 23:07:57,197 - mmaction - INFO - Epoch [49][1060/1793] lr: 7.500e-05, eta: 0:43:00, time: 1.035, data_time: 0.002, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9396, loss_cls: 0.7860, loss: 0.7860, grad_norm: 10.6133 2020-10-11 23:08:17,640 - mmaction - INFO - Epoch [49][1080/1793] lr: 7.500e-05, eta: 0:42:40, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.7719, top5_acc: 0.9240, loss_cls: 0.8634, loss: 0.8634, grad_norm: 11.2047 2020-10-11 23:08:37,755 - mmaction - INFO - Epoch [49][1100/1793] lr: 7.500e-05, eta: 0:42:19, time: 1.007, data_time: 0.006, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9500, loss_cls: 0.7247, loss: 0.7247, grad_norm: 10.4617 2020-10-11 23:08:58,225 - mmaction - INFO - Epoch [49][1120/1793] lr: 7.500e-05, eta: 0:41:59, time: 1.024, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9354, loss_cls: 0.7706, loss: 0.7706, grad_norm: 10.7490 2020-10-11 23:09:18,743 - mmaction - INFO - Epoch [49][1140/1793] lr: 7.500e-05, eta: 0:41:38, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9385, loss_cls: 0.7739, loss: 0.7739, grad_norm: 10.6195 2020-10-11 23:09:39,207 - mmaction - INFO - Epoch [49][1160/1793] lr: 7.500e-05, eta: 0:41:18, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9323, loss_cls: 0.8004, loss: 0.8004, grad_norm: 10.8921 2020-10-11 23:10:00,259 - mmaction - INFO - Epoch [49][1180/1793] lr: 7.500e-05, eta: 0:40:58, time: 1.052, data_time: 0.002, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9437, loss_cls: 0.7604, loss: 0.7604, grad_norm: 10.1822 2020-10-11 23:10:20,801 - mmaction - INFO - Epoch [49][1200/1793] lr: 7.500e-05, eta: 0:40:37, time: 1.024, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9344, loss_cls: 0.8366, loss: 0.8366, grad_norm: 11.0738 2020-10-11 23:10:41,043 - mmaction - INFO - Epoch [49][1220/1793] lr: 7.500e-05, eta: 0:40:17, time: 1.011, data_time: 0.007, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9427, loss_cls: 0.7980, loss: 0.7980, grad_norm: 11.0474 2020-10-11 23:11:01,584 - mmaction - INFO - Epoch [49][1240/1793] lr: 7.500e-05, eta: 0:39:56, time: 1.030, data_time: 0.007, memory: 10390, top1_acc: 0.7896, top5_acc: 0.9365, loss_cls: 0.7832, loss: 0.7832, grad_norm: 10.7888 2020-10-11 23:11:22,001 - mmaction - INFO - Epoch [49][1260/1793] lr: 7.500e-05, eta: 0:39:36, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9344, loss_cls: 0.7434, loss: 0.7434, grad_norm: 10.1499 2020-10-11 23:11:43,680 - mmaction - INFO - Epoch [49][1280/1793] lr: 7.500e-05, eta: 0:39:15, time: 1.087, data_time: 0.007, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9427, loss_cls: 0.7648, loss: 0.7648, grad_norm: 10.9915 2020-10-11 23:12:03,709 - mmaction - INFO - Epoch [49][1300/1793] lr: 7.500e-05, eta: 0:38:55, time: 1.002, data_time: 0.004, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9490, loss_cls: 0.7934, loss: 0.7934, grad_norm: 11.5856 2020-10-11 23:12:24,333 - mmaction - INFO - Epoch [49][1320/1793] lr: 7.500e-05, eta: 0:38:35, time: 1.029, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9292, loss_cls: 0.8175, loss: 0.8175, grad_norm: 10.8381 2020-10-11 23:12:44,522 - mmaction - INFO - Epoch [49][1340/1793] lr: 7.500e-05, eta: 0:38:14, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9427, loss_cls: 0.7337, loss: 0.7337, grad_norm: 10.4776 2020-10-11 23:13:05,599 - mmaction - INFO - Epoch [49][1360/1793] lr: 7.500e-05, eta: 0:37:54, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9302, loss_cls: 0.8030, loss: 0.8030, grad_norm: 10.7581 2020-10-11 23:13:25,458 - mmaction - INFO - Epoch [49][1380/1793] lr: 7.500e-05, eta: 0:37:33, time: 0.993, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9250, loss_cls: 0.8661, loss: 0.8661, grad_norm: 11.2168 2020-10-11 23:13:46,381 - mmaction - INFO - Epoch [49][1400/1793] lr: 7.500e-05, eta: 0:37:13, time: 1.044, data_time: 0.006, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9385, loss_cls: 0.7348, loss: 0.7348, grad_norm: 10.2327 2020-10-11 23:14:06,591 - mmaction - INFO - Epoch [49][1420/1793] lr: 7.500e-05, eta: 0:36:52, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8474, loss: 0.8474, grad_norm: 11.0511 2020-10-11 23:14:27,697 - mmaction - INFO - Epoch [49][1440/1793] lr: 7.500e-05, eta: 0:36:32, time: 1.051, data_time: 0.005, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9333, loss_cls: 0.7783, loss: 0.7783, grad_norm: 10.6708 2020-10-11 23:14:47,947 - mmaction - INFO - Epoch [49][1460/1793] lr: 7.500e-05, eta: 0:36:12, time: 1.016, data_time: 0.007, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9260, loss_cls: 0.7951, loss: 0.7951, grad_norm: 10.5872 2020-10-11 23:15:09,092 - mmaction - INFO - Epoch [49][1480/1793] lr: 7.500e-05, eta: 0:35:51, time: 1.057, data_time: 0.005, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9417, loss_cls: 0.7031, loss: 0.7031, grad_norm: 10.4429 2020-10-11 23:15:28,973 - mmaction - INFO - Epoch [49][1500/1793] lr: 7.500e-05, eta: 0:35:31, time: 0.994, data_time: 0.002, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9458, loss_cls: 0.7886, loss: 0.7886, grad_norm: 10.8200 2020-10-11 23:15:49,239 - mmaction - INFO - Epoch [49][1520/1793] lr: 7.500e-05, eta: 0:35:10, time: 1.011, data_time: 0.005, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9375, loss_cls: 0.7799, loss: 0.7799, grad_norm: 10.2921 2020-10-11 23:16:09,438 - mmaction - INFO - Epoch [49][1540/1793] lr: 7.500e-05, eta: 0:34:50, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7771, top5_acc: 0.9323, loss_cls: 0.8131, loss: 0.8131, grad_norm: 11.0609 2020-10-11 23:16:29,675 - mmaction - INFO - Epoch [49][1560/1793] lr: 7.500e-05, eta: 0:34:29, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9417, loss_cls: 0.7770, loss: 0.7770, grad_norm: 10.6696 2020-10-11 23:16:50,262 - mmaction - INFO - Epoch [49][1580/1793] lr: 7.500e-05, eta: 0:34:09, time: 1.030, data_time: 0.004, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9531, loss_cls: 0.7318, loss: 0.7318, grad_norm: 10.4964 2020-10-11 23:17:10,822 - mmaction - INFO - Epoch [49][1600/1793] lr: 7.500e-05, eta: 0:33:48, time: 1.027, data_time: 0.005, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9438, loss_cls: 0.7565, loss: 0.7565, grad_norm: 10.2151 2020-10-11 23:17:31,492 - mmaction - INFO - Epoch [49][1620/1793] lr: 7.500e-05, eta: 0:33:28, time: 1.035, data_time: 0.005, memory: 10390, top1_acc: 0.8219, top5_acc: 0.9458, loss_cls: 0.7347, loss: 0.7347, grad_norm: 10.5905 2020-10-11 23:17:51,931 - mmaction - INFO - Epoch [49][1640/1793] lr: 7.500e-05, eta: 0:33:08, time: 1.020, data_time: 0.003, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9344, loss_cls: 0.7867, loss: 0.7867, grad_norm: 10.8059 2020-10-11 23:18:12,001 - mmaction - INFO - Epoch [49][1660/1793] lr: 7.500e-05, eta: 0:32:47, time: 1.005, data_time: 0.007, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9333, loss_cls: 0.7881, loss: 0.7881, grad_norm: 10.5787 2020-10-11 23:18:32,546 - mmaction - INFO - Epoch [49][1680/1793] lr: 7.500e-05, eta: 0:32:27, time: 1.027, data_time: 0.007, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9479, loss_cls: 0.7334, loss: 0.7334, grad_norm: 