2020-10-11 20:54:00,705 - 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 ------------------------------------------------------------ 2020-10-11 20:54:00,706 - mmaction - INFO - Distributed training: True 2020-10-11 20:54:00,706 - mmaction - INFO - Config: /mnt/lustre/linjintao/try/mmaction2_tsm/slurm_configs/recognition/tsm/tsm_r50_1x1x16_50e_kinetics400_rgb_340x256.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=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, num_segments=16, 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/kinetics400/rawframes_train_256p' # data_root_val = 'data/kinetics400/rawframes_val_256p' # ann_file_train = 'data/kinetics400/kinetics_train_list_256p.txt' # ann_file_val = 'data/kinetics400/kinetics_val_list_256p.txt' # ann_file_test = 'data/kinetics400/kinetics_val_list_256p.txt' data_root = 'data/kinetics400/rawframes_train' data_root_val = 'data/kinetics400/rawframes_val' ann_file_train = 'data/kinetics400/kinetics_train_list.txt' ann_file_val = 'data/kinetics400/kinetics_val_list.txt' ann_file_test = 'data/kinetics400/kinetics_val_list.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16), dict(type='RawFrameDecode', io_backend='memcached', decoding_backend='turbojpeg', **mc_cfg), dict(type='Resize', scale=(-1, 256), lazy=True), 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, lazy=True), dict(type='Resize', scale=(224, 224), keep_ratio=False, lazy=True), dict(type='Flip', flip_ratio=0.5, lazy=True),dict(type='Fuse'), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict(type='RawFrameDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=1, frame_interval=1, num_clips=16, test_mode=True), dict(type='RawFrameDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict(type='Flip', flip_ratio=0), dict(type='Normalize', **img_norm_cfg), dict(type='FormatShape', input_format='NCHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=6, workers_per_gpu=4, train=dict( type=dataset_type, ann_file=ann_file_train, data_prefix=data_root, pipeline=train_pipeline), val=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=val_pipeline), test=dict( type=dataset_type, ann_file=ann_file_test, data_prefix=data_root_val, pipeline=test_pipeline)) # optimizer optimizer = dict( type='SGD', constructor='TSMOptimizerConstructor', paramwise_cfg=dict(fc_lr5=True), lr=0.0075 * 4, # this lr is used for 8 gpus momentum=0.9, weight_decay=0.0001) 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=5) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy'], topk=(1, 5)) log_config = dict( interval=20, hooks=[ dict(type='TextLoggerHook'), # dict(type='TensorboardLoggerHook'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/tsm_r50_1x1x16_50e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] 2020-10-11 20:54:14,241 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2020-10-11 20:54:18,741 - mmaction - INFO - Start running, host: linjintao@SH-IDC1-10-5-30-87, work_dir: /mnt/lustre/linjintao/try/mmaction2_tsm/workdir/tsm_r50_1x1x16_50e_kinetics400_rgb_340x256_32g 2020-10-11 20:54:18,741 - mmaction - INFO - workflow: [('train', 1)], max: 50 epochs 2020-10-11 20:55:45,449 - mmaction - INFO - Epoch [1][20/1253] lr: 3.000e-02, eta: 3 days, 3:16:02, time: 4.326, data_time: 1.347, memory: 10398, top1_acc: 0.0195, top5_acc: 0.0563, loss_cls: 6.0704, loss: 6.0704, grad_norm: 2.2609 2020-10-11 20:56:37,570 - mmaction - INFO - Epoch [1][40/1253] lr: 3.000e-02, eta: 2 days, 12:18:55, time: 2.610, data_time: 0.011, memory: 10398, top1_acc: 0.0654, top5_acc: 0.1865, loss_cls: 5.3290, loss: 5.3290, grad_norm: 2.6636 2020-10-11 20:57:24,023 - mmaction - INFO - Epoch [1][60/1253] lr: 3.000e-02, eta: 2 days, 5:40:36, time: 2.326, data_time: 0.007, memory: 10398, top1_acc: 0.1182, top5_acc: 0.2859, loss_cls: 4.6707, loss: 4.6707, grad_norm: 3.0593 2020-10-11 20:58:12,233 - mmaction - INFO - Epoch [1][80/1253] lr: 3.000e-02, eta: 2 days, 2:42:21, time: 2.408, data_time: 0.002, memory: 10398, top1_acc: 0.1391, top5_acc: 0.3331, loss_cls: 4.3910, loss: 4.3910, grad_norm: 3.3684 2020-10-11 20:58:58,014 - mmaction - INFO - Epoch [1][100/1253] lr: 3.000e-02, eta: 2 days, 0:30:13, time: 2.288, data_time: 0.007, memory: 10398, top1_acc: 0.1701, top5_acc: 0.3773, loss_cls: 4.1437, loss: 4.1437, grad_norm: 3.5149 2020-10-11 20:59:44,620 - mmaction - INFO - Epoch [1][120/1253] lr: 3.000e-02, eta: 1 day, 23:08:53, time: 2.329, data_time: 0.006, memory: 10398, top1_acc: 0.1818, top5_acc: 0.3992, loss_cls: 4.0469, loss: 4.0469, grad_norm: 3.5496 2020-10-11 21:00:35,045 - mmaction - INFO - Epoch [1][140/1253] lr: 3.000e-02, eta: 1 day, 22:37:19, time: 2.508, data_time: 0.007, memory: 10398, top1_acc: 0.2029, top5_acc: 0.4313, loss_cls: 3.9057, loss: 3.9057, grad_norm: 3.5897 2020-10-11 21:01:22,312 - mmaction - INFO - Epoch [1][160/1253] lr: 3.000e-02, eta: 1 day, 21:56:52, time: 2.381, data_time: 0.032, memory: 10398, top1_acc: 0.2174, top5_acc: 0.4651, loss_cls: 3.7418, loss: 3.7418, grad_norm: 3.6198 2020-10-11 21:02:10,247 - mmaction - INFO - Epoch [1][180/1253] lr: 3.000e-02, eta: 1 day, 21:26:43, time: 2.394, data_time: 0.002, memory: 10398, top1_acc: 0.2216, top5_acc: 0.4518, loss_cls: 3.7579, loss: 3.7579, grad_norm: 3.6220 2020-10-11 21:02:57,204 - mmaction - INFO - Epoch [1][200/1253] lr: 3.000e-02, eta: 1 day, 20:57:43, time: 2.349, data_time: 0.006, memory: 10398, top1_acc: 0.2359, top5_acc: 0.4708, loss_cls: 3.5962, loss: 3.5962, grad_norm: 3.6194 2020-10-11 21:03:41,726 - mmaction - INFO - Epoch [1][220/1253] lr: 3.000e-02, eta: 1 day, 20:22:27, time: 2.228, data_time: 0.008, memory: 10398, top1_acc: 0.2404, top5_acc: 0.4852, loss_cls: 3.5817, loss: 3.5817, grad_norm: 3.6392 2020-10-11 21:04:28,344 - mmaction - INFO - Epoch [1][240/1253] lr: 3.000e-02, eta: 1 day, 20:01:49, time: 2.331, data_time: 0.002, memory: 10398, top1_acc: 0.2547, top5_acc: 0.5018, loss_cls: 3.5161, loss: 3.5161, grad_norm: 3.7204 2020-10-11 21:05:12,284 - mmaction - INFO - Epoch [1][260/1253] lr: 3.000e-02, eta: 1 day, 19:33:20, time: 2.194, data_time: 0.002, memory: 10398, top1_acc: 0.2513, top5_acc: 0.4979, loss_cls: 3.5074, loss: 3.5074, grad_norm: 3.6045 2020-10-11 21:06:00,386 - mmaction - INFO - Epoch [1][280/1253] lr: 3.000e-02, eta: 1 day, 19:24:31, time: 2.406, data_time: 0.007, memory: 10398, top1_acc: 0.2724, top5_acc: 0.5133, loss_cls: 3.4562, loss: 3.4562, grad_norm: 3.6485 2020-10-11 21:06:47,752 - mmaction - INFO - Epoch [1][300/1253] lr: 3.000e-02, eta: 1 day, 19:14:07, time: 2.367, data_time: 0.006, memory: 10398, top1_acc: 0.2776, top5_acc: 0.5299, loss_cls: 3.3568, loss: 3.3568, grad_norm: 3.7035 2020-10-11 21:07:31,539 - mmaction - INFO - Epoch [1][320/1253] lr: 3.000e-02, eta: 1 day, 18:53:33, time: 2.192, data_time: 0.006, memory: 10398, top1_acc: 0.2784, top5_acc: 0.5250, loss_cls: 3.3613, loss: 3.3613, grad_norm: 3.6288 2020-10-11 21:08:18,281 - mmaction - INFO - Epoch [1][340/1253] lr: 3.000e-02, eta: 1 day, 18:43:56, time: 2.333, data_time: 0.002, memory: 10398, top1_acc: 0.2930, top5_acc: 0.5510, loss_cls: 3.2825, loss: 3.2825, grad_norm: 3.6859 2020-10-11 21:09:05,411 - mmaction - INFO - Epoch [1][360/1253] lr: 3.000e-02, eta: 1 day, 18:36:41, time: 2.357, data_time: 0.007, memory: 10398, top1_acc: 0.2810, top5_acc: 0.5411, loss_cls: 3.2864, loss: 3.2864, grad_norm: 3.6659 2020-10-11 21:09:50,984 - mmaction - INFO - Epoch [1][380/1253] lr: 3.000e-02, eta: 1 day, 18:25:48, time: 2.278, data_time: 0.006, memory: 10398, top1_acc: 0.2831, top5_acc: 0.5495, loss_cls: 3.2650, loss: 3.2650, grad_norm: 3.6618 2020-10-11 21:10:37,089 - mmaction - INFO - Epoch [1][400/1253] lr: 3.000e-02, eta: 1 day, 18:17:19, time: 2.305, data_time: 0.007, memory: 10398, top1_acc: 0.2753, top5_acc: 0.5349, loss_cls: 3.3378, loss: 3.3378, grad_norm: 3.6271 2020-10-11 21:11:24,404 - mmaction - INFO - Epoch [1][420/1253] lr: 3.000e-02, eta: 1 day, 18:12:33, time: 2.365, data_time: 0.007, memory: 10398, top1_acc: 0.3005, top5_acc: 0.5719, loss_cls: 3.1608, loss: 3.1608, grad_norm: 3.4959 2020-10-11 21:12:10,984 - mmaction - INFO - Epoch [1][440/1253] lr: 3.000e-02, eta: 1 day, 18:06:28, time: 2.330, data_time: 0.005, memory: 10398, top1_acc: 0.3016, top5_acc: 0.5656, loss_cls: 3.1600, loss: 3.1600, grad_norm: 3.5798 2020-10-11 21:12:56,189 - mmaction - INFO - Epoch [1][460/1253] lr: 3.000e-02, eta: 1 day, 17:57:40, time: 2.259, data_time: 0.007, memory: 10398, top1_acc: 0.3063, top5_acc: 0.5721, loss_cls: 3.1533, loss: 3.1533, grad_norm: 3.6251 2020-10-11 21:13:43,887 - mmaction - INFO - Epoch [1][480/1253] lr: 3.000e-02, eta: 1 day, 17:55:04, time: 2.387, data_time: 0.006, memory: 10398, top1_acc: 0.3211, top5_acc: 0.5867, loss_cls: 3.0990, loss: 3.0990, grad_norm: 3.5799 2020-10-11 21:14:28,504 - mmaction - INFO - Epoch [1][500/1253] lr: 3.000e-02, eta: 1 day, 17:46:01, time: 2.228, data_time: 0.002, memory: 10398, top1_acc: 0.3180, top5_acc: 0.5862, loss_cls: 3.0967, loss: 3.0967, grad_norm: 3.6206 2020-10-11 21:15:13,945 - mmaction - INFO - Epoch [1][520/1253] lr: 3.000e-02, eta: 1 day, 17:39:23, time: 2.273, data_time: 0.007, memory: 10398, top1_acc: 0.3081, top5_acc: 0.5872, loss_cls: 3.0764, loss: 3.0764, grad_norm: 3.5486 2020-10-11 21:15:58,804 - mmaction - INFO - Epoch [1][540/1253] lr: 3.000e-02, eta: 1 day, 17:32:00, time: 2.242, data_time: 0.007, memory: 10398, top1_acc: 0.3294, top5_acc: 0.6073, loss_cls: 2.9834, loss: 2.9834, grad_norm: 3.5807 2020-10-11 21:16:44,887 - mmaction - INFO - Epoch [1][560/1253] lr: 3.000e-02, eta: 1 day, 17:27:28, time: 2.306, data_time: 0.006, memory: 10398, top1_acc: 0.3240, top5_acc: 0.5930, loss_cls: 3.0539, loss: 3.0539, grad_norm: 3.5636 2020-10-11 21:17:32,490 - mmaction - INFO - Epoch [1][580/1253] lr: 3.000e-02, eta: 1 day, 17:25:45, time: 2.378, data_time: 0.002, memory: 10398, top1_acc: 0.3307, top5_acc: 0.5932, loss_cls: 3.0173, loss: 3.0173, grad_norm: 3.5452 2020-10-11 21:18:17,088 - mmaction - INFO - Epoch [1][600/1253] lr: 3.000e-02, eta: 1 day, 17:18:57, time: 2.229, data_time: 0.006, memory: 10398, top1_acc: 0.3477, top5_acc: 0.5969, loss_cls: 2.9623, loss: 2.9623, grad_norm: 3.5323 2020-10-11 21:19:02,621 - mmaction - INFO - Epoch [1][620/1253] lr: 3.000e-02, eta: 1 day, 17:14:11, time: 2.278, data_time: 0.007, memory: 10398, top1_acc: 0.3284, top5_acc: 0.5990, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.6284 2020-10-11 21:19:49,661 - mmaction - INFO - Epoch [1][640/1253] lr: 3.000e-02, eta: 1 day, 17:12:07, time: 2.354, data_time: 0.007, memory: 10398, top1_acc: 0.3362, top5_acc: 0.6076, loss_cls: 2.9739, loss: 2.9739, grad_norm: 3.5623 2020-10-11 21:20:34,523 - mmaction - INFO - Epoch [1][660/1253] lr: 3.000e-02, eta: 1 day, 17:06:38, time: 2.243, data_time: 0.002, memory: 10398, top1_acc: 0.3518, top5_acc: 0.6211, loss_cls: 2.9213, loss: 2.9213, grad_norm: 3.5621 2020-10-11 21:21:20,209 - mmaction - INFO - Epoch [1][680/1253] lr: 3.000e-02, eta: 1 day, 17:02:43, time: 2.285, data_time: 0.005, memory: 10398, top1_acc: 0.3427, top5_acc: 0.6208, loss_cls: 2.9078, loss: 2.9078, grad_norm: 3.5594 2020-10-11 21:22:05,329 - mmaction - INFO - Epoch [1][700/1253] lr: 3.000e-02, eta: 1 day, 16:58:01, time: 2.252, data_time: 0.003, memory: 10398, top1_acc: 0.3531, top5_acc: 0.6250, loss_cls: 2.8978, loss: 2.8978, grad_norm: 3.5849 2020-10-11 21:22:50,987 - mmaction - INFO - Epoch [1][720/1253] lr: 3.000e-02, eta: 1 day, 16:54:32, time: 2.287, data_time: 0.007, memory: 10398, top1_acc: 0.3500, top5_acc: 0.6247, loss_cls: 2.8623, loss: 2.8623, grad_norm: 3.5564 2020-10-11 21:23:34,962 - mmaction - INFO - Epoch [1][740/1253] lr: 3.000e-02, eta: 1 day, 16:48:39, time: 2.195, data_time: 0.002, memory: 10398, top1_acc: 0.3445, top5_acc: 0.6198, loss_cls: 2.8891, loss: 2.8891, grad_norm: 3.5515 2020-10-11 21:24:18,237 - mmaction - INFO - Epoch [1][760/1253] lr: 3.000e-02, eta: 1 day, 16:42:16, time: 2.167, data_time: 0.006, memory: 10398, top1_acc: 0.3589, top5_acc: 0.6156, loss_cls: 2.9031, loss: 2.9031, grad_norm: 3.5097 2020-10-11 21:25:04,599 - mmaction - INFO - Epoch [1][780/1253] lr: 3.000e-02, eta: 1 day, 16:40:10, time: 2.318, data_time: 0.004, memory: 10398, top1_acc: 0.3523, top5_acc: 0.6279, loss_cls: 2.8388, loss: 2.8388, grad_norm: 3.4694 2020-10-11 21:25:50,571 - mmaction - INFO - Epoch [1][800/1253] lr: 3.000e-02, eta: 1 day, 16:37:38, time: 2.299, data_time: 0.002, memory: 10398, top1_acc: 0.3586, top5_acc: 0.6245, loss_cls: 2.8525, loss: 2.8525, grad_norm: 3.5774 2020-10-11 21:26:34,955 - mmaction - INFO - Epoch [1][820/1253] lr: 3.000e-02, eta: 1 day, 16:33:07, time: 2.217, data_time: 0.002, memory: 10398, top1_acc: 0.3685, top5_acc: 0.6411, loss_cls: 2.8052, loss: 2.8052, grad_norm: 3.5780 2020-10-11 21:27:20,096 - mmaction - INFO - Epoch [1][840/1253] lr: 3.000e-02, eta: 1 day, 16:29:48, time: 2.258, data_time: 0.007, memory: 10398, top1_acc: 0.3615, top5_acc: 0.6370, loss_cls: 2.8030, loss: 2.8030, grad_norm: 3.5491 2020-10-11 21:28:06,183 - mmaction - INFO - Epoch [1][860/1253] lr: 3.000e-02, eta: 1 day, 16:27:40, time: 2.302, data_time: 0.006, memory: 10398, top1_acc: 0.3688, top5_acc: 0.6471, loss_cls: 2.7507, loss: 2.7507, grad_norm: 3.4786 2020-10-11 21:28:51,638 - mmaction - INFO - Epoch [1][880/1253] lr: 3.000e-02, eta: 1 day, 16:24:55, time: 2.273, data_time: 0.007, memory: 10398, top1_acc: 0.3651, top5_acc: 0.6370, loss_cls: 2.7981, loss: 2.7981, grad_norm: 3.5508 2020-10-11 21:29:36,612 - mmaction - INFO - Epoch [1][900/1253] lr: 3.000e-02, eta: 1 day, 16:21:42, time: 2.249, data_time: 0.007, memory: 10398, top1_acc: 0.3833, top5_acc: 0.6375, loss_cls: 2.7855, loss: 2.7855, grad_norm: 3.4735 2020-10-11 21:30:23,242 - mmaction - INFO - Epoch [1][920/1253] lr: 3.000e-02, eta: 1 day, 16:20:25, time: 2.331, data_time: 0.006, memory: 10398, top1_acc: 0.3940, top5_acc: 0.6484, loss_cls: 2.7223, loss: 2.7223, grad_norm: 3.5047 2020-10-11 21:31:08,606 - mmaction - INFO - Epoch [1][940/1253] lr: 3.000e-02, eta: 1 day, 16:17:48, time: 2.269, data_time: 0.007, memory: 10398, top1_acc: 0.3638, top5_acc: 0.6388, loss_cls: 2.7657, loss: 2.7657, grad_norm: 3.4963 2020-10-11 21:31:52,841 - mmaction - INFO - Epoch [1][960/1253] lr: 3.000e-02, eta: 1 day, 16:14:03, time: 2.212, data_time: 0.008, memory: 10398, top1_acc: 0.3878, top5_acc: 0.6526, loss_cls: 2.6842, loss: 2.6842, grad_norm: 3.4309 2020-10-11 21:32:37,768 - mmaction - INFO - Epoch [1][980/1253] lr: 3.000e-02, eta: 1 day, 16:11:07, time: 2.245, data_time: 0.006, memory: 10398, top1_acc: 0.3813, top5_acc: 0.6518, loss_cls: 2.7408, loss: 2.7408, grad_norm: 3.5573 2020-10-11 21:33:20,140 - mmaction - INFO - Epoch [1][1000/1253] lr: 3.000e-02, eta: 1 day, 16:05:39, time: 2.118, data_time: 0.007, memory: 10398, top1_acc: 0.3815, top5_acc: 0.6401, loss_cls: 2.7665, loss: 2.7665, grad_norm: 3.4636 2020-10-11 21:34:05,865 - mmaction - INFO - Epoch [1][1020/1253] lr: 3.000e-02, eta: 1 day, 16:03:45, time: 2.285, data_time: 0.009, memory: 10398, top1_acc: 0.3776, top5_acc: 0.6479, loss_cls: 2.7289, loss: 2.7289, grad_norm: 3.5011 2020-10-11 21:34:49,117 - mmaction - INFO - Epoch [1][1040/1253] lr: 3.000e-02, eta: 1 day, 15:59:32, time: 2.166, data_time: 0.007, memory: 10398, top1_acc: 0.3740, top5_acc: 0.6607, loss_cls: 2.7068, loss: 2.7068, grad_norm: 3.4367 2020-10-11 21:35:34,352 - mmaction - INFO - Epoch [1][1060/1253] lr: 3.000e-02, eta: 1 day, 15:57:16, time: 2.260, data_time: 0.004, memory: 10398, top1_acc: 0.3940, top5_acc: 0.6667, loss_cls: 2.6273, loss: 2.6273, grad_norm: 3.4789 2020-10-11 21:36:19,249 - mmaction - INFO - Epoch [1][1080/1253] lr: 3.000e-02, eta: 1 day, 15:54:46, time: 2.245, data_time: 0.006, memory: 10398, top1_acc: 0.3901, top5_acc: 0.6615, loss_cls: 2.6878, loss: 2.6878, grad_norm: 3.4461 2020-10-11 21:37:06,523 - mmaction - INFO - Epoch [1][1100/1253] lr: 3.000e-02, eta: 1 day, 15:54:33, time: 2.363, data_time: 0.007, memory: 10398, top1_acc: 0.3971, top5_acc: 0.6630, loss_cls: 2.6402, loss: 2.6402, grad_norm: 3.4839 2020-10-11 21:37:52,651 - mmaction - INFO - Epoch [1][1120/1253] lr: 3.000e-02, eta: 1 day, 15:53:16, time: 2.307, data_time: 0.007, memory: 10398, top1_acc: 0.3990, top5_acc: 0.6682, loss_cls: 2.6388, loss: 2.6388, grad_norm: 3.4520 2020-10-11 21:38:36,702 - mmaction - INFO - Epoch [1][1140/1253] lr: 3.000e-02, eta: 1 day, 15:50:08, time: 2.202, data_time: 0.007, memory: 10398, top1_acc: 0.4115, top5_acc: 0.6766, loss_cls: 2.5712, loss: 2.5712, grad_norm: 3.4293 2020-10-11 21:39:24,247 - mmaction - INFO - Epoch [1][1160/1253] lr: 3.000e-02, eta: 1 day, 15:50:12, time: 2.379, data_time: 0.007, memory: 10398, top1_acc: 0.3927, top5_acc: 0.6635, loss_cls: 2.6334, loss: 2.6334, grad_norm: 3.5476 2020-10-11 21:40:07,400 - mmaction - INFO - Epoch [1][1180/1253] lr: 3.000e-02, eta: 1 day, 15:46:23, time: 2.158, data_time: 0.002, memory: 10398, top1_acc: 0.4086, top5_acc: 0.6604, loss_cls: 2.6501, loss: 2.6501, grad_norm: 3.4466 2020-10-11 21:40:53,857 - mmaction - INFO - Epoch [1][1200/1253] lr: 3.000e-02, eta: 1 day, 15:45:27, time: 2.320, data_time: 0.002, memory: 10398, top1_acc: 0.3844, top5_acc: 0.6635, loss_cls: 2.6466, loss: 2.6466, grad_norm: 3.4648 2020-10-11 21:41:38,306 - mmaction - INFO - Epoch [1][1220/1253] lr: 3.000e-02, eta: 1 day, 15:42:52, time: 2.222, data_time: 0.007, memory: 10398, top1_acc: 0.3969, top5_acc: 0.6656, loss_cls: 2.6347, loss: 2.6347, grad_norm: 3.4518 2020-10-11 21:42:23,087 - mmaction - INFO - Epoch [1][1240/1253] lr: 3.000e-02, eta: 1 day, 15:40:41, time: 2.242, data_time: 0.006, memory: 10398, top1_acc: 0.3945, top5_acc: 0.6677, loss_cls: 2.6092, loss: 2.6092, grad_norm: 3.4578 2020-10-11 21:43:38,745 - mmaction - INFO - Epoch [2][20/1253] lr: 3.000e-02, eta: 1 day, 15:23:29, time: 2.847, data_time: 1.373, memory: 10398, top1_acc: 0.4185, top5_acc: 0.6823, loss_cls: 2.5393, loss: 2.5393, grad_norm: 3.4928 2020-10-11 21:44:20,217 - mmaction - INFO - Epoch [2][40/1253] lr: 3.000e-02, eta: 1 day, 15:18:58, time: 2.074, data_time: 0.046, memory: 10398, top1_acc: 0.4336, top5_acc: 0.6966, loss_cls: 2.4729, loss: 2.4729, grad_norm: 3.4450 2020-10-11 21:45:02,911 - mmaction - INFO - Epoch [2][60/1253] lr: 3.000e-02, eta: 1 day, 15:15:31, time: 2.135, data_time: 0.002, memory: 10398, top1_acc: 0.4326, top5_acc: 0.6992, loss_cls: 2.4749, loss: 2.4749, grad_norm: 3.4927 2020-10-11 21:45:44,710 - mmaction - INFO - Epoch [2][80/1253] lr: 3.000e-02, eta: 1 day, 15:11:28, time: 2.090, data_time: 0.002, memory: 10398, top1_acc: 0.4164, top5_acc: 0.6901, loss_cls: 2.5294, loss: 2.5294, grad_norm: 3.5127 2020-10-11 21:46:25,869 - mmaction - INFO - Epoch [2][100/1253] lr: 3.000e-02, eta: 1 day, 15:06:59, time: 2.055, data_time: 0.002, memory: 10398, top1_acc: 0.4143, top5_acc: 0.6826, loss_cls: 2.5414, loss: 2.5414, grad_norm: 3.4468 2020-10-11 21:47:07,149 - mmaction - INFO - Epoch [2][120/1253] lr: 3.000e-02, eta: 1 day, 15:02:47, time: 2.066, data_time: 0.008, memory: 10398, top1_acc: 0.4174, top5_acc: 0.6891, loss_cls: 2.4838, loss: 2.4838, grad_norm: 3.4685 2020-10-11 21:47:50,066 - mmaction - INFO - Epoch [2][140/1253] lr: 3.000e-02, eta: 1 day, 14:59:51, time: 2.146, data_time: 0.002, memory: 10398, top1_acc: 0.4247, top5_acc: 0.6831, loss_cls: 2.5238, loss: 2.5238, grad_norm: 3.3747 2020-10-11 21:48:30,854 - mmaction - INFO - Epoch [2][160/1253] lr: 3.000e-02, eta: 1 day, 14:55:25, time: 2.037, data_time: 0.002, memory: 10398, top1_acc: 0.4294, top5_acc: 0.6888, loss_cls: 2.4968, loss: 2.4968, grad_norm: 3.3508 2020-10-11 21:49:12,360 - mmaction - INFO - Epoch [2][180/1253] lr: 3.000e-02, eta: 1 day, 14:51:37, time: 2.076, data_time: 0.006, memory: 10398, top1_acc: 0.4339, top5_acc: 0.6979, loss_cls: 2.4460, loss: 2.4460, grad_norm: 3.4758 2020-10-11 21:49:52,805 - mmaction - INFO - Epoch [2][200/1253] lr: 3.000e-02, eta: 1 day, 14:47:11, time: 2.024, data_time: 0.006, memory: 10398, top1_acc: 0.4156, top5_acc: 0.6839, loss_cls: 2.5050, loss: 2.5050, grad_norm: 3.4761 2020-10-11 21:50:34,774 - mmaction - INFO - Epoch [2][220/1253] lr: 3.000e-02, eta: 1 day, 14:43:49, time: 2.093, data_time: 0.003, memory: 10398, top1_acc: 0.4237, top5_acc: 0.6805, loss_cls: 2.5277, loss: 2.5277, grad_norm: 3.4775 2020-10-11 21:51:18,695 - mmaction - INFO - Epoch [2][240/1253] lr: 3.000e-02, eta: 1 day, 14:41:55, time: 2.196, data_time: 0.009, memory: 10398, top1_acc: 0.4313, top5_acc: 0.7000, loss_cls: 2.4956, loss: 2.4956, grad_norm: 3.4681 2020-10-11 21:52:01,860 - mmaction - INFO - Epoch [2][260/1253] lr: 3.000e-02, eta: 1 day, 14:39:36, time: 2.162, data_time: 0.010, memory: 10398, top1_acc: 0.4247, top5_acc: 0.6930, loss_cls: 2.5100, loss: 2.5100, grad_norm: 3.4068 2020-10-11 21:52:43,237 - mmaction - INFO - Epoch [2][280/1253] lr: 3.000e-02, eta: 1 day, 14:36:06, time: 2.070, data_time: 0.007, memory: 10398, top1_acc: 0.4372, top5_acc: 0.7065, loss_cls: 2.4343, loss: 2.4343, grad_norm: 3.3840 2020-10-11 21:53:24,296 - mmaction - INFO - Epoch [2][300/1253] lr: 3.000e-02, eta: 1 day, 14:32:27, time: 2.054, data_time: 0.003, memory: 10398, top1_acc: 0.4185, top5_acc: 0.7060, loss_cls: 2.4661, loss: 2.4661, grad_norm: 3.4651 2020-10-11 21:54:06,885 - mmaction - INFO - Epoch [2][320/1253] lr: 3.000e-02, eta: 1 day, 14:29:52, time: 2.130, data_time: 0.002, memory: 10398, top1_acc: 0.4237, top5_acc: 0.6992, loss_cls: 2.4596, loss: 2.4596, grad_norm: 3.4044 2020-10-11 21:54:46,890 - mmaction - INFO - Epoch [2][340/1253] lr: 3.000e-02, eta: 1 day, 14:25:39, time: 1.998, data_time: 0.002, memory: 10398, top1_acc: 0.4417, top5_acc: 0.7055, loss_cls: 2.4164, loss: 2.4164, grad_norm: 3.3787 2020-10-11 21:55:28,498 - mmaction - INFO - Epoch [2][360/1253] lr: 3.000e-02, eta: 1 day, 14:22:33, time: 2.080, data_time: 0.004, memory: 10398, top1_acc: 0.4331, top5_acc: 0.6984, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.4683 2020-10-11 21:56:11,442 - mmaction - INFO - Epoch [2][380/1253] lr: 3.000e-02, eta: 1 day, 14:20:23, time: 2.150, data_time: 0.007, memory: 10398, top1_acc: 0.4427, top5_acc: 0.7031, loss_cls: 2.3874, loss: 2.3874, grad_norm: 3.3333 2020-10-11 21:56:52,421 - mmaction - INFO - Epoch [2][400/1253] lr: 3.000e-02, eta: 1 day, 14:16:56, time: 2.043, data_time: 0.002, memory: 10398, top1_acc: 0.4378, top5_acc: 0.7091, loss_cls: 2.4034, loss: 2.4034, grad_norm: 3.3490 2020-10-11 21:57:34,202 - mmaction - INFO - Epoch [2][420/1253] lr: 3.000e-02, eta: 1 day, 14:14:09, time: 2.092, data_time: 0.009, memory: 10398, top1_acc: 0.4284, top5_acc: 0.7083, loss_cls: 2.4316, loss: 2.4316, grad_norm: 3.3592 2020-10-11 21:58:15,671 - mmaction - INFO - Epoch [2][440/1253] lr: 3.000e-02, eta: 1 day, 14:11:11, time: 2.074, data_time: 0.006, memory: 10398, top1_acc: 0.4424, top5_acc: 0.7081, loss_cls: 2.3803, loss: 2.3803, grad_norm: 3.3988 2020-10-11 21:58:56,041 - mmaction - INFO - Epoch [2][460/1253] lr: 3.000e-02, eta: 1 day, 14:07:37, time: 2.018, data_time: 0.008, memory: 10398, top1_acc: 0.4393, top5_acc: 0.6984, loss_cls: 2.4321, loss: 2.4321, grad_norm: 3.3909 2020-10-11 21:59:37,761 - mmaction - INFO - Epoch [2][480/1253] lr: 3.000e-02, eta: 1 day, 14:04:57, time: 2.088, data_time: 0.005, memory: 10398, top1_acc: 0.4430, top5_acc: 0.7083, loss_cls: 2.4066, loss: 2.4066, grad_norm: 3.2827 2020-10-11 22:00:21,597 - mmaction - INFO - Epoch [2][500/1253] lr: 3.000e-02, eta: 1 day, 14:03:26, time: 2.185, data_time: 0.003, memory: 10398, top1_acc: 0.4336, top5_acc: 0.7076, loss_cls: 2.4259, loss: 2.4259, grad_norm: 3.3973 2020-10-11 22:00:57,779 - mmaction - INFO - Epoch [2][520/1253] lr: 3.000e-02, eta: 1 day, 13:57:42, time: 1.815, data_time: 0.016, memory: 10398, top1_acc: 0.4370, top5_acc: 0.7141, loss_cls: 2.4189, loss: 2.4189, grad_norm: 3.4229 2020-10-11 22:01:41,075 - mmaction - INFO - Epoch [2][540/1253] lr: 3.000e-02, eta: 1 day, 13:56:02, time: 2.163, data_time: 0.006, memory: 10398, top1_acc: 0.4396, top5_acc: 0.7224, loss_cls: 2.3623, loss: 2.3623, grad_norm: 3.4359 2020-10-11 22:02:21,653 - mmaction - INFO - Epoch [2][560/1253] lr: 3.000e-02, eta: 1 day, 13:52:55, time: 2.032, data_time: 0.008, memory: 10398, top1_acc: 0.4346, top5_acc: 0.7083, loss_cls: 2.4156, loss: 2.4156, grad_norm: 3.2871 2020-10-11 22:03:03,827 - mmaction - INFO - Epoch [2][580/1253] lr: 3.000e-02, eta: 1 day, 13:50:41, time: 2.106, data_time: 0.002, memory: 10398, top1_acc: 0.4596, top5_acc: 0.7312, loss_cls: 2.3051, loss: 2.3051, grad_norm: 3.3753 2020-10-11 22:03:43,081 - mmaction - INFO - Epoch [2][600/1253] lr: 3.000e-02, eta: 1 day, 13:46:56, time: 1.965, data_time: 0.008, memory: 10398, top1_acc: 0.4443, top5_acc: 0.7159, loss_cls: 2.3735, loss: 2.3735, grad_norm: 3.3839 2020-10-11 22:04:25,255 - mmaction - INFO - Epoch [2][620/1253] lr: 3.000e-02, eta: 1 day, 13:44:46, time: 2.107, data_time: 0.002, memory: 10398, top1_acc: 0.4635, top5_acc: 0.7164, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.4068 2020-10-11 22:05:05,034 - mmaction - INFO - Epoch [2][640/1253] lr: 3.000e-02, eta: 1 day, 13:41:24, time: 1.991, data_time: 0.006, memory: 10398, top1_acc: 0.4547, top5_acc: 0.7151, loss_cls: 2.3573, loss: 2.3573, grad_norm: 3.3708 2020-10-11 22:05:45,689 - mmaction - INFO - Epoch [2][660/1253] lr: 3.000e-02, eta: 1 day, 13:38:30, time: 2.030, data_time: 0.002, memory: 10398, top1_acc: 0.4339, top5_acc: 0.7052, loss_cls: 2.4044, loss: 2.4044, grad_norm: 3.3895 2020-10-11 22:06:26,684 - mmaction - INFO - Epoch [2][680/1253] lr: 3.000e-02, eta: 1 day, 13:35:54, time: 2.052, data_time: 0.007, memory: 10398, top1_acc: 0.4409, top5_acc: 0.7156, loss_cls: 2.3636, loss: 2.3636, grad_norm: 3.3000 2020-10-11 22:07:06,772 - mmaction - INFO - Epoch [2][700/1253] lr: 3.000e-02, eta: 1 day, 13:32:48, time: 2.002, data_time: 0.002, memory: 10398, top1_acc: 0.4508, top5_acc: 0.7198, loss_cls: 2.3525, loss: 2.3525, grad_norm: 3.4055 2020-10-11 22:07:48,080 - mmaction - INFO - Epoch [2][720/1253] lr: 3.000e-02, eta: 1 day, 13:30:21, time: 2.062, data_time: 0.007, memory: 10398, top1_acc: 0.4484, top5_acc: 0.7130, loss_cls: 2.3769, loss: 2.3769, grad_norm: 3.3214 2020-10-11 22:08:31,799 - mmaction - INFO - Epoch [2][740/1253] lr: 3.000e-02, eta: 1 day, 13:29:15, time: 2.190, data_time: 0.008, memory: 10398, top1_acc: 0.4490, top5_acc: 0.7224, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.3565 2020-10-11 22:09:11,339 - mmaction - INFO - Epoch [2][760/1253] lr: 3.000e-02, eta: 1 day, 13:25:59, time: 1.972, data_time: 0.007, memory: 10398, top1_acc: 0.4560, top5_acc: 0.7221, loss_cls: 2.3442, loss: 2.3442, grad_norm: 3.3796 2020-10-11 22:09:53,556 - mmaction - INFO - Epoch [2][780/1253] lr: 3.000e-02, eta: 1 day, 13:24:10, time: 2.115, data_time: 0.009, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7182, loss_cls: 2.3213, loss: 2.3213, grad_norm: 3.3226 2020-10-11 22:10:35,835 - mmaction - INFO - Epoch [2][800/1253] lr: 3.000e-02, eta: 1 day, 13:22:24, time: 2.116, data_time: 0.007, memory: 10398, top1_acc: 0.4328, top5_acc: 0.7055, loss_cls: 2.4156, loss: 2.4156, grad_norm: 3.3782 2020-10-11 22:11:15,860 - mmaction - INFO - Epoch [2][820/1253] lr: 3.000e-02, eta: 1 day, 13:19:31, time: 2.001, data_time: 0.002, memory: 10398, top1_acc: 0.4609, top5_acc: 0.7159, loss_cls: 2.3199, loss: 2.3199, grad_norm: 3.2510 2020-10-11 22:11:57,037 - mmaction - INFO - Epoch [2][840/1253] lr: 3.000e-02, eta: 1 day, 13:17:14, time: 2.057, data_time: 0.002, memory: 10398, top1_acc: 0.4654, top5_acc: 0.7292, loss_cls: 2.3154, loss: 2.3154, grad_norm: 3.3194 2020-10-11 22:12:37,359 - mmaction - INFO - Epoch [2][860/1253] lr: 3.000e-02, eta: 1 day, 13:14:35, time: 2.018, data_time: 0.006, memory: 10398, top1_acc: 0.4435, top5_acc: 0.7125, loss_cls: 2.3588, loss: 2.3588, grad_norm: 3.3623 2020-10-11 22:13:19,531 - mmaction - INFO - Epoch [2][880/1253] lr: 3.000e-02, eta: 1 day, 13:12:49, time: 2.104, data_time: 0.004, memory: 10398, top1_acc: 0.4440, top5_acc: 0.7169, loss_cls: 2.3760, loss: 2.3760, grad_norm: 3.3532 2020-10-11 22:13:59,756 - mmaction - INFO - Epoch [2][900/1253] lr: 3.000e-02, eta: 1 day, 13:10:11, time: 2.012, data_time: 0.008, memory: 10398, top1_acc: 0.4682, top5_acc: 0.7206, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.2742 2020-10-11 22:14:40,873 - mmaction - INFO - Epoch [2][920/1253] lr: 3.000e-02, eta: 1 day, 13:08:02, time: 2.060, data_time: 0.007, memory: 10398, top1_acc: 0.4615, top5_acc: 0.7250, loss_cls: 2.2910, loss: 2.2910, grad_norm: 3.3430 2020-10-11 22:15:20,675 - mmaction - INFO - Epoch [2][940/1253] lr: 3.000e-02, eta: 1 day, 13:05:14, time: 1.986, data_time: 0.002, memory: 10398, top1_acc: 0.4622, top5_acc: 0.7271, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.3981 2020-10-11 22:16:03,608 - mmaction - INFO - Epoch [2][960/1253] lr: 3.000e-02, eta: 1 day, 13:03:57, time: 2.149, data_time: 0.008, memory: 10398, top1_acc: 0.4667, top5_acc: 0.7289, loss_cls: 2.2922, loss: 2.2922, grad_norm: 3.3481 2020-10-11 22:16:44,350 - mmaction - INFO - Epoch [2][980/1253] lr: 3.000e-02, eta: 1 day, 13:01:42, time: 2.039, data_time: 0.006, memory: 10398, top1_acc: 0.4583, top5_acc: 0.7133, loss_cls: 2.3297, loss: 2.3297, grad_norm: 3.3765 2020-10-11 22:17:26,292 - mmaction - INFO - Epoch [2][1000/1253] lr: 3.000e-02, eta: 1 day, 12:59:57, time: 2.094, data_time: 0.002, memory: 10398, top1_acc: 0.4495, top5_acc: 0.7242, loss_cls: 2.3126, loss: 2.3126, grad_norm: 3.3115 2020-10-11 22:18:07,278 - mmaction - INFO - Epoch [2][1020/1253] lr: 3.000e-02, eta: 1 day, 12:57:52, time: 2.052, data_time: 0.007, memory: 10398, top1_acc: 0.4693, top5_acc: 0.7266, loss_cls: 2.2833, loss: 2.2833, grad_norm: 3.2707 2020-10-11 22:18:49,242 - mmaction - INFO - Epoch [2][1040/1253] lr: 3.000e-02, eta: 1 day, 12:56:10, time: 2.095, data_time: 0.002, memory: 10398, top1_acc: 0.4609, top5_acc: 0.7357, loss_cls: 2.2903, loss: 2.2903, grad_norm: 3.3958 2020-10-11 22:19:31,727 - mmaction - INFO - Epoch [2][1060/1253] lr: 3.000e-02, eta: 1 day, 12:54:46, time: 2.125, data_time: 0.005, memory: 10398, top1_acc: 0.4719, top5_acc: 0.7305, loss_cls: 2.2621, loss: 2.2621, grad_norm: 3.2780 2020-10-11 22:20:13,939 - mmaction - INFO - Epoch [2][1080/1253] lr: 3.000e-02, eta: 1 day, 12:53:14, time: 2.109, data_time: 0.007, memory: 10398, top1_acc: 0.4542, top5_acc: 0.7227, loss_cls: 2.3170, loss: 2.3170, grad_norm: 3.3088 2020-10-11 22:20:56,443 - mmaction - INFO - Epoch [2][1100/1253] lr: 3.000e-02, eta: 1 day, 12:51:51, time: 2.127, data_time: 0.007, memory: 10398, top1_acc: 0.4706, top5_acc: 0.7221, loss_cls: 2.2670, loss: 2.2670, grad_norm: 3.2574 2020-10-11 22:21:39,659 - mmaction - INFO - Epoch [2][1120/1253] lr: 3.000e-02, eta: 1 day, 12:50:47, time: 2.161, data_time: 0.004, memory: 10398, top1_acc: 0.4534, top5_acc: 0.7237, loss_cls: 2.3291, loss: 2.3291, grad_norm: 3.3991 2020-10-11 22:22:20,972 - mmaction - INFO - Epoch [2][1140/1253] lr: 3.000e-02, eta: 1 day, 12:48:56, time: 2.068, data_time: 0.007, memory: 10398, top1_acc: 0.4622, top5_acc: 0.7281, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.2743 2020-10-11 22:23:00,841 - mmaction - INFO - Epoch [2][1160/1253] lr: 3.000e-02, eta: 1 day, 12:46:28, time: 1.991, data_time: 0.002, memory: 10398, top1_acc: 0.4617, top5_acc: 0.7151, loss_cls: 2.3401, loss: 2.3401, grad_norm: 3.3125 2020-10-11 22:23:43,089 - mmaction - INFO - Epoch [2][1180/1253] lr: 3.000e-02, eta: 1 day, 12:45:01, time: 2.112, data_time: 0.007, memory: 10398, top1_acc: 0.4643, top5_acc: 0.7378, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.2869 2020-10-11 22:24:24,251 - mmaction - INFO - Epoch [2][1200/1253] lr: 3.000e-02, eta: 1 day, 12:43:10, time: 2.061, data_time: 0.007, memory: 10398, top1_acc: 0.4677, top5_acc: 0.7378, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.3210 2020-10-11 22:25:07,285 - mmaction - INFO - Epoch [2][1220/1253] lr: 3.000e-02, eta: 1 day, 12:42:05, time: 2.152, data_time: 0.002, memory: 10398, top1_acc: 0.4690, top5_acc: 0.7380, loss_cls: 2.2282, loss: 2.2282, grad_norm: 3.2822 2020-10-11 22:25:48,232 - mmaction - INFO - Epoch [2][1240/1253] lr: 3.000e-02, eta: 1 day, 12:40:09, time: 2.046, data_time: 0.002, memory: 10398, top1_acc: 0.4836, top5_acc: 0.7365, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.2634 2020-10-11 22:27:03,142 - mmaction - INFO - Epoch [3][20/1253] lr: 3.000e-02, eta: 1 day, 12:32:41, time: 2.831, data_time: 1.129, memory: 10398, top1_acc: 0.4727, top5_acc: 0.7370, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.3158 2020-10-11 22:27:41,163 - mmaction - INFO - Epoch [3][40/1253] lr: 3.000e-02, eta: 1 day, 12:29:42, time: 1.903, data_time: 0.008, memory: 10398, top1_acc: 0.4779, top5_acc: 0.7477, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.3480 2020-10-11 22:28:19,883 - mmaction - INFO - Epoch [3][60/1253] lr: 3.000e-02, eta: 1 day, 12:27:02, time: 1.937, data_time: 0.003, memory: 10398, top1_acc: 0.4901, top5_acc: 0.7443, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.2447 2020-10-11 22:28:59,883 - mmaction - INFO - Epoch [3][80/1253] lr: 3.000e-02, eta: 1 day, 12:24:51, time: 1.996, data_time: 0.002, memory: 10398, top1_acc: 0.4805, top5_acc: 0.7451, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.2988 2020-10-11 22:29:40,275 - mmaction - INFO - Epoch [3][100/1253] lr: 3.000e-02, eta: 1 day, 12:22:53, time: 2.022, data_time: 0.007, memory: 10398, top1_acc: 0.4938, top5_acc: 0.7487, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.3059 2020-10-11 22:30:21,086 - mmaction - INFO - Epoch [3][120/1253] lr: 3.000e-02, eta: 1 day, 12:21:06, time: 2.042, data_time: 0.004, memory: 10398, top1_acc: 0.4956, top5_acc: 0.7568, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.2664 2020-10-11 22:30:58,238 - mmaction - INFO - Epoch [3][140/1253] lr: 3.000e-02, eta: 1 day, 12:17:55, time: 1.855, data_time: 0.002, memory: 10398, top1_acc: 0.4932, top5_acc: 0.7427, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.3058 2020-10-11 22:31:35,893 - mmaction - INFO - Epoch [3][160/1253] lr: 3.000e-02, eta: 1 day, 12:15:00, time: 1.886, data_time: 0.006, memory: 10398, top1_acc: 0.4867, top5_acc: 0.7484, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.2771 2020-10-11 22:32:15,000 - mmaction - INFO - Epoch [3][180/1253] lr: 3.000e-02, eta: 1 day, 12:12:38, time: 1.956, data_time: 0.003, memory: 10398, top1_acc: 0.4935, top5_acc: 0.7448, loss_cls: 2.1566, loss: 2.1566, grad_norm: 3.1817 2020-10-11 22:32:55,094 - mmaction - INFO - Epoch [3][200/1253] lr: 3.000e-02, eta: 1 day, 12:10:39, time: 2.005, data_time: 0.002, memory: 10398, top1_acc: 0.4945, top5_acc: 0.7435, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.2593 2020-10-11 22:33:33,054 - mmaction - INFO - Epoch [3][220/1253] lr: 3.000e-02, eta: 1 day, 12:07:55, time: 1.898, data_time: 0.002, memory: 10398, top1_acc: 0.4768, top5_acc: 0.7479, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.3315 2020-10-11 22:34:11,703 - mmaction - INFO - Epoch [3][240/1253] lr: 3.000e-02, eta: 1 day, 12:05:28, time: 1.932, data_time: 0.002, memory: 10398, top1_acc: 0.4927, top5_acc: 0.7417, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.2770 2020-10-11 22:34:51,073 - mmaction - INFO - Epoch [3][260/1253] lr: 3.000e-02, eta: 1 day, 12:03:18, time: 1.968, data_time: 0.002, memory: 10398, top1_acc: 0.5029, top5_acc: 0.7591, loss_cls: 2.0813, loss: 2.0813, grad_norm: 3.2488 2020-10-11 22:35:29,229 - mmaction - INFO - Epoch [3][280/1253] lr: 3.000e-02, eta: 1 day, 12:00:42, time: 1.906, data_time: 0.002, memory: 10398, top1_acc: 0.4727, top5_acc: 0.7398, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.3330 2020-10-11 22:36:08,893 - mmaction - INFO - Epoch [3][300/1253] lr: 3.000e-02, eta: 1 day, 11:58:41, time: 1.983, data_time: 0.007, memory: 10398, top1_acc: 0.4997, top5_acc: 0.7526, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.2514 2020-10-11 22:36:47,828 - mmaction - INFO - Epoch [3][320/1253] lr: 3.000e-02, eta: 1 day, 11:56:26, time: 1.949, data_time: 0.004, memory: 10398, top1_acc: 0.4914, top5_acc: 0.7542, loss_cls: 2.1235, loss: 2.1235, grad_norm: 3.2881 2020-10-11 22:37:28,566 - mmaction - INFO - Epoch [3][340/1253] lr: 3.000e-02, eta: 1 day, 11:54:50, time: 2.037, data_time: 0.002, memory: 10398, top1_acc: 0.4865, top5_acc: 0.7451, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.3578 2020-10-11 22:38:08,479 - mmaction - INFO - Epoch [3][360/1253] lr: 3.000e-02, eta: 1 day, 11:52:57, time: 1.996, data_time: 0.003, memory: 10398, top1_acc: 0.4977, top5_acc: 0.7555, loss_cls: 2.1114, loss: 2.1114, grad_norm: 3.3100 2020-10-11 22:38:46,353 - mmaction - INFO - Epoch [3][380/1253] lr: 3.000e-02, eta: 1 day, 11:50:23, time: 1.893, data_time: 0.002, memory: 10398, top1_acc: 0.4854, top5_acc: 0.7375, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.3522 2020-10-11 22:39:26,058 - mmaction - INFO - Epoch [3][400/1253] lr: 3.000e-02, eta: 1 day, 11:48:29, time: 1.986, data_time: 0.002, memory: 10398, top1_acc: 0.4901, top5_acc: 0.7549, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.2283 2020-10-11 22:40:06,602 - mmaction - INFO - Epoch [3][420/1253] lr: 3.000e-02, eta: 1 day, 11:46:52, time: 2.025, data_time: 0.002, memory: 10398, top1_acc: 0.4953, top5_acc: 0.7576, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.2107 2020-10-11 22:40:45,174 - mmaction - INFO - Epoch [3][440/1253] lr: 3.000e-02, eta: 1 day, 11:44:36, time: 1.929, data_time: 0.007, memory: 10398, top1_acc: 0.4805, top5_acc: 0.7479, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.1960 2020-10-11 22:41:24,038 - mmaction - INFO - Epoch [3][460/1253] lr: 3.000e-02, eta: 1 day, 11:42:29, time: 1.946, data_time: 0.004, memory: 10398, top1_acc: 0.4896, top5_acc: 0.7469, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.2029 2020-10-11 22:42:04,759 - mmaction - INFO - Epoch [3][480/1253] lr: 3.000e-02, eta: 1 day, 11:40:58, time: 2.036, data_time: 0.007, memory: 10398, top1_acc: 0.5010, top5_acc: 0.7622, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.2110 2020-10-11 22:42:43,959 - mmaction - INFO - Epoch [3][500/1253] lr: 3.000e-02, eta: 1 day, 11:38:59, time: 1.960, data_time: 0.002, memory: 10398, top1_acc: 0.4948, top5_acc: 0.7495, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.2616 2020-10-11 22:43:20,953 - mmaction - INFO - Epoch [3][520/1253] lr: 3.000e-02, eta: 1 day, 11:36:16, time: 1.848, data_time: 0.002, memory: 10398, top1_acc: 0.4940, top5_acc: 0.7604, loss_cls: 2.0983, loss: 2.0983, grad_norm: 3.1850 2020-10-11 22:44:00,041 - mmaction - INFO - Epoch [3][540/1253] lr: 3.000e-02, eta: 1 day, 11:34:17, time: 1.956, data_time: 0.004, memory: 10398, top1_acc: 0.4953, top5_acc: 0.7648, loss_cls: 2.0960, loss: 2.0960, grad_norm: 3.2114 2020-10-11 22:44:39,588 - mmaction - INFO - Epoch [3][560/1253] lr: 3.000e-02, eta: 1 day, 11:32:28, time: 1.977, data_time: 0.002, memory: 10398, top1_acc: 0.4875, top5_acc: 0.7573, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.2239 2020-10-11 22:45:16,857 - mmaction - INFO - Epoch [3][580/1253] lr: 3.000e-02, eta: 1 day, 11:29:54, time: 1.861, data_time: 0.002, memory: 10398, top1_acc: 0.4977, top5_acc: 0.7552, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.2084 2020-10-11 22:45:56,635 - mmaction - INFO - Epoch [3][600/1253] lr: 3.000e-02, eta: 1 day, 11:28:12, time: 1.992, data_time: 0.006, memory: 10398, top1_acc: 0.5081, top5_acc: 0.7534, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.1669 2020-10-11 22:46:34,154 - mmaction - INFO - Epoch [3][620/1253] lr: 3.000e-02, eta: 1 day, 11:25:47, time: 1.876, data_time: 0.002, memory: 10398, top1_acc: 0.5005, top5_acc: 0.7518, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.2205 2020-10-11 22:47:14,630 - mmaction - INFO - Epoch [3][640/1253] lr: 3.000e-02, eta: 1 day, 11:24:19, time: 2.023, data_time: 0.003, memory: 10398, top1_acc: 0.4987, top5_acc: 0.7628, loss_cls: 2.0833, loss: 2.0833, grad_norm: 3.2141 2020-10-11 22:47:55,035 - mmaction - INFO - Epoch [3][660/1253] lr: 3.000e-02, eta: 1 day, 11:22:50, time: 2.021, data_time: 0.006, memory: 10398, top1_acc: 0.4958, top5_acc: 0.7544, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.2426 2020-10-11 22:48:35,774 - mmaction - INFO - Epoch [3][680/1253] lr: 3.000e-02, eta: 1 day, 11:21:29, time: 2.037, data_time: 0.003, memory: 10398, top1_acc: 0.4919, top5_acc: 0.7523, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.2172 2020-10-11 22:49:16,016 - mmaction - INFO - Epoch [3][700/1253] lr: 3.000e-02, eta: 1 day, 11:19:58, time: 2.011, data_time: 0.002, memory: 10398, top1_acc: 0.5109, top5_acc: 0.7589, loss_cls: 2.0865, loss: 2.0865, grad_norm: 3.2182 2020-10-11 22:49:57,198 - mmaction - INFO - Epoch [3][720/1253] lr: 3.000e-02, eta: 1 day, 11:18:46, time: 2.060, data_time: 0.004, memory: 10398, top1_acc: 0.4893, top5_acc: 0.7591, loss_cls: 2.1106, loss: 2.1106, grad_norm: 3.2846 2020-10-11 22:50:34,752 - mmaction - INFO - Epoch [3][740/1253] lr: 3.000e-02, eta: 1 day, 11:16:27, time: 1.876, data_time: 0.002, memory: 10398, top1_acc: 0.4943, top5_acc: 0.7477, loss_cls: 2.1448, loss: 2.1448, grad_norm: 3.1625 2020-10-11 22:51:12,209 - mmaction - INFO - Epoch [3][760/1253] lr: 3.000e-02, eta: 1 day, 11:14:08, time: 1.874, data_time: 0.003, memory: 10398, top1_acc: 0.5065, top5_acc: 0.7583, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.2051 2020-10-11 22:51:52,130 - mmaction - INFO - Epoch [3][780/1253] lr: 3.000e-02, eta: 1 day, 11:12:35, time: 1.996, data_time: 0.002, memory: 10398, top1_acc: 0.5083, top5_acc: 0.7594, loss_cls: 2.0903, loss: 2.0903, grad_norm: 3.2252 2020-10-11 22:52:31,432 - mmaction - INFO - Epoch [3][800/1253] lr: 3.000e-02, eta: 1 day, 11:10:50, time: 1.962, data_time: 0.006, memory: 10398, top1_acc: 0.4911, top5_acc: 0.7495, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.2512 2020-10-11 22:53:11,287 - mmaction - INFO - Epoch [3][820/1253] lr: 3.000e-02, eta: 1 day, 11:09:18, time: 1.996, data_time: 0.007, memory: 10398, top1_acc: 0.5057, top5_acc: 0.7560, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.2875 2020-10-11 22:53:48,886 - mmaction - INFO - Epoch [3][840/1253] lr: 3.000e-02, eta: 1 day, 11:07:05, time: 1.878, data_time: 0.002, memory: 10398, top1_acc: 0.4966, top5_acc: 0.7651, loss_cls: 2.0690, loss: 2.0690, grad_norm: 3.2762 2020-10-11 22:54:23,585 - mmaction - INFO - Epoch [3][860/1253] lr: 3.000e-02, eta: 1 day, 11:04:03, time: 1.737, data_time: 0.004, memory: 10398, top1_acc: 0.4987, top5_acc: 0.7549, loss_cls: 2.1022, loss: 2.1022, grad_norm: 3.2059 2020-10-11 22:55:01,871 - mmaction - INFO - Epoch [3][880/1253] lr: 3.000e-02, eta: 1 day, 11:02:04, time: 1.912, data_time: 0.007, memory: 10398, top1_acc: 0.5016, top5_acc: 0.7549, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.2110 2020-10-11 22:55:40,251 - mmaction - INFO - Epoch [3][900/1253] lr: 3.000e-02, eta: 1 day, 11:00:10, time: 1.921, data_time: 0.004, memory: 10398, top1_acc: 0.4940, top5_acc: 0.7557, loss_cls: 2.1090, loss: 2.1090, grad_norm: 3.2224 2020-10-11 22:56:18,430 - mmaction - INFO - Epoch [3][920/1253] lr: 3.000e-02, eta: 1 day, 10:58:12, time: 1.909, data_time: 0.002, memory: 10398, top1_acc: 0.4997, top5_acc: 0.7578, loss_cls: 2.1046, loss: 2.1046, grad_norm: 3.3099 2020-10-11 22:56:59,098 - mmaction - INFO - Epoch [3][940/1253] lr: 3.000e-02, eta: 1 day, 10:56:56, time: 2.030, data_time: 0.002, memory: 10398, top1_acc: 0.4833, top5_acc: 0.7427, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.2102 2020-10-11 22:57:37,209 - mmaction - INFO - Epoch [3][960/1253] lr: 3.000e-02, eta: 1 day, 10:55:00, time: 1.909, data_time: 0.007, memory: 10398, top1_acc: 0.5073, top5_acc: 0.7461, loss_cls: 2.1030, loss: 2.1030, grad_norm: 3.1853 2020-10-11 22:58:17,053 - mmaction - INFO - Epoch [3][980/1253] lr: 3.000e-02, eta: 1 day, 10:53:33, time: 1.992, data_time: 0.003, memory: 10398, top1_acc: 0.5023, top5_acc: 0.7586, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.2194 2020-10-11 22:58:58,183 - mmaction - INFO - Epoch [3][1000/1253] lr: 3.000e-02, eta: 1 day, 10:52:27, time: 2.054, data_time: 0.002, memory: 10398, top1_acc: 0.5094, top5_acc: 0.7534, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.1962 2020-10-11 22:59:36,709 - mmaction - INFO - Epoch [3][1020/1253] lr: 3.000e-02, eta: 1 day, 10:50:40, time: 1.929, data_time: 0.008, memory: 10398, top1_acc: 0.5180, top5_acc: 0.7721, loss_cls: 2.0303, loss: 2.0303, grad_norm: 3.1153 2020-10-11 23:00:16,206 - mmaction - INFO - Epoch [3][1040/1253] lr: 3.000e-02, eta: 1 day, 10:49:05, time: 1.964, data_time: 0.002, memory: 10398, top1_acc: 0.5185, top5_acc: 0.7659, loss_cls: 2.0202, loss: 2.0202, grad_norm: 3.1262 2020-10-11 23:00:56,167 - mmaction - INFO - Epoch [3][1060/1253] lr: 3.000e-02, eta: 1 day, 10:47:44, time: 2.005, data_time: 0.017, memory: 10398, top1_acc: 0.5021, top5_acc: 0.7674, loss_cls: 2.0576, loss: 2.0576, grad_norm: 3.1953 2020-10-11 23:01:35,595 - mmaction - INFO - Epoch [3][1080/1253] lr: 3.000e-02, eta: 1 day, 10:46:14, time: 1.975, data_time: 0.006, memory: 10398, top1_acc: 0.5023, top5_acc: 0.7625, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.1828 2020-10-11 23:02:14,687 - mmaction - INFO - Epoch [3][1100/1253] lr: 3.000e-02, eta: 1 day, 10:44:37, time: 1.955, data_time: 0.002, memory: 10398, top1_acc: 0.5104, top5_acc: 0.7641, loss_cls: 2.0738, loss: 2.0738, grad_norm: 3.1444 2020-10-11 23:02:54,140 - mmaction - INFO - Epoch [3][1120/1253] lr: 3.000e-02, eta: 1 day, 10:43:07, time: 1.970, data_time: 0.002, memory: 10398, top1_acc: 0.4943, top5_acc: 0.7456, loss_cls: 2.1580, loss: 2.1580, grad_norm: 3.1943 2020-10-11 23:03:32,181 - mmaction - INFO - Epoch [3][1140/1253] lr: 3.000e-02, eta: 1 day, 10:41:15, time: 1.904, data_time: 0.004, memory: 10398, top1_acc: 0.4997, top5_acc: 0.7549, loss_cls: 2.1167, loss: 2.1167, grad_norm: 3.2077 2020-10-11 23:04:10,766 - mmaction - INFO - Epoch [3][1160/1253] lr: 3.000e-02, eta: 1 day, 10:39:31, time: 1.925, data_time: 0.006, memory: 10398, top1_acc: 0.5180, top5_acc: 0.7682, loss_cls: 2.0436, loss: 2.0436, grad_norm: 3.1208 2020-10-11 23:04:51,117 - mmaction - INFO - Epoch [3][1180/1253] lr: 3.000e-02, eta: 1 day, 10:38:19, time: 2.022, data_time: 0.007, memory: 10398, top1_acc: 0.5047, top5_acc: 0.7635, loss_cls: 2.0783, loss: 2.0783, grad_norm: 3.1913 2020-10-11 23:05:30,124 - mmaction - INFO - Epoch [3][1200/1253] lr: 3.000e-02, eta: 1 day, 10:36:43, time: 1.946, data_time: 0.003, memory: 10398, top1_acc: 0.5258, top5_acc: 0.7706, loss_cls: 2.0190, loss: 2.0190, grad_norm: 3.2482 2020-10-11 23:06:07,005 - mmaction - INFO - Epoch [3][1220/1253] lr: 3.000e-02, eta: 1 day, 10:34:37, time: 1.849, data_time: 0.009, memory: 10398, top1_acc: 0.5044, top5_acc: 0.7583, loss_cls: 2.1048, loss: 2.1048, grad_norm: 3.2498 2020-10-11 23:06:47,184 - mmaction - INFO - Epoch [3][1240/1253] lr: 3.000e-02, eta: 1 day, 10:33:20, time: 2.001, data_time: 0.002, memory: 10398, top1_acc: 0.5190, top5_acc: 0.7672, loss_cls: 2.0442, loss: 2.0442, grad_norm: 3.1178 2020-10-11 23:07:59,073 - mmaction - INFO - Epoch [4][20/1253] lr: 3.000e-02, eta: 1 day, 10:27:52, time: 2.657, data_time: 0.845, memory: 10398, top1_acc: 0.5193, top5_acc: 0.7646, loss_cls: 2.0032, loss: 2.0032, grad_norm: 3.1942 2020-10-11 23:08:37,874 - mmaction - INFO - Epoch [4][40/1253] lr: 3.000e-02, eta: 1 day, 10:26:19, time: 1.941, data_time: 0.010, memory: 10398, top1_acc: 0.5211, top5_acc: 0.7729, loss_cls: 2.0133, loss: 2.0133, grad_norm: 3.2739 2020-10-11 23:09:15,635 - mmaction - INFO - Epoch [4][60/1253] lr: 3.000e-02, eta: 1 day, 10:24:29, time: 1.889, data_time: 0.003, memory: 10398, top1_acc: 0.5128, top5_acc: 0.7732, loss_cls: 2.0269, loss: 2.0269, grad_norm: 3.2421 2020-10-11 23:09:52,315 - mmaction - INFO - Epoch [4][80/1253] lr: 3.000e-02, eta: 1 day, 10:22:24, time: 1.834, data_time: 0.002, memory: 10398, top1_acc: 0.5190, top5_acc: 0.7732, loss_cls: 1.9970, loss: 1.9970, grad_norm: 3.1869 2020-10-11 23:10:29,253 - mmaction - INFO - Epoch [4][100/1253] lr: 3.000e-02, eta: 1 day, 10:20:23, time: 1.844, data_time: 0.002, memory: 10398, top1_acc: 0.5221, top5_acc: 0.7732, loss_cls: 1.9804, loss: 1.9804, grad_norm: 3.1606 2020-10-11 23:11:06,756 - mmaction - INFO - Epoch [4][120/1253] lr: 3.000e-02, eta: 1 day, 10:18:32, time: 1.876, data_time: 0.007, memory: 10398, top1_acc: 0.5336, top5_acc: 0.7870, loss_cls: 1.9448, loss: 1.9448, grad_norm: 3.1881 2020-10-11 23:11:44,678 - mmaction - INFO - Epoch [4][140/1253] lr: 3.000e-02, eta: 1 day, 10:16:48, time: 1.896, data_time: 0.004, memory: 10398, top1_acc: 0.5268, top5_acc: 0.7875, loss_cls: 1.9458, loss: 1.9458, grad_norm: 3.2073 2020-10-11 23:12:21,498 - mmaction - INFO - Epoch [4][160/1253] lr: 3.000e-02, eta: 1 day, 10:14:48, time: 1.841, data_time: 0.004, memory: 10398, top1_acc: 0.5141, top5_acc: 0.7724, loss_cls: 2.0233, loss: 2.0233, grad_norm: 3.2357 2020-10-11 23:12:56,941 - mmaction - INFO - Epoch [4][180/1253] lr: 3.000e-02, eta: 1 day, 10:12:28, time: 1.771, data_time: 0.006, memory: 10398, top1_acc: 0.5211, top5_acc: 0.7812, loss_cls: 1.9601, loss: 1.9601, grad_norm: 3.1537 2020-10-11 23:13:33,327 - mmaction - INFO - Epoch [4][200/1253] lr: 3.000e-02, eta: 1 day, 10:10:25, time: 1.823, data_time: 0.005, memory: 10398, top1_acc: 0.5224, top5_acc: 0.7802, loss_cls: 1.9671, loss: 1.9671, grad_norm: 3.2218 2020-10-11 23:14:10,063 - mmaction - INFO - Epoch [4][220/1253] lr: 3.000e-02, eta: 1 day, 10:08:27, time: 1.837, data_time: 0.002, memory: 10398, top1_acc: 0.5255, top5_acc: 0.7865, loss_cls: 1.9372, loss: 1.9372, grad_norm: 3.2653 2020-10-11 23:14:45,968 - mmaction - INFO - Epoch [4][240/1253] lr: 3.000e-02, eta: 1 day, 10:06:15, time: 1.788, data_time: 0.004, memory: 10398, top1_acc: 0.5268, top5_acc: 0.7742, loss_cls: 1.9513, loss: 1.9513, grad_norm: 3.0979 2020-10-11 23:15:21,927 - mmaction - INFO - Epoch [4][260/1253] lr: 3.000e-02, eta: 1 day, 10:04:08, time: 1.803, data_time: 0.009, memory: 10398, top1_acc: 0.5102, top5_acc: 0.7742, loss_cls: 2.0367, loss: 2.0367, grad_norm: 3.2921 2020-10-11 23:15:57,764 - mmaction - INFO - Epoch [4][280/1253] lr: 3.000e-02, eta: 1 day, 10:01:58, time: 1.789, data_time: 0.004, memory: 10398, top1_acc: 0.5362, top5_acc: 0.7815, loss_cls: 1.9768, loss: 1.9768, grad_norm: 3.1115 2020-10-11 23:16:35,085 - mmaction - INFO - Epoch [4][300/1253] lr: 3.000e-02, eta: 1 day, 10:00:13, time: 1.871, data_time: 0.007, memory: 10398, top1_acc: 0.5471, top5_acc: 0.7839, loss_cls: 1.9163, loss: 1.9163, grad_norm: 3.1261 2020-10-11 23:17:10,796 - mmaction - INFO - Epoch [4][320/1253] lr: 3.000e-02, eta: 1 day, 9:58:04, time: 1.785, data_time: 0.005, memory: 10398, top1_acc: 0.5310, top5_acc: 0.7802, loss_cls: 1.9697, loss: 1.9697, grad_norm: 3.1337 2020-10-11 23:17:48,786 - mmaction - INFO - Epoch [4][340/1253] lr: 3.000e-02, eta: 1 day, 9:56:28, time: 1.897, data_time: 0.002, memory: 10398, top1_acc: 0.5284, top5_acc: 0.7906, loss_cls: 1.9532, loss: 1.9532, grad_norm: 3.1659 2020-10-11 23:18:25,781 - mmaction - INFO - Epoch [4][360/1253] lr: 3.000e-02, eta: 1 day, 9:54:39, time: 1.850, data_time: 0.004, memory: 10398, top1_acc: 0.5310, top5_acc: 0.7797, loss_cls: 1.9851, loss: 1.9851, grad_norm: 3.1590 2020-10-11 23:19:01,091 - mmaction - INFO - Epoch [4][380/1253] lr: 3.000e-02, eta: 1 day, 9:52:26, time: 1.764, data_time: 0.004, memory: 10398, top1_acc: 0.5273, top5_acc: 0.7794, loss_cls: 1.9753, loss: 1.9753, grad_norm: 3.1950 2020-10-11 23:19:37,328 - mmaction - INFO - Epoch [4][400/1253] lr: 3.000e-02, eta: 1 day, 9:50:29, time: 1.815, data_time: 0.008, memory: 10398, top1_acc: 0.5273, top5_acc: 0.7643, loss_cls: 2.0183, loss: 2.0183, grad_norm: 3.2203 2020-10-11 23:20:16,300 - mmaction - INFO - Epoch [4][420/1253] lr: 3.000e-02, eta: 1 day, 9:49:08, time: 1.944, data_time: 0.002, memory: 10398, top1_acc: 0.5359, top5_acc: 0.7771, loss_cls: 1.9574, loss: 1.9574, grad_norm: 3.1155 2020-10-11 23:20:52,643 - mmaction - INFO - Epoch [4][440/1253] lr: 3.000e-02, eta: 1 day, 9:47:14, time: 1.822, data_time: 0.007, memory: 10398, top1_acc: 0.5219, top5_acc: 0.7815, loss_cls: 1.9643, loss: 1.9643, grad_norm: 3.1024 2020-10-11 23:21:29,972 - mmaction - INFO - Epoch [4][460/1253] lr: 3.000e-02, eta: 1 day, 9:45:32, time: 1.864, data_time: 0.002, memory: 10398, top1_acc: 0.5380, top5_acc: 0.7885, loss_cls: 1.9469, loss: 1.9469, grad_norm: 3.1396 2020-10-11 23:22:05,656 - mmaction - INFO - Epoch [4][480/1253] lr: 3.000e-02, eta: 1 day, 9:43:30, time: 1.787, data_time: 0.007, memory: 10398, top1_acc: 0.5336, top5_acc: 0.7839, loss_cls: 1.9356, loss: 1.9356, grad_norm: 3.1270 2020-10-11 23:22:42,115 - mmaction - INFO - Epoch [4][500/1253] lr: 3.000e-02, eta: 1 day, 9:41:38, time: 1.823, data_time: 0.002, memory: 10398, top1_acc: 0.5221, top5_acc: 0.7779, loss_cls: 1.9613, loss: 1.9613, grad_norm: 3.2135 2020-10-11 23:23:19,325 - mmaction - INFO - Epoch [4][520/1253] lr: 3.000e-02, eta: 1 day, 9:39:57, time: 1.857, data_time: 0.002, memory: 10398, top1_acc: 0.5305, top5_acc: 0.7810, loss_cls: 1.9498, loss: 1.9498, grad_norm: 3.2060 2020-10-11 23:23:55,677 - mmaction - INFO - Epoch [4][540/1253] lr: 3.000e-02, eta: 1 day, 9:38:05, time: 1.819, data_time: 0.008, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7786, loss_cls: 1.9780, loss: 1.9780, grad_norm: 3.2160 2020-10-11 23:24:32,363 - mmaction - INFO - Epoch [4][560/1253] lr: 3.000e-02, eta: 1 day, 9:36:19, time: 1.836, data_time: 0.004, memory: 10398, top1_acc: 0.5208, top5_acc: 0.7724, loss_cls: 1.9856, loss: 1.9856, grad_norm: 3.2281 2020-10-11 23:25:09,759 - mmaction - INFO - Epoch [4][580/1253] lr: 3.000e-02, eta: 1 day, 9:34:43, time: 1.869, data_time: 0.004, memory: 10398, top1_acc: 0.5180, top5_acc: 0.7818, loss_cls: 1.9797, loss: 1.9797, grad_norm: 3.2564 2020-10-11 23:25:47,089 - mmaction - INFO - Epoch [4][600/1253] lr: 3.000e-02, eta: 1 day, 9:33:06, time: 1.867, data_time: 0.002, memory: 10398, top1_acc: 0.5271, top5_acc: 0.7844, loss_cls: 1.9446, loss: 1.9446, grad_norm: 3.1049 2020-10-11 23:26:24,250 - mmaction - INFO - Epoch [4][620/1253] lr: 3.000e-02, eta: 1 day, 9:31:28, time: 1.858, data_time: 0.002, memory: 10398, top1_acc: 0.5341, top5_acc: 0.7805, loss_cls: 1.9636, loss: 1.9636, grad_norm: 3.2116 2020-10-11 23:26:58,399 - mmaction - INFO - Epoch [4][640/1253] lr: 3.000e-02, eta: 1 day, 9:29:09, time: 1.703, data_time: 0.002, memory: 10398, top1_acc: 0.5294, top5_acc: 0.7805, loss_cls: 1.9686, loss: 1.9686, grad_norm: 3.1864 2020-10-11 23:27:34,014 - mmaction - INFO - Epoch [4][660/1253] lr: 3.000e-02, eta: 1 day, 9:27:12, time: 1.784, data_time: 0.009, memory: 10398, top1_acc: 0.5341, top5_acc: 0.7901, loss_cls: 1.9299, loss: 1.9299, grad_norm: 3.1507 2020-10-11 23:28:12,464 - mmaction - INFO - Epoch [4][680/1253] lr: 3.000e-02, eta: 1 day, 9:25:52, time: 1.919, data_time: 0.003, memory: 10398, top1_acc: 0.5125, top5_acc: 0.7750, loss_cls: 2.0200, loss: 2.0200, grad_norm: 3.2280 2020-10-11 23:28:49,387 - mmaction - INFO - Epoch [4][700/1253] lr: 3.000e-02, eta: 1 day, 9:24:14, time: 1.850, data_time: 0.006, memory: 10398, top1_acc: 0.5187, top5_acc: 0.7766, loss_cls: 1.9929, loss: 1.9929, grad_norm: 3.1391 2020-10-11 23:29:27,201 - mmaction - INFO - Epoch [4][720/1253] lr: 3.000e-02, eta: 1 day, 9:22:47, time: 1.891, data_time: 0.002, memory: 10398, top1_acc: 0.5224, top5_acc: 0.7773, loss_cls: 1.9978, loss: 1.9978, grad_norm: 3.1468 2020-10-11 23:30:04,896 - mmaction - INFO - Epoch [4][740/1253] lr: 3.000e-02, eta: 1 day, 9:21:19, time: 1.884, data_time: 0.004, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7755, loss_cls: 1.9672, loss: 1.9672, grad_norm: 3.1383 2020-10-11 23:30:43,326 - mmaction - INFO - Epoch [4][760/1253] lr: 3.000e-02, eta: 1 day, 9:20:01, time: 1.922, data_time: 0.002, memory: 10398, top1_acc: 0.5310, top5_acc: 0.7799, loss_cls: 1.9686, loss: 1.9686, grad_norm: 3.2279 2020-10-11 23:31:21,083 - mmaction - INFO - Epoch [4][780/1253] lr: 3.000e-02, eta: 1 day, 9:18:34, time: 1.888, data_time: 0.004, memory: 10398, top1_acc: 0.5169, top5_acc: 0.7719, loss_cls: 2.0062, loss: 2.0062, grad_norm: 3.1608 2020-10-11 23:31:58,754 - mmaction - INFO - Epoch [4][800/1253] lr: 3.000e-02, eta: 1 day, 9:17:06, time: 1.882, data_time: 0.002, memory: 10398, top1_acc: 0.5180, top5_acc: 0.7701, loss_cls: 2.0126, loss: 2.0126, grad_norm: 3.1855 2020-10-11 23:32:33,798 - mmaction - INFO - Epoch [4][820/1253] lr: 3.000e-02, eta: 1 day, 9:15:07, time: 1.754, data_time: 0.005, memory: 10398, top1_acc: 0.5398, top5_acc: 0.7724, loss_cls: 1.9669, loss: 1.9669, grad_norm: 3.0713 2020-10-11 23:33:07,693 - mmaction - INFO - Epoch [4][840/1253] lr: 3.000e-02, eta: 1 day, 9:12:53, time: 1.693, data_time: 0.002, memory: 10398, top1_acc: 0.5315, top5_acc: 0.7833, loss_cls: 1.9574, loss: 1.9574, grad_norm: 3.1619 2020-10-11 23:33:43,974 - mmaction - INFO - Epoch [4][860/1253] lr: 3.000e-02, eta: 1 day, 9:11:10, time: 1.816, data_time: 0.004, memory: 10398, top1_acc: 0.5292, top5_acc: 0.7776, loss_cls: 1.9867, loss: 1.9867, grad_norm: 3.1757 2020-10-11 23:34:20,166 - mmaction - INFO - Epoch [4][880/1253] lr: 3.000e-02, eta: 1 day, 9:09:27, time: 1.809, data_time: 0.002, memory: 10398, top1_acc: 0.5242, top5_acc: 0.7930, loss_cls: 1.9699, loss: 1.9699, grad_norm: 3.0884 2020-10-11 23:34:55,057 - mmaction - INFO - Epoch [4][900/1253] lr: 3.000e-02, eta: 1 day, 9:07:27, time: 1.744, data_time: 0.003, memory: 10398, top1_acc: 0.5299, top5_acc: 0.7823, loss_cls: 1.9677, loss: 1.9677, grad_norm: 3.0712 2020-10-11 23:35:30,439 - mmaction - INFO - Epoch [4][920/1253] lr: 3.000e-02, eta: 1 day, 9:05:35, time: 1.770, data_time: 0.003, memory: 10398, top1_acc: 0.5484, top5_acc: 0.7995, loss_cls: 1.8630, loss: 1.8630, grad_norm: 3.0823 2020-10-11 23:36:05,681 - mmaction - INFO - Epoch [4][940/1253] lr: 3.000e-02, eta: 1 day, 9:03:42, time: 1.762, data_time: 0.002, memory: 10398, top1_acc: 0.5313, top5_acc: 0.7870, loss_cls: 1.9330, loss: 1.9330, grad_norm: 3.1741 2020-10-11 23:36:42,767 - mmaction - INFO - Epoch [4][960/1253] lr: 3.000e-02, eta: 1 day, 9:02:12, time: 1.854, data_time: 0.003, memory: 10398, top1_acc: 0.5294, top5_acc: 0.7862, loss_cls: 1.9407, loss: 1.9407, grad_norm: 3.1106 2020-10-11 23:37:21,221 - mmaction - INFO - Epoch [4][980/1253] lr: 3.000e-02, eta: 1 day, 9:00:59, time: 1.923, data_time: 0.002, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7841, loss_cls: 1.9541, loss: 1.9541, grad_norm: 3.1970 2020-10-11 23:37:59,889 - mmaction - INFO - Epoch [4][1000/1253] lr: 3.000e-02, eta: 1 day, 8:59:48, time: 1.931, data_time: 0.005, memory: 10398, top1_acc: 0.5344, top5_acc: 0.7826, loss_cls: 1.9715, loss: 1.9715, grad_norm: 3.1886 2020-10-11 23:38:36,706 - mmaction - INFO - Epoch [4][1020/1253] lr: 3.000e-02, eta: 1 day, 8:58:17, time: 1.843, data_time: 0.006, memory: 10398, top1_acc: 0.5354, top5_acc: 0.7773, loss_cls: 1.9772, loss: 1.9772, grad_norm: 3.1533 2020-10-11 23:39:13,549 - mmaction - INFO - Epoch [4][1040/1253] lr: 3.000e-02, eta: 1 day, 8:56:45, time: 1.842, data_time: 0.003, memory: 10398, top1_acc: 0.5310, top5_acc: 0.7755, loss_cls: 1.9753, loss: 1.9753, grad_norm: 3.1563 2020-10-11 23:39:48,304 - mmaction - INFO - Epoch [4][1060/1253] lr: 3.000e-02, eta: 1 day, 8:54:49, time: 1.738, data_time: 0.002, memory: 10398, top1_acc: 0.5276, top5_acc: 0.7901, loss_cls: 1.9483, loss: 1.9483, grad_norm: 3.0548 2020-10-11 23:40:25,223 - mmaction - INFO - Epoch [4][1080/1253] lr: 3.000e-02, eta: 1 day, 8:53:20, time: 1.846, data_time: 0.002, memory: 10398, top1_acc: 0.5224, top5_acc: 0.7815, loss_cls: 1.9539, loss: 1.9539, grad_norm: 3.1596 2020-10-11 23:41:02,634 - mmaction - INFO - Epoch [4][1100/1253] lr: 3.000e-02, eta: 1 day, 8:51:57, time: 1.870, data_time: 0.002, memory: 10398, top1_acc: 0.5359, top5_acc: 0.7792, loss_cls: 1.9704, loss: 1.9704, grad_norm: 3.1773 2020-10-11 23:41:39,474 - mmaction - INFO - Epoch [4][1120/1253] lr: 3.000e-02, eta: 1 day, 8:50:27, time: 1.842, data_time: 0.003, memory: 10398, top1_acc: 0.5221, top5_acc: 0.7661, loss_cls: 1.9808, loss: 1.9808, grad_norm: 3.1184 2020-10-11 23:42:17,670 - mmaction - INFO - Epoch [4][1140/1253] lr: 3.000e-02, eta: 1 day, 8:49:14, time: 1.910, data_time: 0.003, memory: 10398, top1_acc: 0.5375, top5_acc: 0.7820, loss_cls: 1.9424, loss: 1.9424, grad_norm: 3.1565 2020-10-11 23:42:53,435 - mmaction - INFO - Epoch [4][1160/1253] lr: 3.000e-02, eta: 1 day, 8:47:33, time: 1.788, data_time: 0.002, memory: 10398, top1_acc: 0.5229, top5_acc: 0.7807, loss_cls: 1.9719, loss: 1.9719, grad_norm: 3.1404 2020-10-11 23:43:32,871 - mmaction - INFO - Epoch [4][1180/1253] lr: 3.000e-02, eta: 1 day, 8:46:34, time: 1.970, data_time: 0.002, memory: 10398, top1_acc: 0.5424, top5_acc: 0.7878, loss_cls: 1.9220, loss: 1.9220, grad_norm: 3.1456 2020-10-11 23:44:06,994 - mmaction - INFO - Epoch [4][1200/1253] lr: 3.000e-02, eta: 1 day, 8:44:35, time: 1.708, data_time: 0.006, memory: 10398, top1_acc: 0.5323, top5_acc: 0.7721, loss_cls: 1.9800, loss: 1.9800, grad_norm: 3.0846 2020-10-11 23:44:41,782 - mmaction - INFO - Epoch [4][1220/1253] lr: 3.000e-02, eta: 1 day, 8:42:44, time: 1.739, data_time: 0.002, memory: 10398, top1_acc: 0.5341, top5_acc: 0.7805, loss_cls: 1.9384, loss: 1.9384, grad_norm: 3.0830 2020-10-11 23:45:17,111 - mmaction - INFO - Epoch [4][1240/1253] lr: 3.000e-02, eta: 1 day, 8:40:59, time: 1.765, data_time: 0.003, memory: 10398, top1_acc: 0.5406, top5_acc: 0.7862, loss_cls: 1.9115, loss: 1.9115, grad_norm: 3.1288 2020-10-11 23:46:23,324 - mmaction - INFO - Epoch [5][20/1253] lr: 3.000e-02, eta: 1 day, 8:36:11, time: 2.406, data_time: 0.790, memory: 10398, top1_acc: 0.5497, top5_acc: 0.7961, loss_cls: 1.8503, loss: 1.8503, grad_norm: 3.1510 2020-10-11 23:46:59,820 - mmaction - INFO - Epoch [5][40/1253] lr: 3.000e-02, eta: 1 day, 8:34:41, time: 1.818, data_time: 0.003, memory: 10398, top1_acc: 0.5620, top5_acc: 0.8013, loss_cls: 1.8058, loss: 1.8058, grad_norm: 3.1240 2020-10-11 23:47:36,736 - mmaction - INFO - Epoch [5][60/1253] lr: 3.000e-02, eta: 1 day, 8:33:18, time: 1.852, data_time: 0.009, memory: 10398, top1_acc: 0.5453, top5_acc: 0.7966, loss_cls: 1.8791, loss: 1.8791, grad_norm: 3.1373 2020-10-11 23:48:09,038 - mmaction - INFO - Epoch [5][80/1253] lr: 3.000e-02, eta: 1 day, 8:31:02, time: 1.614, data_time: 0.002, memory: 10398, top1_acc: 0.5505, top5_acc: 0.8042, loss_cls: 1.8742, loss: 1.8742, grad_norm: 3.1325 2020-10-11 23:48:44,398 - mmaction - INFO - Epoch [5][100/1253] lr: 3.000e-02, eta: 1 day, 8:29:22, time: 1.769, data_time: 0.003, memory: 10398, top1_acc: 0.5505, top5_acc: 0.7872, loss_cls: 1.9189, loss: 1.9189, grad_norm: 3.1554 2020-10-11 23:49:18,428 - mmaction - INFO - Epoch [5][120/1253] lr: 3.000e-02, eta: 1 day, 8:27:27, time: 1.701, data_time: 0.002, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7966, loss_cls: 1.8610, loss: 1.8610, grad_norm: 3.2277 2020-10-11 23:49:53,481 - mmaction - INFO - Epoch [5][140/1253] lr: 3.000e-02, eta: 1 day, 8:25:43, time: 1.748, data_time: 0.007, memory: 10398, top1_acc: 0.5357, top5_acc: 0.7880, loss_cls: 1.8982, loss: 1.8982, grad_norm: 3.1739 2020-10-11 23:50:28,292 - mmaction - INFO - Epoch [5][160/1253] lr: 3.000e-02, eta: 1 day, 8:23:59, time: 1.745, data_time: 0.007, memory: 10398, top1_acc: 0.5487, top5_acc: 0.8013, loss_cls: 1.8350, loss: 1.8350, grad_norm: 3.1499 2020-10-11 23:51:04,061 - mmaction - INFO - Epoch [5][180/1253] lr: 3.000e-02, eta: 1 day, 8:22:25, time: 1.787, data_time: 0.002, memory: 10398, top1_acc: 0.5409, top5_acc: 0.7867, loss_cls: 1.8978, loss: 1.8978, grad_norm: 3.1661 2020-10-11 23:51:38,863 - mmaction - INFO - Epoch [5][200/1253] lr: 3.000e-02, eta: 1 day, 8:20:41, time: 1.741, data_time: 0.003, memory: 10398, top1_acc: 0.5576, top5_acc: 0.7951, loss_cls: 1.8749, loss: 1.8749, grad_norm: 3.1111 2020-10-11 23:52:13,324 - mmaction - INFO - Epoch [5][220/1253] lr: 3.000e-02, eta: 1 day, 8:18:54, time: 1.723, data_time: 0.002, memory: 10398, top1_acc: 0.5393, top5_acc: 0.7870, loss_cls: 1.9170, loss: 1.9170, grad_norm: 3.1804 2020-10-11 23:52:50,415 - mmaction - INFO - Epoch [5][240/1253] lr: 3.000e-02, eta: 1 day, 8:17:35, time: 1.852, data_time: 0.002, memory: 10398, top1_acc: 0.5466, top5_acc: 0.8021, loss_cls: 1.8530, loss: 1.8530, grad_norm: 3.1288 2020-10-11 23:53:26,116 - mmaction - INFO - Epoch [5][260/1253] lr: 3.000e-02, eta: 1 day, 8:16:03, time: 1.787, data_time: 0.004, memory: 10398, top1_acc: 0.5443, top5_acc: 0.7937, loss_cls: 1.8553, loss: 1.8553, grad_norm: 3.0660 2020-10-11 23:53:59,723 - mmaction - INFO - Epoch [5][280/1253] lr: 3.000e-02, eta: 1 day, 8:14:07, time: 1.675, data_time: 0.002, memory: 10398, top1_acc: 0.5563, top5_acc: 0.8008, loss_cls: 1.8287, loss: 1.8287, grad_norm: 3.0863 2020-10-11 23:54:35,566 - mmaction - INFO - Epoch [5][300/1253] lr: 3.000e-02, eta: 1 day, 8:12:37, time: 1.797, data_time: 0.008, memory: 10398, top1_acc: 0.5596, top5_acc: 0.8029, loss_cls: 1.8360, loss: 1.8360, grad_norm: 3.1016 2020-10-11 23:55:10,436 - mmaction - INFO - Epoch [5][320/1253] lr: 3.000e-02, eta: 1 day, 8:10:57, time: 1.744, data_time: 0.003, memory: 10398, top1_acc: 0.5349, top5_acc: 0.7943, loss_cls: 1.8974, loss: 1.8974, grad_norm: 3.1909 2020-10-11 23:55:45,188 - mmaction - INFO - Epoch [5][340/1253] lr: 3.000e-02, eta: 1 day, 8:09:16, time: 1.737, data_time: 0.002, memory: 10398, top1_acc: 0.5523, top5_acc: 0.7956, loss_cls: 1.8590, loss: 1.8590, grad_norm: 3.1706 2020-10-11 23:56:17,911 - mmaction - INFO - Epoch [5][360/1253] lr: 3.000e-02, eta: 1 day, 8:07:14, time: 1.636, data_time: 0.007, memory: 10398, top1_acc: 0.5378, top5_acc: 0.7951, loss_cls: 1.8956, loss: 1.8956, grad_norm: 3.1235 2020-10-11 23:56:54,182 - mmaction - INFO - Epoch [5][380/1253] lr: 3.000e-02, eta: 1 day, 8:05:50, time: 1.814, data_time: 0.002, memory: 10398, top1_acc: 0.5445, top5_acc: 0.7875, loss_cls: 1.9034, loss: 1.9034, grad_norm: 3.1543 2020-10-11 23:57:29,568 - mmaction - INFO - Epoch [5][400/1253] lr: 3.000e-02, eta: 1 day, 8:04:17, time: 1.769, data_time: 0.002, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7982, loss_cls: 1.8464, loss: 1.8464, grad_norm: 3.0470 2020-10-11 23:58:04,220 - mmaction - INFO - Epoch [5][420/1253] lr: 3.000e-02, eta: 1 day, 8:02:36, time: 1.732, data_time: 0.002, memory: 10398, top1_acc: 0.5443, top5_acc: 0.7990, loss_cls: 1.8735, loss: 1.8735, grad_norm: 3.1482 2020-10-11 23:58:39,922 - mmaction - INFO - Epoch [5][440/1253] lr: 3.000e-02, eta: 1 day, 8:01:08, time: 1.786, data_time: 0.002, memory: 10398, top1_acc: 0.5503, top5_acc: 0.7977, loss_cls: 1.8245, loss: 1.8245, grad_norm: 3.0936 2020-10-11 23:59:14,869 - mmaction - INFO - Epoch [5][460/1253] lr: 3.000e-02, eta: 1 day, 7:59:31, time: 1.747, data_time: 0.002, memory: 10398, top1_acc: 0.5508, top5_acc: 0.8049, loss_cls: 1.8132, loss: 1.8132, grad_norm: 3.0674 2020-10-11 23:59:49,423 - mmaction - INFO - Epoch [5][480/1253] lr: 3.000e-02, eta: 1 day, 7:57:51, time: 1.728, data_time: 0.002, memory: 10398, top1_acc: 0.5461, top5_acc: 0.7917, loss_cls: 1.8867, loss: 1.8867, grad_norm: 3.2086 2020-10-12 00:00:25,423 - mmaction - INFO - Epoch [5][500/1253] lr: 3.000e-02, eta: 1 day, 7:56:22, time: 1.778, data_time: 0.002, memory: 10398, top1_acc: 0.5568, top5_acc: 0.7901, loss_cls: 1.8745, loss: 1.8745, grad_norm: 3.1937 2020-10-12 00:00:56,181 - mmaction - INFO - Epoch [5][520/1253] lr: 3.000e-02, eta: 1 day, 7:54:07, time: 1.553, data_time: 0.029, memory: 10398, top1_acc: 0.5503, top5_acc: 0.7891, loss_cls: 1.8878, loss: 1.8878, grad_norm: 3.0468 2020-10-12 00:01:31,743 - mmaction - INFO - Epoch [5][540/1253] lr: 3.000e-02, eta: 1 day, 7:52:40, time: 1.780, data_time: 0.010, memory: 10398, top1_acc: 0.5573, top5_acc: 0.8078, loss_cls: 1.8035, loss: 1.8035, grad_norm: 3.1642 2020-10-12 00:02:09,017 - mmaction - INFO - Epoch [5][560/1253] lr: 3.000e-02, eta: 1 day, 7:51:30, time: 1.869, data_time: 0.008, memory: 10398, top1_acc: 0.5591, top5_acc: 0.8000, loss_cls: 1.8386, loss: 1.8386, grad_norm: 3.1183 2020-10-12 00:02:42,768 - mmaction - INFO - Epoch [5][580/1253] lr: 3.000e-02, eta: 1 day, 7:49:45, time: 1.688, data_time: 0.002, memory: 10398, top1_acc: 0.5362, top5_acc: 0.7878, loss_cls: 1.9181, loss: 1.9181, grad_norm: 3.1594 2020-10-12 00:03:15,390 - mmaction - INFO - Epoch [5][600/1253] lr: 3.000e-02, eta: 1 day, 7:47:47, time: 1.628, data_time: 0.002, memory: 10398, top1_acc: 0.5367, top5_acc: 0.7846, loss_cls: 1.9375, loss: 1.9375, grad_norm: 3.1395 2020-10-12 00:03:49,321 - mmaction - INFO - Epoch [5][620/1253] lr: 3.000e-02, eta: 1 day, 7:46:04, time: 1.697, data_time: 0.009, memory: 10398, top1_acc: 0.5609, top5_acc: 0.7956, loss_cls: 1.8450, loss: 1.8450, grad_norm: 3.1435 2020-10-12 00:04:21,286 - mmaction - INFO - Epoch [5][640/1253] lr: 3.000e-02, eta: 1 day, 7:44:02, time: 1.600, data_time: 0.004, memory: 10398, top1_acc: 0.5526, top5_acc: 0.7922, loss_cls: 1.8630, loss: 1.8630, grad_norm: 3.1229 2020-10-12 00:04:56,325 - mmaction - INFO - Epoch [5][660/1253] lr: 3.000e-02, eta: 1 day, 7:42:32, time: 1.752, data_time: 0.002, memory: 10398, top1_acc: 0.5578, top5_acc: 0.7956, loss_cls: 1.8435, loss: 1.8435, grad_norm: 3.0480 2020-10-12 00:05:31,388 - mmaction - INFO - Epoch [5][680/1253] lr: 3.000e-02, eta: 1 day, 7:41:01, time: 1.750, data_time: 0.002, memory: 10398, top1_acc: 0.5411, top5_acc: 0.7862, loss_cls: 1.8743, loss: 1.8743, grad_norm: 3.1214 2020-10-12 00:06:06,544 - mmaction - INFO - Epoch [5][700/1253] lr: 3.000e-02, eta: 1 day, 7:39:32, time: 1.759, data_time: 0.006, memory: 10398, top1_acc: 0.5437, top5_acc: 0.7911, loss_cls: 1.9255, loss: 1.9255, grad_norm: 3.1385 2020-10-12 00:06:41,723 - mmaction - INFO - Epoch [5][720/1253] lr: 3.000e-02, eta: 1 day, 7:38:04, time: 1.761, data_time: 0.004, memory: 10398, top1_acc: 0.5529, top5_acc: 0.7979, loss_cls: 1.8606, loss: 1.8606, grad_norm: 3.0138 2020-10-12 00:07:17,394 - mmaction - INFO - Epoch [5][740/1253] lr: 3.000e-02, eta: 1 day, 7:36:41, time: 1.783, data_time: 0.002, memory: 10398, top1_acc: 0.5536, top5_acc: 0.7997, loss_cls: 1.8655, loss: 1.8655, grad_norm: 3.1350 2020-10-12 00:07:53,617 - mmaction - INFO - Epoch [5][760/1253] lr: 3.000e-02, eta: 1 day, 7:35:24, time: 1.809, data_time: 0.007, memory: 10398, top1_acc: 0.5706, top5_acc: 0.8065, loss_cls: 1.7821, loss: 1.7821, grad_norm: 3.0940 2020-10-12 00:08:26,652 - mmaction - INFO - Epoch [5][780/1253] lr: 3.000e-02, eta: 1 day, 7:33:36, time: 1.654, data_time: 0.004, memory: 10398, top1_acc: 0.5419, top5_acc: 0.7958, loss_cls: 1.8878, loss: 1.8878, grad_norm: 3.2076 2020-10-12 00:09:01,847 - mmaction - INFO - Epoch [5][800/1253] lr: 3.000e-02, eta: 1 day, 7:32:09, time: 1.757, data_time: 0.002, memory: 10398, top1_acc: 0.5573, top5_acc: 0.7935, loss_cls: 1.8389, loss: 1.8389, grad_norm: 3.0993 2020-10-12 00:09:36,493 - mmaction - INFO - Epoch [5][820/1253] lr: 3.000e-02, eta: 1 day, 7:30:38, time: 1.734, data_time: 0.007, memory: 10398, top1_acc: 0.5615, top5_acc: 0.8078, loss_cls: 1.7840, loss: 1.7840, grad_norm: 3.0951 2020-10-12 00:10:10,756 - mmaction - INFO - Epoch [5][840/1253] lr: 3.000e-02, eta: 1 day, 7:29:03, time: 1.713, data_time: 0.002, memory: 10398, top1_acc: 0.5497, top5_acc: 0.7969, loss_cls: 1.8610, loss: 1.8610, grad_norm: 3.0745 2020-10-12 00:10:48,305 - mmaction - INFO - Epoch [5][860/1253] lr: 3.000e-02, eta: 1 day, 7:28:00, time: 1.878, data_time: 0.002, memory: 10398, top1_acc: 0.5445, top5_acc: 0.7937, loss_cls: 1.8869, loss: 1.8869, grad_norm: 3.1690 2020-10-12 00:11:23,912 - mmaction - INFO - Epoch [5][880/1253] lr: 3.000e-02, eta: 1 day, 7:26:39, time: 1.780, data_time: 0.002, memory: 10398, top1_acc: 0.5604, top5_acc: 0.8008, loss_cls: 1.8491, loss: 1.8491, grad_norm: 3.0757 2020-10-12 00:11:58,039 - mmaction - INFO - Epoch [5][900/1253] lr: 3.000e-02, eta: 1 day, 7:25:03, time: 1.707, data_time: 0.002, memory: 10398, top1_acc: 0.5612, top5_acc: 0.7953, loss_cls: 1.8580, loss: 1.8580, grad_norm: 3.0534 2020-10-12 00:12:32,175 - mmaction - INFO - Epoch [5][920/1253] lr: 3.000e-02, eta: 1 day, 7:23:29, time: 1.706, data_time: 0.004, memory: 10398, top1_acc: 0.5599, top5_acc: 0.8104, loss_cls: 1.7988, loss: 1.7988, grad_norm: 3.1261 2020-10-12 00:13:04,798 - mmaction - INFO - Epoch [5][940/1253] lr: 3.000e-02, eta: 1 day, 7:21:40, time: 1.632, data_time: 0.004, memory: 10398, top1_acc: 0.5461, top5_acc: 0.7984, loss_cls: 1.8613, loss: 1.8613, grad_norm: 3.1457 2020-10-12 00:13:42,735 - mmaction - INFO - Epoch [5][960/1253] lr: 3.000e-02, eta: 1 day, 7:20:42, time: 1.897, data_time: 0.002, memory: 10398, top1_acc: 0.5620, top5_acc: 0.7951, loss_cls: 1.8513, loss: 1.8513, grad_norm: 3.0719 2020-10-12 00:14:13,681 - mmaction - INFO - Epoch [5][980/1253] lr: 3.000e-02, eta: 1 day, 7:18:39, time: 1.547, data_time: 0.002, memory: 10398, top1_acc: 0.5568, top5_acc: 0.7964, loss_cls: 1.8451, loss: 1.8451, grad_norm: 3.0342 2020-10-12 00:14:48,964 - mmaction - INFO - Epoch [5][1000/1253] lr: 3.000e-02, eta: 1 day, 7:17:16, time: 1.764, data_time: 0.003, memory: 10398, top1_acc: 0.5398, top5_acc: 0.7911, loss_cls: 1.8885, loss: 1.8885, grad_norm: 3.1637 2020-10-12 00:15:22,663 - mmaction - INFO - Epoch [5][1020/1253] lr: 3.000e-02, eta: 1 day, 7:15:38, time: 1.675, data_time: 0.002, memory: 10398, top1_acc: 0.5680, top5_acc: 0.7940, loss_cls: 1.8112, loss: 1.8112, grad_norm: 3.0067 2020-10-12 00:15:58,719 - mmaction - INFO - Epoch [5][1040/1253] lr: 3.000e-02, eta: 1 day, 7:14:25, time: 1.811, data_time: 0.012, memory: 10398, top1_acc: 0.5672, top5_acc: 0.8044, loss_cls: 1.8086, loss: 1.8086, grad_norm: 3.1156 2020-10-12 00:16:32,600 - mmaction - INFO - Epoch [5][1060/1253] lr: 3.000e-02, eta: 1 day, 7:12:51, time: 1.693, data_time: 0.004, memory: 10398, top1_acc: 0.5589, top5_acc: 0.7930, loss_cls: 1.8574, loss: 1.8574, grad_norm: 3.0958 2020-10-12 00:17:07,020 - mmaction - INFO - Epoch [5][1080/1253] lr: 3.000e-02, eta: 1 day, 7:11:21, time: 1.720, data_time: 0.005, memory: 10398, top1_acc: 0.5474, top5_acc: 0.7828, loss_cls: 1.8688, loss: 1.8688, grad_norm: 3.0985 2020-10-12 00:17:42,145 - mmaction - INFO - Epoch [5][1100/1253] lr: 3.000e-02, eta: 1 day, 7:10:00, time: 1.759, data_time: 0.007, memory: 10398, top1_acc: 0.5565, top5_acc: 0.7943, loss_cls: 1.8382, loss: 1.8382, grad_norm: 3.0534 2020-10-12 00:18:16,819 - mmaction - INFO - Epoch [5][1120/1253] lr: 3.000e-02, eta: 1 day, 7:08:34, time: 1.734, data_time: 0.002, memory: 10398, top1_acc: 0.5448, top5_acc: 0.8010, loss_cls: 1.8750, loss: 1.8750, grad_norm: 3.1258 2020-10-12 00:18:50,175 - mmaction - INFO - Epoch [5][1140/1253] lr: 3.000e-02, eta: 1 day, 7:06:56, time: 1.667, data_time: 0.004, memory: 10398, top1_acc: 0.5523, top5_acc: 0.8000, loss_cls: 1.8483, loss: 1.8483, grad_norm: 3.0445 2020-10-12 00:19:25,508 - mmaction - INFO - Epoch [5][1160/1253] lr: 3.000e-02, eta: 1 day, 7:05:37, time: 1.767, data_time: 0.002, memory: 10398, top1_acc: 0.5628, top5_acc: 0.8083, loss_cls: 1.7984, loss: 1.7984, grad_norm: 3.1443 2020-10-12 00:19:59,140 - mmaction - INFO - Epoch [5][1180/1253] lr: 3.000e-02, eta: 1 day, 7:04:03, time: 1.681, data_time: 0.002, memory: 10398, top1_acc: 0.5523, top5_acc: 0.7924, loss_cls: 1.8776, loss: 1.8776, grad_norm: 3.0924 2020-10-12 00:20:32,809 - mmaction - INFO - Epoch [5][1200/1253] lr: 3.000e-02, eta: 1 day, 7:02:29, time: 1.683, data_time: 0.002, memory: 10398, top1_acc: 0.5445, top5_acc: 0.7906, loss_cls: 1.8901, loss: 1.8901, grad_norm: 3.1304 2020-10-12 00:21:08,093 - mmaction - INFO - Epoch [5][1220/1253] lr: 3.000e-02, eta: 1 day, 7:01:10, time: 1.765, data_time: 0.003, memory: 10398, top1_acc: 0.5469, top5_acc: 0.7888, loss_cls: 1.8989, loss: 1.8989, grad_norm: 3.1422 2020-10-12 00:21:45,060 - mmaction - INFO - Epoch [5][1240/1253] lr: 3.000e-02, eta: 1 day, 7:00:07, time: 1.847, data_time: 0.002, memory: 10398, top1_acc: 0.5492, top5_acc: 0.7932, loss_cls: 1.8529, loss: 1.8529, grad_norm: 3.1157 2020-10-12 00:21:59,847 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-12 00:22:49,464 - mmaction - INFO - Epoch [6][20/1253] lr: 3.000e-02, eta: 1 day, 6:56:27, time: 2.404, data_time: 0.937, memory: 10398, top1_acc: 0.5716, top5_acc: 0.8151, loss_cls: 1.7705, loss: 1.7705, grad_norm: 3.0244 2020-10-12 00:23:22,882 - mmaction - INFO - Epoch [6][40/1253] lr: 3.000e-02, eta: 1 day, 6:54:53, time: 1.670, data_time: 0.006, memory: 10398, top1_acc: 0.5680, top5_acc: 0.8148, loss_cls: 1.7594, loss: 1.7594, grad_norm: 3.1253 2020-10-12 00:23:53,747 - mmaction - INFO - Epoch [6][60/1253] lr: 3.000e-02, eta: 1 day, 6:52:57, time: 1.546, data_time: 0.009, memory: 10398, top1_acc: 0.5740, top5_acc: 