10.5409 2020-10-11 23:18:52,992 - mmaction - INFO - Epoch [49][1700/1793] lr: 7.500e-05, eta: 0:32:06, time: 1.023, data_time: 0.002, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9333, loss_cls: 0.7825, loss: 0.7825, grad_norm: 10.7947 2020-10-11 23:19:13,575 - mmaction - INFO - Epoch [49][1720/1793] lr: 7.500e-05, eta: 0:31:46, time: 1.026, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9417, loss_cls: 0.7917, loss: 0.7917, grad_norm: 10.9363 2020-10-11 23:19:33,875 - mmaction - INFO - Epoch [49][1740/1793] lr: 7.500e-05, eta: 0:31:25, time: 1.018, data_time: 0.007, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9396, loss_cls: 0.7941, loss: 0.7941, grad_norm: 10.6907 2020-10-11 23:19:54,404 - mmaction - INFO - Epoch [49][1760/1793] lr: 7.500e-05, eta: 0:31:05, time: 1.026, data_time: 0.003, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9260, loss_cls: 0.8437, loss: 0.8437, grad_norm: 11.0978 2020-10-11 23:20:14,712 - mmaction - INFO - Epoch [49][1780/1793] lr: 7.500e-05, eta: 0:30:45, time: 1.015, data_time: 0.005, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9344, loss_cls: 0.7982, loss: 0.7982, grad_norm: 11.2748 2020-10-11 23:20:27,422 - mmaction - INFO - Saving checkpoint at 49 epochs 2020-10-11 23:21:01,133 - mmaction - INFO - Epoch [50][20/1793] lr: 7.500e-05, eta: 0:30:11, time: 1.617, data_time: 0.716, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8054, loss: 0.8054, grad_norm: 10.9400 2020-10-11 23:21:20,246 - mmaction - INFO - Epoch [50][40/1793] lr: 7.500e-05, eta: 0:29:50, time: 0.958, data_time: 0.006, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9490, loss_cls: 0.7419, loss: 0.7419, grad_norm: 10.4109 2020-10-11 23:21:39,697 - mmaction - INFO - Epoch [50][60/1793] lr: 7.500e-05, eta: 0:29:30, time: 0.971, data_time: 0.005, memory: 10390, top1_acc: 0.8188, top5_acc: 0.9479, loss_cls: 0.7200, loss: 0.7200, grad_norm: 10.0196 2020-10-11 23:22:01,188 - mmaction - INFO - Epoch [50][80/1793] lr: 7.500e-05, eta: 0:29:10, time: 1.075, data_time: 0.005, memory: 10390, top1_acc: 0.7781, top5_acc: 0.9458, loss_cls: 0.7947, loss: 0.7947, grad_norm: 10.9798 2020-10-11 23:22:21,654 - mmaction - INFO - Epoch [50][100/1793] lr: 7.500e-05, eta: 0:28:49, time: 1.022, data_time: 0.006, memory: 10390, top1_acc: 0.8208, top5_acc: 0.9438, loss_cls: 0.7372, loss: 0.7372, grad_norm: 10.5679 2020-10-11 23:22:42,490 - mmaction - INFO - Epoch [50][120/1793] lr: 7.500e-05, eta: 0:28:29, time: 1.043, data_time: 0.006, memory: 10390, top1_acc: 0.8229, top5_acc: 0.9417, loss_cls: 0.7237, loss: 0.7237, grad_norm: 10.1176 2020-10-11 23:23:03,620 - mmaction - INFO - Epoch [50][140/1793] lr: 7.500e-05, eta: 0:28:08, time: 1.057, data_time: 0.003, memory: 10390, top1_acc: 0.8094, top5_acc: 0.9396, loss_cls: 0.7547, loss: 0.7547, grad_norm: 10.2268 2020-10-11 23:23:24,814 - mmaction - INFO - Epoch [50][160/1793] lr: 7.500e-05, eta: 0:27:48, time: 1.056, data_time: 0.005, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9437, loss_cls: 0.7967, loss: 0.7967, grad_norm: 10.9750 2020-10-11 23:23:45,640 - mmaction - INFO - Epoch [50][180/1793] lr: 7.500e-05, eta: 0:27:27, time: 1.045, data_time: 0.007, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9292, loss_cls: 0.8066, loss: 0.8066, grad_norm: 10.7874 2020-10-11 23:24:05,789 - mmaction - INFO - Epoch [50][200/1793] lr: 7.500e-05, eta: 0:27:07, time: 1.007, data_time: 0.002, memory: 10390, top1_acc: 0.7729, top5_acc: 0.9385, loss_cls: 0.8264, loss: 0.8264, grad_norm: 11.0894 2020-10-11 23:24:26,310 - mmaction - INFO - Epoch [50][220/1793] lr: 7.500e-05, eta: 0:26:47, time: 1.025, data_time: 0.006, memory: 10390, top1_acc: 0.8073, top5_acc: 0.9469, loss_cls: 0.7011, loss: 0.7011, grad_norm: 10.2794 2020-10-11 23:24:46,616 - mmaction - INFO - Epoch [50][240/1793] lr: 7.500e-05, eta: 0:26:26, time: 1.017, data_time: 0.006, memory: 10390, top1_acc: 0.8115, top5_acc: 0.9396, loss_cls: 0.7631, loss: 0.7631, grad_norm: 10.7969 2020-10-11 23:25:06,996 - mmaction - INFO - Epoch [50][260/1793] lr: 7.500e-05, eta: 0:26:06, time: 1.019, data_time: 0.005, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9198, loss_cls: 0.8466, loss: 0.8466, grad_norm: 11.1374 2020-10-11 23:25:27,194 - mmaction - INFO - Epoch [50][280/1793] lr: 7.500e-05, eta: 0:25:45, time: 1.010, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9188, loss_cls: 0.8756, loss: 0.8756, grad_norm: 10.9037 2020-10-11 23:25:47,485 - mmaction - INFO - Epoch [50][300/1793] lr: 7.500e-05, eta: 0:25:25, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9406, loss_cls: 0.7942, loss: 0.7942, grad_norm: 10.7991 2020-10-11 23:26:08,526 - mmaction - INFO - Epoch [50][320/1793] lr: 7.500e-05, eta: 0:25:04, time: 1.054, data_time: 0.006, memory: 10390, top1_acc: 0.7937, top5_acc: 0.9323, loss_cls: 0.8059, loss: 0.8059, grad_norm: 11.0558 2020-10-11 23:26:28,474 - mmaction - INFO - Epoch [50][340/1793] lr: 7.500e-05, eta: 0:24:44, time: 0.995, data_time: 0.005, memory: 10390, top1_acc: 0.7917, top5_acc: 0.9302, loss_cls: 0.8212, loss: 0.8212, grad_norm: 10.9028 2020-10-11 23:26:48,840 - mmaction - INFO - Epoch [50][360/1793] lr: 7.500e-05, eta: 0:24:24, time: 1.020, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9510, loss_cls: 0.7454, loss: 0.7454, grad_norm: 10.5470 2020-10-11 23:27:09,223 - mmaction - INFO - Epoch [50][380/1793] lr: 7.500e-05, eta: 0:24:03, time: 1.016, data_time: 0.006, memory: 10390, top1_acc: 0.7813, top5_acc: 0.9260, loss_cls: 0.8566, loss: 0.8566, grad_norm: 11.0750 2020-10-11 23:27:30,767 - mmaction - INFO - Epoch [50][400/1793] lr: 7.500e-05, eta: 0:23:43, time: 1.080, data_time: 0.007, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9427, loss_cls: 0.7668, loss: 0.7668, grad_norm: 10.7279 2020-10-11 23:27:51,055 - mmaction - INFO - Epoch [50][420/1793] lr: 7.500e-05, eta: 0:23:22, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9458, loss_cls: 0.7467, loss: 0.7467, grad_norm: 11.0593 2020-10-11 23:28:10,991 - mmaction - INFO - Epoch [50][440/1793] lr: 7.500e-05, eta: 0:23:02, time: 1.000, data_time: 0.007, memory: 10390, top1_acc: 0.8177, top5_acc: 0.9396, loss_cls: 0.7202, loss: 0.7202, grad_norm: 10.6009 2020-10-11 23:28:31,457 - mmaction - INFO - Epoch [50][460/1793] lr: 7.500e-05, eta: 0:22:41, time: 1.022, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9333, loss_cls: 0.8307, loss: 0.8307, grad_norm: 11.1983 2020-10-11 23:28:52,601 - mmaction - INFO - Epoch [50][480/1793] lr: 7.500e-05, eta: 0:22:21, time: 1.058, data_time: 0.004, memory: 10390, top1_acc: 0.7875, top5_acc: 0.9375, loss_cls: 0.7952, loss: 0.7952, grad_norm: 10.8143 2020-10-11 23:29:12,612 - mmaction - INFO - Epoch [50][500/1793] lr: 7.500e-05, eta: 0:22:00, time: 0.999, data_time: 0.006, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9490, loss_cls: 0.7569, loss: 0.7569, grad_norm: 10.5019 2020-10-11 23:29:33,694 - mmaction - INFO - Epoch [50][520/1793] lr: 7.500e-05, eta: 0:21:40, time: 1.055, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9375, loss_cls: 0.8244, loss: 0.8244, grad_norm: 11.0394 2020-10-11 23:29:53,508 - mmaction - INFO - Epoch [50][540/1793] lr: 