0.8047, loss_cls: 1.7932, loss: 1.7932, grad_norm: 3.1201 2020-10-12 00:24:25,783 - mmaction - INFO - Epoch [6][80/1253] lr: 3.000e-02, eta: 1 day, 6:51:12, time: 1.604, data_time: 0.008, memory: 10398, top1_acc: 0.5753, top5_acc: 0.8172, loss_cls: 1.7353, loss: 1.7353, grad_norm: 3.0705 2020-10-12 00:24:57,313 - mmaction - INFO - Epoch [6][100/1253] lr: 3.000e-02, eta: 1 day, 6:49:22, time: 1.576, data_time: 0.002, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8086, loss_cls: 1.7766, loss: 1.7766, grad_norm: 3.0820 2020-10-12 00:25:29,848 - mmaction - INFO - Epoch [6][120/1253] lr: 3.000e-02, eta: 1 day, 6:47:42, time: 1.627, data_time: 0.003, memory: 10398, top1_acc: 0.5734, top5_acc: 0.8073, loss_cls: 1.7719, loss: 1.7719, grad_norm: 3.0735 2020-10-12 00:26:02,707 - mmaction - INFO - Epoch [6][140/1253] lr: 3.000e-02, eta: 1 day, 6:46:05, time: 1.642, data_time: 0.007, memory: 10398, top1_acc: 0.5794, top5_acc: 0.8161, loss_cls: 1.7374, loss: 1.7374, grad_norm: 3.0827 2020-10-12 00:26:32,636 - mmaction - INFO - Epoch [6][160/1253] lr: 3.000e-02, eta: 1 day, 6:44:02, time: 1.493, data_time: 0.003, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8013, loss_cls: 1.7869, loss: 1.7869, grad_norm: 3.1006 2020-10-12 00:27:05,242 - mmaction - INFO - Epoch [6][180/1253] lr: 3.000e-02, eta: 1 day, 6:42:24, time: 1.632, data_time: 0.008, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8070, loss_cls: 1.7777, loss: 1.7777, grad_norm: 3.1139 2020-10-12 00:27:37,057 - mmaction - INFO - Epoch [6][200/1253] lr: 3.000e-02, eta: 1 day, 6:40:40, time: 1.591, data_time: 0.007, memory: 10398, top1_acc: 0.5753, top5_acc: 0.8214, loss_cls: 1.7182, loss: 1.7182, grad_norm: 3.1172 2020-10-12 00:28:08,710 - mmaction - INFO - Epoch [6][220/1253] lr: 3.000e-02, eta: 1 day, 6:38:54, time: 1.581, data_time: 0.007, memory: 10398, top1_acc: 0.5706, top5_acc: 0.8096, loss_cls: 1.7871, loss: 1.7871, grad_norm: 3.0976 2020-10-12 00:28:41,602 - mmaction - INFO - Epoch [6][240/1253] lr: 3.000e-02, eta: 1 day, 6:37:20, time: 1.649, data_time: 0.008, memory: 10398, top1_acc: 0.5711, top5_acc: 0.8151, loss_cls: 1.7511, loss: 1.7511, grad_norm: 3.0782 2020-10-12 00:29:14,304 - mmaction - INFO - Epoch [6][260/1253] lr: 3.000e-02, eta: 1 day, 6:35:44, time: 1.632, data_time: 0.005, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8120, loss_cls: 1.7548, loss: 1.7548, grad_norm: 3.0740 2020-10-12 00:29:47,910 - mmaction - INFO - Epoch [6][280/1253] lr: 3.000e-02, eta: 1 day, 6:34:16, time: 1.682, data_time: 0.007, memory: 10398, top1_acc: 0.5685, top5_acc: 0.8109, loss_cls: 1.7672, loss: 1.7672, grad_norm: 3.1118 2020-10-12 00:30:20,770 - mmaction - INFO - Epoch [6][300/1253] lr: 3.000e-02, eta: 1 day, 6:32:42, time: 1.640, data_time: 0.007, memory: 10398, top1_acc: 0.5622, top5_acc: 0.8049, loss_cls: 1.7928, loss: 1.7928, grad_norm: 3.1520 2020-10-12 00:30:52,751 - mmaction - INFO - Epoch [6][320/1253] lr: 3.000e-02, eta: 1 day, 6:31:02, time: 1.605, data_time: 0.007, memory: 10398, top1_acc: 0.5701, top5_acc: 0.8104, loss_cls: 1.7656, loss: 1.7656, grad_norm: 3.1588 2020-10-12 00:31:24,543 - mmaction - INFO - Epoch [6][340/1253] lr: 3.000e-02, eta: 1 day, 6:29:20, time: 1.590, data_time: 0.002, memory: 10398, top1_acc: 0.5672, top5_acc: 0.8130, loss_cls: 1.7628, loss: 1.7628, grad_norm: 3.1267 2020-10-12 00:32:01,730 - mmaction - INFO - Epoch [6][360/1253] lr: 3.000e-02, eta: 1 day, 6:28:24, time: 1.859, data_time: 0.002, memory: 10398, top1_acc: 0.5651, top5_acc: 0.8174, loss_cls: 1.7852, loss: 1.7852, grad_norm: 3.1464 2020-10-12 00:32:30,279 - mmaction - INFO - Epoch [6][380/1253] lr: 3.000e-02, eta: 1 day, 6:26:15, time: 1.426, data_time: 0.004, memory: 10398, top1_acc: 0.5708, top5_acc: 0.8107, loss_cls: 1.7597, loss: 1.7597, grad_norm: 3.0673 2020-10-12 00:33:02,425 - mmaction - INFO - Epoch [6][400/1253] lr: 3.000e-02, eta: 1 day, 6:24:37, time: 1.607, data_time: 0.007, memory: 10398, top1_acc: 0.5505, top5_acc: 0.7979, loss_cls: 1.8492, loss: 1.8492, grad_norm: 3.1125 2020-10-12 00:33:34,703 - mmaction - INFO - Epoch [6][420/1253] lr: 3.000e-02, eta: 1 day, 6:23:00, time: 1.611, data_time: 0.007, memory: 10398, top1_acc: 0.5742, top5_acc: 0.8156, loss_cls: 1.7468, loss: 1.7468, grad_norm: 3.0687 2020-10-12 00:34:07,359 - mmaction - INFO - Epoch [6][440/1253] lr: 3.000e-02, eta: 1 day, 6:21:28, time: 1.636, data_time: 0.008, memory: 10398, top1_acc: 0.5594, top5_acc: 0.7997, loss_cls: 1.8088, loss: 1.8088, grad_norm: 3.0382 2020-10-12 00:34:39,550 - mmaction - INFO - Epoch [6][460/1253] lr: 3.000e-02, eta: 1 day, 6:19:52, time: 1.613, data_time: 0.007, memory: 10398, top1_acc: 0.5552, top5_acc: 0.8070, loss_cls: 1.8069, loss: 1.8069, grad_norm: 3.0338 2020-10-12 00:35:12,671 - mmaction - INFO - Epoch [6][480/1253] lr: 3.000e-02, eta: 1 day, 6:18:23, time: 1.648, data_time: 0.005, memory: 10398, top1_acc: 0.5727, top5_acc: 0.8063, loss_cls: 1.7809, loss: 1.7809, grad_norm: 3.0340 2020-10-12 00:35:44,587 - mmaction - INFO - Epoch [6][500/1253] lr: 3.000e-02, eta: 1 day, 6:16:46, time: 1.604, data_time: 0.010, memory: 10398, top1_acc: 0.5648, top5_acc: 0.8089, loss_cls: 1.7767, loss: 1.7767, grad_norm: 3.1241 2020-10-12 00:36:16,865 - mmaction - INFO - Epoch [6][520/1253] lr: 3.000e-02, eta: 1 day, 6:15:12, time: 1.611, data_time: 0.008, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8083, loss_cls: 1.8005, loss: 1.8005, grad_norm: 3.1119 2020-10-12 00:36:49,285 - mmaction - INFO - Epoch [6][540/1253] lr: 3.000e-02, eta: 1 day, 6:13:39, time: 1.621, data_time: 0.007, memory: 10398, top1_acc: 0.5701, top5_acc: 0.8133, loss_cls: 1.7749, loss: 1.7749, grad_norm: 3.0064 2020-10-12 00:37:21,793 - mmaction - INFO - Epoch [6][560/1253] lr: 3.000e-02, eta: 1 day, 6:12:07, time: 1.628, data_time: 0.005, memory: 10398, top1_acc: 0.5849, top5_acc: 0.8057, loss_cls: 1.7768, loss: 1.7768, grad_norm: 3.0622 2020-10-12 00:37:54,265 - mmaction - INFO - Epoch [6][580/1253] lr: 3.000e-02, eta: 1 day, 6:10:35, time: 1.624, data_time: 0.002, memory: 10398, top1_acc: 0.5828, top5_acc: 0.8185, loss_cls: 1.7343, loss: 1.7343, grad_norm: 3.0590 2020-10-12 00:38:27,021 - mmaction - INFO - Epoch [6][600/1253] lr: 3.000e-02, eta: 1 day, 6:09:06, time: 1.637, data_time: 0.002, memory: 10398, top1_acc: 0.5648, top5_acc: 0.7964, loss_cls: 1.8306, loss: 1.8306, grad_norm: 3.1458 2020-10-12 00:38:59,355 - mmaction - INFO - Epoch [6][620/1253] lr: 3.000e-02, eta: 1 day, 6:07:33, time: 1.612, data_time: 0.007, memory: 10398, top1_acc: 0.5516, top5_acc: 0.8003, loss_cls: 1.8371, loss: 1.8371, grad_norm: 3.0989 2020-10-12 00:39:33,196 - mmaction - INFO - Epoch [6][640/1253] lr: 3.000e-02, eta: 1 day, 6:06:14, time: 1.698, data_time: 0.009, memory: 10398, top1_acc: 0.5839, top5_acc: 0.8154, loss_cls: 1.7160, loss: 1.7160, grad_norm: 3.0631 2020-10-12 00:40:03,972 - mmaction - INFO - Epoch [6][660/1253] lr: 3.000e-02, eta: 1 day, 6:04:30, time: 1.539, data_time: 0.007, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8141, loss_cls: 1.7280, loss: 1.7280, grad_norm: 3.1056 2020-10-12 00:40:38,224 - mmaction - INFO - Epoch [6][680/1253] lr: 3.000e-02, eta: 1 day, 6:03:14, time: 1.713, data_time: 0.002, memory: 10398, top1_acc: 0.5664, top5_acc: 0.8104, loss_cls: 1.7767, loss: 1.7767, grad_norm: 3.1914 2020-10-12 00:41:12,054 - mmaction - INFO - Epoch [6][700/1253] lr: 3.000e-02, eta: 1 day, 6:01:55, time: 1.692, data_time: 0.002, memory: 10398, top1_acc: 0.5589, top5_acc: 0.7971, loss_cls: 1.8174, loss: 1.8174, grad_norm: 3.0446 2020-10-12 00:41:43,438 - mmaction - INFO - Epoch [6][720/1253] lr: 3.000e-02, eta: 1 day, 6:00:17, time: 1.566, data_time: 0.002, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8216, loss_cls: 1.7170, loss: 1.7170, grad_norm: 3.0521 2020-10-12 00:42:15,578 - mmaction - INFO - Epoch [6][740/1253] lr: 3.000e-02, eta: 1 day, 5:58:45, time: 1.611, data_time: 0.007, memory: 10398, top1_acc: 0.5727, top5_acc: 0.8039, loss_cls: 1.7779, loss: 1.7779, grad_norm: 3.0843 2020-10-12 00:42:49,843 - mmaction - INFO - Epoch [6][760/1253] lr: 3.000e-02, eta: 1 day, 5:57:30, time: 1.707, data_time: 0.002, memory: 10398, top1_acc: 0.5867, top5_acc: 0.8203, loss_cls: 1.6864, loss: 1.6864, grad_norm: 2.9961 2020-10-12 00:43:20,750 - mmaction - INFO - Epoch [6][780/1253] lr: 3.000e-02, eta: 1 day, 5:55:49, time: 1.545, data_time: 0.008, memory: 10398, top1_acc: 0.5633, top5_acc: 0.8089, loss_cls: 1.7987, loss: 1.7987, grad_norm: 3.1125 2020-10-12 00:43:51,886 - mmaction - INFO - Epoch [6][800/1253] lr: 3.000e-02, eta: 1 day, 5:54:11, time: 1.559, data_time: 0.008, memory: 10398, top1_acc: 0.5612, top5_acc: 0.8005, loss_cls: 1.8043, loss: 1.8043, grad_norm: 3.1000 2020-10-12 00:44:22,183 - mmaction - INFO - Epoch [6][820/1253] lr: 3.000e-02, eta: 1 day, 5:52:26, time: 1.518, data_time: 0.007, memory: 10398, top1_acc: 0.5589, top5_acc: 0.8003, loss_cls: 1.8217, loss: 1.8217, grad_norm: 3.0693 2020-10-12 00:44:54,266 - mmaction - INFO - Epoch [6][840/1253] lr: 3.000e-02, eta: 1 day, 5:50:55, time: 1.602, data_time: 0.002, memory: 10398, top1_acc: 0.5669, top5_acc: 0.8081, loss_cls: 1.7833, loss: 1.7833, grad_norm: 3.0530 2020-10-12 00:45:27,963 - mmaction - INFO - Epoch [6][860/1253] lr: 3.000e-02, eta: 1 day, 5:49:38, time: 1.687, data_time: 0.004, memory: 10398, top1_acc: 0.5760, top5_acc: 0.8190, loss_cls: 1.7125, loss: 1.7125, grad_norm: 3.0634 2020-10-12 00:46:00,737 - mmaction - INFO - Epoch [6][880/1253] lr: 3.000e-02, eta: 1 day, 5:48:13, time: 1.635, data_time: 0.002, memory: 10398, top1_acc: 0.5607, top5_acc: 0.8036, loss_cls: 1.8399, loss: 1.8399, grad_norm: 3.1374 2020-10-12 00:46:34,036 - mmaction - INFO - Epoch [6][900/1253] lr: 3.000e-02, eta: 1 day, 5:46:53, time: 1.668, data_time: 0.008, memory: 10398, top1_acc: 0.5792, top5_acc: 0.8102, loss_cls: 1.7722, loss: 1.7722, grad_norm: 2.9635 2020-10-12 00:47:06,502 - mmaction - INFO - Epoch [6][920/1253] lr: 3.000e-02, eta: 1 day, 5:45:26, time: 1.621, data_time: 0.003, memory: 10398, top1_acc: 0.5763, top5_acc: 0.8195, loss_cls: 1.7273, loss: 1.7273, grad_norm: 3.0737 2020-10-12 00:47:39,265 - mmaction - INFO - Epoch [6][940/1253] lr: 3.000e-02, eta: 1 day, 5:44:02, time: 1.636, data_time: 0.006, memory: 10398, top1_acc: 0.5594, top5_acc: 0.8109, loss_cls: 1.7766, loss: 1.7766, grad_norm: 3.0343 2020-10-12 00:48:12,414 - mmaction - INFO - Epoch [6][960/1253] lr: 3.000e-02, eta: 1 day, 5:42:43, time: 1.662, data_time: 0.009, memory: 10398, top1_acc: 0.5641, top5_acc: 0.8083, loss_cls: 1.7896, loss: 1.7896, grad_norm: 3.0977 2020-10-12 00:48:45,623 - mmaction - INFO - Epoch [6][980/1253] lr: 3.000e-02, eta: 1 day, 5:41:23, time: 1.662, data_time: 0.005, memory: 10398, top1_acc: 0.5646, top5_acc: 0.8005, loss_cls: 1.7918, loss: 1.7918, grad_norm: 3.0770 2020-10-12 00:49:17,967 - mmaction - INFO - Epoch [6][1000/1253] lr: 3.000e-02, eta: 1 day, 5:39:57, time: 1.617, data_time: 0.002, memory: 10398, top1_acc: 0.5628, top5_acc: 0.8065, loss_cls: 1.7935, loss: 1.7935, grad_norm: 3.0524 2020-10-12 00:49:51,877 - mmaction - INFO - Epoch [6][1020/1253] lr: 3.000e-02, eta: 1 day, 5:38:43, time: 1.695, data_time: 0.007, memory: 10398, top1_acc: 0.5471, top5_acc: 0.8034, loss_cls: 1.8366, loss: 1.8366, grad_norm: 3.1160 2020-10-12 00:50:22,719 - mmaction - INFO - Epoch [6][1040/1253] lr: 3.000e-02, eta: 1 day, 5:37:06, time: 1.540, data_time: 0.002, memory: 10398, top1_acc: 0.5760, top5_acc: 0.7987, loss_cls: 1.7781, loss: 1.7781, grad_norm: 3.1058 2020-10-12 00:50:55,549 - mmaction - INFO - Epoch [6][1060/1253] lr: 3.000e-02, eta: 1 day, 5:35:44, time: 1.642, data_time: 0.004, memory: 10398, top1_acc: 0.5526, top5_acc: 0.8044, loss_cls: 1.8363, loss: 1.8363, grad_norm: 3.1172 2020-10-12 00:51:27,973 - mmaction - INFO - Epoch [6][1080/1253] lr: 3.000e-02, eta: 1 day, 5:34:20, time: 1.622, data_time: 0.003, memory: 10398, top1_acc: 0.5677, top5_acc: 0.8089, loss_cls: 1.7983, loss: 1.7983, grad_norm: 3.0607 2020-10-12 00:51:59,427 - mmaction - INFO - Epoch [6][1100/1253] lr: 3.000e-02, eta: 1 day, 5:32:48, time: 1.571, data_time: 0.003, memory: 10398, top1_acc: 0.5721, top5_acc: 0.8174, loss_cls: 1.7630, loss: 1.7630, grad_norm: 3.1348 2020-10-12 00:52:32,994 - mmaction - INFO - Epoch [6][1120/1253] lr: 3.000e-02, eta: 1 day, 5:31:33, time: 1.680, data_time: 0.005, memory: 10398, top1_acc: 0.5727, top5_acc: 0.8122, loss_cls: 1.7741, loss: 1.7741, grad_norm: 3.0929 2020-10-12 00:53:04,937 - mmaction - INFO - Epoch [6][1140/1253] lr: 3.000e-02, eta: 1 day, 5:30:05, time: 1.591, data_time: 0.002, memory: 10398, top1_acc: 0.5633, top5_acc: 0.8013, loss_cls: 1.8148, loss: 1.8148, grad_norm: 3.0682 2020-10-12 00:53:33,451 - mmaction - INFO - Epoch [6][1160/1253] lr: 3.000e-02, eta: 1 day, 5:28:13, time: 1.430, data_time: 0.009, memory: 10398, top1_acc: 0.5836, top5_acc: 0.8221, loss_cls: 1.6987, loss: 1.6987, grad_norm: 2.9724 2020-10-12 00:54:04,496 - mmaction - INFO - Epoch [6][1180/1253] lr: 3.000e-02, eta: 1 day, 5:26:40, time: 1.547, data_time: 0.007, memory: 10398, top1_acc: 0.5654, top5_acc: 0.8148, loss_cls: 1.7623, loss: 1.7623, grad_norm: 3.1071 2020-10-12 00:54:37,860 - mmaction - INFO - Epoch [6][1200/1253] lr: 3.000e-02, eta: 1 day, 5:25:25, time: 1.673, data_time: 0.010, memory: 10398, top1_acc: 0.5612, top5_acc: 0.8091, loss_cls: 1.7939, loss: 1.7939, grad_norm: 3.1168 2020-10-12 00:55:11,315 - mmaction - INFO - Epoch [6][1220/1253] lr: 3.000e-02, eta: 1 day, 5:24:10, time: 1.676, data_time: 0.007, memory: 10398, top1_acc: 0.5599, top5_acc: 0.8039, loss_cls: 1.7979, loss: 1.7979, grad_norm: 3.0920 2020-10-12 00:55:44,780 - mmaction - INFO - Epoch [6][1240/1253] lr: 3.000e-02, eta: 1 day, 5:22:56, time: 1.672, data_time: 0.002, memory: 10398, top1_acc: 0.5628, top5_acc: 0.8039, loss_cls: 1.8316, loss: 1.8316, grad_norm: 3.0333 2020-10-12 00:56:45,076 - mmaction - INFO - Epoch [7][20/1253] lr: 3.000e-02, eta: 1 day, 5:19:39, time: 2.254, data_time: 0.724, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8195, loss_cls: 1.7353, loss: 1.7353, grad_norm: 3.0729 2020-10-12 00:57:15,342 - mmaction - INFO - Epoch [7][40/1253] lr: 3.000e-02, eta: 1 day, 5:18:03, time: 1.519, data_time: 0.009, memory: 10398, top1_acc: 0.5977, top5_acc: 0.8297, loss_cls: 1.6629, loss: 1.6629, grad_norm: 3.0277 2020-10-12 00:57:47,395 - mmaction - INFO - Epoch [7][60/1253] lr: 3.000e-02, eta: 1 day, 5:16:39, time: 1.599, data_time: 0.007, memory: 10398, top1_acc: 0.5820, top5_acc: 0.8143, loss_cls: 1.6967, loss: 1.6967, grad_norm: 3.0234 2020-10-12 00:58:19,494 - mmaction - INFO - Epoch [7][80/1253] lr: 3.000e-02, eta: 1 day, 5:15:16, time: 1.609, data_time: 0.008, memory: 10398, top1_acc: 0.5727, top5_acc: 0.8148, loss_cls: 1.7136, loss: 1.7136, grad_norm: 3.1609 2020-10-12 00:58:50,762 - mmaction - INFO - Epoch [7][100/1253] lr: 3.000e-02, eta: 1 day, 5:13:47, time: 1.562, data_time: 0.008, memory: 10398, top1_acc: 0.5849, top5_acc: 0.8195, loss_cls: 1.7141, loss: 1.7141, grad_norm: 3.0784 2020-10-12 00:59:19,693 - mmaction - INFO - Epoch [7][120/1253] lr: 3.000e-02, eta: 1 day, 5:12:02, time: 1.448, data_time: 0.003, memory: 10398, top1_acc: 0.5799, top5_acc: 0.8201, loss_cls: 1.7329, loss: 1.7329, grad_norm: 3.1066 2020-10-12 00:59:51,314 - mmaction - INFO - Epoch [7][140/1253] lr: 3.000e-02, eta: 1 day, 5:10:37, time: 1.581, data_time: 0.007, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8203, loss_cls: 1.7214, loss: 1.7214, grad_norm: 3.0260 2020-10-12 01:00:22,506 - mmaction - INFO - Epoch [7][160/1253] lr: 3.000e-02, eta: 1 day, 5:09:07, time: 1.555, data_time: 0.004, memory: 10398, top1_acc: 0.5922, top5_acc: 0.8273, loss_cls: 1.6918, loss: 1.6918, grad_norm: 3.0475 2020-10-12 01:00:55,974 - mmaction - INFO - Epoch [7][180/1253] lr: 3.000e-02, eta: 1 day, 5:07:56, time: 1.674, data_time: 0.011, memory: 10398, top1_acc: 0.6000, top5_acc: 0.8221, loss_cls: 1.6751, loss: 1.6751, grad_norm: 3.0023 2020-10-12 01:01:24,563 - mmaction - INFO - Epoch [7][200/1253] lr: 3.000e-02, eta: 1 day, 5:06:10, time: 1.434, data_time: 0.008, memory: 10398, top1_acc: 0.5844, top5_acc: 0.8154, loss_cls: 1.6875, loss: 1.6875, grad_norm: 3.0009 2020-10-12 01:01:56,394 - mmaction - INFO - Epoch [7][220/1253] lr: 3.000e-02, eta: 1 day, 5:04:46, time: 1.586, data_time: 0.002, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8117, loss_cls: 1.7055, loss: 1.7055, grad_norm: 3.0585 2020-10-12 01:02:26,895 - mmaction - INFO - Epoch [7][240/1253] lr: 3.000e-02, eta: 1 day, 5:03:15, time: 1.531, data_time: 0.008, memory: 10398, top1_acc: 0.5802, top5_acc: 0.8159, loss_cls: 1.7352, loss: 1.7352, grad_norm: 3.1241 2020-10-12 01:02:57,842 - mmaction - INFO - Epoch [7][260/1253] lr: 3.000e-02, eta: 1 day, 5:01:46, time: 1.546, data_time: 0.007, memory: 10398, top1_acc: 0.5867, top5_acc: 0.8284, loss_cls: 1.6584, loss: 1.6584, grad_norm: 2.9962 2020-10-12 01:03:28,819 - mmaction - INFO - Epoch [7][280/1253] lr: 3.000e-02, eta: 1 day, 5:00:18, time: 1.550, data_time: 0.003, memory: 10398, top1_acc: 0.5701, top5_acc: 0.8133, loss_cls: 1.7297, loss: 1.7297, grad_norm: 3.0812 2020-10-12 01:03:58,751 - mmaction - INFO - Epoch [7][300/1253] lr: 3.000e-02, eta: 1 day, 4:58:42, time: 1.491, data_time: 0.002, memory: 10398, top1_acc: 0.5917, top5_acc: 0.8253, loss_cls: 1.6761, loss: 1.6761, grad_norm: 3.0447 2020-10-12 01:04:26,974 - mmaction - INFO - Epoch [7][320/1253] lr: 3.000e-02, eta: 1 day, 4:56:56, time: 1.416, data_time: 0.008, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8240, loss_cls: 1.6805, loss: 1.6805, grad_norm: 3.0779 2020-10-12 01:04:58,504 - mmaction - INFO - Epoch [7][340/1253] lr: 3.000e-02, eta: 1 day, 4:55:33, time: 1.576, data_time: 0.002, memory: 10398, top1_acc: 0.5810, top5_acc: 0.8206, loss_cls: 1.7265, loss: 1.7265, grad_norm: 3.0830 2020-10-12 01:05:28,181 - mmaction - INFO - Epoch [7][360/1253] lr: 3.000e-02, eta: 1 day, 4:53:57, time: 1.485, data_time: 0.006, memory: 10398, top1_acc: 0.5859, top5_acc: 0.8133, loss_cls: 1.7036, loss: 1.7036, grad_norm: 3.0585 2020-10-12 01:05:59,717 - mmaction - INFO - Epoch [7][380/1253] lr: 3.000e-02, eta: 1 day, 4:52:34, time: 1.573, data_time: 0.002, memory: 10398, top1_acc: 0.5818, top5_acc: 0.8188, loss_cls: 1.6873, loss: 1.6873, grad_norm: 3.0419 2020-10-12 01:06:28,582 - mmaction - INFO - Epoch [7][400/1253] lr: 3.000e-02, eta: 1 day, 4:50:53, time: 1.445, data_time: 0.007, memory: 10398, top1_acc: 0.5922, top5_acc: 0.8206, loss_cls: 1.6685, loss: 1.6685, grad_norm: 3.0853 2020-10-12 01:06:59,878 - mmaction - INFO - Epoch [7][420/1253] lr: 3.000e-02, eta: 1 day, 4:49:29, time: 1.562, data_time: 0.008, memory: 10398, top1_acc: 0.5695, top5_acc: 0.8094, loss_cls: 1.7763, loss: 1.7763, grad_norm: 3.1260 2020-10-12 01:07:30,584 - mmaction - INFO - Epoch [7][440/1253] lr: 3.000e-02, eta: 1 day, 4:48:01, time: 1.537, data_time: 0.007, memory: 10398, top1_acc: 0.5828, top5_acc: 0.8112, loss_cls: 1.6946, loss: 1.6946, grad_norm: 3.0417 2020-10-12 01:08:00,790 - mmaction - INFO - Epoch [7][460/1253] lr: 3.000e-02, eta: 1 day, 4:46:30, time: 1.509, data_time: 0.008, memory: 10398, top1_acc: 0.5828, top5_acc: 0.8148, loss_cls: 1.7339, loss: 1.7339, grad_norm: 3.1312 2020-10-12 01:08:33,481 - mmaction - INFO - Epoch [7][480/1253] lr: 3.000e-02, eta: 1 day, 4:45:18, time: 1.639, data_time: 0.009, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8227, loss_cls: 1.7090, loss: 1.7090, grad_norm: 3.0435 2020-10-12 01:09:04,283 - mmaction - INFO - Epoch [7][500/1253] lr: 3.000e-02, eta: 1 day, 4:43:51, time: 1.540, data_time: 0.003, memory: 10398, top1_acc: 0.5862, top5_acc: 0.8190, loss_cls: 1.6822, loss: 1.6822, grad_norm: 3.1234 2020-10-12 01:09:35,807 - mmaction - INFO - Epoch [7][520/1253] lr: 3.000e-02, eta: 1 day, 4:42:30, time: 1.574, data_time: 0.002, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8109, loss_cls: 1.7634, loss: 1.7634, grad_norm: 3.0963 2020-10-12 01:10:05,774 - mmaction - INFO - Epoch [7][540/1253] lr: 3.000e-02, eta: 1 day, 4:40:59, time: 1.500, data_time: 0.007, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8201, loss_cls: 1.7163, loss: 1.7163, grad_norm: 3.1039 2020-10-12 01:10:38,799 - mmaction - INFO - Epoch [7][560/1253] lr: 3.000e-02, eta: 1 day, 4:39:49, time: 1.651, data_time: 0.002, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8211, loss_cls: 1.7072, loss: 1.7072, grad_norm: 3.1011 2020-10-12 01:11:09,837 - mmaction - INFO - Epoch [7][580/1253] lr: 3.000e-02, eta: 1 day, 4:38:26, time: 1.552, data_time: 0.003, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8094, loss_cls: 1.7401, loss: 1.7401, grad_norm: 3.1217 2020-10-12 01:11:39,919 - mmaction - INFO - Epoch [7][600/1253] lr: 3.000e-02, eta: 1 day, 4:36:55, time: 1.501, data_time: 0.004, memory: 10398, top1_acc: 0.5781, top5_acc: 0.8167, loss_cls: 1.7443, loss: 1.7443, grad_norm: 3.0613 2020-10-12 01:12:10,851 - mmaction - INFO - Epoch [7][620/1253] lr: 3.000e-02, eta: 1 day, 4:35:32, time: 1.549, data_time: 0.007, memory: 10398, top1_acc: 0.5951, top5_acc: 0.8198, loss_cls: 1.6924, loss: 1.6924, grad_norm: 3.0777 2020-10-12 01:12:42,234 - mmaction - INFO - Epoch [7][640/1253] lr: 3.000e-02, eta: 1 day, 4:34:12, time: 1.568, data_time: 0.005, memory: 10398, top1_acc: 0.5766, top5_acc: 0.8195, loss_cls: 1.7126, loss: 1.7126, grad_norm: 3.1144 2020-10-12 01:13:13,527 - mmaction - INFO - Epoch [7][660/1253] lr: 3.000e-02, eta: 1 day, 4:32:51, time: 1.566, data_time: 0.005, memory: 10398, top1_acc: 0.6029, top5_acc: 0.8313, loss_cls: 1.6413, loss: 1.6413, grad_norm: 3.0252 2020-10-12 01:13:41,004 - mmaction - INFO - Epoch [7][680/1253] lr: 3.000e-02, eta: 1 day, 4:31:05, time: 1.374, data_time: 0.002, memory: 10398, top1_acc: 0.5729, top5_acc: 0.8224, loss_cls: 1.7349, loss: 1.7349, grad_norm: 3.0955 2020-10-12 01:14:11,406 - mmaction - INFO - Epoch [7][700/1253] lr: 3.000e-02, eta: 1 day, 4:29:39, time: 1.519, data_time: 0.002, memory: 10398, top1_acc: 0.5820, top5_acc: 0.8229, loss_cls: 1.6983, loss: 1.6983, grad_norm: 3.0554 2020-10-12 01:14:43,366 - mmaction - INFO - Epoch [7][720/1253] lr: 3.000e-02, eta: 1 day, 4:28:23, time: 1.596, data_time: 0.008, memory: 10398, top1_acc: 0.5880, top5_acc: 0.8172, loss_cls: 1.7238, loss: 1.7238, grad_norm: 3.1102 2020-10-12 01:15:13,814 - mmaction - INFO - Epoch [7][740/1253] lr: 3.000e-02, eta: 1 day, 4:26:58, time: 1.525, data_time: 0.007, memory: 10398, top1_acc: 0.5815, top5_acc: 0.8253, loss_cls: 1.7140, loss: 1.7140, grad_norm: 3.1275 2020-10-12 01:15:45,879 - mmaction - INFO - Epoch [7][760/1253] lr: 3.000e-02, eta: 1 day, 4:25:44, time: 1.604, data_time: 0.003, memory: 10398, top1_acc: 0.5930, top5_acc: 0.8198, loss_cls: 1.7106, loss: 1.7106, grad_norm: 3.0342 2020-10-12 01:16:16,773 - mmaction - INFO - Epoch [7][780/1253] lr: 3.000e-02, eta: 1 day, 4:24:22, time: 1.542, data_time: 0.005, memory: 10398, top1_acc: 0.5893, top5_acc: 0.8292, loss_cls: 1.6620, loss: 1.6620, grad_norm: 3.1275 2020-10-12 01:16:46,947 - mmaction - INFO - Epoch [7][800/1253] lr: 3.000e-02, eta: 1 day, 4:22:56, time: 1.512, data_time: 0.007, memory: 10398, top1_acc: 0.5719, top5_acc: 0.8146, loss_cls: 1.7299, loss: 1.7299, grad_norm: 3.1115 2020-10-12 01:17:19,440 - mmaction - INFO - Epoch [7][820/1253] lr: 3.000e-02, eta: 1 day, 4:21:45, time: 1.625, data_time: 0.007, memory: 10398, top1_acc: 0.5711, top5_acc: 0.8187, loss_cls: 1.7605, loss: 1.7605, grad_norm: 3.1028 2020-10-12 01:17:49,797 - mmaction - INFO - Epoch [7][840/1253] lr: 3.000e-02, eta: 1 day, 4:20:20, time: 1.518, data_time: 0.003, memory: 10398, top1_acc: 0.5688, top5_acc: 0.8094, loss_cls: 1.7682, loss: 1.7682, grad_norm: 3.0146 2020-10-12 01:18:22,040 - mmaction - INFO - Epoch [7][860/1253] lr: 3.000e-02, eta: 1 day, 4:19:08, time: 1.612, data_time: 0.002, memory: 10398, top1_acc: 0.5849, top5_acc: 0.8216, loss_cls: 1.6908, loss: 1.6908, grad_norm: 3.0838 2020-10-12 01:18:53,540 - mmaction - INFO - Epoch [7][880/1253] lr: 3.000e-02, eta: 1 day, 4:17:51, time: 1.571, data_time: 0.002, memory: 10398, top1_acc: 0.5755, top5_acc: 0.8089, loss_cls: 1.7506, loss: 1.7506, grad_norm: 3.0573 2020-10-12 01:19:24,792 - mmaction - INFO - Epoch [7][900/1253] lr: 3.000e-02, eta: 1 day, 4:16:33, time: 1.567, data_time: 0.006, memory: 10398, top1_acc: 0.5714, top5_acc: 0.8141, loss_cls: 1.7502, loss: 1.7502, grad_norm: 3.0818 2020-10-12 01:19:56,332 - mmaction - INFO - Epoch [7][920/1253] lr: 3.000e-02, eta: 1 day, 4:15:17, time: 1.577, data_time: 0.007, memory: 10398, top1_acc: 0.5922, top5_acc: 0.8315, loss_cls: 1.6626, loss: 1.6626, grad_norm: 3.0598 2020-10-12 01:20:27,265 - mmaction - INFO - Epoch [7][940/1253] lr: 3.000e-02, eta: 1 day, 4:13:57, time: 1.547, data_time: 0.002, memory: 10398, top1_acc: 0.5750, top5_acc: 0.8177, loss_cls: 1.7581, loss: 1.7581, grad_norm: 3.0642 2020-10-12 01:20:58,405 - mmaction - INFO - Epoch [7][960/1253] lr: 3.000e-02, eta: 1 day, 4:12:38, time: 1.550, data_time: 0.007, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8172, loss_cls: 1.7186, loss: 1.7186, grad_norm: 3.0000 2020-10-12 01:21:29,106 - mmaction - INFO - Epoch [7][980/1253] lr: 3.000e-02, eta: 1 day, 4:11:18, time: 1.541, data_time: 0.010, memory: 10398, top1_acc: 0.5794, top5_acc: 0.8076, loss_cls: 1.7466, loss: 1.7466, grad_norm: 3.0035 2020-10-12 01:22:00,071 - mmaction - INFO - Epoch [7][1000/1253] lr: 3.000e-02, eta: 1 day, 4:09:58, time: 1.543, data_time: 0.003, memory: 10398, top1_acc: 0.5815, top5_acc: 0.8161, loss_cls: 1.7118, loss: 1.7118, grad_norm: 3.0475 2020-10-12 01:22:29,997 - mmaction - INFO - Epoch [7][1020/1253] lr: 3.000e-02, eta: 1 day, 4:08:34, time: 1.502, data_time: 0.009, memory: 10398, top1_acc: 0.5878, top5_acc: 0.8271, loss_cls: 1.6751, loss: 1.6751, grad_norm: 3.0071 2020-10-12 01:23:03,294 - mmaction - INFO - Epoch [7][1040/1253] lr: 3.000e-02, eta: 1 day, 4:07:30, time: 1.663, data_time: 0.002, memory: 10398, top1_acc: 0.5779, top5_acc: 0.8161, loss_cls: 1.7250, loss: 1.7250, grad_norm: 3.0491 2020-10-12 01:23:32,667 - mmaction - INFO - Epoch [7][1060/1253] lr: 3.000e-02, eta: 1 day, 4:06:02, time: 1.468, data_time: 0.007, memory: 10398, top1_acc: 0.5823, top5_acc: 0.8190, loss_cls: 1.6908, loss: 1.6908, grad_norm: 3.0547 2020-10-12 01:24:03,193 - mmaction - INFO - Epoch [7][1080/1253] lr: 3.000e-02, eta: 1 day, 4:04:41, time: 1.525, data_time: 0.006, memory: 10398, top1_acc: 0.5846, top5_acc: 0.8201, loss_cls: 1.7024, loss: 1.7024, grad_norm: 2.9981 2020-10-12 01:24:35,354 - mmaction - INFO - Epoch [7][1100/1253] lr: 3.000e-02, eta: 1 day, 4:03:31, time: 1.611, data_time: 0.008, memory: 10398, top1_acc: 0.5865, top5_acc: 0.8310, loss_cls: 1.6491, loss: 1.6491, grad_norm: 3.0413 2020-10-12 01:25:05,765 - mmaction - INFO - Epoch [7][1120/1253] lr: 3.000e-02, eta: 1 day, 4:02:10, time: 1.521, data_time: 0.003, memory: 10398, top1_acc: 0.5846, top5_acc: 0.8193, loss_cls: 1.7263, loss: 1.7263, grad_norm: 3.0688 2020-10-12 01:25:37,914 - mmaction - INFO - Epoch [7][1140/1253] lr: 3.000e-02, eta: 1 day, 4:01:00, time: 1.608, data_time: 0.003, memory: 10398, top1_acc: 0.5859, top5_acc: 0.8174, loss_cls: 1.7039, loss: 1.7039, grad_norm: 3.0143 2020-10-12 01:26:08,355 - mmaction - INFO - Epoch [7][1160/1253] lr: 3.000e-02, eta: 1 day, 3:59:39, time: 1.519, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8198, loss_cls: 1.6855, loss: 1.6855, grad_norm: 3.0669 2020-10-12 01:26:39,175 - mmaction - INFO - Epoch [7][1180/1253] lr: 3.000e-02, eta: 1 day, 3:58:22, time: 1.544, data_time: 0.008, memory: 10398, top1_acc: 0.5828, top5_acc: 0.8068, loss_cls: 1.7404, loss: 1.7404, grad_norm: 3.0787 2020-10-12 01:27:10,966 - mmaction - INFO - Epoch [7][1200/1253] lr: 3.000e-02, eta: 1 day, 3:57:10, time: 1.586, data_time: 0.005, memory: 10398, top1_acc: 0.5703, top5_acc: 0.8122, loss_cls: 1.7596, loss: 1.7596, grad_norm: 3.0963 2020-10-12 01:27:42,879 - mmaction - INFO - Epoch [7][1220/1253] lr: 3.000e-02, eta: 1 day, 3:55:59, time: 1.598, data_time: 0.006, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8250, loss_cls: 1.6634, loss: 1.6634, grad_norm: 3.0551 2020-10-12 01:28:15,030 - mmaction - INFO - Epoch [7][1240/1253] lr: 3.000e-02, eta: 1 day, 3:54:50, time: 1.605, data_time: 0.005, memory: 10398, top1_acc: 0.5799, top5_acc: 0.8094, loss_cls: 1.7190, loss: 1.7190, grad_norm: 3.0394 2020-10-12 01:29:15,620 - mmaction - INFO - Epoch [8][20/1253] lr: 3.000e-02, eta: 1 day, 3:52:18, time: 2.336, data_time: 0.812, memory: 10398, top1_acc: 0.5893, top5_acc: 0.8336, loss_cls: 1.6452, loss: 1.6452, grad_norm: 3.0011 2020-10-12 01:29:46,187 - mmaction - INFO - Epoch [8][40/1253] lr: 3.000e-02, eta: 1 day, 3:51:00, time: 1.528, data_time: 0.002, memory: 10398, top1_acc: 0.5930, top5_acc: 0.8326, loss_cls: 1.6468, loss: 1.6468, grad_norm: 3.0853 2020-10-12 01:30:14,960 - mmaction - INFO - Epoch [8][60/1253] lr: 3.000e-02, eta: 1 day, 3:49:31, time: 1.436, data_time: 0.005, memory: 10398, top1_acc: 0.6055, top5_acc: 0.8388, loss_cls: 1.6062, loss: 1.6062, grad_norm: 3.0411 2020-10-12 01:30:46,279 - mmaction - INFO - Epoch [8][80/1253] lr: 3.000e-02, eta: 1 day, 3:48:18, time: 1.567, data_time: 0.008, memory: 10398, top1_acc: 0.5971, top5_acc: 0.8271, loss_cls: 1.6430, loss: 1.6430, grad_norm: 3.0512 2020-10-12 01:31:15,827 - mmaction - INFO - Epoch [8][100/1253] lr: 3.000e-02, eta: 1 day, 3:46:54, time: 1.477, data_time: 0.008, memory: 10398, top1_acc: 0.6086, top5_acc: 0.8354, loss_cls: 1.5998, loss: 1.5998, grad_norm: 3.0377 2020-10-12 01:31:44,418 - mmaction - INFO - Epoch [8][120/1253] lr: 3.000e-02, eta: 1 day, 3:45:25, time: 1.432, data_time: 0.006, memory: 10398, top1_acc: 0.5888, top5_acc: 0.8253, loss_cls: 1.6890, loss: 1.6890, grad_norm: 3.0498 2020-10-12 01:32:12,982 - mmaction - INFO - Epoch [8][140/1253] lr: 3.000e-02, eta: 1 day, 3:43:55, time: 1.424, data_time: 0.006, memory: 10398, top1_acc: 0.5984, top5_acc: 0.8372, loss_cls: 1.6069, loss: 1.6069, grad_norm: 3.1238 2020-10-12 01:32:42,065 - mmaction - INFO - Epoch [8][160/1253] lr: 3.000e-02, eta: 1 day, 3:42:30, time: 1.459, data_time: 0.008, memory: 10398, top1_acc: 0.5987, top5_acc: 0.8263, loss_cls: 1.6461, loss: 1.6461, grad_norm: 3.0588 2020-10-12 01:33:11,371 - mmaction - INFO - Epoch [8][180/1253] lr: 3.000e-02, eta: 1 day, 3:41:06, time: 1.463, data_time: 0.007, memory: 10398, top1_acc: 0.5974, top5_acc: 0.8372, loss_cls: 1.6214, loss: 1.6214, grad_norm: 3.0939 2020-10-12 01:33:40,153 - mmaction - INFO - Epoch [8][200/1253] lr: 3.000e-02, eta: 1 day, 3:39:39, time: 1.441, data_time: 0.007, memory: 10398, top1_acc: 0.5813, top5_acc: 0.8201, loss_cls: 1.6904, loss: 1.6904, grad_norm: 3.1497 2020-10-12 01:34:09,928 - mmaction - INFO - Epoch [8][220/1253] lr: 3.000e-02, eta: 1 day, 3:38:18, time: 1.489, data_time: 0.003, memory: 10398, top1_acc: 0.5982, top5_acc: 0.8393, loss_cls: 1.5964, loss: 1.5964, grad_norm: 3.0894 2020-10-12 01:34:38,875 - mmaction - INFO - Epoch [8][240/1253] lr: 3.000e-02, eta: 1 day, 3:36:52, time: 1.442, data_time: 0.004, memory: 10398, top1_acc: 0.5997, top5_acc: 0.8339, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.0978 2020-10-12 01:35:06,722 - mmaction - INFO - Epoch [8][260/1253] lr: 3.000e-02, eta: 1 day, 3:35:21, time: 1.397, data_time: 0.009, memory: 10398, top1_acc: 0.5943, top5_acc: 0.8188, loss_cls: 1.6730, loss: 1.6730, grad_norm: 3.1026 2020-10-12 01:35:36,664 - mmaction - INFO - Epoch [8][280/1253] lr: 3.000e-02, eta: 1 day, 3:34:01, time: 1.494, data_time: 0.002, memory: 10398, top1_acc: 0.6023, top5_acc: 0.8313, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.0390 2020-10-12 01:36:06,478 - mmaction - INFO - Epoch [8][300/1253] lr: 3.000e-02, eta: 1 day, 3:32:42, time: 1.492, data_time: 0.007, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8281, loss_cls: 1.6485, loss: 1.6485, grad_norm: 3.1457 2020-10-12 01:36:34,763 - mmaction - INFO - Epoch [8][320/1253] lr: 3.000e-02, eta: 1 day, 3:31:13, time: 1.413, data_time: 0.007, memory: 10398, top1_acc: 0.5924, top5_acc: 0.8315, loss_cls: 1.6398, loss: 1.6398, grad_norm: 3.0811 2020-10-12 01:37:05,056 - mmaction - INFO - Epoch [8][340/1253] lr: 3.000e-02, eta: 1 day, 3:29:57, time: 1.515, data_time: 0.007, memory: 10398, top1_acc: 0.6039, top5_acc: 0.8372, loss_cls: 1.6199, loss: 1.6199, grad_norm: 3.1404 2020-10-12 01:37:33,857 - mmaction - INFO - Epoch [8][360/1253] lr: 3.000e-02, eta: 1 day, 3:28:32, time: 1.442, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8313, loss_cls: 1.6415, loss: 1.6415, grad_norm: 3.0284 2020-10-12 01:38:05,266 - mmaction - INFO - Epoch [8][380/1253] lr: 3.000e-02, eta: 1 day, 3:27:22, time: 1.568, data_time: 0.007, memory: 10398, top1_acc: 0.5805, top5_acc: 0.8188, loss_cls: 1.6918, loss: 1.6918, grad_norm: 3.1254 2020-10-12 01:38:33,918 - mmaction - INFO - Epoch [8][400/1253] lr: 3.000e-02, eta: 1 day, 3:25:57, time: 1.431, data_time: 0.007, memory: 10398, top1_acc: 0.5880, top5_acc: 0.8229, loss_cls: 1.6883, loss: 1.6883, grad_norm: 3.1125 2020-10-12 01:39:03,312 - mmaction - INFO - Epoch [8][420/1253] lr: 3.000e-02, eta: 1 day, 3:24:36, time: 1.472, data_time: 0.008, memory: 10398, top1_acc: 0.5971, top5_acc: 0.8258, loss_cls: 1.6647, loss: 1.6647, grad_norm: 3.1119 2020-10-12 01:39:32,326 - mmaction - INFO - Epoch [8][440/1253] lr: 3.000e-02, eta: 1 day, 3:23:13, time: 1.451, data_time: 0.007, memory: 10398, top1_acc: 0.5875, top5_acc: 0.8216, loss_cls: 1.6984, loss: 1.6984, grad_norm: 3.0900 2020-10-12 01:40:01,869 - mmaction - INFO - Epoch [8][460/1253] lr: 3.000e-02, eta: 1 day, 3:21:54, time: 1.480, data_time: 0.007, memory: 10398, top1_acc: 0.5888, top5_acc: 0.8289, loss_cls: 1.6647, loss: 1.6647, grad_norm: 3.0498 2020-10-12 01:40:31,894 - mmaction - INFO - Epoch [8][480/1253] lr: 3.000e-02, eta: 1 day, 3:20:38, time: 1.502, data_time: 0.002, memory: 10398, top1_acc: 0.5958, top5_acc: 0.8315, loss_cls: 1.6427, loss: 1.6427, grad_norm: 3.1252 2020-10-12 01:41:00,275 - mmaction - INFO - Epoch [8][500/1253] lr: 3.000e-02, eta: 1 day, 3:19:12, time: 1.417, data_time: 0.005, memory: 10398, top1_acc: 0.5771, top5_acc: 0.8120, loss_cls: 1.7566, loss: 1.7566, grad_norm: 3.0435 2020-10-12 01:41:29,321 - mmaction - INFO - Epoch [8][520/1253] lr: 3.000e-02, eta: 1 day, 3:17:50, time: 1.452, data_time: 0.007, memory: 10398, top1_acc: 0.5945, top5_acc: 0.8297, loss_cls: 1.6470, loss: 1.6470, grad_norm: 3.0479 2020-10-12 01:41:58,140 - mmaction - INFO - Epoch [8][540/1253] lr: 3.000e-02, eta: 1 day, 3:16:27, time: 1.441, data_time: 0.006, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8232, loss_cls: 1.6627, loss: 1.6627, grad_norm: 3.1389 2020-10-12 01:42:26,638 - mmaction - INFO - Epoch [8][560/1253] lr: 3.000e-02, eta: 1 day, 3:15:03, time: 1.427, data_time: 0.005, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8328, loss_cls: 1.6080, loss: 1.6080, grad_norm: 2.9675 2020-10-12 01:42:54,995 - mmaction - INFO - Epoch [8][580/1253] lr: 3.000e-02, eta: 1 day, 3:13:38, time: 1.418, data_time: 0.008, memory: 10398, top1_acc: 0.5857, top5_acc: 0.8289, loss_cls: 1.6498, loss: 1.6498, grad_norm: 3.0373 2020-10-12 01:43:24,459 - mmaction - INFO - Epoch [8][600/1253] lr: 3.000e-02, eta: 1 day, 3:12:20, time: 1.473, data_time: 0.002, memory: 10398, top1_acc: 0.5833, top5_acc: 0.8201, loss_cls: 1.6874, loss: 1.6874, grad_norm: 3.0682 2020-10-12 01:43:52,218 - mmaction - INFO - Epoch [8][620/1253] lr: 3.000e-02, eta: 1 day, 3:10:52, time: 1.385, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8289, loss_cls: 1.6626, loss: 1.6626, grad_norm: 2.9793 2020-10-12 01:44:22,279 - mmaction - INFO - Epoch [8][640/1253] lr: 3.000e-02, eta: 1 day, 3:09:38, time: 1.506, data_time: 0.008, memory: 10398, top1_acc: 0.5914, top5_acc: 0.8318, loss_cls: 1.6270, loss: 1.6270, grad_norm: 2.9956 2020-10-12 01:44:55,560 - mmaction - INFO - Epoch [8][660/1253] lr: 3.000e-02, eta: 1 day, 3:08:41, time: 1.662, data_time: 0.002, memory: 10398, top1_acc: 0.5898, top5_acc: 0.8305, loss_cls: 1.6637, loss: 1.6637, grad_norm: 2.9455 2020-10-12 01:45:19,978 - mmaction - INFO - Epoch [8][680/1253] lr: 3.000e-02, eta: 1 day, 3:06:55, time: 1.223, data_time: 0.004, memory: 10398, top1_acc: 0.5909, top5_acc: 0.8268, loss_cls: 1.7002, loss: 1.7002, grad_norm: 3.1151 2020-10-12 01:45:51,173 - mmaction - INFO - Epoch [8][700/1253] lr: 3.000e-02, eta: 1 day, 3:05:48, time: 1.560, data_time: 0.002, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8279, loss_cls: 1.6322, loss: 1.6322, grad_norm: 3.0523 2020-10-12 01:46:20,927 - mmaction - INFO - Epoch [8][720/1253] lr: 3.000e-02, eta: 1 day, 3:04:32, time: 1.487, data_time: 0.002, memory: 10398, top1_acc: 0.6008, top5_acc: 0.8297, loss_cls: 1.6248, loss: 1.6248, grad_norm: 3.0429 2020-10-12 01:46:49,332 - mmaction - INFO - Epoch [8][740/1253] lr: 3.000e-02, eta: 1 day, 3:03:09, time: 1.420, data_time: 0.003, memory: 10398, top1_acc: 0.5935, top5_acc: 0.8266, loss_cls: 1.6763, loss: 1.6763, grad_norm: 3.0164 2020-10-12 01:47:18,689 - mmaction - INFO - Epoch [8][760/1253] lr: 3.000e-02, eta: 1 day, 3:01:52, time: 1.468, data_time: 0.002, memory: 10398, top1_acc: 0.5969, top5_acc: 0.8331, loss_cls: 1.6521, loss: 1.6521, grad_norm: 3.0488 2020-10-12 01:47:49,362 - mmaction - INFO - Epoch [8][780/1253] lr: 3.000e-02, eta: 1 day, 3:00:42, time: 1.533, data_time: 0.003, memory: 10398, top1_acc: 0.6107, top5_acc: 0.8417, loss_cls: 1.5721, loss: 1.5721, grad_norm: 3.0291 2020-10-12 01:48:18,978 - mmaction - INFO - Epoch [8][800/1253] lr: 3.000e-02, eta: 1 day, 2:59:27, time: 1.480, data_time: 0.002, memory: 10398, top1_acc: 0.5857, top5_acc: 0.8294, loss_cls: 1.6606, loss: 1.6606, grad_norm: 3.0745 2020-10-12 01:48:47,680 - mmaction - INFO - Epoch [8][820/1253] lr: 3.000e-02, eta: 1 day, 2:58:06, time: 1.436, data_time: 0.003, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8266, loss_cls: 1.6186, loss: 1.6186, grad_norm: 2.9956 2020-10-12 01:49:15,616 - mmaction - INFO - Epoch [8][840/1253] lr: 3.000e-02, eta: 1 day, 2:56:42, time: 1.397, data_time: 0.006, memory: 10398, top1_acc: 0.5891, top5_acc: 0.8224, loss_cls: 1.6752, loss: 1.6752, grad_norm: 3.0188 2020-10-12 01:49:44,944 - mmaction - INFO - Epoch [8][860/1253] lr: 3.000e-02, eta: 1 day, 2:55:25, time: 1.464, data_time: 0.007, memory: 10398, top1_acc: 0.5909, top5_acc: 0.8208, loss_cls: 1.7128, loss: 1.7128, grad_norm: 3.1041 2020-10-12 01:50:14,012 - mmaction - INFO - Epoch [8][880/1253] lr: 3.000e-02, eta: 1 day, 2:54:08, time: 1.453, data_time: 0.011, memory: 10398, top1_acc: 0.5909, top5_acc: 0.8253, loss_cls: 1.6679, loss: 1.6679, grad_norm: 3.1114 2020-10-12 01:50:45,656 - mmaction - INFO - Epoch [8][900/1253] lr: 3.000e-02, eta: 1 day, 2:53:04, time: 1.583, data_time: 0.007, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8229, loss_cls: 1.6683, loss: 1.6683, grad_norm: 3.1025 2020-10-12 01:51:13,882 - mmaction - INFO - Epoch [8][920/1253] lr: 3.000e-02, eta: 1 day, 2:51:42, time: 1.410, data_time: 0.007, memory: 10398, top1_acc: 0.5927, top5_acc: 0.8284, loss_cls: 1.6615, loss: 1.6615, grad_norm: 3.0438 2020-10-12 01:51:41,997 - mmaction - INFO - Epoch [8][940/1253] lr: 3.000e-02, eta: 1 day, 2:50:20, time: 1.409, data_time: 0.007, memory: 10398, top1_acc: 0.5995, top5_acc: 0.8292, loss_cls: 1.6601, loss: 1.6601, grad_norm: 2.9835 2020-10-12 01:52:11,094 - mmaction - INFO - Epoch [8][960/1253] lr: 3.000e-02, eta: 1 day, 2:49:03, time: 1.453, data_time: 0.007, memory: 10398, top1_acc: 0.5826, top5_acc: 0.8227, loss_cls: 1.7135, loss: 1.7135, grad_norm: 3.0986 2020-10-12 01:52:41,181 - mmaction - INFO - Epoch [8][980/1253] lr: 3.000e-02, eta: 1 day, 2:47:52, time: 1.504, data_time: 0.006, memory: 10398, top1_acc: 0.6042, top5_acc: 0.8307, loss_cls: 1.6274, loss: 1.6274, grad_norm: 3.0061 2020-10-12 01:53:09,122 - mmaction - INFO - Epoch [8][1000/1253] lr: 3.000e-02, eta: 1 day, 2:46:29, time: 1.399, data_time: 0.004, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8323, loss_cls: 1.6624, loss: 1.6624, grad_norm: 3.0991 2020-10-12 01:53:37,625 - mmaction - INFO - Epoch [8][1020/1253] lr: 3.000e-02, eta: 1 day, 2:45:10, time: 1.424, data_time: 0.002, memory: 10398, top1_acc: 0.5904, top5_acc: 0.8177, loss_cls: 1.6721, loss: 1.6721, grad_norm: 3.0405 2020-10-12 01:54:05,968 - mmaction - INFO - Epoch [8][1040/1253] lr: 3.000e-02, eta: 1 day, 2:43:50, time: 1.416, data_time: 0.004, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8237, loss_cls: 1.6755, loss: 1.6755, grad_norm: 3.0707 2020-10-12 01:54:36,449 - mmaction - INFO - Epoch [8][1060/1253] lr: 3.000e-02, eta: 1 day, 2:42:42, time: 1.526, data_time: 0.007, memory: 10398, top1_acc: 0.5883, top5_acc: 0.8258, loss_cls: 1.6511, loss: 1.6511, grad_norm: 2.9504 2020-10-12 01:55:05,180 - mmaction - INFO - Epoch [8][1080/1253] lr: 3.000e-02, eta: 1 day, 2:41:24, time: 1.437, data_time: 0.005, memory: 10398, top1_acc: 0.5888, top5_acc: 0.8193, loss_cls: 1.6677, loss: 1.6677, grad_norm: 3.0366 2020-10-12 01:55:33,137 - mmaction - INFO - Epoch [8][1100/1253] lr: 3.000e-02, eta: 1 day, 2:40:02, time: 1.393, data_time: 0.002, memory: 10398, top1_acc: 0.5945, top5_acc: 0.8237, loss_cls: 1.6455, loss: 1.6455, grad_norm: 3.0890 2020-10-12 01:56:01,040 - mmaction - INFO - Epoch [8][1120/1253] lr: 3.000e-02, eta: 1 day, 2:38:41, time: 1.397, data_time: 0.008, memory: 10398, top1_acc: 0.6039, top5_acc: 0.8383, loss_cls: 1.6138, loss: 1.6138, grad_norm: 2.9924 2020-10-12 01:56:30,454 - mmaction - INFO - Epoch [8][1140/1253] lr: 3.000e-02, eta: 1 day, 2:37:28, time: 1.473, data_time: 0.006, memory: 10398, top1_acc: 0.5836, top5_acc: 0.8216, loss_cls: 1.6783, loss: 1.6783, grad_norm: 3.0400 2020-10-12 01:57:01,705 - mmaction - INFO - Epoch [8][1160/1253] lr: 3.000e-02, eta: 1 day, 2:36:24, time: 1.560, data_time: 0.002, memory: 10398, top1_acc: 0.5987, top5_acc: 0.8398, loss_cls: 1.6034, loss: 1.6034, grad_norm: 3.0172 2020-10-12 01:57:30,078 - mmaction - INFO - Epoch [8][1180/1253] lr: 3.000e-02, eta: 1 day, 2:35:06, time: 1.421, data_time: 0.004, memory: 10398, top1_acc: 0.5857, top5_acc: 0.8255, loss_cls: 1.6730, loss: 1.6730, grad_norm: 3.0861 2020-10-12 01:58:01,308 - mmaction - INFO - Epoch [8][1200/1253] lr: 3.000e-02, eta: 1 day, 2:34:02, time: 1.559, data_time: 0.002, memory: 10398, top1_acc: 0.6018, top5_acc: 0.8302, loss_cls: 1.6348, loss: 1.6348, grad_norm: 2.9846 2020-10-12 01:58:31,831 - mmaction - INFO - Epoch [8][1220/1253] lr: 3.000e-02, eta: 1 day, 2:32:55, time: 1.526, data_time: 0.006, memory: 10398, top1_acc: 0.5984, top5_acc: 0.8224, loss_cls: 1.6645, loss: 1.6645, grad_norm: 2.9971 2020-10-12 01:58:59,143 - mmaction - INFO - Epoch [8][1240/1253] lr: 3.000e-02, eta: 1 day, 2:31:32, time: 1.369, data_time: 0.007, memory: 10398, top1_acc: 0.6089, top5_acc: 0.8354, loss_cls: 1.6203, loss: 1.6203, grad_norm: 2.9443 2020-10-12 01:59:55,915 - mmaction - INFO - Epoch [9][20/1253] lr: 3.000e-02, eta: 1 day, 2:28:57, time: 2.081, data_time: 0.675, memory: 10398, top1_acc: 0.6117, top5_acc: 0.8391, loss_cls: 1.5764, loss: 1.5764, grad_norm: 3.0411 2020-10-12 02:00:25,502 - mmaction - INFO - Epoch [9][40/1253] lr: 3.000e-02, eta: 1 day, 2:27:45, time: 1.473, data_time: 0.003, memory: 10398, top1_acc: 0.6128, top5_acc: 0.8411, loss_cls: 1.5877, loss: 1.5877, grad_norm: 3.0370 2020-10-12 02:00:52,508 - mmaction - INFO - Epoch [9][60/1253] lr: 3.000e-02, eta: 1 day, 2:26:21, time: 1.354, data_time: 0.014, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8404, loss_cls: 1.6162, loss: 1.6162, grad_norm: 3.0826 2020-10-12 02:01:19,763 - mmaction - INFO - Epoch [9][80/1253] lr: 3.000e-02, eta: 1 day, 2:24:59, time: 1.365, data_time: 0.005, memory: 10398, top1_acc: 0.6078, top5_acc: 0.8456, loss_cls: 1.5567, loss: 1.5567, grad_norm: 3.0172 2020-10-12 02:01:49,226 - mmaction - INFO - Epoch [9][100/1253] lr: 3.000e-02, eta: 1 day, 2:23:47, time: 1.472, data_time: 0.002, memory: 10398, top1_acc: 0.6227, top5_acc: 0.8440, loss_cls: 1.5337, loss: 1.5337, grad_norm: 3.0175 2020-10-12 02:02:18,217 - mmaction - INFO - Epoch [9][120/1253] lr: 3.000e-02, eta: 1 day, 2:22:34, time: 1.451, data_time: 0.003, memory: 10398, top1_acc: 0.6008, top5_acc: 0.8370, loss_cls: 1.5929, loss: 1.5929, grad_norm: 3.0471 2020-10-12 02:02:45,061 - mmaction - INFO - Epoch [9][140/1253] lr: 3.000e-02, eta: 1 day, 2:21:09, time: 1.340, data_time: 0.006, memory: 10398, top1_acc: 0.6161, top5_acc: 0.8352, loss_cls: 1.5844, loss: 1.5844, grad_norm: 2.9884 2020-10-12 02:03:11,355 - mmaction - INFO - Epoch [9][160/1253] lr: 3.000e-02, eta: 1 day, 2:19:43, time: 1.315, data_time: 0.007, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8310, loss_cls: 1.5990, loss: 1.5990, grad_norm: 2.9943 2020-10-12 02:03:38,678 - mmaction - INFO - Epoch [9][180/1253] lr: 3.000e-02, eta: 1 day, 2:18:21, time: 1.368, data_time: 0.007, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8406, loss_cls: 1.5813, loss: 1.5813, grad_norm: 3.0433 2020-10-12 02:04:05,009 - mmaction - INFO - Epoch [9][200/1253] lr: 3.000e-02, eta: 1 day, 2:16:55, time: 1.312, data_time: 0.007, memory: 10398, top1_acc: 0.6047, top5_acc: 0.8398, loss_cls: 1.5917, loss: 1.5917, grad_norm: 3.0571 2020-10-12 02:04:32,538 - mmaction - INFO - Epoch [9][220/1253] lr: 3.000e-02, eta: 1 day, 2:15:35, time: 1.375, data_time: 0.008, memory: 10398, top1_acc: 0.6008, top5_acc: 0.8398, loss_cls: 1.6120, loss: 1.6120, grad_norm: 3.1384 2020-10-12 02:05:00,760 - mmaction - INFO - Epoch [9][240/1253] lr: 3.000e-02, eta: 1 day, 2:14:18, time: 1.411, data_time: 0.008, memory: 10398, top1_acc: 0.6076, top5_acc: 0.8310, loss_cls: 1.6332, loss: 1.6332, grad_norm: 3.0796 2020-10-12 02:05:28,242 - mmaction - INFO - Epoch [9][260/1253] lr: 3.000e-02, eta: 1 day, 2:12:59, time: 1.380, data_time: 0.009, memory: 10398, top1_acc: 0.6102, top5_acc: 0.8326, loss_cls: 1.6010, loss: 1.6010, grad_norm: 3.0547 2020-10-12 02:05:55,206 - mmaction - INFO - Epoch [9][280/1253] lr: 3.000e-02, eta: 1 day, 2:11:37, time: 1.348, data_time: 0.008, memory: 10398, top1_acc: 0.6049, top5_acc: 0.8372, loss_cls: 1.6017, loss: 1.6017, grad_norm: 3.0389 2020-10-12 02:06:21,881 - mmaction - INFO - Epoch [9][300/1253] lr: 3.000e-02, eta: 1 day, 2:10:14, time: 1.333, data_time: 0.002, memory: 10398, top1_acc: 0.5906, top5_acc: 0.8344, loss_cls: 1.6228, loss: 1.6228, grad_norm: 3.0799 2020-10-12 02:06:49,585 - mmaction - INFO - Epoch [9][320/1253] lr: 3.000e-02, eta: 1 day, 2:08:55, time: 1.382, data_time: 0.005, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8427, loss_cls: 1.5708, loss: 1.5708, grad_norm: 3.0053 2020-10-12 02:07:17,123 - mmaction - INFO - Epoch [9][340/1253] lr: 3.000e-02, eta: 1 day, 2:07:37, time: 1.381, data_time: 0.006, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8323, loss_cls: 1.6304, loss: 1.6304, grad_norm: 3.0459 2020-10-12 02:07:45,827 - mmaction - INFO - Epoch [9][360/1253] lr: 3.000e-02, eta: 1 day, 2:06:24, time: 1.431, data_time: 0.005, memory: 10398, top1_acc: 0.6224, top5_acc: 0.8443, loss_cls: 1.5384, loss: 1.5384, grad_norm: 2.9389 2020-10-12 02:08:14,199 - mmaction - INFO - Epoch [9][380/1253] lr: 3.000e-02, eta: 1 day, 2:05:10, time: 1.422, data_time: 0.007, memory: 10398, top1_acc: 0.6128, top5_acc: 0.8516, loss_cls: 1.5418, loss: 1.5418, grad_norm: 3.0519 2020-10-12 02:08:40,043 - mmaction - INFO - Epoch [9][400/1253] lr: 3.000e-02, eta: 1 day, 2:03:43, time: 1.288, data_time: 0.006, memory: 10398, top1_acc: 0.6112, top5_acc: 0.8385, loss_cls: 1.5928, loss: 1.5928, grad_norm: 3.0497 2020-10-12 02:09:07,912 - mmaction - INFO - Epoch [9][420/1253] lr: 3.000e-02, eta: 1 day, 2:02:27, time: 1.394, data_time: 0.009, memory: 10398, top1_acc: 0.6128, top5_acc: 0.8375, loss_cls: 1.5780, loss: 1.5780, grad_norm: 3.0200 2020-10-12 02:09:37,052 - mmaction - INFO - Epoch [9][440/1253] lr: 3.000e-02, eta: 1 day, 2:01:17, time: 1.458, data_time: 0.007, memory: 10398, top1_acc: 0.5951, top5_acc: 0.8247, loss_cls: 1.6463, loss: 1.6463, grad_norm: 3.0782 2020-10-12 02:10:05,106 - mmaction - INFO - Epoch [9][460/1253] lr: 3.000e-02, eta: 1 day, 2:00:03, time: 1.405, data_time: 0.007, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8323, loss_cls: 1.5904, loss: 1.5904, grad_norm: 3.1053 2020-10-12 02:10:33,698 - mmaction - INFO - Epoch [9][480/1253] lr: 3.000e-02, eta: 1 day, 1:58:51, time: 1.430, data_time: 0.002, memory: 10398, top1_acc: 0.5935, top5_acc: 0.8281, loss_cls: 1.6489, loss: 1.6489, grad_norm: 3.0666 2020-10-12 02:11:00,954 - mmaction - INFO - Epoch [9][500/1253] lr: 3.000e-02, eta: 1 day, 1:57:32, time: 1.359, data_time: 0.007, memory: 10398, top1_acc: 0.6057, top5_acc: 0.8299, loss_cls: 1.6181, loss: 1.6181, grad_norm: 3.0930 2020-10-12 02:11:27,410 - mmaction - INFO - Epoch [9][520/1253] lr: 3.000e-02, eta: 1 day, 1:56:10, time: 1.326, data_time: 0.008, memory: 10398, top1_acc: 0.6034, top5_acc: 0.8237, loss_cls: 1.6378, loss: 1.6378, grad_norm: 3.0471 2020-10-12 02:11:56,226 - mmaction - INFO - Epoch [9][540/1253] lr: 3.000e-02, eta: 1 day, 1:54:59, time: 1.438, data_time: 0.002, memory: 10398, top1_acc: 0.5992, top5_acc: 0.8320, loss_cls: 1.6271, loss: 1.6271, grad_norm: 3.1062 2020-10-12 02:12:23,415 - mmaction - INFO - Epoch [9][560/1253] lr: 3.000e-02, eta: 1 day, 1:53:41, time: 1.362, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8346, loss_cls: 1.5733, loss: 1.5733, grad_norm: 3.0330 2020-10-12 02:12:52,129 - mmaction - INFO - Epoch [9][580/1253] lr: 3.000e-02, eta: 1 day, 1:52:30, time: 1.436, data_time: 0.007, memory: 10398, top1_acc: 0.6057, top5_acc: 0.8307, loss_cls: 1.6257, loss: 1.6257, grad_norm: 3.0232 2020-10-12 02:13:18,573 - mmaction - INFO - Epoch [9][600/1253] lr: 3.000e-02, eta: 1 day, 1:51:09, time: 1.321, data_time: 0.002, memory: 10398, top1_acc: 0.5992, top5_acc: 0.8276, loss_cls: 1.6212, loss: 1.6212, grad_norm: 3.0175 2020-10-12 02:13:44,504 - mmaction - INFO - Epoch [9][620/1253] lr: 3.000e-02, eta: 1 day, 1:49:45, time: 1.298, data_time: 0.003, memory: 10398, top1_acc: 0.6174, top5_acc: 0.8375, loss_cls: 1.5511, loss: 1.5511, grad_norm: 3.0316 2020-10-12 02:14:14,203 - mmaction - INFO - Epoch [9][640/1253] lr: 3.000e-02, eta: 1 day, 1:48:40, time: 1.484, data_time: 0.002, memory: 10398, top1_acc: 0.5977, top5_acc: 0.8404, loss_cls: 1.5921, loss: 1.5921, grad_norm: 3.0901 2020-10-12 02:14:40,560 - mmaction - INFO - Epoch [9][660/1253] lr: 3.000e-02, eta: 1 day, 1:47:18, time: 1.315, data_time: 0.008, memory: 10398, top1_acc: 0.5995, top5_acc: 0.8318, loss_cls: 1.6258, loss: 1.6258, grad_norm: 3.1030 2020-10-12 02:15:09,011 - mmaction - INFO - Epoch [9][680/1253] lr: 3.000e-02, eta: 1 day, 1:46:07, time: 1.422, data_time: 0.008, memory: 10398, top1_acc: 0.5974, top5_acc: 0.8320, loss_cls: 1.6297, loss: 1.6297, grad_norm: 3.0328 2020-10-12 02:15:35,878 - mmaction - INFO - Epoch [9][700/1253] lr: 3.000e-02, eta: 1 day, 1:44:48, time: 1.341, data_time: 0.005, memory: 10398, top1_acc: 0.5984, top5_acc: 0.8297, loss_cls: 1.6384, loss: 1.6384, grad_norm: 3.1004 2020-10-12 02:16:05,346 - mmaction - INFO - Epoch [9][720/1253] lr: 3.000e-02, eta: 1 day, 1:43:43, time: 1.479, data_time: 0.008, memory: 10398, top1_acc: 0.6036, top5_acc: 0.8273, loss_cls: 1.6281, loss: 1.6281, grad_norm: 3.0116 2020-10-12 02:16:32,159 - mmaction - INFO - Epoch [9][740/1253] lr: 3.000e-02, eta: 1 day, 1:42:24, time: 1.336, data_time: 0.003, memory: 10398, top1_acc: 0.5919, top5_acc: 0.8352, loss_cls: 1.6353, loss: 1.6353, grad_norm: 3.0618 2020-10-12 02:16:59,548 - mmaction - INFO - Epoch [9][760/1253] lr: 3.000e-02, eta: 1 day, 1:41:08, time: 1.369, data_time: 0.008, memory: 10398, top1_acc: 0.6089, top5_acc: 0.8375, loss_cls: 1.6050, loss: 1.6050, grad_norm: 3.0523 2020-10-12 02:17:27,105 - mmaction - INFO - Epoch [9][780/1253] lr: 3.000e-02, eta: 1 day, 1:39:54, time: 1.383, data_time: 0.008, memory: 10398, top1_acc: 0.6070, top5_acc: 0.8333, loss_cls: 1.6077, loss: 1.6077, grad_norm: 3.1087 2020-10-12 02:17:56,156 - mmaction - INFO - Epoch [9][800/1253] lr: 3.000e-02, eta: 1 day, 1:38:47, time: 1.453, data_time: 0.002, memory: 10398, top1_acc: 0.5992, top5_acc: 0.8214, loss_cls: 1.6563, loss: 1.6563, grad_norm: 3.1108 2020-10-12 02:18:24,239 - mmaction - INFO - Epoch [9][820/1253] lr: 3.000e-02, eta: 1 day, 1:37:35, time: 1.403, data_time: 0.002, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8281, loss_cls: 1.6703, loss: 1.6703, grad_norm: 3.1324 2020-10-12 02:18:52,286 - mmaction - INFO - Epoch [9][840/1253] lr: 3.000e-02, eta: 1 day, 1:36:24, time: 1.403, data_time: 0.008, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8375, loss_cls: 1.6095, loss: 1.6095, grad_norm: 2.9515 2020-10-12 02:19:22,103 - mmaction - INFO - Epoch [9][860/1253] lr: 3.000e-02, eta: 1 day, 1:35:21, time: 1.491, data_time: 0.002, memory: 10398, top1_acc: 0.5904, top5_acc: 0.8346, loss_cls: 1.6008, loss: 1.6008, grad_norm: 3.0733 2020-10-12 02:19:51,564 - mmaction - INFO - Epoch [9][880/1253] lr: 3.000e-02, eta: 1 day, 1:34:16, time: 1.473, data_time: 0.002, memory: 10398, top1_acc: 0.6065, top5_acc: 0.8240, loss_cls: 1.6524, loss: 1.6524, grad_norm: 2.9963 2020-10-12 02:20:18,415 - mmaction - INFO - Epoch [9][900/1253] lr: 3.000e-02, eta: 1 day, 1:32:59, time: 1.341, data_time: 0.002, memory: 10398, top1_acc: 0.6044, top5_acc: 0.8367, loss_cls: 1.6086, loss: 1.6086, grad_norm: 2.9761 2020-10-12 02:20:46,342 - mmaction - INFO - Epoch [9][920/1253] lr: 3.000e-02, eta: 1 day, 1:31:47, time: 1.395, data_time: 0.006, memory: 10398, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5697, loss: 1.5697, grad_norm: 2.9834 2020-10-12 02:21:15,255 - mmaction - INFO - Epoch [9][940/1253] lr: 3.000e-02, eta: 1 day, 1:30:40, time: 1.448, data_time: 0.007, memory: 10398, top1_acc: 0.6003, top5_acc: 0.8250, loss_cls: 1.6299, loss: 1.6299, grad_norm: 3.0271 2020-10-12 02:21:42,911 - mmaction - INFO - Epoch [9][960/1253] lr: 3.000e-02, eta: 1 day, 1:29:27, time: 1.378, data_time: 0.006, memory: 10398, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.6153, loss: 1.6153, grad_norm: 3.0348 2020-10-12 02:22:10,646 - mmaction - INFO - Epoch [9][980/1253] lr: 3.000e-02, eta: 1 day, 1:28:16, time: 1.392, data_time: 0.008, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8279, loss_cls: 1.6356, loss: 1.6356, grad_norm: 3.0907 2020-10-12 02:22:38,494 - mmaction - INFO - Epoch [9][1000/1253] lr: 3.000e-02, eta: 1 day, 1:27:04, time: 1.389, data_time: 0.006, memory: 10398, top1_acc: 0.5977, top5_acc: 0.8289, loss_cls: 1.6311, loss: 1.6311, grad_norm: 3.0247 2020-10-12 02:23:05,459 - mmaction - INFO - Epoch [9][1020/1253] lr: 3.000e-02, eta: 1 day, 1:25:49, time: 1.351, data_time: 0.008, memory: 10398, top1_acc: 0.5951, top5_acc: 0.8349, loss_cls: 1.6126, loss: 1.6126, grad_norm: 3.0727 2020-10-12 02:23:33,010 - mmaction - INFO - Epoch [9][1040/1253] lr: 3.000e-02, eta: 1 day, 1:24:36, time: 1.375, data_time: 0.003, memory: 10398, top1_acc: 0.6055, top5_acc: 0.8388, loss_cls: 1.6088, loss: 1.6088, grad_norm: 2.9813 2020-10-12 02:24:02,154 - mmaction - INFO - Epoch [9][1060/1253] lr: 3.000e-02, eta: 1 day, 1:23:31, time: 1.458, data_time: 0.008, memory: 10398, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6122, loss: 1.6122, grad_norm: 2.9186 2020-10-12 02:24:30,019 - mmaction - INFO - Epoch [9][1080/1253] lr: 3.000e-02, eta: 1 day, 1:22:21, time: 1.393, data_time: 0.007, memory: 10398, top1_acc: 0.6307, top5_acc: 0.8388, loss_cls: 1.5645, loss: 1.5645, grad_norm: 2.9620 2020-10-12 02:24:58,370 - mmaction - INFO - Epoch [9][1100/1253] lr: 3.000e-02, eta: 1 day, 1:21:12, time: 1.418, data_time: 0.008, memory: 10398, top1_acc: 0.6112, top5_acc: 0.8391, loss_cls: 1.5887, loss: 1.5887, grad_norm: 2.9983 2020-10-12 02:25:27,298 - mmaction - INFO - Epoch [9][1120/1253] lr: 3.000e-02, eta: 1 day, 1:20:07, time: 1.449, data_time: 0.007, memory: 10398, top1_acc: 0.5914, top5_acc: 0.8271, loss_cls: 1.6724, loss: 1.6724, grad_norm: 3.1017 2020-10-12 02:25:53,302 - mmaction - INFO - Epoch [9][1140/1253] lr: 3.000e-02, eta: 1 day, 1:18:48, time: 1.301, data_time: 0.003, memory: 10398, top1_acc: 0.6010, top5_acc: 0.8258, loss_cls: 1.6489, loss: 1.6489, grad_norm: 3.0987 2020-10-12 02:26:21,846 - mmaction - INFO - Epoch [9][1160/1253] lr: 3.000e-02, eta: 1 day, 1:17:41, time: 1.427, data_time: 0.002, memory: 10398, top1_acc: 0.6018, top5_acc: 0.8359, loss_cls: 1.6277, loss: 1.6277, grad_norm: 3.0386 2020-10-12 02:26:50,798 - mmaction - INFO - Epoch [9][1180/1253] lr: 3.000e-02, eta: 1 day, 1:16:37, time: 1.448, data_time: 0.007, memory: 10398, top1_acc: 0.5990, top5_acc: 0.8307, loss_cls: 1.6504, loss: 1.6504, grad_norm: 3.1590 2020-10-12 02:27:18,449 - mmaction - INFO - Epoch [9][1200/1253] lr: 3.000e-02, eta: 1 day, 1:15:26, time: 1.382, data_time: 0.002, memory: 10398, top1_acc: 0.5938, top5_acc: 0.8266, loss_cls: 1.6399, loss: 1.6399, grad_norm: 3.0435 2020-10-12 02:27:47,276 - mmaction - INFO - Epoch [9][1220/1253] lr: 3.000e-02, eta: 1 day, 1:14:20, time: 1.439, data_time: 0.003, memory: 10398, top1_acc: 0.6044, top5_acc: 0.8344, loss_cls: 1.6316, loss: 1.6316, grad_norm: 2.9861 2020-10-12 02:28:15,757 - mmaction - INFO - Epoch [9][1240/1253] lr: 3.000e-02, eta: 1 day, 1:13:14, time: 1.424, data_time: 0.008, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8401, loss_cls: 1.5832, loss: 1.5832, grad_norm: 2.9929 2020-10-12 02:29:12,493 - mmaction - INFO - Epoch [10][20/1253] lr: 3.000e-02, eta: 1 day, 1:11:06, time: 2.153, data_time: 0.822, memory: 10398, top1_acc: 0.6081, top5_acc: 0.8354, loss_cls: 1.5951, loss: 1.5951, grad_norm: 3.0188 2020-10-12 02:29:38,734 - mmaction - INFO - Epoch [10][40/1253] lr: 3.000e-02, eta: 1 day, 1:09:50, time: 1.318, data_time: 0.009, memory: 10398, top1_acc: 0.6195, top5_acc: 0.8547, loss_cls: 1.4956, loss: 1.4956, grad_norm: 2.9529 2020-10-12 02:30:06,379 - mmaction - INFO - Epoch [10][60/1253] lr: 3.000e-02, eta: 1 day, 1:08:40, time: 1.382, data_time: 0.007, memory: 10398, top1_acc: 0.6130, top5_acc: 0.8500, loss_cls: 1.5407, loss: 1.5407, grad_norm: 3.0425 2020-10-12 02:30:32,974 - mmaction - INFO - Epoch [10][80/1253] lr: 3.000e-02, eta: 1 day, 1:07:25, time: 1.324, data_time: 0.002, memory: 10398, top1_acc: 0.6044, top5_acc: 0.8331, loss_cls: 1.5746, loss: 1.5746, grad_norm: 3.0475 2020-10-12 02:30:58,707 - mmaction - INFO - Epoch [10][100/1253] lr: 3.000e-02, eta: 1 day, 1:06:07, time: 1.287, data_time: 0.009, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8435, loss_cls: 1.5640, loss: 1.5640, grad_norm: 3.0559 2020-10-12 02:31:25,337 - mmaction - INFO - Epoch [10][120/1253] lr: 3.000e-02, eta: 1 day, 1:04:53, time: 1.336, data_time: 0.008, memory: 10398, top1_acc: 0.6195, top5_acc: 0.8469, loss_cls: 1.5140, loss: 1.5140, grad_norm: 3.0152 2020-10-12 02:31:50,690 - mmaction - INFO - Epoch [10][140/1253] lr: 3.000e-02, eta: 1 day, 1:03:34, time: 1.268, data_time: 0.006, memory: 10398, top1_acc: 0.6169, top5_acc: 0.8461, loss_cls: 1.5340, loss: 1.5340, grad_norm: 2.9931 2020-10-12 02:32:17,444 - mmaction - INFO - Epoch [10][160/1253] lr: 3.000e-02, eta: 1 day, 1:02:21, time: 1.337, data_time: 0.002, memory: 10398, top1_acc: 0.6047, top5_acc: 0.8294, loss_cls: 1.6207, loss: 1.6207, grad_norm: 3.0750 2020-10-12 02:32:44,282 - mmaction - INFO - Epoch [10][180/1253] lr: 3.000e-02, eta: 1 day, 1:01:08, time: 1.338, data_time: 0.008, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8451, loss_cls: 1.5450, loss: 1.5450, grad_norm: 3.0662 2020-10-12 02:33:09,465 - mmaction - INFO - Epoch [10][200/1253] lr: 3.000e-02, eta: 1 day, 0:59:48, time: 1.257, data_time: 0.007, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8354, loss_cls: 1.5660, loss: 1.5660, grad_norm: 3.0548 2020-10-12 02:33:35,452 - mmaction - INFO - Epoch [10][220/1253] lr: 3.000e-02, eta: 1 day, 0:58:32, time: 1.301, data_time: 0.008, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8464, loss_cls: 1.5555, loss: 1.5555, grad_norm: 3.0871 2020-10-12 02:34:01,028 - mmaction - INFO - Epoch [10][240/1253] lr: 3.000e-02, eta: 1 day, 0:57:14, time: 1.281, data_time: 0.008, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8435, loss_cls: 1.5861, loss: 1.5861, grad_norm: 3.0605 2020-10-12 02:34:26,794 - mmaction - INFO - Epoch [10][260/1253] lr: 3.000e-02, eta: 1 day, 0:55:58, time: 1.291, data_time: 0.007, memory: 10398, top1_acc: 0.6151, top5_acc: 0.8437, loss_cls: 1.5490, loss: 1.5490, grad_norm: 3.0290 2020-10-12 02:34:53,259 - mmaction - INFO - Epoch [10][280/1253] lr: 3.000e-02, eta: 1 day, 0:54:44, time: 1.323, data_time: 0.007, memory: 10398, top1_acc: 0.6206, top5_acc: 0.8464, loss_cls: 1.5022, loss: 1.5022, grad_norm: 3.0613 2020-10-12 02:35:19,805 - mmaction - INFO - Epoch [10][300/1253] lr: 3.000e-02, eta: 1 day, 0:53:31, time: 1.324, data_time: 0.002, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8370, loss_cls: 1.5824, loss: 1.5824, grad_norm: 3.0584 2020-10-12 02:35:45,907 - mmaction - INFO - Epoch [10][320/1253] lr: 3.000e-02, eta: 1 day, 0:52:17, time: 1.308, data_time: 0.007, memory: 10398, top1_acc: 0.6180, top5_acc: 0.8510, loss_cls: 1.5362, loss: 1.5362, grad_norm: 3.0725 2020-10-12 02:36:13,815 - mmaction - INFO - Epoch [10][340/1253] lr: 3.000e-02, eta: 1 day, 0:51:10, time: 1.395, data_time: 0.002, memory: 10398, top1_acc: 0.6115, top5_acc: 0.8383, loss_cls: 1.5774, loss: 1.5774, grad_norm: 3.0667 2020-10-12 02:36:38,862 - mmaction - INFO - Epoch [10][360/1253] lr: 3.000e-02, eta: 1 day, 0:49:51, time: 1.250, data_time: 0.005, memory: 10398, top1_acc: 0.6104, top5_acc: 0.8406, loss_cls: 1.5845, loss: 1.5845, grad_norm: 3.0702 2020-10-12 02:37:06,804 - mmaction - INFO - Epoch [10][380/1253] lr: 3.000e-02, eta: 1 day, 0:48:45, time: 1.400, data_time: 0.007, memory: 10398, top1_acc: 0.6099, top5_acc: 0.8414, loss_cls: 1.5741, loss: 1.5741, grad_norm: 3.0726 2020-10-12 02:37:31,981 - mmaction - INFO - Epoch [10][400/1253] lr: 3.000e-02, eta: 1 day, 0:47:27, time: 1.252, data_time: 0.007, memory: 10398, top1_acc: 0.6096, top5_acc: 0.8367, loss_cls: 1.6042, loss: 1.6042, grad_norm: 3.1096 2020-10-12 02:37:58,903 - mmaction - INFO - Epoch [10][420/1253] lr: 3.000e-02, eta: 1 day, 0:46:16, time: 1.348, data_time: 0.009, memory: 10398, top1_acc: 0.6172, top5_acc: 0.8453, loss_cls: 1.5747, loss: 1.5747, grad_norm: 3.0377 2020-10-12 02:38:23,112 - mmaction - INFO - Epoch [10][440/1253] lr: 3.000e-02, eta: 1 day, 0:44:55, time: 1.214, data_time: 0.008, memory: 10398, top1_acc: 0.6169, top5_acc: 0.8346, loss_cls: 1.5834, loss: 1.5834, grad_norm: 3.0481 2020-10-12 02:38:49,723 - mmaction - INFO - Epoch [10][460/1253] lr: 3.000e-02, eta: 1 day, 0:43:44, time: 1.331, data_time: 0.003, memory: 10398, top1_acc: 0.6232, top5_acc: 0.8391, loss_cls: 1.5423, loss: 1.5423, grad_norm: 3.0562 2020-10-12 02:39:17,418 - mmaction - INFO - Epoch [10][480/1253] lr: 3.000e-02, eta: 1 day, 0:42:37, time: 1.384, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8234, loss_cls: 1.6419, loss: 1.6419, grad_norm: 3.0120 2020-10-12 02:39:43,521 - mmaction - INFO - Epoch [10][500/1253] lr: 3.000e-02, eta: 1 day, 0:41:24, time: 1.304, data_time: 0.005, memory: 10398, top1_acc: 0.5977, top5_acc: 0.8414, loss_cls: 1.5960, loss: 1.5960, grad_norm: 3.1204 2020-10-12 02:40:09,311 - mmaction - INFO - Epoch [10][520/1253] lr: 3.000e-02, eta: 1 day, 0:40:09, time: 1.291, data_time: 0.007, memory: 10398, top1_acc: 0.6021, top5_acc: 0.8406, loss_cls: 1.5561, loss: 1.5561, grad_norm: 3.0697 2020-10-12 02:40:34,727 - mmaction - INFO - Epoch [10][540/1253] lr: 3.000e-02, eta: 1 day, 0:38:54, time: 1.269, data_time: 0.002, memory: 10398, top1_acc: 0.6029, top5_acc: 0.8299, loss_cls: 1.5920, loss: 1.5920, grad_norm: 3.1002 2020-10-12 02:41:01,027 - mmaction - INFO - Epoch [10][560/1253] lr: 3.000e-02, eta: 1 day, 0:37:42, time: 1.314, data_time: 0.004, memory: 10398, top1_acc: 0.6086, top5_acc: 0.8286, loss_cls: 1.6160, loss: 1.6160, grad_norm: 3.0450 2020-10-12 02:41:27,159 - mmaction - INFO - Epoch [10][580/1253] lr: 3.000e-02, eta: 1 day, 0:36:29, time: 1.308, data_time: 0.007, memory: 10398, top1_acc: 0.6081, top5_acc: 0.8276, loss_cls: 1.6115, loss: 1.6115, grad_norm: 3.0936 2020-10-12 02:41:53,872 - mmaction - INFO - Epoch [10][600/1253] lr: 3.000e-02, eta: 1 day, 0:35:19, time: 1.335, data_time: 0.003, memory: 10398, top1_acc: 0.6242, top5_acc: 0.8456, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.0302 2020-10-12 02:42:19,177 - mmaction - INFO - Epoch [10][620/1253] lr: 3.000e-02, eta: 1 day, 0:34:04, time: 1.266, data_time: 0.003, memory: 10398, top1_acc: 0.6109, top5_acc: 0.8346, loss_cls: 1.6228, loss: 1.6228, grad_norm: 3.0441 2020-10-12 02:42:44,414 - mmaction - INFO - Epoch [10][640/1253] lr: 3.000e-02, eta: 1 day, 0:32:48, time: 1.259, data_time: 0.008, memory: 10398, top1_acc: 0.6102, top5_acc: 0.8385, loss_cls: 1.5909, loss: 1.5909, grad_norm: 3.0827 2020-10-12 02:43:10,630 - mmaction - INFO - Epoch [10][660/1253] lr: 3.000e-02, eta: 1 day, 0:31:37, time: 1.313, data_time: 0.008, memory: 10398, top1_acc: 0.6081, top5_acc: 0.8378, loss_cls: 1.5980, loss: 1.5980, grad_norm: 3.0765 2020-10-12 02:43:37,003 - mmaction - INFO - Epoch [10][680/1253] lr: 3.000e-02, eta: 1 day, 0:30:26, time: 1.316, data_time: 0.002, memory: 10398, top1_acc: 0.6047, top5_acc: 0.8357, loss_cls: 1.5956, loss: 1.5956, grad_norm: 3.0373 2020-10-12 02:44:02,032 - mmaction - INFO - Epoch [10][700/1253] lr: 3.000e-02, eta: 1 day, 0:29:09, time: 1.251, data_time: 0.008, memory: 10398, top1_acc: 0.5964, top5_acc: 0.8294, loss_cls: 1.6105, loss: 1.6105, grad_norm: 3.0432 2020-10-12 02:44:26,379 - mmaction - INFO - Epoch [10][720/1253] lr: 3.000e-02, eta: 1 day, 0:27:51, time: 1.221, data_time: 0.008, memory: 10398, top1_acc: 0.6091, top5_acc: 0.8427, loss_cls: 1.5632, loss: 1.5632, grad_norm: 3.0701 2020-10-12 02:44:53,342 - mmaction - INFO - Epoch [10][740/1253] lr: 3.000e-02, eta: 1 day, 0:26:43, time: 1.348, data_time: 0.006, memory: 10398, top1_acc: 0.6070, top5_acc: 0.8443, loss_cls: 1.5747, loss: 1.5747, grad_norm: 3.0371 2020-10-12 02:45:18,994 - mmaction - INFO - Epoch [10][760/1253] lr: 3.000e-02, eta: 1 day, 0:25:30, time: 1.282, data_time: 0.002, memory: 10398, top1_acc: 0.5901, top5_acc: 0.8372, loss_cls: 1.6367, loss: 1.6367, grad_norm: 3.1117 2020-10-12 02:45:45,788 - mmaction - INFO - Epoch [10][780/1253] lr: 3.000e-02, eta: 1 day, 0:24:22, time: 1.338, data_time: 0.002, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8422, loss_cls: 1.5578, loss: 1.5578, grad_norm: 3.0566 2020-10-12 02:46:10,597 - mmaction - INFO - Epoch [10][800/1253] lr: 3.000e-02, eta: 1 day, 0:23:06, time: 1.242, data_time: 0.007, memory: 10398, top1_acc: 0.6159, top5_acc: 0.8510, loss_cls: 1.5308, loss: 1.5308, grad_norm: 3.0354 2020-10-12 02:46:36,992 - mmaction - INFO - Epoch [10][820/1253] lr: 3.000e-02, eta: 1 day, 0:21:56, time: 1.317, data_time: 0.005, memory: 10398, top1_acc: 0.6227, top5_acc: 0.8419, loss_cls: 1.5586, loss: 1.5586, grad_norm: 3.0349 2020-10-12 02:47:04,815 - mmaction - INFO - Epoch [10][840/1253] lr: 3.000e-02, eta: 1 day, 0:20:53, time: 1.391, data_time: 0.006, memory: 10398, top1_acc: 0.6112, top5_acc: 0.8362, loss_cls: 1.5690, loss: 1.5690, grad_norm: 3.0448 2020-10-12 02:47:30,818 - mmaction - INFO - Epoch [10][860/1253] lr: 3.000e-02, eta: 1 day, 0:19:42, time: 1.302, data_time: 0.007, memory: 10398, top1_acc: 0.6255, top5_acc: 0.8448, loss_cls: 1.5202, loss: 1.5202, grad_norm: 2.9195 2020-10-12 02:47:55,129 - mmaction - INFO - Epoch [10][880/1253] lr: 3.000e-02, eta: 1 day, 0:18:24, time: 1.215, data_time: 0.002, memory: 10398, top1_acc: 0.6107, top5_acc: 0.8375, loss_cls: 1.5981, loss: 1.5981, grad_norm: 3.0746 2020-10-12 02:48:23,410 - mmaction - INFO - Epoch [10][900/1253] lr: 3.000e-02, eta: 1 day, 0:17:23, time: 1.412, data_time: 0.002, memory: 10398, top1_acc: 0.6089, top5_acc: 0.8396, loss_cls: 1.5543, loss: 1.5543, grad_norm: 3.0068 2020-10-12 02:48:49,990 - mmaction - INFO - Epoch [10][920/1253] lr: 3.000e-02, eta: 1 day, 0:16:15, time: 1.331, data_time: 0.006, memory: 10398, top1_acc: 0.6154, top5_acc: 0.8487, loss_cls: 1.5407, loss: 1.5407, grad_norm: 3.0045 2020-10-12 02:49:16,122 - mmaction - INFO - Epoch [10][940/1253] lr: 3.000e-02, eta: 1 day, 0:15:05, time: 1.307, data_time: 0.002, memory: 10398, top1_acc: 0.6169, top5_acc: 0.8378, loss_cls: 1.5729, loss: 1.5729, grad_norm: 3.0755 2020-10-12 02:49:42,992 - mmaction - INFO - Epoch [10][960/1253] lr: 3.000e-02, eta: 1 day, 0:13:59, time: 1.341, data_time: 0.004, memory: 10398, top1_acc: 0.6034, top5_acc: 0.8299, loss_cls: 1.6208, loss: 1.6208, grad_norm: 3.0579 2020-10-12 02:50:08,647 - mmaction - INFO - Epoch [10][980/1253] lr: 3.000e-02, eta: 1 day, 0:12:47, time: 1.285, data_time: 0.007, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8484, loss_cls: 1.5001, loss: 1.5001, grad_norm: 2.9828 2020-10-12 02:50:36,161 - mmaction - INFO - Epoch [10][1000/1253] lr: 3.000e-02, eta: 1 day, 0:11:44, time: 1.375, data_time: 0.003, memory: 10398, top1_acc: 0.6099, top5_acc: 0.8383, loss_cls: 1.5682, loss: 1.5682, grad_norm: 3.0753 2020-10-12 02:51:02,209 - mmaction - INFO - Epoch [10][1020/1253] lr: 3.000e-02, eta: 1 day, 0:10:34, time: 1.300, data_time: 0.003, memory: 10398, top1_acc: 0.6112, top5_acc: 0.8375, loss_cls: 1.5748, loss: 1.5748, grad_norm: 3.0660 2020-10-12 02:51:27,365 - mmaction - INFO - Epoch [10][1040/1253] lr: 3.000e-02, eta: 1 day, 0:09:21, time: 1.260, data_time: 0.008, memory: 10398, top1_acc: 0.6182, top5_acc: 0.8443, loss_cls: 1.5625, loss: 1.5625, grad_norm: 3.0616 2020-10-12 02:51:54,073 - mmaction - INFO - Epoch [10][1060/1253] lr: 3.000e-02, eta: 1 day, 0:08:14, time: 1.331, data_time: 0.003, memory: 10398, top1_acc: 0.6169, top5_acc: 0.8411, loss_cls: 1.5490, loss: 1.5490, grad_norm: 2.9937 2020-10-12 02:52:19,905 - mmaction - INFO - Epoch [10][1080/1253] lr: 3.000e-02, eta: 1 day, 0:07:04, time: 1.292, data_time: 0.007, memory: 10398, top1_acc: 0.6102, top5_acc: 0.8365, loss_cls: 1.5998, loss: 1.5998, grad_norm: 3.0442 2020-10-12 02:52:45,611 - mmaction - INFO - Epoch [10][1100/1253] lr: 3.000e-02, eta: 1 day, 0:05:54, time: 1.288, data_time: 0.009, memory: 10398, top1_acc: 0.5896, top5_acc: 0.8247, loss_cls: 1.6501, loss: 1.6501, grad_norm: 3.1014 2020-10-12 02:53:13,193 - mmaction - INFO - Epoch [10][1120/1253] lr: 3.000e-02, eta: 1 day, 0:04:52, time: 1.380, data_time: 0.005, memory: 10398, top1_acc: 0.6148, top5_acc: 0.8362, loss_cls: 1.5846, loss: 1.5846, grad_norm: 2.9453 2020-10-12 02:53:39,282 - mmaction - INFO - Epoch [10][1140/1253] lr: 3.000e-02, eta: 1 day, 0:03:43, time: 1.305, data_time: 0.002, memory: 10398, top1_acc: 0.6193, top5_acc: 0.8331, loss_cls: 1.5779, loss: 1.5779, grad_norm: 2.9959 2020-10-12 02:54:04,312 - mmaction - INFO - Epoch [10][1160/1253] lr: 3.000e-02, eta: 1 day, 0:02:30, time: 1.251, data_time: 0.002, memory: 10398, top1_acc: 0.6039, top5_acc: 0.8263, loss_cls: 1.6383, loss: 1.6383, grad_norm: 2.9818 2020-10-12 02:54:29,714 - mmaction - INFO - Epoch [10][1180/1253] lr: 3.000e-02, eta: 1 day, 0:01:19, time: 1.268, data_time: 0.006, memory: 10398, top1_acc: 0.6193, top5_acc: 0.8375, loss_cls: 1.5527, loss: 1.5527, grad_norm: 2.8891 2020-10-12 02:54:54,924 - mmaction - INFO - Epoch [10][1200/1253] lr: 3.000e-02, eta: 1 day, 0:00:08, time: 1.261, data_time: 0.007, memory: 10398, top1_acc: 0.6133, top5_acc: 0.8346, loss_cls: 1.5919, loss: 1.5919, grad_norm: 3.0562 2020-10-12 02:55:20,891 - mmaction - INFO - Epoch [10][1220/1253] lr: 3.000e-02, eta: 23:58:59, time: 1.300, data_time: 0.004, memory: 10398, top1_acc: 0.6174, top5_acc: 0.8440, loss_cls: 1.5486, loss: 1.5486, grad_norm: 2.9990 2020-10-12 02:55:48,315 - mmaction - INFO - Epoch [10][1240/1253] lr: 3.000e-02, eta: 23:57:57, time: 1.371, data_time: 0.008, memory: 10398, top1_acc: 0.6133, top5_acc: 0.8388, loss_cls: 1.6061, loss: 1.6061, grad_norm: 3.0362 2020-10-12 02:56:01,706 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-12 02:56:41,816 - mmaction - INFO - Epoch [11][20/1253] lr: 3.000e-02, eta: 23:55:51, time: 1.976, data_time: 0.616, memory: 10398, top1_acc: 0.6143, top5_acc: 0.8495, loss_cls: 1.5278, loss: 1.5278, grad_norm: 3.0246 2020-10-12 02:57:04,558 - mmaction - INFO - Epoch [11][40/1253] lr: 3.000e-02, eta: 23:54:30, time: 1.140, data_time: 0.007, memory: 10398, top1_acc: 0.6219, top5_acc: 0.8409, loss_cls: 1.5231, loss: 1.5231, grad_norm: 2.9703 2020-10-12 02:57:29,753 - mmaction - INFO - Epoch [11][60/1253] lr: 3.000e-02, eta: 23:53:19, time: 1.260, data_time: 0.005, memory: 10398, top1_acc: 0.6331, top5_acc: 0.8503, loss_cls: 1.4813, loss: 1.4813, grad_norm: 2.9589 2020-10-12 02:57:54,473 - mmaction - INFO - Epoch [11][80/1253] lr: 3.000e-02, eta: 23:52:07, time: 1.232, data_time: 0.002, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8495, loss_cls: 1.5294, loss: 1.5294, grad_norm: 2.9871 2020-10-12 02:58:20,220 - mmaction - INFO - Epoch [11][100/1253] lr: 3.000e-02, eta: 23:50:58, time: 1.291, data_time: 0.006, memory: 10398, top1_acc: 0.6331, top5_acc: 0.8523, loss_cls: 1.4784, loss: 1.4784, grad_norm: 3.0042 2020-10-12 02:58:45,296 - mmaction - INFO - Epoch [11][120/1253] lr: 3.000e-02, eta: 23:49:48, time: 1.254, data_time: 0.003, memory: 10398, top1_acc: 0.6203, top5_acc: 0.8417, loss_cls: 1.5317, loss: 1.5317, grad_norm: 3.0486 2020-10-12 02:59:08,836 - mmaction - INFO - Epoch [11][140/1253] lr: 3.000e-02, eta: 23:48:31, time: 1.175, data_time: 0.007, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8401, loss_cls: 1.5462, loss: 1.5462, grad_norm: 3.0570 2020-10-12 02:59:34,489 - mmaction - INFO - Epoch [11][160/1253] lr: 3.000e-02, eta: 23:47:22, time: 1.283, data_time: 0.006, memory: 10398, top1_acc: 0.6185, top5_acc: 0.8516, loss_cls: 1.5260, loss: 1.5260, grad_norm: 3.0431 2020-10-12 02:59:59,899 - mmaction - INFO - Epoch [11][180/1253] lr: 3.000e-02, eta: 23:46:13, time: 1.270, data_time: 0.006, memory: 10398, top1_acc: 0.6177, top5_acc: 0.8398, loss_cls: 1.5495, loss: 1.5495, grad_norm: 3.0325 2020-10-12 03:00:26,139 - mmaction - INFO - Epoch [11][200/1253] lr: 3.000e-02, eta: 23:45:07, time: 1.302, data_time: 0.008, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8503, loss_cls: 1.5005, loss: 1.5005, grad_norm: 3.0341 2020-10-12 03:00:50,440 - mmaction - INFO - Epoch [11][220/1253] lr: 3.000e-02, eta: 23:43:54, time: 1.225, data_time: 0.028, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8482, loss_cls: 1.4970, loss: 1.4970, grad_norm: 3.0694 2020-10-12 03:01:15,737 - mmaction - INFO - Epoch [11][240/1253] lr: 3.000e-02, eta: 23:42:45, time: 1.268, data_time: 0.005, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8539, loss_cls: 1.4777, loss: 1.4777, grad_norm: 3.0343 2020-10-12 03:01:40,961 - mmaction - INFO - Epoch [11][260/1253] lr: 3.000e-02, eta: 23:41:36, time: 1.259, data_time: 0.006, memory: 10398, top1_acc: 0.6242, top5_acc: 0.8440, loss_cls: 1.5177, loss: 1.5177, grad_norm: 3.0284 2020-10-12 03:02:05,048 - mmaction - INFO - Epoch [11][280/1253] lr: 3.000e-02, eta: 23:40:22, time: 1.207, data_time: 0.007, memory: 10398, top1_acc: 0.6159, top5_acc: 0.8518, loss_cls: 1.5181, loss: 1.5181, grad_norm: 3.0806 2020-10-12 03:02:30,195 - mmaction - INFO - Epoch [11][300/1253] lr: 3.000e-02, eta: 23:39:13, time: 1.257, data_time: 0.006, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8539, loss_cls: 1.4398, loss: 1.4398, grad_norm: 3.0320 2020-10-12 03:02:53,892 - mmaction - INFO - Epoch [11][320/1253] lr: 3.000e-02, eta: 23:37:58, time: 1.185, data_time: 0.003, memory: 10398, top1_acc: 0.6120, top5_acc: 0.8391, loss_cls: 1.5507, loss: 1.5507, grad_norm: 3.0688 2020-10-12 03:03:18,892 - mmaction - INFO - Epoch [11][340/1253] lr: 3.000e-02, eta: 23:36:48, time: 1.246, data_time: 0.002, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8422, loss_cls: 1.5211, loss: 1.5211, grad_norm: 3.0241 2020-10-12 03:03:42,693 - mmaction - INFO - Epoch [11][360/1253] lr: 3.000e-02, eta: 23:35:34, time: 1.194, data_time: 0.007, memory: 10398, top1_acc: 0.6245, top5_acc: 0.8466, loss_cls: 1.5286, loss: 1.5286, grad_norm: 3.0591 2020-10-12 03:04:07,239 - mmaction - INFO - Epoch [11][380/1253] lr: 3.000e-02, eta: 23:34:23, time: 1.227, data_time: 0.002, memory: 10398, top1_acc: 0.6099, top5_acc: 0.8354, loss_cls: 1.5862, loss: 1.5862, grad_norm: 3.1892 2020-10-12 03:04:32,055 - mmaction - INFO - Epoch [11][400/1253] lr: 3.000e-02, eta: 23:33:13, time: 1.239, data_time: 0.006, memory: 10398, top1_acc: 0.6125, top5_acc: 0.8469, loss_cls: 1.5539, loss: 1.5539, grad_norm: 3.0263 2020-10-12 03:04:56,213 - mmaction - INFO - Epoch [11][420/1253] lr: 3.000e-02, eta: 23:32:01, time: 1.210, data_time: 0.004, memory: 10398, top1_acc: 0.6122, top5_acc: 0.8380, loss_cls: 1.5867, loss: 1.5867, grad_norm: 3.0332 2020-10-12 03:05:20,183 - mmaction - INFO - Epoch [11][440/1253] lr: 3.000e-02, eta: 23:30:48, time: 1.198, data_time: 0.002, memory: 10398, top1_acc: 0.6258, top5_acc: 0.8505, loss_cls: 1.5167, loss: 1.5167, grad_norm: 3.0588 2020-10-12 03:05:46,214 - mmaction - INFO - Epoch [11][460/1253] lr: 3.000e-02, eta: 23:29:43, time: 1.301, data_time: 0.002, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8427, loss_cls: 1.5317, loss: 1.5317, grad_norm: 2.9994 2020-10-12 03:06:10,542 - mmaction - INFO - Epoch [11][480/1253] lr: 3.000e-02, eta: 23:28:32, time: 1.213, data_time: 0.005, memory: 10398, top1_acc: 0.6055, top5_acc: 0.8354, loss_cls: 1.5910, loss: 1.5910, grad_norm: 3.1172 2020-10-12 03:06:34,516 - mmaction - INFO - Epoch [11][500/1253] lr: 3.000e-02, eta: 23:27:19, time: 1.197, data_time: 0.007, memory: 10398, top1_acc: 0.6206, top5_acc: 0.8495, loss_cls: 1.5044, loss: 1.5044, grad_norm: 3.0302 2020-10-12 03:07:00,995 - mmaction - INFO - Epoch [11][520/1253] lr: 3.000e-02, eta: 23:26:16, time: 1.324, data_time: 0.009, memory: 10398, top1_acc: 0.6245, top5_acc: 0.8409, loss_cls: 1.5375, loss: 1.5375, grad_norm: 3.0305 2020-10-12 03:07:25,099 - mmaction - INFO - Epoch [11][540/1253] lr: 3.000e-02, eta: 23:25:05, time: 1.210, data_time: 0.008, memory: 10398, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.0062 2020-10-12 03:07:49,393 - mmaction - INFO - Epoch [11][560/1253] lr: 3.000e-02, eta: 23:23:54, time: 1.215, data_time: 0.002, memory: 10398, top1_acc: 0.6154, top5_acc: 0.8487, loss_cls: 1.5523, loss: 1.5523, grad_norm: 3.0158 2020-10-12 03:08:15,795 - mmaction - INFO - Epoch [11][580/1253] lr: 3.000e-02, eta: 23:22:52, time: 1.320, data_time: 0.002, memory: 10398, top1_acc: 0.6117, top5_acc: 0.8490, loss_cls: 1.5288, loss: 1.5288, grad_norm: 3.0504 2020-10-12 03:08:41,548 - mmaction - INFO - Epoch [11][600/1253] lr: 3.000e-02, eta: 23:21:46, time: 1.285, data_time: 0.005, memory: 10398, top1_acc: 0.6253, top5_acc: 0.8542, loss_cls: 1.5211, loss: 1.5211, grad_norm: 3.0739 2020-10-12 03:09:06,836 - mmaction - INFO - Epoch [11][620/1253] lr: 3.000e-02, eta: 23:20:40, time: 1.268, data_time: 0.007, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8396, loss_cls: 1.5101, loss: 1.5101, grad_norm: 3.0623 2020-10-12 03:09:31,539 - mmaction - INFO - Epoch [11][640/1253] lr: 3.000e-02, eta: 23:19:31, time: 1.231, data_time: 0.004, memory: 10398, top1_acc: 0.6286, top5_acc: 0.8516, loss_cls: 1.5072, loss: 1.5072, grad_norm: 3.0131 2020-10-12 03:09:56,470 - mmaction - INFO - Epoch [11][660/1253] lr: 3.000e-02, eta: 23:18:24, time: 1.250, data_time: 0.008, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8453, loss_cls: 1.5329, loss: 1.5329, grad_norm: 3.0826 2020-10-12 03:10:22,257 - mmaction - INFO - Epoch [11][680/1253] lr: 3.000e-02, eta: 23:17:19, time: 1.288, data_time: 0.002, memory: 10398, top1_acc: 0.6130, top5_acc: 0.8378, loss_cls: 1.5514, loss: 1.5514, grad_norm: 3.0353 2020-10-12 03:10:45,728 - mmaction - INFO - Epoch [11][700/1253] lr: 3.000e-02, eta: 23:16:06, time: 1.171, data_time: 0.004, memory: 10398, top1_acc: 0.5872, top5_acc: 0.8299, loss_cls: 1.6064, loss: 1.6064, grad_norm: 3.0919 2020-10-12 03:11:11,871 - mmaction - INFO - Epoch [11][720/1253] lr: 3.000e-02, eta: 23:15:03, time: 1.312, data_time: 0.008, memory: 10398, top1_acc: 0.6341, top5_acc: 0.8477, loss_cls: 1.5064, loss: 1.5064, grad_norm: 3.0535 2020-10-12 03:11:37,306 - mmaction - INFO - Epoch [11][740/1253] lr: 3.000e-02, eta: 23:13:58, time: 1.268, data_time: 0.006, memory: 10398, top1_acc: 0.6029, top5_acc: 0.8372, loss_cls: 1.5827, loss: 1.5827, grad_norm: 3.1005 2020-10-12 03:12:01,664 - mmaction - INFO - Epoch [11][760/1253] lr: 3.000e-02, eta: 23:12:49, time: 1.217, data_time: 0.008, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8469, loss_cls: 1.4924, loss: 1.4924, grad_norm: 2.9939 2020-10-12 03:12:26,352 - mmaction - INFO - Epoch [11][780/1253] lr: 3.000e-02, eta: 23:11:41, time: 1.239, data_time: 0.007, memory: 10398, top1_acc: 0.6070, top5_acc: 0.8401, loss_cls: 1.5962, loss: 1.5962, grad_norm: 3.1256 2020-10-12 03:12:49,167 - mmaction - INFO - Epoch [11][800/1253] lr: 3.000e-02, eta: 23:10:26, time: 1.140, data_time: 0.002, memory: 10398, top1_acc: 0.6253, top5_acc: 0.8518, loss_cls: 1.5249, loss: 1.5249, grad_norm: 2.9489 2020-10-12 03:13:15,537 - mmaction - INFO - Epoch [11][820/1253] lr: 3.000e-02, eta: 23:09:25, time: 1.316, data_time: 0.004, memory: 10398, top1_acc: 0.6091, top5_acc: 0.8411, loss_cls: 1.5661, loss: 1.5661, grad_norm: 2.9912 2020-10-12 03:13:40,793 - mmaction - INFO - Epoch [11][840/1253] lr: 3.000e-02, eta: 23:08:20, time: 1.266, data_time: 0.007, memory: 10398, top1_acc: 0.6190, top5_acc: 0.8349, loss_cls: 1.5521, loss: 1.5521, grad_norm: 2.9416 2020-10-12 03:14:06,696 - mmaction - INFO - Epoch [11][860/1253] lr: 3.000e-02, eta: 23:07:17, time: 1.295, data_time: 0.002, memory: 10398, top1_acc: 0.6052, top5_acc: 0.8453, loss_cls: 1.5540, loss: 1.5540, grad_norm: 3.0763 2020-10-12 03:14:30,627 - mmaction - INFO - Epoch [11][880/1253] lr: 3.000e-02, eta: 23:06:06, time: 1.194, data_time: 0.006, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8461, loss_cls: 1.5159, loss: 1.5159, grad_norm: 2.9770 2020-10-12 03:14:54,622 - mmaction - INFO - Epoch [11][900/1253] lr: 3.000e-02, eta: 23:04:57, time: 1.203, data_time: 0.008, memory: 10398, top1_acc: 0.6172, top5_acc: 0.8471, loss_cls: 1.5475, loss: 1.5475, grad_norm: 3.0699 2020-10-12 03:15:20,631 - mmaction - INFO - Epoch [11][920/1253] lr: 3.000e-02, eta: 23:03:55, time: 1.299, data_time: 0.002, memory: 10398, top1_acc: 0.6195, top5_acc: 0.8523, loss_cls: 1.5156, loss: 1.5156, grad_norm: 3.0598 2020-10-12 03:15:45,538 - mmaction - INFO - Epoch [11][940/1253] lr: 3.000e-02, eta: 23:02:49, time: 1.245, data_time: 0.004, memory: 10398, top1_acc: 0.6091, top5_acc: 0.8375, loss_cls: 1.5720, loss: 1.5720, grad_norm: 3.1292 2020-10-12 03:16:12,062 - mmaction - INFO - Epoch [11][960/1253] lr: 3.000e-02, eta: 23:01:49, time: 1.328, data_time: 0.006, memory: 10398, top1_acc: 0.6078, top5_acc: 0.8331, loss_cls: 1.6212, loss: 1.6212, grad_norm: 3.0556 2020-10-12 03:16:37,120 - mmaction - INFO - Epoch [11][980/1253] lr: 3.000e-02, eta: 23:00:43, time: 1.250, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8401, loss_cls: 1.5334, loss: 1.5334, grad_norm: 3.0400 2020-10-12 03:17:01,851 - mmaction - INFO - Epoch [11][1000/1253] lr: 3.000e-02, eta: 22:59:37, time: 1.234, data_time: 0.007, memory: 10398, top1_acc: 0.6221, top5_acc: 0.8513, loss_cls: 1.5251, loss: 1.5251, grad_norm: 3.0336 2020-10-12 03:17:27,366 - mmaction - INFO - Epoch [11][1020/1253] lr: 3.000e-02, eta: 22:58:34, time: 1.281, data_time: 0.008, memory: 10398, top1_acc: 0.6102, top5_acc: 0.8320, loss_cls: 1.5889, loss: 1.5889, grad_norm: 3.0301 2020-10-12 03:17:50,486 - mmaction - INFO - Epoch [11][1040/1253] lr: 3.000e-02, eta: 22:57:22, time: 1.156, data_time: 0.002, memory: 10398, top1_acc: 0.6091, top5_acc: 0.8370, loss_cls: 1.5621, loss: 1.5621, grad_norm: 3.0094 2020-10-12 03:18:15,068 - mmaction - INFO - Epoch [11][1060/1253] lr: 3.000e-02, eta: 22:56:15, time: 1.228, data_time: 0.002, memory: 10398, top1_acc: 0.6073, top5_acc: 0.8352, loss_cls: 1.5813, loss: 1.5813, grad_norm: 3.1127 2020-10-12 03:18:40,952 - mmaction - INFO - Epoch [11][1080/1253] lr: 3.000e-02, eta: 22:55:13, time: 1.290, data_time: 0.007, memory: 10398, top1_acc: 0.6026, top5_acc: 0.8471, loss_cls: 1.5459, loss: 1.5459, grad_norm: 3.0447 2020-10-12 03:19:06,053 - mmaction - INFO - Epoch [11][1100/1253] lr: 3.000e-02, eta: 22:54:09, time: 1.260, data_time: 0.008, memory: 10398, top1_acc: 0.6156, top5_acc: 0.8391, loss_cls: 1.5712, loss: 1.5712, grad_norm: 3.0768 2020-10-12 03:19:33,018 - mmaction - INFO - Epoch [11][1120/1253] lr: 3.000e-02, eta: 22:53:11, time: 1.343, data_time: 0.008, memory: 10398, top1_acc: 0.6284, top5_acc: 0.8443, loss_cls: 1.5222, loss: 1.5222, grad_norm: 3.0067 2020-10-12 03:19:57,132 - mmaction - INFO - Epoch [11][1140/1253] lr: 3.000e-02, eta: 22:52:04, time: 1.212, data_time: 0.009, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8388, loss_cls: 1.5705, loss: 1.5705, grad_norm: 3.0259 2020-10-12 03:20:23,249 - mmaction - INFO - Epoch [11][1160/1253] lr: 3.000e-02, eta: 22:51:03, time: 1.306, data_time: 0.002, memory: 10398, top1_acc: 0.6141, top5_acc: 0.8404, loss_cls: 1.5380, loss: 1.5380, grad_norm: 2.9853 2020-10-12 03:20:47,307 - mmaction - INFO - Epoch [11][1180/1253] lr: 3.000e-02, eta: 22:49:56, time: 1.203, data_time: 0.002, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8419, loss_cls: 1.5351, loss: 1.5351, grad_norm: 3.0436 2020-10-12 03:21:11,467 - mmaction - INFO - Epoch [11][1200/1253] lr: 3.000e-02, eta: 22:48:48, time: 1.204, data_time: 0.006, memory: 10398, top1_acc: 0.6070, top5_acc: 0.8404, loss_cls: 1.5839, loss: 1.5839, grad_norm: 3.0033 2020-10-12 03:21:38,198 - mmaction - INFO - Epoch [11][1220/1253] lr: 3.000e-02, eta: 22:47:50, time: 1.335, data_time: 0.008, memory: 10398, top1_acc: 0.6193, top5_acc: 0.8469, loss_cls: 1.5331, loss: 1.5331, grad_norm: 2.9615 2020-10-12 03:22:02,899 - mmaction - INFO - Epoch [11][1240/1253] lr: 3.000e-02, eta: 22:46:46, time: 1.240, data_time: 0.008, memory: 10398, top1_acc: 0.6201, top5_acc: 0.8453, loss_cls: 1.5328, loss: 1.5328, grad_norm: 3.0148 2020-10-12 03:22:56,280 - mmaction - INFO - Epoch [12][20/1253] lr: 3.000e-02, eta: 22:44:51, time: 1.928, data_time: 0.866, memory: 10398, top1_acc: 0.6305, top5_acc: 0.8492, loss_cls: 1.4902, loss: 1.4902, grad_norm: 2.9575 2020-10-12 03:23:21,202 - mmaction - INFO - Epoch [12][40/1253] lr: 3.000e-02, eta: 22:43:47, time: 1.246, data_time: 0.002, memory: 10398, top1_acc: 0.6404, top5_acc: 0.8471, loss_cls: 1.4808, loss: 1.4808, grad_norm: 3.0077 2020-10-12 03:23:43,407 - mmaction - INFO - Epoch [12][60/1253] lr: 3.000e-02, eta: 22:42:33, time: 1.110, data_time: 0.002, memory: 10398, top1_acc: 0.6391, top5_acc: 0.8557, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.0780 2020-10-12 03:24:06,018 - mmaction - INFO - Epoch [12][80/1253] lr: 3.000e-02, eta: 22:41:22, time: 1.131, data_time: 0.002, memory: 10398, top1_acc: 0.6307, top5_acc: 0.8549, loss_cls: 1.4681, loss: 1.4681, grad_norm: 3.0749 2020-10-12 03:24:28,777 - mmaction - INFO - Epoch [12][100/1253] lr: 3.000e-02, eta: 22:40:10, time: 1.135, data_time: 0.005, memory: 10398, top1_acc: 0.6286, top5_acc: 0.8542, loss_cls: 1.4853, loss: 1.4853, grad_norm: 3.1190 2020-10-12 03:24:51,807 - mmaction - INFO - Epoch [12][120/1253] lr: 3.000e-02, eta: 22:39:00, time: 1.155, data_time: 0.007, memory: 10398, top1_acc: 0.6359, top5_acc: 0.8586, loss_cls: 1.4602, loss: 1.4602, grad_norm: 3.0401 2020-10-12 03:25:16,024 - mmaction - INFO - Epoch [12][140/1253] lr: 3.000e-02, eta: 22:37:54, time: 1.207, data_time: 0.002, memory: 10398, top1_acc: 0.6190, top5_acc: 0.8401, loss_cls: 1.5252, loss: 1.5252, grad_norm: 3.1650 2020-10-12 03:25:38,751 - mmaction - INFO - Epoch [12][160/1253] lr: 3.000e-02, eta: 22:36:44, time: 1.140, data_time: 0.007, memory: 10398, top1_acc: 0.6359, top5_acc: 0.8518, loss_cls: 1.4892, loss: 1.4892, grad_norm: 3.0736 2020-10-12 03:26:00,991 - mmaction - INFO - Epoch [12][180/1253] lr: 3.000e-02, eta: 22:35:31, time: 1.108, data_time: 0.008, memory: 10398, top1_acc: 0.6232, top5_acc: 0.8453, loss_cls: 1.5240, loss: 1.5240, grad_norm: 3.0728 2020-10-12 03:26:23,977 - mmaction - INFO - Epoch [12][200/1253] lr: 3.000e-02, eta: 22:34:22, time: 1.153, data_time: 0.008, memory: 10398, top1_acc: 0.6224, top5_acc: 0.8547, loss_cls: 1.4847, loss: 1.4847, grad_norm: 3.0643 2020-10-12 03:26:48,267 - mmaction - INFO - Epoch [12][220/1253] lr: 3.000e-02, eta: 22:33:17, time: 1.214, data_time: 0.002, memory: 10398, top1_acc: 0.6336, top5_acc: 0.8521, loss_cls: 1.5078, loss: 1.5078, grad_norm: 3.0927 2020-10-12 03:27:08,939 - mmaction - INFO - Epoch [12][240/1253] lr: 3.000e-02, eta: 22:31:59, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8505, loss_cls: 1.5007, loss: 1.5007, grad_norm: 3.1451 2020-10-12 03:27:34,108 - mmaction - INFO - Epoch [12][260/1253] lr: 3.000e-02, eta: 22:30:57, time: 1.257, data_time: 0.007, memory: 10398, top1_acc: 0.6167, top5_acc: 0.8370, loss_cls: 1.5802, loss: 1.5802, grad_norm: 3.1037 2020-10-12 03:27:57,144 - mmaction - INFO - Epoch [12][280/1253] lr: 3.000e-02, eta: 22:29:48, time: 1.154, data_time: 0.005, memory: 10398, top1_acc: 0.6180, top5_acc: 0.8396, loss_cls: 1.5554, loss: 1.5554, grad_norm: 2.9732 2020-10-12 03:28:18,883 - mmaction - INFO - Epoch [12][300/1253] lr: 3.000e-02, eta: 22:28:35, time: 1.086, data_time: 0.003, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8440, loss_cls: 1.5258, loss: 1.5258, grad_norm: 2.9654 2020-10-12 03:28:42,813 - mmaction - INFO - Epoch [12][320/1253] lr: 3.000e-02, eta: 22:27:29, time: 1.195, data_time: 0.006, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8443, loss_cls: 1.5188, loss: 1.5188, grad_norm: 3.0066 2020-10-12 03:29:05,804 - mmaction - INFO - Epoch [12][340/1253] lr: 3.000e-02, eta: 22:26:21, time: 1.152, data_time: 0.007, memory: 10398, top1_acc: 0.6328, top5_acc: 0.8479, loss_cls: 1.5060, loss: 1.5060, grad_norm: 3.1054 2020-10-12 03:29:27,415 - mmaction - INFO - Epoch [12][360/1253] lr: 3.000e-02, eta: 22:25:07, time: 1.080, data_time: 0.007, memory: 10398, top1_acc: 0.6148, top5_acc: 0.8466, loss_cls: 1.5403, loss: 1.5403, grad_norm: 3.0458 2020-10-12 03:29:49,423 - mmaction - INFO - Epoch [12][380/1253] lr: 3.000e-02, eta: 22:23:55, time: 1.098, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8424, loss_cls: 1.5263, loss: 1.5263, grad_norm: 3.0565 2020-10-12 03:30:13,739 - mmaction - INFO - Epoch [12][400/1253] lr: 3.000e-02, eta: 22:22:51, time: 1.214, data_time: 0.004, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8513, loss_cls: 1.4838, loss: 1.4838, grad_norm: 2.9646 2020-10-12 03:30:38,875 - mmaction - INFO - Epoch [12][420/1253] lr: 3.000e-02, eta: 22:21:51, time: 1.261, data_time: 0.007, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8547, loss_cls: 1.4822, loss: 1.4822, grad_norm: 3.1336 2020-10-12 03:31:02,714 - mmaction - INFO - Epoch [12][440/1253] lr: 3.000e-02, eta: 22:20:45, time: 1.192, data_time: 0.002, memory: 10398, top1_acc: 0.6247, top5_acc: 0.8536, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.0092 2020-10-12 03:31:24,722 - mmaction - INFO - Epoch [12][460/1253] lr: 3.000e-02, eta: 22:19:34, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.6320, top5_acc: 0.8508, loss_cls: 1.4963, loss: 1.4963, grad_norm: 3.0894 2020-10-12 03:31:48,010 - mmaction - INFO - Epoch [12][480/1253] lr: 3.000e-02, eta: 22:18:27, time: 1.166, data_time: 0.006, memory: 10398, top1_acc: 0.6318, top5_acc: 0.8461, loss_cls: 1.4811, loss: 1.4811, grad_norm: 3.0852 2020-10-12 03:32:10,034 - mmaction - INFO - Epoch [12][500/1253] lr: 3.000e-02, eta: 22:17:16, time: 1.098, data_time: 0.007, memory: 10398, top1_acc: 0.6227, top5_acc: 0.8430, loss_cls: 1.5444, loss: 1.5444, grad_norm: 3.0719 2020-10-12 03:32:33,698 - mmaction - INFO - Epoch [12][520/1253] lr: 3.000e-02, eta: 22:16:11, time: 1.187, data_time: 0.008, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8401, loss_cls: 1.5123, loss: 1.5123, grad_norm: 3.0836 2020-10-12 03:32:57,717 - mmaction - INFO - Epoch [12][540/1253] lr: 3.000e-02, eta: 22:15:07, time: 1.199, data_time: 0.003, memory: 10398, top1_acc: 0.6234, top5_acc: 0.8477, loss_cls: 1.5273, loss: 1.5273, grad_norm: 3.0773 2020-10-12 03:33:21,524 - mmaction - INFO - Epoch [12][560/1253] lr: 3.000e-02, eta: 22:14:02, time: 1.193, data_time: 0.005, memory: 10398, top1_acc: 0.6203, top5_acc: 0.8456, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.0974 2020-10-12 03:33:44,463 - mmaction - INFO - Epoch [12][580/1253] lr: 3.000e-02, eta: 22:12:55, time: 1.147, data_time: 0.002, memory: 10398, top1_acc: 0.6279, top5_acc: 0.8437, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.0808 2020-10-12 03:34:07,621 - mmaction - INFO - Epoch [12][600/1253] lr: 3.000e-02, eta: 22:11:48, time: 1.158, data_time: 0.002, memory: 10398, top1_acc: 0.6068, top5_acc: 0.8409, loss_cls: 1.5812, loss: 1.5812, grad_norm: 3.0818 2020-10-12 03:34:29,741 - mmaction - INFO - Epoch [12][620/1253] lr: 3.000e-02, eta: 22:10:38, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8518, loss_cls: 1.4925, loss: 1.4925, grad_norm: 3.0253 2020-10-12 03:34:52,830 - mmaction - INFO - Epoch [12][640/1253] lr: 3.000e-02, eta: 22:09:32, time: 1.155, data_time: 0.007, memory: 10398, top1_acc: 0.6221, top5_acc: 0.8474, loss_cls: 1.5254, loss: 1.5254, grad_norm: 3.0675 2020-10-12 03:35:15,941 - mmaction - INFO - Epoch [12][660/1253] lr: 3.000e-02, eta: 22:08:25, time: 1.156, data_time: 0.003, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8513, loss_cls: 1.5179, loss: 1.5179, grad_norm: 3.0872 2020-10-12 03:35:41,623 - mmaction - INFO - Epoch [12][680/1253] lr: 3.000e-02, eta: 22:07:28, time: 1.283, data_time: 0.009, memory: 10398, top1_acc: 0.6367, top5_acc: 0.8581, loss_cls: 1.4329, loss: 1.4329, grad_norm: 2.9107 2020-10-12 03:36:04,502 - mmaction - INFO - Epoch [12][700/1253] lr: 3.000e-02, eta: 22:06:21, time: 1.145, data_time: 0.005, memory: 10398, top1_acc: 0.6331, top5_acc: 0.8424, loss_cls: 1.4965, loss: 1.4965, grad_norm: 2.9822 2020-10-12 03:36:27,891 - mmaction - INFO - Epoch [12][720/1253] lr: 3.000e-02, eta: 22:05:16, time: 1.169, data_time: 0.006, memory: 10398, top1_acc: 0.6284, top5_acc: 0.8570, loss_cls: 1.4927, loss: 1.4927, grad_norm: 3.0351 2020-10-12 03:36:51,548 - mmaction - INFO - Epoch [12][740/1253] lr: 3.000e-02, eta: 22:04:11, time: 1.181, data_time: 0.003, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8651, loss_cls: 1.4292, loss: 1.4292, grad_norm: 3.0100 2020-10-12 03:37:14,162 - mmaction - INFO - Epoch [12][760/1253] lr: 3.000e-02, eta: 22:03:04, time: 1.133, data_time: 0.004, memory: 10398, top1_acc: 0.6180, top5_acc: 0.8471, loss_cls: 1.4871, loss: 1.4871, grad_norm: 3.0061 2020-10-12 03:37:38,276 - mmaction - INFO - Epoch [12][780/1253] lr: 3.000e-02, eta: 22:02:02, time: 1.203, data_time: 0.007, memory: 10398, top1_acc: 0.6391, top5_acc: 0.8568, loss_cls: 1.4435, loss: 1.4435, grad_norm: 3.0552 2020-10-12 03:38:01,175 - mmaction - INFO - Epoch [12][800/1253] lr: 3.000e-02, eta: 22:00:56, time: 1.147, data_time: 0.006, memory: 10398, top1_acc: 0.6117, top5_acc: 0.8461, loss_cls: 1.5354, loss: 1.5354, grad_norm: 3.0933 2020-10-12 03:38:25,228 - mmaction - INFO - Epoch [12][820/1253] lr: 3.000e-02, eta: 21:59:53, time: 1.203, data_time: 0.006, memory: 10398, top1_acc: 0.6211, top5_acc: 0.8409, loss_cls: 1.5312, loss: 1.5312, grad_norm: 3.0105 2020-10-12 03:38:48,269 - mmaction - INFO - Epoch [12][840/1253] lr: 3.000e-02, eta: 21:58:48, time: 1.151, data_time: 0.002, memory: 10398, top1_acc: 0.6320, top5_acc: 0.8542, loss_cls: 1.5051, loss: 1.5051, grad_norm: 3.0894 2020-10-12 03:39:12,284 - mmaction - INFO - Epoch [12][860/1253] lr: 3.000e-02, eta: 21:57:45, time: 1.202, data_time: 0.003, memory: 10398, top1_acc: 0.6289, top5_acc: 0.8510, loss_cls: 1.4926, loss: 1.4926, grad_norm: 3.0439 2020-10-12 03:39:35,867 - mmaction - INFO - Epoch [12][880/1253] lr: 3.000e-02, eta: 21:56:42, time: 1.177, data_time: 0.008, memory: 10398, top1_acc: 0.6141, top5_acc: 0.8378, loss_cls: 1.5926, loss: 1.5926, grad_norm: 3.0886 2020-10-12 03:39:59,133 - mmaction - INFO - Epoch [12][900/1253] lr: 3.000e-02, eta: 21:55:37, time: 1.161, data_time: 0.006, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8396, loss_cls: 1.5455, loss: 1.5455, grad_norm: 3.0078 2020-10-12 03:40:21,789 - mmaction - INFO - Epoch [12][920/1253] lr: 3.000e-02, eta: 21:54:31, time: 1.137, data_time: 0.008, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8427, loss_cls: 1.5469, loss: 1.5469, grad_norm: 3.0336 2020-10-12 03:40:45,976 - mmaction - INFO - Epoch [12][940/1253] lr: 3.000e-02, eta: 21:53:29, time: 1.203, data_time: 0.002, memory: 10398, top1_acc: 0.6109, top5_acc: 0.8385, loss_cls: 1.5776, loss: 1.5776, grad_norm: 3.0084 2020-10-12 03:41:10,337 - mmaction - INFO - Epoch [12][960/1253] lr: 3.000e-02, eta: 21:52:29, time: 1.224, data_time: 0.014, memory: 10398, top1_acc: 0.6297, top5_acc: 0.8411, loss_cls: 1.5277, loss: 1.5277, grad_norm: 3.0434 2020-10-12 03:41:32,982 - mmaction - INFO - Epoch [12][980/1253] lr: 3.000e-02, eta: 21:51:23, time: 1.131, data_time: 0.006, memory: 10398, top1_acc: 0.6094, top5_acc: 0.8437, loss_cls: 1.5488, loss: 1.5488, grad_norm: 3.0473 2020-10-12 03:41:55,592 - mmaction - INFO - Epoch [12][1000/1253] lr: 3.000e-02, eta: 21:50:17, time: 1.133, data_time: 0.007, memory: 10398, top1_acc: 0.6279, top5_acc: 0.8526, loss_cls: 1.4905, loss: 1.4905, grad_norm: 3.0687 2020-10-12 03:42:19,482 - mmaction - INFO - Epoch [12][1020/1253] lr: 3.000e-02, eta: 21:49:15, time: 1.191, data_time: 0.003, memory: 10398, top1_acc: 0.6180, top5_acc: 0.8398, loss_cls: 1.5608, loss: 1.5608, grad_norm: 3.0132 2020-10-12 03:42:42,191 - mmaction - INFO - Epoch [12][1040/1253] lr: 3.000e-02, eta: 21:48:10, time: 1.139, data_time: 0.007, memory: 10398, top1_acc: 0.6044, top5_acc: 0.8385, loss_cls: 1.5922, loss: 1.5922, grad_norm: 3.0391 2020-10-12 03:43:06,005 - mmaction - INFO - Epoch [12][1060/1253] lr: 3.000e-02, eta: 21:47:08, time: 1.190, data_time: 0.007, memory: 10398, top1_acc: 0.6268, top5_acc: 0.8448, loss_cls: 1.5273, loss: 1.5273, grad_norm: 3.0262 2020-10-12 03:43:28,646 - mmaction - INFO - Epoch [12][1080/1253] lr: 3.000e-02, eta: 21:46:02, time: 1.133, data_time: 0.003, memory: 10398, top1_acc: 0.6216, top5_acc: 0.8503, loss_cls: 1.5107, loss: 1.5107, grad_norm: 2.9963 2020-10-12 03:43:50,755 - mmaction - INFO - Epoch [12][1100/1253] lr: 3.000e-02, eta: 21:44:55, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8521, loss_cls: 1.5043, loss: 1.5043, grad_norm: 3.0171 2020-10-12 03:44:13,928 - mmaction - INFO - Epoch [12][1120/1253] lr: 3.000e-02, eta: 21:43:52, time: 1.163, data_time: 0.007, memory: 10398, top1_acc: 0.6258, top5_acc: 0.8417, loss_cls: 1.5420, loss: 1.5420, grad_norm: 2.9965 2020-10-12 03:44:37,381 - mmaction - INFO - Epoch [12][1140/1253] lr: 3.000e-02, eta: 21:42:49, time: 1.170, data_time: 0.005, memory: 10398, top1_acc: 0.6203, top5_acc: 0.8440, loss_cls: 1.5139, loss: 1.5139, grad_norm: 2.9369 2020-10-12 03:45:00,019 - mmaction - INFO - Epoch [12][1160/1253] lr: 3.000e-02, eta: 21:41:44, time: 1.131, data_time: 0.007, memory: 10398, top1_acc: 0.6216, top5_acc: 0.8490, loss_cls: 1.4964, loss: 1.4964, grad_norm: 3.0304 2020-10-12 03:45:24,737 - mmaction - INFO - Epoch [12][1180/1253] lr: 3.000e-02, eta: 21:40:46, time: 1.239, data_time: 0.007, memory: 10398, top1_acc: 0.6245, top5_acc: 0.8466, loss_cls: 1.5389, loss: 1.5389, grad_norm: 3.0776 2020-10-12 03:45:47,809 - mmaction - INFO - Epoch [12][1200/1253] lr: 3.000e-02, eta: 21:39:42, time: 1.154, data_time: 0.002, memory: 10398, top1_acc: 0.6148, top5_acc: 0.8422, loss_cls: 1.5646, loss: 1.5646, grad_norm: 3.0582 2020-10-12 03:46:11,997 - mmaction - INFO - Epoch [12][1220/1253] lr: 3.000e-02, eta: 21:38:42, time: 1.207, data_time: 0.005, memory: 10398, top1_acc: 0.6146, top5_acc: 0.8414, loss_cls: 1.5518, loss: 1.5518, grad_norm: 3.0108 2020-10-12 03:46:34,725 - mmaction - INFO - Epoch [12][1240/1253] lr: 3.000e-02, eta: 21:37:38, time: 1.136, data_time: 0.007, memory: 10398, top1_acc: 0.6331, top5_acc: 0.8596, loss_cls: 1.4665, loss: 1.4665, grad_norm: 3.0397 2020-10-12 03:47:22,536 - mmaction - INFO - Epoch [13][20/1253] lr: 3.000e-02, eta: 21:35:44, time: 1.744, data_time: 0.600, memory: 10398, top1_acc: 0.6307, top5_acc: 0.8536, loss_cls: 1.4674, loss: 1.4674, grad_norm: 3.0321 2020-10-12 03:47:45,599 - mmaction - INFO - Epoch [13][40/1253] lr: 3.000e-02, eta: 21:34:41, time: 1.153, data_time: 0.002, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8589, loss_cls: 1.4517, loss: 1.4517, grad_norm: 3.0449 2020-10-12 03:48:07,157 - mmaction - INFO - Epoch [13][60/1253] lr: 3.000e-02, eta: 21:33:33, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.6305, top5_acc: 0.8552, loss_cls: 1.4658, loss: 1.4658, grad_norm: 2.9875 2020-10-12 03:48:29,710 - mmaction - INFO - Epoch [13][80/1253] lr: 3.000e-02, eta: 21:32:29, time: 1.127, data_time: 0.008, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8505, loss_cls: 1.4554, loss: 1.4554, grad_norm: 3.0197 2020-10-12 03:48:52,200 - mmaction - INFO - Epoch [13][100/1253] lr: 3.000e-02, eta: 21:31:24, time: 1.127, data_time: 0.007, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8510, loss_cls: 1.4734, loss: 1.4734, grad_norm: 3.0784 2020-10-12 03:49:13,242 - mmaction - INFO - Epoch [13][120/1253] lr: 3.000e-02, eta: 21:30:15, time: 1.052, data_time: 0.003, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8638, loss_cls: 1.4169, loss: 1.4169, grad_norm: 2.9893 2020-10-12 03:49:34,544 - mmaction - INFO - Epoch [13][140/1253] lr: 3.000e-02, eta: 21:29:07, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8685, loss_cls: 1.4016, loss: 1.4016, grad_norm: 2.9991 2020-10-12 03:49:56,313 - mmaction - INFO - Epoch [13][160/1253] lr: 3.000e-02, eta: 21:28:01, time: 1.083, data_time: 0.008, memory: 10398, top1_acc: 0.6474, top5_acc: 0.8573, loss_cls: 1.4189, loss: 1.4189, grad_norm: 2.9556 2020-10-12 03:50:18,356 - mmaction - INFO - Epoch [13][180/1253] lr: 3.000e-02, eta: 21:26:56, time: 1.109, data_time: 0.008, memory: 10398, top1_acc: 0.6492, top5_acc: 0.8672, loss_cls: 1.3985, loss: 1.3985, grad_norm: 2.9934 2020-10-12 03:50:40,409 - mmaction - INFO - Epoch [13][200/1253] lr: 3.000e-02, eta: 21:25:50, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6310, top5_acc: 0.8549, loss_cls: 1.4696, loss: 1.4696, grad_norm: 3.0838 2020-10-12 03:51:02,117 - mmaction - INFO - Epoch [13][220/1253] lr: 3.000e-02, eta: 21:24:44, time: 1.088, data_time: 0.008, memory: 10398, top1_acc: 0.6357, top5_acc: 0.8607, loss_cls: 1.4575, loss: 1.4575, grad_norm: 3.0694 2020-10-12 03:51:24,787 - mmaction - INFO - Epoch [13][240/1253] lr: 3.000e-02, eta: 21:23:41, time: 1.133, data_time: 0.007, memory: 10398, top1_acc: 0.6232, top5_acc: 0.8573, loss_cls: 1.4937, loss: 1.4937, grad_norm: 3.1643 2020-10-12 03:51:47,517 - mmaction - INFO - Epoch [13][260/1253] lr: 3.000e-02, eta: 21:22:38, time: 1.136, data_time: 0.002, memory: 10398, top1_acc: 0.6263, top5_acc: 0.8544, loss_cls: 1.4602, loss: 1.4602, grad_norm: 3.0334 2020-10-12 03:52:07,686 - mmaction - INFO - Epoch [13][280/1253] lr: 3.000e-02, eta: 21:21:28, time: 1.009, data_time: 0.005, memory: 10398, top1_acc: 0.6339, top5_acc: 0.8539, loss_cls: 1.4842, loss: 1.4842, grad_norm: 3.0369 2020-10-12 03:52:28,628 - mmaction - INFO - Epoch [13][300/1253] lr: 3.000e-02, eta: 21:20:20, time: 1.046, data_time: 0.008, memory: 10398, top1_acc: 0.6273, top5_acc: 0.8440, loss_cls: 1.4959, loss: 1.4959, grad_norm: 3.0112 2020-10-12 03:52:51,619 - mmaction - INFO - Epoch [13][320/1253] lr: 3.000e-02, eta: 21:19:18, time: 1.151, data_time: 0.003, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8620, loss_cls: 1.4403, loss: 1.4403, grad_norm: 2.9184 2020-10-12 03:53:12,507 - mmaction - INFO - Epoch [13][340/1253] lr: 3.000e-02, eta: 21:18:10, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.6367, top5_acc: 0.8581, loss_cls: 1.4319, loss: 1.4319, grad_norm: 3.0118 2020-10-12 03:53:35,300 - mmaction - INFO - Epoch [13][360/1253] lr: 3.000e-02, eta: 21:17:08, time: 1.135, data_time: 0.002, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8635, loss_cls: 1.4478, loss: 1.4478, grad_norm: 3.1263 2020-10-12 03:53:56,566 - mmaction - INFO - Epoch [13][380/1253] lr: 3.000e-02, eta: 21:16:01, time: 1.068, data_time: 0.010, memory: 10398, top1_acc: 0.6346, top5_acc: 0.8615, loss_cls: 1.4426, loss: 1.4426, grad_norm: 3.0933 2020-10-12 03:54:17,588 - mmaction - INFO - Epoch [13][400/1253] lr: 3.000e-02, eta: 21:14:54, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.6349, top5_acc: 0.8505, loss_cls: 1.5048, loss: 1.5048, grad_norm: 3.1223 2020-10-12 03:54:39,518 - mmaction - INFO - Epoch [13][420/1253] lr: 3.000e-02, eta: 21:13:49, time: 1.093, data_time: 0.005, memory: 10398, top1_acc: 0.6245, top5_acc: 0.8396, loss_cls: 1.5433, loss: 1.5433, grad_norm: 3.1099 2020-10-12 03:55:00,132 - mmaction - INFO - Epoch [13][440/1253] lr: 3.000e-02, eta: 21:12:41, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.6297, top5_acc: 0.8549, loss_cls: 1.5089, loss: 1.5089, grad_norm: 3.0753 2020-10-12 03:55:21,467 - mmaction - INFO - Epoch [13][460/1253] lr: 3.000e-02, eta: 21:11:35, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.6276, top5_acc: 0.8487, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.0730 2020-10-12 03:55:43,607 - mmaction - INFO - Epoch [13][480/1253] lr: 3.000e-02, eta: 21:10:32, time: 1.107, data_time: 0.002, memory: 10398, top1_acc: 0.6393, top5_acc: 0.8581, loss_cls: 1.4359, loss: 1.4359, grad_norm: 3.0068 2020-10-12 03:56:06,093 - mmaction - INFO - Epoch [13][500/1253] lr: 3.000e-02, eta: 21:09:30, time: 1.124, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8503, loss_cls: 1.5033, loss: 1.5033, grad_norm: 3.0732 2020-10-12 03:56:26,901 - mmaction - INFO - Epoch [13][520/1253] lr: 3.000e-02, eta: 21:08:22, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.6424, top5_acc: 0.8596, loss_cls: 1.4266, loss: 1.4266, grad_norm: 3.0338 2020-10-12 03:56:47,851 - mmaction - INFO - Epoch [13][540/1253] lr: 3.000e-02, eta: 21:07:16, time: 1.052, data_time: 0.008, memory: 10398, top1_acc: 0.6378, top5_acc: 0.8492, loss_cls: 1.4873, loss: 1.4873, grad_norm: 3.1001 2020-10-12 03:57:09,298 - mmaction - INFO - Epoch [13][560/1253] lr: 3.000e-02, eta: 21:06:10, time: 1.068, data_time: 0.007, memory: 10398, top1_acc: 0.6206, top5_acc: 0.8516, loss_cls: 1.4908, loss: 1.4908, grad_norm: 3.1018 2020-10-12 03:57:32,054 - mmaction - INFO - Epoch [13][580/1253] lr: 3.000e-02, eta: 21:05:10, time: 1.141, data_time: 0.008, memory: 10398, top1_acc: 0.6331, top5_acc: 0.8583, loss_cls: 1.4495, loss: 1.4495, grad_norm: 3.0050 2020-10-12 03:57:54,482 - mmaction - INFO - Epoch [13][600/1253] lr: 3.000e-02, eta: 21:04:07, time: 1.118, data_time: 0.003, memory: 10398, top1_acc: 0.6221, top5_acc: 0.8500, loss_cls: 1.5054, loss: 1.5054, grad_norm: 3.0445 2020-10-12 03:58:17,000 - mmaction - INFO - Epoch [13][620/1253] lr: 3.000e-02, eta: 21:03:06, time: 1.129, data_time: 0.006, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8505, loss_cls: 1.5206, loss: 1.5206, grad_norm: 3.0851 2020-10-12 03:58:38,119 - mmaction - INFO - Epoch [13][640/1253] lr: 3.000e-02, eta: 21:02:00, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8487, loss_cls: 1.4938, loss: 1.4938, grad_norm: 3.0561 2020-10-12 03:58:59,830 - mmaction - INFO - Epoch [13][660/1253] lr: 3.000e-02, eta: 21:00:57, time: 1.087, data_time: 0.007, memory: 10398, top1_acc: 0.6247, top5_acc: 0.8539, loss_cls: 1.4891, loss: 1.4891, grad_norm: 3.1069 2020-10-12 03:59:20,482 - mmaction - INFO - Epoch [13][680/1253] lr: 3.000e-02, eta: 20:59:50, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8432, loss_cls: 1.5296, loss: 1.5296, grad_norm: 3.0735 2020-10-12 03:59:43,379 - mmaction - INFO - Epoch [13][700/1253] lr: 3.000e-02, eta: 20:58:50, time: 1.145, data_time: 0.002, memory: 10398, top1_acc: 0.6289, top5_acc: 0.8466, loss_cls: 1.4972, loss: 1.4972, grad_norm: 3.0100 2020-10-12 04:00:09,370 - mmaction - INFO - Epoch [13][720/1253] lr: 3.000e-02, eta: 20:57:59, time: 1.287, data_time: 0.007, memory: 10398, top1_acc: 0.6245, top5_acc: 0.8557, loss_cls: 1.4711, loss: 1.4711, grad_norm: 2.9785 2020-10-12 04:00:37,156 - mmaction - INFO - Epoch [13][740/1253] lr: 3.000e-02, eta: 20:57:13, time: 1.389, data_time: 0.022, memory: 10398, top1_acc: 0.6190, top5_acc: 0.8430, loss_cls: 1.5379, loss: 1.5379, grad_norm: 3.1037 2020-10-12 04:00:57,796 - mmaction - INFO - Epoch [13][760/1253] lr: 3.000e-02, eta: 20:56:08, time: 1.045, data_time: 0.027, memory: 10398, top1_acc: 0.6312, top5_acc: 0.8565, loss_cls: 1.4517, loss: 1.4517, grad_norm: 3.0241 2020-10-12 04:01:20,689 - mmaction - INFO - Epoch [13][780/1253] lr: 3.000e-02, eta: 20:55:08, time: 1.144, data_time: 0.002, memory: 10398, top1_acc: 0.6190, top5_acc: 0.8474, loss_cls: 1.5024, loss: 1.5024, grad_norm: 3.1579 2020-10-12 04:01:42,144 - mmaction - INFO - Epoch [13][800/1253] lr: 3.000e-02, eta: 20:54:04, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8445, loss_cls: 1.4961, loss: 1.4961, grad_norm: 3.0648 2020-10-12 04:02:04,939 - mmaction - INFO - Epoch [13][820/1253] lr: 3.000e-02, eta: 20:53:04, time: 1.139, data_time: 0.008, memory: 10398, top1_acc: 0.6336, top5_acc: 0.8542, loss_cls: 1.4726, loss: 1.4726, grad_norm: 3.0214 2020-10-12 04:02:26,733 - mmaction - INFO - Epoch [13][840/1253] lr: 3.000e-02, eta: 20:52:02, time: 1.090, data_time: 0.003, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8526, loss_cls: 1.4839, loss: 1.4839, grad_norm: 3.0451 2020-10-12 04:02:48,128 - mmaction - INFO - Epoch [13][860/1253] lr: 3.000e-02, eta: 20:50:58, time: 1.065, data_time: 0.003, memory: 10398, top1_acc: 0.6396, top5_acc: 0.8635, loss_cls: 1.4340, loss: 1.4340, grad_norm: 3.0555 2020-10-12 04:03:09,756 - mmaction - INFO - Epoch [13][880/1253] lr: 3.000e-02, eta: 20:49:55, time: 1.085, data_time: 0.007, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8529, loss_cls: 1.4909, loss: 1.4909, grad_norm: 3.0917 2020-10-12 04:03:32,514 - mmaction - INFO - Epoch [13][900/1253] lr: 3.000e-02, eta: 20:48:56, time: 1.139, data_time: 0.003, memory: 10398, top1_acc: 0.6299, top5_acc: 0.8453, loss_cls: 1.4922, loss: 1.4922, grad_norm: 3.0861 2020-10-12 04:03:53,453 - mmaction - INFO - Epoch [13][920/1253] lr: 3.000e-02, eta: 20:47:51, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.6135, top5_acc: 0.8430, loss_cls: 1.5420, loss: 1.5420, grad_norm: 3.0321 2020-10-12 04:04:16,062 - mmaction - INFO - Epoch [13][940/1253] lr: 3.000e-02, eta: 20:46:51, time: 1.131, data_time: 0.002, memory: 10398, top1_acc: 0.6227, top5_acc: 0.8427, loss_cls: 1.5497, loss: 1.5497, grad_norm: 3.0645 2020-10-12 04:04:37,899 - mmaction - INFO - Epoch [13][960/1253] lr: 3.000e-02, eta: 20:45:49, time: 1.089, data_time: 0.004, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8471, loss_cls: 1.5141, loss: 1.5141, grad_norm: 3.0747 2020-10-12 04:04:59,624 - mmaction - INFO - Epoch [13][980/1253] lr: 3.000e-02, eta: 20:44:47, time: 1.088, data_time: 0.007, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8560, loss_cls: 1.4838, loss: 1.4838, grad_norm: 3.0421 2020-10-12 04:05:20,793 - mmaction - INFO - Epoch [13][1000/1253] lr: 3.000e-02, eta: 20:43:44, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.6258, top5_acc: 0.8484, loss_cls: 1.5137, loss: 1.5137, grad_norm: 3.0942 2020-10-12 04:05:43,114 - mmaction - INFO - Epoch [13][1020/1253] lr: 3.000e-02, eta: 20:42:44, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.5213, loss: 1.5213, grad_norm: 3.0940 2020-10-12 04:06:04,286 - mmaction - INFO - Epoch [13][1040/1253] lr: 3.000e-02, eta: 20:41:40, time: 1.062, data_time: 0.008, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8495, loss_cls: 1.4968, loss: 1.4968, grad_norm: 3.0306 2020-10-12 04:06:25,060 - mmaction - INFO - Epoch [13][1060/1253] lr: 3.000e-02, eta: 20:40:36, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6471, top5_acc: 0.8607, loss_cls: 1.4279, loss: 1.4279, grad_norm: 2.9644 2020-10-12 04:06:48,203 - mmaction - INFO - Epoch [13][1080/1253] lr: 3.000e-02, eta: 20:39:38, time: 1.158, data_time: 0.003, memory: 10398, top1_acc: 0.6216, top5_acc: 0.8464, loss_cls: 1.5209, loss: 1.5209, grad_norm: 3.0795 2020-10-12 04:07:10,568 - mmaction - INFO - Epoch [13][1100/1253] lr: 3.000e-02, eta: 20:38:39, time: 1.118, data_time: 0.004, memory: 10398, top1_acc: 0.6266, top5_acc: 0.8534, loss_cls: 1.4872, loss: 1.4872, grad_norm: 3.0203 2020-10-12 04:07:31,141 - mmaction - INFO - Epoch [13][1120/1253] lr: 3.000e-02, eta: 20:37:34, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.6122, top5_acc: 0.8432, loss_cls: 1.5448, loss: 1.5448, grad_norm: 3.0221 2020-10-12 04:07:52,626 - mmaction - INFO - Epoch [13][1140/1253] lr: 3.000e-02, eta: 20:36:32, time: 1.077, data_time: 0.007, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8451, loss_cls: 1.5220, loss: 1.5220, grad_norm: 3.0719 2020-10-12 04:08:15,276 - mmaction - INFO - Epoch [13][1160/1253] lr: 3.000e-02, eta: 20:35:33, time: 1.134, data_time: 0.004, memory: 10398, top1_acc: 0.6422, top5_acc: 0.8542, loss_cls: 1.4724, loss: 1.4724, grad_norm: 3.0089 2020-10-12 04:08:39,350 - mmaction - INFO - Epoch [13][1180/1253] lr: 3.000e-02, eta: 20:34:39, time: 1.200, data_time: 0.006, memory: 10398, top1_acc: 0.6120, top5_acc: 0.8500, loss_cls: 1.5337, loss: 1.5337, grad_norm: 3.0342 2020-10-12 04:09:01,199 - mmaction - INFO - Epoch [13][1200/1253] lr: 3.000e-02, eta: 20:33:38, time: 1.097, data_time: 0.007, memory: 10398, top1_acc: 0.6198, top5_acc: 0.8424, loss_cls: 1.5531, loss: 1.5531, grad_norm: 3.0814 2020-10-12 04:09:23,223 - mmaction - INFO - Epoch [13][1220/1253] lr: 3.000e-02, eta: 20:32:38, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6268, top5_acc: 0.8516, loss_cls: 1.5128, loss: 1.5128, grad_norm: 3.0556 2020-10-12 04:09:45,561 - mmaction - INFO - Epoch [13][1240/1253] lr: 3.000e-02, eta: 20:31:39, time: 1.117, data_time: 0.003, memory: 10398, top1_acc: 0.6380, top5_acc: 0.8380, loss_cls: 1.5104, loss: 1.5104, grad_norm: 2.9320 2020-10-12 04:10:34,282 - mmaction - INFO - Epoch [14][20/1253] lr: 3.000e-02, eta: 20:29:57, time: 1.748, data_time: 0.724, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8560, loss_cls: 1.4248, loss: 1.4248, grad_norm: 2.9557 2020-10-12 04:10:55,870 - mmaction - INFO - Epoch [14][40/1253] lr: 3.000e-02, eta: 20:28:56, time: 1.082, data_time: 0.007, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8568, loss_cls: 1.4653, loss: 1.4653, grad_norm: 2.9851 2020-10-12 04:11:16,893 - mmaction - INFO - Epoch [14][60/1253] lr: 3.000e-02, eta: 20:27:53, time: 1.051, data_time: 0.003, memory: 10398, top1_acc: 0.6378, top5_acc: 0.8724, loss_cls: 1.4116, loss: 1.4116, grad_norm: 3.0183 2020-10-12 04:11:38,696 - mmaction - INFO - Epoch [14][80/1253] lr: 3.000e-02, eta: 20:26:53, time: 1.091, data_time: 0.007, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8583, loss_cls: 1.4194, loss: 1.4194, grad_norm: 2.9980 2020-10-12 04:11:58,974 - mmaction - INFO - Epoch [14][100/1253] lr: 3.000e-02, eta: 20:25:49, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.6563, top5_acc: 0.8612, loss_cls: 1.3974, loss: 1.3974, grad_norm: 3.0010 2020-10-12 04:12:20,314 - mmaction - INFO - Epoch [14][120/1253] lr: 3.000e-02, eta: 20:24:48, time: 1.070, data_time: 0.008, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8549, loss_cls: 1.4509, loss: 1.4509, grad_norm: 3.0098 2020-10-12 04:12:42,221 - mmaction - INFO - Epoch [14][140/1253] lr: 3.000e-02, eta: 20:23:48, time: 1.093, data_time: 0.005, memory: 10398, top1_acc: 0.6539, top5_acc: 0.8685, loss_cls: 1.3755, loss: 1.3755, grad_norm: 3.0251 2020-10-12 04:13:03,870 - mmaction - INFO - Epoch [14][160/1253] lr: 3.000e-02, eta: 20:22:48, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.6466, top5_acc: 0.8594, loss_cls: 1.4256, loss: 1.4256, grad_norm: 3.0599 2020-10-12 04:13:27,379 - mmaction - INFO - Epoch [14][180/1253] lr: 3.000e-02, eta: 20:21:53, time: 1.176, data_time: 0.007, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8565, loss_cls: 1.4131, loss: 1.4131, grad_norm: 3.0487 2020-10-12 04:13:49,230 - mmaction - INFO - Epoch [14][200/1253] lr: 3.000e-02, eta: 20:20:53, time: 1.092, data_time: 0.002, memory: 10398, top1_acc: 0.6552, top5_acc: 0.8711, loss_cls: 1.3956, loss: 1.3956, grad_norm: 3.0483 2020-10-12 04:14:10,219 - mmaction - INFO - Epoch [14][220/1253] lr: 3.000e-02, eta: 20:19:52, time: 1.050, data_time: 0.003, memory: 10398, top1_acc: 0.6432, top5_acc: 0.8664, loss_cls: 1.4178, loss: 1.4178, grad_norm: 3.0398 2020-10-12 04:14:31,130 - mmaction - INFO - Epoch [14][240/1253] lr: 3.000e-02, eta: 20:18:50, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.6346, top5_acc: 0.8578, loss_cls: 1.4228, loss: 1.4228, grad_norm: 3.0361 2020-10-12 04:14:52,455 - mmaction - INFO - Epoch [14][260/1253] lr: 3.000e-02, eta: 20:17:49, time: 1.066, data_time: 0.002, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8742, loss_cls: 1.3700, loss: 1.3700, grad_norm: 3.0486 2020-10-12 04:15:12,363 - mmaction - INFO - Epoch [14][280/1253] lr: 3.000e-02, eta: 20:16:45, time: 0.995, data_time: 0.004, memory: 10398, top1_acc: 0.6505, top5_acc: 0.8664, loss_cls: 1.3677, loss: 1.3677, grad_norm: 3.0394 2020-10-12 04:15:32,715 - mmaction - INFO - Epoch [14][300/1253] lr: 3.000e-02, eta: 20:15:41, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.6297, top5_acc: 0.8513, loss_cls: 1.4892, loss: 1.4892, grad_norm: 3.1294 2020-10-12 04:15:54,674 - mmaction - INFO - Epoch [14][320/1253] lr: 3.000e-02, eta: 20:14:43, time: 1.096, data_time: 0.002, memory: 10398, top1_acc: 0.6466, top5_acc: 0.8721, loss_cls: 1.4143, loss: 1.4143, grad_norm: 3.0621 2020-10-12 04:16:15,687 - mmaction - INFO - Epoch [14][340/1253] lr: 3.000e-02, eta: 20:13:42, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.6341, top5_acc: 0.8573, loss_cls: 1.4567, loss: 1.4567, grad_norm: 3.0842 2020-10-12 04:16:36,650 - mmaction - INFO - Epoch [14][360/1253] lr: 3.000e-02, eta: 20:12:41, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.6263, top5_acc: 0.8500, loss_cls: 1.4869, loss: 1.4869, grad_norm: 3.0993 2020-10-12 04:16:58,130 - mmaction - INFO - Epoch [14][380/1253] lr: 3.000e-02, eta: 20:11:41, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.6357, top5_acc: 0.8523, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.0040 2020-10-12 04:17:19,485 - mmaction - INFO - Epoch [14][400/1253] lr: 3.000e-02, eta: 20:10:41, time: 1.068, data_time: 0.006, memory: 10398, top1_acc: 0.6393, top5_acc: 0.8583, loss_cls: 1.4368, loss: 1.4368, grad_norm: 3.0215 2020-10-12 04:17:40,675 - mmaction - INFO - Epoch [14][420/1253] lr: 3.000e-02, eta: 20:09:41, time: 1.060, data_time: 0.003, memory: 10398, top1_acc: 0.6315, top5_acc: 0.8555, loss_cls: 1.4555, loss: 1.4555, grad_norm: 3.0699 2020-10-12 04:18:02,541 - mmaction - INFO - Epoch [14][440/1253] lr: 3.000e-02, eta: 20:08:42, time: 1.091, data_time: 0.006, memory: 10398, top1_acc: 0.6435, top5_acc: 0.8607, loss_cls: 1.4150, loss: 1.4150, grad_norm: 3.0210 2020-10-12 04:18:23,571 - mmaction - INFO - Epoch [14][460/1253] lr: 3.000e-02, eta: 20:07:42, time: 1.054, data_time: 0.009, memory: 10398, top1_acc: 0.6307, top5_acc: 0.8505, loss_cls: 1.4673, loss: 1.4673, grad_norm: 3.0188 2020-10-12 04:18:45,041 - mmaction - INFO - Epoch [14][480/1253] lr: 3.000e-02, eta: 20:06:43, time: 1.072, data_time: 0.002, memory: 10398, top1_acc: 0.6505, top5_acc: 0.8604, loss_cls: 1.4412, loss: 1.4412, grad_norm: 3.0484 2020-10-12 04:19:06,851 - mmaction - INFO - Epoch [14][500/1253] lr: 3.000e-02, eta: 20:05:44, time: 1.091, data_time: 0.007, memory: 10398, top1_acc: 0.6320, top5_acc: 0.8586, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.1090 2020-10-12 04:19:27,181 - mmaction - INFO - Epoch [14][520/1253] lr: 3.000e-02, eta: 20:04:42, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.6409, top5_acc: 0.8589, loss_cls: 1.4485, loss: 1.4485, grad_norm: 3.0280 2020-10-12 04:19:48,319 - mmaction - INFO - Epoch [14][540/1253] lr: 3.000e-02, eta: 20:03:42, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8560, loss_cls: 1.4467, loss: 1.4467, grad_norm: 2.9958 2020-10-12 04:20:10,312 - mmaction - INFO - Epoch [14][560/1253] lr: 3.000e-02, eta: 20:02:45, time: 1.101, data_time: 0.003, memory: 10398, top1_acc: 0.6211, top5_acc: 0.8568, loss_cls: 1.4816, loss: 1.4816, grad_norm: 3.0537 2020-10-12 04:20:31,086 - mmaction - INFO - Epoch [14][580/1253] lr: 3.000e-02, eta: 20:01:44, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.6188, top5_acc: 0.8497, loss_cls: 1.5124, loss: 1.5124, grad_norm: 3.0938 2020-10-12 04:20:52,292 - mmaction - INFO - Epoch [14][600/1253] lr: 3.000e-02, eta: 20:00:45, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.6263, top5_acc: 0.8536, loss_cls: 1.5017, loss: 1.5017, grad_norm: 3.0732 2020-10-12 04:21:14,173 - mmaction - INFO - Epoch [14][620/1253] lr: 3.000e-02, eta: 19:59:48, time: 1.092, data_time: 0.002, memory: 10398, top1_acc: 0.6299, top5_acc: 0.8586, loss_cls: 1.4570, loss: 1.4570, grad_norm: 3.0406 2020-10-12 04:21:35,652 - mmaction - INFO - Epoch [14][640/1253] lr: 3.000e-02, eta: 19:58:49, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.6576, top5_acc: 0.8672, loss_cls: 1.4006, loss: 1.4006, grad_norm: 3.0197 2020-10-12 04:21:56,622 - mmaction - INFO - Epoch [14][660/1253] lr: 3.000e-02, eta: 19:57:49, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.6341, top5_acc: 0.8643, loss_cls: 1.4284, loss: 1.4284, grad_norm: 3.0710 2020-10-12 04:22:17,229 - mmaction - INFO - Epoch [14][680/1253] lr: 3.000e-02, eta: 19:56:49, time: 1.031, data_time: 0.003, memory: 10398, top1_acc: 0.6487, top5_acc: 0.8622, loss_cls: 1.4029, loss: 1.4029, grad_norm: 3.0139 2020-10-12 04:22:38,920 - mmaction - INFO - Epoch [14][700/1253] lr: 3.000e-02, eta: 19:55:51, time: 1.081, data_time: 0.007, memory: 10398, top1_acc: 0.6240, top5_acc: 0.8497, loss_cls: 1.4815, loss: 1.4815, grad_norm: 3.1249 2020-10-12 04:22:59,406 - mmaction - INFO - Epoch [14][720/1253] lr: 3.000e-02, eta: 19:54:50, time: 1.028, data_time: 0.007, memory: 10398, top1_acc: 0.6232, top5_acc: 0.8451, loss_cls: 1.5122, loss: 1.5122, grad_norm: 3.0292 2020-10-12 04:23:19,504 - mmaction - INFO - Epoch [14][740/1253] lr: 3.000e-02, eta: 19:53:49, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4835, loss: 1.4835, grad_norm: 3.0181 2020-10-12 04:23:40,540 - mmaction - INFO - Epoch [14][760/1253] lr: 3.000e-02, eta: 19:52:49, time: 1.052, data_time: 0.003, memory: 10398, top1_acc: 0.6302, top5_acc: 0.8536, loss_cls: 1.4600, loss: 1.4600, grad_norm: 3.0418 2020-10-12 04:24:02,569 - mmaction - INFO - Epoch [14][780/1253] lr: 3.000e-02, eta: 19:51:53, time: 1.102, data_time: 0.003, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8544, loss_cls: 1.4390, loss: 1.4390, grad_norm: 2.9659 2020-10-12 04:24:22,702 - mmaction - INFO - Epoch [14][800/1253] lr: 3.000e-02, eta: 19:50:52, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.6534, top5_acc: 0.8633, loss_cls: 1.4130, loss: 1.4130, grad_norm: 3.0489 2020-10-12 04:24:44,584 - mmaction - INFO - Epoch [14][820/1253] lr: 3.000e-02, eta: 19:49:55, time: 1.094, data_time: 0.002, memory: 10398, top1_acc: 0.6250, top5_acc: 0.8417, loss_cls: 1.5255, loss: 1.5255, grad_norm: 3.0955 2020-10-12 04:25:05,515 - mmaction - INFO - Epoch [14][840/1253] lr: 3.000e-02, eta: 19:48:56, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8539, loss_cls: 1.4820, loss: 1.4820, grad_norm: 3.1201 2020-10-12 04:25:26,349 - mmaction - INFO - Epoch [14][860/1253] lr: 3.000e-02, eta: 19:47:57, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8570, loss_cls: 1.4692, loss: 1.4692, grad_norm: 2.9374 2020-10-12 04:25:48,430 - mmaction - INFO - Epoch [14][880/1253] lr: 3.000e-02, eta: 19:47:01, time: 1.104, data_time: 0.002, memory: 10398, top1_acc: 0.6315, top5_acc: 0.8492, loss_cls: 1.4878, loss: 1.4878, grad_norm: 3.0975 2020-10-12 04:26:08,962 - mmaction - INFO - Epoch [14][900/1253] lr: 3.000e-02, eta: 19:46:01, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.6357, top5_acc: 0.8638, loss_cls: 1.4470, loss: 1.4470, grad_norm: 3.0304 2020-10-12 04:26:29,263 - mmaction - INFO - Epoch [14][920/1253] lr: 3.000e-02, eta: 19:45:01, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.6391, top5_acc: 0.8518, loss_cls: 1.4807, loss: 1.4807, grad_norm: 2.9662 2020-10-12 04:26:51,167 - mmaction - INFO - Epoch [14][940/1253] lr: 3.000e-02, eta: 19:44:05, time: 1.094, data_time: 0.003, memory: 10398, top1_acc: 0.6440, top5_acc: 0.8602, loss_cls: 1.4346, loss: 1.4346, grad_norm: 2.9554 2020-10-12 04:27:11,568 - mmaction - INFO - Epoch [14][960/1253] lr: 3.000e-02, eta: 19:43:05, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6359, top5_acc: 0.8487, loss_cls: 1.4769, loss: 1.4769, grad_norm: 3.0510 2020-10-12 04:27:32,380 - mmaction - INFO - Epoch [14][980/1253] lr: 3.000e-02, eta: 19:42:06, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.6326, top5_acc: 0.8549, loss_cls: 1.4800, loss: 1.4800, grad_norm: 3.0386 2020-10-12 04:27:53,127 - mmaction - INFO - Epoch [14][1000/1253] lr: 3.000e-02, eta: 19:41:07, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.6289, top5_acc: 0.8563, loss_cls: 1.4632, loss: 1.4632, grad_norm: 3.0353 2020-10-12 04:28:15,639 - mmaction - INFO - Epoch [14][1020/1253] lr: 3.000e-02, eta: 19:40:13, time: 1.128, data_time: 0.004, memory: 10398, top1_acc: 0.6216, top5_acc: 0.8440, loss_cls: 1.5371, loss: 1.5371, grad_norm: 3.0699 2020-10-12 04:28:36,098 - mmaction - INFO - Epoch [14][1040/1253] lr: 3.000e-02, eta: 19:39:13, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.6516, top5_acc: 0.8633, loss_cls: 1.4230, loss: 1.4230, grad_norm: 2.9926 2020-10-12 04:28:57,590 - mmaction - INFO - Epoch [14][1060/1253] lr: 3.000e-02, eta: 19:38:17, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.6245, top5_acc: 0.8484, loss_cls: 1.5059, loss: 1.5059, grad_norm: 3.0189 2020-10-12 04:29:17,690 - mmaction - INFO - Epoch [14][1080/1253] lr: 3.000e-02, eta: 19:37:17, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.6315, top5_acc: 0.8570, loss_cls: 1.4738, loss: 1.4738, grad_norm: 3.0635 2020-10-12 04:29:39,816 - mmaction - INFO - Epoch [14][1100/1253] lr: 3.000e-02, eta: 19:36:22, time: 1.103, data_time: 0.005, memory: 10398, top1_acc: 0.6362, top5_acc: 0.8594, loss_cls: 1.4574, loss: 1.4574, grad_norm: 3.0098 2020-10-12 04:30:01,857 - mmaction - INFO - Epoch [14][1120/1253] lr: 3.000e-02, eta: 19:35:27, time: 1.103, data_time: 0.007, memory: 10398, top1_acc: 0.6362, top5_acc: 0.8521, loss_cls: 1.4456, loss: 1.4456, grad_norm: 3.0344 2020-10-12 04:30:22,279 - mmaction - INFO - Epoch [14][1140/1253] lr: 3.000e-02, eta: 19:34:28, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.6229, top5_acc: 0.8427, loss_cls: 1.5166, loss: 1.5166, grad_norm: 3.0455 2020-10-12 04:30:43,149 - mmaction - INFO - Epoch [14][1160/1253] lr: 3.000e-02, eta: 19:33:30, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8578, loss_cls: 1.4650, loss: 1.4650, grad_norm: 3.1242 2020-10-12 04:31:04,691 - mmaction - INFO - Epoch [14][1180/1253] lr: 3.000e-02, eta: 19:32:34, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8497, loss_cls: 1.5034, loss: 1.5034, grad_norm: 3.0268 2020-10-12 04:31:25,292 - mmaction - INFO - Epoch [14][1200/1253] lr: 3.000e-02, eta: 19:31:36, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.6357, top5_acc: 0.8505, loss_cls: 1.4954, loss: 1.4954, grad_norm: 2.9714 2020-10-12 04:31:47,349 - mmaction - INFO - Epoch [14][1220/1253] lr: 3.000e-02, eta: 19:30:41, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.6391, top5_acc: 0.8531, loss_cls: 1.4664, loss: 1.4664, grad_norm: 3.0352 2020-10-12 04:32:07,274 - mmaction - INFO - Epoch [14][1240/1253] lr: 3.000e-02, eta: 19:29:41, time: 1.001, data_time: 0.007, memory: 10398, top1_acc: 0.6268, top5_acc: 0.8547, loss_cls: 1.4772, loss: 1.4772, grad_norm: 3.0712 2020-10-12 04:32:53,026 - mmaction - INFO - Epoch [15][20/1253] lr: 3.000e-02, eta: 19:28:00, time: 1.603, data_time: 0.596, memory: 10398, top1_acc: 0.6380, top5_acc: 0.8516, loss_cls: 1.4545, loss: 1.4545, grad_norm: 2.9833 2020-10-12 04:33:13,540 - mmaction - INFO - Epoch [15][40/1253] lr: 3.000e-02, eta: 19:27:02, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.6443, top5_acc: 0.8615, loss_cls: 1.4180, loss: 1.4180, grad_norm: 3.0446 2020-10-12 04:33:35,855 - mmaction - INFO - Epoch [15][60/1253] lr: 3.000e-02, eta: 19:26:09, time: 1.118, data_time: 0.007, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8667, loss_cls: 1.3658, loss: 1.3658, grad_norm: 3.0042 2020-10-12 04:33:56,595 - mmaction - INFO - Epoch [15][80/1253] lr: 3.000e-02, eta: 19:25:11, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.6443, top5_acc: 0.8599, loss_cls: 1.4137, loss: 1.4137, grad_norm: 3.0045 2020-10-12 04:34:17,611 - mmaction - INFO - Epoch [15][100/1253] lr: 3.000e-02, eta: 19:24:15, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.6352, top5_acc: 0.8599, loss_cls: 1.4441, loss: 1.4441, grad_norm: 3.0608 2020-10-12 04:34:39,086 - mmaction - INFO - Epoch [15][120/1253] lr: 3.000e-02, eta: 19:23:19, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8703, loss_cls: 1.3547, loss: 1.3547, grad_norm: 2.9912 2020-10-12 04:35:00,275 - mmaction - INFO - Epoch [15][140/1253] lr: 3.000e-02, eta: 19:22:23, time: 1.064, data_time: 0.008, memory: 10398, top1_acc: 0.6565, top5_acc: 0.8620, loss_cls: 1.3948, loss: 1.3948, grad_norm: 3.0513 2020-10-12 04:35:21,751 - mmaction - INFO - Epoch [15][160/1253] lr: 3.000e-02, eta: 19:21:28, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.6513, top5_acc: 0.8693, loss_cls: 1.3783, loss: 1.3783, grad_norm: 3.0381 2020-10-12 04:35:42,093 - mmaction - INFO - Epoch [15][180/1253] lr: 3.000e-02, eta: 19:20:30, time: 1.020, data_time: 0.007, memory: 10398, top1_acc: 0.6440, top5_acc: 0.8586, loss_cls: 1.4116, loss: 1.4116, grad_norm: 2.9969 2020-10-12 04:36:04,102 - mmaction - INFO - Epoch [15][200/1253] lr: 3.000e-02, eta: 19:19:36, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.6518, top5_acc: 0.8615, loss_cls: 1.4022, loss: 1.4022, grad_norm: 3.0544 2020-10-12 04:36:26,700 - mmaction - INFO - Epoch [15][220/1253] lr: 3.000e-02, eta: 19:18:44, time: 1.134, data_time: 0.007, memory: 10398, top1_acc: 0.6510, top5_acc: 0.8620, loss_cls: 1.3993, loss: 1.3993, grad_norm: 3.0587 2020-10-12 04:36:46,750 - mmaction - INFO - Epoch [15][240/1253] lr: 3.000e-02, eta: 19:17:45, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.6419, top5_acc: 0.8615, loss_cls: 1.4178, loss: 1.4178, grad_norm: 3.0384 2020-10-12 04:37:07,594 - mmaction - INFO - Epoch [15][260/1253] lr: 3.000e-02, eta: 19:16:49, time: 1.043, data_time: 0.003, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8565, loss_cls: 1.4180, loss: 1.4180, grad_norm: 3.0994 2020-10-12 04:37:29,944 - mmaction - INFO - Epoch [15][280/1253] lr: 3.000e-02, eta: 19:15:56, time: 1.117, data_time: 0.006, memory: 10398, top1_acc: 0.6352, top5_acc: 0.8573, loss_cls: 1.4556, loss: 1.4556, grad_norm: 3.1062 2020-10-12 04:37:50,009 - mmaction - INFO - Epoch [15][300/1253] lr: 3.000e-02, eta: 19:14:58, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.6380, top5_acc: 0.8615, loss_cls: 1.4202, loss: 1.4202, grad_norm: 3.0030 2020-10-12 04:38:11,088 - mmaction - INFO - Epoch [15][320/1253] lr: 3.000e-02, eta: 19:14:02, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.6466, top5_acc: 0.8609, loss_cls: 1.4194, loss: 1.4194, grad_norm: 3.0841 2020-10-12 04:38:32,737 - mmaction - INFO - Epoch [15][340/1253] lr: 3.000e-02, eta: 19:13:08, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.6339, top5_acc: 0.8523, loss_cls: 1.4707, loss: 1.4707, grad_norm: 3.0968 2020-10-12 04:38:53,420 - mmaction - INFO - Epoch [15][360/1253] lr: 3.000e-02, eta: 19:12:12, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6289, top5_acc: 0.8484, loss_cls: 1.4804, loss: 1.4804, grad_norm: 3.0492 2020-10-12 04:39:14,211 - mmaction - INFO - Epoch [15][380/1253] lr: 3.000e-02, eta: 19:11:16, time: 1.040, data_time: 0.003, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8643, loss_cls: 1.4035, loss: 1.4035, grad_norm: 2.9732 2020-10-12 04:39:35,680 - mmaction - INFO - Epoch [15][400/1253] lr: 3.000e-02, eta: 19:10:21, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8615, loss_cls: 1.4274, loss: 1.4274, grad_norm: 3.0287 2020-10-12 04:39:57,046 - mmaction - INFO - Epoch [15][420/1253] lr: 3.000e-02, eta: 19:09:27, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8536, loss_cls: 1.4427, loss: 1.4427, grad_norm: 3.1324 2020-10-12 04:40:17,605 - mmaction - INFO - Epoch [15][440/1253] lr: 3.000e-02, eta: 19:08:30, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.6414, top5_acc: 0.8503, loss_cls: 1.4731, loss: 1.4731, grad_norm: 3.0721 2020-10-12 04:40:38,404 - mmaction - INFO - Epoch [15][460/1253] lr: 3.000e-02, eta: 19:07:34, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.6341, top5_acc: 0.8594, loss_cls: 1.4368, loss: 1.4368, grad_norm: 3.0314 2020-10-12 04:40:59,277 - mmaction - INFO - Epoch [15][480/1253] lr: 3.000e-02, eta: 19:06:39, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8622, loss_cls: 1.4176, loss: 1.4176, grad_norm: 3.0380 2020-10-12 04:41:19,989 - mmaction - INFO - Epoch [15][500/1253] lr: 3.000e-02, eta: 19:05:43, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.6430, top5_acc: 0.8562, loss_cls: 1.4474, loss: 1.4474, grad_norm: 3.1493 2020-10-12 04:41:40,423 - mmaction - INFO - Epoch [15][520/1253] lr: 3.000e-02, eta: 19:04:47, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.6398, top5_acc: 0.8557, loss_cls: 1.4418, loss: 1.4418, grad_norm: 3.0697 2020-10-12 04:42:01,481 - mmaction - INFO - Epoch [15][540/1253] lr: 3.000e-02, eta: 19:03:52, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.6453, top5_acc: 0.8557, loss_cls: 1.4381, loss: 1.4381, grad_norm: 3.0522 2020-10-12 04:42:23,107 - mmaction - INFO - Epoch [15][560/1253] lr: 3.000e-02, eta: 19:02:59, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.6307, top5_acc: 0.8461, loss_cls: 1.4845, loss: 1.4845, grad_norm: 3.0749 2020-10-12 04:42:44,225 - mmaction - INFO - Epoch [15][580/1253] lr: 3.000e-02, eta: 19:02:04, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6281, top5_acc: 0.8596, loss_cls: 1.4695, loss: 1.4695, grad_norm: 3.1034 2020-10-12 04:43:07,571 - mmaction - INFO - Epoch [15][600/1253] lr: 3.000e-02, eta: 19:01:15, time: 1.165, data_time: 0.006, memory: 10398, top1_acc: 0.6328, top5_acc: 0.8578, loss_cls: 1.4551, loss: 1.4551, grad_norm: 3.1073 2020-10-12 04:43:27,801 - mmaction - INFO - Epoch [15][620/1253] lr: 3.000e-02, eta: 19:00:18, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8633, loss_cls: 1.4477, loss: 1.4477, grad_norm: 3.0369 2020-10-12 04:43:48,900 - mmaction - INFO - Epoch [15][640/1253] lr: 3.000e-02, eta: 18:59:24, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.6422, top5_acc: 0.8518, loss_cls: 1.4533, loss: 1.4533, grad_norm: 3.0111 2020-10-12 04:44:09,720 - mmaction - INFO - Epoch [15][660/1253] lr: 3.000e-02, eta: 18:58:29, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.6477, top5_acc: 0.8620, loss_cls: 1.4194, loss: 1.4194, grad_norm: 2.9917 2020-10-12 04:44:30,345 - mmaction - INFO - Epoch [15][680/1253] lr: 3.000e-02, eta: 18:57:34, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.6370, top5_acc: 0.8583, loss_cls: 1.4418, loss: 1.4418, grad_norm: 3.0466 2020-10-12 04:44:50,789 - mmaction - INFO - Epoch [15][700/1253] lr: 3.000e-02, eta: 18:56:38, time: 1.019, data_time: 0.007, memory: 10398, top1_acc: 0.6297, top5_acc: 0.8615, loss_cls: 1.4547, loss: 1.4547, grad_norm: 3.0605 2020-10-12 04:45:12,789 - mmaction - INFO - Epoch [15][720/1253] lr: 3.000e-02, eta: 18:55:46, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6453, top5_acc: 0.8685, loss_cls: 1.4331, loss: 1.4331, grad_norm: 3.1476 2020-10-12 04:45:34,493 - mmaction - INFO - Epoch [15][740/1253] lr: 3.000e-02, eta: 18:54:53, time: 1.089, data_time: 0.007, memory: 10398, top1_acc: 0.6513, top5_acc: 0.8635, loss_cls: 1.3942, loss: 1.3942, grad_norm: 3.0597 2020-10-12 04:45:55,338 - mmaction - INFO - Epoch [15][760/1253] lr: 3.000e-02, eta: 18:53:59, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.6260, top5_acc: 0.8414, loss_cls: 1.5173, loss: 1.5173, grad_norm: 3.1123 2020-10-12 04:46:16,294 - mmaction - INFO - Epoch [15][780/1253] lr: 3.000e-02, eta: 18:53:05, time: 1.050, data_time: 0.004, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8638, loss_cls: 1.4033, loss: 1.4033, grad_norm: 2.9811 2020-10-12 04:46:36,971 - mmaction - INFO - Epoch [15][800/1253] lr: 3.000e-02, eta: 18:52:10, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.6318, top5_acc: 0.8563, loss_cls: 1.4675, loss: 1.4675, grad_norm: 3.0393 2020-10-12 04:46:58,637 - mmaction - INFO - Epoch [15][820/1253] lr: 3.000e-02, eta: 18:51:17, time: 1.083, data_time: 0.008, memory: 10398, top1_acc: 0.6365, top5_acc: 0.8557, loss_cls: 1.4579, loss: 1.4579, grad_norm: 3.0482 2020-10-12 04:47:19,426 - mmaction - INFO - Epoch [15][840/1253] lr: 3.000e-02, eta: 18:50:23, time: 1.042, data_time: 0.007, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8521, loss_cls: 1.4778, loss: 1.4778, grad_norm: 3.0608 2020-10-12 04:47:40,335 - mmaction - INFO - Epoch [15][860/1253] lr: 3.000e-02, eta: 18:49:29, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.6341, top5_acc: 0.8685, loss_cls: 1.4352, loss: 1.4352, grad_norm: 3.0415 2020-10-12 04:48:02,065 - mmaction - INFO - Epoch [15][880/1253] lr: 3.000e-02, eta: 18:48:37, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8740, loss_cls: 1.4004, loss: 1.4004, grad_norm: 2.9703 2020-10-12 04:48:22,404 - mmaction - INFO - Epoch [15][900/1253] lr: 3.000e-02, eta: 18:47:42, time: 1.015, data_time: 0.009, memory: 10398, top1_acc: 0.6432, top5_acc: 0.8633, loss_cls: 1.4399, loss: 1.4399, grad_norm: 3.0604 2020-10-12 04:48:44,937 - mmaction - INFO - Epoch [15][920/1253] lr: 3.000e-02, eta: 18:46:52, time: 1.128, data_time: 0.004, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8589, loss_cls: 1.4093, loss: 1.4093, grad_norm: 2.9754 2020-10-12 04:49:05,816 - mmaction - INFO - Epoch [15][940/1253] lr: 3.000e-02, eta: 18:45:58, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.6307, top5_acc: 0.8552, loss_cls: 1.4702, loss: 1.4702, grad_norm: 3.0457 2020-10-12 04:49:27,467 - mmaction - INFO - Epoch [15][960/1253] lr: 3.000e-02, eta: 18:45:06, time: 1.083, data_time: 0.007, memory: 10398, top1_acc: 0.6440, top5_acc: 0.8594, loss_cls: 1.4201, loss: 1.4201, grad_norm: 2.9879 2020-10-12 04:49:48,284 - mmaction - INFO - Epoch [15][980/1253] lr: 3.000e-02, eta: 18:44:12, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.6323, top5_acc: 0.8565, loss_cls: 1.4732, loss: 1.4732, grad_norm: 2.9928 2020-10-12 04:50:09,361 - mmaction - INFO - Epoch [15][1000/1253] lr: 3.000e-02, eta: 18:43:19, time: 1.054, data_time: 0.003, memory: 10398, top1_acc: 0.6247, top5_acc: 0.8531, loss_cls: 1.5025, loss: 1.5025, grad_norm: 3.0942 2020-10-12 04:50:29,851 - mmaction - INFO - Epoch [15][1020/1253] lr: 3.000e-02, eta: 18:42:25, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8581, loss_cls: 1.4105, loss: 1.4105, grad_norm: 3.0688 2020-10-12 04:50:51,573 - mmaction - INFO - Epoch [15][1040/1253] lr: 3.000e-02, eta: 18:41:33, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.6216, top5_acc: 0.8492, loss_cls: 1.5180, loss: 1.5180, grad_norm: 3.0531 2020-10-12 04:51:12,884 - mmaction - INFO - Epoch [15][1060/1253] lr: 3.000e-02, eta: 18:40:41, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.6456, top5_acc: 0.8646, loss_cls: 1.4350, loss: 1.4350, grad_norm: 3.0111 2020-10-12 04:51:34,872 - mmaction - INFO - Epoch [15][1080/1253] lr: 3.000e-02, eta: 18:39:50, time: 1.099, data_time: 0.006, memory: 10398, top1_acc: 0.6404, top5_acc: 0.8570, loss_cls: 1.4541, loss: 1.4541, grad_norm: 3.0627 2020-10-12 04:51:56,575 - mmaction - INFO - Epoch [15][1100/1253] lr: 3.000e-02, eta: 18:38:58, time: 1.086, data_time: 0.007, memory: 10398, top1_acc: 0.6310, top5_acc: 0.8469, loss_cls: 1.5088, loss: 1.5088, grad_norm: 3.1043 2020-10-12 04:52:17,065 - mmaction - INFO - Epoch [15][1120/1253] lr: 3.000e-02, eta: 18:38:04, time: 1.026, data_time: 0.003, memory: 10398, top1_acc: 0.6310, top5_acc: 0.8503, loss_cls: 1.4935, loss: 1.4935, grad_norm: 3.0046 2020-10-12 04:52:38,677 - mmaction - INFO - Epoch [15][1140/1253] lr: 3.000e-02, eta: 18:37:13, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8581, loss_cls: 1.4182, loss: 1.4182, grad_norm: 3.0087 2020-10-12 04:53:00,230 - mmaction - INFO - Epoch [15][1160/1253] lr: 3.000e-02, eta: 18:36:21, time: 1.080, data_time: 0.008, memory: 10398, top1_acc: 0.6406, top5_acc: 0.8576, loss_cls: 1.4595, loss: 1.4595, grad_norm: 3.0655 2020-10-12 04:53:20,944 - mmaction - INFO - Epoch [15][1180/1253] lr: 3.000e-02, eta: 18:35:28, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8622, loss_cls: 1.4059, loss: 1.4059, grad_norm: 3.0136 2020-10-12 04:53:42,890 - mmaction - INFO - Epoch [15][1200/1253] lr: 3.000e-02, eta: 18:34:38, time: 1.099, data_time: 0.004, memory: 10398, top1_acc: 0.6419, top5_acc: 0.8539, loss_cls: 1.4505, loss: 1.4505, grad_norm: 3.0354 2020-10-12 04:54:04,300 - mmaction - INFO - Epoch [15][1220/1253] lr: 3.000e-02, eta: 18:33:46, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.6367, top5_acc: 0.8617, loss_cls: 1.4624, loss: 1.4624, grad_norm: 3.0838 2020-10-12 04:54:26,252 - mmaction - INFO - Epoch [15][1240/1253] lr: 3.000e-02, eta: 18:32:56, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8432, loss_cls: 1.4711, loss: 1.4711, grad_norm: 3.0680 2020-10-12 04:54:39,328 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-12 04:55:09,955 - mmaction - INFO - Epoch [16][20/1253] lr: 3.000e-02, eta: 18:31:18, time: 1.497, data_time: 0.540, memory: 10398, top1_acc: 0.6578, top5_acc: 0.8714, loss_cls: 1.3614, loss: 1.3614, grad_norm: 3.0033 2020-10-12 04:55:29,865 - mmaction - INFO - Epoch [16][40/1253] lr: 3.000e-02, eta: 18:30:23, time: 0.996, data_time: 0.002, memory: 10398, top1_acc: 0.6620, top5_acc: 0.8690, loss_cls: 1.3499, loss: 1.3499, grad_norm: 2.9639 2020-10-12 04:55:50,714 - mmaction - INFO - Epoch [16][60/1253] lr: 3.000e-02, eta: 18:29:31, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.6523, top5_acc: 0.8672, loss_cls: 1.3862, loss: 1.3862, grad_norm: 2.9780 2020-10-12 04:56:12,348 - mmaction - INFO - Epoch [16][80/1253] lr: 3.000e-02, eta: 18:28:40, time: 1.083, data_time: 0.003, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8643, loss_cls: 1.3780, loss: 1.3780, grad_norm: 3.0606 2020-10-12 04:56:33,268 - mmaction - INFO - Epoch [16][100/1253] lr: 3.000e-02, eta: 18:27:48, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.6461, top5_acc: 0.8625, loss_cls: 1.4034, loss: 1.4034, grad_norm: 3.0392 2020-10-12 04:56:54,745 - mmaction - INFO - Epoch [16][120/1253] lr: 3.000e-02, eta: 18:26:57, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.6607, top5_acc: 0.8807, loss_cls: 1.3032, loss: 1.3032, grad_norm: 3.0042 2020-10-12 04:57:16,793 - mmaction - INFO - Epoch [16][140/1253] lr: 3.000e-02, eta: 18:26:07, time: 1.105, data_time: 0.004, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8643, loss_cls: 1.3976, loss: 1.3976, grad_norm: 3.0376 2020-10-12 04:57:37,008 - mmaction - INFO - Epoch [16][160/1253] lr: 3.000e-02, eta: 18:25:13, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.6388, top5_acc: 0.8563, loss_cls: 1.4327, loss: 1.4327, grad_norm: 3.0722 2020-10-12 04:57:58,450 - mmaction - INFO - Epoch [16][180/1253] lr: 3.000e-02, eta: 18:24:22, time: 1.074, data_time: 0.008, memory: 10398, top1_acc: 0.6552, top5_acc: 0.8766, loss_cls: 1.3506, loss: 1.3506, grad_norm: 3.0551 2020-10-12 04:58:20,746 - mmaction - INFO - Epoch [16][200/1253] lr: 3.000e-02, eta: 18:23:34, time: 1.116, data_time: 0.006, memory: 10398, top1_acc: 0.6503, top5_acc: 0.8680, loss_cls: 1.3844, loss: 1.3844, grad_norm: 3.0863 2020-10-12 04:58:42,792 - mmaction - INFO - Epoch [16][220/1253] lr: 3.000e-02, eta: 18:22:44, time: 1.103, data_time: 0.003, memory: 10398, top1_acc: 0.6510, top5_acc: 0.8573, loss_cls: 1.4008, loss: 1.4008, grad_norm: 3.0308 2020-10-12 04:59:03,476 - mmaction - INFO - Epoch [16][240/1253] lr: 3.000e-02, eta: 18:21:52, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.6440, top5_acc: 0.8609, loss_cls: 1.4163, loss: 1.4163, grad_norm: 3.0739 2020-10-12 04:59:24,797 - mmaction - INFO - Epoch [16][260/1253] lr: 3.000e-02, eta: 18:21:01, time: 1.069, data_time: 0.011, memory: 10398, top1_acc: 0.6271, top5_acc: 0.8453, loss_cls: 1.4768, loss: 1.4768, grad_norm: 3.1464 2020-10-12 04:59:46,519 - mmaction - INFO - Epoch [16][280/1253] lr: 3.000e-02, eta: 18:20:11, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8701, loss_cls: 1.3663, loss: 1.3663, grad_norm: 3.0181 2020-10-12 05:00:09,251 - mmaction - INFO - Epoch [16][300/1253] lr: 3.000e-02, eta: 18:19:23, time: 1.133, data_time: 0.008, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8758, loss_cls: 1.3488, loss: 1.3488, grad_norm: 3.0208 2020-10-12 05:00:34,736 - mmaction - INFO - Epoch [16][320/1253] lr: 3.000e-02, eta: 18:18:42, time: 1.265, data_time: 0.008, memory: 10398, top1_acc: 0.6646, top5_acc: 0.8771, loss_cls: 1.3270, loss: 1.3270, grad_norm: 3.0319 2020-10-12 05:00:55,966 - mmaction - INFO - Epoch [16][340/1253] lr: 3.000e-02, eta: 18:17:51, time: 1.071, data_time: 0.024, memory: 10398, top1_acc: 0.6518, top5_acc: 0.8682, loss_cls: 1.3759, loss: 1.3759, grad_norm: 3.0766 2020-10-12 05:01:17,295 - mmaction - INFO - Epoch [16][360/1253] lr: 3.000e-02, eta: 18:17:01, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.6419, top5_acc: 0.8672, loss_cls: 1.4236, loss: 1.4236, grad_norm: 3.0762 2020-10-12 05:01:39,242 - mmaction - INFO - Epoch [16][380/1253] lr: 3.000e-02, eta: 18:16:12, time: 1.095, data_time: 0.005, memory: 10398, top1_acc: 0.6453, top5_acc: 0.8656, loss_cls: 1.3890, loss: 1.3890, grad_norm: 3.1267 2020-10-12 05:02:00,354 - mmaction - INFO - Epoch [16][400/1253] lr: 3.000e-02, eta: 18:15:21, time: 1.058, data_time: 0.008, memory: 10398, top1_acc: 0.6581, top5_acc: 0.8669, loss_cls: 1.3876, loss: 1.3876, grad_norm: 3.0518 2020-10-12 05:02:21,951 - mmaction - INFO - Epoch [16][420/1253] lr: 3.000e-02, eta: 18:14:31, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.6529, top5_acc: 0.8625, loss_cls: 1.4216, loss: 1.4216, grad_norm: 3.0467 2020-10-12 05:02:43,333 - mmaction - INFO - Epoch [16][440/1253] lr: 3.000e-02, eta: 18:13:41, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.6526, top5_acc: 0.8693, loss_cls: 1.3923, loss: 1.3923, grad_norm: 3.0611 2020-10-12 05:03:03,971 - mmaction - INFO - Epoch [16][460/1253] lr: 3.000e-02, eta: 18:12:49, time: 1.032, data_time: 0.008, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8510, loss_cls: 1.4383, loss: 1.4383, grad_norm: 3.0281 2020-10-12 05:03:26,335 - mmaction - INFO - Epoch [16][480/1253] lr: 3.000e-02, eta: 18:12:01, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.6487, top5_acc: 0.8560, loss_cls: 1.4372, loss: 1.4372, grad_norm: 3.0583 2020-10-12 05:03:47,145 - mmaction - INFO - Epoch [16][500/1253] lr: 3.000e-02, eta: 18:11:10, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8602, loss_cls: 1.4384, loss: 1.4384, grad_norm: 3.1072 2020-10-12 05:04:08,295 - mmaction - INFO - Epoch [16][520/1253] lr: 3.000e-02, eta: 18:10:19, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.6422, top5_acc: 0.8578, loss_cls: 1.4366, loss: 1.4366, grad_norm: 3.0712 2020-10-12 05:04:30,711 - mmaction - INFO - Epoch [16][540/1253] lr: 3.000e-02, eta: 18:09:31, time: 1.119, data_time: 0.006, memory: 10398, top1_acc: 0.6484, top5_acc: 0.8628, loss_cls: 1.3927, loss: 1.3927, grad_norm: 3.0356 2020-10-12 05:04:52,140 - mmaction - INFO - Epoch [16][560/1253] lr: 3.000e-02, eta: 18:08:42, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.6328, top5_acc: 0.8521, loss_cls: 1.4590, loss: 1.4590, grad_norm: 3.0754 2020-10-12 05:05:13,616 - mmaction - INFO - Epoch [16][580/1253] lr: 3.000e-02, eta: 18:07:52, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8615, loss_cls: 1.4222, loss: 1.4222, grad_norm: 3.0798 2020-10-12 05:05:34,728 - mmaction - INFO - Epoch [16][600/1253] lr: 3.000e-02, eta: 18:07:02, time: 1.056, data_time: 0.004, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8604, loss_cls: 1.4052, loss: 1.4052, grad_norm: 3.0443 2020-10-12 05:05:56,050 - mmaction - INFO - Epoch [16][620/1253] lr: 3.000e-02, eta: 18:06:12, time: 1.067, data_time: 0.006, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8635, loss_cls: 1.4014, loss: 1.4014, grad_norm: 3.0879 2020-10-12 05:06:18,079 - mmaction - INFO - Epoch [16][640/1253] lr: 3.000e-02, eta: 18:05:24, time: 1.102, data_time: 0.004, memory: 10398, top1_acc: 0.6458, top5_acc: 0.8604, loss_cls: 1.3979, loss: 1.3979, grad_norm: 3.0586 2020-10-12 05:06:39,063 - mmaction - INFO - Epoch [16][660/1253] lr: 3.000e-02, eta: 18:04:33, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.6424, top5_acc: 0.8596, loss_cls: 1.4197, loss: 1.4197, grad_norm: 3.0929 2020-10-12 05:07:00,327 - mmaction - INFO - Epoch [16][680/1253] lr: 3.000e-02, eta: 18:03:43, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8656, loss_cls: 1.4345, loss: 1.4345, grad_norm: 3.1875 2020-10-12 05:07:20,820 - mmaction - INFO - Epoch [16][700/1253] lr: 3.000e-02, eta: 18:02:52, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.6430, top5_acc: 0.8622, loss_cls: 1.4190, loss: 1.4190, grad_norm: 3.0625 2020-10-12 05:07:42,654 - mmaction - INFO - Epoch [16][720/1253] lr: 3.000e-02, eta: 18:02:04, time: 1.092, data_time: 0.003, memory: 10398, top1_acc: 0.6414, top5_acc: 0.8565, loss_cls: 1.4508, loss: 1.4508, grad_norm: 3.1204 2020-10-12 05:08:04,467 - mmaction - INFO - Epoch [16][740/1253] lr: 3.000e-02, eta: 18:01:15, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.6557, top5_acc: 0.8568, loss_cls: 1.4104, loss: 1.4104, grad_norm: 3.0608 2020-10-12 05:08:25,330 - mmaction - INFO - Epoch [16][760/1253] lr: 3.000e-02, eta: 18:00:25, time: 1.046, data_time: 0.008, memory: 10398, top1_acc: 0.6292, top5_acc: 0.8568, loss_cls: 1.4659, loss: 1.4659, grad_norm: 3.0751 2020-10-12 05:08:47,061 - mmaction - INFO - Epoch [16][780/1253] lr: 3.000e-02, eta: 17:59:36, time: 1.087, data_time: 0.002, memory: 10398, top1_acc: 0.6432, top5_acc: 0.8641, loss_cls: 1.4167, loss: 1.4167, grad_norm: 3.1215 2020-10-12 05:09:08,520 - mmaction - INFO - Epoch [16][800/1253] lr: 3.000e-02, eta: 17:58:47, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.6232, top5_acc: 0.8591, loss_cls: 1.4898, loss: 1.4898, grad_norm: 3.1557 2020-10-12 05:09:30,362 - mmaction - INFO - Epoch [16][820/1253] lr: 3.000e-02, eta: 17:57:59, time: 1.094, data_time: 0.004, memory: 10398, top1_acc: 0.6286, top5_acc: 0.8602, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.0552 2020-10-12 05:09:51,231 - mmaction - INFO - Epoch [16][840/1253] lr: 3.000e-02, eta: 17:57:09, time: 1.041, data_time: 0.003, memory: 10398, top1_acc: 0.6242, top5_acc: 0.8495, loss_cls: 1.4929, loss: 1.4929, grad_norm: 3.1426 2020-10-12 05:10:12,675 - mmaction - INFO - Epoch [16][860/1253] lr: 3.000e-02, eta: 17:56:20, time: 1.072, data_time: 0.004, memory: 10398, top1_acc: 0.6518, top5_acc: 0.8581, loss_cls: 1.4111, loss: 1.4111, grad_norm: 2.9890 2020-10-12 05:10:33,985 - mmaction - INFO - Epoch [16][880/1253] lr: 3.000e-02, eta: 17:55:31, time: 1.068, data_time: 0.008, memory: 10398, top1_acc: 0.6625, top5_acc: 0.8628, loss_cls: 1.3874, loss: 1.3874, grad_norm: 2.9979 2020-10-12 05:10:55,729 - mmaction - INFO - Epoch [16][900/1253] lr: 3.000e-02, eta: 17:54:43, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.6391, top5_acc: 0.8586, loss_cls: 1.4305, loss: 1.4305, grad_norm: 3.0175 2020-10-12 05:11:16,436 - mmaction - INFO - Epoch [16][920/1253] lr: 3.000e-02, eta: 17:53:53, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.6456, top5_acc: 0.8654, loss_cls: 1.4218, loss: 1.4218, grad_norm: 3.0698 2020-10-12 05:11:38,274 - mmaction - INFO - Epoch [16][940/1253] lr: 3.000e-02, eta: 17:53:05, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.6333, top5_acc: 0.8534, loss_cls: 1.4636, loss: 1.4636, grad_norm: 3.0418 2020-10-12 05:12:00,385 - mmaction - INFO - Epoch [16][960/1253] lr: 3.000e-02, eta: 17:52:17, time: 1.104, data_time: 0.003, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8495, loss_cls: 1.4622, loss: 1.4622, grad_norm: 3.0470 2020-10-12 05:12:22,292 - mmaction - INFO - Epoch [16][980/1253] lr: 3.000e-02, eta: 17:51:30, time: 1.097, data_time: 0.006, memory: 10398, top1_acc: 0.6557, top5_acc: 0.8628, loss_cls: 1.4351, loss: 1.4351, grad_norm: 3.0846 2020-10-12 05:12:44,272 - mmaction - INFO - Epoch [16][1000/1253] lr: 3.000e-02, eta: 17:50:43, time: 1.099, data_time: 0.002, memory: 10398, top1_acc: 0.6339, top5_acc: 0.8549, loss_cls: 1.4542, loss: 1.4542, grad_norm: 3.1254 2020-10-12 