7.500e-05, eta: 0:21:20, time: 0.992, data_time: 0.003, memory: 10390, top1_acc: 0.7698, top5_acc: 0.9292, loss_cls: 0.8497, loss: 0.8497, grad_norm: 10.9926 2020-10-11 23:30:13,933 - mmaction - INFO - Epoch [50][560/1793] lr: 7.500e-05, eta: 0:20:59, time: 1.019, data_time: 0.006, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9406, loss_cls: 0.7814, loss: 0.7814, grad_norm: 11.0190 2020-10-11 23:30:34,145 - mmaction - INFO - Epoch [50][580/1793] lr: 7.500e-05, eta: 0:20:39, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9281, loss_cls: 0.8272, loss: 0.8272, grad_norm: 10.6687 2020-10-11 23:30:54,585 - mmaction - INFO - Epoch [50][600/1793] lr: 7.500e-05, eta: 0:20:18, time: 1.022, data_time: 0.003, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9281, loss_cls: 0.8337, loss: 0.8337, grad_norm: 11.0189 2020-10-11 23:31:15,347 - mmaction - INFO - Epoch [50][620/1793] lr: 7.500e-05, eta: 0:19:58, time: 1.036, data_time: 0.005, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9417, loss_cls: 0.7618, loss: 0.7618, grad_norm: 10.9922 2020-10-11 23:31:35,443 - mmaction - INFO - Epoch [50][640/1793] lr: 7.500e-05, eta: 0:19:37, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.7857, loss: 0.7857, grad_norm: 10.8141 2020-10-11 23:31:56,057 - mmaction - INFO - Epoch [50][660/1793] lr: 7.500e-05, eta: 0:19:17, time: 1.030, data_time: 0.002, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9323, loss_cls: 0.7793, loss: 0.7793, grad_norm: 10.6423 2020-10-11 23:32:16,251 - mmaction - INFO - Epoch [50][680/1793] lr: 7.500e-05, eta: 0:18:57, time: 1.009, data_time: 0.008, memory: 10390, top1_acc: 0.8135, top5_acc: 0.9385, loss_cls: 0.7353, loss: 0.7353, grad_norm: 10.4287 2020-10-11 23:32:36,379 - mmaction - INFO - Epoch [50][700/1793] lr: 7.500e-05, eta: 0:18:36, time: 1.007, data_time: 0.003, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9438, loss_cls: 0.8030, loss: 0.8030, grad_norm: 10.8341 2020-10-11 23:32:57,296 - mmaction - INFO - Epoch [50][720/1793] lr: 7.500e-05, eta: 0:18:16, time: 1.046, data_time: 0.003, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9448, loss_cls: 0.7735, loss: 0.7735, grad_norm: 10.4757 2020-10-11 23:33:18,033 - mmaction - INFO - Epoch [50][740/1793] lr: 7.500e-05, eta: 0:17:55, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9313, loss_cls: 0.8017, loss: 0.8017, grad_norm: 10.6903 2020-10-11 23:33:38,708 - mmaction - INFO - Epoch [50][760/1793] lr: 7.500e-05, eta: 0:17:35, time: 1.034, data_time: 0.004, memory: 10390, top1_acc: 0.8021, top5_acc: 0.9417, loss_cls: 0.7909, loss: 0.7909, grad_norm: 10.8438 2020-10-11 23:33:59,728 - mmaction - INFO - Epoch [50][780/1793] lr: 7.500e-05, eta: 0:17:14, time: 1.051, data_time: 0.003, memory: 10390, top1_acc: 0.7812, top5_acc: 0.9417, loss_cls: 0.7665, loss: 0.7665, grad_norm: 10.4855 2020-10-11 23:34:19,628 - mmaction - INFO - Epoch [50][800/1793] lr: 7.500e-05, eta: 0:16:54, time: 0.994, data_time: 0.005, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9375, loss_cls: 0.7778, loss: 0.7778, grad_norm: 10.7125 2020-10-11 23:34:40,213 - mmaction - INFO - Epoch [50][820/1793] lr: 7.500e-05, eta: 0:16:34, time: 1.030, data_time: 0.005, memory: 10390, top1_acc: 0.7938, top5_acc: 0.9396, loss_cls: 0.7734, loss: 0.7734, grad_norm: 10.6937 2020-10-11 23:35:00,461 - mmaction - INFO - Epoch [50][840/1793] lr: 7.500e-05, eta: 0:16:13, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.8113, loss: 0.8113, grad_norm: 10.5908 2020-10-11 23:35:21,469 - mmaction - INFO - Epoch [50][860/1793] lr: 7.500e-05, eta: 