05:13:05,427 - mmaction - INFO - Epoch [16][1020/1253] lr: 3.000e-02, eta: 17:49:54, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.6516, top5_acc: 0.8615, loss_cls: 1.4008, loss: 1.4008, grad_norm: 2.9988 2020-10-12 05:13:26,387 - mmaction - INFO - Epoch [16][1040/1253] lr: 3.000e-02, eta: 17:49:04, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8680, loss_cls: 1.4169, loss: 1.4169, grad_norm: 3.1479 2020-10-12 05:13:48,237 - mmaction - INFO - Epoch [16][1060/1253] lr: 3.000e-02, eta: 17:48:17, time: 1.091, data_time: 0.002, memory: 10398, top1_acc: 0.6367, top5_acc: 0.8602, loss_cls: 1.4454, loss: 1.4454, grad_norm: 3.0570 2020-10-12 05:14:09,694 - mmaction - INFO - Epoch [16][1080/1253] lr: 3.000e-02, eta: 17:47:29, time: 1.074, data_time: 0.003, memory: 10398, top1_acc: 0.6451, top5_acc: 0.8664, loss_cls: 1.3909, loss: 1.3909, grad_norm: 3.0816 2020-10-12 05:14:29,946 - mmaction - INFO - Epoch [16][1100/1253] lr: 3.000e-02, eta: 17:46:38, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.6380, top5_acc: 0.8510, loss_cls: 1.4717, loss: 1.4717, grad_norm: 3.1073 2020-10-12 05:14:50,879 - mmaction - INFO - Epoch [16][1120/1253] lr: 3.000e-02, eta: 17:45:48, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8607, loss_cls: 1.4322, loss: 1.4322, grad_norm: 3.0099 2020-10-12 05:15:12,650 - mmaction - INFO - Epoch [16][1140/1253] lr: 3.000e-02, eta: 17:45:01, time: 1.089, data_time: 0.005, memory: 10398, top1_acc: 0.6534, top5_acc: 0.8542, loss_cls: 1.4183, loss: 1.4183, grad_norm: 3.0345 2020-10-12 05:15:34,025 - mmaction - INFO - Epoch [16][1160/1253] lr: 3.000e-02, eta: 17:44:13, time: 1.071, data_time: 0.008, memory: 10398, top1_acc: 0.6437, top5_acc: 0.8586, loss_cls: 1.4108, loss: 1.4108, grad_norm: 3.0284 2020-10-12 05:15:55,205 - mmaction - INFO - Epoch [16][1180/1253] lr: 3.000e-02, eta: 17:43:24, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.6372, top5_acc: 0.8531, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.0153 2020-10-12 05:16:17,129 - mmaction - INFO - Epoch [16][1200/1253] lr: 3.000e-02, eta: 17:42:37, time: 1.099, data_time: 0.004, memory: 10398, top1_acc: 0.6344, top5_acc: 0.8581, loss_cls: 1.4492, loss: 1.4492, grad_norm: 3.0775 2020-10-12 05:16:38,007 - mmaction - INFO - Epoch [16][1220/1253] lr: 3.000e-02, eta: 17:41:48, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.6227, top5_acc: 0.8484, loss_cls: 1.5276, loss: 1.5276, grad_norm: 3.1420 2020-10-12 05:16:58,990 - mmaction - INFO - Epoch [16][1240/1253] lr: 3.000e-02, eta: 17:40:59, time: 1.047, data_time: 0.008, memory: 10398, top1_acc: 0.6375, top5_acc: 0.8586, loss_cls: 1.4455, loss: 1.4455, grad_norm: 3.0589 2020-10-12 05:17:45,076 - mmaction - INFO - Epoch [17][20/1253] lr: 3.000e-02, eta: 17:39:34, time: 1.629, data_time: 0.666, memory: 10398, top1_acc: 0.6513, top5_acc: 0.8674, loss_cls: 1.3731, loss: 1.3731, grad_norm: 3.0197 2020-10-12 05:18:05,562 - mmaction - INFO - Epoch [17][40/1253] lr: 3.000e-02, eta: 17:38:45, time: 1.030, data_time: 0.008, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8612, loss_cls: 1.3779, loss: 1.3779, grad_norm: 3.0248 2020-10-12 05:18:27,749 - mmaction - INFO - Epoch [17][60/1253] lr: 3.000e-02, eta: 17:37:59, time: 1.106, data_time: 0.005, memory: 10398, top1_acc: 0.6529, top5_acc: 0.8698, loss_cls: 1.3575, loss: 1.3575, grad_norm: 3.0715 2020-10-12 05:18:49,277 - mmaction - INFO - Epoch [17][80/1253] lr: 3.000e-02, eta: 17:37:12, time: 1.080, data_time: 0.007, memory: 10398, top1_acc: 0.6539, top5_acc: 0.8635, loss_cls: 1.3920, loss: 1.3920, grad_norm: 3.0792 2020-10-12 05:19:09,814 - mmaction - INFO - Epoch [17][100/1253] lr: 3.000e-02, eta: 17:36:22, time: 1.027, data_time: 0.003, memory: 10398, top1_acc: 0.6544, top5_acc: 0.8688, loss_cls: 1.3791, loss: 1.3791, grad_norm: 3.0291 2020-10-12 05:19:31,217 - mmaction - INFO - Epoch [17][120/1253] lr: 3.000e-02, eta: 17:35:34, time: 1.067, data_time: 0.006, memory: 10398, top1_acc: 0.6562, top5_acc: 0.8646, loss_cls: 1.3660, loss: 1.3660, grad_norm: 3.0004 2020-10-12 05:19:51,862 - mmaction - INFO - Epoch [17][140/1253] lr: 3.000e-02, eta: 17:34:45, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.6508, top5_acc: 0.8674, loss_cls: 1.3949, loss: 1.3949, grad_norm: 3.1160 2020-10-12 05:20:14,037 - mmaction - INFO - Epoch [17][160/1253] lr: 3.000e-02, eta: 17:33:59, time: 1.106, data_time: 0.004, memory: 10398, top1_acc: 0.6424, top5_acc: 0.8716, loss_cls: 1.3635, loss: 1.3635, grad_norm: 3.0695 2020-10-12 05:20:35,145 - mmaction - INFO - Epoch [17][180/1253] lr: 3.000e-02, eta: 17:33:12, time: 1.061, data_time: 0.008, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8669, loss_cls: 1.3910, loss: 1.3910, grad_norm: 3.1158 2020-10-12 05:20:56,145 - mmaction - INFO - Epoch [17][200/1253] lr: 3.000e-02, eta: 17:32:23, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.6591, top5_acc: 0.8719, loss_cls: 1.3510, loss: 1.3510, grad_norm: 3.0550 2020-10-12 05:21:18,811 - mmaction - INFO - Epoch [17][220/1253] lr: 3.000e-02, eta: 17:31:39, time: 1.136, data_time: 0.005, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8583, loss_cls: 1.3776, loss: 1.3776, grad_norm: 2.9810 2020-10-12 05:21:40,452 - mmaction - INFO - Epoch [17][240/1253] lr: 3.000e-02, eta: 17:30:52, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.6529, top5_acc: 0.8682, loss_cls: 1.3815, loss: 1.3815, grad_norm: 3.0194 2020-10-12 05:22:01,026 - mmaction - INFO - Epoch [17][260/1253] lr: 3.000e-02, eta: 17:30:03, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.6625, top5_acc: 0.8758, loss_cls: 1.3611, loss: 1.3611, grad_norm: 3.0191 2020-10-12 05:22:22,685 - mmaction - INFO - Epoch [17][280/1253] lr: 3.000e-02, eta: 17:29:16, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.6622, top5_acc: 0.8763, loss_cls: 1.3164, loss: 1.3164, grad_norm: 3.0041 2020-10-12 05:22:44,369 - mmaction - INFO - Epoch [17][300/1253] lr: 3.000e-02, eta: 17:28:30, time: 1.083, data_time: 0.002, memory: 10398, top1_acc: 0.6620, top5_acc: 0.8732, loss_cls: 1.3554, loss: 1.3554, grad_norm: 3.0292 2020-10-12 05:23:05,346 - mmaction - INFO - Epoch [17][320/1253] lr: 3.000e-02, eta: 17:27:42, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.6552, top5_acc: 0.8714, loss_cls: 1.3610, loss: 1.3610, grad_norm: 3.0599 2020-10-12 05:23:27,232 - mmaction - INFO - Epoch [17][340/1253] lr: 3.000e-02, eta: 17:26:56, time: 1.095, data_time: 0.003, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8646, loss_cls: 1.3982, loss: 1.3982, grad_norm: 3.0809 2020-10-12 05:23:48,061 - mmaction - INFO - Epoch [17][360/1253] lr: 3.000e-02, eta: 17:26:08, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.6536, top5_acc: 0.8695, loss_cls: 1.3704, loss: 1.3704, grad_norm: 3.0414 2020-10-12 05:24:08,814 - mmaction - INFO - Epoch [17][380/1253] lr: 3.000e-02, eta: 17:25:19, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8714, loss_cls: 1.3830, loss: 1.3830, grad_norm: 3.1205 2020-10-12 05:24:29,123 - mmaction - INFO - Epoch [17][400/1253] lr: 3.000e-02, eta: 17:24:30, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6625, top5_acc: 0.8672, loss_cls: 1.3731, loss: 1.3731, grad_norm: 3.1255 2020-10-12 05:24:51,848 - mmaction - INFO - Epoch [17][420/1253] lr: 3.000e-02, eta: 17:23:46, time: 1.137, data_time: 0.007, memory: 10398, top1_acc: 0.6568, top5_acc: 0.8609, loss_cls: 1.4029, loss: 1.4029, grad_norm: 3.0972 2020-10-12 05:25:12,440 - mmaction - INFO - Epoch [17][440/1253] lr: 3.000e-02, eta: 17:22:58, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8708, loss_cls: 1.3809, loss: 1.3809, grad_norm: 3.0788 2020-10-12 05:25:33,415 - mmaction - INFO - Epoch [17][460/1253] lr: 3.000e-02, eta: 17:22:10, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8719, loss_cls: 1.3482, loss: 1.3482, grad_norm: 3.1042 2020-10-12 05:25:54,073 - mmaction - INFO - Epoch [17][480/1253] lr: 3.000e-02, eta: 17:21:22, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.6383, top5_acc: 0.8651, loss_cls: 1.4351, loss: 1.4351, grad_norm: 3.1744 2020-10-12 05:26:15,184 - mmaction - INFO - Epoch [17][500/1253] lr: 3.000e-02, eta: 17:20:35, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.6557, top5_acc: 0.8711, loss_cls: 1.3652, loss: 1.3652, grad_norm: 3.0447 2020-10-12 05:26:37,834 - mmaction - INFO - Epoch [17][520/1253] lr: 3.000e-02, eta: 17:19:51, time: 1.129, data_time: 0.005, memory: 10398, top1_acc: 0.6560, top5_acc: 0.8685, loss_cls: 1.3630, loss: 1.3630, grad_norm: 2.9684 2020-10-12 05:26:58,690 - mmaction - INFO - Epoch [17][540/1253] lr: 3.000e-02, eta: 17:19:03, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.6531, top5_acc: 0.8724, loss_cls: 1.3941, loss: 1.3941, grad_norm: 3.0750 2020-10-12 05:27:20,096 - mmaction - INFO - Epoch [17][560/1253] lr: 3.000e-02, eta: 17:18:17, time: 1.072, data_time: 0.008, memory: 10398, top1_acc: 0.6534, top5_acc: 0.8648, loss_cls: 1.3627, loss: 1.3627, grad_norm: 3.0883 2020-10-12 05:27:41,441 - mmaction - INFO - Epoch [17][580/1253] lr: 3.000e-02, eta: 17:17:30, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.6336, top5_acc: 0.8560, loss_cls: 1.4215, loss: 1.4215, grad_norm: 3.0858 2020-10-12 05:28:03,670 - mmaction - INFO - Epoch [17][600/1253] lr: 3.000e-02, eta: 17:16:45, time: 1.111, data_time: 0.008, memory: 10398, top1_acc: 0.6430, top5_acc: 0.8573, loss_cls: 1.4350, loss: 1.4350, grad_norm: 3.1057 2020-10-12 05:28:24,638 - mmaction - INFO - Epoch [17][620/1253] lr: 3.000e-02, eta: 17:15:58, time: 1.051, data_time: 0.008, memory: 10398, top1_acc: 0.6443, top5_acc: 0.8591, loss_cls: 1.4204, loss: 1.4204, grad_norm: 3.0669 2020-10-12 05:28:45,189 - mmaction - INFO - Epoch [17][640/1253] lr: 3.000e-02, eta: 17:15:10, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.6297, top5_acc: 0.8599, loss_cls: 1.4058, loss: 1.4058, grad_norm: 3.0802 2020-10-12 05:29:07,252 - mmaction - INFO - Epoch [17][660/1253] lr: 3.000e-02, eta: 17:14:26, time: 1.107, data_time: 0.007, memory: 10398, top1_acc: 0.6531, top5_acc: 0.8690, loss_cls: 1.3772, loss: 1.3772, grad_norm: 2.9968 2020-10-12 05:29:29,374 - mmaction - INFO - Epoch [17][680/1253] lr: 3.000e-02, eta: 17:13:41, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8646, loss_cls: 1.3929, loss: 1.3929, grad_norm: 3.0215 2020-10-12 05:29:50,279 - mmaction - INFO - Epoch [17][700/1253] lr: 3.000e-02, eta: 17:12:54, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.6419, top5_acc: 0.8664, loss_cls: 1.4193, loss: 1.4193, grad_norm: 3.1608 2020-10-12 05:30:11,686 - mmaction - INFO - Epoch [17][720/1253] lr: 3.000e-02, eta: 17:12:07, time: 1.070, data_time: 0.006, memory: 10398, top1_acc: 0.6411, top5_acc: 0.8620, loss_cls: 1.4300, loss: 1.4300, grad_norm: 3.1220 2020-10-12 05:30:32,821 - mmaction - INFO - Epoch [17][740/1253] lr: 3.000e-02, eta: 17:11:21, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.6648, top5_acc: 0.8727, loss_cls: 1.3239, loss: 1.3239, grad_norm: 2.9850 2020-10-12 05:30:54,373 - mmaction - INFO - Epoch [17][760/1253] lr: 3.000e-02, eta: 17:10:35, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.3995, loss: 1.3995, grad_norm: 3.0487 2020-10-12 05:31:15,058 - mmaction - INFO - Epoch [17][780/1253] lr: 3.000e-02, eta: 17:09:48, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.6409, top5_acc: 0.8589, loss_cls: 1.4388, loss: 1.4388, grad_norm: 3.0887 2020-10-12 05:31:36,098 - mmaction - INFO - Epoch [17][800/1253] lr: 3.000e-02, eta: 17:09:01, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.6464, top5_acc: 0.8661, loss_cls: 1.4167, loss: 1.4167, grad_norm: 3.0750 2020-10-12 05:31:57,295 - mmaction - INFO - Epoch [17][820/1253] lr: 3.000e-02, eta: 17:08:15, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.6461, top5_acc: 0.8573, loss_cls: 1.4219, loss: 1.4219, grad_norm: 3.0391 2020-10-12 05:32:19,631 - mmaction - INFO - Epoch [17][840/1253] lr: 3.000e-02, eta: 17:07:31, time: 1.117, data_time: 0.002, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8617, loss_cls: 1.3929, loss: 1.3929, grad_norm: 3.0744 2020-10-12 05:32:40,975 - mmaction - INFO - Epoch [17][860/1253] lr: 3.000e-02, eta: 17:06:45, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.6604, top5_acc: 0.8612, loss_cls: 1.3852, loss: 1.3852, grad_norm: 3.0551 2020-10-12 05:33:03,064 - mmaction - INFO - Epoch [17][880/1253] lr: 3.000e-02, eta: 17:06:01, time: 1.107, data_time: 0.007, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8505, loss_cls: 1.4343, loss: 1.4343, grad_norm: 3.0482 2020-10-12 05:33:24,965 - mmaction - INFO - Epoch [17][900/1253] lr: 3.000e-02, eta: 17:05:16, time: 1.096, data_time: 0.005, memory: 10398, top1_acc: 0.6438, top5_acc: 0.8646, loss_cls: 1.3975, loss: 1.3975, grad_norm: 3.1222 2020-10-12 05:33:46,863 - mmaction - INFO - Epoch [17][920/1253] lr: 3.000e-02, eta: 17:04:32, time: 1.095, data_time: 0.002, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8589, loss_cls: 1.4138, loss: 1.4138, grad_norm: 3.0734 2020-10-12 05:34:07,365 - mmaction - INFO - Epoch [17][940/1253] lr: 3.000e-02, eta: 17:03:44, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8609, loss_cls: 1.4305, loss: 1.4305, grad_norm: 3.0992 2020-10-12 05:34:29,225 - mmaction - INFO - Epoch [17][960/1253] lr: 3.000e-02, eta: 17:03:00, time: 1.093, data_time: 0.006, memory: 10398, top1_acc: 0.6471, top5_acc: 0.8589, loss_cls: 1.4270, loss: 1.4270, grad_norm: 3.0198 2020-10-12 05:34:49,166 - mmaction - INFO - Epoch [17][980/1253] lr: 3.000e-02, eta: 17:02:11, time: 0.997, data_time: 0.002, memory: 10398, top1_acc: 0.6555, top5_acc: 0.8693, loss_cls: 1.3736, loss: 1.3736, grad_norm: 3.0205 2020-10-12 05:35:10,229 - mmaction - INFO - Epoch [17][1000/1253] lr: 3.000e-02, eta: 17:01:25, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.6414, top5_acc: 0.8708, loss_cls: 1.4051, loss: 1.4051, grad_norm: 3.0690 2020-10-12 05:35:31,650 - mmaction - INFO - Epoch [17][1020/1253] lr: 3.000e-02, eta: 17:00:40, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.6492, top5_acc: 0.8547, loss_cls: 1.4215, loss: 1.4215, grad_norm: 3.0615 2020-10-12 05:35:53,328 - mmaction - INFO - Epoch [17][1040/1253] lr: 3.000e-02, eta: 16:59:55, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.6385, top5_acc: 0.8622, loss_cls: 1.4537, loss: 1.4537, grad_norm: 3.1316 2020-10-12 05:36:13,987 - mmaction - INFO - Epoch [17][1060/1253] lr: 3.000e-02, eta: 16:59:09, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.6326, top5_acc: 0.8565, loss_cls: 1.4390, loss: 1.4390, grad_norm: 3.1019 2020-10-12 05:36:35,977 - mmaction - INFO - Epoch [17][1080/1253] lr: 3.000e-02, eta: 16:58:24, time: 1.099, data_time: 0.006, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8682, loss_cls: 1.3710, loss: 1.3710, grad_norm: 3.0332 2020-10-12 05:36:57,095 - mmaction - INFO - Epoch [17][1100/1253] lr: 3.000e-02, eta: 16:57:39, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.6393, top5_acc: 0.8568, loss_cls: 1.4708, loss: 1.4708, grad_norm: 3.0571 2020-10-12 05:37:19,477 - mmaction - INFO - Epoch [17][1120/1253] lr: 3.000e-02, eta: 16:56:55, time: 1.122, data_time: 0.005, memory: 10398, top1_acc: 0.6352, top5_acc: 0.8578, loss_cls: 1.4453, loss: 1.4453, grad_norm: 3.0191 2020-10-12 05:37:39,824 - mmaction - INFO - Epoch [17][1140/1253] lr: 3.000e-02, eta: 16:56:08, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.6484, top5_acc: 0.8667, loss_cls: 1.4031, loss: 1.4031, grad_norm: 3.0785 2020-10-12 05:38:01,081 - mmaction - INFO - Epoch [17][1160/1253] lr: 3.000e-02, eta: 16:55:23, time: 1.067, data_time: 0.008, memory: 10398, top1_acc: 0.6560, top5_acc: 0.8602, loss_cls: 1.4132, loss: 1.4132, grad_norm: 3.0505 2020-10-12 05:38:22,977 - mmaction - INFO - Epoch [17][1180/1253] lr: 3.000e-02, eta: 16:54:39, time: 1.095, data_time: 0.005, memory: 10398, top1_acc: 0.6422, top5_acc: 0.8617, loss_cls: 1.4330, loss: 1.4330, grad_norm: 3.0953 2020-10-12 05:38:43,161 - mmaction - INFO - Epoch [17][1200/1253] lr: 3.000e-02, eta: 16:53:52, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.6518, top5_acc: 0.8688, loss_cls: 1.3940, loss: 1.3940, grad_norm: 3.0241 2020-10-12 05:39:04,531 - mmaction - INFO - Epoch [17][1220/1253] lr: 3.000e-02, eta: 16:53:07, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.6443, top5_acc: 0.8560, loss_cls: 1.4246, loss: 1.4246, grad_norm: 3.0274 2020-10-12 05:39:26,664 - mmaction - INFO - Epoch [17][1240/1253] lr: 3.000e-02, eta: 16:52:23, time: 1.107, data_time: 0.007, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8612, loss_cls: 1.4206, loss: 1.4206, grad_norm: 3.0806 2020-10-12 05:40:09,756 - mmaction - INFO - Epoch [18][20/1253] lr: 3.000e-02, eta: 16:50:58, time: 1.490, data_time: 0.591, memory: 10398, top1_acc: 0.6734, top5_acc: 0.8711, loss_cls: 1.3167, loss: 1.3167, grad_norm: 3.0005 2020-10-12 05:40:30,583 - mmaction - INFO - Epoch [18][40/1253] lr: 3.000e-02, eta: 16:50:13, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8677, loss_cls: 1.3521, loss: 1.3521, grad_norm: 3.0525 2020-10-12 05:40:51,636 - mmaction - INFO - Epoch [18][60/1253] lr: 3.000e-02, eta: 16:49:27, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.6589, top5_acc: 0.8664, loss_cls: 1.3536, loss: 1.3536, grad_norm: 3.1095 2020-10-12 05:41:14,145 - mmaction - INFO - Epoch [18][80/1253] lr: 3.000e-02, eta: 16:48:45, time: 1.125, data_time: 0.002, memory: 10398, top1_acc: 0.6656, top5_acc: 0.8758, loss_cls: 1.2990, loss: 1.2990, grad_norm: 2.9739 2020-10-12 05:41:35,855 - mmaction - INFO - Epoch [18][100/1253] lr: 3.000e-02, eta: 16:48:01, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.6651, top5_acc: 0.8680, loss_cls: 1.3477, loss: 1.3477, grad_norm: 3.0494 2020-10-12 05:41:57,440 - mmaction - INFO - Epoch [18][120/1253] lr: 3.000e-02, eta: 16:47:16, time: 1.077, data_time: 0.007, memory: 10398, top1_acc: 0.6672, top5_acc: 0.8734, loss_cls: 1.3283, loss: 1.3283, grad_norm: 3.0378 2020-10-12 05:42:19,400 - mmaction - INFO - Epoch [18][140/1253] lr: 3.000e-02, eta: 16:46:33, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.3037, loss: 1.3037, grad_norm: 3.0178 2020-10-12 05:42:41,095 - mmaction - INFO - Epoch [18][160/1253] lr: 3.000e-02, eta: 16:45:49, time: 1.085, data_time: 0.007, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8635, loss_cls: 1.3896, loss: 1.3896, grad_norm: 3.1183 2020-10-12 05:43:04,271 - mmaction - INFO - Epoch [18][180/1253] lr: 3.000e-02, eta: 16:45:08, time: 1.158, data_time: 0.007, memory: 10398, top1_acc: 0.6513, top5_acc: 0.8690, loss_cls: 1.3787, loss: 1.3787, grad_norm: 3.0734 2020-10-12 05:43:25,179 - mmaction - INFO - Epoch [18][200/1253] lr: 3.000e-02, eta: 16:44:23, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.6659, top5_acc: 0.8714, loss_cls: 1.3164, loss: 1.3164, grad_norm: 2.9399 2020-10-12 05:43:48,171 - mmaction - INFO - Epoch [18][220/1253] lr: 3.000e-02, eta: 16:43:41, time: 1.150, data_time: 0.002, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8651, loss_cls: 1.3848, loss: 1.3848, grad_norm: 3.0652 2020-10-12 05:44:09,180 - mmaction - INFO - Epoch [18][240/1253] lr: 3.000e-02, eta: 16:42:56, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.6581, top5_acc: 0.8750, loss_cls: 1.3524, loss: 1.3524, grad_norm: 3.0322 2020-10-12 05:44:30,235 - mmaction - INFO - Epoch [18][260/1253] lr: 3.000e-02, eta: 16:42:11, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.6750, top5_acc: 0.8839, loss_cls: 1.3021, loss: 1.3021, grad_norm: 3.0192 2020-10-12 05:44:50,748 - mmaction - INFO - Epoch [18][280/1253] lr: 3.000e-02, eta: 16:41:25, time: 1.027, data_time: 0.003, memory: 10398, top1_acc: 0.6672, top5_acc: 0.8753, loss_cls: 1.3116, loss: 1.3116, grad_norm: 3.0163 2020-10-12 05:45:13,496 - mmaction - INFO - Epoch [18][300/1253] lr: 3.000e-02, eta: 16:40:44, time: 1.135, data_time: 0.002, memory: 10398, top1_acc: 0.6523, top5_acc: 0.8654, loss_cls: 1.3488, loss: 1.3488, grad_norm: 3.1289 2020-10-12 05:45:35,590 - mmaction - INFO - Epoch [18][320/1253] lr: 3.000e-02, eta: 16:40:01, time: 1.107, data_time: 0.008, memory: 10398, top1_acc: 0.6643, top5_acc: 0.8688, loss_cls: 1.3509, loss: 1.3509, grad_norm: 3.0662 2020-10-12 05:45:56,102 - mmaction - INFO - Epoch [18][340/1253] lr: 3.000e-02, eta: 16:39:15, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.6628, top5_acc: 0.8693, loss_cls: 1.3643, loss: 1.3643, grad_norm: 3.0494 2020-10-12 05:46:17,529 - mmaction - INFO - Epoch [18][360/1253] lr: 3.000e-02, eta: 16:38:31, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.6586, top5_acc: 0.8701, loss_cls: 1.3680, loss: 1.3680, grad_norm: 3.1369 2020-10-12 05:46:39,735 - mmaction - INFO - Epoch [18][380/1253] lr: 3.000e-02, eta: 16:37:49, time: 1.110, data_time: 0.005, memory: 10398, top1_acc: 0.6581, top5_acc: 0.8680, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.0805 2020-10-12 05:47:00,633 - mmaction - INFO - Epoch [18][400/1253] lr: 3.000e-02, eta: 16:37:04, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.6669, top5_acc: 0.8711, loss_cls: 1.3453, loss: 1.3453, grad_norm: 3.0782 2020-10-12 05:47:21,323 - mmaction - INFO - Epoch [18][420/1253] lr: 3.000e-02, eta: 16:36:18, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.6607, top5_acc: 0.8672, loss_cls: 1.3630, loss: 1.3630, grad_norm: 3.0464 2020-10-12 05:47:42,414 - mmaction - INFO - Epoch [18][440/1253] lr: 3.000e-02, eta: 16:35:34, time: 1.055, data_time: 0.003, memory: 10398, top1_acc: 0.6464, top5_acc: 0.8633, loss_cls: 1.3819, loss: 1.3819, grad_norm: 3.0466 2020-10-12 05:48:03,762 - mmaction - INFO - Epoch [18][460/1253] lr: 3.000e-02, eta: 16:34:50, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8690, loss_cls: 1.3785, loss: 1.3785, grad_norm: 3.0685 2020-10-12 05:48:24,519 - mmaction - INFO - Epoch [18][480/1253] lr: 3.000e-02, eta: 16:34:05, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.6617, top5_acc: 0.8719, loss_cls: 1.3277, loss: 1.3277, grad_norm: 3.0814 2020-10-12 05:48:46,559 - mmaction - INFO - Epoch [18][500/1253] lr: 3.000e-02, eta: 16:33:22, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.6589, top5_acc: 0.8693, loss_cls: 1.3586, loss: 1.3586, grad_norm: 3.0886 2020-10-12 05:49:07,334 - mmaction - INFO - Epoch [18][520/1253] lr: 3.000e-02, eta: 16:32:37, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.6615, top5_acc: 0.8747, loss_cls: 1.3690, loss: 1.3690, grad_norm: 3.0943 2020-10-12 05:49:29,065 - mmaction - INFO - Epoch [18][540/1253] lr: 3.000e-02, eta: 16:31:54, time: 1.089, data_time: 0.007, memory: 10398, top1_acc: 0.6583, top5_acc: 0.8674, loss_cls: 1.3962, loss: 1.3962, grad_norm: 3.0734 2020-10-12 05:49:49,689 - mmaction - INFO - Epoch [18][560/1253] lr: 3.000e-02, eta: 16:31:09, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.6617, top5_acc: 0.8685, loss_cls: 1.3466, loss: 1.3466, grad_norm: 3.0184 2020-10-12 05:50:11,583 - mmaction - INFO - Epoch [18][580/1253] lr: 3.000e-02, eta: 16:30:27, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8719, loss_cls: 1.3814, loss: 1.3814, grad_norm: 3.0474 2020-10-12 05:50:33,191 - mmaction - INFO - Epoch [18][600/1253] lr: 3.000e-02, eta: 16:29:43, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.6609, top5_acc: 0.8781, loss_cls: 1.3346, loss: 1.3346, grad_norm: 3.0284 2020-10-12 05:50:54,395 - mmaction - INFO - Epoch [18][620/1253] lr: 3.000e-02, eta: 16:28:59, time: 1.060, data_time: 0.004, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8641, loss_cls: 1.3459, loss: 1.3459, grad_norm: 3.0430 2020-10-12 05:51:16,686 - mmaction - INFO - Epoch [18][640/1253] lr: 3.000e-02, eta: 16:28:18, time: 1.115, data_time: 0.002, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8578, loss_cls: 1.4039, loss: 1.4039, grad_norm: 3.0617 2020-10-12 05:51:38,844 - mmaction - INFO - Epoch [18][660/1253] lr: 3.000e-02, eta: 16:27:35, time: 1.105, data_time: 0.005, memory: 10398, top1_acc: 0.6518, top5_acc: 0.8589, loss_cls: 1.3989, loss: 1.3989, grad_norm: 3.0871 2020-10-12 05:51:59,098 - mmaction - INFO - Epoch [18][680/1253] lr: 3.000e-02, eta: 16:26:50, time: 1.015, data_time: 0.008, memory: 10398, top1_acc: 0.6320, top5_acc: 0.8523, loss_cls: 1.4434, loss: 1.4434, grad_norm: 3.0917 2020-10-12 05:52:21,181 - mmaction - INFO - Epoch [18][700/1253] lr: 3.000e-02, eta: 16:26:08, time: 1.103, data_time: 0.002, memory: 10398, top1_acc: 0.6461, top5_acc: 0.8612, loss_cls: 1.4399, loss: 1.4399, grad_norm: 3.0635 2020-10-12 05:52:42,918 - mmaction - INFO - Epoch [18][720/1253] lr: 3.000e-02, eta: 16:25:25, time: 1.085, data_time: 0.007, memory: 10398, top1_acc: 0.6388, top5_acc: 0.8661, loss_cls: 1.4115, loss: 1.4115, grad_norm: 3.0777 2020-10-12 05:53:03,709 - mmaction - INFO - Epoch [18][740/1253] lr: 3.000e-02, eta: 16:24:41, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.6581, top5_acc: 0.8659, loss_cls: 1.3930, loss: 1.3930, grad_norm: 3.0738 2020-10-12 05:53:26,620 - mmaction - INFO - Epoch [18][760/1253] lr: 3.000e-02, eta: 16:24:00, time: 1.148, data_time: 0.009, memory: 10398, top1_acc: 0.6560, top5_acc: 0.8667, loss_cls: 1.3727, loss: 1.3727, grad_norm: 3.0139 2020-10-12 05:53:47,693 - mmaction - INFO - Epoch [18][780/1253] lr: 3.000e-02, eta: 16:23:16, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.6487, top5_acc: 0.8651, loss_cls: 1.4023, loss: 1.4023, grad_norm: 3.1138 2020-10-12 05:54:10,619 - mmaction - INFO - Epoch [18][800/1253] lr: 3.000e-02, eta: 16:22:36, time: 1.145, data_time: 0.007, memory: 10398, top1_acc: 0.6547, top5_acc: 0.8708, loss_cls: 1.3471, loss: 1.3471, grad_norm: 3.0281 2020-10-12 05:54:31,760 - mmaction - INFO - Epoch [18][820/1253] lr: 3.000e-02, eta: 16:21:52, time: 1.059, data_time: 0.007, memory: 10398, top1_acc: 0.6542, top5_acc: 0.8633, loss_cls: 1.4102, loss: 1.4102, grad_norm: 3.0698 2020-10-12 05:54:53,816 - mmaction - INFO - Epoch [18][840/1253] lr: 3.000e-02, eta: 16:21:10, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.6531, top5_acc: 0.8659, loss_cls: 1.3866, loss: 1.3866, grad_norm: 3.1274 2020-10-12 05:55:14,894 - mmaction - INFO - Epoch [18][860/1253] lr: 3.000e-02, eta: 16:20:27, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.6542, top5_acc: 0.8620, loss_cls: 1.4002, loss: 1.4002, grad_norm: 3.0072 2020-10-12 05:55:36,655 - mmaction - INFO - Epoch [18][880/1253] lr: 3.000e-02, eta: 16:19:44, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8638, loss_cls: 1.4145, loss: 1.4145, grad_norm: 3.0996 2020-10-12 05:55:59,031 - mmaction - INFO - Epoch [18][900/1253] lr: 3.000e-02, eta: 16:19:03, time: 1.120, data_time: 0.007, memory: 10398, top1_acc: 0.6477, top5_acc: 0.8591, loss_cls: 1.3872, loss: 1.3872, grad_norm: 3.0641 2020-10-12 05:56:19,523 - mmaction - INFO - Epoch [18][920/1253] lr: 3.000e-02, eta: 16:18:19, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6487, top5_acc: 0.8638, loss_cls: 1.4251, loss: 1.4251, grad_norm: 3.0463 2020-10-12 05:56:41,643 - mmaction - INFO - Epoch [18][940/1253] lr: 3.000e-02, eta: 16:17:37, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.6445, top5_acc: 0.8685, loss_cls: 1.3834, loss: 1.3834, grad_norm: 3.0828 2020-10-12 05:57:02,688 - mmaction - INFO - Epoch [18][960/1253] lr: 3.000e-02, eta: 16:16:53, time: 1.057, data_time: 0.008, memory: 10398, top1_acc: 0.6422, top5_acc: 0.8651, loss_cls: 1.4084, loss: 1.4084, grad_norm: 3.1600 2020-10-12 05:57:24,404 - mmaction - INFO - Epoch [18][980/1253] lr: 3.000e-02, eta: 16:16:11, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.6586, top5_acc: 0.8727, loss_cls: 1.3521, loss: 1.3521, grad_norm: 3.0706 2020-10-12 05:57:45,930 - mmaction - INFO - Epoch [18][1000/1253] lr: 3.000e-02, eta: 16:15:29, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.6492, top5_acc: 0.8654, loss_cls: 1.4025, loss: 1.4025, grad_norm: 3.1526 2020-10-12 05:58:07,732 - mmaction - INFO - Epoch [18][1020/1253] lr: 3.000e-02, eta: 16:14:47, time: 1.088, data_time: 0.007, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8724, loss_cls: 1.3875, loss: 1.3875, grad_norm: 3.1384 2020-10-12 05:58:29,613 - mmaction - INFO - Epoch [18][1040/1253] lr: 3.000e-02, eta: 16:14:05, time: 1.097, data_time: 0.008, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8708, loss_cls: 1.4015, loss: 1.4015, grad_norm: 3.0879 2020-10-12 05:58:51,696 - mmaction - INFO - Epoch [18][1060/1253] lr: 3.000e-02, eta: 16:13:23, time: 1.104, data_time: 0.006, memory: 10398, top1_acc: 0.6594, top5_acc: 0.8698, loss_cls: 1.3617, loss: 1.3617, grad_norm: 3.0138 2020-10-12 05:59:13,043 - mmaction - INFO - Epoch [18][1080/1253] lr: 3.000e-02, eta: 16:12:41, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.6401, top5_acc: 0.8557, loss_cls: 1.4284, loss: 1.4284, grad_norm: 3.0357 2020-10-12 05:59:34,856 - mmaction - INFO - Epoch [18][1100/1253] lr: 3.000e-02, eta: 16:11:59, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.6549, top5_acc: 0.8729, loss_cls: 1.3618, loss: 1.3618, grad_norm: 3.0386 2020-10-12 05:59:57,292 - mmaction - INFO - Epoch [18][1120/1253] lr: 3.000e-02, eta: 16:11:18, time: 1.120, data_time: 0.008, memory: 10398, top1_acc: 0.6427, top5_acc: 0.8573, loss_cls: 1.4404, loss: 1.4404, grad_norm: 3.0494 2020-10-12 06:00:22,775 - mmaction - INFO - Epoch [18][1140/1253] lr: 3.000e-02, eta: 16:10:42, time: 1.263, data_time: 0.007, memory: 10398, top1_acc: 0.6419, top5_acc: 0.8607, loss_cls: 1.4332, loss: 1.4332, grad_norm: 3.1398 2020-10-12 06:00:43,848 - mmaction - INFO - Epoch [18][1160/1253] lr: 3.000e-02, eta: 16:10:00, time: 1.065, data_time: 0.025, memory: 10398, top1_acc: 0.6354, top5_acc: 0.8617, loss_cls: 1.4553, loss: 1.4553, grad_norm: 3.1613 2020-10-12 06:01:05,480 - mmaction - INFO - Epoch [18][1180/1253] lr: 3.000e-02, eta: 16:09:18, time: 1.085, data_time: 0.007, memory: 10398, top1_acc: 0.6576, top5_acc: 0.8695, loss_cls: 1.3795, loss: 1.3795, grad_norm: 3.0459 2020-10-12 06:01:26,811 - mmaction - INFO - Epoch [18][1200/1253] lr: 3.000e-02, eta: 16:08:35, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8583, loss_cls: 1.4233, loss: 1.4233, grad_norm: 3.1356 2020-10-12 06:01:47,640 - mmaction - INFO - Epoch [18][1220/1253] lr: 3.000e-02, eta: 16:07:51, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.6417, top5_acc: 0.8630, loss_cls: 1.4084, loss: 1.4084, grad_norm: 3.0446 2020-10-12 06:02:09,395 - mmaction - INFO - Epoch [18][1240/1253] lr: 3.000e-02, eta: 16:07:10, time: 1.088, data_time: 0.008, memory: 10398, top1_acc: 0.6435, top5_acc: 0.8628, loss_cls: 1.4133, loss: 1.4133, grad_norm: 3.1166 2020-10-12 06:02:56,683 - mmaction - INFO - Epoch [19][20/1253] lr: 3.000e-02, eta: 16:05:55, time: 1.622, data_time: 0.759, memory: 10398, top1_acc: 0.6690, top5_acc: 0.8773, loss_cls: 1.3222, loss: 1.3222, grad_norm: 2.9327 2020-10-12 06:03:16,845 - mmaction - INFO - Epoch [19][40/1253] lr: 3.000e-02, eta: 16:05:11, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.6633, top5_acc: 0.8763, loss_cls: 1.3244, loss: 1.3244, grad_norm: 2.9528 2020-10-12 06:03:38,371 - mmaction - INFO - Epoch [19][60/1253] lr: 3.000e-02, eta: 16:04:29, time: 1.079, data_time: 0.008, memory: 10398, top1_acc: 0.6690, top5_acc: 0.8813, loss_cls: 1.3063, loss: 1.3063, grad_norm: 3.0511 2020-10-12 06:04:00,682 - mmaction - INFO - Epoch [19][80/1253] lr: 3.000e-02, eta: 16:03:48, time: 1.115, data_time: 0.006, memory: 10398, top1_acc: 0.6633, top5_acc: 0.8721, loss_cls: 1.3445, loss: 1.3445, grad_norm: 2.9904 2020-10-12 06:04:21,209 - mmaction - INFO - Epoch [19][100/1253] lr: 3.000e-02, eta: 16:03:04, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.6646, top5_acc: 0.8716, loss_cls: 1.3312, loss: 1.3312, grad_norm: 3.0528 2020-10-12 06:04:42,255 - mmaction - INFO - Epoch [19][120/1253] lr: 3.000e-02, eta: 16:02:22, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.6469, top5_acc: 0.8680, loss_cls: 1.3875, loss: 1.3875, grad_norm: 3.0966 2020-10-12 06:05:03,378 - mmaction - INFO - Epoch [19][140/1253] lr: 3.000e-02, eta: 16:01:39, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.6776, top5_acc: 0.8786, loss_cls: 1.2887, loss: 1.2887, grad_norm: 3.0040 2020-10-12 06:05:24,657 - mmaction - INFO - Epoch [19][160/1253] lr: 3.000e-02, eta: 16:00:57, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.6729, top5_acc: 0.8740, loss_cls: 1.2915, loss: 1.2915, grad_norm: 2.9920 2020-10-12 06:05:47,046 - mmaction - INFO - Epoch [19][180/1253] lr: 3.000e-02, eta: 16:00:17, time: 1.119, data_time: 0.002, memory: 10398, top1_acc: 0.6651, top5_acc: 0.8664, loss_cls: 1.3397, loss: 1.3397, grad_norm: 3.0138 2020-10-12 06:06:08,729 - mmaction - INFO - Epoch [19][200/1253] lr: 3.000e-02, eta: 15:59:35, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.6552, top5_acc: 0.8646, loss_cls: 1.3901, loss: 1.3901, grad_norm: 3.2021 2020-10-12 06:06:30,891 - mmaction - INFO - Epoch [19][220/1253] lr: 3.000e-02, eta: 15:58:54, time: 1.109, data_time: 0.008, memory: 10398, top1_acc: 0.6721, top5_acc: 0.8758, loss_cls: 1.2887, loss: 1.2887, grad_norm: 2.9839 2020-10-12 06:06:52,643 - mmaction - INFO - Epoch [19][240/1253] lr: 3.000e-02, eta: 15:58:13, time: 1.086, data_time: 0.008, memory: 10398, top1_acc: 0.6557, top5_acc: 0.8719, loss_cls: 1.3631, loss: 1.3631, grad_norm: 3.0507 2020-10-12 06:07:14,543 - mmaction - INFO - Epoch [19][260/1253] lr: 3.000e-02, eta: 15:57:32, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.6664, top5_acc: 0.8698, loss_cls: 1.3304, loss: 1.3304, grad_norm: 3.0710 2020-10-12 06:07:35,299 - mmaction - INFO - Epoch [19][280/1253] lr: 3.000e-02, eta: 15:56:49, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.6513, top5_acc: 0.8594, loss_cls: 1.4001, loss: 1.4001, grad_norm: 3.1656 2020-10-12 06:07:57,803 - mmaction - INFO - Epoch [19][300/1253] lr: 3.000e-02, eta: 15:56:09, time: 1.127, data_time: 0.007, memory: 10398, top1_acc: 0.6633, top5_acc: 0.8729, loss_cls: 1.3271, loss: 1.3271, grad_norm: 2.9668 2020-10-12 06:08:18,911 - mmaction - INFO - Epoch [19][320/1253] lr: 3.000e-02, eta: 15:55:27, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.6576, top5_acc: 0.8794, loss_cls: 1.3399, loss: 1.3399, grad_norm: 3.0883 2020-10-12 06:08:39,932 - mmaction - INFO - Epoch [19][340/1253] lr: 3.000e-02, eta: 15:54:45, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8711, loss_cls: 1.3513, loss: 1.3513, grad_norm: 2.9704 2020-10-12 06:09:02,476 - mmaction - INFO - Epoch [19][360/1253] lr: 3.000e-02, eta: 15:54:05, time: 1.129, data_time: 0.007, memory: 10398, top1_acc: 0.6565, top5_acc: 0.8690, loss_cls: 1.3576, loss: 1.3576, grad_norm: 3.0814 2020-10-12 06:09:23,226 - mmaction - INFO - Epoch [19][380/1253] lr: 3.000e-02, eta: 15:53:22, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.6674, top5_acc: 0.8734, loss_cls: 1.3143, loss: 1.3143, grad_norm: 2.9933 2020-10-12 06:09:45,215 - mmaction - INFO - Epoch [19][400/1253] lr: 3.000e-02, eta: 15:52:42, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.6646, top5_acc: 0.8654, loss_cls: 1.3568, loss: 1.3568, grad_norm: 3.0745 2020-10-12 06:10:07,801 - mmaction - INFO - Epoch [19][420/1253] lr: 3.000e-02, eta: 15:52:02, time: 1.130, data_time: 0.008, memory: 10398, top1_acc: 0.6674, top5_acc: 0.8760, loss_cls: 1.3291, loss: 1.3291, grad_norm: 3.0445 2020-10-12 06:10:29,989 - mmaction - INFO - Epoch [19][440/1253] lr: 3.000e-02, eta: 15:51:22, time: 1.110, data_time: 0.004, memory: 10398, top1_acc: 0.6617, top5_acc: 0.8737, loss_cls: 1.3338, loss: 1.3338, grad_norm: 3.1391 2020-10-12 06:10:51,086 - mmaction - INFO - Epoch [19][460/1253] lr: 3.000e-02, eta: 15:50:40, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.6539, top5_acc: 0.8708, loss_cls: 1.3614, loss: 1.3614, grad_norm: 3.0947 2020-10-12 06:11:12,819 - mmaction - INFO - Epoch [19][480/1253] lr: 3.000e-02, eta: 15:49:59, time: 1.087, data_time: 0.002, memory: 10398, top1_acc: 0.6482, top5_acc: 0.8654, loss_cls: 1.4052, loss: 1.4052, grad_norm: 3.1295 2020-10-12 06:11:34,979 - mmaction - INFO - Epoch [19][500/1253] lr: 3.000e-02, eta: 15:49:19, time: 1.105, data_time: 0.005, memory: 10398, top1_acc: 0.6492, top5_acc: 0.8656, loss_cls: 1.3972, loss: 1.3972, grad_norm: 3.1218 2020-10-12 06:11:56,017 - mmaction - INFO - Epoch [19][520/1253] lr: 3.000e-02, eta: 15:48:37, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.6529, top5_acc: 0.8617, loss_cls: 1.4046, loss: 1.4046, grad_norm: 3.0966 2020-10-12 06:12:17,875 - mmaction - INFO - Epoch [19][540/1253] lr: 3.000e-02, eta: 15:47:56, time: 1.091, data_time: 0.002, memory: 10398, top1_acc: 0.6534, top5_acc: 0.8688, loss_cls: 1.3559, loss: 1.3559, grad_norm: 3.0805 2020-10-12 06:12:40,169 - mmaction - INFO - Epoch [19][560/1253] lr: 3.000e-02, eta: 15:47:16, time: 1.117, data_time: 0.006, memory: 10398, top1_acc: 0.6414, top5_acc: 0.8732, loss_cls: 1.3648, loss: 1.3648, grad_norm: 3.0962 2020-10-12 06:13:02,294 - mmaction - INFO - Epoch [19][580/1253] lr: 3.000e-02, eta: 15:46:36, time: 1.105, data_time: 0.002, memory: 10398, top1_acc: 0.6607, top5_acc: 0.8732, loss_cls: 1.3743, loss: 1.3743, grad_norm: 3.0430 2020-10-12 06:13:24,343 - mmaction - INFO - Epoch [19][600/1253] lr: 3.000e-02, eta: 15:45:56, time: 1.101, data_time: 0.007, memory: 10398, top1_acc: 0.6492, top5_acc: 0.8677, loss_cls: 1.3898, loss: 1.3898, grad_norm: 3.0777 2020-10-12 06:13:45,639 - mmaction - INFO - Epoch [19][620/1253] lr: 3.000e-02, eta: 15:45:15, time: 1.066, data_time: 0.008, memory: 10398, top1_acc: 0.6690, top5_acc: 0.8734, loss_cls: 1.3458, loss: 1.3458, grad_norm: 3.1177 2020-10-12 06:14:07,394 - mmaction - INFO - Epoch [19][640/1253] lr: 3.000e-02, eta: 15:44:34, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.6664, top5_acc: 0.8682, loss_cls: 1.3552, loss: 1.3552, grad_norm: 3.0751 2020-10-12 06:14:30,123 - mmaction - INFO - Epoch [19][660/1253] lr: 3.000e-02, eta: 15:43:55, time: 1.140, data_time: 0.008, memory: 10398, top1_acc: 0.6630, top5_acc: 0.8747, loss_cls: 1.3484, loss: 1.3484, grad_norm: 3.0579 2020-10-12 06:14:51,822 - mmaction - INFO - Epoch [19][680/1253] lr: 3.000e-02, eta: 15:43:15, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.6492, top5_acc: 0.8677, loss_cls: 1.3836, loss: 1.3836, grad_norm: 3.1258 2020-10-12 06:15:13,967 - mmaction - INFO - Epoch [19][700/1253] lr: 3.000e-02, eta: 15:42:35, time: 1.105, data_time: 0.002, memory: 10398, top1_acc: 0.6612, top5_acc: 0.8719, loss_cls: 1.3463, loss: 1.3463, grad_norm: 3.0861 2020-10-12 06:15:34,679 - mmaction - INFO - Epoch [19][720/1253] lr: 3.000e-02, eta: 15:41:52, time: 1.035, data_time: 0.008, memory: 10398, top1_acc: 0.6583, top5_acc: 0.8693, loss_cls: 1.3508, loss: 1.3508, grad_norm: 3.0719 2020-10-12 06:15:57,231 - mmaction - INFO - Epoch [19][740/1253] lr: 3.000e-02, eta: 15:41:13, time: 1.131, data_time: 0.008, memory: 10398, top1_acc: 0.6641, top5_acc: 0.8750, loss_cls: 1.3579, loss: 1.3579, grad_norm: 3.0734 2020-10-12 06:16:20,156 - mmaction - INFO - Epoch [19][760/1253] lr: 3.000e-02, eta: 15:40:35, time: 1.146, data_time: 0.002, memory: 10398, top1_acc: 0.6562, top5_acc: 0.8776, loss_cls: 1.3556, loss: 1.3556, grad_norm: 3.1321 2020-10-12 06:16:41,210 - mmaction - INFO - Epoch [19][780/1253] lr: 3.000e-02, eta: 15:39:53, time: 1.049, data_time: 0.006, memory: 10398, top1_acc: 0.6453, top5_acc: 0.8620, loss_cls: 1.4167, loss: 1.4167, grad_norm: 3.1188 2020-10-12 06:17:02,519 - mmaction - INFO - Epoch [19][800/1253] lr: 3.000e-02, eta: 15:39:12, time: 1.068, data_time: 0.008, memory: 10398, top1_acc: 0.6544, top5_acc: 0.8755, loss_cls: 1.3557, loss: 1.3557, grad_norm: 3.0841 2020-10-12 06:17:24,593 - mmaction - INFO - Epoch [19][820/1253] lr: 3.000e-02, eta: 15:38:33, time: 1.105, data_time: 0.003, memory: 10398, top1_acc: 0.6505, top5_acc: 0.8695, loss_cls: 1.3805, loss: 1.3805, grad_norm: 3.0688 2020-10-12 06:17:46,033 - mmaction - INFO - Epoch [19][840/1253] lr: 3.000e-02, eta: 15:37:52, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.6570, top5_acc: 0.8672, loss_cls: 1.3565, loss: 1.3565, grad_norm: 3.0593 2020-10-12 06:18:07,846 - mmaction - INFO - Epoch [19][860/1253] lr: 3.000e-02, eta: 15:37:12, time: 1.092, data_time: 0.007, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8706, loss_cls: 1.3854, loss: 1.3854, grad_norm: 3.1812 2020-10-12 06:18:29,668 - mmaction - INFO - Epoch [19][880/1253] lr: 3.000e-02, eta: 15:36:31, time: 1.089, data_time: 0.006, memory: 10398, top1_acc: 0.6424, top5_acc: 0.8638, loss_cls: 1.4135, loss: 1.4135, grad_norm: 3.1938 2020-10-12 06:18:50,365 - mmaction - INFO - Epoch [19][900/1253] lr: 3.000e-02, eta: 15:35:49, time: 1.036, data_time: 0.008, memory: 10398, top1_acc: 0.6589, top5_acc: 0.8706, loss_cls: 1.3562, loss: 1.3562, grad_norm: 3.0595 2020-10-12 06:19:12,028 - mmaction - INFO - Epoch [19][920/1253] lr: 3.000e-02, eta: 15:35:09, time: 1.083, data_time: 0.003, memory: 10398, top1_acc: 0.6682, top5_acc: 0.8672, loss_cls: 1.3587, loss: 1.3587, grad_norm: 3.0094 2020-10-12 06:19:35,113 - mmaction - INFO - Epoch [19][940/1253] lr: 3.000e-02, eta: 15:34:31, time: 1.153, data_time: 0.006, memory: 10398, top1_acc: 0.6529, top5_acc: 0.8664, loss_cls: 1.3659, loss: 1.3659, grad_norm: 3.0695 2020-10-12 06:19:56,649 - mmaction - INFO - Epoch [19][960/1253] lr: 3.000e-02, eta: 15:33:51, time: 1.078, data_time: 0.008, memory: 10398, top1_acc: 0.6443, top5_acc: 0.8609, loss_cls: 1.4411, loss: 1.4411, grad_norm: 3.0724 2020-10-12 06:20:17,423 - mmaction - INFO - Epoch [19][980/1253] lr: 3.000e-02, eta: 15:33:09, time: 1.040, data_time: 0.003, memory: 10398, top1_acc: 0.6521, top5_acc: 0.8628, loss_cls: 1.4202, loss: 1.4202, grad_norm: 3.1475 2020-10-12 06:20:38,004 - mmaction - INFO - Epoch [19][1000/1253] lr: 3.000e-02, eta: 15:32:27, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.6544, top5_acc: 0.8609, loss_cls: 1.4073, loss: 1.4073, grad_norm: 3.0360 2020-10-12 06:21:01,192 - mmaction - INFO - Epoch [19][1020/1253] lr: 3.000e-02, eta: 15:31:49, time: 1.159, data_time: 0.007, memory: 10398, top1_acc: 0.6576, top5_acc: 0.8591, loss_cls: 1.4064, loss: 1.4064, grad_norm: 3.1452 2020-10-12 06:21:23,213 - mmaction - INFO - Epoch [19][1040/1253] lr: 3.000e-02, eta: 15:31:10, time: 1.103, data_time: 0.008, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8628, loss_cls: 1.4057, loss: 1.4057, grad_norm: 3.0396 2020-10-12 06:21:43,352 - mmaction - INFO - Epoch [19][1060/1253] lr: 3.000e-02, eta: 15:30:27, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.6490, top5_acc: 0.8643, loss_cls: 1.3870, loss: 1.3870, grad_norm: 3.0539 2020-10-12 06:22:03,802 - mmaction - INFO - Epoch [19][1080/1253] lr: 3.000e-02, eta: 15:29:45, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.6495, top5_acc: 0.8581, loss_cls: 1.4207, loss: 1.4207, grad_norm: 3.1155 2020-10-12 06:22:24,315 - mmaction - INFO - Epoch [19][1100/1253] lr: 3.000e-02, eta: 15:29:03, time: 1.027, data_time: 0.008, memory: 10398, top1_acc: 0.6424, top5_acc: 0.8734, loss_cls: 1.3976, loss: 1.3976, grad_norm: 3.1171 2020-10-12 06:22:45,901 - mmaction - INFO - Epoch [19][1120/1253] lr: 3.000e-02, eta: 15:28:23, time: 1.080, data_time: 0.003, memory: 10398, top1_acc: 0.6622, top5_acc: 0.8760, loss_cls: 1.3406, loss: 1.3406, grad_norm: 3.0766 2020-10-12 06:23:06,553 - mmaction - INFO - Epoch [19][1140/1253] lr: 3.000e-02, eta: 15:27:42, time: 1.032, data_time: 0.004, memory: 10398, top1_acc: 0.6497, top5_acc: 0.8708, loss_cls: 1.3829, loss: 1.3829, grad_norm: 3.1534 2020-10-12 06:23:27,745 - mmaction - INFO - Epoch [19][1160/1253] lr: 3.000e-02, eta: 15:27:01, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.6409, top5_acc: 0.8648, loss_cls: 1.4128, loss: 1.4128, grad_norm: 3.0982 2020-10-12 06:23:50,018 - mmaction - INFO - Epoch [19][1180/1253] lr: 3.000e-02, eta: 15:26:22, time: 1.112, data_time: 0.005, memory: 10398, top1_acc: 0.6607, top5_acc: 0.8753, loss_cls: 1.3477, loss: 1.3477, grad_norm: 3.0934 2020-10-12 06:24:12,391 - mmaction - INFO - Epoch [19][1200/1253] lr: 3.000e-02, eta: 15:25:43, time: 1.120, data_time: 0.004, memory: 10398, top1_acc: 0.6549, top5_acc: 0.8695, loss_cls: 1.3998, loss: 1.3998, grad_norm: 3.0896 2020-10-12 06:24:33,781 - mmaction - INFO - Epoch [19][1220/1253] lr: 3.000e-02, eta: 15:25:03, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.6503, top5_acc: 0.8672, loss_cls: 1.3878, loss: 1.3878, grad_norm: 3.0705 2020-10-12 06:24:54,850 - mmaction - INFO - Epoch [19][1240/1253] lr: 3.000e-02, eta: 15:24:22, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.6570, top5_acc: 0.8648, loss_cls: 1.3907, loss: 1.3907, grad_norm: 3.0999 2020-10-12 06:25:38,612 - mmaction - INFO - Epoch [20][20/1253] lr: 3.000e-02, eta: 15:23:05, time: 1.436, data_time: 0.522, memory: 10398, top1_acc: 0.6552, top5_acc: 0.8753, loss_cls: 1.3255, loss: 1.3255, grad_norm: 3.0901 2020-10-12 06:25:58,964 - mmaction - INFO - Epoch [20][40/1253] lr: 3.000e-02, eta: 15:22:23, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.6760, top5_acc: 0.8810, loss_cls: 1.2890, loss: 1.2890, grad_norm: 3.0218 2020-10-12 06:26:21,900 - mmaction - INFO - Epoch [20][60/1253] lr: 3.000e-02, eta: 15:21:46, time: 1.147, data_time: 0.003, memory: 10398, top1_acc: 0.6549, top5_acc: 0.8677, loss_cls: 1.3457, loss: 1.3457, grad_norm: 3.0614 2020-10-12 06:26:42,744 - mmaction - INFO - Epoch [20][80/1253] lr: 3.000e-02, eta: 15:21:05, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.6604, top5_acc: 0.8755, loss_cls: 1.3328, loss: 1.3328, grad_norm: 3.0700 2020-10-12 06:27:06,133 - mmaction - INFO - Epoch [20][100/1253] lr: 3.000e-02, eta: 15:20:28, time: 1.169, data_time: 0.007, memory: 10398, top1_acc: 0.6581, top5_acc: 0.8695, loss_cls: 1.3287, loss: 1.3287, grad_norm: 3.0754 2020-10-12 06:27:26,446 - mmaction - INFO - Epoch [20][120/1253] lr: 3.000e-02, eta: 15:19:46, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.6727, top5_acc: 0.8737, loss_cls: 1.3019, loss: 1.3019, grad_norm: 2.9870 2020-10-12 06:27:46,654 - mmaction - INFO - Epoch [20][140/1253] lr: 3.000e-02, eta: 15:19:04, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.6682, top5_acc: 0.8826, loss_cls: 1.2960, loss: 1.2960, grad_norm: 3.0613 2020-10-12 06:28:06,352 - mmaction - INFO - Epoch [20][160/1253] lr: 3.000e-02, eta: 15:18:22, time: 0.986, data_time: 0.007, memory: 10398, top1_acc: 0.6669, top5_acc: 0.8839, loss_cls: 1.2885, loss: 1.2885, grad_norm: 3.0495 2020-10-12 06:28:28,001 - mmaction - INFO - Epoch [20][180/1253] lr: 3.000e-02, eta: 15:17:42, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.6615, top5_acc: 0.8724, loss_cls: 1.3293, loss: 1.3293, grad_norm: 3.0958 2020-10-12 06:28:49,759 - mmaction - INFO - Epoch [20][200/1253] lr: 3.000e-02, eta: 15:17:03, time: 1.091, data_time: 0.007, memory: 10398, top1_acc: 0.6630, top5_acc: 0.8734, loss_cls: 1.3604, loss: 1.3604, grad_norm: 3.0919 2020-10-12 06:29:10,246 - mmaction - INFO - Epoch [20][220/1253] lr: 3.000e-02, eta: 15:16:21, time: 1.024, data_time: 0.003, memory: 10398, top1_acc: 0.6581, top5_acc: 0.8714, loss_cls: 1.3504, loss: 1.3504, grad_norm: 3.1427 2020-10-12 06:29:32,275 - mmaction - INFO - Epoch [20][240/1253] lr: 3.000e-02, eta: 15:15:43, time: 1.102, data_time: 0.005, memory: 10398, top1_acc: 0.6542, top5_acc: 0.8750, loss_cls: 1.3327, loss: 1.3327, grad_norm: 3.1008 2020-10-12 06:29:53,436 - mmaction - INFO - Epoch [20][260/1253] lr: 3.000e-02, eta: 15:15:02, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.6667, top5_acc: 0.8727, loss_cls: 1.3321, loss: 1.3321, grad_norm: 3.1438 2020-10-12 06:30:15,880 - mmaction - INFO - Epoch [20][280/1253] lr: 3.000e-02, eta: 15:14:24, time: 1.122, data_time: 0.003, memory: 10398, top1_acc: 0.6854, top5_acc: 0.8773, loss_cls: 1.2738, loss: 1.2738, grad_norm: 3.0513 2020-10-12 06:30:36,559 - mmaction - INFO - Epoch [20][300/1253] lr: 3.000e-02, eta: 15:13:43, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.6677, top5_acc: 0.8677, loss_cls: 1.3353, loss: 1.3353, grad_norm: 3.1405 2020-10-12 06:30:57,833 - mmaction - INFO - Epoch [20][320/1253] lr: 3.000e-02, eta: 15:13:04, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.6648, top5_acc: 0.8703, loss_cls: 1.3185, loss: 1.3185, grad_norm: 3.0867 2020-10-12 06:31:19,402 - mmaction - INFO - Epoch [20][340/1253] lr: 3.000e-02, eta: 15:12:24, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.6620, top5_acc: 0.8719, loss_cls: 1.3479, loss: 1.3479, grad_norm: 3.1429 2020-10-12 06:31:42,180 - mmaction - INFO - Epoch [20][360/1253] lr: 3.000e-02, eta: 15:11:47, time: 1.139, data_time: 0.006, memory: 10398, top1_acc: 0.6732, top5_acc: 0.8721, loss_cls: 1.3178, loss: 1.3178, grad_norm: 3.0642 2020-10-12 06:32:04,155 - mmaction - INFO - Epoch [20][380/1253] lr: 3.000e-02, eta: 15:11:08, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.6698, top5_acc: 0.8833, loss_cls: 1.2995, loss: 1.2995, grad_norm: 3.0662 2020-10-12 06:32:25,569 - mmaction - INFO - Epoch [20][400/1253] lr: 3.000e-02, eta: 15:10:29, time: 1.073, data_time: 0.007, memory: 10398, top1_acc: 0.6677, top5_acc: 0.8737, loss_cls: 1.3267, loss: 1.3267, grad_norm: 3.0641 2020-10-12 06:32:46,508 - mmaction - INFO - Epoch [20][420/1253] lr: 3.000e-02, eta: 15:09:48, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.6594, top5_acc: 0.8698, loss_cls: 1.3605, loss: 1.3605, grad_norm: 3.0793 2020-10-12 06:33:07,676 - mmaction - INFO - Epoch [20][440/1253] lr: 3.000e-02, eta: 15:09:08, time: 1.061, data_time: 0.008, memory: 10398, top1_acc: 0.6536, top5_acc: 0.8698, loss_cls: 1.3415, loss: 1.3415, grad_norm: 3.0861 2020-10-12 06:33:29,237 - mmaction - INFO - Epoch [20][460/1253] lr: 3.000e-02, eta: 15:08:29, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.6534, top5_acc: 0.8622, loss_cls: 1.3955, loss: 1.3955, grad_norm: 3.1820 2020-10-12 06:33:51,286 - mmaction - INFO - Epoch [20][480/1253] lr: 3.000e-02, eta: 15:07:51, time: 1.100, data_time: 0.006, memory: 10398, top1_acc: 0.6633, top5_acc: 0.8688, loss_cls: 1.3455, loss: 1.3455, grad_norm: 3.1194 2020-10-12 06:34:11,257 - mmaction - INFO - Epoch [20][500/1253] lr: 3.000e-02, eta: 15:07:09, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.6646, top5_acc: 0.8815, loss_cls: 1.3305, loss: 1.3305, grad_norm: 3.0847 2020-10-12 06:34:32,857 - mmaction - INFO - Epoch [20][520/1253] lr: 3.000e-02, eta: 15:06:30, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.6716, top5_acc: 0.8758, loss_cls: 1.2994, loss: 1.2994, grad_norm: 3.0674 2020-10-12 06:34:53,576 - mmaction - INFO - Epoch [20][540/1253] lr: 3.000e-02, eta: 15:05:49, time: 1.037, data_time: 0.007, memory: 10398, top1_acc: 0.6607, top5_acc: 0.8674, loss_cls: 1.3446, loss: 1.3446, grad_norm: 3.0924 2020-10-12 06:35:16,574 - mmaction - INFO - Epoch [20][560/1253] lr: 3.000e-02, eta: 15:05:13, time: 1.150, data_time: 0.002, memory: 10398, top1_acc: 0.6768, top5_acc: 0.8802, loss_cls: 1.2790, loss: 1.2790, grad_norm: 3.0370 2020-10-12 06:35:38,369 - mmaction - INFO - Epoch [20][580/1253] lr: 3.000e-02, eta: 15:04:34, time: 1.089, data_time: 0.005, memory: 10398, top1_acc: 0.6487, top5_acc: 0.8682, loss_cls: 1.4098, loss: 1.4098, grad_norm: 3.1855 2020-10-12 06:35:59,927 - mmaction - INFO - Epoch [20][600/1253] lr: 3.000e-02, eta: 15:03:55, time: 1.080, data_time: 0.004, memory: 10398, top1_acc: 0.6448, top5_acc: 0.8690, loss_cls: 1.3840, loss: 1.3840, grad_norm: 3.1258 2020-10-12 06:36:20,925 - mmaction - INFO - Epoch [20][620/1253] lr: 3.000e-02, eta: 15:03:15, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.6617, top5_acc: 0.8724, loss_cls: 1.3412, loss: 1.3412, grad_norm: 3.0737 2020-10-12 06:36:42,287 - mmaction - INFO - Epoch [20][640/1253] lr: 3.000e-02, eta: 15:02:36, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.6531, top5_acc: 0.8625, loss_cls: 1.3845, loss: 1.3845, grad_norm: 3.1523 2020-10-12 06:37:02,804 - mmaction - INFO - Epoch [20][660/1253] lr: 3.000e-02, eta: 15:01:55, time: 1.026, data_time: 0.008, memory: 10398, top1_acc: 0.6628, top5_acc: 0.8740, loss_cls: 1.3209, loss: 1.3209, grad_norm: 3.0185 2020-10-12 06:37:23,733 - mmaction - INFO - Epoch [20][680/1253] lr: 3.000e-02, eta: 15:01:15, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.6521, top5_acc: 0.8568, loss_cls: 1.4087, loss: 1.4087, grad_norm: 3.1929 2020-10-12 06:37:44,778 - mmaction - INFO - Epoch [20][700/1253] lr: 3.000e-02, eta: 15:00:35, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.6701, top5_acc: 0.8721, loss_cls: 1.3072, loss: 1.3072, grad_norm: 2.9908 2020-10-12 06:38:05,454 - mmaction - INFO - Epoch [20][720/1253] lr: 3.000e-02, eta: 14:59:55, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.6615, top5_acc: 0.8711, loss_cls: 1.3451, loss: 1.3451, grad_norm: 3.0688 2020-10-12 06:38:26,843 - mmaction - INFO - Epoch [20][740/1253] lr: 3.000e-02, eta: 14:59:16, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.6617, top5_acc: 0.8729, loss_cls: 1.3469, loss: 1.3469, grad_norm: 3.0570 2020-10-12 06:38:47,931 - mmaction - INFO - Epoch [20][760/1253] lr: 3.000e-02, eta: 14:58:37, time: 1.052, data_time: 0.008, memory: 10398, top1_acc: 0.6534, top5_acc: 0.8612, loss_cls: 1.3957, loss: 1.3957, grad_norm: 3.1353 2020-10-12 06:39:08,813 - mmaction - INFO - Epoch [20][780/1253] lr: 3.000e-02, eta: 14:57:57, time: 1.047, data_time: 0.008, memory: 10398, top1_acc: 0.6672, top5_acc: 0.8786, loss_cls: 1.3078, loss: 1.3078, grad_norm: 3.0479 2020-10-12 06:39:29,981 - mmaction - INFO - Epoch [20][800/1253] lr: 3.000e-02, eta: 14:57:17, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.6643, top5_acc: 0.8703, loss_cls: 1.3368, loss: 1.3368, grad_norm: 3.1046 2020-10-12 06:39:52,182 - mmaction - INFO - Epoch [20][820/1253] lr: 3.000e-02, eta: 14:56:40, time: 1.112, data_time: 0.008, memory: 10398, top1_acc: 0.6622, top5_acc: 0.8719, loss_cls: 1.3330, loss: 1.3330, grad_norm: 3.0704 2020-10-12 06:40:13,350 - mmaction - INFO - Epoch [20][840/1253] lr: 3.000e-02, eta: 14:56:00, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.6714, top5_acc: 0.8755, loss_cls: 1.3197, loss: 1.3197, grad_norm: 3.0207 2020-10-12 06:40:36,147 - mmaction - INFO - Epoch [20][860/1253] lr: 3.000e-02, eta: 14:55:24, time: 1.138, data_time: 0.005, memory: 10398, top1_acc: 0.6602, top5_acc: 0.8690, loss_cls: 1.3438, loss: 1.3438, grad_norm: 3.1302 2020-10-12 06:40:58,378 - mmaction - INFO - Epoch [20][880/1253] lr: 3.000e-02, eta: 14:54:46, time: 1.111, data_time: 0.005, memory: 10398, top1_acc: 0.6495, top5_acc: 0.8648, loss_cls: 1.3671, loss: 1.3671, grad_norm: 3.0984 2020-10-12 06:41:20,240 - mmaction - INFO - Epoch [20][900/1253] lr: 3.000e-02, eta: 14:54:08, time: 1.095, data_time: 0.007, memory: 10398, top1_acc: 0.6404, top5_acc: 0.8664, loss_cls: 1.4112, loss: 1.4112, grad_norm: 3.1546 2020-10-12 06:41:41,801 - mmaction - INFO - Epoch [20][920/1253] lr: 3.000e-02, eta: 14:53:29, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.6495, top5_acc: 0.8706, loss_cls: 1.3984, loss: 1.3984, grad_norm: 3.1259 2020-10-12 06:42:02,923 - mmaction - INFO - Epoch [20][940/1253] lr: 3.000e-02, eta: 14:52:50, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.6609, top5_acc: 0.8732, loss_cls: 1.3634, loss: 1.3634, grad_norm: 3.0498 2020-10-12 06:42:22,982 - mmaction - INFO - Epoch [20][960/1253] lr: 3.000e-02, eta: 14:52:09, time: 1.003, data_time: 0.002, memory: 10398, top1_acc: 0.6695, top5_acc: 0.8724, loss_cls: 1.3264, loss: 1.3264, grad_norm: 3.0277 2020-10-12 06:42:44,148 - mmaction - INFO - Epoch [20][980/1253] lr: 3.000e-02, eta: 14:51:30, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.6591, top5_acc: 0.8701, loss_cls: 1.3381, loss: 1.3381, grad_norm: 3.0972 2020-10-12 06:43:05,539 - mmaction - INFO - Epoch [20][1000/1253] lr: 3.000e-02, eta: 14:50:51, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.6651, top5_acc: 0.8729, loss_cls: 1.3363, loss: 1.3363, grad_norm: 3.1027 2020-10-12 06:43:26,904 - mmaction - INFO - Epoch [20][1020/1253] lr: 3.000e-02, eta: 14:50:13, time: 1.069, data_time: 0.003, memory: 10398, top1_acc: 0.6479, top5_acc: 0.8615, loss_cls: 1.4231, loss: 1.4231, grad_norm: 3.1785 2020-10-12 06:43:50,588 - mmaction - INFO - Epoch [20][1040/1253] lr: 3.000e-02, eta: 14:49:37, time: 1.182, data_time: 0.005, memory: 10398, top1_acc: 0.6464, top5_acc: 0.8651, loss_cls: 1.4020, loss: 1.4020, grad_norm: 3.1176 2020-10-12 06:44:10,980 - mmaction - INFO - Epoch [20][1060/1253] lr: 3.000e-02, eta: 14:48:57, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8716, loss_cls: 1.3697, loss: 1.3697, grad_norm: 3.0276 2020-10-12 06:44:33,720 - mmaction - INFO - Epoch [20][1080/1253] lr: 3.000e-02, eta: 14:48:21, time: 1.135, data_time: 0.005, memory: 10398, top1_acc: 0.6633, top5_acc: 0.8648, loss_cls: 1.3583, loss: 1.3583, grad_norm: 3.0790 2020-10-12 06:44:56,030 - mmaction - INFO - Epoch [20][1100/1253] lr: 3.000e-02, eta: 14:47:44, time: 1.117, data_time: 0.008, memory: 10398, top1_acc: 0.6544, top5_acc: 0.8664, loss_cls: 1.3891, loss: 1.3891, grad_norm: 3.1170 2020-10-12 06:45:18,160 - mmaction - INFO - Epoch [20][1120/1253] lr: 3.000e-02, eta: 14:47:06, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8724, loss_cls: 1.3469, loss: 1.3469, grad_norm: 2.9841 2020-10-12 06:45:39,953 - mmaction - INFO - Epoch [20][1140/1253] lr: 3.000e-02, eta: 14:46:28, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.6555, top5_acc: 0.8716, loss_cls: 1.3737, loss: 1.3737, grad_norm: 3.0920 2020-10-12 06:46:01,009 - mmaction - INFO - Epoch [20][1160/1253] lr: 3.000e-02, eta: 14:45:49, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.6578, top5_acc: 0.8625, loss_cls: 1.3858, loss: 1.3858, grad_norm: 3.1785 2020-10-12 06:46:23,204 - mmaction - INFO - Epoch [20][1180/1253] lr: 3.000e-02, eta: 14:45:12, time: 1.110, data_time: 0.002, memory: 10398, top1_acc: 0.6539, top5_acc: 0.8742, loss_cls: 1.3611, loss: 1.3611, grad_norm: 3.1196 2020-10-12 06:46:45,672 - mmaction - INFO - Epoch [20][1200/1253] lr: 3.000e-02, eta: 14:44:35, time: 1.124, data_time: 0.005, memory: 10398, top1_acc: 0.6500, top5_acc: 0.8609, loss_cls: 1.4255, loss: 1.4255, grad_norm: 3.1097 2020-10-12 06:47:06,928 - mmaction - INFO - Epoch [20][1220/1253] lr: 3.000e-02, eta: 14:43:56, time: 1.059, data_time: 0.007, memory: 10398, top1_acc: 0.6599, top5_acc: 0.8656, loss_cls: 1.3772, loss: 1.3772, grad_norm: 3.0883 2020-10-12 06:47:28,940 - mmaction - INFO - Epoch [20][1240/1253] lr: 3.000e-02, eta: 14:43:19, time: 1.105, data_time: 0.008, memory: 10398, top1_acc: 0.6526, top5_acc: 0.8664, loss_cls: 1.3884, loss: 1.3884, grad_norm: 3.1491 2020-10-12 06:47:42,252 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-12 06:48:10,603 - mmaction - INFO - Epoch [21][20/1253] lr: 3.000e-03, eta: 14:42:04, time: 1.380, data_time: 0.461, memory: 10398, top1_acc: 0.6750, top5_acc: 0.8813, loss_cls: 1.2669, loss: 1.2669, grad_norm: 2.9210 2020-10-12 06:48:32,257 - mmaction - INFO - Epoch [21][40/1253] lr: 3.000e-03, eta: 14:41:26, time: 1.084, data_time: 0.004, memory: 10398, top1_acc: 0.7068, top5_acc: 0.8961, loss_cls: 1.1771, loss: 1.1771, grad_norm: 2.7763 2020-10-12 06:48:53,519 - mmaction - INFO - Epoch [21][60/1253] lr: 3.000e-03, eta: 14:40:48, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.7135, top5_acc: 0.9003, loss_cls: 1.1180, loss: 1.1180, grad_norm: 2.7858 2020-10-12 06:49:14,963 - mmaction - INFO - Epoch [21][80/1253] lr: 3.000e-03, eta: 14:40:10, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.7240, top5_acc: 0.8977, loss_cls: 1.1039, loss: 1.1039, grad_norm: 2.6686 2020-10-12 06:49:38,167 - mmaction - INFO - Epoch [21][100/1253] lr: 3.000e-03, eta: 14:39:34, time: 1.160, data_time: 0.006, memory: 10398, top1_acc: 0.7214, top5_acc: 0.9034, loss_cls: 1.1020, loss: 1.1020, grad_norm: 2.6924 2020-10-12 06:49:59,776 - mmaction - INFO - Epoch [21][120/1253] lr: 3.000e-03, eta: 14:38:56, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9089, loss_cls: 1.0450, loss: 1.0450, grad_norm: 2.6600 2020-10-12 06:50:21,945 - mmaction - INFO - Epoch [21][140/1253] lr: 3.000e-03, eta: 14:38:19, time: 1.108, data_time: 0.002, memory: 10398, top1_acc: 0.7289, top5_acc: 0.9109, loss_cls: 1.0615, loss: 1.0615, grad_norm: 2.7643 2020-10-12 06:50:43,549 - mmaction - INFO - Epoch [21][160/1253] lr: 3.000e-03, eta: 14:37:41, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.7164, top5_acc: 0.8990, loss_cls: 1.1273, loss: 1.1273, grad_norm: 2.8142 2020-10-12 06:51:06,090 - mmaction - INFO - Epoch [21][180/1253] lr: 3.000e-03, eta: 14:37:05, time: 1.124, data_time: 0.007, memory: 10398, top1_acc: 0.7268, top5_acc: 0.9102, loss_cls: 1.0594, loss: 1.0594, grad_norm: 2.6706 2020-10-12 06:51:26,821 - mmaction - INFO - Epoch [21][200/1253] lr: 3.000e-03, eta: 14:36:26, time: 1.039, data_time: 0.008, memory: 10398, top1_acc: 0.7312, top5_acc: 0.9112, loss_cls: 1.0326, loss: 1.0326, grad_norm: 2.6904 2020-10-12 06:51:48,992 - mmaction - INFO - Epoch [21][220/1253] lr: 3.000e-03, eta: 14:35:49, time: 1.109, data_time: 0.006, memory: 10398, top1_acc: 0.7253, top5_acc: 0.9086, loss_cls: 1.0543, loss: 1.0543, grad_norm: 2.7356 2020-10-12 06:52:10,070 - mmaction - INFO - Epoch [21][240/1253] lr: 3.000e-03, eta: 14:35:10, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.7388, top5_acc: 0.9073, loss_cls: 1.0490, loss: 1.0490, grad_norm: 2.7011 2020-10-12 06:52:32,351 - mmaction - INFO - Epoch [21][260/1253] lr: 3.000e-03, eta: 14:34:34, time: 1.114, data_time: 0.006, memory: 10398, top1_acc: 0.7385, top5_acc: 0.9112, loss_cls: 1.0226, loss: 1.0226, grad_norm: 2.6768 2020-10-12 06:52:54,401 - mmaction - INFO - Epoch [21][280/1253] lr: 3.000e-03, eta: 14:33:56, time: 1.102, data_time: 0.002, memory: 10398, top1_acc: 0.7271, top5_acc: 0.9083, loss_cls: 1.0506, loss: 1.0506, grad_norm: 2.7476 2020-10-12 06:53:16,068 - mmaction - INFO - Epoch [21][300/1253] lr: 3.000e-03, eta: 14:33:19, time: 1.081, data_time: 0.003, memory: 10398, top1_acc: 0.7362, top5_acc: 0.9086, loss_cls: 1.0509, loss: 1.0509, grad_norm: 2.7457 2020-10-12 06:53:38,333 - mmaction - INFO - Epoch [21][320/1253] lr: 3.000e-03, eta: 14:32:42, time: 1.116, data_time: 0.008, memory: 10398, top1_acc: 0.7370, top5_acc: 0.9159, loss_cls: 1.0107, loss: 1.0107, grad_norm: 2.7545 2020-10-12 06:53:59,989 - mmaction - INFO - Epoch [21][340/1253] lr: 3.000e-03, eta: 14:32:05, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7260, top5_acc: 0.9070, loss_cls: 1.0606, loss: 1.0606, grad_norm: 2.7277 2020-10-12 06:54:21,192 - mmaction - INFO - Epoch [21][360/1253] lr: 3.000e-03, eta: 14:31:27, time: 1.061, data_time: 0.004, memory: 10398, top1_acc: 0.7388, top5_acc: 0.9091, loss_cls: 1.0183, loss: 1.0183, grad_norm: 2.6835 2020-10-12 06:54:43,651 - mmaction - INFO - Epoch [21][380/1253] lr: 3.000e-03, eta: 14:30:50, time: 1.121, data_time: 0.007, memory: 10398, top1_acc: 0.7453, top5_acc: 0.9177, loss_cls: 0.9746, loss: 0.9746, grad_norm: 2.7252 2020-10-12 06:55:05,682 - mmaction - INFO - Epoch [21][400/1253] lr: 3.000e-03, eta: 14:30:13, time: 1.104, data_time: 0.008, memory: 10398, top1_acc: 0.7388, top5_acc: 0.9083, loss_cls: 1.0252, loss: 1.0252, grad_norm: 2.7457 2020-10-12 06:55:27,077 - mmaction - INFO - Epoch [21][420/1253] lr: 3.000e-03, eta: 14:29:35, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.7268, top5_acc: 0.9117, loss_cls: 1.0457, loss: 1.0457, grad_norm: 2.8106 2020-10-12 06:55:48,704 - mmaction - INFO - Epoch [21][440/1253] lr: 3.000e-03, eta: 14:28:58, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.7393, top5_acc: 0.9065, loss_cls: 1.0315, loss: 1.0315, grad_norm: 2.7626 2020-10-12 06:56:10,907 - mmaction - INFO - Epoch [21][460/1253] lr: 3.000e-03, eta: 14:28:21, time: 1.110, data_time: 0.003, memory: 10398, top1_acc: 0.7380, top5_acc: 0.9052, loss_cls: 1.0158, loss: 1.0158, grad_norm: 2.7386 2020-10-12 06:56:33,433 - mmaction - INFO - Epoch [21][480/1253] lr: 3.000e-03, eta: 14:27:45, time: 1.125, data_time: 0.005, memory: 10398, top1_acc: 0.7492, top5_acc: 0.9208, loss_cls: 0.9803, loss: 0.9803, grad_norm: 2.7216 2020-10-12 06:56:54,888 - mmaction - INFO - Epoch [21][500/1253] lr: 3.000e-03, eta: 14:27:08, time: 1.074, data_time: 0.008, memory: 10398, top1_acc: 0.7409, top5_acc: 0.9135, loss_cls: 0.9938, loss: 0.9938, grad_norm: 2.7242 2020-10-12 06:57:16,941 - mmaction - INFO - Epoch [21][520/1253] lr: 3.000e-03, eta: 14:26:31, time: 1.102, data_time: 0.002, memory: 10398, top1_acc: 0.7365, top5_acc: 0.9089, loss_cls: 1.0239, loss: 1.0239, grad_norm: 2.7508 2020-10-12 06:57:38,623 - mmaction - INFO - Epoch [21][540/1253] lr: 3.000e-03, eta: 14:25:54, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.7245, top5_acc: 0.9039, loss_cls: 1.0700, loss: 1.0700, grad_norm: 2.8647 2020-10-12 06:58:00,548 - mmaction - INFO - Epoch [21][560/1253] lr: 3.000e-03, eta: 14:25:17, time: 1.097, data_time: 0.007, memory: 10398, top1_acc: 0.7549, top5_acc: 0.9151, loss_cls: 0.9595, loss: 0.9595, grad_norm: 2.6634 2020-10-12 06:58:22,562 - mmaction - INFO - Epoch [21][580/1253] lr: 3.000e-03, eta: 14:24:40, time: 1.101, data_time: 0.003, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9190, loss_cls: 0.9852, loss: 0.9852, grad_norm: 2.7285 2020-10-12 06:58:42,949 - mmaction - INFO - Epoch [21][600/1253] lr: 3.000e-03, eta: 14:24:01, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7354, top5_acc: 0.9065, loss_cls: 1.0318, loss: 1.0318, grad_norm: 2.7935 2020-10-12 06:59:04,001 - mmaction - INFO - Epoch [21][620/1253] lr: 3.000e-03, eta: 14:23:23, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.7438, top5_acc: 0.9112, loss_cls: 1.0009, loss: 1.0009, grad_norm: 2.7645 2020-10-12 06:59:26,976 - mmaction - INFO - Epoch [21][640/1253] lr: 3.000e-03, eta: 14:22:47, time: 1.149, data_time: 0.008, memory: 10398, top1_acc: 0.7401, top5_acc: 0.9023, loss_cls: 1.0581, loss: 1.0581, grad_norm: 2.7852 2020-10-12 06:59:47,631 - mmaction - INFO - Epoch [21][660/1253] lr: 3.000e-03, eta: 14:22:09, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7560, top5_acc: 0.9159, loss_cls: 0.9844, loss: 0.9844, grad_norm: 2.6974 2020-10-12 07:00:16,917 - mmaction - INFO - Epoch [21][680/1253] lr: 3.000e-03, eta: 14:21:43, time: 1.457, data_time: 0.010, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9112, loss_cls: 1.0089, loss: 1.0089, grad_norm: 2.7664 2020-10-12 07:00:35,934 - mmaction - INFO - Epoch [21][700/1253] lr: 3.000e-03, eta: 14:21:02, time: 0.959, data_time: 0.022, memory: 10398, top1_acc: 0.7589, top5_acc: 0.9156, loss_cls: 0.9461, loss: 0.9461, grad_norm: 2.7587 2020-10-12 07:00:58,049 - mmaction - INFO - Epoch [21][720/1253] lr: 3.000e-03, eta: 14:20:25, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.7492, top5_acc: 0.9128, loss_cls: 0.9856, loss: 0.9856, grad_norm: 2.7787 2020-10-12 07:01:20,294 - mmaction - INFO - Epoch [21][740/1253] lr: 3.000e-03, eta: 14:19:49, time: 1.114, data_time: 0.006, memory: 10398, top1_acc: 0.7398, top5_acc: 0.9130, loss_cls: 1.0064, loss: 1.0064, grad_norm: 2.7882 2020-10-12 07:01:42,316 - mmaction - INFO - Epoch [21][760/1253] lr: 3.000e-03, eta: 14:19:13, time: 1.098, data_time: 0.005, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9081, loss_cls: 1.0027, loss: 1.0027, grad_norm: 2.8357 2020-10-12 07:02:05,018 - mmaction - INFO - Epoch [21][780/1253] lr: 3.000e-03, eta: 14:18:37, time: 1.135, data_time: 0.006, memory: 10398, top1_acc: 0.7492, top5_acc: 0.9172, loss_cls: 0.9608, loss: 0.9608, grad_norm: 2.7402 2020-10-12 07:02:26,437 - mmaction - INFO - Epoch [21][800/1253] lr: 3.000e-03, eta: 14:18:00, time: 1.073, data_time: 0.006, memory: 10398, top1_acc: 0.7607, top5_acc: 0.9232, loss_cls: 0.9245, loss: 0.9245, grad_norm: 2.7093 2020-10-12 07:02:47,812 - mmaction - INFO - Epoch [21][820/1253] lr: 3.000e-03, eta: 14:17:22, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.7534, top5_acc: 0.9169, loss_cls: 0.9820, loss: 0.9820, grad_norm: 2.8073 2020-10-12 07:03:09,172 - mmaction - INFO - Epoch [21][840/1253] lr: 3.000e-03, eta: 14:16:45, time: 1.071, data_time: 0.009, memory: 10398, top1_acc: 0.7503, top5_acc: 0.9276, loss_cls: 0.9531, loss: 0.9531, grad_norm: 2.7765 2020-10-12 07:03:31,295 - mmaction - INFO - Epoch [21][860/1253] lr: 3.000e-03, eta: 14:16:09, time: 1.104, data_time: 0.003, memory: 10398, top1_acc: 0.7620, top5_acc: 0.9190, loss_cls: 0.9278, loss: 0.9278, grad_norm: 2.7581 2020-10-12 07:03:51,820 - mmaction - INFO - Epoch [21][880/1253] lr: 3.000e-03, eta: 14:15:30, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.7513, top5_acc: 0.9180, loss_cls: 0.9787, loss: 0.9787, grad_norm: 2.8816 2020-10-12 07:04:13,864 - mmaction - INFO - Epoch [21][900/1253] lr: 3.000e-03, eta: 14:14:54, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.7492, top5_acc: 0.9190, loss_cls: 0.9716, loss: 0.9716, grad_norm: 2.8100 2020-10-12 07:04:36,232 - mmaction - INFO - Epoch [21][920/1253] lr: 3.000e-03, eta: 14:14:18, time: 1.120, data_time: 0.006, memory: 10398, top1_acc: 0.7518, top5_acc: 0.9211, loss_cls: 0.9490, loss: 0.9490, grad_norm: 2.7770 2020-10-12 07:04:58,348 - mmaction - INFO - Epoch [21][940/1253] lr: 3.000e-03, eta: 14:13:42, time: 1.103, data_time: 0.007, memory: 10398, top1_acc: 0.7526, top5_acc: 0.9167, loss_cls: 0.9749, loss: 0.9749, grad_norm: 2.8122 2020-10-12 07:05:19,832 - mmaction - INFO - Epoch [21][960/1253] lr: 3.000e-03, eta: 14:13:05, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9148, loss_cls: 1.0007, loss: 1.0007, grad_norm: 2.8469 2020-10-12 07:05:42,181 - mmaction - INFO - Epoch [21][980/1253] lr: 3.000e-03, eta: 14:12:29, time: 1.116, data_time: 0.007, memory: 10398, top1_acc: 0.7456, top5_acc: 0.9211, loss_cls: 0.9761, loss: 0.9761, grad_norm: 2.8136 2020-10-12 07:06:03,230 - mmaction - INFO - Epoch [21][1000/1253] lr: 3.000e-03, eta: 14:11:51, time: 1.055, data_time: 0.008, memory: 10398, top1_acc: 0.7536, top5_acc: 0.9193, loss_cls: 0.9607, loss: 0.9607, grad_norm: 2.7969 2020-10-12 07:06:24,141 - mmaction - INFO - Epoch [21][1020/1253] lr: 3.000e-03, eta: 14:11:14, time: 1.048, data_time: 0.008, memory: 10398, top1_acc: 0.7393, top5_acc: 0.9177, loss_cls: 0.9958, loss: 0.9958, grad_norm: 2.8395 2020-10-12 07:06:44,892 - mmaction - INFO - Epoch [21][1040/1253] lr: 3.000e-03, eta: 14:10:36, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7477, top5_acc: 0.9143, loss_cls: 0.9982, loss: 0.9982, grad_norm: 2.8546 2020-10-12 07:07:07,465 - mmaction - INFO - Epoch [21][1060/1253] lr: 3.000e-03, eta: 14:10:00, time: 1.131, data_time: 0.007, memory: 10398, top1_acc: 0.7346, top5_acc: 0.9057, loss_cls: 1.0327, loss: 1.0327, grad_norm: 2.9013 2020-10-12 07:07:28,636 - mmaction - INFO - Epoch [21][1080/1253] lr: 3.000e-03, eta: 14:09:23, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7411, top5_acc: 0.9143, loss_cls: 0.9855, loss: 0.9855, grad_norm: 2.8422 2020-10-12 07:07:50,584 - mmaction - INFO - Epoch [21][1100/1253] lr: 3.000e-03, eta: 14:08:47, time: 1.100, data_time: 0.007, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9188, loss_cls: 0.9140, loss: 0.9140, grad_norm: 2.7337 2020-10-12 07:08:11,090 - mmaction - INFO - Epoch [21][1120/1253] lr: 3.000e-03, eta: 14:08:08, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7516, top5_acc: 0.9156, loss_cls: 0.9670, loss: 0.9670, grad_norm: 2.8454 2020-10-12 07:08:32,562 - mmaction - INFO - Epoch [21][1140/1253] lr: 3.000e-03, eta: 14:07:31, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.7620, top5_acc: 0.9279, loss_cls: 0.9199, loss: 0.9199, grad_norm: 2.8073 2020-10-12 07:08:53,766 - mmaction - INFO - Epoch [21][1160/1253] lr: 3.000e-03, eta: 14:06:54, time: 1.063, data_time: 0.007, memory: 10398, top1_acc: 0.7448, top5_acc: 0.9115, loss_cls: 0.9834, loss: 0.9834, grad_norm: 2.8611 2020-10-12 07:09:15,158 - mmaction - INFO - Epoch [21][1180/1253] lr: 3.000e-03, eta: 14:06:17, time: 1.070, data_time: 0.003, memory: 10398, top1_acc: 0.7445, top5_acc: 0.9141, loss_cls: 0.9854, loss: 0.9854, grad_norm: 2.8782 2020-10-12 07:09:36,738 - mmaction - INFO - Epoch [21][1200/1253] lr: 3.000e-03, eta: 14:05:41, time: 1.080, data_time: 0.006, memory: 10398, top1_acc: 0.7589, top5_acc: 0.9182, loss_cls: 0.9661, loss: 0.9661, grad_norm: 2.7923 2020-10-12 07:09:57,707 - mmaction - INFO - Epoch [21][1220/1253] lr: 3.000e-03, eta: 14:05:03, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7534, top5_acc: 0.9164, loss_cls: 0.9897, loss: 0.9897, grad_norm: 2.9041 2020-10-12 07:10:18,393 - mmaction - INFO - Epoch [21][1240/1253] lr: 3.000e-03, eta: 14:04:25, time: 1.033, data_time: 0.003, memory: 10398, top1_acc: 0.7576, top5_acc: 0.9182, loss_cls: 0.9517, loss: 0.9517, grad_norm: 2.8306 2020-10-12 07:11:02,641 - mmaction - INFO - Epoch [22][20/1253] lr: 3.000e-03, eta: 14:03:18, time: 1.542, data_time: 0.658, memory: 10398, top1_acc: 0.7630, top5_acc: 0.9211, loss_cls: 0.9200, loss: 0.9200, grad_norm: 2.7661 2020-10-12 07:11:22,905 - mmaction - INFO - Epoch [22][40/1253] lr: 3.000e-03, eta: 14:02:40, time: 1.013, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9237, loss_cls: 0.8950, loss: 0.8950, grad_norm: 2.7635 2020-10-12 07:11:45,608 - mmaction - INFO - Epoch [22][60/1253] lr: 3.000e-03, eta: 14:02:05, time: 1.132, data_time: 0.006, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9232, loss_cls: 0.9178, loss: 0.9178, grad_norm: 2.7553 2020-10-12 07:12:06,987 - mmaction - INFO - Epoch [22][80/1253] lr: 3.000e-03, eta: 14:01:28, time: 1.072, data_time: 0.008, memory: 10398, top1_acc: 0.7563, top5_acc: 0.9245, loss_cls: 0.9113, loss: 0.9113, grad_norm: 2.7800 2020-10-12 07:12:27,784 - mmaction - INFO - Epoch [22][100/1253] lr: 3.000e-03, eta: 14:00:51, time: 1.040, data_time: 0.008, memory: 10398, top1_acc: 0.7495, top5_acc: 0.9135, loss_cls: 0.9622, loss: 0.9622, grad_norm: 2.8139 2020-10-12 07:12:49,819 - mmaction - INFO - Epoch [22][120/1253] lr: 3.000e-03, eta: 14:00:15, time: 1.100, data_time: 0.003, memory: 10398, top1_acc: 0.7503, top5_acc: 0.9195, loss_cls: 0.9615, loss: 0.9615, grad_norm: 2.8303 2020-10-12 07:13:11,976 - mmaction - INFO - Epoch [22][140/1253] lr: 3.000e-03, eta: 13:59:39, time: 1.109, data_time: 0.004, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9180, loss_cls: 0.9517, loss: 0.9517, grad_norm: 2.7549 2020-10-12 07:13:32,745 - mmaction - INFO - Epoch [22][160/1253] lr: 3.000e-03, eta: 13:59:02, time: 1.038, data_time: 0.003, memory: 10398, top1_acc: 0.7549, top5_acc: 0.9154, loss_cls: 0.9718, loss: 0.9718, grad_norm: 2.8118 2020-10-12 07:13:55,619 - mmaction - INFO - Epoch [22][180/1253] lr: 3.000e-03, eta: 13:58:27, time: 1.142, data_time: 0.005, memory: 10398, top1_acc: 0.7482, top5_acc: 0.9122, loss_cls: 0.9767, loss: 0.9767, grad_norm: 2.8353 2020-10-12 07:14:17,549 - mmaction - INFO - Epoch [22][200/1253] lr: 3.000e-03, eta: 13:57:51, time: 1.098, data_time: 0.005, memory: 10398, top1_acc: 0.7591, top5_acc: 0.9214, loss_cls: 0.9254, loss: 0.9254, grad_norm: 2.8423 2020-10-12 07:14:38,161 - mmaction - INFO - Epoch [22][220/1253] lr: 3.000e-03, eta: 13:57:14, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9260, loss_cls: 0.8943, loss: 0.8943, grad_norm: 2.7676 2020-10-12 07:14:59,065 - mmaction - INFO - Epoch [22][240/1253] lr: 3.000e-03, eta: 13:56:37, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9187, loss_cls: 0.9551, loss: 0.9551, grad_norm: 2.8619 2020-10-12 07:15:20,425 - mmaction - INFO - Epoch [22][260/1253] lr: 3.000e-03, eta: 13:56:00, time: 1.068, data_time: 0.002, memory: 10398, top1_acc: 0.7479, top5_acc: 0.9130, loss_cls: 0.9781, loss: 0.9781, grad_norm: 2.9018 2020-10-12 07:15:41,603 - mmaction - INFO - Epoch [22][280/1253] lr: 3.000e-03, eta: 13:55:23, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7492, top5_acc: 0.9214, loss_cls: 0.9394, loss: 0.9394, grad_norm: 2.8650 2020-10-12 07:16:02,819 - mmaction - INFO - Epoch [22][300/1253] lr: 3.000e-03, eta: 13:54:47, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.7638, top5_acc: 0.9224, loss_cls: 0.9109, loss: 0.9109, grad_norm: 2.8037 2020-10-12 07:16:24,292 - mmaction - INFO - Epoch [22][320/1253] lr: 3.000e-03, eta: 13:54:10, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9234, loss_cls: 0.9397, loss: 0.9397, grad_norm: 2.8374 2020-10-12 07:16:46,272 - mmaction - INFO - Epoch [22][340/1253] lr: 3.000e-03, eta: 13:53:34, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.7581, top5_acc: 0.9237, loss_cls: 0.9431, loss: 0.9431, grad_norm: 2.8362 2020-10-12 07:17:07,331 - mmaction - INFO - Epoch [22][360/1253] lr: 3.000e-03, eta: 13:52:58, time: 1.054, data_time: 0.008, memory: 10398, top1_acc: 0.7466, top5_acc: 0.9172, loss_cls: 0.9683, loss: 0.9683, grad_norm: 2.8831 2020-10-12 07:17:29,007 - mmaction - INFO - Epoch [22][380/1253] lr: 3.000e-03, eta: 13:52:22, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.7518, top5_acc: 0.9174, loss_cls: 0.9683, loss: 0.9683, grad_norm: 2.8922 2020-10-12 07:17:49,270 - mmaction - INFO - Epoch [22][400/1253] lr: 3.000e-03, eta: 13:51:44, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7422, top5_acc: 0.9104, loss_cls: 0.9787, loss: 0.9787, grad_norm: 2.9183 2020-10-12 07:18:09,651 - mmaction - INFO - Epoch [22][420/1253] lr: 3.000e-03, eta: 13:51:06, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7602, top5_acc: 0.9195, loss_cls: 0.9479, loss: 0.9479, grad_norm: 2.8474 2020-10-12 07:18:30,814 - mmaction - INFO - Epoch [22][440/1253] lr: 3.000e-03, eta: 13:50:29, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7534, top5_acc: 0.9190, loss_cls: 0.9336, loss: 0.9336, grad_norm: 2.7984 2020-10-12 07:18:52,041 - mmaction - INFO - Epoch [22][460/1253] lr: 3.000e-03, eta: 13:49:53, time: 1.062, data_time: 0.007, memory: 10398, top1_acc: 0.7534, top5_acc: 0.9206, loss_cls: 0.9474, loss: 0.9474, grad_norm: 2.8485 2020-10-12 07:19:13,269 - mmaction - INFO - Epoch [22][480/1253] lr: 3.000e-03, eta: 13:49:16, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.7651, top5_acc: 0.9234, loss_cls: 0.9227, loss: 0.9227, grad_norm: 2.8180 2020-10-12 07:19:35,455 - mmaction - INFO - Epoch [22][500/1253] lr: 3.000e-03, eta: 13:48:41, time: 1.107, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9297, loss_cls: 0.9078, loss: 0.9078, grad_norm: 2.7768 2020-10-12 07:19:55,764 - mmaction - INFO - Epoch [22][520/1253] lr: 3.000e-03, eta: 13:48:04, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.7638, top5_acc: 0.9206, loss_cls: 0.9382, loss: 0.9382, grad_norm: 2.8258 2020-10-12 07:20:16,878 - mmaction - INFO - Epoch [22][540/1253] lr: 3.000e-03, eta: 13:47:27, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7516, top5_acc: 0.9190, loss_cls: 0.9561, loss: 0.9561, grad_norm: 2.8252 2020-10-12 07:20:38,774 - mmaction - INFO - Epoch [22][560/1253] lr: 3.000e-03, eta: 13:46:51, time: 1.093, data_time: 0.005, memory: 10398, top1_acc: 0.7547, top5_acc: 0.9164, loss_cls: 0.9450, loss: 0.9450, grad_norm: 2.8285 2020-10-12 07:20:59,515 - mmaction - INFO - Epoch [22][580/1253] lr: 3.000e-03, eta: 13:46:14, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7393, top5_acc: 0.9143, loss_cls: 0.9860, loss: 0.9860, grad_norm: 2.9115 2020-10-12 07:21:21,039 - mmaction - INFO - Epoch [22][600/1253] lr: 3.000e-03, eta: 13:45:38, time: 1.077, data_time: 0.003, memory: 10398, top1_acc: 0.7557, top5_acc: 0.9148, loss_cls: 0.9464, loss: 0.9464, grad_norm: 2.8689 2020-10-12 07:21:42,543 - mmaction - INFO - Epoch [22][620/1253] lr: 3.000e-03, eta: 13:45:02, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.7586, top5_acc: 0.9174, loss_cls: 0.9538, loss: 0.9538, grad_norm: 2.8629 2020-10-12 07:22:03,511 - mmaction - INFO - Epoch [22][640/1253] lr: 3.000e-03, eta: 13:44:26, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9294, loss_cls: 0.9165, loss: 0.9165, grad_norm: 2.8265 2020-10-12 07:22:24,083 - mmaction - INFO - Epoch [22][660/1253] lr: 3.000e-03, eta: 13:43:49, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9260, loss_cls: 0.9035, loss: 0.9035, grad_norm: 2.8424 2020-10-12 07:22:45,979 - mmaction - INFO - Epoch [22][680/1253] lr: 3.000e-03, eta: 13:43:13, time: 1.095, data_time: 0.006, memory: 10398, top1_acc: 0.7672, top5_acc: 0.9206, loss_cls: 0.9095, loss: 0.9095, grad_norm: 2.8367 2020-10-12 07:23:07,016 - mmaction - INFO - Epoch [22][700/1253] lr: 3.000e-03, eta: 13:42:37, time: 1.052, data_time: 0.003, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9247, loss_cls: 0.9234, loss: 0.9234, grad_norm: 2.7903 2020-10-12 07:23:28,063 - mmaction - INFO - Epoch [22][720/1253] lr: 3.000e-03, eta: 13:42:00, time: 1.052, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9185, loss_cls: 0.9318, loss: 0.9318, grad_norm: 2.8725 2020-10-12 07:23:50,819 - mmaction - INFO - Epoch [22][740/1253] lr: 3.000e-03, eta: 13:41:26, time: 1.139, data_time: 0.007, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9302, loss_cls: 0.9082, loss: 0.9082, grad_norm: 2.8000 2020-10-12 07:24:11,346 - mmaction - INFO - Epoch [22][760/1253] lr: 3.000e-03, eta: 13:40:49, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7628, top5_acc: 0.9211, loss_cls: 0.9324, loss: 0.9324, grad_norm: 2.8572 2020-10-12 07:24:33,322 - mmaction - INFO - Epoch [22][780/1253] lr: 3.000e-03, eta: 13:40:14, time: 1.096, data_time: 0.005, memory: 10398, top1_acc: 0.7609, top5_acc: 0.9247, loss_cls: 0.9293, loss: 0.9293, grad_norm: 2.8721 2020-10-12 07:24:54,661 - mmaction - INFO - Epoch [22][800/1253] lr: 3.000e-03, eta: 13:39:38, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9232, loss_cls: 0.9342, loss: 0.9342, grad_norm: 2.8550 2020-10-12 07:25:17,436 - mmaction - INFO - Epoch [22][820/1253] lr: 3.000e-03, eta: 13:39:04, time: 1.139, data_time: 0.003, memory: 10398, top1_acc: 0.7685, top5_acc: 0.9242, loss_cls: 0.8974, loss: 0.8974, grad_norm: 2.7864 2020-10-12 07:25:39,507 - mmaction - INFO - Epoch [22][840/1253] lr: 3.000e-03, eta: 13:38:29, time: 1.100, data_time: 0.006, memory: 10398, top1_acc: 0.7581, top5_acc: 0.9305, loss_cls: 0.9031, loss: 0.9031, grad_norm: 2.8195 2020-10-12 07:26:00,200 - mmaction - INFO - Epoch [22][860/1253] lr: 3.000e-03, eta: 13:37:52, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.7539, top5_acc: 0.9148, loss_cls: 0.9532, loss: 0.9532, grad_norm: 2.9118 2020-10-12 07:26:21,888 - mmaction - INFO - Epoch [22][880/1253] lr: 3.000e-03, eta: 13:37:17, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9250, loss_cls: 0.9312, loss: 0.9312, grad_norm: 2.8845 2020-10-12 07:26:42,537 - mmaction - INFO - Epoch [22][900/1253] lr: 3.000e-03, eta: 13:36:40, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7487, top5_acc: 0.9180, loss_cls: 0.9375, loss: 0.9375, grad_norm: 2.8879 2020-10-12 07:27:04,202 - mmaction - INFO - Epoch [22][920/1253] lr: 3.000e-03, eta: 13:36:04, time: 1.083, data_time: 0.008, memory: 10398, top1_acc: 0.7628, top5_acc: 0.9263, loss_cls: 0.9075, loss: 0.9075, grad_norm: 2.8371 2020-10-12 07:27:25,534 - mmaction - INFO - Epoch [22][940/1253] lr: 3.000e-03, eta: 13:35:28, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.7500, top5_acc: 0.9117, loss_cls: 0.9711, loss: 0.9711, grad_norm: 2.8972 2020-10-12 07:27:47,452 - mmaction - INFO - Epoch [22][960/1253] lr: 3.000e-03, eta: 13:34:53, time: 1.096, data_time: 0.006, memory: 10398, top1_acc: 0.7547, top5_acc: 0.9219, loss_cls: 0.9563, loss: 0.9563, grad_norm: 2.9638 2020-10-12 07:28:09,191 - mmaction - INFO - Epoch [22][980/1253] lr: 3.000e-03, eta: 13:34:18, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.7458, top5_acc: 0.9130, loss_cls: 0.9807, loss: 0.9807, grad_norm: 2.9620 2020-10-12 07:28:30,988 - mmaction - INFO - Epoch [22][1000/1253] lr: 3.000e-03, eta: 13:33:43, time: 1.093, data_time: 0.007, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9247, loss_cls: 0.9111, loss: 0.9111, grad_norm: 2.8962 2020-10-12 07:28:52,944 - mmaction - INFO - Epoch [22][1020/1253] lr: 3.000e-03, eta: 13:33:08, time: 1.099, data_time: 0.005, memory: 10398, top1_acc: 0.7635, top5_acc: 0.9253, loss_cls: 0.9017, loss: 0.9017, grad_norm: 2.8385 2020-10-12 07:29:13,291 - mmaction - INFO - Epoch [22][1040/1253] lr: 3.000e-03, eta: 13:32:31, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.7596, top5_acc: 0.9169, loss_cls: 0.9473, loss: 0.9473, grad_norm: 2.9109 2020-10-12 07:29:34,727 - mmaction - INFO - Epoch [22][1060/1253] lr: 3.000e-03, eta: 13:31:55, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.7609, top5_acc: 0.9242, loss_cls: 0.9087, loss: 0.9087, grad_norm: 2.9236 2020-10-12 07:29:56,512 - mmaction - INFO - Epoch [22][1080/1253] lr: 3.000e-03, eta: 13:31:20, time: 1.089, data_time: 0.008, memory: 10398, top1_acc: 0.7586, top5_acc: 0.9180, loss_cls: 0.9280, loss: 0.9280, grad_norm: 2.8551 2020-10-12 07:30:17,764 - mmaction - INFO - Epoch [22][1100/1253] lr: 3.000e-03, eta: 13:30:44, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.7612, top5_acc: 0.9208, loss_cls: 0.9143, loss: 0.9143, grad_norm: 2.8965 2020-10-12 07:30:39,858 - mmaction - INFO - Epoch [22][1120/1253] lr: 3.000e-03, eta: 13:30:10, time: 1.102, data_time: 0.005, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9234, loss_cls: 0.9253, loss: 0.9253, grad_norm: 2.9030 2020-10-12 07:31:00,172 - mmaction - INFO - Epoch [22][1140/1253] lr: 3.000e-03, eta: 13:29:33, time: 1.017, data_time: 0.008, memory: 10398, top1_acc: 0.7508, top5_acc: 0.9268, loss_cls: 0.9413, loss: 0.9413, grad_norm: 2.9720 2020-10-12 07:31:22,128 - mmaction - INFO - Epoch [22][1160/1253] lr: 3.000e-03, eta: 13:28:58, time: 1.099, data_time: 0.003, memory: 10398, top1_acc: 0.7552, top5_acc: 0.9255, loss_cls: 0.9312, loss: 0.9312, grad_norm: 2.9277 2020-10-12 07:31:44,421 - mmaction - INFO - Epoch [22][1180/1253] lr: 3.000e-03, eta: 13:28:23, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.7591, top5_acc: 0.9198, loss_cls: 0.9473, loss: 0.9473, grad_norm: 2.9208 2020-10-12 07:32:06,509 - mmaction - INFO - Epoch [22][1200/1253] lr: 3.000e-03, eta: 13:27:49, time: 1.105, data_time: 0.007, memory: 10398, top1_acc: 0.7758, top5_acc: 0.9232, loss_cls: 0.8829, loss: 0.8829, grad_norm: 2.7624 2020-10-12 07:32:27,389 - mmaction - INFO - Epoch [22][1220/1253] lr: 3.000e-03, eta: 13:27:13, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9281, loss_cls: 0.8933, loss: 0.8933, grad_norm: 2.8465 2020-10-12 07:32:48,468 - mmaction - INFO - Epoch [22][1240/1253] lr: 3.000e-03, eta: 13:26:37, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9318, loss_cls: 0.8869, loss: 0.8869, grad_norm: 2.8792 2020-10-12 07:33:32,207 - mmaction - INFO - Epoch [23][20/1253] lr: 3.000e-03, eta: 13:25:31, time: 1.468, data_time: 0.553, memory: 10398, top1_acc: 0.7659, top5_acc: 0.9229, loss_cls: 0.8988, loss: 0.8988, grad_norm: 2.8299 2020-10-12 07:33:52,885 - mmaction - INFO - Epoch [23][40/1253] lr: 3.000e-03, eta: 13:24:54, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.7724, top5_acc: 0.9286, loss_cls: 0.8713, loss: 0.8713, grad_norm: 2.7945 2020-10-12 07:34:14,494 - mmaction - INFO - Epoch [23][60/1253] lr: 3.000e-03, eta: 13:24:19, time: 1.081, data_time: 0.004, memory: 10398, top1_acc: 0.7664, top5_acc: 0.9312, loss_cls: 0.8834, loss: 0.8834, grad_norm: 2.8817 2020-10-12 07:34:35,619 - mmaction - INFO - Epoch [23][80/1253] lr: 3.000e-03, eta: 13:23:44, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9224, loss_cls: 0.8987, loss: 0.8987, grad_norm: 2.7835 2020-10-12 07:34:57,934 - mmaction - INFO - Epoch [23][100/1253] lr: 3.000e-03, eta: 13:23:10, time: 1.117, data_time: 0.009, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9221, loss_cls: 0.8928, loss: 0.8928, grad_norm: 2.8311 2020-10-12 07:35:18,678 - mmaction - INFO - Epoch [23][120/1253] lr: 3.000e-03, eta: 13:22:33, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7664, top5_acc: 0.9195, loss_cls: 0.9137, loss: 0.9137, grad_norm: 2.8775 2020-10-12 07:35:41,867 - mmaction - INFO - Epoch [23][140/1253] lr: 3.000e-03, eta: 13:22:00, time: 1.160, data_time: 0.007, memory: 10398, top1_acc: 0.7607, top5_acc: 0.9286, loss_cls: 0.9064, loss: 0.9064, grad_norm: 2.9376 2020-10-12 07:36:03,278 - mmaction - INFO - Epoch [23][160/1253] lr: 3.000e-03, eta: 13:21:25, time: 1.070, data_time: 0.007, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9242, loss_cls: 0.9262, loss: 0.9262, grad_norm: 2.9060 2020-10-12 07:36:24,036 - mmaction - INFO - Epoch [23][180/1253] lr: 3.000e-03, eta: 13:20:49, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.7599, top5_acc: 0.9245, loss_cls: 0.9124, loss: 0.9124, grad_norm: 2.9198 2020-10-12 07:36:44,991 - mmaction - INFO - Epoch [23][200/1253] lr: 3.000e-03, eta: 13:20:13, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.7617, top5_acc: 0.9211, loss_cls: 0.9141, loss: 0.9141, grad_norm: 2.8641 2020-10-12 07:37:06,537 - mmaction - INFO - Epoch [23][220/1253] lr: 3.000e-03, eta: 13:19:38, time: 1.080, data_time: 0.008, memory: 10398, top1_acc: 0.7583, top5_acc: 0.9286, loss_cls: 0.9091, loss: 0.9091, grad_norm: 2.8928 2020-10-12 07:37:28,326 - mmaction - INFO - Epoch [23][240/1253] lr: 3.000e-03, eta: 13:19:03, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.7586, top5_acc: 0.9245, loss_cls: 0.9245, loss: 0.9245, grad_norm: 2.9548 2020-10-12 07:37:50,646 - mmaction - INFO - Epoch [23][260/1253] lr: 3.000e-03, eta: 13:18:29, time: 1.116, data_time: 0.008, memory: 10398, top1_acc: 0.7659, top5_acc: 0.9284, loss_cls: 0.8924, loss: 0.8924, grad_norm: 2.8812 2020-10-12 07:38:10,787 - mmaction - INFO - Epoch [23][280/1253] lr: 3.000e-03, eta: 13:17:53, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9214, loss_cls: 0.9350, loss: 0.9350, grad_norm: 2.8964 2020-10-12 07:38:33,495 - mmaction - INFO - Epoch [23][300/1253] lr: 3.000e-03, eta: 13:17:19, time: 1.134, data_time: 0.006, memory: 10398, top1_acc: 0.7604, top5_acc: 0.9198, loss_cls: 0.9252, loss: 0.9252, grad_norm: 2.9188 2020-10-12 07:38:54,307 - mmaction - INFO - Epoch [23][320/1253] lr: 3.000e-03, eta: 13:16:43, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7685, top5_acc: 0.9310, loss_cls: 0.8793, loss: 0.8793, grad_norm: 2.8768 2020-10-12 07:39:16,652 - mmaction - INFO - Epoch [23][340/1253] lr: 3.000e-03, eta: 13:16:09, time: 1.118, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9292, loss_cls: 0.8574, loss: 0.8574, grad_norm: 2.8226 2020-10-12 07:39:37,272 - mmaction - INFO - Epoch [23][360/1253] lr: 3.000e-03, eta: 13:15:33, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.7565, top5_acc: 0.9203, loss_cls: 0.9343, loss: 0.9343, grad_norm: 2.9028 2020-10-12 07:39:58,809 - mmaction - INFO - Epoch [23][380/1253] lr: 3.000e-03, eta: 13:14:58, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.7716, top5_acc: 0.9229, loss_cls: 0.8948, loss: 0.8948, grad_norm: 2.8608 2020-10-12 07:40:20,433 - mmaction - INFO - Epoch [23][400/1253] lr: 3.000e-03, eta: 13:14:24, time: 1.081, data_time: 0.006, memory: 10398, top1_acc: 0.7714, top5_acc: 0.9307, loss_cls: 0.8766, loss: 0.8766, grad_norm: 2.8717 2020-10-12 07:40:42,257 - mmaction - INFO - Epoch [23][420/1253] lr: 3.000e-03, eta: 13:13:49, time: 1.093, data_time: 0.006, memory: 10398, top1_acc: 0.7714, top5_acc: 0.9227, loss_cls: 0.9148, loss: 0.9148, grad_norm: 2.8600 2020-10-12 07:41:03,609 - mmaction - INFO - Epoch [23][440/1253] lr: 3.000e-03, eta: 13:13:14, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.7690, top5_acc: 0.9328, loss_cls: 0.8679, loss: 0.8679, grad_norm: 2.8149 2020-10-12 07:41:25,987 - mmaction - INFO - Epoch [23][460/1253] lr: 3.000e-03, eta: 13:12:40, time: 1.121, data_time: 0.007, memory: 10398, top1_acc: 0.7630, top5_acc: 0.9318, loss_cls: 0.8818, loss: 0.8818, grad_norm: 2.9482 2020-10-12 07:41:46,159 - mmaction - INFO - Epoch [23][480/1253] lr: 3.000e-03, eta: 13:12:04, time: 1.009, data_time: 0.004, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9286, loss_cls: 0.8875, loss: 0.8875, grad_norm: 2.9068 2020-10-12 07:42:06,958 - mmaction - INFO - Epoch [23][500/1253] lr: 3.000e-03, eta: 13:11:28, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.7510, top5_acc: 0.9253, loss_cls: 0.9249, loss: 0.9249, grad_norm: 2.9699 2020-10-12 07:42:28,503 - mmaction - INFO - Epoch [23][520/1253] lr: 3.000e-03, eta: 13:10:54, time: 1.082, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9203, loss_cls: 0.9308, loss: 0.9308, grad_norm: 2.9442 2020-10-12 07:42:50,869 - mmaction - INFO - Epoch [23][540/1253] lr: 3.000e-03, eta: 13:10:20, time: 1.116, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9211, loss_cls: 0.8930, loss: 0.8930, grad_norm: 2.8443 2020-10-12 07:43:12,739 - mmaction - INFO - Epoch [23][560/1253] lr: 3.000e-03, eta: 13:09:45, time: 1.095, data_time: 0.004, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9297, loss_cls: 0.8601, loss: 0.8601, grad_norm: 2.9243 2020-10-12 07:43:33,094 - mmaction - INFO - Epoch [23][580/1253] lr: 3.000e-03, eta: 13:09:09, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.7661, top5_acc: 0.9229, loss_cls: 0.9102, loss: 0.9102, grad_norm: 2.8542 2020-10-12 07:43:55,305 - mmaction - INFO - Epoch [23][600/1253] lr: 3.000e-03, eta: 13:08:35, time: 1.107, data_time: 0.005, memory: 10398, top1_acc: 0.7518, top5_acc: 0.9206, loss_cls: 0.9424, loss: 0.9424, grad_norm: 2.9918 2020-10-12 07:44:15,541 - mmaction - INFO - Epoch [23][620/1253] lr: 3.000e-03, eta: 13:07:59, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7641, top5_acc: 0.9240, loss_cls: 0.9063, loss: 0.9063, grad_norm: 2.9091 2020-10-12 07:44:36,087 - mmaction - INFO - Epoch [23][640/1253] lr: 3.000e-03, eta: 13:07:23, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.7674, top5_acc: 0.9318, loss_cls: 0.8900, loss: 0.8900, grad_norm: 2.8685 2020-10-12 07:44:58,173 - mmaction - INFO - Epoch [23][660/1253] lr: 3.000e-03, eta: 13:06:49, time: 1.105, data_time: 0.007, memory: 10398, top1_acc: 0.7693, top5_acc: 0.9245, loss_cls: 0.8922, loss: 0.8922, grad_norm: 2.9092 2020-10-12 07:45:19,408 - mmaction - INFO - Epoch [23][680/1253] lr: 3.000e-03, eta: 13:06:14, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.7695, top5_acc: 0.9255, loss_cls: 0.8961, loss: 0.8961, grad_norm: 2.9079 2020-10-12 07:45:41,105 - mmaction - INFO - Epoch [23][700/1253] lr: 3.000e-03, eta: 13:05:40, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9266, loss_cls: 0.9097, loss: 0.9097, grad_norm: 2.9217 2020-10-12 07:46:02,667 - mmaction - INFO - Epoch [23][720/1253] lr: 3.000e-03, eta: 13:05:06, time: 1.080, data_time: 0.007, memory: 10398, top1_acc: 0.7724, top5_acc: 0.9320, loss_cls: 0.8591, loss: 0.8591, grad_norm: 2.8294 2020-10-12 07:46:24,095 - mmaction - INFO - Epoch [23][740/1253] lr: 3.000e-03, eta: 13:04:31, time: 1.071, data_time: 0.002, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9206, loss_cls: 0.9198, loss: 0.9198, grad_norm: 2.9230 2020-10-12 07:46:44,859 - mmaction - INFO - Epoch [23][760/1253] lr: 3.000e-03, eta: 13:03:55, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.7716, top5_acc: 0.9232, loss_cls: 0.9104, loss: 0.9104, grad_norm: 2.9153 2020-10-12 07:47:05,766 - mmaction - INFO - Epoch [23][780/1253] lr: 3.000e-03, eta: 13:03:20, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9214, loss_cls: 0.8996, loss: 0.8996, grad_norm: 2.9219 2020-10-12 07:47:27,168 - mmaction - INFO - Epoch [23][800/1253] lr: 3.000e-03, eta: 13:02:45, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.7706, top5_acc: 0.9292, loss_cls: 0.8784, loss: 0.8784, grad_norm: 2.8914 2020-10-12 07:47:49,424 - mmaction - INFO - Epoch [23][820/1253] lr: 3.000e-03, eta: 13:02:12, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9292, loss_cls: 0.8763, loss: 0.8763, grad_norm: 2.8455 2020-10-12 07:48:11,412 - mmaction - INFO - Epoch [23][840/1253] lr: 3.000e-03, eta: 13:01:38, time: 1.100, data_time: 0.004, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9328, loss_cls: 0.8875, loss: 0.8875, grad_norm: 2.9547 2020-10-12 07:48:32,561 - mmaction - INFO - Epoch [23][860/1253] lr: 3.000e-03, eta: 13:01:03, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.7401, top5_acc: 0.9164, loss_cls: 0.9702, loss: 0.9702, grad_norm: 3.0219 2020-10-12 07:48:53,450 - mmaction - INFO - Epoch [23][880/1253] lr: 3.000e-03, eta: 13:00:28, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9216, loss_cls: 0.8972, loss: 0.8972, grad_norm: 2.9195 2020-10-12 07:49:14,966 - mmaction - INFO - Epoch [23][900/1253] lr: 3.000e-03, eta: 12:59:53, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.7690, top5_acc: 0.9255, loss_cls: 0.8795, loss: 0.8795, grad_norm: 2.8805 2020-10-12 07:49:36,598 - mmaction - INFO - Epoch [23][920/1253] lr: 3.000e-03, eta: 12:59:19, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.7591, top5_acc: 0.9268, loss_cls: 0.9039, loss: 0.9039, grad_norm: 3.0099 2020-10-12 07:49:58,705 - mmaction - INFO - Epoch [23][940/1253] lr: 3.000e-03, eta: 12:58:45, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9232, loss_cls: 0.9130, loss: 0.9130, grad_norm: 2.8949 2020-10-12 07:50:21,106 - mmaction - INFO - Epoch [23][960/1253] lr: 3.000e-03, eta: 12:58:12, time: 1.121, data_time: 0.005, memory: 10398, top1_acc: 0.7625, top5_acc: 0.9198, loss_cls: 0.9241, loss: 0.9241, grad_norm: 2.9643 2020-10-12 07:50:42,551 - mmaction - INFO - Epoch [23][980/1253] lr: 3.000e-03, eta: 12:57:38, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7695, top5_acc: 0.9245, loss_cls: 0.8951, loss: 0.8951, grad_norm: 2.8997 2020-10-12 07:51:03,496 - mmaction - INFO - Epoch [23][1000/1253] lr: 3.000e-03, eta: 12:57:03, time: 1.049, data_time: 0.008, memory: 10398, top1_acc: 0.7685, top5_acc: 0.9242, loss_cls: 0.9112, loss: 0.9112, grad_norm: 2.8881 2020-10-12 07:51:24,539 - mmaction - INFO - Epoch [23][1020/1253] lr: 3.000e-03, eta: 12:56:28, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.7464, top5_acc: 0.9169, loss_cls: 0.9639, loss: 0.9639, grad_norm: 3.0370 2020-10-12 07:51:46,591 - mmaction - INFO - Epoch [23][1040/1253] lr: 3.000e-03, eta: 12:55:54, time: 1.100, data_time: 0.006, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9299, loss_cls: 0.9045, loss: 0.9045, grad_norm: 2.9780 2020-10-12 07:52:07,360 - mmaction - INFO - Epoch [23][1060/1253] lr: 3.000e-03, eta: 12:55:19, time: 1.042, data_time: 0.008, memory: 10398, top1_acc: 0.7622, top5_acc: 0.9232, loss_cls: 0.9051, loss: 0.9051, grad_norm: 2.9658 2020-10-12 07:52:30,100 - mmaction - INFO - Epoch [23][1080/1253] lr: 3.000e-03, eta: 12:54:46, time: 1.135, data_time: 0.006, memory: 10398, top1_acc: 0.7716, top5_acc: 0.9253, loss_cls: 0.8605, loss: 0.8605, grad_norm: 2.8797 2020-10-12 07:52:50,881 - mmaction - INFO - Epoch [23][1100/1253] lr: 3.000e-03, eta: 12:54:11, time: 1.042, data_time: 0.007, memory: 10398, top1_acc: 0.7755, top5_acc: 0.9273, loss_cls: 0.8929, loss: 0.8929, grad_norm: 2.9425 2020-10-12 07:53:12,547 - mmaction - INFO - Epoch [23][1120/1253] lr: 3.000e-03, eta: 12:53:37, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.7599, top5_acc: 0.9219, loss_cls: 0.9251, loss: 0.9251, grad_norm: 2.9876 2020-10-12 07:53:34,654 - mmaction - INFO - Epoch [23][1140/1253] lr: 3.000e-03, eta: 12:53:03, time: 1.106, data_time: 0.005, memory: 10398, top1_acc: 0.7674, top5_acc: 0.9258, loss_cls: 0.8977, loss: 0.8977, grad_norm: 2.9150 2020-10-12 07:53:56,905 - mmaction - INFO - Epoch [23][1160/1253] lr: 3.000e-03, eta: 12:52:30, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.7620, top5_acc: 0.9245, loss_cls: 0.9185, loss: 0.9185, grad_norm: 2.9256 2020-10-12 07:54:17,973 - mmaction - INFO - Epoch [23][1180/1253] lr: 3.000e-03, eta: 12:51:55, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9320, loss_cls: 0.8700, loss: 0.8700, grad_norm: 2.9103 2020-10-12 07:54:38,693 - mmaction - INFO - Epoch [23][1200/1253] lr: 3.000e-03, eta: 12:51:20, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.7630, top5_acc: 0.9221, loss_cls: 0.9074, loss: 0.9074, grad_norm: 2.9116 2020-10-12 07:55:00,536 - mmaction - INFO - Epoch [23][1220/1253] lr: 3.000e-03, eta: 12:50:47, time: 1.094, data_time: 0.008, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9315, loss_cls: 0.8565, loss: 0.8565, grad_norm: 2.8888 2020-10-12 07:55:22,529 - mmaction - INFO - Epoch [23][1240/1253] lr: 3.000e-03, eta: 12:50:13, time: 1.098, data_time: 0.002, memory: 10398, top1_acc: 0.7732, top5_acc: 0.9211, loss_cls: 0.8991, loss: 0.8991, grad_norm: 2.9076 2020-10-12 07:56:05,384 - mmaction - INFO - Epoch [24][20/1253] lr: 3.000e-03, eta: 12:49:09, time: 1.452, data_time: 0.507, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9263, loss_cls: 0.8678, loss: 0.8678, grad_norm: 2.8679 2020-10-12 07:56:25,655 - mmaction - INFO - Epoch [24][40/1253] lr: 3.000e-03, eta: 12:48:34, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9333, loss_cls: 0.8412, loss: 0.8412, grad_norm: 2.8138 2020-10-12 07:56:47,597 - mmaction - INFO - Epoch [24][60/1253] lr: 3.000e-03, eta: 12:48:00, time: 1.095, data_time: 0.006, memory: 10398, top1_acc: 0.7786, top5_acc: 0.9328, loss_cls: 0.8504, loss: 0.8504, grad_norm: 2.8813 2020-10-12 07:57:11,059 - mmaction - INFO - Epoch [24][80/1253] lr: 3.000e-03, eta: 12:47:28, time: 1.176, data_time: 0.007, memory: 10398, top1_acc: 0.7721, top5_acc: 0.9279, loss_cls: 0.8861, loss: 0.8861, grad_norm: 2.9316 2020-10-12 07:57:32,111 - mmaction - INFO - Epoch [24][100/1253] lr: 3.000e-03, eta: 12:46:54, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.7589, top5_acc: 0.9315, loss_cls: 0.9025, loss: 0.9025, grad_norm: 2.9816 2020-10-12 07:57:54,284 - mmaction - INFO - Epoch [24][120/1253] lr: 3.000e-03, eta: 12:46:21, time: 1.112, data_time: 0.007, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9284, loss_cls: 0.8877, loss: 0.8877, grad_norm: 2.9603 2020-10-12 07:58:15,962 - mmaction - INFO - Epoch [24][140/1253] lr: 3.000e-03, eta: 12:45:47, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9276, loss_cls: 0.8753, loss: 0.8753, grad_norm: 2.9227 2020-10-12 07:58:37,236 - mmaction - INFO - Epoch [24][160/1253] lr: 3.000e-03, eta: 12:45:12, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.7672, top5_acc: 0.9268, loss_cls: 0.8818, loss: 0.8818, grad_norm: 2.9245 2020-10-12 07:58:58,589 - mmaction - INFO - Epoch [24][180/1253] lr: 3.000e-03, eta: 12:44:38, time: 1.067, data_time: 0.006, memory: 10398, top1_acc: 0.7727, top5_acc: 0.9253, loss_cls: 0.8674, loss: 0.8674, grad_norm: 2.9279 2020-10-12 07:59:20,020 - mmaction - INFO - Epoch [24][200/1253] lr: 3.000e-03, eta: 12:44:04, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9253, loss_cls: 0.8836, loss: 0.8836, grad_norm: 2.9356 2020-10-12 07:59:41,224 - mmaction - INFO - Epoch [24][220/1253] lr: 3.000e-03, eta: 12:43:30, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.7786, top5_acc: 0.9266, loss_cls: 0.8597, loss: 0.8597, grad_norm: 2.8593 2020-10-12 08:00:06,874 - mmaction - INFO - Epoch [24][240/1253] lr: 3.000e-03, eta: 12:43:01, time: 1.280, data_time: 0.008, memory: 10398, top1_acc: 0.7664, top5_acc: 0.9279, loss_cls: 0.8949, loss: 0.8949, grad_norm: 3.0038 2020-10-12 08:00:27,994 - mmaction - INFO - Epoch [24][260/1253] lr: 3.000e-03, eta: 12:42:26, time: 1.055, data_time: 0.012, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9297, loss_cls: 0.8522, loss: 0.8522, grad_norm: 2.9009 2020-10-12 08:00:49,731 - mmaction - INFO - Epoch [24][280/1253] lr: 3.000e-03, eta: 12:41:53, time: 1.092, data_time: 0.018, memory: 10398, top1_acc: 0.7586, top5_acc: 0.9214, loss_cls: 0.9267, loss: 0.9267, grad_norm: 2.9922 2020-10-12 08:01:10,896 - mmaction - INFO - Epoch [24][300/1253] lr: 3.000e-03, eta: 12:41:19, time: 1.059, data_time: 0.003, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9271, loss_cls: 0.8812, loss: 0.8812, grad_norm: 2.8984 2020-10-12 08:01:32,212 - mmaction - INFO - Epoch [24][320/1253] lr: 3.000e-03, eta: 12:40:45, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.7734, top5_acc: 0.9305, loss_cls: 0.8858, loss: 0.8858, grad_norm: 2.9648 2020-10-12 08:01:52,363 - mmaction - INFO - Epoch [24][340/1253] lr: 3.000e-03, eta: 12:40:09, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.7646, top5_acc: 0.9341, loss_cls: 0.8751, loss: 0.8751, grad_norm: 2.9959 2020-10-12 08:02:14,078 - mmaction - INFO - Epoch [24][360/1253] lr: 3.000e-03, eta: 12:39:36, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.7701, top5_acc: 0.9211, loss_cls: 0.9002, loss: 0.9002, grad_norm: 3.0253 2020-10-12 08:02:35,151 - mmaction - INFO - Epoch [24][380/1253] lr: 3.000e-03, eta: 12:39:01, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.7633, top5_acc: 0.9211, loss_cls: 0.8950, loss: 0.8950, grad_norm: 2.9575 2020-10-12 08:02:56,107 - mmaction - INFO - Epoch [24][400/1253] lr: 3.000e-03, eta: 12:38:27, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9258, loss_cls: 0.8795, loss: 0.8795, grad_norm: 2.9361 2020-10-12 08:03:17,682 - mmaction - INFO - Epoch [24][420/1253] lr: 3.000e-03, eta: 12:37:53, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9372, loss_cls: 0.8270, loss: 0.8270, grad_norm: 2.8375 2020-10-12 08:03:38,303 - mmaction - INFO - Epoch [24][440/1253] lr: 3.000e-03, eta: 12:37:19, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7693, top5_acc: 0.9268, loss_cls: 0.8792, loss: 0.8792, grad_norm: 2.9525 2020-10-12 08:03:59,514 - mmaction - INFO - Epoch [24][460/1253] lr: 3.000e-03, eta: 12:36:44, time: 1.062, data_time: 0.006, memory: 10398, top1_acc: 0.7656, top5_acc: 0.9276, loss_cls: 0.8928, loss: 0.8928, grad_norm: 2.9285 2020-10-12 08:04:21,062 - mmaction - INFO - Epoch [24][480/1253] lr: 3.000e-03, eta: 12:36:11, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9279, loss_cls: 0.8683, loss: 0.8683, grad_norm: 2.9223 2020-10-12 08:04:45,155 - mmaction - INFO - Epoch [24][500/1253] lr: 3.000e-03, eta: 12:35:40, time: 1.202, data_time: 0.005, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9305, loss_cls: 0.8784, loss: 0.8784, grad_norm: 2.9545 2020-10-12 08:05:05,565 - mmaction - INFO - Epoch [24][520/1253] lr: 3.000e-03, eta: 12:35:05, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.7680, top5_acc: 0.9250, loss_cls: 0.8823, loss: 0.8823, grad_norm: 2.9436 2020-10-12 08:05:27,408 - mmaction - INFO - Epoch [24][540/1253] lr: 3.000e-03, eta: 12:34:32, time: 1.092, data_time: 0.003, memory: 10398, top1_acc: 0.7742, top5_acc: 0.9352, loss_cls: 0.8501, loss: 0.8501, grad_norm: 2.9832 2020-10-12 08:05:48,514 - mmaction - INFO - Epoch [24][560/1253] lr: 3.000e-03, eta: 12:33:58, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.7716, top5_acc: 0.9302, loss_cls: 0.8758, loss: 0.8758, grad_norm: 2.9724 2020-10-12 08:06:09,909 - mmaction - INFO - Epoch [24][580/1253] lr: 3.000e-03, eta: 12:33:24, time: 1.069, data_time: 0.003, memory: 10398, top1_acc: 0.7674, top5_acc: 0.9247, loss_cls: 0.9085, loss: 0.9085, grad_norm: 3.0308 2020-10-12 08:06:31,140 - mmaction - INFO - Epoch [24][600/1253] lr: 3.000e-03, eta: 12:32:50, time: 1.062, data_time: 0.007, memory: 10398, top1_acc: 0.7758, top5_acc: 0.9263, loss_cls: 0.8699, loss: 0.8699, grad_norm: 2.9508 2020-10-12 08:06:52,163 - mmaction - INFO - Epoch [24][620/1253] lr: 3.000e-03, eta: 12:32:16, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.7755, top5_acc: 0.9237, loss_cls: 0.8883, loss: 0.8883, grad_norm: 2.9340 2020-10-12 08:07:13,913 - mmaction - INFO - Epoch [24][640/1253] lr: 3.000e-03, eta: 12:31:43, time: 1.089, data_time: 0.004, memory: 10398, top1_acc: 0.7680, top5_acc: 0.9289, loss_cls: 0.9015, loss: 0.9015, grad_norm: 3.0059 2020-10-12 08:07:35,520 - mmaction - INFO - Epoch [24][660/1253] lr: 3.000e-03, eta: 12:31:09, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9279, loss_cls: 0.8692, loss: 0.8692, grad_norm: 2.9548 2020-10-12 08:07:56,966 - mmaction - INFO - Epoch [24][680/1253] lr: 3.000e-03, eta: 12:30:36, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.7622, top5_acc: 0.9182, loss_cls: 0.9302, loss: 0.9302, grad_norm: 3.0251 2020-10-12 08:08:17,690 - mmaction - INFO - Epoch [24][700/1253] lr: 3.000e-03, eta: 12:30:01, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9297, loss_cls: 0.8597, loss: 0.8597, grad_norm: 2.9216 2020-10-12 08:08:39,187 - mmaction - INFO - Epoch [24][720/1253] lr: 3.000e-03, eta: 12:29:28, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.7701, top5_acc: 0.9339, loss_cls: 0.8590, loss: 0.8590, grad_norm: 2.9416 2020-10-12 08:09:01,241 - mmaction - INFO - Epoch [24][740/1253] lr: 3.000e-03, eta: 12:28:55, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9357, loss_cls: 0.8723, loss: 0.8723, grad_norm: 2.9115 2020-10-12 08:09:21,940 - mmaction - INFO - Epoch [24][760/1253] lr: 3.000e-03, eta: 12:28:20, time: 1.035, data_time: 0.002, memory: 10398, top1_acc: 0.7630, top5_acc: 0.9294, loss_cls: 0.9031, loss: 0.9031, grad_norm: 3.0789 2020-10-12 08:09:43,188 - mmaction - INFO - Epoch [24][780/1253] lr: 3.000e-03, eta: 12:27:47, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7758, top5_acc: 0.9310, loss_cls: 0.8528, loss: 0.8528, grad_norm: 2.9211 2020-10-12 08:10:05,760 - mmaction - INFO - Epoch [24][800/1253] lr: 3.000e-03, eta: 12:27:14, time: 1.133, data_time: 0.008, memory: 10398, top1_acc: 0.7794, top5_acc: 0.9328, loss_cls: 0.8484, loss: 0.8484, grad_norm: 2.9296 2020-10-12 08:10:26,163 - mmaction - INFO - Epoch [24][820/1253] lr: 3.000e-03, eta: 12:26:40, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.7617, top5_acc: 0.9198, loss_cls: 0.9297, loss: 0.9297, grad_norm: 3.0322 2020-10-12 08:10:49,395 - mmaction - INFO - Epoch [24][840/1253] lr: 3.000e-03, eta: 12:26:08, time: 1.161, data_time: 0.004, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9284, loss_cls: 0.8689, loss: 0.8689, grad_norm: 2.9810 2020-10-12 08:11:10,579 - mmaction - INFO - Epoch [24][860/1253] lr: 3.000e-03, eta: 12:25:35, time: 1.060, data_time: 0.003, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9237, loss_cls: 0.9157, loss: 0.9157, grad_norm: 3.0452 2020-10-12 08:11:32,277 - mmaction - INFO - Epoch [24][880/1253] lr: 3.000e-03, eta: 12:25:01, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9336, loss_cls: 0.8276, loss: 0.8276, grad_norm: 2.9065 2020-10-12 08:11:52,228 - mmaction - INFO - Epoch [24][900/1253] lr: 3.000e-03, eta: 12:24:26, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.7643, top5_acc: 0.9174, loss_cls: 0.9229, loss: 0.9229, grad_norm: 2.9697 2020-10-12 08:12:14,783 - mmaction - INFO - Epoch [24][920/1253] lr: 3.000e-03, eta: 12:23:54, time: 1.130, data_time: 0.004, memory: 10398, top1_acc: 0.7737, top5_acc: 0.9313, loss_cls: 0.8572, loss: 0.8572, grad_norm: 2.9378 2020-10-12 08:12:36,702 - mmaction - INFO - Epoch [24][940/1253] lr: 3.000e-03, eta: 12:23:21, time: 1.094, data_time: 0.006, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8876, loss: 0.8876, grad_norm: 2.9768 2020-10-12 08:12:57,819 - mmaction - INFO - Epoch [24][960/1253] lr: 3.000e-03, eta: 12:22:47, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9268, loss_cls: 0.8959, loss: 0.8959, grad_norm: 2.9679 2020-10-12 08:13:19,132 - mmaction - INFO - Epoch [24][980/1253] lr: 3.000e-03, eta: 12:22:14, time: 1.066, data_time: 0.003, memory: 10398, top1_acc: 0.7773, top5_acc: 0.9320, loss_cls: 0.8662, loss: 0.8662, grad_norm: 2.9410 2020-10-12 08:13:40,342 - mmaction - INFO - Epoch [24][1000/1253] lr: 3.000e-03, eta: 12:21:40, time: 1.058, data_time: 0.005, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9281, loss_cls: 0.8759, loss: 0.8759, grad_norm: 2.9528 2020-10-12 08:14:02,114 - mmaction - INFO - Epoch [24][1020/1253] lr: 3.000e-03, eta: 12:21:07, time: 1.091, data_time: 0.007, memory: 10398, top1_acc: 0.7721, top5_acc: 0.9258, loss_cls: 0.8908, loss: 0.8908, grad_norm: 3.0070 2020-10-12 08:14:23,634 - mmaction - INFO - Epoch [24][1040/1253] lr: 3.000e-03, eta: 12:20:34, time: 1.076, data_time: 0.003, memory: 10398, top1_acc: 0.7674, top5_acc: 0.9284, loss_cls: 0.8892, loss: 0.8892, grad_norm: 2.9632 2020-10-12 08:14:44,673 - mmaction - INFO - Epoch [24][1060/1253] lr: 3.000e-03, eta: 12:20:00, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7701, top5_acc: 0.9294, loss_cls: 0.8749, loss: 0.8749, grad_norm: 2.9004 2020-10-12 08:15:05,972 - mmaction - INFO - Epoch [24][1080/1253] lr: 3.000e-03, eta: 12:19:27, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.7664, top5_acc: 0.9234, loss_cls: 0.9174, loss: 0.9174, grad_norm: 3.0496 2020-10-12 08:15:26,489 - mmaction - INFO - Epoch [24][1100/1253] lr: 3.000e-03, eta: 12:18:53, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9346, loss_cls: 0.8451, loss: 0.8451, grad_norm: 2.9251 2020-10-12 08:15:46,952 - mmaction - INFO - Epoch [24][1120/1253] lr: 3.000e-03, eta: 12:18:18, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.7768, top5_acc: 0.9294, loss_cls: 0.8718, loss: 0.8718, grad_norm: 2.9459 2020-10-12 08:16:08,060 - mmaction - INFO - Epoch [24][1140/1253] lr: 3.000e-03, eta: 12:17:45, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7742, top5_acc: 0.9299, loss_cls: 0.8588, loss: 0.8588, grad_norm: 2.9838 2020-10-12 08:16:30,998 - mmaction - INFO - Epoch [24][1160/1253] lr: 3.000e-03, eta: 12:17:13, time: 1.144, data_time: 0.005, memory: 10398, top1_acc: 0.7633, top5_acc: 0.9201, loss_cls: 0.8979, loss: 0.8979, grad_norm: 3.0233 2020-10-12 08:16:53,273 - mmaction - INFO - Epoch [24][1180/1253] lr: 3.000e-03, eta: 12:16:41, time: 1.116, data_time: 0.007, memory: 10398, top1_acc: 0.7747, top5_acc: 0.9281, loss_cls: 0.8915, loss: 0.8915, grad_norm: 2.9884 2020-10-12 08:17:12,779 - mmaction - INFO - Epoch [24][1200/1253] lr: 3.000e-03, eta: 12:16:05, time: 0.976, data_time: 0.003, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9284, loss_cls: 0.8699, loss: 0.8699, grad_norm: 3.0113 2020-10-12 08:17:34,071 - mmaction - INFO - Epoch [24][1220/1253] lr: 3.000e-03, eta: 12:15:32, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.7776, top5_acc: 0.9339, loss_cls: 0.8569, loss: 0.8569, grad_norm: 3.0024 2020-10-12 08:17:54,715 - mmaction - INFO - Epoch [24][1240/1253] lr: 3.000e-03, eta: 12:14:58, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.7716, top5_acc: 0.9250, loss_cls: 0.8750, loss: 0.8750, grad_norm: 2.9903 2020-10-12 08:18:39,779 - mmaction - INFO - Epoch [25][20/1253] lr: 3.000e-03, eta: 12:13:58, time: 1.531, data_time: 0.676, memory: 10398, top1_acc: 0.7807, top5_acc: 0.9385, loss_cls: 0.8353, loss: 0.8353, grad_norm: 2.9139 2020-10-12 08:18:59,978 - mmaction - INFO - Epoch [25][40/1253] lr: 3.000e-03, eta: 12:13:24, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9258, loss_cls: 0.8692, loss: 0.8692, grad_norm: 3.0235 2020-10-12 08:19:21,306 - mmaction - INFO - Epoch [25][60/1253] lr: 3.000e-03, eta: 12:12:51, time: 1.066, data_time: 0.003, memory: 10398, top1_acc: 0.7727, top5_acc: 0.9286, loss_cls: 0.8758, loss: 0.8758, grad_norm: 2.9851 2020-10-12 08:19:43,930 - mmaction - INFO - Epoch [25][80/1253] lr: 3.000e-03, eta: 12:12:19, time: 1.128, data_time: 0.006, memory: 10398, top1_acc: 0.7732, top5_acc: 0.9305, loss_cls: 0.8646, loss: 0.8646, grad_norm: 2.9368 2020-10-12 08:20:04,661 - mmaction - INFO - Epoch [25][100/1253] lr: 3.000e-03, eta: 12:11:45, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.7836, top5_acc: 0.9318, loss_cls: 0.8264, loss: 0.8264, grad_norm: 2.9551 2020-10-12 08:20:25,475 - mmaction - INFO - Epoch [25][120/1253] lr: 3.000e-03, eta: 12:11:11, time: 1.041, data_time: 0.002, memory: 10398, top1_acc: 0.7745, top5_acc: 0.9258, loss_cls: 0.8756, loss: 0.8756, grad_norm: 3.0016 2020-10-12 08:20:47,293 - mmaction - INFO - Epoch [25][140/1253] lr: 3.000e-03, eta: 12:10:39, time: 1.089, data_time: 0.005, memory: 10398, top1_acc: 0.7807, top5_acc: 0.9313, loss_cls: 0.8356, loss: 0.8356, grad_norm: 2.9124 2020-10-12 08:21:08,882 - mmaction - INFO - Epoch [25][160/1253] lr: 3.000e-03, eta: 12:10:06, time: 1.081, data_time: 0.006, memory: 10398, top1_acc: 0.7737, top5_acc: 0.9294, loss_cls: 0.8710, loss: 0.8710, grad_norm: 2.9799 2020-10-12 08:21:31,204 - mmaction - INFO - Epoch [25][180/1253] lr: 3.000e-03, eta: 12:09:34, time: 1.113, data_time: 0.006, memory: 10398, top1_acc: 0.7753, top5_acc: 0.9227, loss_cls: 0.8618, loss: 0.8618, grad_norm: 2.9161 2020-10-12 08:21:51,739 - mmaction - INFO - Epoch [25][200/1253] lr: 3.000e-03, eta: 12:09:00, time: 1.029, data_time: 0.007, memory: 10398, top1_acc: 0.7745, top5_acc: 0.9305, loss_cls: 0.8597, loss: 0.8597, grad_norm: 2.9634 2020-10-12 08:22:12,779 - mmaction - INFO - Epoch [25][220/1253] lr: 3.000e-03, eta: 12:08:26, time: 1.054, data_time: 0.003, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9331, loss_cls: 0.8405, loss: 0.8405, grad_norm: 2.9297 2020-10-12 08:22:34,483 - mmaction - INFO - Epoch [25][240/1253] lr: 3.000e-03, eta: 12:07:54, time: 1.085, data_time: 0.004, memory: 10398, top1_acc: 0.7789, top5_acc: 0.9297, loss_cls: 0.8502, loss: 0.8502, grad_norm: 2.9251 2020-10-12 08:22:55,048 - mmaction - INFO - Epoch [25][260/1253] lr: 3.000e-03, eta: 12:07:20, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9305, loss_cls: 0.8643, loss: 0.8643, grad_norm: 2.9655 2020-10-12 08:23:16,387 - mmaction - INFO - Epoch [25][280/1253] lr: 3.000e-03, eta: 12:06:47, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9318, loss_cls: 0.8552, loss: 0.8552, grad_norm: 2.9925 2020-10-12 08:23:37,927 - mmaction - INFO - Epoch [25][300/1253] lr: 3.000e-03, eta: 12:06:14, time: 1.079, data_time: 0.007, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9370, loss_cls: 0.8236, loss: 0.8236, grad_norm: 2.9328 2020-10-12 08:23:59,534 - mmaction - INFO - Epoch [25][320/1253] lr: 3.000e-03, eta: 12:05:41, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7721, top5_acc: 0.9227, loss_cls: 0.8719, loss: 0.8719, grad_norm: 2.9685 2020-10-12 08:24:21,223 - mmaction - INFO - Epoch [25][340/1253] lr: 3.000e-03, eta: 12:05:08, time: 1.087, data_time: 0.008, memory: 10398, top1_acc: 0.7594, top5_acc: 0.9273, loss_cls: 0.8950, loss: 0.8950, grad_norm: 3.0707 2020-10-12 08:24:44,138 - mmaction - INFO - Epoch [25][360/1253] lr: 3.000e-03, eta: 12:04:37, time: 1.146, data_time: 0.007, memory: 10398, top1_acc: 0.7677, top5_acc: 0.9276, loss_cls: 0.8717, loss: 0.8717, grad_norm: 3.0042 2020-10-12 08:25:06,100 - mmaction - INFO - Epoch [25][380/1253] lr: 3.000e-03, eta: 12:04:05, time: 1.100, data_time: 0.007, memory: 10398, top1_acc: 0.7711, top5_acc: 0.9289, loss_cls: 0.8707, loss: 0.8707, grad_norm: 3.0206 2020-10-12 08:25:28,115 - mmaction - INFO - Epoch [25][400/1253] lr: 3.000e-03, eta: 12:03:33, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9344, loss_cls: 0.8368, loss: 0.8368, grad_norm: 2.9321 2020-10-12 08:25:49,393 - mmaction - INFO - Epoch [25][420/1253] lr: 3.000e-03, eta: 12:03:00, time: 1.062, data_time: 0.004, memory: 10398, top1_acc: 0.7786, top5_acc: 0.9383, loss_cls: 0.8134, loss: 0.8134, grad_norm: 2.9093 2020-10-12 08:26:12,243 - mmaction - INFO - Epoch [25][440/1253] lr: 3.000e-03, eta: 12:02:28, time: 1.144, data_time: 0.004, memory: 10398, top1_acc: 0.7734, top5_acc: 0.9292, loss_cls: 0.8824, loss: 0.8824, grad_norm: 3.0150 2020-10-12 08:26:34,825 - mmaction - INFO - Epoch [25][460/1253] lr: 3.000e-03, eta: 12:01:57, time: 1.126, data_time: 0.005, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9247, loss_cls: 0.8843, loss: 0.8843, grad_norm: 3.0097 2020-10-12 08:26:56,924 - mmaction - INFO - Epoch [25][480/1253] lr: 3.000e-03, eta: 12:01:25, time: 1.108, data_time: 0.008, memory: 10398, top1_acc: 0.7797, top5_acc: 0.9328, loss_cls: 0.8537, loss: 0.8537, grad_norm: 2.9754 2020-10-12 08:27:20,024 - mmaction - INFO - Epoch [25][500/1253] lr: 3.000e-03, eta: 12:00:54, time: 1.155, data_time: 0.002, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9339, loss_cls: 0.8411, loss: 0.8411, grad_norm: 2.9523 2020-10-12 08:27:43,228 - mmaction - INFO - Epoch [25][520/1253] lr: 3.000e-03, eta: 12:00:23, time: 1.157, data_time: 0.006, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9333, loss_cls: 0.8599, loss: 0.8599, grad_norm: 2.9366 2020-10-12 08:28:05,411 - mmaction - INFO - Epoch [25][540/1253] lr: 3.000e-03, eta: 11:59:51, time: 1.112, data_time: 0.008, memory: 10398, top1_acc: 0.7714, top5_acc: 0.9247, loss_cls: 0.8954, loss: 0.8954, grad_norm: 3.0676 2020-10-12 08:28:26,874 - mmaction - INFO - Epoch [25][560/1253] lr: 3.000e-03, eta: 11:59:18, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.7714, top5_acc: 0.9302, loss_cls: 0.8670, loss: 0.8670, grad_norm: 2.9943 2020-10-12 08:28:49,359 - mmaction - INFO - Epoch [25][580/1253] lr: 3.000e-03, eta: 11:58:46, time: 1.123, data_time: 0.005, memory: 10398, top1_acc: 0.7797, top5_acc: 0.9240, loss_cls: 0.8627, loss: 0.8627, grad_norm: 2.9984 2020-10-12 08:29:12,698 - mmaction - INFO - Epoch [25][600/1253] lr: 3.000e-03, eta: 11:58:16, time: 1.169, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9310, loss_cls: 0.8343, loss: 0.8343, grad_norm: 2.9057 2020-10-12 08:29:34,472 - mmaction - INFO - Epoch [25][620/1253] lr: 3.000e-03, eta: 11:57:43, time: 1.087, data_time: 0.005, memory: 10398, top1_acc: 0.7943, top5_acc: 0.9362, loss_cls: 0.8119, loss: 0.8119, grad_norm: 2.8834 2020-10-12 08:29:56,161 - mmaction - INFO - Epoch [25][640/1253] lr: 3.000e-03, eta: 11:57:11, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.7661, top5_acc: 0.9245, loss_cls: 0.9104, loss: 0.9104, grad_norm: 3.1161 2020-10-12 08:30:18,404 - mmaction - INFO - Epoch [25][660/1253] lr: 3.000e-03, eta: 11:56:39, time: 1.112, data_time: 0.002, memory: 10398, top1_acc: 0.7734, top5_acc: 0.9279, loss_cls: 0.8611, loss: 0.8611, grad_norm: 2.9736 2020-10-12 08:30:40,339 - mmaction - INFO - Epoch [25][680/1253] lr: 3.000e-03, eta: 11:56:07, time: 1.094, data_time: 0.004, memory: 10398, top1_acc: 0.7711, top5_acc: 0.9255, loss_cls: 0.8732, loss: 0.8732, grad_norm: 2.9896 2020-10-12 08:31:02,343 - mmaction - INFO - Epoch [25][700/1253] lr: 3.000e-03, eta: 11:55:35, time: 1.101, data_time: 0.007, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9331, loss_cls: 0.8407, loss: 0.8407, grad_norm: 3.0237 2020-10-12 08:31:23,854 - mmaction - INFO - Epoch [25][720/1253] lr: 3.000e-03, eta: 11:55:02, time: 1.077, data_time: 0.003, memory: 10398, top1_acc: 0.7779, top5_acc: 0.9341, loss_cls: 0.8624, loss: 0.8624, grad_norm: 3.0528 2020-10-12 08:31:46,127 - mmaction - INFO - Epoch [25][740/1253] lr: 3.000e-03, eta: 11:54:31, time: 1.112, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9320, loss_cls: 0.8458, loss: 0.8458, grad_norm: 2.9589 2020-10-12 08:32:07,269 - mmaction - INFO - Epoch [25][760/1253] lr: 3.000e-03, eta: 11:53:58, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9279, loss_cls: 0.8548, loss: 0.8548, grad_norm: 2.9324 2020-10-12 08:32:29,675 - mmaction - INFO - Epoch [25][780/1253] lr: 3.000e-03, eta: 11:53:26, time: 1.118, data_time: 0.005, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9276, loss_cls: 0.8872, loss: 0.8872, grad_norm: 3.0953 2020-10-12 08:32:51,266 - mmaction - INFO - Epoch [25][800/1253] lr: 3.000e-03, eta: 11:52:54, time: 1.079, data_time: 0.008, memory: 10398, top1_acc: 0.7724, top5_acc: 0.9193, loss_cls: 0.8800, loss: 0.8800, grad_norm: 3.0285 2020-10-12 08:33:12,927 - mmaction - INFO - Epoch [25][820/1253] lr: 3.000e-03, eta: 11:52:21, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.7776, top5_acc: 0.9268, loss_cls: 0.8634, loss: 0.8634, grad_norm: 3.0206 2020-10-12 08:33:34,547 - mmaction - INFO - Epoch [25][840/1253] lr: 3.000e-03, eta: 11:51:49, time: 1.081, data_time: 0.003, memory: 10398, top1_acc: 0.7641, top5_acc: 0.9198, loss_cls: 0.9116, loss: 0.9116, grad_norm: 3.0699 2020-10-12 08:33:58,145 - mmaction - INFO - Epoch [25][860/1253] lr: 3.000e-03, eta: 11:51:19, time: 1.177, data_time: 0.002, memory: 10398, top1_acc: 0.7828, top5_acc: 0.9284, loss_cls: 0.8623, loss: 0.8623, grad_norm: 3.0316 2020-10-12 08:34:20,245 - mmaction - INFO - Epoch [25][880/1253] lr: 3.000e-03, eta: 11:50:47, time: 1.107, data_time: 0.006, memory: 10398, top1_acc: 0.7766, top5_acc: 0.9281, loss_cls: 0.8838, loss: 0.8838, grad_norm: 3.0076 2020-10-12 08:34:42,705 - mmaction - INFO - Epoch [25][900/1253] lr: 3.000e-03, eta: 11:50:15, time: 1.123, data_time: 0.005, memory: 10398, top1_acc: 0.7810, top5_acc: 0.9331, loss_cls: 0.8284, loss: 0.8284, grad_norm: 2.9628 2020-10-12 08:35:04,777 - mmaction - INFO - Epoch [25][920/1253] lr: 3.000e-03, eta: 11:49:43, time: 1.102, data_time: 0.006, memory: 10398, top1_acc: 0.7732, top5_acc: 0.9326, loss_cls: 0.8601, loss: 0.8601, grad_norm: 2.9693 2020-10-12 08:35:27,159 - mmaction - INFO - Epoch [25][940/1253] lr: 3.000e-03, eta: 11:49:12, time: 1.121, data_time: 0.008, memory: 10398, top1_acc: 0.7745, top5_acc: 0.9336, loss_cls: 0.8571, loss: 0.8571, grad_norm: 2.9828 2020-10-12 08:35:49,053 - mmaction - INFO - Epoch [25][960/1253] lr: 3.000e-03, eta: 11:48:40, time: 1.095, data_time: 0.006, memory: 10398, top1_acc: 0.7724, top5_acc: 0.9315, loss_cls: 0.8666, loss: 0.8666, grad_norm: 3.0195 2020-10-12 08:36:11,317 - mmaction - INFO - Epoch [25][980/1253] lr: 3.000e-03, eta: 11:48:08, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9357, loss_cls: 0.8465, loss: 0.8465, grad_norm: 2.9720 2020-10-12 08:36:34,375 - mmaction - INFO - Epoch [25][1000/1253] lr: 3.000e-03, eta: 11:47:38, time: 1.151, data_time: 0.005, memory: 10398, top1_acc: 0.7685, top5_acc: 0.9284, loss_cls: 0.8749, loss: 0.8749, grad_norm: 3.0468 2020-10-12 08:36:55,925 - mmaction - INFO - Epoch [25][1020/1253] lr: 3.000e-03, eta: 11:47:05, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9336, loss_cls: 0.8404, loss: 0.8404, grad_norm: 2.9812 2020-10-12 08:37:18,026 - mmaction - INFO - Epoch [25][1040/1253] lr: 3.000e-03, eta: 11:46:34, time: 1.106, data_time: 0.002, memory: 10398, top1_acc: 0.7763, top5_acc: 0.9271, loss_cls: 0.8715, loss: 0.8715, grad_norm: 2.9991 2020-10-12 08:37:40,997 - mmaction - INFO - Epoch [25][1060/1253] lr: 3.000e-03, eta: 11:46:03, time: 1.146, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9388, loss_cls: 0.8195, loss: 0.8195, grad_norm: 2.9943 2020-10-12 08:38:03,171 - mmaction - INFO - Epoch [25][1080/1253] lr: 3.000e-03, eta: 11:45:31, time: 1.109, data_time: 0.007, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9349, loss_cls: 0.8305, loss: 0.8305, grad_norm: 3.0044 2020-10-12 08:38:24,800 - mmaction - INFO - Epoch [25][1100/1253] lr: 3.000e-03, eta: 11:44:59, time: 1.083, data_time: 0.005, memory: 10398, top1_acc: 0.7763, top5_acc: 0.9326, loss_cls: 0.8554, loss: 0.8554, grad_norm: 3.0231 2020-10-12 08:38:46,537 - mmaction - INFO - Epoch [25][1120/1253] lr: 3.000e-03, eta: 11:44:27, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.7721, top5_acc: 0.9271, loss_cls: 0.8859, loss: 0.8859, grad_norm: 3.0412 2020-10-12 08:39:08,622 - mmaction - INFO - Epoch [25][1140/1253] lr: 3.000e-03, eta: 11:43:55, time: 1.103, data_time: 0.007, memory: 10398, top1_acc: 0.7839, top5_acc: 0.9354, loss_cls: 0.8482, loss: 0.8482, grad_norm: 2.9663 2020-10-12 08:39:30,609 - mmaction - INFO - Epoch [25][1160/1253] lr: 3.000e-03, eta: 11:43:23, time: 1.098, data_time: 0.007, memory: 10398, top1_acc: 0.7789, top5_acc: 0.9255, loss_cls: 0.8534, loss: 0.8534, grad_norm: 2.9468 2020-10-12 08:39:52,847 - mmaction - INFO - Epoch [25][1180/1253] lr: 3.000e-03, eta: 11:42:52, time: 1.111, data_time: 0.008, memory: 10398, top1_acc: 0.7872, top5_acc: 0.9383, loss_cls: 0.8146, loss: 0.8146, grad_norm: 2.9395 2020-10-12 08:40:14,911 - mmaction - INFO - Epoch [25][1200/1253] lr: 3.000e-03, eta: 11:42:20, time: 1.107, data_time: 0.006, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9323, loss_cls: 0.8614, loss: 0.8614, grad_norm: 3.0721 2020-10-12 08:40:37,064 - mmaction - INFO - Epoch [25][1220/1253] lr: 3.000e-03, eta: 11:41:49, time: 1.106, data_time: 0.004, memory: 10398, top1_acc: 0.7669, top5_acc: 0.9333, loss_cls: 0.8625, loss: 0.8625, grad_norm: 2.9984 2020-10-12 08:40:59,921 - mmaction - INFO - Epoch [25][1240/1253] lr: 3.000e-03, eta: 11:41:18, time: 1.143, data_time: 0.007, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9281, loss_cls: 0.8874, loss: 0.8874, grad_norm: 3.1076 2020-10-12 08:41:13,787 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-12 08:41:43,274 - mmaction - INFO - Epoch [26][20/1253] lr: 3.000e-03, eta: 11:40:17, time: 1.413, data_time: 0.409, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9346, loss_cls: 0.8394, loss: 0.8394, grad_norm: 2.9861 2020-10-12 08:42:04,357 - mmaction - INFO - Epoch [26][40/1253] lr: 3.000e-03, eta: 11:39:45, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9320, loss_cls: 0.8252, loss: 0.8252, grad_norm: 2.9424 2020-10-12 08:42:27,677 - mmaction - INFO - Epoch [26][60/1253] lr: 3.000e-03, eta: 11:39:14, time: 1.166, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9323, loss_cls: 0.8262, loss: 0.8262, grad_norm: 2.9915 2020-10-12 08:42:49,539 - mmaction - INFO - Epoch [26][80/1253] lr: 3.000e-03, eta: 11:38:43, time: 1.091, data_time: 0.002, memory: 10398, top1_acc: 0.7716, top5_acc: 0.9315, loss_cls: 0.8559, loss: 0.8559, grad_norm: 2.9983 2020-10-12 08:43:11,114 - mmaction - INFO - Epoch [26][100/1253] lr: 3.000e-03, eta: 11:38:11, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.7867, top5_acc: 0.9352, loss_cls: 0.8249, loss: 0.8249, grad_norm: 2.9244 2020-10-12 08:43:33,286 - mmaction - INFO - Epoch [26][120/1253] lr: 3.000e-03, eta: 11:37:39, time: 1.109, data_time: 0.002, memory: 10398, top1_acc: 0.7755, top5_acc: 0.9276, loss_cls: 0.8669, loss: 0.8669, grad_norm: 3.0027 2020-10-12 08:43:55,645 - mmaction - INFO - Epoch [26][140/1253] lr: 3.000e-03, eta: 11:37:08, time: 1.118, data_time: 0.005, memory: 10398, top1_acc: 0.7784, top5_acc: 0.9326, loss_cls: 0.8604, loss: 0.8604, grad_norm: 3.0611 2020-10-12 08:44:17,692 - mmaction - INFO - Epoch [26][160/1253] lr: 3.000e-03, eta: 11:36:36, time: 1.102, data_time: 0.002, memory: 10398, top1_acc: 0.7747, top5_acc: 0.9331, loss_cls: 0.8469, loss: 0.8469, grad_norm: 2.9863 2020-10-12 08:44:40,108 - mmaction - INFO - Epoch [26][180/1253] lr: 3.000e-03, eta: 11:36:05, time: 1.119, data_time: 0.005, memory: 10398, top1_acc: 0.7784, top5_acc: 0.9339, loss_cls: 0.8410, loss: 0.8410, grad_norm: 2.9910 2020-10-12 08:45:04,007 - mmaction - INFO - Epoch [26][200/1253] lr: 3.000e-03, eta: 11:35:35, time: 1.193, data_time: 0.006, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9333, loss_cls: 0.8209, loss: 0.8209, grad_norm: 2.9498 2020-10-12 08:45:24,293 - mmaction - INFO - Epoch [26][220/1253] lr: 3.000e-03, eta: 11:35:02, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.7747, top5_acc: 0.9224, loss_cls: 0.8696, loss: 0.8696, grad_norm: 3.0638 2020-10-12 08:45:47,202 - mmaction - INFO - Epoch [26][240/1253] lr: 3.000e-03, eta: 11:34:31, time: 1.144, data_time: 0.005, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9352, loss_cls: 0.8065, loss: 0.8065, grad_norm: 2.9461 2020-10-12 08:46:09,070 - mmaction - INFO - Epoch [26][260/1253] lr: 3.000e-03, eta: 11:34:00, time: 1.095, data_time: 0.007, memory: 10398, top1_acc: 0.7789, top5_acc: 0.9331, loss_cls: 0.8388, loss: 0.8388, grad_norm: 2.9980 2020-10-12 08:46:32,283 - mmaction - INFO - Epoch [26][280/1253] lr: 3.000e-03, eta: 11:33:29, time: 1.156, data_time: 0.006, memory: 10398, top1_acc: 0.7773, top5_acc: 0.9292, loss_cls: 0.8652, loss: 0.8652, grad_norm: 3.0239 2020-10-12 08:46:55,535 - mmaction - INFO - Epoch [26][300/1253] lr: 3.000e-03, eta: 11:32:59, time: 1.164, data_time: 0.008, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9307, loss_cls: 0.8452, loss: 0.8452, grad_norm: 3.0135 2020-10-12 08:47:16,498 - mmaction - INFO - Epoch [26][320/1253] lr: 3.000e-03, eta: 11:32:27, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9341, loss_cls: 0.8280, loss: 0.8280, grad_norm: 3.0436 2020-10-12 08:47:39,107 - mmaction - INFO - Epoch [26][340/1253] lr: 3.000e-03, eta: 11:31:56, time: 1.128, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9297, loss_cls: 0.8607, loss: 0.8607, grad_norm: 3.0663 2020-10-12 08:48:01,169 - mmaction - INFO - Epoch [26][360/1253] lr: 3.000e-03, eta: 11:31:24, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.8325, loss: 0.8325, grad_norm: 2.9416 2020-10-12 08:48:23,709 - mmaction - INFO - Epoch [26][380/1253] lr: 3.000e-03, eta: 11:30:53, time: 1.126, data_time: 0.002, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9349, loss_cls: 0.7890, loss: 0.7890, grad_norm: 2.9147 2020-10-12 08:48:44,671 - mmaction - INFO - Epoch [26][400/1253] lr: 3.000e-03, eta: 11:30:21, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.7755, top5_acc: 0.9367, loss_cls: 0.8470, loss: 0.8470, grad_norm: 3.0522 2020-10-12 08:49:07,929 - mmaction - INFO - Epoch [26][420/1253] lr: 3.000e-03, eta: 11:29:51, time: 1.164, data_time: 0.006, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9305, loss_cls: 0.8595, loss: 0.8595, grad_norm: 3.0595 2020-10-12 08:49:29,102 - mmaction - INFO - Epoch [26][440/1253] lr: 3.000e-03, eta: 11:29:18, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9326, loss_cls: 0.8262, loss: 0.8262, grad_norm: 3.0146 2020-10-12 08:49:52,222 - mmaction - INFO - Epoch [26][460/1253] lr: 3.000e-03, eta: 11:28:48, time: 1.155, data_time: 0.004, memory: 10398, top1_acc: 0.7706, top5_acc: 0.9258, loss_cls: 0.8687, loss: 0.8687, grad_norm: 3.0987 2020-10-12 08:50:14,100 - mmaction - INFO - Epoch [26][480/1253] lr: 3.000e-03, eta: 11:28:17, time: 1.092, data_time: 0.003, memory: 10398, top1_acc: 0.7724, top5_acc: 0.9380, loss_cls: 0.8554, loss: 0.8554, grad_norm: 3.0764 2020-10-12 08:50:37,017 - mmaction - INFO - Epoch [26][500/1253] lr: 3.000e-03, eta: 11:27:46, time: 1.148, data_time: 0.006, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9297, loss_cls: 0.8644, loss: 0.8644, grad_norm: 3.0253 2020-10-12 08:50:59,502 - mmaction - INFO - Epoch [26][520/1253] lr: 3.000e-03, eta: 11:27:15, time: 1.120, data_time: 0.005, memory: 10398, top1_acc: 0.7742, top5_acc: 0.9240, loss_cls: 0.8573, loss: 0.8573, grad_norm: 3.0580 2020-10-12 08:51:22,387 - mmaction - INFO - Epoch [26][540/1253] lr: 3.000e-03, eta: 11:26:45, time: 1.148, data_time: 0.007, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9307, loss_cls: 0.8427, loss: 0.8427, grad_norm: 3.0360 2020-10-12 08:51:44,251 - mmaction - INFO - Epoch [26][560/1253] lr: 3.000e-03, eta: 11:26:13, time: 1.094, data_time: 0.005, memory: 10398, top1_acc: 0.7810, top5_acc: 0.9372, loss_cls: 0.8323, loss: 0.8323, grad_norm: 3.0197 2020-10-12 08:52:05,682 - mmaction - INFO - Epoch [26][580/1253] lr: 3.000e-03, eta: 11:25:41, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9365, loss_cls: 0.8181, loss: 0.8181, grad_norm: 3.0508 2020-10-12 08:52:27,380 - mmaction - INFO - Epoch [26][600/1253] lr: 3.000e-03, eta: 11:25:10, time: 1.087, data_time: 0.007, memory: 10398, top1_acc: 0.7911, top5_acc: 0.9367, loss_cls: 0.8189, loss: 0.8189, grad_norm: 2.9623 2020-10-12 08:52:49,910 - mmaction - INFO - Epoch [26][620/1253] lr: 3.000e-03, eta: 11:24:39, time: 1.127, data_time: 0.003, memory: 10398, top1_acc: 0.7859, top5_acc: 0.9328, loss_cls: 0.8174, loss: 0.8174, grad_norm: 3.0074 2020-10-12 08:53:12,514 - mmaction - INFO - Epoch [26][640/1253] lr: 3.000e-03, eta: 11:24:08, time: 1.129, data_time: 0.002, memory: 10398, top1_acc: 0.7768, top5_acc: 0.9299, loss_cls: 0.8499, loss: 0.8499, grad_norm: 3.0839 2020-10-12 08:53:34,109 - mmaction - INFO - Epoch [26][660/1253] lr: 3.000e-03, eta: 11:23:36, time: 1.081, data_time: 0.004, memory: 10398, top1_acc: 0.7737, top5_acc: 0.9336, loss_cls: 0.8464, loss: 0.8464, grad_norm: 3.0440 2020-10-12 08:53:56,597 - mmaction - INFO - Epoch [26][680/1253] lr: 3.000e-03, eta: 11:23:05, time: 1.124, data_time: 0.005, memory: 10398, top1_acc: 0.7810, top5_acc: 0.9388, loss_cls: 0.8141, loss: 0.8141, grad_norm: 2.9728 2020-10-12 08:54:18,115 - mmaction - INFO - Epoch [26][700/1253] lr: 3.000e-03, eta: 11:22:34, time: 1.076, data_time: 0.003, memory: 10398, top1_acc: 0.7719, top5_acc: 0.9268, loss_cls: 0.8769, loss: 0.8769, grad_norm: 3.0589 2020-10-12 08:54:41,169 - mmaction - INFO - Epoch [26][720/1253] lr: 3.000e-03, eta: 11:22:03, time: 1.150, data_time: 0.005, memory: 10398, top1_acc: 0.7872, top5_acc: 0.9349, loss_cls: 0.8223, loss: 0.8223, grad_norm: 3.0191 2020-10-12 08:55:03,147 - mmaction - INFO - Epoch [26][740/1253] lr: 3.000e-03, eta: 11:21:32, time: 1.099, data_time: 0.008, memory: 10398, top1_acc: 0.7807, top5_acc: 0.9331, loss_cls: 0.8419, loss: 0.8419, grad_norm: 3.0779 2020-10-12 08:55:25,605 - mmaction - INFO - Epoch [26][760/1253] lr: 3.000e-03, eta: 11:21:01, time: 1.126, data_time: 0.008, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9352, loss_cls: 0.8412, loss: 0.8412, grad_norm: 3.0434 2020-10-12 08:55:47,925 - mmaction - INFO - Epoch [26][780/1253] lr: 3.000e-03, eta: 11:20:30, time: 1.115, data_time: 0.005, memory: 10398, top1_acc: 0.7680, top5_acc: 0.9240, loss_cls: 0.8816, loss: 0.8816, grad_norm: 3.1271 2020-10-12 08:56:10,439 - mmaction - INFO - Epoch [26][800/1253] lr: 3.000e-03, eta: 11:20:00, time: 1.126, data_time: 0.005, memory: 10398, top1_acc: 0.7755, top5_acc: 0.9318, loss_cls: 0.8548, loss: 0.8548, grad_norm: 3.0545 2020-10-12 08:56:32,007 - mmaction - INFO - Epoch [26][820/1253] lr: 3.000e-03, eta: 11:19:28, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.7742, top5_acc: 0.9240, loss_cls: 0.8623, loss: 0.8623, grad_norm: 3.1114 2020-10-12 08:56:53,867 - mmaction - INFO - Epoch [26][840/1253] lr: 3.000e-03, eta: 11:18:57, time: 1.093, data_time: 0.005, memory: 10398, top1_acc: 0.7773, top5_acc: 0.9333, loss_cls: 0.8498, loss: 0.8498, grad_norm: 3.0303 2020-10-12 08:57:15,652 - mmaction - INFO - Epoch [26][860/1253] lr: 3.000e-03, eta: 11:18:25, time: 1.091, data_time: 0.004, memory: 10398, top1_acc: 0.7776, top5_acc: 0.9276, loss_cls: 0.8663, loss: 0.8663, grad_norm: 3.0446 2020-10-12 08:57:37,405 - mmaction - INFO - Epoch [26][880/1253] lr: 3.000e-03, eta: 11:17:54, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.7706, top5_acc: 0.9247, loss_cls: 0.8908, loss: 0.8908, grad_norm: 3.1407 2020-10-12 08:57:59,838 - mmaction - INFO - Epoch [26][900/1253] lr: 3.000e-03, eta: 11:17:23, time: 1.121, data_time: 0.007, memory: 10398, top1_acc: 0.7711, top5_acc: 0.9307, loss_cls: 0.8631, loss: 0.8631, grad_norm: 3.1244 2020-10-12 08:58:21,785 - mmaction - INFO - Epoch [26][920/1253] lr: 3.000e-03, eta: 11:16:52, time: 1.100, data_time: 0.008, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9320, loss_cls: 0.8449, loss: 0.8449, grad_norm: 3.0524 2020-10-12 08:58:44,724 - mmaction - INFO - Epoch [26][940/1253] lr: 3.000e-03, eta: 11:16:22, time: 1.144, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9411, loss_cls: 0.8408, loss: 0.8408, grad_norm: 3.0942 2020-10-12 08:59:06,172 - mmaction - INFO - Epoch [26][960/1253] lr: 3.000e-03, eta: 11:15:50, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.7745, top5_acc: 0.9273, loss_cls: 0.8539, loss: 0.8539, grad_norm: 3.0813 2020-10-12 08:59:27,859 - mmaction - INFO - Epoch [26][980/1253] lr: 3.000e-03, eta: 11:15:18, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7797, top5_acc: 0.9341, loss_cls: 0.8482, loss: 0.8482, grad_norm: 3.0652 2020-10-12 08:59:50,638 - mmaction - INFO - Epoch [26][1000/1253] lr: 3.000e-03, eta: 11:14:48, time: 1.141, data_time: 0.005, memory: 10398, top1_acc: 0.7622, top5_acc: 0.9260, loss_cls: 0.9013, loss: 0.9013, grad_norm: 3.0987 2020-10-12 09:00:14,036 - mmaction - INFO - Epoch [26][1020/1253] lr: 3.000e-03, eta: 11:14:18, time: 1.160, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9315, loss_cls: 0.8578, loss: 0.8578, grad_norm: 3.1080 2020-10-12 09:00:36,310 - mmaction - INFO - Epoch [26][1040/1253] lr: 3.000e-03, eta: 11:13:47, time: 1.123, data_time: 0.024, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9370, loss_cls: 0.8211, loss: 0.8211, grad_norm: 3.0352 2020-10-12 09:00:58,154 - mmaction - INFO - Epoch [26][1060/1253] lr: 3.000e-03, eta: 11:13:16, time: 1.090, data_time: 0.005, memory: 10398, top1_acc: 0.7805, top5_acc: 0.9339, loss_cls: 0.8472, loss: 0.8472, grad_norm: 3.0691 2020-10-12 09:01:19,939 - mmaction - INFO - Epoch [26][1080/1253] lr: 3.000e-03, eta: 11:12:45, time: 1.091, data_time: 0.006, memory: 10398, top1_acc: 0.7799, top5_acc: 0.9326, loss_cls: 0.8499, loss: 0.8499, grad_norm: 2.9930 2020-10-12 09:01:42,827 - mmaction - INFO - Epoch [26][1100/1253] lr: 3.000e-03, eta: 11:12:15, time: 1.141, data_time: 0.005, memory: 10398, top1_acc: 0.7846, top5_acc: 0.9318, loss_cls: 0.8283, loss: 0.8283, grad_norm: 3.0638 2020-10-12 09:02:05,444 - mmaction - INFO - Epoch [26][1120/1253] lr: 3.000e-03, eta: 11:11:44, time: 1.128, data_time: 0.007, memory: 10398, top1_acc: 0.7805, top5_acc: 0.9294, loss_cls: 0.8659, loss: 0.8659, grad_norm: 3.0348 2020-10-12 09:02:27,923 - mmaction - INFO - Epoch [26][1140/1253] lr: 3.000e-03, eta: 11:11:14, time: 1.128, data_time: 0.009, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9315, loss_cls: 0.8556, loss: 0.8556, grad_norm: 3.0768 2020-10-12 09:02:49,817 - mmaction - INFO - Epoch [26][1160/1253] lr: 3.000e-03, eta: 11:10:43, time: 1.096, data_time: 0.008, memory: 10398, top1_acc: 0.7703, top5_acc: 0.9227, loss_cls: 0.9061, loss: 0.9061, grad_norm: 3.1650 2020-10-12 09:03:12,652 - mmaction - INFO - Epoch [26][1180/1253] lr: 3.000e-03, eta: 11:10:12, time: 1.142, data_time: 0.003, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9352, loss_cls: 0.8270, loss: 0.8270, grad_norm: 3.0179 2020-10-12 09:03:33,783 - mmaction - INFO - Epoch [26][1200/1253] lr: 3.000e-03, eta: 11:09:40, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.7891, top5_acc: 0.9341, loss_cls: 0.8146, loss: 0.8146, grad_norm: 3.0060 2020-10-12 09:03:56,220 - mmaction - INFO - Epoch [26][1220/1253] lr: 3.000e-03, eta: 11:09:10, time: 1.120, data_time: 0.004, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9341, loss_cls: 0.8472, loss: 0.8472, grad_norm: 3.0454 2020-10-12 09:04:19,743 - mmaction - INFO - Epoch [26][1240/1253] lr: 3.000e-03, eta: 11:08:40, time: 1.178, data_time: 0.004, memory: 10398, top1_acc: 0.7828, top5_acc: 0.9297, loss_cls: 0.8485, loss: 0.8485, grad_norm: 3.0353 2020-10-12 09:05:04,847 - mmaction - INFO - Epoch [27][20/1253] lr: 3.000e-03, eta: 11:07:45, time: 1.573, data_time: 0.633, memory: 10398, top1_acc: 0.7846, top5_acc: 0.9346, loss_cls: 0.8138, loss: 0.8138, grad_norm: 2.9626 2020-10-12 09:05:26,875 - mmaction - INFO - Epoch [27][40/1253] lr: 3.000e-03, eta: 11:07:14, time: 1.103, data_time: 0.004, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9333, loss_cls: 0.7985, loss: 0.7985, grad_norm: 2.9284 2020-10-12 09:05:48,195 - mmaction - INFO - Epoch [27][60/1253] lr: 3.000e-03, eta: 11:06:42, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9380, loss_cls: 0.7952, loss: 0.7952, grad_norm: 2.9916 2020-10-12 09:06:10,951 - mmaction - INFO - Epoch [27][80/1253] lr: 3.000e-03, eta: 11:06:12, time: 1.138, data_time: 0.003, memory: 10398, top1_acc: 0.7760, top5_acc: 0.9297, loss_cls: 0.8591, loss: 0.8591, grad_norm: 3.0660 2020-10-12 09:06:33,014 - mmaction - INFO - Epoch [27][100/1253] lr: 3.000e-03, eta: 11:05:41, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9367, loss_cls: 0.7907, loss: 0.7907, grad_norm: 2.9849 2020-10-12 09:06:54,350 - mmaction - INFO - Epoch [27][120/1253] lr: 3.000e-03, eta: 11:05:10, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9357, loss_cls: 0.8113, loss: 0.8113, grad_norm: 3.0140 2020-10-12 09:07:15,992 - mmaction - INFO - Epoch [27][140/1253] lr: 3.000e-03, eta: 11:04:38, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9385, loss_cls: 0.8195, loss: 0.8195, grad_norm: 3.0470 2020-10-12 09:07:37,829 - mmaction - INFO - Epoch [27][160/1253] lr: 3.000e-03, eta: 11:04:07, time: 1.090, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9359, loss_cls: 0.8213, loss: 0.8213, grad_norm: 3.1051 2020-10-12 09:07:59,073 - mmaction - INFO - Epoch [27][180/1253] lr: 3.000e-03, eta: 11:03:36, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9362, loss_cls: 0.8116, loss: 0.8116, grad_norm: 3.0632 2020-10-12 09:08:21,413 - mmaction - INFO - Epoch [27][200/1253] lr: 3.000e-03, eta: 11:03:05, time: 1.120, data_time: 0.008, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9440, loss_cls: 0.7657, loss: 0.7657, grad_norm: 2.9242 2020-10-12 09:08:43,274 - mmaction - INFO - Epoch [27][220/1253] lr: 3.000e-03, eta: 11:02:34, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.7794, top5_acc: 0.9346, loss_cls: 0.8187, loss: 0.8187, grad_norm: 3.1148 2020-10-12 09:09:03,554 - mmaction - INFO - Epoch [27][240/1253] lr: 3.000e-03, eta: 11:02:02, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.7810, top5_acc: 0.9354, loss_cls: 0.8357, loss: 0.8357, grad_norm: 3.0577 2020-10-12 09:09:25,515 - mmaction - INFO - Epoch [27][260/1253] lr: 3.000e-03, eta: 11:01:31, time: 1.096, data_time: 0.005, memory: 10398, top1_acc: 0.7828, top5_acc: 0.9333, loss_cls: 0.8295, loss: 0.8295, grad_norm: 3.0681 2020-10-12 09:09:47,621 - mmaction - INFO - Epoch [27][280/1253] lr: 3.000e-03, eta: 11:01:00, time: 1.107, data_time: 0.006, memory: 10398, top1_acc: 0.7779, top5_acc: 0.9320, loss_cls: 0.8495, loss: 0.8495, grad_norm: 3.1110 2020-10-12 09:10:07,893 - mmaction - INFO - Epoch [27][300/1253] lr: 3.000e-03, eta: 11:00:28, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9349, loss_cls: 0.8110, loss: 0.8110, grad_norm: 3.0291 2020-10-12 09:10:29,490 - mmaction - INFO - Epoch [27][320/1253] lr: 3.000e-03, eta: 10:59:57, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.7880, top5_acc: 0.9326, loss_cls: 0.8313, loss: 0.8313, grad_norm: 3.0711 2020-10-12 09:10:51,447 - mmaction - INFO - Epoch [27][340/1253] lr: 3.000e-03, eta: 10:59:26, time: 1.098, data_time: 0.005, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9378, loss_cls: 0.8026, loss: 0.8026, grad_norm: 2.9629 2020-10-12 09:11:14,159 - mmaction - INFO - Epoch [27][360/1253] lr: 3.000e-03, eta: 10:58:56, time: 1.136, data_time: 0.002, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9344, loss_cls: 0.8186, loss: 0.8186, grad_norm: 3.0181 2020-10-12 09:11:35,846 - mmaction - INFO - Epoch [27][380/1253] lr: 3.000e-03, eta: 10:58:25, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9326, loss_cls: 0.8363, loss: 0.8363, grad_norm: 3.0059 2020-10-12 09:11:58,722 - mmaction - INFO - Epoch [27][400/1253] lr: 3.000e-03, eta: 10:57:55, time: 1.145, data_time: 0.007, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9414, loss_cls: 0.7929, loss: 0.7929, grad_norm: 3.0246 2020-10-12 09:12:19,872 - mmaction - INFO - Epoch [27][420/1253] lr: 3.000e-03, eta: 10:57:23, time: 1.059, data_time: 0.011, memory: 10398, top1_acc: 0.7807, top5_acc: 0.9370, loss_cls: 0.8298, loss: 0.8298, grad_norm: 3.1064 2020-10-12 09:12:42,090 - mmaction - INFO - Epoch [27][440/1253] lr: 3.000e-03, eta: 10:56:53, time: 1.110, data_time: 0.007, memory: 10398, top1_acc: 0.7922, top5_acc: 0.9359, loss_cls: 0.8018, loss: 0.8018, grad_norm: 3.0118 2020-10-12 09:13:03,396 - mmaction - INFO - Epoch [27][460/1253] lr: 3.000e-03, eta: 10:56:21, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9305, loss_cls: 0.8569, loss: 0.8569, grad_norm: 3.1221 2020-10-12 09:13:25,518 - mmaction - INFO - Epoch [27][480/1253] lr: 3.000e-03, eta: 10:55:51, time: 1.108, data_time: 0.006, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9310, loss_cls: 0.8482, loss: 0.8482, grad_norm: 3.1009 2020-10-12 09:13:47,511 - mmaction - INFO - Epoch [27][500/1253] lr: 3.000e-03, eta: 10:55:20, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9292, loss_cls: 0.8444, loss: 0.8444, grad_norm: 3.0453 2020-10-12 09:14:07,347 - mmaction - INFO - Epoch [27][520/1253] lr: 3.000e-03, eta: 10:54:47, time: 0.995, data_time: 0.007, memory: 10398, top1_acc: 0.7862, top5_acc: 0.9326, loss_cls: 0.8046, loss: 0.8046, grad_norm: 3.0386 2020-10-12 09:14:29,536 - mmaction - INFO - Epoch [27][540/1253] lr: 3.000e-03, eta: 10:54:17, time: 1.108, data_time: 0.005, memory: 10398, top1_acc: 0.7674, top5_acc: 0.9349, loss_cls: 0.8564, loss: 0.8564, grad_norm: 3.0841 2020-10-12 09:14:50,366 - mmaction - INFO - Epoch [27][560/1253] lr: 3.000e-03, eta: 10:53:45, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9315, loss_cls: 0.8184, loss: 0.8184, grad_norm: 3.0325 2020-10-12 09:15:12,699 - mmaction - INFO - Epoch [27][580/1253] lr: 3.000e-03, eta: 10:53:15, time: 1.113, data_time: 0.003, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9372, loss_cls: 0.8153, loss: 0.8153, grad_norm: 3.0230 2020-10-12 09:15:33,995 - mmaction - INFO - Epoch [27][600/1253] lr: 3.000e-03, eta: 10:52:43, time: 1.068, data_time: 0.006, memory: 10398, top1_acc: 0.7766, top5_acc: 0.9315, loss_cls: 0.8382, loss: 0.8382, grad_norm: 3.0485 2020-10-12 09:15:56,102 - mmaction - INFO - Epoch [27][620/1253] lr: 3.000e-03, eta: 10:52:13, time: 1.106, data_time: 0.006, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9362, loss_cls: 0.8062, loss: 0.8062, grad_norm: 3.0944 2020-10-12 09:16:17,324 - mmaction - INFO - Epoch [27][640/1253] lr: 3.000e-03, eta: 10:51:42, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.7878, top5_acc: 0.9318, loss_cls: 0.8010, loss: 0.8010, grad_norm: 3.0187 2020-10-12 09:16:39,679 - mmaction - INFO - Epoch [27][660/1253] lr: 3.000e-03, eta: 10:51:11, time: 1.117, data_time: 0.005, memory: 10398, top1_acc: 0.7898, top5_acc: 0.9401, loss_cls: 0.7941, loss: 0.7941, grad_norm: 3.0870 2020-10-12 09:17:00,627 - mmaction - INFO - Epoch [27][680/1253] lr: 3.000e-03, eta: 10:50:40, time: 1.048, data_time: 0.003, memory: 10398, top1_acc: 0.7839, top5_acc: 0.9349, loss_cls: 0.8183, loss: 0.8183, grad_norm: 3.1179 2020-10-12 09:17:22,180 - mmaction - INFO - Epoch [27][700/1253] lr: 3.000e-03, eta: 10:50:09, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7797, top5_acc: 0.9305, loss_cls: 0.8449, loss: 0.8449, grad_norm: 3.0995 2020-10-12 09:17:43,071 - mmaction - INFO - Epoch [27][720/1253] lr: 3.000e-03, eta: 10:49:37, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7784, top5_acc: 0.9302, loss_cls: 0.8212, loss: 0.8212, grad_norm: 3.0593 2020-10-12 09:18:05,071 - mmaction - INFO - Epoch [27][740/1253] lr: 3.000e-03, eta: 10:49:07, time: 1.102, data_time: 0.007, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9359, loss_cls: 0.7949, loss: 0.7949, grad_norm: 3.0754 2020-10-12 09:18:26,386 - mmaction - INFO - Epoch [27][760/1253] lr: 3.000e-03, eta: 10:48:35, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.7667, top5_acc: 0.9266, loss_cls: 0.8631, loss: 0.8631, grad_norm: 3.1285 2020-10-12 09:18:48,272 - mmaction - INFO - Epoch [27][780/1253] lr: 3.000e-03, eta: 10:48:05, time: 1.096, data_time: 0.007, memory: 10398, top1_acc: 0.7820, top5_acc: 0.9333, loss_cls: 0.8211, loss: 0.8211, grad_norm: 3.1154 2020-10-12 09:19:09,850 - mmaction - INFO - Epoch [27][800/1253] lr: 3.000e-03, eta: 10:47:34, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.7750, top5_acc: 0.9359, loss_cls: 0.8462, loss: 0.8462, grad_norm: 3.1294 2020-10-12 09:19:31,575 - mmaction - INFO - Epoch [27][820/1253] lr: 3.000e-03, eta: 10:47:03, time: 1.084, data_time: 0.004, memory: 10398, top1_acc: 0.7836, top5_acc: 0.9242, loss_cls: 0.8456, loss: 0.8456, grad_norm: 3.0922 2020-10-12 09:19:52,834 - mmaction - INFO - Epoch [27][840/1253] lr: 3.000e-03, eta: 10:46:32, time: 1.063, data_time: 0.007, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9320, loss_cls: 0.8449, loss: 0.8449, grad_norm: 3.1440 2020-10-12 09:20:15,515 - mmaction - INFO - Epoch [27][860/1253] lr: 3.000e-03, eta: 10:46:02, time: 1.137, data_time: 0.005, memory: 10398, top1_acc: 0.7802, top5_acc: 0.9320, loss_cls: 0.8375, loss: 0.8375, grad_norm: 3.1133 2020-10-12 09:20:37,124 - mmaction - INFO - Epoch [27][880/1253] lr: 3.000e-03, eta: 10:45:31, time: 1.079, data_time: 0.004, memory: 10398, top1_acc: 0.7891, top5_acc: 0.9305, loss_cls: 0.8318, loss: 0.8318, grad_norm: 3.1421 2020-10-12 09:20:57,546 - mmaction - INFO - Epoch [27][900/1253] lr: 3.000e-03, eta: 10:44:59, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9310, loss_cls: 0.8148, loss: 0.8148, grad_norm: 3.1165 2020-10-12 09:21:18,366 - mmaction - INFO - Epoch [27][920/1253] lr: 3.000e-03, eta: 10:44:28, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.7846, top5_acc: 0.9305, loss_cls: 0.8459, loss: 0.8459, grad_norm: 3.1347 2020-10-12 09:21:39,548 - mmaction - INFO - Epoch [27][940/1253] lr: 3.000e-03, eta: 10:43:57, time: 1.059, data_time: 0.004, memory: 10398, top1_acc: 0.7773, top5_acc: 0.9349, loss_cls: 0.8495, loss: 0.8495, grad_norm: 3.1784 2020-10-12 09:22:01,089 - mmaction - INFO - Epoch [27][960/1253] lr: 3.000e-03, eta: 10:43:26, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7768, top5_acc: 0.9362, loss_cls: 0.8613, loss: 0.8613, grad_norm: 3.1673 2020-10-12 09:22:23,326 - mmaction - INFO - Epoch [27][980/1253] lr: 3.000e-03, eta: 10:42:56, time: 1.112, data_time: 0.002, memory: 10398, top1_acc: 0.7867, top5_acc: 0.9331, loss_cls: 0.8254, loss: 0.8254, grad_norm: 3.0345 2020-10-12 09:22:44,255 - mmaction - INFO - Epoch [27][1000/1253] lr: 3.000e-03, eta: 10:42:24, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9313, loss_cls: 0.8531, loss: 0.8531, grad_norm: 3.1266 2020-10-12 09:23:04,970 - mmaction - INFO - Epoch [27][1020/1253] lr: 3.000e-03, eta: 10:41:53, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7831, top5_acc: 0.9362, loss_cls: 0.8197, loss: 0.8197, grad_norm: 3.1156 2020-10-12 09:23:25,772 - mmaction - INFO - Epoch [27][1040/1253] lr: 3.000e-03, eta: 