0:15:53, time: 1.047, data_time: 0.006, memory: 10390, top1_acc: 0.8052, top5_acc: 0.9552, loss_cls: 0.7255, loss: 0.7255, grad_norm: 10.5925 2020-10-11 23:35:42,954 - mmaction - INFO - Epoch [50][880/1793] lr: 7.500e-05, eta: 0:15:32, time: 1.078, data_time: 0.007, memory: 10390, top1_acc: 0.7688, top5_acc: 0.9365, loss_cls: 0.8198, loss: 0.8198, grad_norm: 11.3912 2020-10-11 23:36:04,256 - mmaction - INFO - Epoch [50][900/1793] lr: 7.500e-05, eta: 0:15:12, time: 1.064, data_time: 0.003, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9177, loss_cls: 0.8616, loss: 0.8616, grad_norm: 10.9929 2020-10-11 23:36:23,946 - mmaction - INFO - Epoch [50][920/1793] lr: 7.500e-05, eta: 0:14:51, time: 0.986, data_time: 0.007, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9458, loss_cls: 0.7425, loss: 0.7425, grad_norm: 10.4432 2020-10-11 23:36:45,135 - mmaction - INFO - Epoch [50][940/1793] lr: 7.500e-05, eta: 0:14:31, time: 1.059, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9500, loss_cls: 0.7528, loss: 0.7528, grad_norm: 10.7646 2020-10-11 23:37:05,235 - mmaction - INFO - Epoch [50][960/1793] lr: 7.500e-05, eta: 0:14:11, time: 1.005, data_time: 0.002, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9365, loss_cls: 0.7793, loss: 0.7793, grad_norm: 10.3296 2020-10-11 23:37:25,527 - mmaction - INFO - Epoch [50][980/1793] lr: 7.500e-05, eta: 0:13:50, time: 1.012, data_time: 0.005, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9302, loss_cls: 0.8294, loss: 0.8294, grad_norm: 11.0296 2020-10-11 23:37:46,747 - mmaction - INFO - Epoch [50][1000/1793] lr: 7.500e-05, eta: 0:13:30, time: 1.061, data_time: 0.007, memory: 10390, top1_acc: 0.8010, top5_acc: 0.9365, loss_cls: 0.7284, loss: 0.7284, grad_norm: 10.6070 2020-10-11 23:38:07,270 - mmaction - INFO - Epoch [50][1020/1793] lr: 7.500e-05, eta: 0:13:09, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9385, loss_cls: 0.7819, loss: 0.7819, grad_norm: 11.1949 2020-10-11 23:38:27,413 - mmaction - INFO - Epoch [50][1040/1793] lr: 7.500e-05, eta: 0:12:49, time: 1.005, data_time: 0.005, memory: 10390, top1_acc: 0.8219, top5_acc: 0.9469, loss_cls: 0.7291, loss: 0.7291, grad_norm: 10.2956 2020-10-11 23:38:48,188 - mmaction - INFO - Epoch [50][1060/1793] lr: 7.500e-05, eta: 0:12:28, time: 1.041, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9281, loss_cls: 0.8288, loss: 0.8288, grad_norm: 11.0152 2020-10-11 23:39:08,443 - mmaction - INFO - Epoch [50][1080/1793] lr: 7.500e-05, eta: 0:12:08, time: 1.012, data_time: 0.007, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9333, loss_cls: 0.8076, loss: 0.8076, grad_norm: 10.7857 2020-10-11 23:39:29,332 - mmaction - INFO - Epoch [50][1100/1793] lr: 7.500e-05, eta: 0:11:48, time: 1.045, data_time: 0.005, memory: 10390, top1_acc: 0.8042, top5_acc: 0.9323, loss_cls: 0.7967, loss: 0.7967, grad_norm: 10.8869 2020-10-11 23:39:49,477 - mmaction - INFO - Epoch [50][1120/1793] lr: 7.500e-05, eta: 0:11:27, time: 1.006, data_time: 0.006, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9437, loss_cls: 0.8144, loss: 0.8144, grad_norm: 11.5030 2020-10-11 23:40:09,737 - mmaction - INFO - Epoch [50][1140/1793] lr: 7.500e-05, eta: 0:11:07, time: 1.015, data_time: 0.006, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9385, loss_cls: 0.7968, loss: 0.7968, grad_norm: 10.9362 2020-10-11 23:40:30,318 - mmaction - INFO - Epoch [50][1160/1793] lr: 7.500e-05, eta: 0:10:46, time: 1.029, data_time: 0.003, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9385, loss_cls: 0.7802, loss: 0.7802, grad_norm: 10.8009 2020-10-11 23:40:51,135 - mmaction - INFO - Epoch [50][1180/1793] lr: 7.500e-05, eta: 0:10:26, time: 1.039, data_time: 0.005, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9365, loss_cls: 0.7954, loss: 0.7954, grad_norm: 10.7019 2020-10-11 23:41:11,558 - mmaction - INFO - Epoch [50][1200/1793] lr: 7.500e-05, eta: 0:10:05, time: 1.023, data_time: 0.006, memory: 10390, top1_acc: 0.7865, top5_acc: 0.9354, loss_cls: 0.8419, loss: 0.8419, grad_norm: 11.0252 2020-10-11 23:41:31,839 - mmaction - INFO - Epoch [50][1220/1793] lr: 7.500e-05, eta: 0:09:45, time: 1.014, data_time: 0.006, memory: 10390, top1_acc: 0.7969, top5_acc: 0.9448, loss_cls: 0.7752, loss: 0.7752, grad_norm: 11.0974 2020-10-11 23:41:52,561 - mmaction - INFO - Epoch [50][1240/1793] lr: 7.500e-05, eta: 0:09:24, time: 1.036, data_time: 0.002, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9365, loss_cls: 0.7545, loss: 0.7545, grad_norm: 10.8110 2020-10-11 23:42:12,824 - mmaction - INFO - Epoch [50][1260/1793] lr: 7.500e-05, eta: 0:09:04, time: 1.010, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9396, loss_cls: 0.7697, loss: 0.7697, grad_norm: 10.7429 2020-10-11 23:42:34,309 - mmaction - INFO - Epoch [50][1280/1793] lr: 7.500e-05, eta: 0:08:44, time: 1.077, data_time: 0.007, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9406, loss_cls: 0.7668, loss: 0.7668, grad_norm: 10.8477 2020-10-11 23:42:55,120 - mmaction - INFO - Epoch [50][1300/1793] lr: 7.500e-05, eta: 0:08:23, time: 1.041, data_time: 0.004, memory: 10390, top1_acc: 0.7958, top5_acc: 0.9417, loss_cls: 0.7520, loss: 0.7520, grad_norm: 10.4346 2020-10-11 23:43:15,374 - mmaction - INFO - Epoch [50][1320/1793] lr: 7.500e-05, eta: 0:08:03, time: 1.012, data_time: 0.002, memory: 10390, top1_acc: 0.8000, top5_acc: 0.9365, loss_cls: 0.7619, loss: 0.7619, grad_norm: 10.3579 2020-10-11 23:43:35,967 - mmaction - INFO - Epoch [50][1340/1793] lr: 7.500e-05, eta: 0:07:42, time: 1.030, data_time: 0.006, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8134, loss: 0.8134, grad_norm: 10.8534 2020-10-11 23:43:56,705 - mmaction - INFO - Epoch [50][1360/1793] lr: 7.500e-05, eta: 0:07:22, time: 1.037, data_time: 0.002, memory: 10390, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8617, loss: 0.8617, grad_norm: 11.7367 2020-10-11 23:44:16,773 - mmaction - INFO - Epoch [50][1380/1793] lr: 7.500e-05, eta: 0:07:01, time: 1.003, data_time: 0.002, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9521, loss_cls: 0.7757, loss: 0.7757, grad_norm: 10.8687 2020-10-11 23:44:37,740 - mmaction - INFO - Epoch [50][1400/1793] lr: 7.500e-05, eta: 0:06:41, time: 1.048, data_time: 0.006, memory: 10390, top1_acc: 0.7979, top5_acc: 0.9500, loss_cls: 0.7156, loss: 0.7156, grad_norm: 10.2371 2020-10-11 23:44:58,049 - mmaction - INFO - Epoch [50][1420/1793] lr: 7.500e-05, eta: 0:06:21, time: 1.016, data_time: 0.003, memory: 10390, top1_acc: 0.8083, top5_acc: 0.9427, loss_cls: 0.7174, loss: 0.7174, grad_norm: 9.9057 2020-10-11 23:45:18,190 - mmaction - INFO - Epoch [50][1440/1793] lr: 7.500e-05, eta: 0:06:00, time: 1.005, data_time: 0.006, memory: 10390, top1_acc: 0.7802, top5_acc: 0.9302, loss_cls: 0.8261, loss: 0.8261, grad_norm: 10.8973 2020-10-11 23:45:38,304 - mmaction - INFO - Epoch [50][1460/1793] lr: 7.500e-05, eta: 0:05:40, time: 1.008, data_time: 0.005, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9323, loss_cls: 0.7701, loss: 0.7701, grad_norm: 10.6053 2020-10-11 23:45:58,940 - mmaction - INFO - Epoch [50][1480/1793] lr: 7.500e-05, eta: 0:05:19, time: 1.032, data_time: 0.003, memory: 10390, top1_acc: 