10:41:21, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.7836, top5_acc: 0.9331, loss_cls: 0.8119, loss: 0.8119, grad_norm: 3.0669 2020-10-12 09:23:46,966 - mmaction - INFO - Epoch [27][1060/1253] lr: 3.000e-03, eta: 10:40:50, time: 1.062, data_time: 0.006, memory: 10398, top1_acc: 0.7773, top5_acc: 0.9339, loss_cls: 0.8382, loss: 0.8382, grad_norm: 3.1120 2020-10-12 09:24:08,360 - mmaction - INFO - Epoch [27][1080/1253] lr: 3.000e-03, eta: 10:40:19, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9349, loss_cls: 0.8241, loss: 0.8241, grad_norm: 3.0594 2020-10-12 09:24:29,854 - mmaction - INFO - Epoch [27][1100/1253] lr: 3.000e-03, eta: 10:39:48, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9367, loss_cls: 0.8009, loss: 0.8009, grad_norm: 3.1021 2020-10-12 09:24:51,949 - mmaction - INFO - Epoch [27][1120/1253] lr: 3.000e-03, eta: 10:39:18, time: 1.103, data_time: 0.006, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9307, loss_cls: 0.8321, loss: 0.8321, grad_norm: 3.1760 2020-10-12 09:25:12,891 - mmaction - INFO - Epoch [27][1140/1253] lr: 3.000e-03, eta: 10:38:47, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.7714, top5_acc: 0.9260, loss_cls: 0.8741, loss: 0.8741, grad_norm: 3.1954 2020-10-12 09:25:33,064 - mmaction - INFO - Epoch [27][1160/1253] lr: 3.000e-03, eta: 10:38:15, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9326, loss_cls: 0.8339, loss: 0.8339, grad_norm: 3.0621 2020-10-12 09:25:55,430 - mmaction - INFO - Epoch [27][1180/1253] lr: 3.000e-03, eta: 10:37:45, time: 1.116, data_time: 0.005, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9333, loss_cls: 0.8373, loss: 0.8373, grad_norm: 3.1259 2020-10-12 09:26:15,658 - mmaction - INFO - Epoch [27][1200/1253] lr: 3.000e-03, eta: 10:37:13, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9362, loss_cls: 0.8386, loss: 0.8386, grad_norm: 3.1289 2020-10-12 09:26:36,960 - mmaction - INFO - Epoch [27][1220/1253] lr: 3.000e-03, eta: 10:36:42, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9357, loss_cls: 0.8370, loss: 0.8370, grad_norm: 3.1553 2020-10-12 09:26:57,003 - mmaction - INFO - Epoch [27][1240/1253] lr: 3.000e-03, eta: 10:36:10, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7820, top5_acc: 0.9336, loss_cls: 0.8299, loss: 0.8299, grad_norm: 3.0978 2020-10-12 09:27:38,084 - mmaction - INFO - Epoch [28][20/1253] lr: 3.000e-03, eta: 10:35:13, time: 1.375, data_time: 0.463, memory: 10398, top1_acc: 0.7828, top5_acc: 0.9349, loss_cls: 0.8311, loss: 0.8311, grad_norm: 3.1180 2020-10-12 09:27:59,320 - mmaction - INFO - Epoch [28][40/1253] lr: 3.000e-03, eta: 10:34:42, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9388, loss_cls: 0.7875, loss: 0.7875, grad_norm: 3.0673 2020-10-12 09:28:21,641 - mmaction - INFO - Epoch [28][60/1253] lr: 3.000e-03, eta: 10:34:12, time: 1.115, data_time: 0.005, memory: 10398, top1_acc: 0.7828, top5_acc: 0.9326, loss_cls: 0.8276, loss: 0.8276, grad_norm: 3.0691 2020-10-12 09:28:41,296 - mmaction - INFO - Epoch [28][80/1253] lr: 3.000e-03, eta: 10:33:40, time: 0.983, data_time: 0.007, memory: 10398, top1_acc: 0.7818, top5_acc: 0.9336, loss_cls: 0.8205, loss: 0.8205, grad_norm: 3.0842 2020-10-12 09:29:03,499 - mmaction - INFO - Epoch [28][100/1253] lr: 3.000e-03, eta: 10:33:10, time: 1.110, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9375, loss_cls: 0.7990, loss: 0.7990, grad_norm: 3.0484 2020-10-12 09:29:24,706 - mmaction - INFO - Epoch [28][120/1253] lr: 3.000e-03, eta: 10:32:39, time: 1.062, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9341, loss_cls: 0.8491, loss: 0.8491, grad_norm: 3.1234 2020-10-12 09:29:44,542 - mmaction - INFO - Epoch [28][140/1253] lr: 3.000e-03, eta: 10:32:07, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9370, loss_cls: 0.8221, loss: 0.8221, grad_norm: 3.1056 2020-10-12 09:30:05,909 - mmaction - INFO - Epoch [28][160/1253] lr: 3.000e-03, eta: 10:31:36, time: 1.070, data_time: 0.007, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9346, loss_cls: 0.8238, loss: 0.8238, grad_norm: 3.0756 2020-10-12 09:30:26,786 - mmaction - INFO - Epoch [28][180/1253] lr: 3.000e-03, eta: 10:31:05, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9367, loss_cls: 0.8185, loss: 0.8185, grad_norm: 3.0872 2020-10-12 09:30:49,368 - mmaction - INFO - Epoch [28][200/1253] lr: 3.000e-03, eta: 10:30:35, time: 1.131, data_time: 0.007, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9349, loss_cls: 0.8211, loss: 0.8211, grad_norm: 3.1173 2020-10-12 09:31:08,806 - mmaction - INFO - Epoch [28][220/1253] lr: 3.000e-03, eta: 10:30:03, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.7935, top5_acc: 0.9383, loss_cls: 0.7976, loss: 0.7976, grad_norm: 3.0789 2020-10-12 09:31:29,350 - mmaction - INFO - Epoch [28][240/1253] lr: 3.000e-03, eta: 10:29:31, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.7810, top5_acc: 0.9372, loss_cls: 0.8221, loss: 0.8221, grad_norm: 3.0945 2020-10-12 09:31:50,125 - mmaction - INFO - Epoch [28][260/1253] lr: 3.000e-03, eta: 10:29:00, time: 1.041, data_time: 0.008, memory: 10398, top1_acc: 0.7776, top5_acc: 0.9326, loss_cls: 0.8532, loss: 0.8532, grad_norm: 3.1495 2020-10-12 09:32:11,037 - mmaction - INFO - Epoch [28][280/1253] lr: 3.000e-03, eta: 10:28:29, time: 1.047, data_time: 0.003, memory: 10398, top1_acc: 0.7909, top5_acc: 0.9354, loss_cls: 0.8131, loss: 0.8131, grad_norm: 3.0218 2020-10-12 09:32:32,384 - mmaction - INFO - Epoch [28][300/1253] lr: 3.000e-03, eta: 10:27:58, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9388, loss_cls: 0.7982, loss: 0.7982, grad_norm: 3.0755 2020-10-12 09:32:53,108 - mmaction - INFO - Epoch [28][320/1253] lr: 3.000e-03, eta: 10:27:27, time: 1.037, data_time: 0.003, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9359, loss_cls: 0.8097, loss: 0.8097, grad_norm: 3.0557 2020-10-12 09:33:14,261 - mmaction - INFO - Epoch [28][340/1253] lr: 3.000e-03, eta: 10:26:56, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.7826, top5_acc: 0.9284, loss_cls: 0.8408, loss: 0.8408, grad_norm: 3.1107 2020-10-12 09:33:37,703 - mmaction - INFO - Epoch [28][360/1253] lr: 3.000e-03, eta: 10:26:28, time: 1.173, data_time: 0.007, memory: 10398, top1_acc: 0.7859, top5_acc: 0.9388, loss_cls: 0.8174, loss: 0.8174, grad_norm: 3.1225 2020-10-12 09:33:59,343 - mmaction - INFO - Epoch [28][380/1253] lr: 3.000e-03, eta: 10:25:57, time: 1.080, data_time: 0.006, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9393, loss_cls: 0.7637, loss: 0.7637, grad_norm: 2.9536 2020-10-12 09:34:20,120 - mmaction - INFO - Epoch [28][400/1253] lr: 3.000e-03, eta: 10:25:26, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9357, loss_cls: 0.7858, loss: 0.7858, grad_norm: 3.0254 2020-10-12 09:34:40,643 - mmaction - INFO - Epoch [28][420/1253] lr: 3.000e-03, eta: 10:24:55, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.7872, top5_acc: 0.9331, loss_cls: 0.8207, loss: 0.8207, grad_norm: 3.0836 2020-10-12 09:35:01,495 - mmaction - INFO - Epoch [28][440/1253] lr: 3.000e-03, eta: 10:24:24, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9385, loss_cls: 0.8000, loss: 0.8000, grad_norm: 3.1023 2020-10-12 09:35:22,511 - mmaction - INFO - Epoch [28][460/1253] lr: 3.000e-03, eta: 10:23:53, time: 1.049, data_time: 0.002, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9365, loss_cls: 0.8046, loss: 0.8046, grad_norm: 3.0723 2020-10-12 09:35:43,952 - mmaction - INFO - Epoch [28][480/1253] lr: 3.000e-03, eta: 10:23:22, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9409, loss_cls: 0.7869, loss: 0.7869, grad_norm: 3.0612 2020-10-12 09:36:05,434 - mmaction - INFO - Epoch [28][500/1253] lr: 3.000e-03, eta: 10:22:52, time: 1.073, data_time: 0.006, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9427, loss_cls: 0.7747, loss: 0.7747, grad_norm: 3.0514 2020-10-12 09:36:26,174 - mmaction - INFO - Epoch [28][520/1253] lr: 3.000e-03, eta: 10:22:21, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7820, top5_acc: 0.9313, loss_cls: 0.8278, loss: 0.8278, grad_norm: 3.1499 2020-10-12 09:36:47,604 - mmaction - INFO - Epoch [28][540/1253] lr: 3.000e-03, eta: 10:21:50, time: 1.070, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9326, loss_cls: 0.8164, loss: 0.8164, grad_norm: 3.1579 2020-10-12 09:37:09,250 - mmaction - INFO - Epoch [28][560/1253] lr: 3.000e-03, eta: 10:21:20, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9372, loss_cls: 0.7933, loss: 0.7933, grad_norm: 3.0659 2020-10-12 09:37:29,652 - mmaction - INFO - Epoch [28][580/1253] lr: 3.000e-03, eta: 10:20:49, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9354, loss_cls: 0.8076, loss: 0.8076, grad_norm: 3.0881 2020-10-12 09:37:50,425 - mmaction - INFO - Epoch [28][600/1253] lr: 3.000e-03, eta: 10:20:18, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.7701, top5_acc: 0.9302, loss_cls: 0.8546, loss: 0.8546, grad_norm: 3.1380 2020-10-12 09:38:10,912 - mmaction - INFO - Epoch [28][620/1253] lr: 3.000e-03, eta: 10:19:47, time: 1.025, data_time: 0.002, memory: 10398, top1_acc: 0.7724, top5_acc: 0.9318, loss_cls: 0.8369, loss: 0.8369, grad_norm: 3.2280 2020-10-12 09:38:31,560 - mmaction - INFO - Epoch [28][640/1253] lr: 3.000e-03, eta: 10:19:16, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9354, loss_cls: 0.7851, loss: 0.7851, grad_norm: 3.0116 2020-10-12 09:38:51,678 - mmaction - INFO - Epoch [28][660/1253] lr: 3.000e-03, eta: 10:18:44, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9331, loss_cls: 0.8146, loss: 0.8146, grad_norm: 3.1103 2020-10-12 09:39:11,884 - mmaction - INFO - Epoch [28][680/1253] lr: 3.000e-03, eta: 10:18:13, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9404, loss_cls: 0.7895, loss: 0.7895, grad_norm: 3.0656 2020-10-12 09:39:32,294 - mmaction - INFO - Epoch [28][700/1253] lr: 3.000e-03, eta: 10:17:42, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7810, top5_acc: 0.9320, loss_cls: 0.8210, loss: 0.8210, grad_norm: 3.1156 2020-10-12 09:39:52,424 - mmaction - INFO - Epoch [28][720/1253] lr: 3.000e-03, eta: 10:17:10, time: 1.004, data_time: 0.008, memory: 10398, top1_acc: 0.7740, top5_acc: 0.9232, loss_cls: 0.8603, loss: 0.8603, grad_norm: 3.2381 2020-10-12 09:40:12,985 - mmaction - INFO - Epoch [28][740/1253] lr: 3.000e-03, eta: 10:16:39, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.7789, top5_acc: 0.9336, loss_cls: 0.8403, loss: 0.8403, grad_norm: 3.1877 2020-10-12 09:40:33,354 - mmaction - INFO - Epoch [28][760/1253] lr: 3.000e-03, eta: 10:16:08, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9331, loss_cls: 0.8059, loss: 0.8059, grad_norm: 3.0908 2020-10-12 09:40:53,986 - mmaction - INFO - Epoch [28][780/1253] lr: 3.000e-03, eta: 10:15:37, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9393, loss_cls: 0.8136, loss: 0.8136, grad_norm: 3.1001 2020-10-12 09:41:14,896 - mmaction - INFO - Epoch [28][800/1253] lr: 3.000e-03, eta: 10:15:06, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.7862, top5_acc: 0.9315, loss_cls: 0.8346, loss: 0.8346, grad_norm: 3.1124 2020-10-12 09:41:36,255 - mmaction - INFO - Epoch [28][820/1253] lr: 3.000e-03, eta: 10:14:36, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9349, loss_cls: 0.8225, loss: 0.8225, grad_norm: 3.1427 2020-10-12 09:41:56,769 - mmaction - INFO - Epoch [28][840/1253] lr: 3.000e-03, eta: 10:14:05, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9315, loss_cls: 0.8288, loss: 0.8288, grad_norm: 3.1541 2020-10-12 09:42:16,646 - mmaction - INFO - Epoch [28][860/1253] lr: 3.000e-03, eta: 10:13:33, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9417, loss_cls: 0.7840, loss: 0.7840, grad_norm: 3.1021 2020-10-12 09:42:36,834 - mmaction - INFO - Epoch [28][880/1253] lr: 3.000e-03, eta: 10:13:02, time: 1.010, data_time: 0.008, memory: 10398, top1_acc: 0.7729, top5_acc: 0.9336, loss_cls: 0.8602, loss: 0.8602, grad_norm: 3.2866 2020-10-12 09:42:57,975 - mmaction - INFO - Epoch [28][900/1253] lr: 3.000e-03, eta: 10:12:31, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.7878, top5_acc: 0.9388, loss_cls: 0.8134, loss: 0.8134, grad_norm: 3.0999 2020-10-12 09:43:18,237 - mmaction - INFO - Epoch [28][920/1253] lr: 3.000e-03, eta: 10:12:00, time: 1.015, data_time: 0.005, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9362, loss_cls: 0.8322, loss: 0.8322, grad_norm: 3.1530 2020-10-12 09:43:39,942 - mmaction - INFO - Epoch [28][940/1253] lr: 3.000e-03, eta: 10:11:30, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9388, loss_cls: 0.7950, loss: 0.7950, grad_norm: 3.0683 2020-10-12 09:44:00,040 - mmaction - INFO - Epoch [28][960/1253] lr: 3.000e-03, eta: 10:10:59, time: 1.007, data_time: 0.006, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9328, loss_cls: 0.8240, loss: 0.8240, grad_norm: 3.1666 2020-10-12 09:44:20,017 - mmaction - INFO - Epoch [28][980/1253] lr: 3.000e-03, eta: 10:10:27, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9346, loss_cls: 0.8196, loss: 0.8196, grad_norm: 3.1694 2020-10-12 09:44:40,647 - mmaction - INFO - Epoch [28][1000/1253] lr: 3.000e-03, eta: 10:09:57, time: 1.034, data_time: 0.008, memory: 10398, top1_acc: 0.7831, top5_acc: 0.9372, loss_cls: 0.8347, loss: 0.8347, grad_norm: 3.1911 2020-10-12 09:45:01,452 - mmaction - INFO - Epoch [28][1020/1253] lr: 3.000e-03, eta: 10:09:26, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.7919, top5_acc: 0.9385, loss_cls: 0.7977, loss: 0.7977, grad_norm: 3.0780 2020-10-12 09:45:22,431 - mmaction - INFO - Epoch [28][1040/1253] lr: 3.000e-03, eta: 10:08:55, time: 1.050, data_time: 0.003, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9424, loss_cls: 0.7922, loss: 0.7922, grad_norm: 3.1366 2020-10-12 09:45:42,529 - mmaction - INFO - Epoch [28][1060/1253] lr: 3.000e-03, eta: 10:08:24, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9352, loss_cls: 0.8179, loss: 0.8179, grad_norm: 3.1586 2020-10-12 09:46:03,417 - mmaction - INFO - Epoch [28][1080/1253] lr: 3.000e-03, eta: 10:07:53, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7781, top5_acc: 0.9258, loss_cls: 0.8536, loss: 0.8536, grad_norm: 3.1954 2020-10-12 09:46:23,933 - mmaction - INFO - Epoch [28][1100/1253] lr: 3.000e-03, eta: 10:07:23, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.7831, top5_acc: 0.9346, loss_cls: 0.8304, loss: 0.8304, grad_norm: 3.1465 2020-10-12 09:46:44,206 - mmaction - INFO - Epoch [28][1120/1253] lr: 3.000e-03, eta: 10:06:52, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9359, loss_cls: 0.8096, loss: 0.8096, grad_norm: 3.0910 2020-10-12 09:47:05,967 - mmaction - INFO - Epoch [28][1140/1253] lr: 3.000e-03, eta: 10:06:22, time: 1.092, data_time: 0.008, memory: 10398, top1_acc: 0.7872, top5_acc: 0.9385, loss_cls: 0.8349, loss: 0.8349, grad_norm: 3.2121 2020-10-12 09:47:27,243 - mmaction - INFO - Epoch [28][1160/1253] lr: 3.000e-03, eta: 10:05:51, time: 1.060, data_time: 0.004, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9318, loss_cls: 0.8193, loss: 0.8193, grad_norm: 3.1711 2020-10-12 09:47:48,546 - mmaction - INFO - Epoch [28][1180/1253] lr: 3.000e-03, eta: 10:05:21, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.7880, top5_acc: 0.9393, loss_cls: 0.8145, loss: 0.8145, grad_norm: 3.1007 2020-10-12 09:48:07,873 - mmaction - INFO - Epoch [28][1200/1253] lr: 3.000e-03, eta: 10:04:49, time: 0.966, data_time: 0.002, memory: 10398, top1_acc: 0.7779, top5_acc: 0.9375, loss_cls: 0.8210, loss: 0.8210, grad_norm: 3.1632 2020-10-12 09:48:29,103 - mmaction - INFO - Epoch [28][1220/1253] lr: 3.000e-03, eta: 10:04:19, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9367, loss_cls: 0.7912, loss: 0.7912, grad_norm: 3.0769 2020-10-12 09:48:48,893 - mmaction - INFO - Epoch [28][1240/1253] lr: 3.000e-03, eta: 10:03:48, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9352, loss_cls: 0.8016, loss: 0.8016, grad_norm: 3.0689 2020-10-12 09:49:29,369 - mmaction - INFO - Epoch [29][20/1253] lr: 3.000e-03, eta: 10:02:52, time: 1.377, data_time: 0.431, memory: 10398, top1_acc: 0.7898, top5_acc: 0.9396, loss_cls: 0.7920, loss: 0.7920, grad_norm: 3.0797 2020-10-12 09:49:49,501 - mmaction - INFO - Epoch [29][40/1253] lr: 3.000e-03, eta: 10:02:21, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9406, loss_cls: 0.7756, loss: 0.7756, grad_norm: 3.0646 2020-10-12 09:50:09,775 - mmaction - INFO - Epoch [29][60/1253] lr: 3.000e-03, eta: 10:01:50, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.7872, top5_acc: 0.9406, loss_cls: 0.8000, loss: 0.8000, grad_norm: 3.1215 2020-10-12 09:50:29,451 - mmaction - INFO - Epoch [29][80/1253] lr: 3.000e-03, eta: 10:01:19, time: 0.983, data_time: 0.003, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9409, loss_cls: 0.7778, loss: 0.7778, grad_norm: 3.0743 2020-10-12 09:50:50,409 - mmaction - INFO - Epoch [29][100/1253] lr: 3.000e-03, eta: 10:00:48, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9378, loss_cls: 0.8297, loss: 0.8297, grad_norm: 3.1917 2020-10-12 09:51:10,620 - mmaction - INFO - Epoch [29][120/1253] lr: 3.000e-03, eta: 10:00:17, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9328, loss_cls: 0.8241, loss: 0.8241, grad_norm: 3.1876 2020-10-12 09:51:30,499 - mmaction - INFO - Epoch [29][140/1253] lr: 3.000e-03, eta: 9:59:46, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.7885, top5_acc: 0.9352, loss_cls: 0.8192, loss: 0.8192, grad_norm: 3.1526 2020-10-12 09:51:51,208 - mmaction - INFO - Epoch [29][160/1253] lr: 3.000e-03, eta: 9:59:16, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9391, loss_cls: 0.7759, loss: 0.7759, grad_norm: 3.0614 2020-10-12 09:52:11,785 - mmaction - INFO - Epoch [29][180/1253] lr: 3.000e-03, eta: 9:58:45, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9349, loss_cls: 0.8221, loss: 0.8221, grad_norm: 3.1803 2020-10-12 09:52:31,977 - mmaction - INFO - Epoch [29][200/1253] lr: 3.000e-03, eta: 9:58:14, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.7883, top5_acc: 0.9367, loss_cls: 0.8018, loss: 0.8018, grad_norm: 3.1534 2020-10-12 09:52:52,826 - mmaction - INFO - Epoch [29][220/1253] lr: 3.000e-03, eta: 9:57:44, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9349, loss_cls: 0.8023, loss: 0.8023, grad_norm: 3.1670 2020-10-12 09:53:13,908 - mmaction - INFO - Epoch [29][240/1253] lr: 3.000e-03, eta: 9:57:13, time: 1.054, data_time: 0.003, memory: 10398, top1_acc: 0.7951, top5_acc: 0.9422, loss_cls: 0.7828, loss: 0.7828, grad_norm: 3.0823 2020-10-12 09:53:34,241 - mmaction - INFO - Epoch [29][260/1253] lr: 3.000e-03, eta: 9:56:43, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.7742, top5_acc: 0.9276, loss_cls: 0.8692, loss: 0.8692, grad_norm: 3.2667 2020-10-12 09:53:56,091 - mmaction - INFO - Epoch [29][280/1253] lr: 3.000e-03, eta: 9:56:13, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9367, loss_cls: 0.7762, loss: 0.7762, grad_norm: 3.0972 2020-10-12 09:54:16,890 - mmaction - INFO - Epoch [29][300/1253] lr: 3.000e-03, eta: 9:55:43, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9393, loss_cls: 0.8111, loss: 0.8111, grad_norm: 3.1965 2020-10-12 09:54:38,718 - mmaction - INFO - Epoch [29][320/1253] lr: 3.000e-03, eta: 9:55:13, time: 1.090, data_time: 0.005, memory: 10398, top1_acc: 0.7919, top5_acc: 0.9388, loss_cls: 0.7908, loss: 0.7908, grad_norm: 3.1050 2020-10-12 09:54:59,652 - mmaction - INFO - Epoch [29][340/1253] lr: 3.000e-03, eta: 9:54:43, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9359, loss_cls: 0.8008, loss: 0.8008, grad_norm: 3.1601 2020-10-12 09:55:21,091 - mmaction - INFO - Epoch [29][360/1253] lr: 3.000e-03, eta: 9:54:13, time: 1.073, data_time: 0.003, memory: 10398, top1_acc: 0.7891, top5_acc: 0.9367, loss_cls: 0.8037, loss: 0.8037, grad_norm: 3.1187 2020-10-12 09:55:41,420 - mmaction - INFO - Epoch [29][380/1253] lr: 3.000e-03, eta: 9:53:42, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9375, loss_cls: 0.7964, loss: 0.7964, grad_norm: 3.1507 2020-10-12 09:56:03,125 - mmaction - INFO - Epoch [29][400/1253] lr: 3.000e-03, eta: 9:53:12, time: 1.087, data_time: 0.007, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9333, loss_cls: 0.8473, loss: 0.8473, grad_norm: 3.2501 2020-10-12 09:56:24,682 - mmaction - INFO - Epoch [29][420/1253] lr: 3.000e-03, eta: 9:52:43, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9417, loss_cls: 0.7508, loss: 0.7508, grad_norm: 3.0254 2020-10-12 09:56:45,456 - mmaction - INFO - Epoch [29][440/1253] lr: 3.000e-03, eta: 9:52:12, time: 1.043, data_time: 0.011, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9370, loss_cls: 0.8165, loss: 0.8165, grad_norm: 3.1353 2020-10-12 09:57:06,962 - mmaction - INFO - Epoch [29][460/1253] lr: 3.000e-03, eta: 9:51:43, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9401, loss_cls: 0.7809, loss: 0.7809, grad_norm: 3.0797 2020-10-12 09:57:27,953 - mmaction - INFO - Epoch [29][480/1253] lr: 3.000e-03, eta: 9:51:12, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9260, loss_cls: 0.8443, loss: 0.8443, grad_norm: 3.1746 2020-10-12 09:57:48,496 - mmaction - INFO - Epoch [29][500/1253] lr: 3.000e-03, eta: 9:50:42, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9453, loss_cls: 0.7544, loss: 0.7544, grad_norm: 3.0041 2020-10-12 09:58:09,340 - mmaction - INFO - Epoch [29][520/1253] lr: 3.000e-03, eta: 9:50:12, time: 1.041, data_time: 0.003, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9331, loss_cls: 0.8200, loss: 0.8200, grad_norm: 3.1969 2020-10-12 09:58:30,064 - mmaction - INFO - Epoch [29][540/1253] lr: 3.000e-03, eta: 9:49:41, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.7854, top5_acc: 0.9359, loss_cls: 0.8127, loss: 0.8127, grad_norm: 3.1492 2020-10-12 09:58:50,784 - mmaction - INFO - Epoch [29][560/1253] lr: 3.000e-03, eta: 9:49:11, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9365, loss_cls: 0.8189, loss: 0.8189, grad_norm: 3.1816 2020-10-12 09:59:11,412 - mmaction - INFO - Epoch [29][580/1253] lr: 3.000e-03, eta: 9:48:41, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9292, loss_cls: 0.8349, loss: 0.8349, grad_norm: 3.1296 2020-10-12 09:59:33,299 - mmaction - INFO - Epoch [29][600/1253] lr: 3.000e-03, eta: 9:48:11, time: 1.095, data_time: 0.004, memory: 10398, top1_acc: 0.7891, top5_acc: 0.9331, loss_cls: 0.8175, loss: 0.8175, grad_norm: 3.1298 2020-10-12 09:59:54,038 - mmaction - INFO - Epoch [29][620/1253] lr: 3.000e-03, eta: 9:47:41, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9401, loss_cls: 0.7758, loss: 0.7758, grad_norm: 3.1195 2020-10-12 10:00:18,406 - mmaction - INFO - Epoch [29][640/1253] lr: 3.000e-03, eta: 9:47:13, time: 1.211, data_time: 0.005, memory: 10398, top1_acc: 0.7799, top5_acc: 0.9362, loss_cls: 0.8309, loss: 0.8309, grad_norm: 3.3023 2020-10-12 10:00:39,650 - mmaction - INFO - Epoch [29][660/1253] lr: 3.000e-03, eta: 9:46:44, time: 1.072, data_time: 0.023, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9417, loss_cls: 0.7763, loss: 0.7763, grad_norm: 3.1192 2020-10-12 10:01:01,971 - mmaction - INFO - Epoch [29][680/1253] lr: 3.000e-03, eta: 9:46:14, time: 1.115, data_time: 0.006, memory: 10398, top1_acc: 0.7844, top5_acc: 0.9372, loss_cls: 0.7992, loss: 0.7992, grad_norm: 3.1870 2020-10-12 10:01:23,046 - mmaction - INFO - Epoch [29][700/1253] lr: 3.000e-03, eta: 9:45:45, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9336, loss_cls: 0.8000, loss: 0.8000, grad_norm: 3.0801 2020-10-12 10:01:44,837 - mmaction - INFO - Epoch [29][720/1253] lr: 3.000e-03, eta: 9:45:15, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9383, loss_cls: 0.8065, loss: 0.8065, grad_norm: 3.1327 2020-10-12 10:02:06,213 - mmaction - INFO - Epoch [29][740/1253] lr: 3.000e-03, eta: 9:44:45, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9341, loss_cls: 0.8111, loss: 0.8111, grad_norm: 3.0780 2020-10-12 10:02:27,760 - mmaction - INFO - Epoch [29][760/1253] lr: 3.000e-03, eta: 9:44:16, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9346, loss_cls: 0.8151, loss: 0.8151, grad_norm: 3.1306 2020-10-12 10:02:49,613 - mmaction - INFO - Epoch [29][780/1253] lr: 3.000e-03, eta: 9:43:46, time: 1.093, data_time: 0.006, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9406, loss_cls: 0.7706, loss: 0.7706, grad_norm: 3.1606 2020-10-12 10:03:11,455 - mmaction - INFO - Epoch [29][800/1253] lr: 3.000e-03, eta: 9:43:17, time: 1.090, data_time: 0.003, memory: 10398, top1_acc: 0.7878, top5_acc: 0.9437, loss_cls: 0.8064, loss: 0.8064, grad_norm: 3.2180 2020-10-12 10:03:32,776 - mmaction - INFO - Epoch [29][820/1253] lr: 3.000e-03, eta: 9:42:47, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9417, loss_cls: 0.7791, loss: 0.7791, grad_norm: 3.1511 2020-10-12 10:03:53,865 - mmaction - INFO - Epoch [29][840/1253] lr: 3.000e-03, eta: 9:42:17, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9424, loss_cls: 0.7591, loss: 0.7591, grad_norm: 3.0825 2020-10-12 10:04:16,185 - mmaction - INFO - Epoch [29][860/1253] lr: 3.000e-03, eta: 9:41:48, time: 1.120, data_time: 0.005, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9406, loss_cls: 0.8070, loss: 0.8070, grad_norm: 3.2016 2020-10-12 10:04:38,285 - mmaction - INFO - Epoch [29][880/1253] lr: 3.000e-03, eta: 9:41:19, time: 1.103, data_time: 0.005, memory: 10398, top1_acc: 0.7771, top5_acc: 0.9281, loss_cls: 0.8431, loss: 0.8431, grad_norm: 3.2532 2020-10-12 10:04:59,892 - mmaction - INFO - Epoch [29][900/1253] lr: 3.000e-03, eta: 9:40:50, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7828, top5_acc: 0.9362, loss_cls: 0.8249, loss: 0.8249, grad_norm: 3.2183 2020-10-12 10:05:20,829 - mmaction - INFO - Epoch [29][920/1253] lr: 3.000e-03, eta: 9:40:20, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.7708, top5_acc: 0.9320, loss_cls: 0.8543, loss: 0.8543, grad_norm: 3.2240 2020-10-12 10:05:42,258 - mmaction - INFO - Epoch [29][940/1253] lr: 3.000e-03, eta: 9:39:50, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9352, loss_cls: 0.8107, loss: 0.8107, grad_norm: 3.2395 2020-10-12 10:06:04,511 - mmaction - INFO - Epoch [29][960/1253] lr: 3.000e-03, eta: 9:39:21, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9359, loss_cls: 0.8002, loss: 0.8002, grad_norm: 3.1066 2020-10-12 10:06:26,173 - mmaction - INFO - Epoch [29][980/1253] lr: 3.000e-03, eta: 9:38:52, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.7872, top5_acc: 0.9318, loss_cls: 0.8238, loss: 0.8238, grad_norm: 3.1324 2020-10-12 10:06:46,889 - mmaction - INFO - Epoch [29][1000/1253] lr: 3.000e-03, eta: 9:38:22, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9315, loss_cls: 0.8332, loss: 0.8332, grad_norm: 3.1873 2020-10-12 10:07:08,429 - mmaction - INFO - Epoch [29][1020/1253] lr: 3.000e-03, eta: 9:37:52, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.7883, top5_acc: 0.9352, loss_cls: 0.8108, loss: 0.8108, grad_norm: 3.1802 2020-10-12 10:07:29,900 - mmaction - INFO - Epoch [29][1040/1253] lr: 3.000e-03, eta: 9:37:22, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7779, top5_acc: 0.9339, loss_cls: 0.8322, loss: 0.8322, grad_norm: 3.2552 2020-10-12 10:07:51,814 - mmaction - INFO - Epoch [29][1060/1253] lr: 3.000e-03, eta: 9:36:53, time: 1.099, data_time: 0.007, memory: 10398, top1_acc: 0.7812, top5_acc: 0.9328, loss_cls: 0.8281, loss: 0.8281, grad_norm: 3.1881 2020-10-12 10:08:12,660 - mmaction - INFO - Epoch [29][1080/1253] lr: 3.000e-03, eta: 9:36:23, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9365, loss_cls: 0.8104, loss: 0.8104, grad_norm: 3.1892 2020-10-12 10:08:34,192 - mmaction - INFO - Epoch [29][1100/1253] lr: 3.000e-03, eta: 9:35:54, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.7909, top5_acc: 0.9333, loss_cls: 0.8068, loss: 0.8068, grad_norm: 3.1970 2020-10-12 10:08:55,616 - mmaction - INFO - Epoch [29][1120/1253] lr: 3.000e-03, eta: 9:35:24, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.7880, top5_acc: 0.9380, loss_cls: 0.8108, loss: 0.8108, grad_norm: 3.1956 2020-10-12 10:09:16,174 - mmaction - INFO - Epoch [29][1140/1253] lr: 3.000e-03, eta: 9:34:54, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9367, loss_cls: 0.7918, loss: 0.7918, grad_norm: 3.1317 2020-10-12 10:09:37,529 - mmaction - INFO - Epoch [29][1160/1253] lr: 3.000e-03, eta: 9:34:25, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9451, loss_cls: 0.7692, loss: 0.7692, grad_norm: 3.1853 2020-10-12 10:09:57,732 - mmaction - INFO - Epoch [29][1180/1253] lr: 3.000e-03, eta: 9:33:54, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.7935, top5_acc: 0.9305, loss_cls: 0.8148, loss: 0.8148, grad_norm: 3.2096 2020-10-12 10:10:20,252 - mmaction - INFO - Epoch [29][1200/1253] lr: 3.000e-03, eta: 9:33:25, time: 1.124, data_time: 0.002, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9359, loss_cls: 0.8191, loss: 0.8191, grad_norm: 3.2128 2020-10-12 10:10:41,767 - mmaction - INFO - Epoch [29][1220/1253] lr: 3.000e-03, eta: 9:32:56, time: 1.076, data_time: 0.007, memory: 10398, top1_acc: 0.7753, top5_acc: 0.9385, loss_cls: 0.8327, loss: 0.8327, grad_norm: 3.2648 2020-10-12 10:11:02,044 - mmaction - INFO - Epoch [29][1240/1253] lr: 3.000e-03, eta: 9:32:26, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7820, top5_acc: 0.9336, loss_cls: 0.8234, loss: 0.8234, grad_norm: 3.2257 2020-10-12 10:11:46,619 - mmaction - INFO - Epoch [30][20/1253] lr: 3.000e-03, eta: 9:31:34, time: 1.515, data_time: 0.611, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9323, loss_cls: 0.8159, loss: 0.8159, grad_norm: 3.1793 2020-10-12 10:12:06,934 - mmaction - INFO - Epoch [30][40/1253] lr: 3.000e-03, eta: 9:31:03, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9383, loss_cls: 0.8015, loss: 0.8015, grad_norm: 3.2151 2020-10-12 10:12:28,352 - mmaction - INFO - Epoch [30][60/1253] lr: 3.000e-03, eta: 9:30:34, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9422, loss_cls: 0.7679, loss: 0.7679, grad_norm: 3.0845 2020-10-12 10:12:50,269 - mmaction - INFO - Epoch [30][80/1253] lr: 3.000e-03, eta: 9:30:05, time: 1.097, data_time: 0.006, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9406, loss_cls: 0.7982, loss: 0.7982, grad_norm: 3.1618 2020-10-12 10:13:12,099 - mmaction - INFO - Epoch [30][100/1253] lr: 3.000e-03, eta: 9:29:36, time: 1.090, data_time: 0.002, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9370, loss_cls: 0.7986, loss: 0.7986, grad_norm: 3.1709 2020-10-12 10:13:33,813 - mmaction - INFO - Epoch [30][120/1253] lr: 3.000e-03, eta: 9:29:06, time: 1.087, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9398, loss_cls: 0.7641, loss: 0.7641, grad_norm: 3.1042 2020-10-12 10:13:54,737 - mmaction - INFO - Epoch [30][140/1253] lr: 3.000e-03, eta: 9:28:37, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9385, loss_cls: 0.7867, loss: 0.7867, grad_norm: 3.1107 2020-10-12 10:14:15,158 - mmaction - INFO - Epoch [30][160/1253] lr: 3.000e-03, eta: 9:28:07, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9320, loss_cls: 0.8105, loss: 0.8105, grad_norm: 3.2084 2020-10-12 10:14:37,372 - mmaction - INFO - Epoch [30][180/1253] lr: 3.000e-03, eta: 9:27:38, time: 1.109, data_time: 0.006, memory: 10398, top1_acc: 0.7846, top5_acc: 0.9430, loss_cls: 0.7983, loss: 0.7983, grad_norm: 3.2238 2020-10-12 10:14:58,564 - mmaction - INFO - Epoch [30][200/1253] lr: 3.000e-03, eta: 9:27:08, time: 1.060, data_time: 0.007, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9367, loss_cls: 0.7641, loss: 0.7641, grad_norm: 3.0754 2020-10-12 10:15:20,900 - mmaction - INFO - Epoch [30][220/1253] lr: 3.000e-03, eta: 9:26:39, time: 1.116, data_time: 0.007, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9411, loss_cls: 0.7677, loss: 0.7677, grad_norm: 3.0833 2020-10-12 10:15:42,643 - mmaction - INFO - Epoch [30][240/1253] lr: 3.000e-03, eta: 9:26:10, time: 1.088, data_time: 0.007, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9372, loss_cls: 0.7972, loss: 0.7972, grad_norm: 3.1378 2020-10-12 10:16:03,830 - mmaction - INFO - Epoch [30][260/1253] lr: 3.000e-03, eta: 9:25:41, time: 1.059, data_time: 0.007, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9404, loss_cls: 0.7784, loss: 0.7784, grad_norm: 3.1280 2020-10-12 10:16:25,415 - mmaction - INFO - Epoch [30][280/1253] lr: 3.000e-03, eta: 9:25:12, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.7932, top5_acc: 0.9339, loss_cls: 0.7887, loss: 0.7887, grad_norm: 3.1209 2020-10-12 10:16:47,023 - mmaction - INFO - Epoch [30][300/1253] lr: 3.000e-03, eta: 9:24:42, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.7836, top5_acc: 0.9375, loss_cls: 0.8045, loss: 0.8045, grad_norm: 3.2411 2020-10-12 10:17:08,113 - mmaction - INFO - Epoch [30][320/1253] lr: 3.000e-03, eta: 9:24:13, time: 1.057, data_time: 0.008, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9357, loss_cls: 0.8199, loss: 0.8199, grad_norm: 3.2608 2020-10-12 10:17:29,663 - mmaction - INFO - Epoch [30][340/1253] lr: 3.000e-03, eta: 9:23:43, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9354, loss_cls: 0.7804, loss: 0.7804, grad_norm: 3.1502 2020-10-12 10:17:51,440 - mmaction - INFO - Epoch [30][360/1253] lr: 3.000e-03, eta: 9:23:14, time: 1.091, data_time: 0.008, memory: 10398, top1_acc: 0.7943, top5_acc: 0.9372, loss_cls: 0.7838, loss: 0.7838, grad_norm: 3.1540 2020-10-12 10:18:13,069 - mmaction - INFO - Epoch [30][380/1253] lr: 3.000e-03, eta: 9:22:45, time: 1.081, data_time: 0.002, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9354, loss_cls: 0.7981, loss: 0.7981, grad_norm: 3.1858 2020-10-12 10:18:34,960 - mmaction - INFO - Epoch [30][400/1253] lr: 3.000e-03, eta: 9:22:16, time: 1.093, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9409, loss_cls: 0.8039, loss: 0.8039, grad_norm: 3.1685 2020-10-12 10:18:56,111 - mmaction - INFO - Epoch [30][420/1253] lr: 3.000e-03, eta: 9:21:47, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.7880, top5_acc: 0.9365, loss_cls: 0.8005, loss: 0.8005, grad_norm: 3.2670 2020-10-12 10:19:16,811 - mmaction - INFO - Epoch [30][440/1253] lr: 3.000e-03, eta: 9:21:17, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.7862, top5_acc: 0.9404, loss_cls: 0.7925, loss: 0.7925, grad_norm: 3.2088 2020-10-12 10:19:37,161 - mmaction - INFO - Epoch [30][460/1253] lr: 3.000e-03, eta: 9:20:47, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.7898, top5_acc: 0.9385, loss_cls: 0.7908, loss: 0.7908, grad_norm: 3.2491 2020-10-12 10:19:58,448 - mmaction - INFO - Epoch [30][480/1253] lr: 3.000e-03, eta: 9:20:18, time: 1.062, data_time: 0.004, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9427, loss_cls: 0.7723, loss: 0.7723, grad_norm: 3.0906 2020-10-12 10:20:19,055 - mmaction - INFO - Epoch [30][500/1253] lr: 3.000e-03, eta: 9:19:48, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9406, loss_cls: 0.7889, loss: 0.7889, grad_norm: 3.1987 2020-10-12 10:20:39,774 - mmaction - INFO - Epoch [30][520/1253] lr: 3.000e-03, eta: 9:19:18, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7992, top5_acc: 0.9380, loss_cls: 0.7806, loss: 0.7806, grad_norm: 3.1748 2020-10-12 10:21:01,692 - mmaction - INFO - Epoch [30][540/1253] lr: 3.000e-03, eta: 9:18:49, time: 1.095, data_time: 0.006, memory: 10398, top1_acc: 0.7911, top5_acc: 0.9302, loss_cls: 0.8142, loss: 0.8142, grad_norm: 3.2282 2020-10-12 10:21:22,112 - mmaction - INFO - Epoch [30][560/1253] lr: 3.000e-03, eta: 9:18:19, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7888, top5_acc: 0.9357, loss_cls: 0.7980, loss: 0.7980, grad_norm: 3.2742 2020-10-12 10:21:42,953 - mmaction - INFO - Epoch [30][580/1253] lr: 3.000e-03, eta: 9:17:50, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.8005, top5_acc: 0.9435, loss_cls: 0.7665, loss: 0.7665, grad_norm: 3.1883 2020-10-12 10:22:03,844 - mmaction - INFO - Epoch [30][600/1253] lr: 3.000e-03, eta: 9:17:20, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9448, loss_cls: 0.7340, loss: 0.7340, grad_norm: 3.1451 2020-10-12 10:22:25,777 - mmaction - INFO - Epoch [30][620/1253] lr: 3.000e-03, eta: 9:16:51, time: 1.095, data_time: 0.005, memory: 10398, top1_acc: 0.7807, top5_acc: 0.9346, loss_cls: 0.8168, loss: 0.8168, grad_norm: 3.2090 2020-10-12 10:22:49,497 - mmaction - INFO - Epoch [30][640/1253] lr: 3.000e-03, eta: 9:16:24, time: 1.187, data_time: 0.010, memory: 10398, top1_acc: 0.7878, top5_acc: 0.9352, loss_cls: 0.8222, loss: 0.8222, grad_norm: 3.2032 2020-10-12 10:23:10,739 - mmaction - INFO - Epoch [30][660/1253] lr: 3.000e-03, eta: 9:15:54, time: 1.064, data_time: 0.004, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9393, loss_cls: 0.8013, loss: 0.8013, grad_norm: 3.2290 2020-10-12 10:23:33,458 - mmaction - INFO - Epoch [30][680/1253] lr: 3.000e-03, eta: 9:15:26, time: 1.136, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9352, loss_cls: 0.7977, loss: 0.7977, grad_norm: 3.1275 2020-10-12 10:23:55,269 - mmaction - INFO - Epoch [30][700/1253] lr: 3.000e-03, eta: 9:14:57, time: 1.091, data_time: 0.004, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9419, loss_cls: 0.7771, loss: 0.7771, grad_norm: 3.1874 2020-10-12 10:24:16,542 - mmaction - INFO - Epoch [30][720/1253] lr: 3.000e-03, eta: 9:14:28, time: 1.064, data_time: 0.002, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9354, loss_cls: 0.8167, loss: 0.8167, grad_norm: 3.2592 2020-10-12 10:24:37,250 - mmaction - INFO - Epoch [30][740/1253] lr: 3.000e-03, eta: 9:13:58, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.7852, top5_acc: 0.9315, loss_cls: 0.8361, loss: 0.8361, grad_norm: 3.2939 2020-10-12 10:24:58,809 - mmaction - INFO - Epoch [30][760/1253] lr: 3.000e-03, eta: 9:13:29, time: 1.078, data_time: 0.007, memory: 10398, top1_acc: 0.7940, top5_acc: 0.9370, loss_cls: 0.7870, loss: 0.7870, grad_norm: 3.2010 2020-10-12 10:25:20,196 - mmaction - INFO - Epoch [30][780/1253] lr: 3.000e-03, eta: 9:13:00, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.7898, top5_acc: 0.9414, loss_cls: 0.7765, loss: 0.7765, grad_norm: 3.2131 2020-10-12 10:25:41,643 - mmaction - INFO - Epoch [30][800/1253] lr: 3.000e-03, eta: 9:12:31, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9367, loss_cls: 0.7705, loss: 0.7705, grad_norm: 3.1346 2020-10-12 10:26:04,472 - mmaction - INFO - Epoch [30][820/1253] lr: 3.000e-03, eta: 9:12:03, time: 1.142, data_time: 0.006, memory: 10398, top1_acc: 0.7823, top5_acc: 0.9333, loss_cls: 0.8078, loss: 0.8078, grad_norm: 3.2410 2020-10-12 10:26:26,388 - mmaction - INFO - Epoch [30][840/1253] lr: 3.000e-03, eta: 9:11:34, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9357, loss_cls: 0.7884, loss: 0.7884, grad_norm: 3.1967 2020-10-12 10:26:48,081 - mmaction - INFO - Epoch [30][860/1253] lr: 3.000e-03, eta: 9:11:05, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9380, loss_cls: 0.7909, loss: 0.7909, grad_norm: 3.1312 2020-10-12 10:27:10,010 - mmaction - INFO - Epoch [30][880/1253] lr: 3.000e-03, eta: 9:10:36, time: 1.099, data_time: 0.008, memory: 10398, top1_acc: 0.7982, top5_acc: 0.9352, loss_cls: 0.7924, loss: 0.7924, grad_norm: 3.1841 2020-10-12 10:27:32,868 - mmaction - INFO - Epoch [30][900/1253] lr: 3.000e-03, eta: 9:10:08, time: 1.140, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9378, loss_cls: 0.8007, loss: 0.8007, grad_norm: 3.2201 2020-10-12 10:27:53,895 - mmaction - INFO - Epoch [30][920/1253] lr: 3.000e-03, eta: 9:09:39, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9336, loss_cls: 0.8098, loss: 0.8098, grad_norm: 3.2348 2020-10-12 10:28:15,388 - mmaction - INFO - Epoch [30][940/1253] lr: 3.000e-03, eta: 9:09:10, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9440, loss_cls: 0.7787, loss: 0.7787, grad_norm: 3.1599 2020-10-12 10:28:37,040 - mmaction - INFO - Epoch [30][960/1253] lr: 3.000e-03, eta: 9:08:41, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.8005, top5_acc: 0.9391, loss_cls: 0.7650, loss: 0.7650, grad_norm: 3.1818 2020-10-12 10:28:59,287 - mmaction - INFO - Epoch [30][980/1253] lr: 3.000e-03, eta: 9:08:12, time: 1.110, data_time: 0.006, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9341, loss_cls: 0.8046, loss: 0.8046, grad_norm: 3.2028 2020-10-12 10:29:21,890 - mmaction - INFO - Epoch [30][1000/1253] lr: 3.000e-03, eta: 9:07:44, time: 1.133, data_time: 0.008, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9375, loss_cls: 0.7898, loss: 0.7898, grad_norm: 3.1795 2020-10-12 10:29:44,580 - mmaction - INFO - Epoch [30][1020/1253] lr: 3.000e-03, eta: 9:07:16, time: 1.133, data_time: 0.006, memory: 10398, top1_acc: 0.7862, top5_acc: 0.9359, loss_cls: 0.8086, loss: 0.8086, grad_norm: 3.2103 2020-10-12 10:30:06,250 - mmaction - INFO - Epoch [30][1040/1253] lr: 3.000e-03, eta: 9:06:47, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.7974, top5_acc: 0.9427, loss_cls: 0.7666, loss: 0.7666, grad_norm: 3.2499 2020-10-12 10:30:27,968 - mmaction - INFO - Epoch [30][1060/1253] lr: 3.000e-03, eta: 9:06:18, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9359, loss_cls: 0.7944, loss: 0.7944, grad_norm: 3.1579 2020-10-12 10:30:49,783 - mmaction - INFO - Epoch [30][1080/1253] lr: 3.000e-03, eta: 9:05:50, time: 1.091, data_time: 0.004, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9336, loss_cls: 0.8307, loss: 0.8307, grad_norm: 3.2565 2020-10-12 10:31:11,587 - mmaction - INFO - Epoch [30][1100/1253] lr: 3.000e-03, eta: 9:05:21, time: 1.090, data_time: 0.002, memory: 10398, top1_acc: 0.7841, top5_acc: 0.9331, loss_cls: 0.8360, loss: 0.8360, grad_norm: 3.3640 2020-10-12 10:31:32,888 - mmaction - INFO - Epoch [30][1120/1253] lr: 3.000e-03, eta: 9:04:52, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.7839, top5_acc: 0.9388, loss_cls: 0.8215, loss: 0.8215, grad_norm: 3.2611 2020-10-12 10:31:55,937 - mmaction - INFO - Epoch [30][1140/1253] lr: 3.000e-03, eta: 9:04:24, time: 1.153, data_time: 0.006, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9443, loss_cls: 0.7721, loss: 0.7721, grad_norm: 3.2562 2020-10-12 10:32:18,269 - mmaction - INFO - Epoch [30][1160/1253] lr: 3.000e-03, eta: 9:03:55, time: 1.115, data_time: 0.002, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9391, loss_cls: 0.7903, loss: 0.7903, grad_norm: 3.2316 2020-10-12 10:32:39,887 - mmaction - INFO - Epoch [30][1180/1253] lr: 3.000e-03, eta: 9:03:26, time: 1.079, data_time: 0.007, memory: 10398, top1_acc: 0.7805, top5_acc: 0.9294, loss_cls: 0.8428, loss: 0.8428, grad_norm: 3.3134 2020-10-12 10:33:01,905 - mmaction - INFO - Epoch [30][1200/1253] lr: 3.000e-03, eta: 9:02:58, time: 1.105, data_time: 0.007, memory: 10398, top1_acc: 0.7904, top5_acc: 0.9326, loss_cls: 0.8133, loss: 0.8133, grad_norm: 3.1778 2020-10-12 10:33:24,536 - mmaction - INFO - Epoch [30][1220/1253] lr: 3.000e-03, eta: 9:02:30, time: 1.131, data_time: 0.002, memory: 10398, top1_acc: 0.7883, top5_acc: 0.9430, loss_cls: 0.7906, loss: 0.7906, grad_norm: 3.2204 2020-10-12 10:33:46,680 - mmaction - INFO - Epoch [30][1240/1253] lr: 3.000e-03, eta: 9:02:01, time: 1.105, data_time: 0.004, memory: 10398, top1_acc: 0.7745, top5_acc: 0.9297, loss_cls: 0.8520, loss: 0.8520, grad_norm: 3.3281 2020-10-12 10:34:00,004 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-12 10:34:29,301 - mmaction - INFO - Epoch [31][20/1253] lr: 3.000e-03, eta: 9:01:09, time: 1.393, data_time: 0.390, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9383, loss_cls: 0.7862, loss: 0.7862, grad_norm: 3.2134 2020-10-12 10:34:50,281 - mmaction - INFO - Epoch [31][40/1253] lr: 3.000e-03, eta: 9:00:39, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7878, top5_acc: 0.9432, loss_cls: 0.7773, loss: 0.7773, grad_norm: 3.1796 2020-10-12 10:35:12,132 - mmaction - INFO - Epoch [31][60/1253] lr: 3.000e-03, eta: 9:00:11, time: 1.089, data_time: 0.002, memory: 10398, top1_acc: 0.7859, top5_acc: 0.9339, loss_cls: 0.8361, loss: 0.8361, grad_norm: 3.3158 2020-10-12 10:35:34,789 - mmaction - INFO - Epoch [31][80/1253] lr: 3.000e-03, eta: 8:59:43, time: 1.134, data_time: 0.007, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9367, loss_cls: 0.7917, loss: 0.7917, grad_norm: 3.2224 2020-10-12 10:35:57,321 - mmaction - INFO - Epoch [31][100/1253] lr: 3.000e-03, eta: 8:59:14, time: 1.128, data_time: 0.007, memory: 10398, top1_acc: 0.7784, top5_acc: 0.9339, loss_cls: 0.8367, loss: 0.8367, grad_norm: 3.3497 2020-10-12 10:36:19,479 - mmaction - INFO - Epoch [31][120/1253] lr: 3.000e-03, eta: 8:58:46, time: 1.108, data_time: 0.002, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9349, loss_cls: 0.7699, loss: 0.7699, grad_norm: 3.1706 2020-10-12 10:36:40,391 - mmaction - INFO - Epoch [31][140/1253] lr: 3.000e-03, eta: 8:58:17, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.7992, top5_acc: 0.9404, loss_cls: 0.7575, loss: 0.7575, grad_norm: 3.1737 2020-10-12 10:37:02,094 - mmaction - INFO - Epoch [31][160/1253] lr: 3.000e-03, eta: 8:57:48, time: 1.090, data_time: 0.007, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9393, loss_cls: 0.7715, loss: 0.7715, grad_norm: 3.1772 2020-10-12 10:37:24,428 - mmaction - INFO - Epoch [31][180/1253] lr: 3.000e-03, eta: 8:57:20, time: 1.115, data_time: 0.002, memory: 10398, top1_acc: 0.7820, top5_acc: 0.9417, loss_cls: 0.7978, loss: 0.7978, grad_norm: 3.3157 2020-10-12 10:37:46,595 - mmaction - INFO - Epoch [31][200/1253] lr: 3.000e-03, eta: 8:56:51, time: 1.108, data_time: 0.006, memory: 10398, top1_acc: 0.7867, top5_acc: 0.9419, loss_cls: 0.7823, loss: 0.7823, grad_norm: 3.2581 2020-10-12 10:38:08,534 - mmaction - INFO - Epoch [31][220/1253] lr: 3.000e-03, eta: 8:56:23, time: 1.099, data_time: 0.007, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9391, loss_cls: 0.7888, loss: 0.7888, grad_norm: 3.2501 2020-10-12 10:38:31,139 - mmaction - INFO - Epoch [31][240/1253] lr: 3.000e-03, eta: 8:55:55, time: 1.126, data_time: 0.005, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9490, loss_cls: 0.7249, loss: 0.7249, grad_norm: 3.1323 2020-10-12 10:38:53,515 - mmaction - INFO - Epoch [31][260/1253] lr: 3.000e-03, eta: 8:55:27, time: 1.121, data_time: 0.007, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9385, loss_cls: 0.7548, loss: 0.7548, grad_norm: 3.1553 2020-10-12 10:39:14,929 - mmaction - INFO - Epoch [31][280/1253] lr: 3.000e-03, eta: 8:54:58, time: 1.072, data_time: 0.004, memory: 10398, top1_acc: 0.7862, top5_acc: 0.9411, loss_cls: 0.7932, loss: 0.7932, grad_norm: 3.2154 2020-10-12 10:39:38,132 - mmaction - INFO - Epoch [31][300/1253] lr: 3.000e-03, eta: 8:54:30, time: 1.158, data_time: 0.004, memory: 10398, top1_acc: 0.7911, top5_acc: 0.9422, loss_cls: 0.7675, loss: 0.7675, grad_norm: 3.2470 2020-10-12 10:39:59,826 - mmaction - INFO - Epoch [31][320/1253] lr: 3.000e-03, eta: 8:54:01, time: 1.087, data_time: 0.007, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9451, loss_cls: 0.7739, loss: 0.7739, grad_norm: 3.1733 2020-10-12 10:40:23,084 - mmaction - INFO - Epoch [31][340/1253] lr: 3.000e-03, eta: 8:53:34, time: 1.163, data_time: 0.003, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9372, loss_cls: 0.7498, loss: 0.7498, grad_norm: 3.0944 2020-10-12 10:40:44,600 - mmaction - INFO - Epoch [31][360/1253] lr: 3.000e-03, eta: 8:53:05, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9396, loss_cls: 0.7910, loss: 0.7910, grad_norm: 3.2950 2020-10-12 10:41:06,677 - mmaction - INFO - Epoch [31][380/1253] lr: 3.000e-03, eta: 8:52:37, time: 1.106, data_time: 0.007, memory: 10398, top1_acc: 0.7909, top5_acc: 0.9320, loss_cls: 0.8008, loss: 0.8008, grad_norm: 3.2743 2020-10-12 10:41:29,182 - mmaction - INFO - Epoch [31][400/1253] lr: 3.000e-03, eta: 8:52:09, time: 1.125, data_time: 0.007, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9378, loss_cls: 0.7812, loss: 0.7812, grad_norm: 3.2475 2020-10-12 10:41:51,481 - mmaction - INFO - Epoch [31][420/1253] lr: 3.000e-03, eta: 8:51:40, time: 1.116, data_time: 0.005, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9357, loss_cls: 0.7878, loss: 0.7878, grad_norm: 3.2530 2020-10-12 10:42:14,144 - mmaction - INFO - Epoch [31][440/1253] lr: 3.000e-03, eta: 8:51:12, time: 1.130, data_time: 0.002, memory: 10398, top1_acc: 0.8102, top5_acc: 0.9484, loss_cls: 0.7165, loss: 0.7165, grad_norm: 3.0988 2020-10-12 10:42:36,346 - mmaction - INFO - Epoch [31][460/1253] lr: 3.000e-03, eta: 8:50:44, time: 1.113, data_time: 0.007, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9359, loss_cls: 0.7860, loss: 0.7860, grad_norm: 3.2276 2020-10-12 10:42:59,215 - mmaction - INFO - Epoch [31][480/1253] lr: 3.000e-03, eta: 8:50:16, time: 1.142, data_time: 0.003, memory: 10398, top1_acc: 0.7836, top5_acc: 0.9372, loss_cls: 0.7977, loss: 0.7977, grad_norm: 3.2707 2020-10-12 10:43:21,746 - mmaction - INFO - Epoch [31][500/1253] lr: 3.000e-03, eta: 8:49:48, time: 1.126, data_time: 0.007, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9424, loss_cls: 0.7585, loss: 0.7585, grad_norm: 3.2136 2020-10-12 10:43:43,919 - mmaction - INFO - Epoch [31][520/1253] lr: 3.000e-03, eta: 8:49:20, time: 1.110, data_time: 0.007, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9401, loss_cls: 0.7595, loss: 0.7595, grad_norm: 3.2519 2020-10-12 10:44:05,503 - mmaction - INFO - Epoch [31][540/1253] lr: 3.000e-03, eta: 8:48:51, time: 1.081, data_time: 0.006, memory: 10398, top1_acc: 0.7857, top5_acc: 0.9378, loss_cls: 0.8069, loss: 0.8069, grad_norm: 3.3046 2020-10-12 10:44:26,659 - mmaction - INFO - Epoch [31][560/1253] lr: 3.000e-03, eta: 8:48:22, time: 1.056, data_time: 0.004, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9393, loss_cls: 0.7769, loss: 0.7769, grad_norm: 3.2688 2020-10-12 10:44:49,186 - mmaction - INFO - Epoch [31][580/1253] lr: 3.000e-03, eta: 8:47:54, time: 1.128, data_time: 0.006, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9432, loss_cls: 0.7812, loss: 0.7812, grad_norm: 3.2266 2020-10-12 10:45:11,897 - mmaction - INFO - Epoch [31][600/1253] lr: 3.000e-03, eta: 8:47:26, time: 1.134, data_time: 0.002, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9464, loss_cls: 0.7602, loss: 0.7602, grad_norm: 3.1869 2020-10-12 10:45:34,013 - mmaction - INFO - Epoch [31][620/1253] lr: 3.000e-03, eta: 8:46:58, time: 1.107, data_time: 0.004, memory: 10398, top1_acc: 0.8003, top5_acc: 0.9419, loss_cls: 0.7719, loss: 0.7719, grad_norm: 3.2440 2020-10-12 10:45:56,148 - mmaction - INFO - Epoch [31][640/1253] lr: 3.000e-03, eta: 8:46:30, time: 1.106, data_time: 0.004, memory: 10398, top1_acc: 0.7911, top5_acc: 0.9427, loss_cls: 0.7732, loss: 0.7732, grad_norm: 3.2217 2020-10-12 10:46:18,521 - mmaction - INFO - Epoch [31][660/1253] lr: 3.000e-03, eta: 8:46:02, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9419, loss_cls: 0.7579, loss: 0.7579, grad_norm: 3.1779 2020-10-12 10:46:40,245 - mmaction - INFO - Epoch [31][680/1253] lr: 3.000e-03, eta: 8:45:33, time: 1.085, data_time: 0.006, memory: 10398, top1_acc: 0.7932, top5_acc: 0.9409, loss_cls: 0.7840, loss: 0.7840, grad_norm: 3.2230 2020-10-12 10:47:02,034 - mmaction - INFO - Epoch [31][700/1253] lr: 3.000e-03, eta: 8:45:05, time: 1.091, data_time: 0.006, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9404, loss_cls: 0.7856, loss: 0.7856, grad_norm: 3.2888 2020-10-12 10:47:24,468 - mmaction - INFO - Epoch [31][720/1253] lr: 3.000e-03, eta: 8:44:37, time: 1.120, data_time: 0.002, memory: 10398, top1_acc: 0.7951, top5_acc: 0.9385, loss_cls: 0.7695, loss: 0.7695, grad_norm: 3.1868 2020-10-12 10:47:45,986 - mmaction - INFO - Epoch [31][740/1253] lr: 3.000e-03, eta: 8:44:08, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.7951, top5_acc: 0.9414, loss_cls: 0.7709, loss: 0.7709, grad_norm: 3.2613 2020-10-12 10:48:06,894 - mmaction - INFO - Epoch [31][760/1253] lr: 3.000e-03, eta: 8:43:39, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9372, loss_cls: 0.8113, loss: 0.8113, grad_norm: 3.2613 2020-10-12 10:48:29,204 - mmaction - INFO - Epoch [31][780/1253] lr: 3.000e-03, eta: 8:43:11, time: 1.114, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9471, loss_cls: 0.7544, loss: 0.7544, grad_norm: 3.2429 2020-10-12 10:48:51,493 - mmaction - INFO - Epoch [31][800/1253] lr: 3.000e-03, eta: 8:42:43, time: 1.116, data_time: 0.006, memory: 10398, top1_acc: 0.7935, top5_acc: 0.9432, loss_cls: 0.7735, loss: 0.7735, grad_norm: 3.2807 2020-10-12 10:49:13,209 - mmaction - INFO - Epoch [31][820/1253] lr: 3.000e-03, eta: 8:42:14, time: 1.084, data_time: 0.002, memory: 10398, top1_acc: 0.7940, top5_acc: 0.9357, loss_cls: 0.7831, loss: 0.7831, grad_norm: 3.2199 2020-10-12 10:49:35,242 - mmaction - INFO - Epoch [31][840/1253] lr: 3.000e-03, eta: 8:41:46, time: 1.102, data_time: 0.007, memory: 10398, top1_acc: 0.7974, top5_acc: 0.9388, loss_cls: 0.7843, loss: 0.7843, grad_norm: 3.2526 2020-10-12 10:49:56,325 - mmaction - INFO - Epoch [31][860/1253] lr: 3.000e-03, eta: 8:41:17, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.7758, top5_acc: 0.9370, loss_cls: 0.8211, loss: 0.8211, grad_norm: 3.3573 2020-10-12 10:50:18,002 - mmaction - INFO - Epoch [31][880/1253] lr: 3.000e-03, eta: 8:40:49, time: 1.086, data_time: 0.006, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9422, loss_cls: 0.7669, loss: 0.7669, grad_norm: 3.1981 2020-10-12 10:50:39,479 - mmaction - INFO - Epoch [31][900/1253] lr: 3.000e-03, eta: 8:40:20, time: 1.073, data_time: 0.006, memory: 10398, top1_acc: 0.7867, top5_acc: 0.9401, loss_cls: 0.8072, loss: 0.8072, grad_norm: 3.2877 2020-10-12 10:51:01,077 - mmaction - INFO - Epoch [31][920/1253] lr: 3.000e-03, eta: 8:39:52, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.7813, top5_acc: 0.9380, loss_cls: 0.8015, loss: 0.8015, grad_norm: 3.3054 2020-10-12 10:51:22,906 - mmaction - INFO - Epoch [31][940/1253] lr: 3.000e-03, eta: 8:39:23, time: 1.092, data_time: 0.002, memory: 10398, top1_acc: 0.8076, top5_acc: 0.9443, loss_cls: 0.7449, loss: 0.7449, grad_norm: 3.1786 2020-10-12 10:51:44,514 - mmaction - INFO - Epoch [31][960/1253] lr: 3.000e-03, eta: 8:38:55, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9352, loss_cls: 0.7846, loss: 0.7846, grad_norm: 3.1995 2020-10-12 10:52:07,147 - mmaction - INFO - Epoch [31][980/1253] lr: 3.000e-03, eta: 8:38:27, time: 1.134, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9380, loss_cls: 0.8015, loss: 0.8015, grad_norm: 3.2775 2020-10-12 10:52:28,578 - mmaction - INFO - Epoch [31][1000/1253] lr: 3.000e-03, eta: 8:37:58, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9404, loss_cls: 0.7872, loss: 0.7872, grad_norm: 3.2334 2020-10-12 10:52:49,976 - mmaction - INFO - Epoch [31][1020/1253] lr: 3.000e-03, eta: 8:37:30, time: 1.073, data_time: 0.007, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9401, loss_cls: 0.7911, loss: 0.7911, grad_norm: 3.2704 2020-10-12 10:53:12,037 - mmaction - INFO - Epoch [31][1040/1253] lr: 3.000e-03, eta: 8:37:02, time: 1.103, data_time: 0.003, memory: 10398, top1_acc: 0.7839, top5_acc: 0.9370, loss_cls: 0.8075, loss: 0.8075, grad_norm: 3.3422 2020-10-12 10:53:33,506 - mmaction - INFO - Epoch [31][1060/1253] lr: 3.000e-03, eta: 8:36:33, time: 1.074, data_time: 0.002, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9461, loss_cls: 0.7693, loss: 0.7693, grad_norm: 3.2944 2020-10-12 10:53:56,400 - mmaction - INFO - Epoch [31][1080/1253] lr: 3.000e-03, eta: 8:36:05, time: 1.143, data_time: 0.003, memory: 10398, top1_acc: 0.7974, top5_acc: 0.9404, loss_cls: 0.7747, loss: 0.7747, grad_norm: 3.2670 2020-10-12 10:54:18,442 - mmaction - INFO - Epoch [31][1100/1253] lr: 3.000e-03, eta: 8:35:37, time: 1.104, data_time: 0.004, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9393, loss_cls: 0.8212, loss: 0.8212, grad_norm: 3.2784 2020-10-12 10:54:40,524 - mmaction - INFO - Epoch [31][1120/1253] lr: 3.000e-03, eta: 8:35:09, time: 1.102, data_time: 0.006, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9398, loss_cls: 0.7777, loss: 0.7777, grad_norm: 3.3272 2020-10-12 10:55:02,819 - mmaction - INFO - Epoch [31][1140/1253] lr: 3.000e-03, eta: 8:34:41, time: 1.116, data_time: 0.006, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9367, loss_cls: 0.8221, loss: 0.8221, grad_norm: 3.3540 2020-10-12 10:55:23,366 - mmaction - INFO - Epoch [31][1160/1253] lr: 3.000e-03, eta: 8:34:12, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9409, loss_cls: 0.7714, loss: 0.7714, grad_norm: 3.2777 2020-10-12 10:55:45,562 - mmaction - INFO - Epoch [31][1180/1253] lr: 3.000e-03, eta: 8:33:44, time: 1.107, data_time: 0.005, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9469, loss_cls: 0.7786, loss: 0.7786, grad_norm: 3.2638 2020-10-12 10:56:06,625 - mmaction - INFO - Epoch [31][1200/1253] lr: 3.000e-03, eta: 8:33:15, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9331, loss_cls: 0.8182, loss: 0.8182, grad_norm: 3.3369 2020-10-12 10:56:27,591 - mmaction - INFO - Epoch [31][1220/1253] lr: 3.000e-03, eta: 8:32:46, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9391, loss_cls: 0.7953, loss: 0.7953, grad_norm: 3.2906 2020-10-12 10:56:50,946 - mmaction - INFO - Epoch [31][1240/1253] lr: 3.000e-03, eta: 8:32:19, time: 1.171, data_time: 0.007, memory: 10398, top1_acc: 0.7792, top5_acc: 0.9375, loss_cls: 0.8045, loss: 0.8045, grad_norm: 3.3285 2020-10-12 10:57:31,639 - mmaction - INFO - Epoch [32][20/1253] lr: 3.000e-03, eta: 8:31:28, time: 1.390, data_time: 0.468, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9430, loss_cls: 0.7699, loss: 0.7699, grad_norm: 3.1974 2020-10-12 10:57:52,832 - mmaction - INFO - Epoch [32][40/1253] lr: 3.000e-03, eta: 8:30:59, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9393, loss_cls: 0.7835, loss: 0.7835, grad_norm: 3.2411 2020-10-12 10:58:14,987 - mmaction - INFO - Epoch [32][60/1253] lr: 3.000e-03, eta: 8:30:31, time: 1.110, data_time: 0.004, memory: 10398, top1_acc: 0.8005, top5_acc: 0.9445, loss_cls: 0.7606, loss: 0.7606, grad_norm: 3.2081 2020-10-12 10:58:37,077 - mmaction - INFO - Epoch [32][80/1253] lr: 3.000e-03, eta: 8:30:03, time: 1.103, data_time: 0.006, memory: 10398, top1_acc: 0.7935, top5_acc: 0.9383, loss_cls: 0.7994, loss: 0.7994, grad_norm: 3.2824 2020-10-12 10:58:58,456 - mmaction - INFO - Epoch [32][100/1253] lr: 3.000e-03, eta: 8:29:34, time: 1.069, data_time: 0.006, memory: 10398, top1_acc: 0.8034, top5_acc: 0.9456, loss_cls: 0.7297, loss: 0.7297, grad_norm: 3.1992 2020-10-12 10:59:19,966 - mmaction - INFO - Epoch [32][120/1253] lr: 3.000e-03, eta: 8:29:06, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7932, top5_acc: 0.9359, loss_cls: 0.7889, loss: 0.7889, grad_norm: 3.2879 2020-10-12 10:59:40,994 - mmaction - INFO - Epoch [32][140/1253] lr: 3.000e-03, eta: 8:28:37, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9427, loss_cls: 0.7404, loss: 0.7404, grad_norm: 3.1380 2020-10-12 11:00:03,669 - mmaction - INFO - Epoch [32][160/1253] lr: 3.000e-03, eta: 8:28:10, time: 1.129, data_time: 0.007, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9440, loss_cls: 0.7571, loss: 0.7571, grad_norm: 3.2666 2020-10-12 11:00:25,390 - mmaction - INFO - Epoch [32][180/1253] lr: 3.000e-03, eta: 8:27:41, time: 1.082, data_time: 0.011, memory: 10398, top1_acc: 0.7951, top5_acc: 0.9427, loss_cls: 0.7725, loss: 0.7725, grad_norm: 3.3157 2020-10-12 11:00:45,900 - mmaction - INFO - Epoch [32][200/1253] lr: 3.000e-03, eta: 8:27:12, time: 1.035, data_time: 0.026, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9406, loss_cls: 0.7777, loss: 0.7777, grad_norm: 3.3029 2020-10-12 11:01:06,812 - mmaction - INFO - Epoch [32][220/1253] lr: 3.000e-03, eta: 8:26:44, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9378, loss_cls: 0.7827, loss: 0.7827, grad_norm: 3.3337 2020-10-12 11:01:27,956 - mmaction - INFO - Epoch [32][240/1253] lr: 3.000e-03, eta: 8:26:15, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.7943, top5_acc: 0.9393, loss_cls: 0.7933, loss: 0.7933, grad_norm: 3.3208 2020-10-12 11:01:49,002 - mmaction - INFO - Epoch [32][260/1253] lr: 3.000e-03, eta: 8:25:46, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9445, loss_cls: 0.7704, loss: 0.7704, grad_norm: 3.3183 2020-10-12 11:02:09,138 - mmaction - INFO - Epoch [32][280/1253] lr: 3.000e-03, eta: 8:25:17, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.7880, top5_acc: 0.9339, loss_cls: 0.8048, loss: 0.8048, grad_norm: 3.3016 2020-10-12 11:02:29,815 - mmaction - INFO - Epoch [32][300/1253] lr: 3.000e-03, eta: 8:24:48, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9411, loss_cls: 0.7528, loss: 0.7528, grad_norm: 3.1778 2020-10-12 11:02:50,820 - mmaction - INFO - Epoch [32][320/1253] lr: 3.000e-03, eta: 8:24:20, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.7935, top5_acc: 0.9419, loss_cls: 0.7583, loss: 0.7583, grad_norm: 3.2445 2020-10-12 11:03:11,150 - mmaction - INFO - Epoch [32][340/1253] lr: 3.000e-03, eta: 8:23:51, time: 1.018, data_time: 0.004, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9357, loss_cls: 0.7917, loss: 0.7917, grad_norm: 3.3502 2020-10-12 11:03:31,346 - mmaction - INFO - Epoch [32][360/1253] lr: 3.000e-03, eta: 8:23:22, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.8089, top5_acc: 0.9417, loss_cls: 0.7623, loss: 0.7623, grad_norm: 3.1628 2020-10-12 11:03:53,526 - mmaction - INFO - Epoch [32][380/1253] lr: 3.000e-03, eta: 8:22:54, time: 1.112, data_time: 0.008, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9346, loss_cls: 0.8051, loss: 0.8051, grad_norm: 3.3334 2020-10-12 11:04:13,818 - mmaction - INFO - Epoch [32][400/1253] lr: 3.000e-03, eta: 8:22:25, time: 1.015, data_time: 0.003, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9484, loss_cls: 0.7365, loss: 0.7365, grad_norm: 3.2849 2020-10-12 11:04:33,958 - mmaction - INFO - Epoch [32][420/1253] lr: 3.000e-03, eta: 8:21:56, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9424, loss_cls: 0.7670, loss: 0.7670, grad_norm: 3.2734 2020-10-12 11:04:54,837 - mmaction - INFO - Epoch [32][440/1253] lr: 3.000e-03, eta: 8:21:27, time: 1.045, data_time: 0.008, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9435, loss_cls: 0.7584, loss: 0.7584, grad_norm: 3.2671 2020-10-12 11:05:14,299 - mmaction - INFO - Epoch [32][460/1253] lr: 3.000e-03, eta: 8:20:58, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9422, loss_cls: 0.7753, loss: 0.7753, grad_norm: 3.2912 2020-10-12 11:05:34,978 - mmaction - INFO - Epoch [32][480/1253] lr: 3.000e-03, eta: 8:20:29, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.7937, top5_acc: 0.9383, loss_cls: 0.7841, loss: 0.7841, grad_norm: 3.3102 2020-10-12 11:05:56,191 - mmaction - INFO - Epoch [32][500/1253] lr: 3.000e-03, eta: 8:20:00, time: 1.064, data_time: 0.007, memory: 10398, top1_acc: 0.8076, top5_acc: 0.9451, loss_cls: 0.7393, loss: 0.7393, grad_norm: 3.2491 2020-10-12 11:06:17,500 - mmaction - INFO - Epoch [32][520/1253] lr: 3.000e-03, eta: 8:19:32, time: 1.066, data_time: 0.002, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9391, loss_cls: 0.7906, loss: 0.7906, grad_norm: 3.3392 2020-10-12 11:06:37,811 - mmaction - INFO - Epoch [32][540/1253] lr: 3.000e-03, eta: 8:19:03, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9396, loss_cls: 0.7519, loss: 0.7519, grad_norm: 3.2312 2020-10-12 11:06:58,267 - mmaction - INFO - Epoch [32][560/1253] lr: 3.000e-03, eta: 8:18:34, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9346, loss_cls: 0.7653, loss: 0.7653, grad_norm: 3.2472 2020-10-12 11:07:19,241 - mmaction - INFO - Epoch [32][580/1253] lr: 3.000e-03, eta: 8:18:06, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.7846, top5_acc: 0.9326, loss_cls: 0.8164, loss: 0.8164, grad_norm: 3.3146 2020-10-12 11:07:39,850 - mmaction - INFO - Epoch [32][600/1253] lr: 3.000e-03, eta: 8:17:37, time: 1.031, data_time: 0.007, memory: 10398, top1_acc: 0.7883, top5_acc: 0.9378, loss_cls: 0.7964, loss: 0.7964, grad_norm: 3.3371 2020-10-12 11:08:00,589 - mmaction - INFO - Epoch [32][620/1253] lr: 3.000e-03, eta: 8:17:08, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9380, loss_cls: 0.7879, loss: 0.7879, grad_norm: 3.3097 2020-10-12 11:08:22,152 - mmaction - INFO - Epoch [32][640/1253] lr: 3.000e-03, eta: 8:16:40, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9456, loss_cls: 0.7538, loss: 0.7538, grad_norm: 3.2781 2020-10-12 11:08:42,716 - mmaction - INFO - Epoch [32][660/1253] lr: 3.000e-03, eta: 8:16:11, time: 1.029, data_time: 0.005, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9424, loss_cls: 0.7652, loss: 0.7652, grad_norm: 3.2326 2020-10-12 11:09:03,024 - mmaction - INFO - Epoch [32][680/1253] lr: 3.000e-03, eta: 8:15:42, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9406, loss_cls: 0.7773, loss: 0.7773, grad_norm: 3.2628 2020-10-12 11:09:23,149 - mmaction - INFO - Epoch [32][700/1253] lr: 3.000e-03, eta: 8:15:13, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9375, loss_cls: 0.8025, loss: 0.8025, grad_norm: 3.2833 2020-10-12 11:09:44,567 - mmaction - INFO - Epoch [32][720/1253] lr: 3.000e-03, eta: 8:14:45, time: 1.068, data_time: 0.004, memory: 10398, top1_acc: 0.7904, top5_acc: 0.9339, loss_cls: 0.8091, loss: 0.8091, grad_norm: 3.3304 2020-10-12 11:10:03,997 - mmaction - INFO - Epoch [32][740/1253] lr: 3.000e-03, eta: 8:14:16, time: 0.973, data_time: 0.006, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9453, loss_cls: 0.7647, loss: 0.7647, grad_norm: 3.2419 2020-10-12 11:10:24,906 - mmaction - INFO - Epoch [32][760/1253] lr: 3.000e-03, eta: 8:13:47, time: 1.046, data_time: 0.003, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9380, loss_cls: 0.7615, loss: 0.7615, grad_norm: 3.2399 2020-10-12 11:10:45,691 - mmaction - INFO - Epoch [32][780/1253] lr: 3.000e-03, eta: 8:13:19, time: 1.040, data_time: 0.005, memory: 10398, top1_acc: 0.7940, top5_acc: 0.9396, loss_cls: 0.7877, loss: 0.7877, grad_norm: 3.3333 2020-10-12 11:11:06,666 - mmaction - INFO - Epoch [32][800/1253] lr: 3.000e-03, eta: 8:12:50, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9365, loss_cls: 0.7820, loss: 0.7820, grad_norm: 3.2363 2020-10-12 11:11:27,578 - mmaction - INFO - Epoch [32][820/1253] lr: 3.000e-03, eta: 8:12:22, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9427, loss_cls: 0.7639, loss: 0.7639, grad_norm: 3.2580 2020-10-12 11:11:48,343 - mmaction - INFO - Epoch [32][840/1253] lr: 3.000e-03, eta: 8:11:53, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.7922, top5_acc: 0.9424, loss_cls: 0.7702, loss: 0.7702, grad_norm: 3.3334 2020-10-12 11:12:09,413 - mmaction - INFO - Epoch [32][860/1253] lr: 3.000e-03, eta: 8:11:25, time: 1.053, data_time: 0.003, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9435, loss_cls: 0.7819, loss: 0.7819, grad_norm: 3.3101 2020-10-12 11:12:32,826 - mmaction - INFO - Epoch [32][880/1253] lr: 3.000e-03, eta: 8:10:58, time: 1.172, data_time: 0.006, memory: 10398, top1_acc: 0.7966, top5_acc: 0.9461, loss_cls: 0.7524, loss: 0.7524, grad_norm: 3.3131 2020-10-12 11:12:52,855 - mmaction - INFO - Epoch [32][900/1253] lr: 3.000e-03, eta: 8:10:29, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9440, loss_cls: 0.7536, loss: 0.7536, grad_norm: 3.2154 2020-10-12 11:13:13,791 - mmaction - INFO - Epoch [32][920/1253] lr: 3.000e-03, eta: 8:10:00, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7909, top5_acc: 0.9385, loss_cls: 0.8000, loss: 0.8000, grad_norm: 3.3347 2020-10-12 11:13:36,237 - mmaction - INFO - Epoch [32][940/1253] lr: 3.000e-03, eta: 8:09:33, time: 1.121, data_time: 0.002, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9445, loss_cls: 0.7572, loss: 0.7572, grad_norm: 3.3196 2020-10-12 11:13:56,824 - mmaction - INFO - Epoch [32][960/1253] lr: 3.000e-03, eta: 8:09:04, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.7833, top5_acc: 0.9372, loss_cls: 0.8351, loss: 0.8351, grad_norm: 3.3540 2020-10-12 11:14:17,739 - mmaction - INFO - Epoch [32][980/1253] lr: 3.000e-03, eta: 8:08:36, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.7878, top5_acc: 0.9352, loss_cls: 0.7867, loss: 0.7867, grad_norm: 3.2473 2020-10-12 11:14:37,958 - mmaction - INFO - Epoch [32][1000/1253] lr: 3.000e-03, eta: 8:08:07, time: 1.011, data_time: 0.008, memory: 10398, top1_acc: 0.7859, top5_acc: 0.9365, loss_cls: 0.8030, loss: 0.8030, grad_norm: 3.3043 2020-10-12 11:14:59,033 - mmaction - INFO - Epoch [32][1020/1253] lr: 3.000e-03, eta: 8:07:39, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9378, loss_cls: 0.7666, loss: 0.7666, grad_norm: 3.1771 2020-10-12 11:15:20,936 - mmaction - INFO - Epoch [32][1040/1253] lr: 3.000e-03, eta: 8:07:11, time: 1.096, data_time: 0.007, memory: 10398, top1_acc: 0.7932, top5_acc: 0.9367, loss_cls: 0.7908, loss: 0.7908, grad_norm: 3.3249 2020-10-12 11:15:40,771 - mmaction - INFO - Epoch [32][1060/1253] lr: 3.000e-03, eta: 8:06:42, time: 0.994, data_time: 0.005, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9401, loss_cls: 0.7697, loss: 0.7697, grad_norm: 3.2035 2020-10-12 11:16:01,998 - mmaction - INFO - Epoch [32][1080/1253] lr: 3.000e-03, eta: 8:06:14, time: 1.062, data_time: 0.006, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9419, loss_cls: 0.7712, loss: 0.7712, grad_norm: 3.3067 2020-10-12 11:16:22,909 - mmaction - INFO - Epoch [32][1100/1253] lr: 3.000e-03, eta: 8:05:45, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.7883, top5_acc: 0.9419, loss_cls: 0.7859, loss: 0.7859, grad_norm: 3.4103 2020-10-12 11:16:44,827 - mmaction - INFO - Epoch [32][1120/1253] lr: 3.000e-03, eta: 8:05:17, time: 1.097, data_time: 0.008, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9430, loss_cls: 0.7685, loss: 0.7685, grad_norm: 3.3175 2020-10-12 11:17:05,852 - mmaction - INFO - Epoch [32][1140/1253] lr: 3.000e-03, eta: 8:04:49, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.7914, top5_acc: 0.9383, loss_cls: 0.7907, loss: 0.7907, grad_norm: 3.3338 2020-10-12 11:17:26,114 - mmaction - INFO - Epoch [32][1160/1253] lr: 3.000e-03, eta: 8:04:20, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9461, loss_cls: 0.7471, loss: 0.7471, grad_norm: 3.2726 2020-10-12 11:17:46,657 - mmaction - INFO - Epoch [32][1180/1253] lr: 3.000e-03, eta: 8:03:52, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7930, top5_acc: 0.9378, loss_cls: 0.7951, loss: 0.7951, grad_norm: 3.3665 2020-10-12 11:18:08,341 - mmaction - INFO - Epoch [32][1200/1253] lr: 3.000e-03, eta: 8:03:24, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.7940, top5_acc: 0.9380, loss_cls: 0.7840, loss: 0.7840, grad_norm: 3.3323 2020-10-12 11:18:29,551 - mmaction - INFO - Epoch [32][1220/1253] lr: 3.000e-03, eta: 8:02:56, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.7982, top5_acc: 0.9417, loss_cls: 0.7772, loss: 0.7772, grad_norm: 3.3487 2020-10-12 11:18:50,587 - mmaction - INFO - Epoch [32][1240/1253] lr: 3.000e-03, eta: 8:02:28, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9461, loss_cls: 0.7218, loss: 0.7218, grad_norm: 3.2578 2020-10-12 11:19:34,807 - mmaction - INFO - Epoch [33][20/1253] lr: 3.000e-03, eta: 8:01:39, time: 1.546, data_time: 0.624, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9424, loss_cls: 0.7703, loss: 0.7703, grad_norm: 3.3878 2020-10-12 11:19:55,724 - mmaction - INFO - Epoch [33][40/1253] lr: 3.000e-03, eta: 8:01:10, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8034, top5_acc: 0.9393, loss_cls: 0.7482, loss: 0.7482, grad_norm: 3.2552 2020-10-12 11:20:15,975 - mmaction - INFO - Epoch [33][60/1253] lr: 3.000e-03, eta: 8:00:42, time: 1.014, data_time: 0.003, memory: 10398, top1_acc: 0.8247, top5_acc: 0.9523, loss_cls: 0.6943, loss: 0.6943, grad_norm: 3.1331 2020-10-12 11:20:37,692 - mmaction - INFO - Epoch [33][80/1253] lr: 3.000e-03, eta: 8:00:14, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9427, loss_cls: 0.7540, loss: 0.7540, grad_norm: 3.2757 2020-10-12 11:20:57,695 - mmaction - INFO - Epoch [33][100/1253] lr: 3.000e-03, eta: 7:59:45, time: 1.003, data_time: 0.007, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9453, loss_cls: 0.7524, loss: 0.7524, grad_norm: 3.3684 2020-10-12 11:21:20,008 - mmaction - INFO - Epoch [33][120/1253] lr: 3.000e-03, eta: 7:59:18, time: 1.116, data_time: 0.002, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9451, loss_cls: 0.7447, loss: 0.7447, grad_norm: 3.3238 2020-10-12 11:21:41,085 - mmaction - INFO - Epoch [33][140/1253] lr: 3.000e-03, eta: 7:58:49, time: 1.051, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9466, loss_cls: 0.7364, loss: 0.7364, grad_norm: 3.2021 2020-10-12 11:22:02,601 - mmaction - INFO - Epoch [33][160/1253] lr: 3.000e-03, eta: 7:58:22, time: 1.079, data_time: 0.007, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9440, loss_cls: 0.7427, loss: 0.7427, grad_norm: 3.2773 2020-10-12 11:22:22,600 - mmaction - INFO - Epoch [33][180/1253] lr: 3.000e-03, eta: 7:57:53, time: 1.000, data_time: 0.003, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9409, loss_cls: 0.7822, loss: 0.7822, grad_norm: 3.3860 2020-10-12 11:22:43,133 - mmaction - INFO - Epoch [33][200/1253] lr: 3.000e-03, eta: 7:57:24, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.7898, top5_acc: 0.9391, loss_cls: 0.7975, loss: 0.7975, grad_norm: 3.3449 2020-10-12 11:23:04,840 - mmaction - INFO - Epoch [33][220/1253] lr: 3.000e-03, eta: 7:56:57, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9453, loss_cls: 0.7380, loss: 0.7380, grad_norm: 3.2551 2020-10-12 11:23:26,864 - mmaction - INFO - Epoch [33][240/1253] lr: 3.000e-03, eta: 7:56:29, time: 1.103, data_time: 0.006, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9497, loss_cls: 0.7539, loss: 0.7539, grad_norm: 3.3815 2020-10-12 11:23:46,718 - mmaction - INFO - Epoch [33][260/1253] lr: 3.000e-03, eta: 7:56:00, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9378, loss_cls: 0.7863, loss: 0.7863, grad_norm: 3.3624 2020-10-12 11:24:08,789 - mmaction - INFO - Epoch [33][280/1253] lr: 3.000e-03, eta: 7:55:33, time: 1.104, data_time: 0.006, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9362, loss_cls: 0.7794, loss: 0.7794, grad_norm: 3.3025 2020-10-12 11:24:28,975 - mmaction - INFO - Epoch [33][300/1253] lr: 3.000e-03, eta: 7:55:04, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9385, loss_cls: 0.7924, loss: 0.7924, grad_norm: 3.3695 2020-10-12 11:24:50,972 - mmaction - INFO - Epoch [33][320/1253] lr: 3.000e-03, eta: 7:54:36, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9406, loss_cls: 0.7562, loss: 0.7562, grad_norm: 3.2723 2020-10-12 11:25:12,830 - mmaction - INFO - Epoch [33][340/1253] lr: 3.000e-03, eta: 7:54:09, time: 1.091, data_time: 0.003, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9404, loss_cls: 0.7665, loss: 0.7665, grad_norm: 3.3092 2020-10-12 11:25:34,375 - mmaction - INFO - Epoch [33][360/1253] lr: 3.000e-03, eta: 7:53:41, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9458, loss_cls: 0.7358, loss: 0.7358, grad_norm: 3.3014 2020-10-12 11:25:55,084 - mmaction - INFO - Epoch [33][380/1253] lr: 3.000e-03, eta: 7:53:12, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.7971, top5_acc: 0.9357, loss_cls: 0.7687, loss: 0.7687, grad_norm: 3.3240 2020-10-12 11:26:17,905 - mmaction - INFO - Epoch [33][400/1253] lr: 3.000e-03, eta: 7:52:45, time: 1.141, data_time: 0.002, memory: 10398, top1_acc: 0.7966, top5_acc: 0.9357, loss_cls: 0.7840, loss: 0.7840, grad_norm: 3.3786 2020-10-12 11:26:38,871 - mmaction - INFO - Epoch [33][420/1253] lr: 3.000e-03, eta: 7:52:17, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9445, loss_cls: 0.7493, loss: 0.7493, grad_norm: 3.3137 2020-10-12 11:27:01,060 - mmaction - INFO - Epoch [33][440/1253] lr: 3.000e-03, eta: 7:51:50, time: 1.109, data_time: 0.006, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9435, loss_cls: 0.7453, loss: 0.7453, grad_norm: 3.3441 2020-10-12 11:27:21,520 - mmaction - INFO - Epoch [33][460/1253] lr: 3.000e-03, eta: 7:51:21, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.7911, top5_acc: 0.9430, loss_cls: 0.7700, loss: 0.7700, grad_norm: 3.3449 2020-10-12 11:27:43,624 - mmaction - INFO - Epoch [33][480/1253] lr: 3.000e-03, eta: 7:50:54, time: 1.105, data_time: 0.005, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9461, loss_cls: 0.7388, loss: 0.7388, grad_norm: 3.3265 2020-10-12 11:28:04,458 - mmaction - INFO - Epoch [33][500/1253] lr: 3.000e-03, eta: 7:50:26, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9497, loss_cls: 0.7335, loss: 0.7335, grad_norm: 3.2428 2020-10-12 11:28:26,350 - mmaction - INFO - Epoch [33][520/1253] lr: 3.000e-03, eta: 7:49:58, time: 1.094, data_time: 0.006, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9388, loss_cls: 0.7669, loss: 0.7669, grad_norm: 3.3615 2020-10-12 11:28:47,085 - mmaction - INFO - Epoch [33][540/1253] lr: 3.000e-03, eta: 7:49:30, time: 1.035, data_time: 0.007, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9440, loss_cls: 0.7709, loss: 0.7709, grad_norm: 3.4042 