0.7823, top5_acc: 0.9385, loss_cls: 0.8259, loss: 0.8259, grad_norm: 11.2311 2020-10-11 23:46:19,945 - mmaction - INFO - Epoch [50][1500/1793] lr: 7.500e-05, eta: 0:04:59, time: 1.049, data_time: 0.006, memory: 10390, top1_acc: 0.7844, top5_acc: 0.9385, loss_cls: 0.7847, loss: 0.7847, grad_norm: 10.9120 2020-10-11 23:46:40,521 - mmaction - INFO - Epoch [50][1520/1793] lr: 7.500e-05, eta: 0:04:38, time: 1.029, data_time: 0.006, memory: 10390, top1_acc: 0.8063, top5_acc: 0.9417, loss_cls: 0.7313, loss: 0.7313, grad_norm: 10.5321 2020-10-11 23:47:00,853 - mmaction - INFO - Epoch [50][1540/1793] lr: 7.500e-05, eta: 0:04:18, time: 1.017, data_time: 0.004, memory: 10390, top1_acc: 0.7833, top5_acc: 0.9365, loss_cls: 0.8295, loss: 0.8295, grad_norm: 11.0757 2020-10-11 23:47:21,551 - mmaction - INFO - Epoch [50][1560/1793] lr: 7.500e-05, eta: 0:03:58, time: 1.033, data_time: 0.007, memory: 10390, top1_acc: 0.7687, top5_acc: 0.9302, loss_cls: 0.8513, loss: 0.8513, grad_norm: 11.0303 2020-10-11 23:47:41,939 - mmaction - INFO - Epoch [50][1580/1793] lr: 7.500e-05, eta: 0:03:37, time: 1.021, data_time: 0.005, memory: 10390, top1_acc: 0.8188, top5_acc: 0.9469, loss_cls: 0.7341, loss: 0.7341, grad_norm: 10.3984 2020-10-11 23:48:02,968 - mmaction - INFO - Epoch [50][1600/1793] lr: 7.500e-05, eta: 0:03:17, time: 1.051, data_time: 0.002, memory: 10390, top1_acc: 0.7760, top5_acc: 0.9427, loss_cls: 0.8133, loss: 0.8133, grad_norm: 10.6188 2020-10-11 23:48:23,503 - mmaction - INFO - Epoch [50][1620/1793] lr: 7.500e-05, eta: 0:02:56, time: 1.027, data_time: 0.006, memory: 10390, top1_acc: 0.8229, top5_acc: 0.9458, loss_cls: 0.6867, loss: 0.6867, grad_norm: 9.8014 2020-10-11 23:48:43,774 - mmaction - INFO - Epoch [50][1640/1793] lr: 7.500e-05, eta: 0:02:36, time: 1.012, data_time: 0.006, memory: 10390, top1_acc: 0.7990, top5_acc: 0.9396, loss_cls: 0.7805, loss: 0.7805, grad_norm: 10.6750 2020-10-11 23:49:04,363 - mmaction - INFO - Epoch [50][1660/1793] lr: 7.500e-05, eta: 0:02:15, time: 1.031, data_time: 0.004, memory: 10390, top1_acc: 0.7854, top5_acc: 0.9229, loss_cls: 0.8502, loss: 0.8502, grad_norm: 10.8424 2020-10-11 23:49:24,619 - mmaction - INFO - Epoch [50][1680/1793] lr: 7.500e-05, eta: 0:01:55, time: 1.013, data_time: 0.002, memory: 10390, top1_acc: 0.7948, top5_acc: 0.9344, loss_cls: 0.7865, loss: 0.7865, grad_norm: 10.5098 2020-10-11 23:49:44,644 - mmaction - INFO - Epoch [50][1700/1793] lr: 7.500e-05, eta: 0:01:35, time: 1.001, data_time: 0.005, memory: 10390, top1_acc: 0.8146, top5_acc: 0.9438, loss_cls: 0.7084, loss: 0.7084, grad_norm: 10.4264 2020-10-11 23:50:05,728 - mmaction - INFO - Epoch [50][1720/1793] lr: 7.500e-05, eta: 0:01:14, time: 1.054, data_time: 0.002, memory: 10390, top1_acc: 0.8062, top5_acc: 0.9417, loss_cls: 0.7569, loss: 0.7569, grad_norm: 11.0521 2020-10-11 23:50:26,678 - mmaction - INFO - Epoch [50][1740/1793] lr: 7.500e-05, eta: 0:00:54, time: 1.048, data_time: 0.002, memory: 10390, top1_acc: 0.7927, top5_acc: 0.9333, loss_cls: 0.7834, loss: 0.7834, grad_norm: 10.6080 2020-10-11 23:50:46,964 - mmaction - INFO - Epoch [50][1760/1793] lr: 7.500e-05, eta: 0:00:33, time: 1.011, data_time: 0.006, memory: 10390, top1_acc: 0.7906, top5_acc: 0.9437, loss_cls: 0.7432, loss: 0.7432, grad_norm: 10.4146 2020-10-11 23:51:06,864 - mmaction - INFO - Epoch [50][1780/1793] lr: 7.500e-05, eta: 0:00:13, time: 0.998, data_time: 0.007, memory: 10390, top1_acc: 0.7792, top5_acc: 0.9323, loss_cls: 0.8294, loss: 0.8294, grad_norm: 11.1760 2020-10-11 23:51:19,676 - mmaction - INFO - Saving checkpoint at 50 epochs