2020-10-12 11:29:07,561 - mmaction - INFO - Epoch [33][560/1253] lr: 3.000e-03, eta: 7:49:01, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.7940, top5_acc: 0.9393, loss_cls: 0.7852, loss: 0.7852, grad_norm: 3.3781 2020-10-12 11:29:27,772 - mmaction - INFO - Epoch [33][580/1253] lr: 3.000e-03, eta: 7:48:33, time: 1.010, data_time: 0.006, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9440, loss_cls: 0.7677, loss: 0.7677, grad_norm: 3.4007 2020-10-12 11:29:50,168 - mmaction - INFO - Epoch [33][600/1253] lr: 3.000e-03, eta: 7:48:06, time: 1.117, data_time: 0.006, memory: 10398, top1_acc: 0.8062, top5_acc: 0.9492, loss_cls: 0.7322, loss: 0.7322, grad_norm: 3.3095 2020-10-12 11:30:09,845 - mmaction - INFO - Epoch [33][620/1253] lr: 3.000e-03, eta: 7:47:37, time: 0.985, data_time: 0.006, memory: 10398, top1_acc: 0.8049, top5_acc: 0.9370, loss_cls: 0.7663, loss: 0.7663, grad_norm: 3.3704 2020-10-12 11:30:30,239 - mmaction - INFO - Epoch [33][640/1253] lr: 3.000e-03, eta: 7:47:08, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.7992, top5_acc: 0.9440, loss_cls: 0.7463, loss: 0.7463, grad_norm: 3.3243 2020-10-12 11:30:50,757 - mmaction - INFO - Epoch [33][660/1253] lr: 3.000e-03, eta: 7:46:40, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.8089, top5_acc: 0.9443, loss_cls: 0.7412, loss: 0.7412, grad_norm: 3.3126 2020-10-12 11:31:11,390 - mmaction - INFO - Epoch [33][680/1253] lr: 3.000e-03, eta: 7:46:12, time: 1.033, data_time: 0.003, memory: 10398, top1_acc: 0.7953, top5_acc: 0.9372, loss_cls: 0.7915, loss: 0.7915, grad_norm: 3.4281 2020-10-12 11:31:32,181 - mmaction - INFO - Epoch [33][700/1253] lr: 3.000e-03, eta: 7:45:44, time: 1.040, data_time: 0.006, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9419, loss_cls: 0.7604, loss: 0.7604, grad_norm: 3.3436 2020-10-12 11:31:55,435 - mmaction - INFO - Epoch [33][720/1253] lr: 3.000e-03, eta: 7:45:17, time: 1.161, data_time: 0.006, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9380, loss_cls: 0.7713, loss: 0.7713, grad_norm: 3.3114 2020-10-12 11:32:15,229 - mmaction - INFO - Epoch [33][740/1253] lr: 3.000e-03, eta: 7:44:48, time: 0.991, data_time: 0.004, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9430, loss_cls: 0.7647, loss: 0.7647, grad_norm: 3.3750 2020-10-12 11:32:37,420 - mmaction - INFO - Epoch [33][760/1253] lr: 3.000e-03, eta: 7:44:21, time: 1.108, data_time: 0.005, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9367, loss_cls: 0.7833, loss: 0.7833, grad_norm: 3.3639 2020-10-12 11:32:58,187 - mmaction - INFO - Epoch [33][780/1253] lr: 3.000e-03, eta: 7:43:53, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9445, loss_cls: 0.7346, loss: 0.7346, grad_norm: 3.2923 2020-10-12 11:33:19,091 - mmaction - INFO - Epoch [33][800/1253] lr: 3.000e-03, eta: 7:43:25, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9430, loss_cls: 0.7529, loss: 0.7529, grad_norm: 3.2862 2020-10-12 11:33:40,564 - mmaction - INFO - Epoch [33][820/1253] lr: 3.000e-03, eta: 7:42:57, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9367, loss_cls: 0.7710, loss: 0.7710, grad_norm: 3.3012 2020-10-12 11:34:01,666 - mmaction - INFO - Epoch [33][840/1253] lr: 3.000e-03, eta: 7:42:29, time: 1.059, data_time: 0.008, memory: 10398, top1_acc: 0.7922, top5_acc: 0.9419, loss_cls: 0.7787, loss: 0.7787, grad_norm: 3.3824 2020-10-12 11:34:22,136 - mmaction - INFO - Epoch [33][860/1253] lr: 3.000e-03, eta: 7:42:01, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9422, loss_cls: 0.7438, loss: 0.7438, grad_norm: 3.2803 2020-10-12 11:34:43,890 - mmaction - INFO - Epoch [33][880/1253] lr: 3.000e-03, eta: 7:41:33, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9323, loss_cls: 0.8181, loss: 0.8181, grad_norm: 3.4186 2020-10-12 11:35:05,163 - mmaction - INFO - Epoch [33][900/1253] lr: 3.000e-03, eta: 7:41:05, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9456, loss_cls: 0.7611, loss: 0.7611, grad_norm: 3.3704 2020-10-12 11:35:26,170 - mmaction - INFO - Epoch [33][920/1253] lr: 3.000e-03, eta: 7:40:38, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.7849, top5_acc: 0.9357, loss_cls: 0.8228, loss: 0.8228, grad_norm: 3.4178 2020-10-12 11:35:46,296 - mmaction - INFO - Epoch [33][940/1253] lr: 3.000e-03, eta: 7:40:09, time: 1.004, data_time: 0.004, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9417, loss_cls: 0.7624, loss: 0.7624, grad_norm: 3.3227 2020-10-12 11:36:07,365 - mmaction - INFO - Epoch [33][960/1253] lr: 3.000e-03, eta: 7:39:41, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.8008, top5_acc: 0.9474, loss_cls: 0.7308, loss: 0.7308, grad_norm: 3.3320 2020-10-12 11:36:28,623 - mmaction - INFO - Epoch [33][980/1253] lr: 3.000e-03, eta: 7:39:13, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9430, loss_cls: 0.7659, loss: 0.7659, grad_norm: 3.3935 2020-10-12 11:36:49,145 - mmaction - INFO - Epoch [33][1000/1253] lr: 3.000e-03, eta: 7:38:45, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.7898, top5_acc: 0.9357, loss_cls: 0.7957, loss: 0.7957, grad_norm: 3.3577 2020-10-12 11:37:10,142 - mmaction - INFO - Epoch [33][1020/1253] lr: 3.000e-03, eta: 7:38:17, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9354, loss_cls: 0.7711, loss: 0.7711, grad_norm: 3.3477 2020-10-12 11:37:31,359 - mmaction - INFO - Epoch [33][1040/1253] lr: 3.000e-03, eta: 7:37:50, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9391, loss_cls: 0.7744, loss: 0.7744, grad_norm: 3.3231 2020-10-12 11:37:52,236 - mmaction - INFO - Epoch [33][1060/1253] lr: 3.000e-03, eta: 7:37:22, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.7917, top5_acc: 0.9396, loss_cls: 0.7884, loss: 0.7884, grad_norm: 3.3897 2020-10-12 11:38:13,657 - mmaction - INFO - Epoch [33][1080/1253] lr: 3.000e-03, eta: 7:36:54, time: 1.071, data_time: 0.003, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9438, loss_cls: 0.7568, loss: 0.7568, grad_norm: 3.3968 2020-10-12 11:38:34,076 - mmaction - INFO - Epoch [33][1100/1253] lr: 3.000e-03, eta: 7:36:26, time: 1.020, data_time: 0.005, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9440, loss_cls: 0.7415, loss: 0.7415, grad_norm: 3.2978 2020-10-12 11:38:54,106 - mmaction - INFO - Epoch [33][1120/1253] lr: 3.000e-03, eta: 7:35:57, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.7901, top5_acc: 0.9427, loss_cls: 0.7897, loss: 0.7897, grad_norm: 3.3812 2020-10-12 11:39:14,608 - mmaction - INFO - Epoch [33][1140/1253] lr: 3.000e-03, eta: 7:35:29, time: 1.027, data_time: 0.004, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9349, loss_cls: 0.7795, loss: 0.7795, grad_norm: 3.3396 2020-10-12 11:39:35,727 - mmaction - INFO - Epoch [33][1160/1253] lr: 3.000e-03, eta: 7:35:01, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.8078, top5_acc: 0.9430, loss_cls: 0.7351, loss: 0.7351, grad_norm: 3.2654 2020-10-12 11:39:55,937 - mmaction - INFO - Epoch [33][1180/1253] lr: 3.000e-03, eta: 7:34:33, time: 1.010, data_time: 0.007, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9294, loss_cls: 0.8183, loss: 0.8183, grad_norm: 3.4084 2020-10-12 11:40:19,348 - mmaction - INFO - Epoch [33][1200/1253] lr: 3.000e-03, eta: 7:34:06, time: 1.171, data_time: 0.005, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9380, loss_cls: 0.7758, loss: 0.7758, grad_norm: 3.3369 2020-10-12 11:40:39,746 - mmaction - INFO - Epoch [33][1220/1253] lr: 3.000e-03, eta: 7:33:38, time: 1.021, data_time: 0.008, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9437, loss_cls: 0.7657, loss: 0.7657, grad_norm: 3.3997 2020-10-12 11:40:59,863 - mmaction - INFO - Epoch [33][1240/1253] lr: 3.000e-03, eta: 7:33:10, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.7911, top5_acc: 0.9372, loss_cls: 0.8078, loss: 0.8078, grad_norm: 3.4444 2020-10-12 11:41:41,037 - mmaction - INFO - Epoch [34][20/1253] lr: 3.000e-03, eta: 7:32:21, time: 1.389, data_time: 0.467, memory: 10398, top1_acc: 0.7982, top5_acc: 0.9370, loss_cls: 0.7773, loss: 0.7773, grad_norm: 3.3196 2020-10-12 11:42:01,615 - mmaction - INFO - Epoch [34][40/1253] lr: 3.000e-03, eta: 7:31:52, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.8120, top5_acc: 0.9448, loss_cls: 0.7395, loss: 0.7395, grad_norm: 3.2469 2020-10-12 11:42:22,977 - mmaction - INFO - Epoch [34][60/1253] lr: 3.000e-03, eta: 7:31:25, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9474, loss_cls: 0.7149, loss: 0.7149, grad_norm: 3.2945 2020-10-12 11:42:43,254 - mmaction - INFO - Epoch [34][80/1253] lr: 3.000e-03, eta: 7:30:57, time: 1.012, data_time: 0.004, memory: 10398, top1_acc: 0.7951, top5_acc: 0.9445, loss_cls: 0.7481, loss: 0.7481, grad_norm: 3.3650 2020-10-12 11:43:04,457 - mmaction - INFO - Epoch [34][100/1253] lr: 3.000e-03, eta: 7:30:29, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9484, loss_cls: 0.7266, loss: 0.7266, grad_norm: 3.3258 2020-10-12 11:43:26,172 - mmaction - INFO - Epoch [34][120/1253] lr: 3.000e-03, eta: 7:30:02, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9448, loss_cls: 0.7367, loss: 0.7367, grad_norm: 3.3576 2020-10-12 11:43:47,358 - mmaction - INFO - Epoch [34][140/1253] lr: 3.000e-03, eta: 7:29:34, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9422, loss_cls: 0.7522, loss: 0.7522, grad_norm: 3.3059 2020-10-12 11:44:08,463 - mmaction - INFO - Epoch [34][160/1253] lr: 3.000e-03, eta: 7:29:06, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9388, loss_cls: 0.7545, loss: 0.7545, grad_norm: 3.3245 2020-10-12 11:44:29,641 - mmaction - INFO - Epoch [34][180/1253] lr: 3.000e-03, eta: 7:28:38, time: 1.059, data_time: 0.007, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9492, loss_cls: 0.7267, loss: 0.7267, grad_norm: 3.2772 2020-10-12 11:44:49,608 - mmaction - INFO - Epoch [34][200/1253] lr: 3.000e-03, eta: 7:28:10, time: 1.000, data_time: 0.004, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9357, loss_cls: 0.7827, loss: 0.7827, grad_norm: 3.3885 2020-10-12 11:45:11,026 - mmaction - INFO - Epoch [34][220/1253] lr: 3.000e-03, eta: 7:27:43, time: 1.071, data_time: 0.003, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9417, loss_cls: 0.7508, loss: 0.7508, grad_norm: 3.3413 2020-10-12 11:45:31,689 - mmaction - INFO - Epoch [34][240/1253] lr: 3.000e-03, eta: 7:27:15, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9466, loss_cls: 0.7397, loss: 0.7397, grad_norm: 3.3050 2020-10-12 11:45:52,615 - mmaction - INFO - Epoch [34][260/1253] lr: 3.000e-03, eta: 7:26:47, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9440, loss_cls: 0.7424, loss: 0.7424, grad_norm: 3.3061 2020-10-12 11:46:13,518 - mmaction - INFO - Epoch [34][280/1253] lr: 3.000e-03, eta: 7:26:19, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.8005, top5_acc: 0.9456, loss_cls: 0.7461, loss: 0.7461, grad_norm: 3.3302 2020-10-12 11:46:34,848 - mmaction - INFO - Epoch [34][300/1253] lr: 3.000e-03, eta: 7:25:52, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9401, loss_cls: 0.7387, loss: 0.7387, grad_norm: 3.2657 2020-10-12 11:46:55,699 - mmaction - INFO - Epoch [34][320/1253] lr: 3.000e-03, eta: 7:25:24, time: 1.045, data_time: 0.007, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9461, loss_cls: 0.7392, loss: 0.7392, grad_norm: 3.3453 2020-10-12 11:47:17,255 - mmaction - INFO - Epoch [34][340/1253] lr: 3.000e-03, eta: 7:24:56, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9370, loss_cls: 0.7678, loss: 0.7678, grad_norm: 3.3384 2020-10-12 11:47:38,945 - mmaction - INFO - Epoch [34][360/1253] lr: 3.000e-03, eta: 7:24:29, time: 1.081, data_time: 0.007, memory: 10398, top1_acc: 0.8068, top5_acc: 0.9474, loss_cls: 0.7225, loss: 0.7225, grad_norm: 3.2397 2020-10-12 11:47:59,462 - mmaction - INFO - Epoch [34][380/1253] lr: 3.000e-03, eta: 7:24:01, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9445, loss_cls: 0.7453, loss: 0.7453, grad_norm: 3.3532 2020-10-12 11:48:20,757 - mmaction - INFO - Epoch [34][400/1253] lr: 3.000e-03, eta: 7:23:33, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9409, loss_cls: 0.7535, loss: 0.7535, grad_norm: 3.3825 2020-10-12 11:48:41,500 - mmaction - INFO - Epoch [34][420/1253] lr: 3.000e-03, eta: 7:23:06, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9440, loss_cls: 0.7244, loss: 0.7244, grad_norm: 3.3054 2020-10-12 11:49:02,686 - mmaction - INFO - Epoch [34][440/1253] lr: 3.000e-03, eta: 7:22:38, time: 1.062, data_time: 0.007, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9438, loss_cls: 0.7736, loss: 0.7736, grad_norm: 3.4411 2020-10-12 11:49:23,077 - mmaction - INFO - Epoch [34][460/1253] lr: 3.000e-03, eta: 7:22:10, time: 1.020, data_time: 0.003, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9437, loss_cls: 0.7450, loss: 0.7450, grad_norm: 3.3653 2020-10-12 11:49:44,481 - mmaction - INFO - Epoch [34][480/1253] lr: 3.000e-03, eta: 7:21:42, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.8091, top5_acc: 0.9422, loss_cls: 0.7325, loss: 0.7325, grad_norm: 3.2907 2020-10-12 11:50:05,213 - mmaction - INFO - Epoch [34][500/1253] lr: 3.000e-03, eta: 7:21:15, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.8068, top5_acc: 0.9469, loss_cls: 0.7300, loss: 0.7300, grad_norm: 3.2997 2020-10-12 11:50:25,816 - mmaction - INFO - Epoch [34][520/1253] lr: 3.000e-03, eta: 7:20:47, time: 1.030, data_time: 0.002, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9453, loss_cls: 0.7286, loss: 0.7286, grad_norm: 3.3069 2020-10-12 11:50:46,834 - mmaction - INFO - Epoch [34][540/1253] lr: 3.000e-03, eta: 7:20:19, time: 1.048, data_time: 0.005, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9401, loss_cls: 0.7869, loss: 0.7869, grad_norm: 3.4590 2020-10-12 11:51:08,219 - mmaction - INFO - Epoch [34][560/1253] lr: 3.000e-03, eta: 7:19:52, time: 1.071, data_time: 0.007, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9411, loss_cls: 0.7467, loss: 0.7467, grad_norm: 3.3826 2020-10-12 11:51:28,622 - mmaction - INFO - Epoch [34][580/1253] lr: 3.000e-03, eta: 7:19:24, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.7870, top5_acc: 0.9391, loss_cls: 0.7727, loss: 0.7727, grad_norm: 3.4980 2020-10-12 11:51:50,148 - mmaction - INFO - Epoch [34][600/1253] lr: 3.000e-03, eta: 7:18:56, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7987, top5_acc: 0.9388, loss_cls: 0.7639, loss: 0.7639, grad_norm: 3.3695 2020-10-12 11:52:11,250 - mmaction - INFO - Epoch [34][620/1253] lr: 3.000e-03, eta: 7:18:29, time: 1.056, data_time: 0.003, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9466, loss_cls: 0.7385, loss: 0.7385, grad_norm: 3.4051 2020-10-12 11:52:33,157 - mmaction - INFO - Epoch [34][640/1253] lr: 3.000e-03, eta: 7:18:02, time: 1.095, data_time: 0.005, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9461, loss_cls: 0.7572, loss: 0.7572, grad_norm: 3.3977 2020-10-12 11:52:54,908 - mmaction - INFO - Epoch [34][660/1253] lr: 3.000e-03, eta: 7:17:34, time: 1.088, data_time: 0.003, memory: 10398, top1_acc: 0.7865, top5_acc: 0.9406, loss_cls: 0.7870, loss: 0.7870, grad_norm: 3.4716 2020-10-12 11:53:15,657 - mmaction - INFO - Epoch [34][680/1253] lr: 3.000e-03, eta: 7:17:07, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9448, loss_cls: 0.7480, loss: 0.7480, grad_norm: 3.3536 2020-10-12 11:53:37,155 - mmaction - INFO - Epoch [34][700/1253] lr: 3.000e-03, eta: 7:16:39, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7940, top5_acc: 0.9391, loss_cls: 0.7687, loss: 0.7687, grad_norm: 3.4119 2020-10-12 11:53:58,465 - mmaction - INFO - Epoch [34][720/1253] lr: 3.000e-03, eta: 7:16:12, time: 1.062, data_time: 0.005, memory: 10398, top1_acc: 0.7971, top5_acc: 0.9451, loss_cls: 0.7709, loss: 0.7709, grad_norm: 3.4418 2020-10-12 11:54:20,421 - mmaction - INFO - Epoch [34][740/1253] lr: 3.000e-03, eta: 7:15:45, time: 1.102, data_time: 0.007, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9505, loss_cls: 0.7251, loss: 0.7251, grad_norm: 3.3527 2020-10-12 11:54:41,682 - mmaction - INFO - Epoch [34][760/1253] lr: 3.000e-03, eta: 7:15:17, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.7909, top5_acc: 0.9396, loss_cls: 0.7882, loss: 0.7882, grad_norm: 3.4266 2020-10-12 11:55:02,284 - mmaction - INFO - Epoch [34][780/1253] lr: 3.000e-03, eta: 7:14:49, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9422, loss_cls: 0.7476, loss: 0.7476, grad_norm: 3.3588 2020-10-12 11:55:23,762 - mmaction - INFO - Epoch [34][800/1253] lr: 3.000e-03, eta: 7:14:22, time: 1.077, data_time: 0.005, memory: 10398, top1_acc: 0.7979, top5_acc: 0.9477, loss_cls: 0.7503, loss: 0.7503, grad_norm: 3.3054 2020-10-12 11:55:45,187 - mmaction - INFO - Epoch [34][820/1253] lr: 3.000e-03, eta: 7:13:55, time: 1.069, data_time: 0.004, memory: 10398, top1_acc: 0.8005, top5_acc: 0.9453, loss_cls: 0.7551, loss: 0.7551, grad_norm: 3.4226 2020-10-12 11:56:05,540 - mmaction - INFO - Epoch [34][840/1253] lr: 3.000e-03, eta: 7:13:27, time: 1.019, data_time: 0.006, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9414, loss_cls: 0.7568, loss: 0.7568, grad_norm: 3.4286 2020-10-12 11:56:27,420 - mmaction - INFO - Epoch [34][860/1253] lr: 3.000e-03, eta: 7:13:00, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9401, loss_cls: 0.7414, loss: 0.7414, grad_norm: 3.3088 2020-10-12 11:56:48,929 - mmaction - INFO - Epoch [34][880/1253] lr: 3.000e-03, eta: 7:12:32, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9398, loss_cls: 0.7721, loss: 0.7721, grad_norm: 3.4701 2020-10-12 11:57:09,470 - mmaction - INFO - Epoch [34][900/1253] lr: 3.000e-03, eta: 7:12:05, time: 1.027, data_time: 0.003, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9406, loss_cls: 0.7750, loss: 0.7750, grad_norm: 3.4519 2020-10-12 11:57:31,121 - mmaction - INFO - Epoch [34][920/1253] lr: 3.000e-03, eta: 7:11:37, time: 1.083, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9451, loss_cls: 0.7302, loss: 0.7302, grad_norm: 3.3312 2020-10-12 11:57:52,590 - mmaction - INFO - Epoch [34][940/1253] lr: 3.000e-03, eta: 7:11:10, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.7893, top5_acc: 0.9346, loss_cls: 0.8168, loss: 0.8168, grad_norm: 3.4591 2020-10-12 11:58:15,025 - mmaction - INFO - Epoch [34][960/1253] lr: 3.000e-03, eta: 7:10:43, time: 1.124, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9437, loss_cls: 0.7439, loss: 0.7439, grad_norm: 3.3372 2020-10-12 11:58:36,479 - mmaction - INFO - Epoch [34][980/1253] lr: 3.000e-03, eta: 7:10:16, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.7922, top5_acc: 0.9417, loss_cls: 0.7892, loss: 0.7892, grad_norm: 3.4437 2020-10-12 11:58:56,888 - mmaction - INFO - Epoch [34][1000/1253] lr: 3.000e-03, eta: 7:09:48, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.7966, top5_acc: 0.9388, loss_cls: 0.7830, loss: 0.7830, grad_norm: 3.4578 2020-10-12 11:59:18,583 - mmaction - INFO - Epoch [34][1020/1253] lr: 3.000e-03, eta: 7:09:21, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9464, loss_cls: 0.7405, loss: 0.7405, grad_norm: 3.3820 2020-10-12 11:59:39,246 - mmaction - INFO - Epoch [34][1040/1253] lr: 3.000e-03, eta: 7:08:53, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9391, loss_cls: 0.7723, loss: 0.7723, grad_norm: 3.4194 2020-10-12 12:00:01,530 - mmaction - INFO - Epoch [34][1060/1253] lr: 3.000e-03, eta: 7:08:26, time: 1.113, data_time: 0.006, memory: 10398, top1_acc: 0.7919, top5_acc: 0.9344, loss_cls: 0.7961, loss: 0.7961, grad_norm: 3.4025 2020-10-12 12:00:30,574 - mmaction - INFO - Epoch [34][1080/1253] lr: 3.000e-03, eta: 7:08:03, time: 1.447, data_time: 0.006, memory: 10398, top1_acc: 0.8005, top5_acc: 0.9411, loss_cls: 0.7735, loss: 0.7735, grad_norm: 3.4456 2020-10-12 12:00:51,609 - mmaction - INFO - Epoch [34][1100/1253] lr: 3.000e-03, eta: 7:07:35, time: 1.061, data_time: 0.021, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9443, loss_cls: 0.7457, loss: 0.7457, grad_norm: 3.3309 2020-10-12 12:01:12,998 - mmaction - INFO - Epoch [34][1120/1253] lr: 3.000e-03, eta: 7:07:08, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9435, loss_cls: 0.7610, loss: 0.7610, grad_norm: 3.4256 2020-10-12 12:01:34,509 - mmaction - INFO - Epoch [34][1140/1253] lr: 3.000e-03, eta: 7:06:41, time: 1.073, data_time: 0.004, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9370, loss_cls: 0.7718, loss: 0.7718, grad_norm: 3.3947 2020-10-12 12:01:56,769 - mmaction - INFO - Epoch [34][1160/1253] lr: 3.000e-03, eta: 7:06:14, time: 1.113, data_time: 0.006, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9451, loss_cls: 0.7851, loss: 0.7851, grad_norm: 3.5152 2020-10-12 12:02:19,418 - mmaction - INFO - Epoch [34][1180/1253] lr: 3.000e-03, eta: 7:05:47, time: 1.133, data_time: 0.004, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9385, loss_cls: 0.7867, loss: 0.7867, grad_norm: 3.4383 2020-10-12 12:02:40,843 - mmaction - INFO - Epoch [34][1200/1253] lr: 3.000e-03, eta: 7:05:20, time: 1.073, data_time: 0.007, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9372, loss_cls: 0.7813, loss: 0.7813, grad_norm: 3.3735 2020-10-12 12:03:03,680 - mmaction - INFO - Epoch [34][1220/1253] lr: 3.000e-03, eta: 7:04:53, time: 1.141, data_time: 0.003, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9419, loss_cls: 0.7506, loss: 0.7506, grad_norm: 3.3455 2020-10-12 12:03:25,813 - mmaction - INFO - Epoch [34][1240/1253] lr: 3.000e-03, eta: 7:04:26, time: 1.107, data_time: 0.005, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9445, loss_cls: 0.7668, loss: 0.7668, grad_norm: 3.4322 2020-10-12 12:04:09,760 - mmaction - INFO - Epoch [35][20/1253] lr: 3.000e-03, eta: 7:03:39, time: 1.508, data_time: 0.636, memory: 10398, top1_acc: 0.8109, top5_acc: 0.9440, loss_cls: 0.7415, loss: 0.7415, grad_norm: 3.2960 2020-10-12 12:04:31,504 - mmaction - INFO - Epoch [35][40/1253] lr: 3.000e-03, eta: 7:03:12, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9409, loss_cls: 0.7508, loss: 0.7508, grad_norm: 3.3095 2020-10-12 12:04:52,498 - mmaction - INFO - Epoch [35][60/1253] lr: 3.000e-03, eta: 7:02:44, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9367, loss_cls: 0.7719, loss: 0.7719, grad_norm: 3.4062 2020-10-12 12:05:13,862 - mmaction - INFO - Epoch [35][80/1253] lr: 3.000e-03, eta: 7:02:17, time: 1.068, data_time: 0.003, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9411, loss_cls: 0.7429, loss: 0.7429, grad_norm: 3.4062 2020-10-12 12:05:36,007 - mmaction - INFO - Epoch [35][100/1253] lr: 3.000e-03, eta: 7:01:50, time: 1.105, data_time: 0.005, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9411, loss_cls: 0.7789, loss: 0.7789, grad_norm: 3.4664 2020-10-12 12:05:57,699 - mmaction - INFO - Epoch [35][120/1253] lr: 3.000e-03, eta: 7:01:23, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.8141, top5_acc: 0.9505, loss_cls: 0.7028, loss: 0.7028, grad_norm: 3.3339 2020-10-12 12:06:20,829 - mmaction - INFO - Epoch [35][140/1253] lr: 3.000e-03, eta: 7:00:57, time: 1.155, data_time: 0.002, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9443, loss_cls: 0.7451, loss: 0.7451, grad_norm: 3.4150 2020-10-12 12:06:42,591 - mmaction - INFO - Epoch [35][160/1253] lr: 3.000e-03, eta: 7:00:30, time: 1.088, data_time: 0.006, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9471, loss_cls: 0.7217, loss: 0.7217, grad_norm: 3.2808 2020-10-12 12:07:05,182 - mmaction - INFO - Epoch [35][180/1253] lr: 3.000e-03, eta: 7:00:03, time: 1.128, data_time: 0.006, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9422, loss_cls: 0.7206, loss: 0.7206, grad_norm: 3.3643 2020-10-12 12:07:26,841 - mmaction - INFO - Epoch [35][200/1253] lr: 3.000e-03, eta: 6:59:36, time: 1.086, data_time: 0.007, memory: 10398, top1_acc: 0.8008, top5_acc: 0.9445, loss_cls: 0.7514, loss: 0.7514, grad_norm: 3.4389 2020-10-12 12:07:48,918 - mmaction - INFO - Epoch [35][220/1253] lr: 3.000e-03, eta: 6:59:09, time: 1.105, data_time: 0.005, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9424, loss_cls: 0.7677, loss: 0.7677, grad_norm: 3.4980 2020-10-12 12:08:11,120 - mmaction - INFO - Epoch [35][240/1253] lr: 3.000e-03, eta: 6:58:42, time: 1.110, data_time: 0.002, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9443, loss_cls: 0.7404, loss: 0.7404, grad_norm: 3.3962 2020-10-12 12:08:32,934 - mmaction - INFO - Epoch [35][260/1253] lr: 3.000e-03, eta: 6:58:15, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9456, loss_cls: 0.7365, loss: 0.7365, grad_norm: 3.3515 2020-10-12 12:08:56,034 - mmaction - INFO - Epoch [35][280/1253] lr: 3.000e-03, eta: 6:57:49, time: 1.158, data_time: 0.007, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9477, loss_cls: 0.7262, loss: 0.7262, grad_norm: 3.3538 2020-10-12 12:09:17,567 - mmaction - INFO - Epoch [35][300/1253] lr: 3.000e-03, eta: 6:57:22, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.8078, top5_acc: 0.9437, loss_cls: 0.7271, loss: 0.7271, grad_norm: 3.3737 2020-10-12 12:09:39,204 - mmaction - INFO - Epoch [35][320/1253] lr: 3.000e-03, eta: 6:56:55, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9497, loss_cls: 0.7178, loss: 0.7178, grad_norm: 3.3937 2020-10-12 12:10:01,385 - mmaction - INFO - Epoch [35][340/1253] lr: 3.000e-03, eta: 6:56:28, time: 1.109, data_time: 0.007, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9404, loss_cls: 0.7565, loss: 0.7565, grad_norm: 3.3911 2020-10-12 12:10:22,578 - mmaction - INFO - Epoch [35][360/1253] lr: 3.000e-03, eta: 6:56:00, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9409, loss_cls: 0.7615, loss: 0.7615, grad_norm: 3.3600 2020-10-12 12:10:44,042 - mmaction - INFO - Epoch [35][380/1253] lr: 3.000e-03, eta: 6:55:33, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9422, loss_cls: 0.7401, loss: 0.7401, grad_norm: 3.3849 2020-10-12 12:11:04,837 - mmaction - INFO - Epoch [35][400/1253] lr: 3.000e-03, eta: 6:55:06, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.8138, top5_acc: 0.9432, loss_cls: 0.7321, loss: 0.7321, grad_norm: 3.2641 2020-10-12 12:11:26,533 - mmaction - INFO - Epoch [35][420/1253] lr: 3.000e-03, eta: 6:54:39, time: 1.082, data_time: 0.005, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9440, loss_cls: 0.7345, loss: 0.7345, grad_norm: 3.3378 2020-10-12 12:11:46,947 - mmaction - INFO - Epoch [35][440/1253] lr: 3.000e-03, eta: 6:54:11, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9484, loss_cls: 0.7125, loss: 0.7125, grad_norm: 3.3565 2020-10-12 12:12:07,698 - mmaction - INFO - Epoch [35][460/1253] lr: 3.000e-03, eta: 6:53:44, time: 1.037, data_time: 0.002, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9443, loss_cls: 0.7632, loss: 0.7632, grad_norm: 3.4920 2020-10-12 12:12:28,441 - mmaction - INFO - Epoch [35][480/1253] lr: 3.000e-03, eta: 6:53:16, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9490, loss_cls: 0.7148, loss: 0.7148, grad_norm: 3.4046 2020-10-12 12:12:49,814 - mmaction - INFO - Epoch [35][500/1253] lr: 3.000e-03, eta: 6:52:49, time: 1.065, data_time: 0.002, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9435, loss_cls: 0.7715, loss: 0.7715, grad_norm: 3.5450 2020-10-12 12:13:11,177 - mmaction - INFO - Epoch [35][520/1253] lr: 3.000e-03, eta: 6:52:22, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9432, loss_cls: 0.7328, loss: 0.7328, grad_norm: 3.4095 2020-10-12 12:13:31,165 - mmaction - INFO - Epoch [35][540/1253] lr: 3.000e-03, eta: 6:51:54, time: 1.001, data_time: 0.003, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9396, loss_cls: 0.7529, loss: 0.7529, grad_norm: 3.3512 2020-10-12 12:13:52,780 - mmaction - INFO - Epoch [35][560/1253] lr: 3.000e-03, eta: 6:51:27, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9393, loss_cls: 0.7649, loss: 0.7649, grad_norm: 3.4393 2020-10-12 12:14:13,368 - mmaction - INFO - Epoch [35][580/1253] lr: 3.000e-03, eta: 6:51:00, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.7974, top5_acc: 0.9352, loss_cls: 0.7735, loss: 0.7735, grad_norm: 3.4765 2020-10-12 12:14:33,888 - mmaction - INFO - Epoch [35][600/1253] lr: 3.000e-03, eta: 6:50:32, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9464, loss_cls: 0.7328, loss: 0.7328, grad_norm: 3.4045 2020-10-12 12:14:54,827 - mmaction - INFO - Epoch [35][620/1253] lr: 3.000e-03, eta: 6:50:05, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.7966, top5_acc: 0.9419, loss_cls: 0.7548, loss: 0.7548, grad_norm: 3.4519 2020-10-12 12:15:16,629 - mmaction - INFO - Epoch [35][640/1253] lr: 3.000e-03, eta: 6:49:38, time: 1.089, data_time: 0.003, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9422, loss_cls: 0.7779, loss: 0.7779, grad_norm: 3.3997 2020-10-12 12:15:36,624 - mmaction - INFO - Epoch [35][660/1253] lr: 3.000e-03, eta: 6:49:10, time: 0.998, data_time: 0.005, memory: 10398, top1_acc: 0.7815, top5_acc: 0.9313, loss_cls: 0.7884, loss: 0.7884, grad_norm: 3.4444 2020-10-12 12:15:57,113 - mmaction - INFO - Epoch [35][680/1253] lr: 3.000e-03, eta: 6:48:43, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9438, loss_cls: 0.7333, loss: 0.7333, grad_norm: 3.4046 2020-10-12 12:16:18,681 - mmaction - INFO - Epoch [35][700/1253] lr: 3.000e-03, eta: 6:48:16, time: 1.078, data_time: 0.002, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9497, loss_cls: 0.7269, loss: 0.7269, grad_norm: 3.3829 2020-10-12 12:16:39,084 - mmaction - INFO - Epoch [35][720/1253] lr: 3.000e-03, eta: 6:47:48, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.8016, top5_acc: 0.9427, loss_cls: 0.7538, loss: 0.7538, grad_norm: 3.4573 2020-10-12 12:16:59,999 - mmaction - INFO - Epoch [35][740/1253] lr: 3.000e-03, eta: 6:47:21, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8003, top5_acc: 0.9430, loss_cls: 0.7574, loss: 0.7574, grad_norm: 3.4498 2020-10-12 12:17:20,773 - mmaction - INFO - Epoch [35][760/1253] lr: 3.000e-03, eta: 6:46:54, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9482, loss_cls: 0.7529, loss: 0.7529, grad_norm: 3.4250 2020-10-12 12:17:41,300 - mmaction - INFO - Epoch [35][780/1253] lr: 3.000e-03, eta: 6:46:26, time: 1.026, data_time: 0.006, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9445, loss_cls: 0.7361, loss: 0.7361, grad_norm: 3.3769 2020-10-12 12:18:01,523 - mmaction - INFO - Epoch [35][800/1253] lr: 3.000e-03, eta: 6:45:59, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.7951, top5_acc: 0.9359, loss_cls: 0.7875, loss: 0.7875, grad_norm: 3.4935 2020-10-12 12:18:22,148 - mmaction - INFO - Epoch [35][820/1253] lr: 3.000e-03, eta: 6:45:31, time: 1.031, data_time: 0.003, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9503, loss_cls: 0.7197, loss: 0.7197, grad_norm: 3.3597 2020-10-12 12:18:42,824 - mmaction - INFO - Epoch [35][840/1253] lr: 3.000e-03, eta: 6:45:04, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9482, loss_cls: 0.7119, loss: 0.7119, grad_norm: 3.3625 2020-10-12 12:19:03,714 - mmaction - INFO - Epoch [35][860/1253] lr: 3.000e-03, eta: 6:44:37, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9427, loss_cls: 0.7420, loss: 0.7420, grad_norm: 3.4427 2020-10-12 12:19:25,556 - mmaction - INFO - Epoch [35][880/1253] lr: 3.000e-03, eta: 6:44:10, time: 1.091, data_time: 0.006, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9419, loss_cls: 0.7633, loss: 0.7633, grad_norm: 3.4960 2020-10-12 12:19:45,753 - mmaction - INFO - Epoch [35][900/1253] lr: 3.000e-03, eta: 6:43:42, time: 1.011, data_time: 0.007, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9469, loss_cls: 0.7274, loss: 0.7274, grad_norm: 3.3701 2020-10-12 12:20:06,488 - mmaction - INFO - Epoch [35][920/1253] lr: 3.000e-03, eta: 6:43:15, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9385, loss_cls: 0.7376, loss: 0.7376, grad_norm: 3.3961 2020-10-12 12:20:28,100 - mmaction - INFO - Epoch [35][940/1253] lr: 3.000e-03, eta: 6:42:48, time: 1.081, data_time: 0.003, memory: 10398, top1_acc: 0.7987, top5_acc: 0.9474, loss_cls: 0.7466, loss: 0.7466, grad_norm: 3.5109 2020-10-12 12:20:47,855 - mmaction - INFO - Epoch [35][960/1253] lr: 3.000e-03, eta: 6:42:20, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9409, loss_cls: 0.7416, loss: 0.7416, grad_norm: 3.3829 2020-10-12 12:21:08,542 - mmaction - INFO - Epoch [35][980/1253] lr: 3.000e-03, eta: 6:41:53, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9445, loss_cls: 0.7798, loss: 0.7798, grad_norm: 3.5512 2020-10-12 12:21:28,387 - mmaction - INFO - Epoch [35][1000/1253] lr: 3.000e-03, eta: 6:41:25, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.7932, top5_acc: 0.9427, loss_cls: 0.7538, loss: 0.7538, grad_norm: 3.4226 2020-10-12 12:21:49,867 - mmaction - INFO - Epoch [35][1020/1253] lr: 3.000e-03, eta: 6:40:58, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.7971, top5_acc: 0.9419, loss_cls: 0.7631, loss: 0.7631, grad_norm: 3.4106 2020-10-12 12:22:10,589 - mmaction - INFO - Epoch [35][1040/1253] lr: 3.000e-03, eta: 6:40:31, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9456, loss_cls: 0.7312, loss: 0.7312, grad_norm: 3.3866 2020-10-12 12:22:30,722 - mmaction - INFO - Epoch [35][1060/1253] lr: 3.000e-03, eta: 6:40:04, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9453, loss_cls: 0.7468, loss: 0.7468, grad_norm: 3.4432 2020-10-12 12:22:51,969 - mmaction - INFO - Epoch [35][1080/1253] lr: 3.000e-03, eta: 6:39:37, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9469, loss_cls: 0.7288, loss: 0.7288, grad_norm: 3.3252 2020-10-12 12:23:12,003 - mmaction - INFO - Epoch [35][1100/1253] lr: 3.000e-03, eta: 6:39:09, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9414, loss_cls: 0.7388, loss: 0.7388, grad_norm: 3.4324 2020-10-12 12:23:34,799 - mmaction - INFO - Epoch [35][1120/1253] lr: 3.000e-03, eta: 6:38:43, time: 1.138, data_time: 0.003, memory: 10398, top1_acc: 0.8003, top5_acc: 0.9477, loss_cls: 0.7500, loss: 0.7500, grad_norm: 3.4649 2020-10-12 12:23:54,914 - mmaction - INFO - Epoch [35][1140/1253] lr: 3.000e-03, eta: 6:38:15, time: 1.008, data_time: 0.008, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9443, loss_cls: 0.7363, loss: 0.7363, grad_norm: 3.4546 2020-10-12 12:24:14,984 - mmaction - INFO - Epoch [35][1160/1253] lr: 3.000e-03, eta: 6:37:48, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9414, loss_cls: 0.7611, loss: 0.7611, grad_norm: 3.5025 2020-10-12 12:24:35,863 - mmaction - INFO - Epoch [35][1180/1253] lr: 3.000e-03, eta: 6:37:21, time: 1.042, data_time: 0.004, memory: 10398, top1_acc: 0.8008, top5_acc: 0.9417, loss_cls: 0.7563, loss: 0.7563, grad_norm: 3.4120 2020-10-12 12:24:56,825 - mmaction - INFO - Epoch [35][1200/1253] lr: 3.000e-03, eta: 6:36:53, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.7974, top5_acc: 0.9427, loss_cls: 0.7354, loss: 0.7354, grad_norm: 3.3850 2020-10-12 12:25:17,445 - mmaction - INFO - Epoch [35][1220/1253] lr: 3.000e-03, eta: 6:36:26, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9437, loss_cls: 0.7390, loss: 0.7390, grad_norm: 3.4342 2020-10-12 12:25:38,691 - mmaction - INFO - Epoch [35][1240/1253] lr: 3.000e-03, eta: 6:35:59, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.8091, top5_acc: 0.9448, loss_cls: 0.7362, loss: 0.7362, grad_norm: 3.4860 2020-10-12 12:25:51,342 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-12 12:26:18,419 - mmaction - INFO - Epoch [36][20/1253] lr: 3.000e-03, eta: 6:35:11, time: 1.276, data_time: 0.404, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9453, loss_cls: 0.7381, loss: 0.7381, grad_norm: 3.4391 2020-10-12 12:26:38,880 - mmaction - INFO - Epoch [36][40/1253] lr: 3.000e-03, eta: 6:34:43, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9443, loss_cls: 0.7256, loss: 0.7256, grad_norm: 3.3826 2020-10-12 12:26:59,493 - mmaction - INFO - Epoch [36][60/1253] lr: 3.000e-03, eta: 6:34:16, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.8120, top5_acc: 0.9422, loss_cls: 0.7105, loss: 0.7105, grad_norm: 3.3484 2020-10-12 12:27:21,162 - mmaction - INFO - Epoch [36][80/1253] lr: 3.000e-03, eta: 6:33:49, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9508, loss_cls: 0.7117, loss: 0.7117, grad_norm: 3.3901 2020-10-12 12:27:41,018 - mmaction - INFO - Epoch [36][100/1253] lr: 3.000e-03, eta: 6:33:22, time: 0.992, data_time: 0.007, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9453, loss_cls: 0.7268, loss: 0.7268, grad_norm: 3.3737 2020-10-12 12:28:01,833 - mmaction - INFO - Epoch [36][120/1253] lr: 3.000e-03, eta: 6:32:55, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.8109, top5_acc: 0.9487, loss_cls: 0.7044, loss: 0.7044, grad_norm: 3.3693 2020-10-12 12:28:22,211 - mmaction - INFO - Epoch [36][140/1253] lr: 3.000e-03, eta: 6:32:27, time: 1.018, data_time: 0.003, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9445, loss_cls: 0.7428, loss: 0.7428, grad_norm: 3.4626 2020-10-12 12:28:44,164 - mmaction - INFO - Epoch [36][160/1253] lr: 3.000e-03, eta: 6:32:01, time: 1.099, data_time: 0.006, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9471, loss_cls: 0.7130, loss: 0.7130, grad_norm: 3.4346 2020-10-12 12:29:05,288 - mmaction - INFO - Epoch [36][180/1253] lr: 3.000e-03, eta: 6:31:34, time: 1.055, data_time: 0.007, memory: 10398, top1_acc: 0.7992, top5_acc: 0.9432, loss_cls: 0.7483, loss: 0.7483, grad_norm: 3.4455 2020-10-12 12:29:26,080 - mmaction - INFO - Epoch [36][200/1253] lr: 3.000e-03, eta: 6:31:06, time: 1.041, data_time: 0.006, memory: 10398, top1_acc: 0.8091, top5_acc: 0.9490, loss_cls: 0.7284, loss: 0.7284, grad_norm: 3.4731 2020-10-12 12:29:47,518 - mmaction - INFO - Epoch [36][220/1253] lr: 3.000e-03, eta: 6:30:40, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9474, loss_cls: 0.7038, loss: 0.7038, grad_norm: 3.3593 2020-10-12 12:30:10,069 - mmaction - INFO - Epoch [36][240/1253] lr: 3.000e-03, eta: 6:30:13, time: 1.130, data_time: 0.007, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9448, loss_cls: 0.7516, loss: 0.7516, grad_norm: 3.4508 2020-10-12 12:30:30,530 - mmaction - INFO - Epoch [36][260/1253] lr: 3.000e-03, eta: 6:29:46, time: 1.025, data_time: 0.003, memory: 10398, top1_acc: 0.8135, top5_acc: 0.9448, loss_cls: 0.7193, loss: 0.7193, grad_norm: 3.3657 2020-10-12 12:30:50,979 - mmaction - INFO - Epoch [36][280/1253] lr: 3.000e-03, eta: 6:29:19, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.8182, top5_acc: 0.9482, loss_cls: 0.7140, loss: 0.7140, grad_norm: 3.4095 2020-10-12 12:31:11,271 - mmaction - INFO - Epoch [36][300/1253] lr: 3.000e-03, eta: 6:28:51, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9435, loss_cls: 0.7357, loss: 0.7357, grad_norm: 3.4563 2020-10-12 12:31:31,876 - mmaction - INFO - Epoch [36][320/1253] lr: 3.000e-03, eta: 6:28:24, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9435, loss_cls: 0.7377, loss: 0.7377, grad_norm: 3.4760 2020-10-12 12:31:53,422 - mmaction - INFO - Epoch [36][340/1253] lr: 3.000e-03, eta: 6:27:58, time: 1.077, data_time: 0.007, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9326, loss_cls: 0.7689, loss: 0.7689, grad_norm: 3.4755 2020-10-12 12:32:13,780 - mmaction - INFO - Epoch [36][360/1253] lr: 3.000e-03, eta: 6:27:30, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9438, loss_cls: 0.7238, loss: 0.7238, grad_norm: 3.4091 2020-10-12 12:32:35,328 - mmaction - INFO - Epoch [36][380/1253] lr: 3.000e-03, eta: 6:27:04, time: 1.076, data_time: 0.002, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9458, loss_cls: 0.6911, loss: 0.6911, grad_norm: 3.3771 2020-10-12 12:32:55,686 - mmaction - INFO - Epoch [36][400/1253] lr: 3.000e-03, eta: 6:26:36, time: 1.016, data_time: 0.007, memory: 10398, top1_acc: 0.7982, top5_acc: 0.9464, loss_cls: 0.7443, loss: 0.7443, grad_norm: 3.5018 2020-10-12 12:33:16,909 - mmaction - INFO - Epoch [36][420/1253] lr: 3.000e-03, eta: 6:26:09, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.8169, top5_acc: 0.9443, loss_cls: 0.7202, loss: 0.7202, grad_norm: 3.3680 2020-10-12 12:33:36,827 - mmaction - INFO - Epoch [36][440/1253] lr: 3.000e-03, eta: 6:25:42, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9451, loss_cls: 0.7205, loss: 0.7205, grad_norm: 3.4609 2020-10-12 12:33:59,122 - mmaction - INFO - Epoch [36][460/1253] lr: 3.000e-03, eta: 6:25:16, time: 1.115, data_time: 0.006, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9396, loss_cls: 0.7590, loss: 0.7590, grad_norm: 3.4778 2020-10-12 12:34:19,987 - mmaction - INFO - Epoch [36][480/1253] lr: 3.000e-03, eta: 6:24:49, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9500, loss_cls: 0.7236, loss: 0.7236, grad_norm: 3.3954 2020-10-12 12:34:40,522 - mmaction - INFO - Epoch [36][500/1253] lr: 3.000e-03, eta: 6:24:21, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9417, loss_cls: 0.7436, loss: 0.7436, grad_norm: 3.4166 2020-10-12 12:35:01,499 - mmaction - INFO - Epoch [36][520/1253] lr: 3.000e-03, eta: 6:23:54, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9396, loss_cls: 0.7686, loss: 0.7686, grad_norm: 3.5371 2020-10-12 12:35:22,269 - mmaction - INFO - Epoch [36][540/1253] lr: 3.000e-03, eta: 6:23:27, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9409, loss_cls: 0.7563, loss: 0.7563, grad_norm: 3.5189 2020-10-12 12:35:43,786 - mmaction - INFO - Epoch [36][560/1253] lr: 3.000e-03, eta: 6:23:01, time: 1.074, data_time: 0.007, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9487, loss_cls: 0.7166, loss: 0.7166, grad_norm: 3.4237 2020-10-12 12:36:04,615 - mmaction - INFO - Epoch [36][580/1253] lr: 3.000e-03, eta: 6:22:34, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.8076, top5_acc: 0.9461, loss_cls: 0.7423, loss: 0.7423, grad_norm: 3.4148 2020-10-12 12:36:24,857 - mmaction - INFO - Epoch [36][600/1253] lr: 3.000e-03, eta: 6:22:06, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9458, loss_cls: 0.7233, loss: 0.7233, grad_norm: 3.4309 2020-10-12 12:36:46,151 - mmaction - INFO - Epoch [36][620/1253] lr: 3.000e-03, eta: 6:21:40, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9393, loss_cls: 0.7370, loss: 0.7370, grad_norm: 3.4301 2020-10-12 12:37:07,046 - mmaction - INFO - Epoch [36][640/1253] lr: 3.000e-03, eta: 6:21:13, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9453, loss_cls: 0.7067, loss: 0.7067, grad_norm: 3.3463 2020-10-12 12:37:28,065 - mmaction - INFO - Epoch [36][660/1253] lr: 3.000e-03, eta: 6:20:46, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.8091, top5_acc: 0.9464, loss_cls: 0.7300, loss: 0.7300, grad_norm: 3.3888 2020-10-12 12:37:48,568 - mmaction - INFO - Epoch [36][680/1253] lr: 3.000e-03, eta: 6:20:19, time: 1.026, data_time: 0.007, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9414, loss_cls: 0.7388, loss: 0.7388, grad_norm: 3.4194 2020-10-12 12:38:09,429 - mmaction - INFO - Epoch [36][700/1253] lr: 3.000e-03, eta: 6:19:52, time: 1.044, data_time: 0.003, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9453, loss_cls: 0.7341, loss: 0.7341, grad_norm: 3.4548 2020-10-12 12:38:31,424 - mmaction - INFO - Epoch [36][720/1253] lr: 3.000e-03, eta: 6:19:25, time: 1.097, data_time: 0.005, memory: 10398, top1_acc: 0.8003, top5_acc: 0.9422, loss_cls: 0.7661, loss: 0.7661, grad_norm: 3.5816 2020-10-12 12:38:52,332 - mmaction - INFO - Epoch [36][740/1253] lr: 3.000e-03, eta: 6:18:58, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.7948, top5_acc: 0.9372, loss_cls: 0.7690, loss: 0.7690, grad_norm: 3.5118 2020-10-12 12:39:13,133 - mmaction - INFO - Epoch [36][760/1253] lr: 3.000e-03, eta: 6:18:31, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9417, loss_cls: 0.7623, loss: 0.7623, grad_norm: 3.5111 2020-10-12 12:39:34,678 - mmaction - INFO - Epoch [36][780/1253] lr: 3.000e-03, eta: 6:18:05, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9445, loss_cls: 0.7356, loss: 0.7356, grad_norm: 3.4302 2020-10-12 12:39:55,639 - mmaction - INFO - Epoch [36][800/1253] lr: 3.000e-03, eta: 6:17:38, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.8143, top5_acc: 0.9464, loss_cls: 0.7382, loss: 0.7382, grad_norm: 3.4761 2020-10-12 12:40:16,207 - mmaction - INFO - Epoch [36][820/1253] lr: 3.000e-03, eta: 6:17:11, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9477, loss_cls: 0.7286, loss: 0.7286, grad_norm: 3.4755 2020-10-12 12:40:37,199 - mmaction - INFO - Epoch [36][840/1253] lr: 3.000e-03, eta: 6:16:44, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9409, loss_cls: 0.7463, loss: 0.7463, grad_norm: 3.4753 2020-10-12 12:40:57,647 - mmaction - INFO - Epoch [36][860/1253] lr: 3.000e-03, eta: 6:16:17, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9396, loss_cls: 0.7609, loss: 0.7609, grad_norm: 3.5302 2020-10-12 12:41:19,236 - mmaction - INFO - Epoch [36][880/1253] lr: 3.000e-03, eta: 6:15:50, time: 1.079, data_time: 0.002, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9445, loss_cls: 0.7250, loss: 0.7250, grad_norm: 3.5130 2020-10-12 12:41:40,988 - mmaction - INFO - Epoch [36][900/1253] lr: 3.000e-03, eta: 6:15:24, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9440, loss_cls: 0.7439, loss: 0.7439, grad_norm: 3.5065 2020-10-12 12:42:01,656 - mmaction - INFO - Epoch [36][920/1253] lr: 3.000e-03, eta: 6:14:57, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9378, loss_cls: 0.7741, loss: 0.7741, grad_norm: 3.4969 2020-10-12 12:42:22,018 - mmaction - INFO - Epoch [36][940/1253] lr: 3.000e-03, eta: 6:14:30, time: 1.020, data_time: 0.004, memory: 10398, top1_acc: 0.7906, top5_acc: 0.9411, loss_cls: 0.7611, loss: 0.7611, grad_norm: 3.5799 2020-10-12 12:42:43,662 - mmaction - INFO - Epoch [36][960/1253] lr: 3.000e-03, eta: 6:14:03, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9411, loss_cls: 0.7218, loss: 0.7218, grad_norm: 3.3920 2020-10-12 12:43:03,962 - mmaction - INFO - Epoch [36][980/1253] lr: 3.000e-03, eta: 6:13:36, time: 1.015, data_time: 0.002, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9479, loss_cls: 0.7248, loss: 0.7248, grad_norm: 3.4107 2020-10-12 12:43:25,689 - mmaction - INFO - Epoch [36][1000/1253] lr: 3.000e-03, eta: 6:13:09, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9388, loss_cls: 0.7794, loss: 0.7794, grad_norm: 3.5065 2020-10-12 12:43:47,490 - mmaction - INFO - Epoch [36][1020/1253] lr: 3.000e-03, eta: 6:12:43, time: 1.089, data_time: 0.004, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9409, loss_cls: 0.7492, loss: 0.7492, grad_norm: 3.4643 2020-10-12 12:44:09,065 - mmaction - INFO - Epoch [36][1040/1253] lr: 3.000e-03, eta: 6:12:16, time: 1.079, data_time: 0.004, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9398, loss_cls: 0.7771, loss: 0.7771, grad_norm: 3.5365 2020-10-12 12:44:30,602 - mmaction - INFO - Epoch [36][1060/1253] lr: 3.000e-03, eta: 6:11:50, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.7875, top5_acc: 0.9409, loss_cls: 0.7981, loss: 0.7981, grad_norm: 3.6123 2020-10-12 12:44:51,567 - mmaction - INFO - Epoch [36][1080/1253] lr: 3.000e-03, eta: 6:11:23, time: 1.049, data_time: 0.007, memory: 10398, top1_acc: 0.7924, top5_acc: 0.9388, loss_cls: 0.7776, loss: 0.7776, grad_norm: 3.6213 2020-10-12 12:45:13,297 - mmaction - INFO - Epoch [36][1100/1253] lr: 3.000e-03, eta: 6:10:56, time: 1.086, data_time: 0.004, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9482, loss_cls: 0.7374, loss: 0.7374, grad_norm: 3.4886 2020-10-12 12:45:34,736 - mmaction - INFO - Epoch [36][1120/1253] lr: 3.000e-03, eta: 6:10:30, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9419, loss_cls: 0.7400, loss: 0.7400, grad_norm: 3.4522 2020-10-12 12:45:55,915 - mmaction - INFO - Epoch [36][1140/1253] lr: 3.000e-03, eta: 6:10:03, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9440, loss_cls: 0.7597, loss: 0.7597, grad_norm: 3.5244 2020-10-12 12:46:17,083 - mmaction - INFO - Epoch [36][1160/1253] lr: 3.000e-03, eta: 6:09:36, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.7971, top5_acc: 0.9448, loss_cls: 0.7645, loss: 0.7645, grad_norm: 3.4868 2020-10-12 12:46:38,405 - mmaction - INFO - Epoch [36][1180/1253] lr: 3.000e-03, eta: 6:09:10, time: 1.063, data_time: 0.005, memory: 10398, top1_acc: 0.8008, top5_acc: 0.9414, loss_cls: 0.7507, loss: 0.7507, grad_norm: 3.6015 2020-10-12 12:46:59,161 - mmaction - INFO - Epoch [36][1200/1253] lr: 3.000e-03, eta: 6:08:43, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9458, loss_cls: 0.7500, loss: 0.7500, grad_norm: 3.5214 2020-10-12 12:47:20,179 - mmaction - INFO - Epoch [36][1220/1253] lr: 3.000e-03, eta: 6:08:16, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.7958, top5_acc: 0.9409, loss_cls: 0.7578, loss: 0.7578, grad_norm: 3.5416 2020-10-12 12:47:42,654 - mmaction - INFO - Epoch [36][1240/1253] lr: 3.000e-03, eta: 6:07:50, time: 1.120, data_time: 0.004, memory: 10398, top1_acc: 0.8089, top5_acc: 0.9427, loss_cls: 0.7278, loss: 0.7278, grad_norm: 3.4503 2020-10-12 12:48:23,908 - mmaction - INFO - Epoch [37][20/1253] lr: 3.000e-03, eta: 6:07:03, time: 1.397, data_time: 0.468, memory: 10398, top1_acc: 0.8122, top5_acc: 0.9529, loss_cls: 0.7014, loss: 0.7014, grad_norm: 3.4283 2020-10-12 12:48:44,899 - mmaction - INFO - Epoch [37][40/1253] lr: 3.000e-03, eta: 6:06:36, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.8109, top5_acc: 0.9430, loss_cls: 0.7394, loss: 0.7394, grad_norm: 3.4151 2020-10-12 12:49:07,247 - mmaction - INFO - Epoch [37][60/1253] lr: 3.000e-03, eta: 6:06:10, time: 1.115, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9484, loss_cls: 0.7391, loss: 0.7391, grad_norm: 3.4743 2020-10-12 12:49:27,756 - mmaction - INFO - Epoch [37][80/1253] lr: 3.000e-03, eta: 6:05:43, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.8185, top5_acc: 0.9513, loss_cls: 0.6843, loss: 0.6843, grad_norm: 3.3608 2020-10-12 12:49:48,946 - mmaction - INFO - Epoch [37][100/1253] lr: 3.000e-03, eta: 6:05:17, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.8151, top5_acc: 0.9482, loss_cls: 0.7073, loss: 0.7073, grad_norm: 3.4476 2020-10-12 12:50:10,216 - mmaction - INFO - Epoch [37][120/1253] lr: 3.000e-03, eta: 6:04:50, time: 1.063, data_time: 0.004, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9482, loss_cls: 0.7286, loss: 0.7286, grad_norm: 3.4855 2020-10-12 12:50:30,871 - mmaction - INFO - Epoch [37][140/1253] lr: 3.000e-03, eta: 6:04:23, time: 1.033, data_time: 0.003, memory: 10398, top1_acc: 0.8068, top5_acc: 0.9482, loss_cls: 0.7142, loss: 0.7142, grad_norm: 3.4666 2020-10-12 12:50:51,786 - mmaction - INFO - Epoch [37][160/1253] lr: 3.000e-03, eta: 6:03:56, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9461, loss_cls: 0.7183, loss: 0.7183, grad_norm: 3.3617 2020-10-12 12:51:13,736 - mmaction - INFO - Epoch [37][180/1253] lr: 3.000e-03, eta: 6:03:30, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.8180, top5_acc: 0.9474, loss_cls: 0.6927, loss: 0.6927, grad_norm: 3.4004 2020-10-12 12:51:34,112 - mmaction - INFO - Epoch [37][200/1253] lr: 3.000e-03, eta: 6:03:03, time: 1.017, data_time: 0.006, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9430, loss_cls: 0.7282, loss: 0.7282, grad_norm: 3.4098 2020-10-12 12:51:55,482 - mmaction - INFO - Epoch [37][220/1253] lr: 3.000e-03, eta: 6:02:37, time: 1.070, data_time: 0.006, memory: 10398, top1_acc: 0.8102, top5_acc: 0.9453, loss_cls: 0.7275, loss: 0.7275, grad_norm: 3.5522 2020-10-12 12:52:17,431 - mmaction - INFO - Epoch [37][240/1253] lr: 3.000e-03, eta: 6:02:10, time: 1.098, data_time: 0.003, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9398, loss_cls: 0.7446, loss: 0.7446, grad_norm: 3.4212 2020-10-12 12:52:38,859 - mmaction - INFO - Epoch [37][260/1253] lr: 3.000e-03, eta: 6:01:44, time: 1.071, data_time: 0.006, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9516, loss_cls: 0.6842, loss: 0.6842, grad_norm: 3.3491 2020-10-12 12:53:00,438 - mmaction - INFO - Epoch [37][280/1253] lr: 3.000e-03, eta: 6:01:17, time: 1.079, data_time: 0.003, memory: 10398, top1_acc: 0.8102, top5_acc: 0.9448, loss_cls: 0.7244, loss: 0.7244, grad_norm: 3.4347 2020-10-12 12:53:20,905 - mmaction - INFO - Epoch [37][300/1253] lr: 3.000e-03, eta: 6:00:50, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.7982, top5_acc: 0.9435, loss_cls: 0.7343, loss: 0.7343, grad_norm: 3.4700 2020-10-12 12:53:42,276 - mmaction - INFO - Epoch [37][320/1253] lr: 3.000e-03, eta: 6:00:24, time: 1.069, data_time: 0.007, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9469, loss_cls: 0.7442, loss: 0.7442, grad_norm: 3.5251 2020-10-12 12:54:02,828 - mmaction - INFO - Epoch [37][340/1253] lr: 3.000e-03, eta: 5:59:57, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.7987, top5_acc: 0.9495, loss_cls: 0.7251, loss: 0.7251, grad_norm: 3.5154 2020-10-12 12:54:23,841 - mmaction - INFO - Epoch [37][360/1253] lr: 3.000e-03, eta: 5:59:30, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.8063, top5_acc: 0.9456, loss_cls: 0.7281, loss: 0.7281, grad_norm: 3.4141 2020-10-12 12:54:45,417 - mmaction - INFO - Epoch [37][380/1253] lr: 3.000e-03, eta: 5:59:04, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9453, loss_cls: 0.7289, loss: 0.7289, grad_norm: 3.4515 2020-10-12 12:55:07,035 - mmaction - INFO - Epoch [37][400/1253] lr: 3.000e-03, eta: 5:58:37, time: 1.077, data_time: 0.004, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9440, loss_cls: 0.7375, loss: 0.7375, grad_norm: 3.5462 2020-10-12 12:55:29,345 - mmaction - INFO - Epoch [37][420/1253] lr: 3.000e-03, eta: 5:58:11, time: 1.121, data_time: 0.007, memory: 10398, top1_acc: 0.8078, top5_acc: 0.9513, loss_cls: 0.7127, loss: 0.7127, grad_norm: 3.5058 2020-10-12 12:55:50,694 - mmaction - INFO - Epoch [37][440/1253] lr: 3.000e-03, eta: 5:57:45, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9427, loss_cls: 0.7318, loss: 0.7318, grad_norm: 3.5338 2020-10-12 12:56:11,115 - mmaction - INFO - Epoch [37][460/1253] lr: 3.000e-03, eta: 5:57:18, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9378, loss_cls: 0.7545, loss: 0.7545, grad_norm: 3.5441 2020-10-12 12:56:32,295 - mmaction - INFO - Epoch [37][480/1253] lr: 3.000e-03, eta: 5:56:51, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.7938, top5_acc: 0.9422, loss_cls: 0.7573, loss: 0.7573, grad_norm: 3.5810 2020-10-12 12:56:54,083 - mmaction - INFO - Epoch [37][500/1253] lr: 3.000e-03, eta: 5:56:25, time: 1.090, data_time: 0.006, memory: 10398, top1_acc: 0.8117, top5_acc: 0.9492, loss_cls: 0.7111, loss: 0.7111, grad_norm: 3.4439 2020-10-12 12:57:15,457 - mmaction - INFO - Epoch [37][520/1253] lr: 3.000e-03, eta: 5:55:59, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.8122, top5_acc: 0.9477, loss_cls: 0.7199, loss: 0.7199, grad_norm: 3.4534 2020-10-12 12:57:36,555 - mmaction - INFO - Epoch [37][540/1253] lr: 3.000e-03, eta: 5:55:32, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.8068, top5_acc: 0.9422, loss_cls: 0.7278, loss: 0.7278, grad_norm: 3.4211 2020-10-12 12:57:58,540 - mmaction - INFO - Epoch [37][560/1253] lr: 3.000e-03, eta: 5:55:06, time: 1.099, data_time: 0.007, memory: 10398, top1_acc: 0.8135, top5_acc: 0.9464, loss_cls: 0.7217, loss: 0.7217, grad_norm: 3.5226 2020-10-12 12:58:19,313 - mmaction - INFO - Epoch [37][580/1253] lr: 3.000e-03, eta: 5:54:39, time: 1.042, data_time: 0.007, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9419, loss_cls: 0.7470, loss: 0.7470, grad_norm: 3.5607 2020-10-12 12:58:41,019 - mmaction - INFO - Epoch [37][600/1253] lr: 3.000e-03, eta: 5:54:13, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.7945, top5_acc: 0.9461, loss_cls: 0.7507, loss: 0.7507, grad_norm: 3.4637 2020-10-12 12:59:02,678 - mmaction - INFO - Epoch [37][620/1253] lr: 3.000e-03, eta: 5:53:46, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.8102, top5_acc: 0.9471, loss_cls: 0.7145, loss: 0.7145, grad_norm: 3.5062 2020-10-12 12:59:23,020 - mmaction - INFO - Epoch [37][640/1253] lr: 3.000e-03, eta: 5:53:19, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9432, loss_cls: 0.7263, loss: 0.7263, grad_norm: 3.4485 2020-10-12 12:59:44,060 - mmaction - INFO - Epoch [37][660/1253] lr: 3.000e-03, eta: 5:52:53, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9445, loss_cls: 0.7322, loss: 0.7322, grad_norm: 3.4777 2020-10-12 13:00:10,777 - mmaction - INFO - Epoch [37][680/1253] lr: 3.000e-03, eta: 5:52:28, time: 1.331, data_time: 0.007, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9430, loss_cls: 0.7479, loss: 0.7479, grad_norm: 3.4892 2020-10-12 13:00:31,559 - mmaction - INFO - Epoch [37][700/1253] lr: 3.000e-03, eta: 5:52:02, time: 1.047, data_time: 0.016, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9445, loss_cls: 0.7140, loss: 0.7140, grad_norm: 3.4777 2020-10-12 13:00:53,364 - mmaction - INFO - Epoch [37][720/1253] lr: 3.000e-03, eta: 5:51:35, time: 1.089, data_time: 0.005, memory: 10398, top1_acc: 0.7984, top5_acc: 0.9427, loss_cls: 0.7704, loss: 0.7704, grad_norm: 3.6304 2020-10-12 13:01:14,395 - mmaction - INFO - Epoch [37][740/1253] lr: 3.000e-03, eta: 5:51:09, time: 1.053, data_time: 0.004, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9443, loss_cls: 0.7284, loss: 0.7284, grad_norm: 3.5057 2020-10-12 13:01:36,589 - mmaction - INFO - Epoch [37][760/1253] lr: 3.000e-03, eta: 5:50:43, time: 1.107, data_time: 0.004, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9555, loss_cls: 0.6937, loss: 0.6937, grad_norm: 3.4362 2020-10-12 13:01:58,716 - mmaction - INFO - Epoch [37][780/1253] lr: 3.000e-03, eta: 5:50:17, time: 1.107, data_time: 0.006, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9406, loss_cls: 0.7553, loss: 0.7553, grad_norm: 3.5056 2020-10-12 13:02:20,226 - mmaction - INFO - Epoch [37][800/1253] lr: 3.000e-03, eta: 5:49:50, time: 1.074, data_time: 0.006, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9430, loss_cls: 0.7387, loss: 0.7387, grad_norm: 3.5331 2020-10-12 13:02:41,290 - mmaction - INFO - Epoch [37][820/1253] lr: 3.000e-03, eta: 5:49:24, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9453, loss_cls: 0.7336, loss: 0.7336, grad_norm: 3.4644 2020-10-12 13:03:02,443 - mmaction - INFO - Epoch [37][840/1253] lr: 3.000e-03, eta: 5:48:57, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9464, loss_cls: 0.7273, loss: 0.7273, grad_norm: 3.4783 2020-10-12 13:03:23,904 - mmaction - INFO - Epoch [37][860/1253] lr: 3.000e-03, eta: 5:48:31, time: 1.075, data_time: 0.006, memory: 10398, top1_acc: 0.7927, top5_acc: 0.9391, loss_cls: 0.7650, loss: 0.7650, grad_norm: 3.5804 2020-10-12 13:03:45,407 - mmaction - INFO - Epoch [37][880/1253] lr: 3.000e-03, eta: 5:48:04, time: 1.075, data_time: 0.005, memory: 10398, top1_acc: 0.8143, top5_acc: 0.9393, loss_cls: 0.7317, loss: 0.7317, grad_norm: 3.4998 2020-10-12 13:04:06,294 - mmaction - INFO - Epoch [37][900/1253] lr: 3.000e-03, eta: 5:47:38, time: 1.045, data_time: 0.004, memory: 10398, top1_acc: 0.7961, top5_acc: 0.9422, loss_cls: 0.7741, loss: 0.7741, grad_norm: 3.5752 2020-10-12 13:04:28,028 - mmaction - INFO - Epoch [37][920/1253] lr: 3.000e-03, eta: 5:47:12, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9437, loss_cls: 0.7261, loss: 0.7261, grad_norm: 3.4641 2020-10-12 13:04:49,942 - mmaction - INFO - Epoch [37][940/1253] lr: 3.000e-03, eta: 5:46:45, time: 1.097, data_time: 0.006, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9484, loss_cls: 0.7137, loss: 0.7137, grad_norm: 3.4915 2020-10-12 13:05:10,676 - mmaction - INFO - Epoch [37][960/1253] lr: 3.000e-03, eta: 5:46:19, time: 1.037, data_time: 0.003, memory: 10398, top1_acc: 0.8120, top5_acc: 0.9471, loss_cls: 0.7086, loss: 0.7086, grad_norm: 3.4708 2020-10-12 13:05:31,541 - mmaction - INFO - Epoch [37][980/1253] lr: 3.000e-03, eta: 5:45:52, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9378, loss_cls: 0.7562, loss: 0.7562, grad_norm: 3.5530 2020-10-12 13:05:54,181 - mmaction - INFO - Epoch [37][1000/1253] lr: 3.000e-03, eta: 5:45:26, time: 1.129, data_time: 0.004, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9437, loss_cls: 0.7373, loss: 0.7373, grad_norm: 3.5635 2020-10-12 13:06:14,687 - mmaction - INFO - Epoch [37][1020/1253] lr: 3.000e-03, eta: 5:45:00, time: 1.028, data_time: 0.005, memory: 10398, top1_acc: 0.7997, top5_acc: 0.9430, loss_cls: 0.7453, loss: 0.7453, grad_norm: 3.4223 2020-10-12 13:06:36,308 - mmaction - INFO - Epoch [37][1040/1253] lr: 3.000e-03, eta: 5:44:33, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9385, loss_cls: 0.7521, loss: 0.7521, grad_norm: 3.5750 2020-10-12 13:06:57,772 - mmaction - INFO - Epoch [37][1060/1253] lr: 3.000e-03, eta: 5:44:07, time: 1.073, data_time: 0.007, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9404, loss_cls: 0.7436, loss: 0.7436, grad_norm: 3.5035 2020-10-12 13:07:19,138 - mmaction - INFO - Epoch [37][1080/1253] lr: 3.000e-03, eta: 5:43:41, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.7977, top5_acc: 0.9385, loss_cls: 0.7629, loss: 0.7629, grad_norm: 3.5512 2020-10-12 13:07:40,528 - mmaction - INFO - Epoch [37][1100/1253] lr: 3.000e-03, eta: 5:43:14, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.7987, top5_acc: 0.9411, loss_cls: 0.7561, loss: 0.7561, grad_norm: 3.5560 2020-10-12 13:08:01,593 - mmaction - INFO - Epoch [37][1120/1253] lr: 3.000e-03, eta: 5:42:48, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.7995, top5_acc: 0.9471, loss_cls: 0.7640, loss: 0.7640, grad_norm: 3.6501 2020-10-12 13:08:22,704 - mmaction - INFO - Epoch [37][1140/1253] lr: 3.000e-03, eta: 5:42:21, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.8068, top5_acc: 0.9430, loss_cls: 0.7674, loss: 0.7674, grad_norm: 3.6638 2020-10-12 13:08:44,344 - mmaction - INFO - Epoch [37][1160/1253] lr: 3.000e-03, eta: 5:41:55, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9458, loss_cls: 0.7248, loss: 0.7248, grad_norm: 3.5022 2020-10-12 13:09:04,651 - mmaction - INFO - Epoch [37][1180/1253] lr: 3.000e-03, eta: 5:41:28, time: 1.017, data_time: 0.005, memory: 10398, top1_acc: 0.7896, top5_acc: 0.9393, loss_cls: 0.7724, loss: 0.7724, grad_norm: 3.6249 2020-10-12 13:09:26,289 - mmaction - INFO - Epoch [37][1200/1253] lr: 3.000e-03, eta: 5:41:02, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9437, loss_cls: 0.7453, loss: 0.7453, grad_norm: 3.5213 2020-10-12 13:09:47,726 - mmaction - INFO - Epoch [37][1220/1253] lr: 3.000e-03, eta: 5:40:36, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8008, top5_acc: 0.9388, loss_cls: 0.7502, loss: 0.7502, grad_norm: 3.5046 2020-10-12 13:10:09,974 - mmaction - INFO - Epoch [37][1240/1253] lr: 3.000e-03, eta: 5:40:10, time: 1.116, data_time: 0.008, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9427, loss_cls: 0.7401, loss: 0.7401, grad_norm: 3.5748 2020-10-12 13:10:55,147 - mmaction - INFO - Epoch [38][20/1253] lr: 3.000e-03, eta: 5:39:25, time: 1.597, data_time: 0.701, memory: 10398, top1_acc: 0.7956, top5_acc: 0.9448, loss_cls: 0.7570, loss: 0.7570, grad_norm: 3.5527 2020-10-12 13:11:16,055 - mmaction - INFO - Epoch [38][40/1253] lr: 3.000e-03, eta: 5:38:59, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.8161, top5_acc: 0.9458, loss_cls: 0.7035, loss: 0.7035, grad_norm: 3.3473 2020-10-12 13:11:36,479 - mmaction - INFO - Epoch [38][60/1253] lr: 3.000e-03, eta: 5:38:32, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9443, loss_cls: 0.7187, loss: 0.7187, grad_norm: 3.5125 2020-10-12 13:11:58,798 - mmaction - INFO - Epoch [38][80/1253] lr: 3.000e-03, eta: 5:38:06, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.8182, top5_acc: 0.9456, loss_cls: 0.6894, loss: 0.6894, grad_norm: 3.4160 2020-10-12 13:12:19,681 - mmaction - INFO - Epoch [38][100/1253] lr: 3.000e-03, eta: 5:37:40, time: 1.079, data_time: 0.040, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9398, loss_cls: 0.7308, loss: 0.7308, grad_norm: 3.4480 2020-10-12 13:12:41,094 - mmaction - INFO - Epoch [38][120/1253] lr: 3.000e-03, eta: 5:37:13, time: 1.071, data_time: 0.007, memory: 10398, top1_acc: 0.8076, top5_acc: 0.9453, loss_cls: 0.7244, loss: 0.7244, grad_norm: 3.5043 2020-10-12 13:13:02,320 - mmaction - INFO - Epoch [38][140/1253] lr: 3.000e-03, eta: 5:36:47, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9469, loss_cls: 0.7210, loss: 0.7210, grad_norm: 3.5850 2020-10-12 13:13:24,357 - mmaction - INFO - Epoch [38][160/1253] lr: 3.000e-03, eta: 5:36:21, time: 1.104, data_time: 0.006, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9500, loss_cls: 0.7165, loss: 0.7165, grad_norm: 3.5259 2020-10-12 13:13:45,053 - mmaction - INFO - Epoch [38][180/1253] lr: 3.000e-03, eta: 5:35:54, time: 1.035, data_time: 0.004, memory: 10398, top1_acc: 0.8172, top5_acc: 0.9510, loss_cls: 0.6788, loss: 0.6788, grad_norm: 3.4321 2020-10-12 13:14:05,626 - mmaction - INFO - Epoch [38][200/1253] lr: 3.000e-03, eta: 5:35:28, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9482, loss_cls: 0.7234, loss: 0.7234, grad_norm: 3.5336 2020-10-12 13:14:27,722 - mmaction - INFO - Epoch [38][220/1253] lr: 3.000e-03, eta: 5:35:02, time: 1.106, data_time: 0.005, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9451, loss_cls: 0.7148, loss: 0.7148, grad_norm: 3.4642 2020-10-12 13:14:48,350 - mmaction - INFO - Epoch [38][240/1253] lr: 3.000e-03, eta: 5:34:35, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9500, loss_cls: 0.7123, loss: 0.7123, grad_norm: 3.4843 2020-10-12 13:15:10,134 - mmaction - INFO - Epoch [38][260/1253] lr: 3.000e-03, eta: 5:34:09, time: 1.087, data_time: 0.004, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9469, loss_cls: 0.7169, loss: 0.7169, grad_norm: 3.4315 2020-10-12 13:15:30,753 - mmaction - INFO - Epoch [38][280/1253] lr: 3.000e-03, eta: 5:33:43, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9443, loss_cls: 0.7057, loss: 0.7057, grad_norm: 3.4514 2020-10-12 13:15:51,427 - mmaction - INFO - Epoch [38][300/1253] lr: 3.000e-03, eta: 5:33:16, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.8193, top5_acc: 0.9510, loss_cls: 0.6993, loss: 0.6993, grad_norm: 3.4178 2020-10-12 13:16:12,047 - mmaction - INFO - Epoch [38][320/1253] lr: 3.000e-03, eta: 5:32:50, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9513, loss_cls: 0.7270, loss: 0.7270, grad_norm: 3.5733 2020-10-12 13:16:34,142 - mmaction - INFO - Epoch [38][340/1253] lr: 3.000e-03, eta: 5:32:24, time: 1.104, data_time: 0.006, memory: 10398, top1_acc: 0.8156, top5_acc: 0.9516, loss_cls: 0.6841, loss: 0.6841, grad_norm: 3.4745 2020-10-12 13:16:54,626 - mmaction - INFO - Epoch [38][360/1253] lr: 3.000e-03, eta: 5:31:57, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.8109, top5_acc: 0.9474, loss_cls: 0.7020, loss: 0.7020, grad_norm: 3.4873 2020-10-12 13:17:17,080 - mmaction - INFO - Epoch [38][380/1253] lr: 3.000e-03, eta: 5:31:31, time: 1.125, data_time: 0.004, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9536, loss_cls: 0.6795, loss: 0.6795, grad_norm: 3.4795 2020-10-12 13:17:38,024 - mmaction - INFO - Epoch [38][400/1253] lr: 3.000e-03, eta: 5:31:05, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9456, loss_cls: 0.7145, loss: 0.7145, grad_norm: 3.4870 2020-10-12 13:17:59,295 - mmaction - INFO - Epoch [38][420/1253] lr: 3.000e-03, eta: 5:30:38, time: 1.063, data_time: 0.007, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9451, loss_cls: 0.7389, loss: 0.7389, grad_norm: 3.6397 2020-10-12 13:18:20,699 - mmaction - INFO - Epoch [38][440/1253] lr: 3.000e-03, eta: 5:30:12, time: 1.073, data_time: 0.009, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9370, loss_cls: 0.7529, loss: 0.7529, grad_norm: 3.5205 2020-10-12 13:18:43,137 - mmaction - INFO - Epoch [38][460/1253] lr: 3.000e-03, eta: 5:29:46, time: 1.121, data_time: 0.006, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9440, loss_cls: 0.7256, loss: 0.7256, grad_norm: 3.5478 2020-10-12 13:19:03,658 - mmaction - INFO - Epoch [38][480/1253] lr: 3.000e-03, eta: 5:29:20, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.8135, top5_acc: 0.9461, loss_cls: 0.7131, loss: 0.7131, grad_norm: 3.4863 2020-10-12 13:19:24,687 - mmaction - INFO - Epoch [38][500/1253] lr: 3.000e-03, eta: 5:28:54, time: 1.049, data_time: 0.004, memory: 10398, top1_acc: 0.7990, top5_acc: 0.9451, loss_cls: 0.7424, loss: 0.7424, grad_norm: 3.5811 2020-10-12 13:19:45,743 - mmaction - INFO - Epoch [38][520/1253] lr: 3.000e-03, eta: 5:28:27, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9513, loss_cls: 0.7007, loss: 0.7007, grad_norm: 3.4354 2020-10-12 13:20:07,783 - mmaction - INFO - Epoch [38][540/1253] lr: 3.000e-03, eta: 5:28:01, time: 1.102, data_time: 0.009, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9451, loss_cls: 0.7152, loss: 0.7152, grad_norm: 3.4929 2020-10-12 13:20:30,205 - mmaction - INFO - Epoch [38][560/1253] lr: 3.000e-03, eta: 5:27:35, time: 1.124, data_time: 0.005, memory: 10398, top1_acc: 0.7992, top5_acc: 0.9422, loss_cls: 0.7605, loss: 0.7605, grad_norm: 3.6189 2020-10-12 13:20:51,295 - mmaction - INFO - Epoch [38][580/1253] lr: 3.000e-03, eta: 5:27:09, time: 1.053, data_time: 0.004, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9404, loss_cls: 0.7506, loss: 0.7506, grad_norm: 3.6208 2020-10-12 13:21:12,954 - mmaction - INFO - Epoch [38][600/1253] lr: 3.000e-03, eta: 5:26:43, time: 1.084, data_time: 0.003, memory: 10398, top1_acc: 0.7964, top5_acc: 0.9406, loss_cls: 0.7678, loss: 0.7678, grad_norm: 3.6147 2020-10-12 13:21:33,360 - mmaction - INFO - Epoch [38][620/1253] lr: 3.000e-03, eta: 5:26:16, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9503, loss_cls: 0.7181, loss: 0.7181, grad_norm: 3.5279 2020-10-12 13:21:53,925 - mmaction - INFO - Epoch [38][640/1253] lr: 3.000e-03, eta: 5:25:50, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9466, loss_cls: 0.7408, loss: 0.7408, grad_norm: 3.5998 2020-10-12 13:22:14,897 - mmaction - INFO - Epoch [38][660/1253] lr: 3.000e-03, eta: 5:25:24, time: 1.049, data_time: 0.003, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9451, loss_cls: 0.7076, loss: 0.7076, grad_norm: 3.4400 2020-10-12 13:22:36,160 - mmaction - INFO - Epoch [38][680/1253] lr: 3.000e-03, eta: 5:24:57, time: 1.061, data_time: 0.007, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9440, loss_cls: 0.7190, loss: 0.7190, grad_norm: 3.5261 2020-10-12 13:22:57,197 - mmaction - INFO - Epoch [38][700/1253] lr: 3.000e-03, eta: 5:24:31, time: 1.052, data_time: 0.009, memory: 10398, top1_acc: 0.8143, top5_acc: 0.9438, loss_cls: 0.7104, loss: 0.7104, grad_norm: 3.5699 2020-10-12 13:23:18,802 - mmaction - INFO - Epoch [38][720/1253] lr: 3.000e-03, eta: 5:24:05, time: 1.083, data_time: 0.005, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9424, loss_cls: 0.7449, loss: 0.7449, grad_norm: 3.5998 2020-10-12 13:23:40,495 - mmaction - INFO - Epoch [38][740/1253] lr: 3.000e-03, eta: 5:23:39, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9451, loss_cls: 0.7448, loss: 0.7448, grad_norm: 3.5463 2020-10-12 13:24:01,510 - mmaction - INFO - Epoch [38][760/1253] lr: 3.000e-03, eta: 5:23:13, time: 1.053, data_time: 0.007, memory: 10398, top1_acc: 0.8138, top5_acc: 0.9471, loss_cls: 0.7196, loss: 0.7196, grad_norm: 3.5373 2020-10-12 13:24:22,878 - mmaction - INFO - Epoch [38][780/1253] lr: 3.000e-03, eta: 5:22:47, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9406, loss_cls: 0.7409, loss: 0.7409, grad_norm: 3.5461 2020-10-12 13:24:44,401 - mmaction - INFO - Epoch [38][800/1253] lr: 3.000e-03, eta: 5:22:20, time: 1.078, data_time: 0.008, memory: 10398, top1_acc: 0.8034, top5_acc: 0.9451, loss_cls: 0.7261, loss: 0.7261, grad_norm: 3.6307 2020-10-12 13:25:05,585 - mmaction - INFO - Epoch [38][820/1253] lr: 3.000e-03, eta: 5:21:54, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.8143, top5_acc: 0.9497, loss_cls: 0.7042, loss: 0.7042, grad_norm: 3.5028 2020-10-12 13:25:27,334 - mmaction - INFO - Epoch [38][840/1253] lr: 3.000e-03, eta: 5:21:28, time: 1.087, data_time: 0.002, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9461, loss_cls: 0.7244, loss: 0.7244, grad_norm: 3.6067 2020-10-12 13:25:48,243 - mmaction - INFO - Epoch [38][860/1253] lr: 3.000e-03, eta: 5:21:02, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8156, top5_acc: 0.9492, loss_cls: 0.7150, loss: 0.7150, grad_norm: 3.5175 2020-10-12 13:26:08,582 - mmaction - INFO - Epoch [38][880/1253] lr: 3.000e-03, eta: 5:20:35, time: 1.017, data_time: 0.004, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9404, loss_cls: 0.7554, loss: 0.7554, grad_norm: 3.6201 2020-10-12 13:26:30,607 - mmaction - INFO - Epoch [38][900/1253] lr: 3.000e-03, eta: 5:20:09, time: 1.098, data_time: 0.005, memory: 10398, top1_acc: 0.8099, top5_acc: 0.9461, loss_cls: 0.7327, loss: 0.7327, grad_norm: 3.5213 2020-10-12 13:26:52,156 - mmaction - INFO - Epoch [38][920/1253] lr: 3.000e-03, eta: 5:19:43, time: 1.081, data_time: 0.007, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9456, loss_cls: 0.7024, loss: 0.7024, grad_norm: 3.4745 2020-10-12 13:27:13,754 - mmaction - INFO - Epoch [38][940/1253] lr: 3.000e-03, eta: 5:19:17, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9503, loss_cls: 0.7245, loss: 0.7245, grad_norm: 3.6126 2020-10-12 13:27:34,577 - mmaction - INFO - Epoch [38][960/1253] lr: 3.000e-03, eta: 5:18:51, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9424, loss_cls: 0.7406, loss: 0.7406, grad_norm: 3.5908 2020-10-12 13:27:56,439 - mmaction - INFO - Epoch [38][980/1253] lr: 3.000e-03, eta: 5:18:25, time: 1.094, data_time: 0.007, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9453, loss_cls: 0.7051, loss: 0.7051, grad_norm: 3.4696 2020-10-12 13:28:18,145 - mmaction - INFO - Epoch [38][1000/1253] lr: 3.000e-03, eta: 5:17:59, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.8018, top5_acc: 0.9440, loss_cls: 0.7457, loss: 0.7457, grad_norm: 3.6146 2020-10-12 13:28:39,431 - mmaction - INFO - Epoch [38][1020/1253] lr: 3.000e-03, eta: 5:17:33, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9414, loss_cls: 0.7434, loss: 0.7434, grad_norm: 3.6326 2020-10-12 13:29:01,480 - mmaction - INFO - Epoch [38][1040/1253] lr: 3.000e-03, eta: 5:17:07, time: 1.104, data_time: 0.006, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9453, loss_cls: 0.7156, loss: 0.7156, grad_norm: 3.5488 2020-10-12 13:29:21,934 - mmaction - INFO - Epoch [38][1060/1253] lr: 3.000e-03, eta: 5:16:41, time: 1.022, data_time: 0.002, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9461, loss_cls: 0.7360, loss: 0.7360, grad_norm: 3.5609 2020-10-12 13:29:44,380 - mmaction - INFO - Epoch [38][1080/1253] lr: 3.000e-03, eta: 5:16:15, time: 1.123, data_time: 0.006, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9505, loss_cls: 0.6822, loss: 0.6822, grad_norm: 3.4925 2020-10-12 13:30:04,926 - mmaction - INFO - Epoch [38][1100/1253] lr: 3.000e-03, eta: 5:15:49, time: 1.028, data_time: 0.007, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9404, loss_cls: 0.7396, loss: 0.7396, grad_norm: 3.5720 2020-10-12 13:30:24,421 - mmaction - INFO - Epoch [38][1120/1253] lr: 3.000e-03, eta: 5:15:22, time: 0.974, data_time: 0.002, memory: 10398, top1_acc: 0.8125, top5_acc: 0.9484, loss_cls: 0.7043, loss: 0.7043, grad_norm: 3.5453 2020-10-12 13:30:46,396 - mmaction - INFO - Epoch [38][1140/1253] lr: 3.000e-03, eta: 5:14:56, time: 1.097, data_time: 0.004, memory: 10398, top1_acc: 0.7982, top5_acc: 0.9409, loss_cls: 0.7404, loss: 0.7404, grad_norm: 3.5777 2020-10-12 13:31:06,851 - mmaction - INFO - Epoch [38][1160/1253] lr: 3.000e-03, eta: 5:14:30, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9414, loss_cls: 0.7611, loss: 0.7611, grad_norm: 3.6487 2020-10-12 13:31:28,921 - mmaction - INFO - Epoch [38][1180/1253] lr: 3.000e-03, eta: 5:14:04, time: 1.101, data_time: 0.005, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9427, loss_cls: 0.7178, loss: 0.7178, grad_norm: 3.5169 2020-10-12 13:31:50,027 - mmaction - INFO - Epoch [38][1200/1253] lr: 3.000e-03, eta: 5:13:37, time: 1.054, data_time: 0.006, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9380, loss_cls: 0.7469, loss: 0.7469, grad_norm: 3.6031 2020-10-12 13:32:14,266 - mmaction - INFO - Epoch [38][1220/1253] lr: 3.000e-03, eta: 5:13:12, time: 1.215, data_time: 0.005, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9391, loss_cls: 0.7565, loss: 0.7565, grad_norm: 3.6535 2020-10-12 13:32:34,429 - mmaction - INFO - Epoch [38][1240/1253] lr: 3.000e-03, eta: 5:12:46, time: 1.008, data_time: 0.002, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9482, loss_cls: 0.7269, loss: 0.7269, grad_norm: 3.5637 2020-10-12 13:33:13,864 - mmaction - INFO - Epoch [39][20/1253] lr: 3.000e-03, eta: 5:12:00, time: 1.338, data_time: 0.423, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9471, loss_cls: 0.7016, loss: 0.7016, grad_norm: 3.5047 2020-10-12 13:33:33,869 - mmaction - INFO - Epoch [39][40/1253] lr: 3.000e-03, eta: 5:11:34, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.8237, top5_acc: 0.9526, loss_cls: 0.6764, loss: 0.6764, grad_norm: 3.5585 2020-10-12 13:33:55,054 - mmaction - INFO - Epoch [39][60/1253] lr: 3.000e-03, eta: 5:11:08, time: 1.061, data_time: 0.006, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9456, loss_cls: 0.7081, loss: 0.7081, grad_norm: 3.5027 2020-10-12 13:34:15,667 - mmaction - INFO - Epoch [39][80/1253] lr: 3.000e-03, eta: 5:10:41, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9542, loss_cls: 0.6709, loss: 0.6709, grad_norm: 3.4536 2020-10-12 13:34:36,613 - mmaction - INFO - Epoch [39][100/1253] lr: 3.000e-03, eta: 5:10:15, time: 1.045, data_time: 0.004, memory: 10398, top1_acc: 0.8195, top5_acc: 0.9505, loss_cls: 0.6738, loss: 0.6738, grad_norm: 3.4190 2020-10-12 13:34:58,131 - mmaction - INFO - Epoch [39][120/1253] lr: 3.000e-03, eta: 5:09:49, time: 1.076, data_time: 0.005, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9523, loss_cls: 0.6820, loss: 0.6820, grad_norm: 3.5253 2020-10-12 13:35:18,871 - mmaction - INFO - Epoch [39][140/1253] lr: 3.000e-03, eta: 5:09:23, time: 1.037, data_time: 0.008, memory: 10398, top1_acc: 0.8234, top5_acc: 0.9563, loss_cls: 0.6871, loss: 0.6871, grad_norm: 3.5702 2020-10-12 13:35:39,582 - mmaction - INFO - Epoch [39][160/1253] lr: 3.000e-03, eta: 5:08:57, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.8091, top5_acc: 0.9430, loss_cls: 0.7117, loss: 0.7117, grad_norm: 3.5708 2020-10-12 13:36:00,392 - mmaction - INFO - Epoch [39][180/1253] lr: 3.000e-03, eta: 5:08:30, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9411, loss_cls: 0.7425, loss: 0.7425, grad_norm: 3.6321 2020-10-12 13:36:21,530 - mmaction - INFO - Epoch [39][200/1253] lr: 3.000e-03, eta: 5:08:04, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9505, loss_cls: 0.7133, loss: 0.7133, grad_norm: 3.6395 2020-10-12 13:36:41,335 - mmaction - INFO - Epoch [39][220/1253] lr: 3.000e-03, eta: 5:07:38, time: 0.989, data_time: 0.005, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9516, loss_cls: 0.6927, loss: 0.6927, grad_norm: 3.5171 2020-10-12 13:37:02,093 - mmaction - INFO - Epoch [39][240/1253] lr: 3.000e-03, eta: 5:07:12, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.8172, top5_acc: 0.9516, loss_cls: 0.6925, loss: 0.6925, grad_norm: 3.5230 2020-10-12 13:37:21,804 - mmaction - INFO - Epoch [39][260/1253] lr: 3.000e-03, eta: 5:06:45, time: 0.985, data_time: 0.002, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9471, loss_cls: 0.7167, loss: 0.7167, grad_norm: 3.5591 2020-10-12 13:37:42,472 - mmaction - INFO - Epoch [39][280/1253] lr: 3.000e-03, eta: 5:06:19, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9432, loss_cls: 0.7347, loss: 0.7347, grad_norm: 3.6479 2020-10-12 13:38:02,650 - mmaction - INFO - Epoch [39][300/1253] lr: 3.000e-03, eta: 5:05:53, time: 1.011, data_time: 0.006, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9464, loss_cls: 0.6939, loss: 0.6939, grad_norm: 3.4460 2020-10-12 13:38:24,074 - mmaction - INFO - Epoch [39][320/1253] lr: 3.000e-03, eta: 5:05:27, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.8185, top5_acc: 0.9495, loss_cls: 0.7000, loss: 0.7000, grad_norm: 3.5326 2020-10-12 13:38:44,896 - mmaction - INFO - Epoch [39][340/1253] lr: 3.000e-03, eta: 5:05:00, time: 1.041, data_time: 0.007, memory: 10398, top1_acc: 0.8031, top5_acc: 0.9490, loss_cls: 0.7413, loss: 0.7413, grad_norm: 3.6720 2020-10-12 13:39:05,133 - mmaction - INFO - Epoch [39][360/1253] lr: 3.000e-03, eta: 5:04:34, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.8177, top5_acc: 0.9482, loss_cls: 0.7085, loss: 0.7085, grad_norm: 3.5422 2020-10-12 13:39:25,426 - mmaction - INFO - Epoch [39][380/1253] lr: 3.000e-03, eta: 5:04:08, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9445, loss_cls: 0.7169, loss: 0.7169, grad_norm: 3.5451 2020-10-12 13:39:46,569 - mmaction - INFO - Epoch [39][400/1253] lr: 3.000e-03, eta: 5:03:42, time: 1.057, data_time: 0.003, memory: 10398, top1_acc: 0.8122, top5_acc: 0.9437, loss_cls: 0.7064, loss: 0.7064, grad_norm: 3.4579 2020-10-12 13:40:08,827 - mmaction - INFO - Epoch [39][420/1253] lr: 3.000e-03, eta: 5:03:16, time: 1.113, data_time: 0.006, memory: 10398, top1_acc: 0.7987, top5_acc: 0.9443, loss_cls: 0.7436, loss: 0.7436, grad_norm: 3.6304 2020-10-12 13:40:30,194 - mmaction - INFO - Epoch [39][440/1253] lr: 3.000e-03, eta: 5:02:50, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.8102, top5_acc: 0.9503, loss_cls: 0.7111, loss: 0.7111, grad_norm: 3.5855 2020-10-12 13:40:50,795 - mmaction - INFO - Epoch [39][460/1253] lr: 3.000e-03, eta: 5:02:24, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.8091, top5_acc: 0.9484, loss_cls: 0.7185, loss: 0.7185, grad_norm: 3.6196 2020-10-12 13:41:13,539 - mmaction - INFO - Epoch [39][480/1253] lr: 3.000e-03, eta: 5:01:58, time: 1.137, data_time: 0.002, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9526, loss_cls: 0.6768, loss: 0.6768, grad_norm: 3.4677 2020-10-12 13:41:35,019 - mmaction - INFO - Epoch [39][500/1253] lr: 3.000e-03, eta: 5:01:32, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9432, loss_cls: 0.7479, loss: 0.7479, grad_norm: 3.6364 2020-10-12 13:41:55,981 - mmaction - INFO - Epoch [39][520/1253] lr: 3.000e-03, eta: 5:01:06, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9516, loss_cls: 0.7152, loss: 0.7152, grad_norm: 3.5625 2020-10-12 13:42:16,720 - mmaction - INFO - Epoch [39][540/1253] lr: 3.000e-03, eta: 5:00:40, time: 1.036, data_time: 0.003, memory: 10398, top1_acc: 0.8164, top5_acc: 0.9422, loss_cls: 0.7178, loss: 0.7178, grad_norm: 3.5801 2020-10-12 13:42:37,923 - mmaction - INFO - Epoch [39][560/1253] lr: 3.000e-03, eta: 5:00:14, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9555, loss_cls: 0.6910, loss: 0.6910, grad_norm: 3.5459 2020-10-12 13:42:58,620 - mmaction - INFO - Epoch [39][580/1253] lr: 3.000e-03, eta: 4:59:48, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.8057, top5_acc: 0.9508, loss_cls: 0.7093, loss: 0.7093, grad_norm: 3.5507 2020-10-12 13:43:20,111 - mmaction - INFO - Epoch [39][600/1253] lr: 3.000e-03, eta: 4:59:22, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.8120, top5_acc: 0.9466, loss_cls: 0.7026, loss: 0.7026, grad_norm: 3.5784 2020-10-12 13:43:41,274 - mmaction - INFO - Epoch [39][620/1253] lr: 3.000e-03, eta: 4:58:56, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9443, loss_cls: 0.7484, loss: 0.7484, grad_norm: 3.6751 2020-10-12 13:44:02,789 - mmaction - INFO - Epoch [39][640/1253] lr: 3.000e-03, eta: 4:58:30, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.8047, top5_acc: 0.9385, loss_cls: 0.7527, loss: 0.7527, grad_norm: 3.6260 2020-10-12 13:44:24,805 - mmaction - INFO - Epoch [39][660/1253] lr: 3.000e-03, eta: 4:58:04, time: 1.101, data_time: 0.002, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9490, loss_cls: 0.7044, loss: 0.7044, grad_norm: 3.5520 2020-10-12 13:44:45,811 - mmaction - INFO - Epoch [39][680/1253] lr: 3.000e-03, eta: 4:57:38, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.8128, top5_acc: 0.9430, loss_cls: 0.7251, loss: 0.7251, grad_norm: 3.5005 2020-10-12 13:45:08,279 - mmaction - INFO - Epoch [39][700/1253] lr: 3.000e-03, eta: 4:57:13, time: 1.124, data_time: 0.005, memory: 10398, top1_acc: 0.8086, top5_acc: 0.9458, loss_cls: 0.7316, loss: 0.7316, grad_norm: 3.5810 2020-10-12 13:45:28,994 - mmaction - INFO - Epoch [39][720/1253] lr: 3.000e-03, eta: 4:56:47, time: 1.036, data_time: 0.002, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9396, loss_cls: 0.7323, loss: 0.7323, grad_norm: 3.5273 2020-10-12 13:45:51,103 - mmaction - INFO - Epoch [39][740/1253] lr: 3.000e-03, eta: 4:56:21, time: 1.103, data_time: 0.004, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9490, loss_cls: 0.7127, loss: 0.7127, grad_norm: 3.4882 2020-10-12 13:46:12,979 - mmaction - INFO - Epoch [39][760/1253] lr: 3.000e-03, eta: 4:55:55, time: 1.096, data_time: 0.004, memory: 10398, top1_acc: 0.8177, top5_acc: 0.9477, loss_cls: 0.7068, loss: 0.7068, grad_norm: 3.5393 2020-10-12 13:46:34,073 - mmaction - INFO - Epoch [39][780/1253] lr: 3.000e-03, eta: 4:55:29, time: 1.052, data_time: 0.004, memory: 10398, top1_acc: 0.8029, top5_acc: 0.9409, loss_cls: 0.7416, loss: 0.7416, grad_norm: 3.6041 2020-10-12 13:46:54,933 - mmaction - INFO - Epoch [39][800/1253] lr: 3.000e-03, eta: 4:55:03, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.8148, top5_acc: 0.9479, loss_cls: 0.7001, loss: 0.7001, grad_norm: 3.5251 2020-10-12 13:47:16,262 - mmaction - INFO - Epoch [39][820/1253] lr: 3.000e-03, eta: 4:54:37, time: 1.067, data_time: 0.002, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9477, loss_cls: 0.7088, loss: 0.7088, grad_norm: 3.5759 2020-10-12 13:47:38,474 - mmaction - INFO - Epoch [39][840/1253] lr: 3.000e-03, eta: 4:54:12, time: 1.110, data_time: 0.005, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9523, loss_cls: 0.6898, loss: 0.6898, grad_norm: 3.4804 2020-10-12 13:47:59,008 - mmaction - INFO - Epoch [39][860/1253] lr: 3.000e-03, eta: 4:53:46, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.8190, top5_acc: 0.9503, loss_cls: 0.6837, loss: 0.6837, grad_norm: 3.5684 2020-10-12 13:48:20,177 - mmaction - INFO - Epoch [39][880/1253] lr: 3.000e-03, eta: 4:53:20, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.8174, top5_acc: 0.9490, loss_cls: 0.7002, loss: 0.7002, grad_norm: 3.5622 2020-10-12 13:48:41,966 - mmaction - INFO - Epoch [39][900/1253] lr: 3.000e-03, eta: 4:52:54, time: 1.089, data_time: 0.006, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9466, loss_cls: 0.7031, loss: 0.7031, grad_norm: 3.5844 2020-10-12 13:49:03,938 - mmaction - INFO - Epoch [39][920/1253] lr: 3.000e-03, eta: 4:52:28, time: 1.099, data_time: 0.007, memory: 10398, top1_acc: 0.8042, top5_acc: 0.9424, loss_cls: 0.7256, loss: 0.7256, grad_norm: 3.6596 2020-10-12 13:49:24,810 - mmaction - INFO - Epoch [39][940/1253] lr: 3.000e-03, eta: 4:52:02, time: 1.045, data_time: 0.006, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9474, loss_cls: 0.7330, loss: 0.7330, grad_norm: 3.6939 2020-10-12 13:49:46,171 - mmaction - INFO - Epoch [39][960/1253] lr: 3.000e-03, eta: 4:51:36, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.8185, top5_acc: 0.9495, loss_cls: 0.6952, loss: 0.6952, grad_norm: 3.4909 2020-10-12 13:50:06,821 - mmaction - INFO - Epoch [39][980/1253] lr: 3.000e-03, eta: 4:51:10, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9471, loss_cls: 0.7295, loss: 0.7295, grad_norm: 3.6804 2020-10-12 13:50:26,920 - mmaction - INFO - Epoch [39][1000/1253] lr: 3.000e-03, eta: 4:50:44, time: 1.007, data_time: 0.004, memory: 10398, top1_acc: 0.8000, top5_acc: 0.9510, loss_cls: 0.7312, loss: 0.7312, grad_norm: 3.6678 2020-10-12 13:50:47,829 - mmaction - INFO - Epoch [39][1020/1253] lr: 3.000e-03, eta: 4:50:18, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.8055, top5_acc: 0.9383, loss_cls: 0.7544, loss: 0.7544, grad_norm: 3.6335 2020-10-12 13:51:08,571 - mmaction - INFO - Epoch [39][1040/1253] lr: 3.000e-03, eta: 4:49:52, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.8026, top5_acc: 0.9398, loss_cls: 0.7504, loss: 0.7504, grad_norm: 3.6496 2020-10-12 13:51:29,764 - mmaction - INFO - Epoch [39][1060/1253] lr: 3.000e-03, eta: 4:49:26, time: 1.059, data_time: 0.004, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9435, loss_cls: 0.7234, loss: 0.7234, grad_norm: 3.5680 2020-10-12 13:51:51,147 - mmaction - INFO - Epoch [39][1080/1253] lr: 3.000e-03, eta: 4:49:00, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.8128, top5_acc: 0.9487, loss_cls: 0.7002, loss: 0.7002, grad_norm: 3.5351 2020-10-12 13:52:12,307 - mmaction - INFO - Epoch [39][1100/1253] lr: 3.000e-03, eta: 4:48:34, time: 1.058, data_time: 0.002, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9487, loss_cls: 0.7240, loss: 0.7240, grad_norm: 3.6412 2020-10-12 13:52:32,617 - mmaction - INFO - Epoch [39][1120/1253] lr: 3.000e-03, eta: 4:48:08, time: 1.013, data_time: 0.004, memory: 10398, top1_acc: 0.8065, top5_acc: 0.9375, loss_cls: 0.7332, loss: 0.7332, grad_norm: 3.5966 2020-10-12 13:52:54,084 - mmaction - INFO - Epoch [39][1140/1253] lr: 3.000e-03, eta: 4:47:42, time: 1.073, data_time: 0.006, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9451, loss_cls: 0.7346, loss: 0.7346, grad_norm: 3.6597 2020-10-12 13:53:14,522 - mmaction - INFO - Epoch [39][1160/1253] lr: 3.000e-03, eta: 4:47:16, time: 1.024, data_time: 0.004, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9414, loss_cls: 0.7222, loss: 0.7222, grad_norm: 3.5340 2020-10-12 13:53:36,131 - mmaction - INFO - Epoch [39][1180/1253] lr: 3.000e-03, eta: 4:46:50, time: 1.081, data_time: 0.003, memory: 10398, top1_acc: 0.8013, top5_acc: 0.9461, loss_cls: 0.7443, loss: 0.7443, grad_norm: 3.5691 2020-10-12 13:53:56,833 - mmaction - INFO - Epoch [39][1200/1253] lr: 3.000e-03, eta: 4:46:24, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9427, loss_cls: 0.7221, loss: 0.7221, grad_norm: 3.6552 2020-10-12 13:54:17,649 - mmaction - INFO - Epoch [39][1220/1253] lr: 3.000e-03, eta: 4:45:58, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.8010, top5_acc: 0.9464, loss_cls: 0.7619, loss: 0.7619, grad_norm: 3.7443 2020-10-12 13:54:38,652 - mmaction - INFO - Epoch [39][1240/1253] lr: 3.000e-03, eta: 4:45:32, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9544, loss_cls: 0.6993, loss: 0.6993, grad_norm: 3.6319 2020-10-12 13:55:17,917 - mmaction - INFO - Epoch [40][20/1253] lr: 3.000e-03, eta: 4:44:47, time: 1.324, data_time: 0.439, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9513, loss_cls: 0.6634, loss: 0.6634, grad_norm: 3.4913 2020-10-12 13:55:37,894 - mmaction - INFO - Epoch [40][40/1253] lr: 3.000e-03, eta: 4:44:21, time: 1.002, data_time: 0.007, memory: 10398, top1_acc: 0.8169, top5_acc: 0.9526, loss_cls: 0.6852, loss: 0.6852, grad_norm: 3.4908 2020-10-12 13:56:00,227 - mmaction - INFO - Epoch [40][60/1253] lr: 3.000e-03, eta: 4:43:56, time: 1.116, data_time: 0.006, memory: 10398, top1_acc: 0.8214, top5_acc: 0.9510, loss_cls: 0.6832, loss: 0.6832, grad_norm: 3.6188 2020-10-12 13:56:22,223 - mmaction - INFO - Epoch [40][80/1253] lr: 3.000e-03, eta: 4:43:30, time: 1.100, data_time: 0.004, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9555, loss_cls: 0.6820, loss: 0.6820, grad_norm: 3.5554 2020-10-12 13:56:42,710 - mmaction - INFO - Epoch [40][100/1253] lr: 3.000e-03, eta: 4:43:04, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9521, loss_cls: 0.6685, loss: 0.6685, grad_norm: 3.5865 2020-10-12 13:57:03,833 - mmaction - INFO - Epoch [40][120/1253] lr: 3.000e-03, eta: 4:42:38, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.8174, top5_acc: 0.9495, loss_cls: 0.6972, loss: 0.6972, grad_norm: 3.6005 2020-10-12 13:57:25,197 - mmaction - INFO - Epoch [40][140/1253] lr: 3.000e-03, eta: 4:42:12, time: 1.070, data_time: 0.006, memory: 10398, top1_acc: 0.8104, top5_acc: 0.9471, loss_cls: 0.7008, loss: 0.7008, grad_norm: 3.5558 2020-10-12 13:57:44,836 - mmaction - INFO - Epoch [40][160/1253] lr: 3.000e-03, eta: 4:41:46, time: 0.981, data_time: 0.005, memory: 10398, top1_acc: 0.8211, top5_acc: 0.9497, loss_cls: 0.6987, loss: 0.6987, grad_norm: 3.6197 2020-10-12 13:58:05,538 - mmaction - INFO - Epoch [40][180/1253] lr: 3.000e-03, eta: 4:41:20, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9523, loss_cls: 0.6587, loss: 0.6587, grad_norm: 3.4947 2020-10-12 13:58:26,428 - mmaction - INFO - Epoch [40][200/1253] lr: 3.000e-03, eta: 4:40:54, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9518, loss_cls: 0.6837, loss: 0.6837, grad_norm: 3.5975 2020-10-12 13:58:47,317 - mmaction - INFO - Epoch [40][220/1253] lr: 3.000e-03, eta: 4:40:28, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8174, top5_acc: 0.9492, loss_cls: 0.6921, loss: 0.6921, grad_norm: 3.6100 2020-10-12 13:59:07,295 - mmaction - INFO - Epoch [40][240/1253] lr: 3.000e-03, eta: 4:40:02, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.8211, top5_acc: 0.9523, loss_cls: 0.6669, loss: 0.6669, grad_norm: 3.5069 2020-10-12 13:59:28,345 - mmaction - INFO - Epoch [40][260/1253] lr: 3.000e-03, eta: 4:39:36, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.8096, top5_acc: 0.9461, loss_cls: 0.6873, loss: 0.6873, grad_norm: 3.5645 2020-10-12 13:59:49,034 - mmaction - INFO - Epoch [40][280/1253] lr: 3.000e-03, eta: 4:39:10, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.8174, top5_acc: 0.9492, loss_cls: 0.6970, loss: 0.6970, grad_norm: 3.6684 2020-10-12 14:00:13,912 - mmaction - INFO - Epoch [40][300/1253] lr: 3.000e-03, eta: 4:38:46, time: 1.233, data_time: 0.003, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9490, loss_cls: 0.7126, loss: 0.7126, grad_norm: 3.6474 2020-10-12 14:00:35,557 - mmaction - INFO - Epoch [40][320/1253] lr: 3.000e-03, eta: 4:38:20, time: 1.092, data_time: 0.025, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9435, loss_cls: 0.7295, loss: 0.7295, grad_norm: 3.6376 2020-10-12 14:00:56,735 - mmaction - INFO - Epoch [40][340/1253] lr: 3.000e-03, eta: 4:37:54, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.8078, top5_acc: 0.9422, loss_cls: 0.7411, loss: 0.7411, grad_norm: 3.6126 2020-10-12 14:01:16,616 - mmaction - INFO - Epoch [40][360/1253] lr: 3.000e-03, eta: 4:37:28, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9435, loss_cls: 0.7326, loss: 0.7326, grad_norm: 3.7192 2020-10-12 14:01:36,854 - mmaction - INFO - Epoch [40][380/1253] lr: 3.000e-03, eta: 4:37:02, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.8138, top5_acc: 0.9456, loss_cls: 0.7070, loss: 0.7070, grad_norm: 3.6068 2020-10-12 14:01:58,331 - mmaction - INFO - Epoch [40][400/1253] lr: 3.000e-03, eta: 4:36:36, time: 1.073, data_time: 0.006, memory: 10398, top1_acc: 0.8073, top5_acc: 0.9464, loss_cls: 0.7176, loss: 0.7176, grad_norm: 3.6596 2020-10-12 14:02:19,771 - mmaction - INFO - Epoch [40][420/1253] lr: 3.000e-03, eta: 4:36:11, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.8148, top5_acc: 0.9422, loss_cls: 0.7050, loss: 0.7050, grad_norm: 3.5191 2020-10-12 14:02:41,033 - mmaction - INFO - Epoch [40][440/1253] lr: 3.000e-03, eta: 4:35:45, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.8107, top5_acc: 0.9492, loss_cls: 0.7070, loss: 0.7070, grad_norm: 3.5382 2020-10-12 14:03:01,382 - mmaction - INFO - Epoch [40][460/1253] lr: 3.000e-03, eta: 4:35:19, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.8190, top5_acc: 0.9542, loss_cls: 0.6764, loss: 0.6764, grad_norm: 3.5340 2020-10-12 14:03:22,378 - mmaction - INFO - Epoch [40][480/1253] lr: 3.000e-03, eta: 4:34:53, time: 1.050, data_time: 0.002, memory: 10398, top1_acc: 0.8143, top5_acc: 0.9466, loss_cls: 0.7188, loss: 0.7188, grad_norm: 3.6870 2020-10-12 14:03:43,252 - mmaction - INFO - Epoch [40][500/1253] lr: 3.000e-03, eta: 4:34:27, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.8138, top5_acc: 0.9398, loss_cls: 0.7274, loss: 0.7274, grad_norm: 3.6711 2020-10-12 14:04:04,822 - mmaction - INFO - Epoch [40][520/1253] lr: 3.000e-03, eta: 4:34:01, time: 1.081, data_time: 0.007, memory: 10398, top1_acc: 0.8180, top5_acc: 0.9479, loss_cls: 0.6915, loss: 0.6915, grad_norm: 3.5611 2020-10-12 14:04:25,403 - mmaction - INFO - Epoch [40][540/1253] lr: 3.000e-03, eta: 4:33:35, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9477, loss_cls: 0.7210, loss: 0.7210, grad_norm: 3.6891 2020-10-12 14:04:45,795 - mmaction - INFO - Epoch [40][560/1253] lr: 3.000e-03, eta: 4:33:10, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.8143, top5_acc: 0.9531, loss_cls: 0.6982, loss: 0.6982, grad_norm: 3.5882 2020-10-12 14:05:07,600 - mmaction - INFO - Epoch [40][580/1253] lr: 3.000e-03, eta: 4:32:44, time: 1.087, data_time: 0.007, memory: 10398, top1_acc: 0.8021, top5_acc: 0.9443, loss_cls: 0.7413, loss: 0.7413, grad_norm: 3.7018 2020-10-12 14:05:29,557 - mmaction - INFO - Epoch [40][600/1253] lr: 3.000e-03, eta: 4:32:18, time: 1.103, data_time: 0.007, memory: 10398, top1_acc: 0.8224, top5_acc: 0.9484, loss_cls: 0.6758, loss: 0.6758, grad_norm: 3.4780 2020-10-12 14:05:50,450 - mmaction - INFO - Epoch [40][620/1253] lr: 3.000e-03, eta: 4:31:53, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8023, top5_acc: 0.9471, loss_cls: 0.7252, loss: 0.7252, grad_norm: 3.6696 2020-10-12 14:06:11,562 - mmaction - INFO - Epoch [40][640/1253] lr: 3.000e-03, eta: 4:31:27, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.7969, top5_acc: 0.9464, loss_cls: 0.7445, loss: 0.7445, grad_norm: 3.6889 2020-10-12 14:06:32,302 - mmaction - INFO - Epoch [40][660/1253] lr: 3.000e-03, eta: 4:31:01, time: 1.035, data_time: 0.005, memory: 10398, top1_acc: 0.8120, top5_acc: 0.9495, loss_cls: 0.6984, loss: 0.6984, grad_norm: 3.7117 2020-10-12 14:06:53,979 - mmaction - INFO - Epoch [40][680/1253] lr: 3.000e-03, eta: 4:30:35, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9518, loss_cls: 0.7012, loss: 0.7012, grad_norm: 3.6150 2020-10-12 14:07:15,397 - mmaction - INFO - Epoch [40][700/1253] lr: 3.000e-03, eta: 4:30:10, time: 1.074, data_time: 0.005, memory: 10398, top1_acc: 0.8039, top5_acc: 0.9482, loss_cls: 0.7265, loss: 0.7265, grad_norm: 3.7375 2020-10-12 14:07:36,822 - mmaction - INFO - Epoch [40][720/1253] lr: 3.000e-03, eta: 4:29:44, time: 1.070, data_time: 0.004, memory: 10398, top1_acc: 0.8141, top5_acc: 0.9461, loss_cls: 0.7138, loss: 0.7138, grad_norm: 3.6243 2020-10-12 14:07:57,757 - mmaction - INFO - Epoch [40][740/1253] lr: 3.000e-03, eta: 4:29:18, time: 1.048, data_time: 0.007, memory: 10398, top1_acc: 0.8115, top5_acc: 0.9495, loss_cls: 0.6947, loss: 0.6947, grad_norm: 3.6375 2020-10-12 14:08:18,526 - mmaction - INFO - Epoch [40][760/1253] lr: 3.000e-03, eta: 4:28:52, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9474, loss_cls: 0.7033, loss: 0.7033, grad_norm: 3.6474 2020-10-12 14:08:40,374 - mmaction - INFO - Epoch [40][780/1253] lr: 3.000e-03, eta: 4:28:27, time: 1.090, data_time: 0.004, memory: 10398, top1_acc: 0.8060, top5_acc: 0.9523, loss_cls: 0.6967, loss: 0.6967, grad_norm: 3.7025 2020-10-12 14:09:01,252 - mmaction - INFO - Epoch [40][800/1253] lr: 3.000e-03, eta: 4:28:01, time: 1.046, data_time: 0.007, memory: 10398, top1_acc: 0.8094, top5_acc: 0.9484, loss_cls: 0.7172, loss: 0.7172, grad_norm: 3.6711 2020-10-12 14:09:22,341 - mmaction - INFO - Epoch [40][820/1253] lr: 3.000e-03, eta: 4:27:35, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.8008, top5_acc: 0.9464, loss_cls: 0.7332, loss: 0.7332, grad_norm: 3.6413 2020-10-12 14:09:44,537 - mmaction - INFO - Epoch [40][840/1253] lr: 3.000e-03, eta: 4:27:10, time: 1.108, data_time: 0.004, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9482, loss_cls: 0.7057, loss: 0.7057, grad_norm: 3.5896 2020-10-12 14:10:04,275 - mmaction - INFO - Epoch [40][860/1253] lr: 3.000e-03, eta: 4:26:44, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.8172, top5_acc: 0.9411, loss_cls: 0.7194, loss: 0.7194, grad_norm: 3.5926 2020-10-12 14:10:25,222 - mmaction - INFO - Epoch [40][880/1253] lr: 3.000e-03, eta: 4:26:18, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.8117, top5_acc: 0.9464, loss_cls: 0.7003, loss: 0.7003, grad_norm: 3.6175 2020-10-12 14:10:46,049 - mmaction - INFO - Epoch [40][900/1253] lr: 3.000e-03, eta: 4:25:52, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9451, loss_cls: 0.7217, loss: 0.7217, grad_norm: 3.6072 2020-10-12 14:11:06,412 - mmaction - INFO - Epoch [40][920/1253] lr: 3.000e-03, eta: 4:25:26, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.8044, top5_acc: 0.9474, loss_cls: 0.7300, loss: 0.7300, grad_norm: 3.7179 2020-10-12 14:11:29,376 - mmaction - INFO - Epoch [40][940/1253] lr: 3.000e-03, eta: 4:25:01, time: 1.147, data_time: 0.004, memory: 10398, top1_acc: 0.8083, top5_acc: 0.9500, loss_cls: 0.7294, loss: 0.7294, grad_norm: 3.7010 2020-10-12 14:11:50,079 - mmaction - INFO - Epoch [40][960/1253] lr: 3.000e-03, eta: 4:24:35, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.8216, top5_acc: 0.9510, loss_cls: 0.6859, loss: 0.6859, grad_norm: 3.5713 2020-10-12 14:12:10,950 - mmaction - INFO - Epoch [40][980/1253] lr: 3.000e-03, eta: 4:24:10, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8167, top5_acc: 0.9516, loss_cls: 0.6719, loss: 0.6719, grad_norm: 3.5686 2020-10-12 14:12:32,696 - mmaction - INFO - Epoch [40][1000/1253] lr: 3.000e-03, eta: 4:23:44, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.8070, top5_acc: 0.9484, loss_cls: 0.7010, loss: 0.7010, grad_norm: 3.6603 2020-10-12 14:12:53,367 - mmaction - INFO - Epoch [40][1020/1253] lr: 3.000e-03, eta: 4:23:18, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.8099, top5_acc: 0.9482, loss_cls: 0.7172, loss: 0.7172, grad_norm: 3.6620 2020-10-12 14:13:13,033 - mmaction - INFO - Epoch [40][1040/1253] lr: 3.000e-03, eta: 4:22:52, time: 0.985, data_time: 0.004, memory: 10398, top1_acc: 0.8036, top5_acc: 0.9456, loss_cls: 0.7360, loss: 0.7360, grad_norm: 3.6560 2020-10-12 14:13:34,218 - mmaction - INFO - Epoch [40][1060/1253] lr: 3.000e-03, eta: 4:22:27, time: 1.059, data_time: 0.003, memory: 10398, top1_acc: 0.8081, top5_acc: 0.9466, loss_cls: 0.7210, loss: 0.7210, grad_norm: 3.6314 2020-10-12 14:13:55,778 - mmaction - INFO - Epoch [40][1080/1253] lr: 3.000e-03, eta: 4:22:01, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.8174, top5_acc: 0.9461, loss_cls: 0.6954, loss: 0.6954, grad_norm: 3.6731 2020-10-12 14:14:16,254 - mmaction - INFO - Epoch [40][1100/1253] lr: 3.000e-03, eta: 4:21:35, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.8117, top5_acc: 0.9432, loss_cls: 0.7298, loss: 0.7298, grad_norm: 3.6538 2020-10-12 14:14:38,109 - mmaction - INFO - Epoch [40][1120/1253] lr: 3.000e-03, eta: 4:21:10, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.8052, top5_acc: 0.9435, loss_cls: 0.7310, loss: 0.7310, grad_norm: 3.6617 2020-10-12 14:14:59,376 - mmaction - INFO - Epoch [40][1140/1253] lr: 3.000e-03, eta: 4:20:44, time: 1.065, data_time: 0.007, memory: 10398, top1_acc: 0.8161, top5_acc: 0.9471, loss_cls: 0.7141, loss: 0.7141, grad_norm: 3.6088 2020-10-12 14:15:19,432 - mmaction - INFO - Epoch [40][1160/1253] lr: 3.000e-03, eta: 4:20:18, time: 1.001, data_time: 0.002, memory: 10398, top1_acc: 0.8198, top5_acc: 0.9523, loss_cls: 0.6950, loss: 0.6950, grad_norm: 3.6244 2020-10-12 14:15:40,114 - mmaction - INFO - Epoch [40][1180/1253] lr: 3.000e-03, eta: 4:19:52, time: 1.034, data_time: 0.007, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9479, loss_cls: 0.6908, loss: 0.6908, grad_norm: 3.6324 2020-10-12 14:16:00,630 - mmaction - INFO - Epoch [40][1200/1253] lr: 3.000e-03, eta: 4:19:26, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9508, loss_cls: 0.6912, loss: 0.6912, grad_norm: 3.5817 2020-10-12 14:16:21,200 - mmaction - INFO - Epoch [40][1220/1253] lr: 3.000e-03, eta: 4:19:01, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.8117, top5_acc: 0.9534, loss_cls: 0.6923, loss: 0.6923, grad_norm: 3.6307 2020-10-12 14:16:42,566 - mmaction - INFO - Epoch [40][1240/1253] lr: 3.000e-03, eta: 4:18:35, time: 1.066, data_time: 0.005, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9404, loss_cls: 0.7401, loss: 0.7401, grad_norm: 3.6828 2020-10-12 14:16:55,858 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-12 14:17:24,759 - mmaction - INFO - Epoch [41][20/1253] lr: 3.000e-04, eta: 4:17:51, time: 1.355, data_time: 0.492, memory: 10398, top1_acc: 0.8211, top5_acc: 0.9466, loss_cls: 0.6755, loss: 0.6755, grad_norm: 3.5381 2020-10-12 14:17:44,971 - mmaction - INFO - Epoch [41][40/1253] lr: 3.000e-04, eta: 4:17:25, time: 1.009, data_time: 0.002, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9505, loss_cls: 0.7037, loss: 0.7037, grad_norm: 3.5980 2020-10-12 14:18:06,287 - mmaction - INFO - Epoch [41][60/1253] lr: 3.000e-04, eta: 4:16:59, time: 1.066, data_time: 0.007, memory: 10398, top1_acc: 0.8187, top5_acc: 0.9576, loss_cls: 0.6845, loss: 0.6845, grad_norm: 3.5431 2020-10-12 14:18:27,780 - mmaction - INFO - Epoch [41][80/1253] lr: 3.000e-04, eta: 4:16:34, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9505, loss_cls: 0.6620, loss: 0.6620, grad_norm: 3.5081 2020-10-12 14:18:48,848 - mmaction - INFO - Epoch [41][100/1253] lr: 3.000e-04, eta: 4:16:08, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9523, loss_cls: 0.6891, loss: 0.6891, grad_norm: 3.5762 2020-10-12 14:19:10,896 - mmaction - INFO - Epoch [41][120/1253] lr: 3.000e-04, eta: 4:15:43, time: 1.103, data_time: 0.002, memory: 10398, top1_acc: 0.8164, top5_acc: 0.9508, loss_cls: 0.6581, loss: 0.6581, grad_norm: 3.5411 2020-10-12 14:19:31,385 - mmaction - INFO - Epoch [41][140/1253] lr: 3.000e-04, eta: 4:15:17, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9568, loss_cls: 0.6533, loss: 0.6533, grad_norm: 3.5422 2020-10-12 14:19:51,858 - mmaction - INFO - Epoch [41][160/1253] lr: 3.000e-04, eta: 4:14:51, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9549, loss_cls: 0.6640, loss: 0.6640, grad_norm: 3.6050 2020-10-12 14:20:12,978 - mmaction - INFO - Epoch [41][180/1253] lr: 3.000e-04, eta: 4:14:26, time: 1.053, data_time: 0.002, memory: 10398, top1_acc: 0.8172, top5_acc: 0.9516, loss_cls: 0.6883, loss: 0.6883, grad_norm: 3.5888 2020-10-12 14:20:33,575 - mmaction - INFO - Epoch [41][200/1253] lr: 3.000e-04, eta: 4:14:00, time: 1.032, data_time: 0.006, memory: 10398, top1_acc: 0.8112, top5_acc: 0.9477, loss_cls: 0.7011, loss: 0.7011, grad_norm: 3.6545 2020-10-12 14:20:54,333 - mmaction - INFO - Epoch [41][220/1253] lr: 3.000e-04, eta: 4:13:34, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9513, loss_cls: 0.6664, loss: 0.6664, grad_norm: 3.4813 2020-10-12 14:21:14,188 - mmaction - INFO - Epoch [41][240/1253] lr: 3.000e-04, eta: 4:13:08, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9549, loss_cls: 0.6384, loss: 0.6384, grad_norm: 3.4050 2020-10-12 14:21:35,546 - mmaction - INFO - Epoch [41][260/1253] lr: 3.000e-04, eta: 4:12:43, time: 1.065, data_time: 0.006, memory: 10398, top1_acc: 0.8193, top5_acc: 0.9497, loss_cls: 0.6682, loss: 0.6682, grad_norm: 3.5008 2020-10-12 14:21:55,797 - mmaction - INFO - Epoch [41][280/1253] lr: 3.000e-04, eta: 4:12:17, time: 1.015, data_time: 0.007, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9490, loss_cls: 0.6818, loss: 0.6818, grad_norm: 3.5165 2020-10-12 14:22:16,750 - mmaction - INFO - Epoch [41][300/1253] lr: 3.000e-04, eta: 4:11:51, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9534, loss_cls: 0.6439, loss: 0.6439, grad_norm: 3.5531 2020-10-12 14:22:36,949 - mmaction - INFO - Epoch [41][320/1253] lr: 3.000e-04, eta: 4:11:26, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9539, loss_cls: 0.6621, loss: 0.6621, grad_norm: 3.5019 2020-10-12 14:22:56,764 - mmaction - INFO - Epoch [41][340/1253] lr: 3.000e-04, eta: 4:11:00, time: 0.991, data_time: 0.005, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9547, loss_cls: 0.6437, loss: 0.6437, grad_norm: 3.5417 2020-10-12 14:23:18,494 - mmaction - INFO - Epoch [41][360/1253] lr: 3.000e-04, eta: 4:10:34, time: 1.086, data_time: 0.002, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9516, loss_cls: 0.6639, loss: 0.6639, grad_norm: 3.4402 2020-10-12 14:23:39,367 - mmaction - INFO - Epoch [41][380/1253] lr: 3.000e-04, eta: 4:10:09, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.8161, top5_acc: 0.9448, loss_cls: 0.6895, loss: 0.6895, grad_norm: 3.5629 2020-10-12 14:23:59,772 - mmaction - INFO - Epoch [41][400/1253] lr: 3.000e-04, eta: 4:09:43, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9529, loss_cls: 0.6653, loss: 0.6653, grad_norm: 3.5558 2020-10-12 14:24:20,381 - mmaction - INFO - Epoch [41][420/1253] lr: 3.000e-04, eta: 4:09:17, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9534, loss_cls: 0.6462, loss: 0.6462, grad_norm: 3.4667 2020-10-12 14:24:41,237 - mmaction - INFO - Epoch [41][440/1253] lr: 3.000e-04, eta: 4:08:52, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9539, loss_cls: 0.6569, loss: 0.6569, grad_norm: 3.4546 2020-10-12 14:25:03,097 - mmaction - INFO - Epoch [41][460/1253] lr: 3.000e-04, eta: 4:08:26, time: 1.093, data_time: 0.005, memory: 10398, top1_acc: 0.8188, top5_acc: 0.9495, loss_cls: 0.6776, loss: 0.6776, grad_norm: 3.5646 2020-10-12 14:25:22,731 - mmaction - INFO - Epoch [41][480/1253] lr: 3.000e-04, eta: 4:08:00, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.8193, top5_acc: 0.9536, loss_cls: 0.6545, loss: 0.6545, grad_norm: 3.5224 2020-10-12 14:25:43,310 - mmaction - INFO - Epoch [41][500/1253] lr: 3.000e-04, eta: 4:07:35, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9500, loss_cls: 0.6609, loss: 0.6609, grad_norm: 3.5640 2020-10-12 14:26:04,449 - mmaction - INFO - Epoch [41][520/1253] lr: 3.000e-04, eta: 4:07:09, time: 1.059, data_time: 0.006, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9583, loss_cls: 0.6239, loss: 0.6239, grad_norm: 3.4347 2020-10-12 14:26:24,766 - mmaction - INFO - Epoch [41][540/1253] lr: 3.000e-04, eta: 4:06:43, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9500, loss_cls: 0.6596, loss: 0.6596, grad_norm: 3.5922 2020-10-12 14:26:45,037 - mmaction - INFO - Epoch [41][560/1253] lr: 3.000e-04, eta: 4:06:18, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9510, loss_cls: 0.6371, loss: 0.6371, grad_norm: 3.4685 2020-10-12 14:27:06,242 - mmaction - INFO - Epoch [41][580/1253] lr: 3.000e-04, eta: 4:05:52, time: 1.058, data_time: 0.006, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9560, loss_cls: 0.6535, loss: 0.6535, grad_norm: 3.5420 2020-10-12 14:27:26,029 - mmaction - INFO - Epoch [41][600/1253] lr: 3.000e-04, eta: 4:05:26, time: 0.993, data_time: 0.007, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9529, loss_cls: 0.6618, loss: 0.6618, grad_norm: 3.5035 2020-10-12 14:27:46,514 - mmaction - INFO - Epoch [41][620/1253] lr: 3.000e-04, eta: 4:05:01, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9552, loss_cls: 0.6662, loss: 0.6662, grad_norm: 3.5806 2020-10-12 14:28:06,088 - mmaction - INFO - Epoch [41][640/1253] lr: 3.000e-04, eta: 4:04:35, time: 0.981, data_time: 0.006, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9482, loss_cls: 0.7014, loss: 0.7014, grad_norm: 3.6186 2020-10-12 14:28:27,720 - mmaction - INFO - Epoch [41][660/1253] lr: 3.000e-04, eta: 4:04:09, time: 1.079, data_time: 0.004, memory: 10398, top1_acc: 0.8159, top5_acc: 0.9523, loss_cls: 0.6818, loss: 0.6818, grad_norm: 3.6210 2020-10-12 14:28:48,555 - mmaction - INFO - Epoch [41][680/1253] lr: 3.000e-04, eta: 4:03:44, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9526, loss_cls: 0.6685, loss: 0.6685, grad_norm: 3.6581 2020-10-12 14:29:09,440 - mmaction - INFO - Epoch [41][700/1253] lr: 3.000e-04, eta: 4:03:18, time: 1.045, data_time: 0.004, memory: 10398, top1_acc: 0.8167, top5_acc: 0.9477, loss_cls: 0.6949, loss: 0.6949, grad_norm: 3.5460 2020-10-12 14:29:29,618 - mmaction - INFO - Epoch [41][720/1253] lr: 3.000e-04, eta: 4:02:52, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.8375, top5_acc: 0.9523, loss_cls: 0.6489, loss: 0.6489, grad_norm: 3.4595 2020-10-12 14:29:50,567 - mmaction - INFO - Epoch [41][740/1253] lr: 3.000e-04, eta: 4:02:27, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9555, loss_cls: 0.6622, loss: 0.6622, grad_norm: 3.5485 2020-10-12 14:30:12,031 - mmaction - INFO - Epoch [41][760/1253] lr: 3.000e-04, eta: 4:02:01, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.8146, top5_acc: 0.9516, loss_cls: 0.6903, loss: 0.6903, grad_norm: 3.6244 2020-10-12 14:30:32,097 - mmaction - INFO - Epoch [41][780/1253] lr: 3.000e-04, eta: 4:01:36, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9495, loss_cls: 0.6659, loss: 0.6659, grad_norm: 3.4710 2020-10-12 14:30:53,509 - mmaction - INFO - Epoch [41][800/1253] lr: 3.000e-04, eta: 4:01:10, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8185, top5_acc: 0.9549, loss_cls: 0.6503, loss: 0.6503, grad_norm: 3.5274 2020-10-12 14:31:14,064 - mmaction - INFO - Epoch [41][820/1253] lr: 3.000e-04, eta: 4:00:45, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.8211, top5_acc: 0.9477, loss_cls: 0.6885, loss: 0.6885, grad_norm: 3.5452 2020-10-12 14:31:34,506 - mmaction - INFO - Epoch [41][840/1253] lr: 3.000e-04, eta: 4:00:19, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.8161, top5_acc: 0.9539, loss_cls: 0.6852, loss: 0.6852, grad_norm: 3.5641 2020-10-12 14:31:56,889 - mmaction - INFO - Epoch [41][860/1253] lr: 3.000e-04, eta: 3:59:54, time: 1.120, data_time: 0.005, memory: 10398, top1_acc: 0.8352, top5_acc: 0.9536, loss_cls: 0.6326, loss: 0.6326, grad_norm: 3.4251 2020-10-12 14:32:16,839 - mmaction - INFO - Epoch [41][880/1253] lr: 3.000e-04, eta: 3:59:28, time: 0.998, data_time: 0.002, memory: 10398, top1_acc: 0.8234, top5_acc: 0.9523, loss_cls: 0.6636, loss: 0.6636, grad_norm: 3.5835 2020-10-12 14:32:37,685 - mmaction - INFO - Epoch [41][900/1253] lr: 3.000e-04, eta: 3:59:03, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.8242, top5_acc: 0.9542, loss_cls: 0.6553, loss: 0.6553, grad_norm: 3.5150 2020-10-12 14:32:58,556 - mmaction - INFO - Epoch [41][920/1253] lr: 3.000e-04, eta: 3:58:37, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9536, loss_cls: 0.6461, loss: 0.6461, grad_norm: 3.5267 2020-10-12 14:33:19,837 - mmaction - INFO - Epoch [41][940/1253] lr: 3.000e-04, eta: 3:58:12, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9617, loss_cls: 0.6300, loss: 0.6300, grad_norm: 3.4397 2020-10-12 14:33:40,015 - mmaction - INFO - Epoch [41][960/1253] lr: 3.000e-04, eta: 3:57:46, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9497, loss_cls: 0.6430, loss: 0.6430, grad_norm: 3.4203 2020-10-12 14:34:00,355 - mmaction - INFO - Epoch [41][980/1253] lr: 3.000e-04, eta: 3:57:20, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9510, loss_cls: 0.6548, loss: 0.6548, grad_norm: 3.4952 2020-10-12 14:34:21,590 - mmaction - INFO - Epoch [41][1000/1253] lr: 3.000e-04, eta: 3:56:55, time: 1.062, data_time: 0.002, memory: 10398, top1_acc: 0.8167, top5_acc: 0.9505, loss_cls: 0.6681, loss: 0.6681, grad_norm: 3.5940 2020-10-12 14:34:42,849 - mmaction - INFO - Epoch [41][1020/1253] lr: 3.000e-04, eta: 3:56:29, time: 1.060, data_time: 0.005, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9440, loss_cls: 0.6728, loss: 0.6728, grad_norm: 3.5816 2020-10-12 14:35:03,934 - mmaction - INFO - Epoch [41][1040/1253] lr: 3.000e-04, eta: 3:56:04, time: 1.054, data_time: 0.007, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9544, loss_cls: 0.6443, loss: 0.6443, grad_norm: 3.4765 2020-10-12 14:35:23,991 - mmaction - INFO - Epoch [41][1060/1253] lr: 3.000e-04, eta: 3:55:38, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9565, loss_cls: 0.6350, loss: 0.6350, grad_norm: 3.4518 2020-10-12 14:35:44,931 - mmaction - INFO - Epoch [41][1080/1253] lr: 3.000e-04, eta: 3:55:13, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9570, loss_cls: 0.6519, loss: 0.6519, grad_norm: 3.5700 2020-10-12 14:36:04,892 - mmaction - INFO - Epoch [41][1100/1253] lr: 3.000e-04, eta: 3:54:47, time: 0.999, data_time: 0.006, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9586, loss_cls: 0.6428, loss: 0.6428, grad_norm: 3.5315 2020-10-12 14:36:25,943 - mmaction - INFO - Epoch [41][1120/1253] lr: 3.000e-04, eta: 3:54:22, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.8177, top5_acc: 0.9448, loss_cls: 0.7068, loss: 0.7068, grad_norm: 3.6162 2020-10-12 14:36:45,999 - mmaction - INFO - Epoch [41][1140/1253] lr: 3.000e-04, eta: 3:53:56, time: 1.005, data_time: 0.006, memory: 10398, top1_acc: 0.8211, top5_acc: 0.9503, loss_cls: 0.6702, loss: 0.6702, grad_norm: 3.5856 2020-10-12 14:37:06,894 - mmaction - INFO - Epoch [41][1160/1253] lr: 3.000e-04, eta: 3:53:30, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9503, loss_cls: 0.6494, loss: 0.6494, grad_norm: 3.5380 2020-10-12 14:37:28,548 - mmaction - INFO - Epoch [41][1180/1253] lr: 3.000e-04, eta: 3:53:05, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9568, loss_cls: 0.6382, loss: 0.6382, grad_norm: 3.5215 2020-10-12 14:37:48,551 - mmaction - INFO - Epoch [41][1200/1253] lr: 3.000e-04, eta: 3:52:40, time: 1.000, data_time: 0.006, memory: 10398, top1_acc: 0.8242, top5_acc: 0.9578, loss_cls: 0.6423, loss: 0.6423, grad_norm: 3.5263 2020-10-12 14:38:10,520 - mmaction - INFO - Epoch [41][1220/1253] lr: 3.000e-04, eta: 3:52:14, time: 1.099, data_time: 0.003, memory: 10398, top1_acc: 0.8401, top5_acc: 0.9544, loss_cls: 0.6284, loss: 0.6284, grad_norm: 3.4672 2020-10-12 14:38:31,165 - mmaction - INFO - Epoch [41][1240/1253] lr: 3.000e-04, eta: 3:51:49, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9549, loss_cls: 0.6585, loss: 0.6585, grad_norm: 3.5645 2020-10-12 14:39:10,506 - mmaction - INFO - Epoch [42][20/1253] lr: 3.000e-04, eta: 3:51:05, time: 1.338, data_time: 0.450, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9536, loss_cls: 0.6286, loss: 0.6286, grad_norm: 3.4130 2020-10-12 14:39:31,064 - mmaction - INFO - Epoch [42][40/1253] lr: 3.000e-04, eta: 3:50:40, time: 1.030, data_time: 0.007, memory: 10398, top1_acc: 0.8440, top5_acc: 0.9570, loss_cls: 0.6157, loss: 0.6157, grad_norm: 3.3914 2020-10-12 14:39:52,622 - mmaction - INFO - Epoch [42][60/1253] lr: 3.000e-04, eta: 3:50:14, time: 1.079, data_time: 0.006, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9560, loss_cls: 0.6137, loss: 0.6137, grad_norm: 3.4696 2020-10-12 14:40:12,178 - mmaction - INFO - Epoch [42][80/1253] lr: 3.000e-04, eta: 3:49:49, time: 0.978, data_time: 0.002, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9573, loss_cls: 0.6299, loss: 0.6299, grad_norm: 3.5121 2020-10-12 14:40:32,976 - mmaction - INFO - Epoch [42][100/1253] lr: 3.000e-04, eta: 3:49:23, time: 1.038, data_time: 0.004, memory: 10398, top1_acc: 0.8216, top5_acc: 0.9505, loss_cls: 0.6665, loss: 0.6665, grad_norm: 3.6075 2020-10-12 14:40:54,062 - mmaction - INFO - Epoch [42][120/1253] lr: 3.000e-04, eta: 3:48:58, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9521, loss_cls: 0.6460, loss: 0.6460, grad_norm: 3.4507 2020-10-12 14:41:14,173 - mmaction - INFO - Epoch [42][140/1253] lr: 3.000e-04, eta: 3:48:32, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.8180, top5_acc: 0.9451, loss_cls: 0.6887, loss: 0.6887, grad_norm: 3.6230 2020-10-12 14:41:35,134 - mmaction - INFO - Epoch [42][160/1253] lr: 3.000e-04, eta: 3:48:07, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.8193, top5_acc: 0.9534, loss_cls: 0.6751, loss: 0.6751, grad_norm: 3.6214 2020-10-12 14:41:55,565 - mmaction - INFO - Epoch [42][180/1253] lr: 3.000e-04, eta: 3:47:41, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.8195, top5_acc: 0.9547, loss_cls: 0.6714, loss: 0.6714, grad_norm: 3.5178 2020-10-12 14:42:16,764 - mmaction - INFO - Epoch [42][200/1253] lr: 3.000e-04, eta: 3:47:16, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9516, loss_cls: 0.6493, loss: 0.6493, grad_norm: 3.5013 2020-10-12 14:42:36,423 - mmaction - INFO - Epoch [42][220/1253] lr: 3.000e-04, eta: 3:46:50, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.8229, top5_acc: 0.9544, loss_cls: 0.6686, loss: 0.6686, grad_norm: 3.5378 2020-10-12 14:42:57,008 - mmaction - INFO - Epoch [42][240/1253] lr: 3.000e-04, eta: 3:46:25, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9542, loss_cls: 0.6316, loss: 0.6316, grad_norm: 3.4263 2020-10-12 14:43:18,416 - mmaction - INFO - Epoch [42][260/1253] lr: 3.000e-04, eta: 3:45:59, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9536, loss_cls: 0.6451, loss: 0.6451, grad_norm: 3.5209 2020-10-12 14:43:39,959 - mmaction - INFO - Epoch [42][280/1253] lr: 3.000e-04, eta: 3:45:34, time: 1.077, data_time: 0.008, memory: 10398, top1_acc: 0.8266, top5_acc: 0.9518, loss_cls: 0.6639, loss: 0.6639, grad_norm: 3.5752 2020-10-12 14:44:00,020 - mmaction - INFO - Epoch [42][300/1253] lr: 3.000e-04, eta: 3:45:08, time: 1.004, data_time: 0.006, memory: 10398, top1_acc: 0.8219, top5_acc: 0.9552, loss_cls: 0.6500, loss: 0.6500, grad_norm: 3.6089 2020-10-12 14:44:21,159 - mmaction - INFO - Epoch [42][320/1253] lr: 3.000e-04, eta: 3:44:43, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9508, loss_cls: 0.6719, loss: 0.6719, grad_norm: 3.5899 2020-10-12 14:44:41,670 - mmaction - INFO - Epoch [42][340/1253] lr: 3.000e-04, eta: 3:44:18, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9578, loss_cls: 0.6380, loss: 0.6380, grad_norm: 3.5060 2020-10-12 14:45:02,973 - mmaction - INFO - Epoch [42][360/1253] lr: 3.000e-04, eta: 3:43:52, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9531, loss_cls: 0.6518, loss: 0.6518, grad_norm: 3.5140 2020-10-12 14:45:23,190 - mmaction - INFO - Epoch [42][380/1253] lr: 3.000e-04, eta: 3:43:27, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.8242, top5_acc: 0.9547, loss_cls: 0.6611, loss: 0.6611, grad_norm: 3.5713 2020-10-12 14:45:44,818 - mmaction - INFO - Epoch [42][400/1253] lr: 3.000e-04, eta: 3:43:02, time: 1.080, data_time: 0.005, memory: 10398, top1_acc: 0.8198, top5_acc: 0.9492, loss_cls: 0.6722, loss: 0.6722, grad_norm: 3.5690 2020-10-12 14:46:06,094 - mmaction - INFO - Epoch [42][420/1253] lr: 3.000e-04, eta: 3:42:36, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9542, loss_cls: 0.6498, loss: 0.6498, grad_norm: 3.4672 2020-10-12 14:46:27,258 - mmaction - INFO - Epoch [42][440/1253] lr: 3.000e-04, eta: 3:42:11, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9490, loss_cls: 0.6807, loss: 0.6807, grad_norm: 3.5811 2020-10-12 14:46:48,874 - mmaction - INFO - Epoch [42][460/1253] lr: 3.000e-04, eta: 3:41:46, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9557, loss_cls: 0.6179, loss: 0.6179, grad_norm: 3.4656 2020-10-12 14:47:10,246 - mmaction - INFO - Epoch [42][480/1253] lr: 3.000e-04, eta: 3:41:20, time: 1.069, data_time: 0.002, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9500, loss_cls: 0.6420, loss: 0.6420, grad_norm: 3.4175 2020-10-12 14:47:30,800 - mmaction - INFO - Epoch [42][500/1253] lr: 3.000e-04, eta: 3:40:55, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9542, loss_cls: 0.6551, loss: 0.6551, grad_norm: 3.5790 2020-10-12 14:47:51,427 - mmaction - INFO - Epoch [42][520/1253] lr: 3.000e-04, eta: 3:40:30, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9474, loss_cls: 0.6813, loss: 0.6813, grad_norm: 3.5429 2020-10-12 14:48:12,518 - mmaction - INFO - Epoch [42][540/1253] lr: 3.000e-04, eta: 3:40:04, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.8427, top5_acc: 0.9562, loss_cls: 0.6143, loss: 0.6143, grad_norm: 3.4733 2020-10-12 14:48:34,805 - mmaction - INFO - Epoch [42][560/1253] lr: 3.000e-04, eta: 3:39:39, time: 1.111, data_time: 0.004, memory: 10398, top1_acc: 0.8203, top5_acc: 0.9487, loss_cls: 0.6763, loss: 0.6763, grad_norm: 3.4672 2020-10-12 14:48:55,104 - mmaction - INFO - Epoch [42][580/1253] lr: 3.000e-04, eta: 3:39:14, time: 1.018, data_time: 0.007, memory: 10398, top1_acc: 0.8214, top5_acc: 0.9456, loss_cls: 0.6773, loss: 0.6773, grad_norm: 3.5310 2020-10-12 14:49:16,363 - mmaction - INFO - Epoch [42][600/1253] lr: 3.000e-04, eta: 3:38:48, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9544, loss_cls: 0.6390, loss: 0.6390, grad_norm: 3.5614 2020-10-12 14:49:36,978 - mmaction - INFO - Epoch [42][620/1253] lr: 3.000e-04, eta: 3:38:23, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9576, loss_cls: 0.6379, loss: 0.6379, grad_norm: 3.5330 2020-10-12 14:49:57,732 - mmaction - INFO - Epoch [42][640/1253] lr: 3.000e-04, eta: 3:37:58, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.8203, top5_acc: 0.9479, loss_cls: 0.6767, loss: 0.6767, grad_norm: 3.5592 2020-10-12 14:50:18,197 - mmaction - INFO - Epoch [42][660/1253] lr: 3.000e-04, eta: 3:37:32, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8286, top5_acc: 0.9500, loss_cls: 0.6633, loss: 0.6633, grad_norm: 3.5743 2020-10-12 14:50:40,849 - mmaction - INFO - Epoch [42][680/1253] lr: 3.000e-04, eta: 3:37:07, time: 1.131, data_time: 0.005, memory: 10398, top1_acc: 0.8276, top5_acc: 0.9549, loss_cls: 0.6600, loss: 0.6600, grad_norm: 3.5959 2020-10-12 14:51:01,755 - mmaction - INFO - Epoch [42][700/1253] lr: 3.000e-04, eta: 3:36:42, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9573, loss_cls: 0.6336, loss: 0.6336, grad_norm: 3.5360 2020-10-12 14:51:22,118 - mmaction - INFO - Epoch [42][720/1253] lr: 3.000e-04, eta: 3:36:16, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9534, loss_cls: 0.6409, loss: 0.6409, grad_norm: 3.4769 2020-10-12 14:51:42,237 - mmaction - INFO - Epoch [42][740/1253] lr: 3.000e-04, eta: 3:35:51, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9607, loss_cls: 0.6178, loss: 0.6178, grad_norm: 3.5054 2020-10-12 14:52:02,156 - mmaction - INFO - Epoch [42][760/1253] lr: 3.000e-04, eta: 3:35:25, time: 0.996, data_time: 0.005, memory: 10398, top1_acc: 0.8216, top5_acc: 0.9487, loss_cls: 0.6709, loss: 0.6709, grad_norm: 3.5415 2020-10-12 14:52:23,172 - mmaction - INFO - Epoch [42][780/1253] lr: 3.000e-04, eta: 3:35:00, time: 1.052, data_time: 0.003, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9576, loss_cls: 0.6136, loss: 0.6136, grad_norm: 3.3488 2020-10-12 14:52:43,103 - mmaction - INFO - Epoch [42][800/1253] lr: 3.000e-04, eta: 3:34:35, time: 0.993, data_time: 0.005, memory: 10398, top1_acc: 0.8224, top5_acc: 0.9583, loss_cls: 0.6339, loss: 0.6339, grad_norm: 3.4978 2020-10-12 14:53:03,595 - mmaction - INFO - Epoch [42][820/1253] lr: 3.000e-04, eta: 3:34:09, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9617, loss_cls: 0.6068, loss: 0.6068, grad_norm: 3.3579 2020-10-12 14:53:23,895 - mmaction - INFO - Epoch [42][840/1253] lr: 3.000e-04, eta: 3:33:44, time: 1.013, data_time: 0.007, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9544, loss_cls: 0.6575, loss: 0.6575, grad_norm: 3.5886 2020-10-12 14:53:44,605 - mmaction - INFO - Epoch [42][860/1253] lr: 3.000e-04, eta: 3:33:18, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.8190, top5_acc: 0.9549, loss_cls: 0.6478, loss: 0.6478, grad_norm: 3.5448 2020-10-12 14:54:05,177 - mmaction - INFO - Epoch [42][880/1253] lr: 3.000e-04, eta: 3:32:53, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9615, loss_cls: 0.5963, loss: 0.5963, grad_norm: 3.4346 2020-10-12 14:54:25,667 - mmaction - INFO - Epoch [42][900/1253] lr: 3.000e-04, eta: 3:32:28, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9562, loss_cls: 0.6205, loss: 0.6205, grad_norm: 3.4738 2020-10-12 14:54:47,498 - mmaction - INFO - Epoch [42][920/1253] lr: 3.000e-04, eta: 3:32:03, time: 1.092, data_time: 0.006, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9539, loss_cls: 0.6558, loss: 0.6558, grad_norm: 3.5269 2020-10-12 14:55:08,606 - mmaction - INFO - Epoch [42][940/1253] lr: 3.000e-04, eta: 3:31:37, time: 1.057, data_time: 0.006, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9547, loss_cls: 0.6324, loss: 0.6324, grad_norm: 3.4886 2020-10-12 14:55:30,235 - mmaction - INFO - Epoch [42][960/1253] lr: 3.000e-04, eta: 3:31:12, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.8214, top5_acc: 0.9503, loss_cls: 0.6776, loss: 0.6776, grad_norm: 3.6655 2020-10-12 14:55:51,102 - mmaction - INFO - Epoch [42][980/1253] lr: 3.000e-04, eta: 3:30:47, time: 1.044, data_time: 0.005, memory: 10398, top1_acc: 0.8169, top5_acc: 0.9490, loss_cls: 0.6798, loss: 0.6798, grad_norm: 3.7132 2020-10-12 14:56:11,465 - mmaction - INFO - Epoch [42][1000/1253] lr: 3.000e-04, eta: 3:30:21, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9536, loss_cls: 0.6557, loss: 0.6557, grad_norm: 3.6006 2020-10-12 14:56:32,981 - mmaction - INFO - Epoch [42][1020/1253] lr: 3.000e-04, eta: 3:29:56, time: 1.074, data_time: 0.004, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9500, loss_cls: 0.6647, loss: 0.6647, grad_norm: 3.5654 2020-10-12 14:56:53,108 - mmaction - INFO - Epoch [42][1040/1253] lr: 3.000e-04, eta: 3:29:31, time: 1.008, data_time: 0.006, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9542, loss_cls: 0.6645, loss: 0.6645, grad_norm: 3.5766 2020-10-12 14:57:14,337 - mmaction - INFO - Epoch [42][1060/1253] lr: 3.000e-04, eta: 3:29:06, time: 1.061, data_time: 0.002, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9505, loss_cls: 0.6819, loss: 0.6819, grad_norm: 3.6311 2020-10-12 14:57:35,132 - mmaction - INFO - Epoch [42][1080/1253] lr: 3.000e-04, eta: 3:28:40, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9547, loss_cls: 0.6462, loss: 0.6462, grad_norm: 3.5521 2020-10-12 14:57:57,145 - mmaction - INFO - Epoch [42][1100/1253] lr: 3.000e-04, eta: 3:28:15, time: 1.103, data_time: 0.007, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9487, loss_cls: 0.6603, loss: 0.6603, grad_norm: 3.5330 2020-10-12 14:58:17,583 - mmaction - INFO - Epoch [42][1120/1253] lr: 3.000e-04, eta: 3:27:50, time: 1.021, data_time: 0.002, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9526, loss_cls: 0.6510, loss: 0.6510, grad_norm: 3.5583 2020-10-12 14:58:39,120 - mmaction - INFO - Epoch [42][1140/1253] lr: 3.000e-04, eta: 3:27:25, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9521, loss_cls: 0.6422, loss: 0.6422, grad_norm: 3.5128 2020-10-12 14:58:59,342 - mmaction - INFO - Epoch [42][1160/1253] lr: 3.000e-04, eta: 3:26:59, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9617, loss_cls: 0.6163, loss: 0.6163, grad_norm: 3.4426 2020-10-12 14:59:21,331 - mmaction - INFO - Epoch [42][1180/1253] lr: 3.000e-04, eta: 3:26:34, time: 1.098, data_time: 0.002, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9529, loss_cls: 0.6317, loss: 0.6317, grad_norm: 3.4942 2020-10-12 14:59:42,040 - mmaction - INFO - Epoch [42][1200/1253] lr: 3.000e-04, eta: 3:26:09, time: 1.036, data_time: 0.007, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9518, loss_cls: 0.6568, loss: 0.6568, grad_norm: 3.4793 2020-10-12 15:00:11,463 - mmaction - INFO - Epoch [42][1220/1253] lr: 3.000e-04, eta: 3:25:45, time: 1.468, data_time: 0.006, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9549, loss_cls: 0.6483, loss: 0.6483, grad_norm: 3.5331 2020-10-12 15:00:30,114 - mmaction - INFO - Epoch [42][1240/1253] lr: 3.000e-04, eta: 3:25:20, time: 0.937, data_time: 0.016, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9529, loss_cls: 0.6391, loss: 0.6391, grad_norm: 3.5603 2020-10-12 15:01:13,326 - mmaction - INFO - Epoch [43][20/1253] lr: 3.000e-04, eta: 3:24:37, time: 1.485, data_time: 0.603, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9578, loss_cls: 0.6127, loss: 0.6127, grad_norm: 3.4454 2020-10-12 15:01:34,114 - mmaction - INFO - Epoch [43][40/1253] lr: 3.000e-04, eta: 3:24:12, time: 1.039, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9552, loss_cls: 0.6427, loss: 0.6427, grad_norm: 3.4958 2020-10-12 15:01:54,705 - mmaction - INFO - Epoch [43][60/1253] lr: 3.000e-04, eta: 3:23:47, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9542, loss_cls: 0.6520, loss: 0.6520, grad_norm: 3.5498 2020-10-12 15:02:16,972 - mmaction - INFO - Epoch [43][80/1253] lr: 3.000e-04, eta: 3:23:22, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.8354, top5_acc: 0.9555, loss_cls: 0.6353, loss: 0.6353, grad_norm: 3.4423 2020-10-12 15:02:40,267 - mmaction - INFO - Epoch [43][100/1253] lr: 3.000e-04, eta: 3:22:57, time: 1.165, data_time: 0.007, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9542, loss_cls: 0.6385, loss: 0.6385, grad_norm: 3.4440 2020-10-12 15:03:00,653 - mmaction - INFO - Epoch [43][120/1253] lr: 3.000e-04, eta: 3:22:32, time: 1.016, data_time: 0.003, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9552, loss_cls: 0.6443, loss: 0.6443, grad_norm: 3.5936 2020-10-12 15:03:21,229 - mmaction - INFO - Epoch [43][140/1253] lr: 3.000e-04, eta: 3:22:06, time: 1.032, data_time: 0.007, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9521, loss_cls: 0.6679, loss: 0.6679, grad_norm: 3.6196 2020-10-12 15:03:43,819 - mmaction - INFO - Epoch [43][160/1253] lr: 3.000e-04, eta: 3:21:41, time: 1.128, data_time: 0.005, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9539, loss_cls: 0.6460, loss: 0.6460, grad_norm: 3.5475 2020-10-12 15:04:06,154 - mmaction - INFO - Epoch [43][180/1253] lr: 3.000e-04, eta: 3:21:16, time: 1.118, data_time: 0.005, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9497, loss_cls: 0.6652, loss: 0.6652, grad_norm: 3.5238 2020-10-12 15:04:26,715 - mmaction - INFO - Epoch [43][200/1253] lr: 3.000e-04, eta: 3:20:51, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.8438, top5_acc: 0.9687, loss_cls: 0.5732, loss: 0.5732, grad_norm: 3.3263 2020-10-12 15:04:49,020 - mmaction - INFO - Epoch [43][220/1253] lr: 3.000e-04, eta: 3:20:26, time: 1.119, data_time: 0.007, memory: 10398, top1_acc: 0.8388, top5_acc: 0.9586, loss_cls: 0.6199, loss: 0.6199, grad_norm: 3.4957 2020-10-12 15:05:10,672 - mmaction - INFO - Epoch [43][240/1253] lr: 3.000e-04, eta: 3:20:01, time: 1.082, data_time: 0.003, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9552, loss_cls: 0.6341, loss: 0.6341, grad_norm: 3.4853 2020-10-12 15:05:30,880 - mmaction - INFO - Epoch [43][260/1253] lr: 3.000e-04, eta: 3:19:36, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9529, loss_cls: 0.6495, loss: 0.6495, grad_norm: 3.5340 2020-10-12 15:05:51,556 - mmaction - INFO - Epoch [43][280/1253] lr: 3.000e-04, eta: 3:19:11, time: 1.033, data_time: 0.004, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9555, loss_cls: 0.6607, loss: 0.6607, grad_norm: 3.5594 2020-10-12 15:06:13,708 - mmaction - INFO - Epoch [43][300/1253] lr: 3.000e-04, eta: 3:18:46, time: 1.108, data_time: 0.005, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9526, loss_cls: 0.6626, loss: 0.6626, grad_norm: 3.5889 2020-10-12 15:06:34,507 - mmaction - INFO - Epoch [43][320/1253] lr: 3.000e-04, eta: 3:18:20, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9568, loss_cls: 0.6456, loss: 0.6456, grad_norm: 3.4952 2020-10-12 15:06:56,786 - mmaction - INFO - Epoch [43][340/1253] lr: 3.000e-04, eta: 3:17:55, time: 1.114, data_time: 0.006, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9576, loss_cls: 0.6252, loss: 0.6252, grad_norm: 3.4984 2020-10-12 15:07:18,345 - mmaction - INFO - Epoch [43][360/1253] lr: 3.000e-04, eta: 3:17:30, time: 1.080, data_time: 0.004, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9604, loss_cls: 0.6189, loss: 0.6189, grad_norm: 3.5177 2020-10-12 15:07:38,917 - mmaction - INFO - Epoch [43][380/1253] lr: 3.000e-04, eta: 3:17:05, time: 1.029, data_time: 0.002, memory: 10398, top1_acc: 0.8229, top5_acc: 0.9495, loss_cls: 0.6592, loss: 0.6592, grad_norm: 3.6280 2020-10-12 15:07:59,562 - mmaction - INFO - Epoch [43][400/1253] lr: 3.000e-04, eta: 3:16:40, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.8206, top5_acc: 0.9458, loss_cls: 0.6829, loss: 0.6829, grad_norm: 3.4975 2020-10-12 15:08:21,432 - mmaction - INFO - Epoch [43][420/1253] lr: 3.000e-04, eta: 3:16:15, time: 1.092, data_time: 0.003, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9531, loss_cls: 0.6514, loss: 0.6514, grad_norm: 3.5934 2020-10-12 15:08:42,380 - mmaction - INFO - Epoch [43][440/1253] lr: 3.000e-04, eta: 3:15:50, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9562, loss_cls: 0.6396, loss: 0.6396, grad_norm: 3.5939 2020-10-12 15:09:02,994 - mmaction - INFO - Epoch [43][460/1253] lr: 3.000e-04, eta: 3:15:25, time: 1.033, data_time: 0.006, memory: 10398, top1_acc: 0.8266, top5_acc: 0.9568, loss_cls: 0.6529, loss: 0.6529, grad_norm: 3.5443 2020-10-12 15:09:23,618 - mmaction - INFO - Epoch [43][480/1253] lr: 3.000e-04, eta: 3:14:59, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.8247, top5_acc: 0.9500, loss_cls: 0.6539, loss: 0.6539, grad_norm: 3.4757 2020-10-12 15:09:45,253 - mmaction - INFO - Epoch [43][500/1253] lr: 3.000e-04, eta: 3:14:34, time: 1.080, data_time: 0.004, memory: 10398, top1_acc: 0.8130, top5_acc: 0.9440, loss_cls: 0.6877, loss: 0.6877, grad_norm: 3.5928 2020-10-12 15:10:05,671 - mmaction - INFO - Epoch [43][520/1253] lr: 3.000e-04, eta: 3:14:09, time: 1.022, data_time: 0.006, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9563, loss_cls: 0.6280, loss: 0.6280, grad_norm: 3.5267 2020-10-12 15:10:26,758 - mmaction - INFO - Epoch [43][540/1253] lr: 3.000e-04, eta: 3:13:44, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.8362, top5_acc: 0.9562, loss_cls: 0.6259, loss: 0.6259, grad_norm: 3.5147 2020-10-12 15:10:47,217 - mmaction - INFO - Epoch [43][560/1253] lr: 3.000e-04, eta: 3:13:19, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9563, loss_cls: 0.6219, loss: 0.6219, grad_norm: 3.4688 2020-10-12 15:11:07,272 - mmaction - INFO - Epoch [43][580/1253] lr: 3.000e-04, eta: 3:12:53, time: 1.004, data_time: 0.005, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9555, loss_cls: 0.6481, loss: 0.6481, grad_norm: 3.5430 2020-10-12 15:11:28,867 - mmaction - INFO - Epoch [43][600/1253] lr: 3.000e-04, eta: 3:12:28, time: 1.079, data_time: 0.004, memory: 10398, top1_acc: 0.8227, top5_acc: 0.9521, loss_cls: 0.6606, loss: 0.6606, grad_norm: 3.6156 2020-10-12 15:11:50,565 - mmaction - INFO - Epoch [43][620/1253] lr: 3.000e-04, eta: 3:12:03, time: 1.086, data_time: 0.004, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9505, loss_cls: 0.6639, loss: 0.6639, grad_norm: 3.5471 2020-10-12 15:12:12,766 - mmaction - INFO - Epoch [43][640/1253] lr: 3.000e-04, eta: 3:11:38, time: 1.110, data_time: 0.002, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9547, loss_cls: 0.6622, loss: 0.6622, grad_norm: 3.5272 2020-10-12 15:12:33,114 - mmaction - INFO - Epoch [43][660/1253] lr: 3.000e-04, eta: 3:11:13, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9555, loss_cls: 0.6513, loss: 0.6513, grad_norm: 3.5937 2020-10-12 15:12:54,924 - mmaction - INFO - Epoch [43][680/1253] lr: 3.000e-04, eta: 3:10:48, time: 1.090, data_time: 0.005, memory: 10398, top1_acc: 0.8203, top5_acc: 0.9552, loss_cls: 0.6528, loss: 0.6528, grad_norm: 3.6067 2020-10-12 15:13:15,611 - mmaction - INFO - Epoch [43][700/1253] lr: 3.000e-04, eta: 3:10:23, time: 1.032, data_time: 0.003, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9573, loss_cls: 0.6180, loss: 0.6180, grad_norm: 3.4583 2020-10-12 15:13:36,491 - mmaction - INFO - Epoch [43][720/1253] lr: 3.000e-04, eta: 3:09:58, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9552, loss_cls: 0.6303, loss: 0.6303, grad_norm: 3.4908 2020-10-12 15:13:57,811 - mmaction - INFO - Epoch [43][740/1253] lr: 3.000e-04, eta: 3:09:33, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.8206, top5_acc: 0.9529, loss_cls: 0.6812, loss: 0.6812, grad_norm: 3.6665 2020-10-12 15:14:19,762 - mmaction - INFO - Epoch [43][760/1253] lr: 3.000e-04, eta: 3:09:08, time: 1.097, data_time: 0.002, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9503, loss_cls: 0.6509, loss: 0.6509, grad_norm: 3.4873 2020-10-12 15:14:40,652 - mmaction - INFO - Epoch [43][780/1253] lr: 3.000e-04, eta: 3:08:43, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.8182, top5_acc: 0.9563, loss_cls: 0.6506, loss: 0.6506, grad_norm: 3.5646 2020-10-12 15:15:01,768 - mmaction - INFO - Epoch [43][800/1253] lr: 3.000e-04, eta: 3:08:18, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.8362, top5_acc: 0.9563, loss_cls: 0.6242, loss: 0.6242, grad_norm: 3.5568 2020-10-12 15:15:22,996 - mmaction - INFO - Epoch [43][820/1253] lr: 3.000e-04, eta: 3:07:53, time: 1.065, data_time: 0.006, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9505, loss_cls: 0.6586, loss: 0.6586, grad_norm: 3.6165 2020-10-12 15:15:43,633 - mmaction - INFO - Epoch [43][840/1253] lr: 3.000e-04, eta: 3:07:27, time: 1.031, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9492, loss_cls: 0.6513, loss: 0.6513, grad_norm: 3.5172 2020-10-12 15:16:05,392 - mmaction - INFO - Epoch [43][860/1253] lr: 3.000e-04, eta: 3:07:03, time: 1.090, data_time: 0.005, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9539, loss_cls: 0.6509, loss: 0.6509, grad_norm: 3.5519 2020-10-12 15:16:26,215 - mmaction - INFO - Epoch [43][880/1253] lr: 3.000e-04, eta: 3:06:37, time: 1.039, data_time: 0.004, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9568, loss_cls: 0.6278, loss: 0.6278, grad_norm: 3.5808 2020-10-12 15:16:46,381 - mmaction - INFO - Epoch [43][900/1253] lr: 3.000e-04, eta: 3:06:12, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.8229, top5_acc: 0.9544, loss_cls: 0.6528, loss: 0.6528, grad_norm: 3.6319 2020-10-12 15:17:07,538 - mmaction - INFO - Epoch [43][920/1253] lr: 3.000e-04, eta: 3:05:47, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9536, loss_cls: 0.6253, loss: 0.6253, grad_norm: 3.4854 2020-10-12 15:17:29,263 - mmaction - INFO - Epoch [43][940/1253] lr: 3.000e-04, eta: 3:05:22, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9594, loss_cls: 0.6062, loss: 0.6062, grad_norm: 3.5090 2020-10-12 15:17:48,693 - mmaction - INFO - Epoch [43][960/1253] lr: 3.000e-04, eta: 3:04:57, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.8344, top5_acc: 0.9557, loss_cls: 0.6496, loss: 0.6496, grad_norm: 3.4969 2020-10-12 15:18:10,707 - mmaction - INFO - Epoch [43][980/1253] lr: 3.000e-04, eta: 3:04:32, time: 1.101, data_time: 0.003, memory: 10398, top1_acc: 0.8352, top5_acc: 0.9539, loss_cls: 0.6403, loss: 0.6403, grad_norm: 3.5282 2020-10-12 15:18:31,363 - mmaction - INFO - Epoch [43][1000/1253] lr: 3.000e-04, eta: 3:04:07, time: 1.033, data_time: 0.005, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9583, loss_cls: 0.6326, loss: 0.6326, grad_norm: 3.5481 2020-10-12 15:18:52,364 - mmaction - INFO - Epoch [43][1020/1253] lr: 3.000e-04, eta: 3:03:42, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.8237, top5_acc: 0.9508, loss_cls: 0.6766, loss: 0.6766, grad_norm: 3.5985 2020-10-12 15:19:12,710 - mmaction - INFO - Epoch [43][1040/1253] lr: 3.000e-04, eta: 3:03:17, time: 1.019, data_time: 0.004, memory: 10398, top1_acc: 0.8354, top5_acc: 0.9526, loss_cls: 0.6415, loss: 0.6415, grad_norm: 3.4624 2020-10-12 15:19:33,836 - mmaction - INFO - Epoch [43][1060/1253] lr: 3.000e-04, eta: 3:02:52, time: 1.057, data_time: 0.002, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9544, loss_cls: 0.6550, loss: 0.6550, grad_norm: 3.5819 2020-10-12 15:19:55,563 - mmaction - INFO - Epoch [43][1080/1253] lr: 3.000e-04, eta: 3:02:27, time: 1.085, data_time: 0.004, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9581, loss_cls: 0.6394, loss: 0.6394, grad_norm: 3.5266 2020-10-12 15:20:16,555 - mmaction - INFO - Epoch [43][1100/1253] lr: 3.000e-04, eta: 3:02:02, time: 1.051, data_time: 0.003, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9521, loss_cls: 0.6462, loss: 0.6462, grad_norm: 3.5608 2020-10-12 15:20:38,528 - mmaction - INFO - Epoch [43][1120/1253] lr: 3.000e-04, eta: 3:01:37, time: 1.097, data_time: 0.006, memory: 10398, top1_acc: 0.8206, top5_acc: 0.9557, loss_cls: 0.6579, loss: 0.6579, grad_norm: 3.6162 2020-10-12 15:21:00,112 - mmaction - INFO - Epoch [43][1140/1253] lr: 3.000e-04, eta: 3:01:12, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9570, loss_cls: 0.6468, loss: 0.6468, grad_norm: 3.5856 2020-10-12 15:21:22,218 - mmaction - INFO - Epoch [43][1160/1253] lr: 3.000e-04, eta: 3:00:47, time: 1.103, data_time: 0.002, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9497, loss_cls: 0.6601, loss: 0.6601, grad_norm: 3.5044 2020-10-12 15:21:42,619 - mmaction - INFO - Epoch [43][1180/1253] lr: 3.000e-04, eta: 3:00:22, time: 1.022, data_time: 0.004, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9539, loss_cls: 0.6541, loss: 0.6541, grad_norm: 3.6839 2020-10-12 15:22:05,639 - mmaction - INFO - Epoch [43][1200/1253] lr: 3.000e-04, eta: 2:59:57, time: 1.149, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9503, loss_cls: 0.6691, loss: 0.6691, grad_norm: 3.6027 2020-10-12 15:22:27,340 - mmaction - INFO - Epoch [43][1220/1253] lr: 3.000e-04, eta: 2:59:32, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.8313, top5_acc: 0.9594, loss_cls: 0.6363, loss: 0.6363, grad_norm: 3.5640 2020-10-12 15:22:48,618 - mmaction - INFO - Epoch [43][1240/1253] lr: 3.000e-04, eta: 2:59:07, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9518, loss_cls: 0.6526, loss: 0.6526, grad_norm: 3.5559 2020-10-12 15:23:29,366 - mmaction - INFO - Epoch [44][20/1253] lr: 3.000e-04, eta: 2:58:25, time: 1.377, data_time: 0.459, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9542, loss_cls: 0.6200, loss: 0.6200, grad_norm: 3.5031 2020-10-12 15:23:49,587 - mmaction - INFO - Epoch [44][40/1253] lr: 3.000e-04, eta: 2:57:59, time: 1.012, data_time: 0.006, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9562, loss_cls: 0.6301, loss: 0.6301, grad_norm: 3.5580 2020-10-12 15:24:10,564 - mmaction - INFO - Epoch [44][60/1253] lr: 3.000e-04, eta: 2:57:34, time: 1.050, data_time: 0.003, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9529, loss_cls: 0.6570, loss: 0.6570, grad_norm: 3.6506 2020-10-12 15:24:31,836 - mmaction - INFO - Epoch [44][80/1253] lr: 3.000e-04, eta: 2:57:09, time: 1.062, data_time: 0.004, memory: 10398, top1_acc: 0.8198, top5_acc: 0.9484, loss_cls: 0.6756, loss: 0.6756, grad_norm: 3.5861 2020-10-12 15:24:53,488 - mmaction - INFO - Epoch [44][100/1253] lr: 3.000e-04, eta: 2:56:44, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.8201, top5_acc: 0.9526, loss_cls: 0.6599, loss: 0.6599, grad_norm: 3.5455 2020-10-12 15:25:15,424 - mmaction - INFO - Epoch [44][120/1253] lr: 3.000e-04, eta: 2:56:20, time: 1.095, data_time: 0.002, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9555, loss_cls: 0.6387, loss: 0.6387, grad_norm: 3.6086 2020-10-12 15:25:36,629 - mmaction - INFO - Epoch [44][140/1253] lr: 3.000e-04, eta: 2:55:55, time: 1.062, data_time: 0.006, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9573, loss_cls: 0.6203, loss: 0.6203, grad_norm: 3.5396 2020-10-12 15:25:58,977 - mmaction - INFO - Epoch [44][160/1253] lr: 3.000e-04, eta: 2:55:30, time: 1.116, data_time: 0.005, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9578, loss_cls: 0.6136, loss: 0.6136, grad_norm: 3.5749 2020-10-12 15:26:20,766 - mmaction - INFO - Epoch [44][180/1253] lr: 3.000e-04, eta: 2:55:05, time: 1.090, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9482, loss_cls: 0.6486, loss: 0.6486, grad_norm: 3.5579 2020-10-12 15:26:42,439 - mmaction - INFO - Epoch [44][200/1253] lr: 3.000e-04, eta: 2:54:40, time: 1.084, data_time: 0.005, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9604, loss_cls: 0.6148, loss: 0.6148, grad_norm: 3.5337 2020-10-12 15:27:03,395 - mmaction - INFO - Epoch [44][220/1253] lr: 3.000e-04, eta: 2:54:15, time: 1.047, data_time: 0.006, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9602, loss_cls: 0.6104, loss: 0.6104, grad_norm: 3.5154 2020-10-12 15:27:24,152 - mmaction - INFO - Epoch [44][240/1253] lr: 3.000e-04, eta: 2:53:50, time: 1.037, data_time: 0.004, memory: 10398, top1_acc: 0.8219, top5_acc: 0.9464, loss_cls: 0.6698, loss: 0.6698, grad_norm: 3.5544 2020-10-12 15:27:45,261 - mmaction - INFO - Epoch [44][260/1253] lr: 3.000e-04, eta: 2:53:25, time: 1.056, data_time: 0.006, memory: 10398, top1_acc: 0.8443, top5_acc: 0.9560, loss_cls: 0.6158, loss: 0.6158, grad_norm: 3.4520 2020-10-12 15:28:08,040 - mmaction - INFO - Epoch [44][280/1253] lr: 3.000e-04, eta: 2:53:00, time: 1.140, data_time: 0.005, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9508, loss_cls: 0.6754, loss: 0.6754, grad_norm: 3.6551 2020-10-12 15:28:29,846 - mmaction - INFO - Epoch [44][300/1253] lr: 3.000e-04, eta: 2:52:35, time: 1.091, data_time: 0.002, memory: 10398, top1_acc: 0.8352, top5_acc: 0.9552, loss_cls: 0.6422, loss: 0.6422, grad_norm: 3.5538 2020-10-12 15:28:50,782 - mmaction - INFO - Epoch [44][320/1253] lr: 3.000e-04, eta: 2:52:10, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9549, loss_cls: 0.6277, loss: 0.6277, grad_norm: 3.5187 2020-10-12 15:29:12,683 - mmaction - INFO - Epoch [44][340/1253] lr: 3.000e-04, eta: 2:51:46, time: 1.097, data_time: 0.004, memory: 10398, top1_acc: 0.8362, top5_acc: 0.9563, loss_cls: 0.6111, loss: 0.6111, grad_norm: 3.5057 2020-10-12 15:29:33,459 - mmaction - INFO - Epoch [44][360/1253] lr: 3.000e-04, eta: 2:51:21, time: 1.037, data_time: 0.005, memory: 10398, top1_acc: 0.8271, top5_acc: 0.9513, loss_cls: 0.6473, loss: 0.6473, grad_norm: 3.5331 2020-10-12 15:29:54,277 - mmaction - INFO - Epoch [44][380/1253] lr: 3.000e-04, eta: 2:50:56, time: 1.043, data_time: 0.006, memory: 10398, top1_acc: 0.8312, top5_acc: 0.9557, loss_cls: 0.6342, loss: 0.6342, grad_norm: 3.5705 2020-10-12 15:30:14,673 - mmaction - INFO - Epoch [44][400/1253] lr: 3.000e-04, eta: 2:50:31, time: 1.020, data_time: 0.002, memory: 10398, top1_acc: 0.8367, top5_acc: 0.9549, loss_cls: 0.6305, loss: 0.6305, grad_norm: 3.5016 2020-10-12 15:30:34,724 - mmaction - INFO - Epoch [44][420/1253] lr: 3.000e-04, eta: 2:50:05, time: 1.001, data_time: 0.005, memory: 10398, top1_acc: 0.8271, top5_acc: 0.9542, loss_cls: 0.6569, loss: 0.6569, grad_norm: 3.5362 2020-10-12 15:30:55,688 - mmaction - INFO - Epoch [44][440/1253] lr: 3.000e-04, eta: 2:49:40, time: 1.051, data_time: 0.006, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9620, loss_cls: 0.6140, loss: 0.6140, grad_norm: 3.4798 2020-10-12 15:31:16,818 - mmaction - INFO - Epoch [44][460/1253] lr: 3.000e-04, eta: 2:49:15, time: 1.056, data_time: 0.002, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9560, loss_cls: 0.6312, loss: 0.6312, grad_norm: 3.5719 2020-10-12 15:31:39,614 - mmaction - INFO - Epoch [44][480/1253] lr: 3.000e-04, eta: 2:48:51, time: 1.136, data_time: 0.005, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9570, loss_cls: 0.6345, loss: 0.6345, grad_norm: 3.5210 2020-10-12 15:32:00,804 - mmaction - INFO - Epoch [44][500/1253] lr: 3.000e-04, eta: 2:48:26, time: 1.063, data_time: 0.007, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9503, loss_cls: 0.6378, loss: 0.6378, grad_norm: 3.5778 2020-10-12 15:32:20,471 - mmaction - INFO - Epoch [44][520/1253] lr: 3.000e-04, eta: 2:48:01, time: 0.984, data_time: 0.003, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9581, loss_cls: 0.6265, loss: 0.6265, grad_norm: 3.5294 2020-10-12 15:32:41,507 - mmaction - INFO - Epoch [44][540/1253] lr: 3.000e-04, eta: 2:47:36, time: 1.049, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9576, loss_cls: 0.6447, loss: 0.6447, grad_norm: 3.6263 2020-10-12 15:33:02,150 - mmaction - INFO - Epoch [44][560/1253] lr: 3.000e-04, eta: 2:47:11, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9503, loss_cls: 0.6555, loss: 0.6555, grad_norm: 3.5747 2020-10-12 15:33:22,791 - mmaction - INFO - Epoch [44][580/1253] lr: 3.000e-04, eta: 2:46:46, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9568, loss_cls: 0.6472, loss: 0.6472, grad_norm: 3.5768 2020-10-12 15:33:43,548 - mmaction - INFO - Epoch [44][600/1253] lr: 3.000e-04, eta: 2:46:21, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.8276, top5_acc: 0.9503, loss_cls: 0.6553, loss: 0.6553, grad_norm: 3.6277 2020-10-12 15:34:04,048 - mmaction - INFO - Epoch [44][620/1253] lr: 3.000e-04, eta: 2:45:56, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9456, loss_cls: 0.6688, loss: 0.6688, grad_norm: 3.5755 2020-10-12 15:34:23,994 - mmaction - INFO - Epoch [44][640/1253] lr: 3.000e-04, eta: 2:45:31, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.8180, top5_acc: 0.9505, loss_cls: 0.6828, loss: 0.6828, grad_norm: 3.6904 2020-10-12 15:34:44,712 - mmaction - INFO - Epoch [44][660/1253] lr: 3.000e-04, eta: 2:45:06, time: 1.036, data_time: 0.004, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9526, loss_cls: 0.6497, loss: 0.6497, grad_norm: 3.5378 2020-10-12 15:35:06,541 - mmaction - INFO - Epoch [44][680/1253] lr: 3.000e-04, eta: 2:44:41, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9555, loss_cls: 0.6387, loss: 0.6387, grad_norm: 3.5017 2020-10-12 15:35:28,071 - mmaction - INFO - Epoch [44][700/1253] lr: 3.000e-04, eta: 2:44:16, time: 1.075, data_time: 0.002, memory: 10398, top1_acc: 0.8154, top5_acc: 0.9505, loss_cls: 0.6627, loss: 0.6627, grad_norm: 3.5571 2020-10-12 15:35:48,520 - mmaction - INFO - Epoch [44][720/1253] lr: 3.000e-04, eta: 2:43:51, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9523, loss_cls: 0.6505, loss: 0.6505, grad_norm: 3.6759 2020-10-12 15:36:09,223 - mmaction - INFO - Epoch [44][740/1253] lr: 3.000e-04, eta: 2:43:26, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9531, loss_cls: 0.6333, loss: 0.6333, grad_norm: 3.5090 2020-10-12 15:36:30,365 - mmaction - INFO - Epoch [44][760/1253] lr: 3.000e-04, eta: 2:43:01, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.8354, top5_acc: 0.9560, loss_cls: 0.6377, loss: 0.6377, grad_norm: 3.5063 2020-10-12 15:36:52,164 - mmaction - INFO - Epoch [44][780/1253] lr: 3.000e-04, eta: 2:42:36, time: 1.092, data_time: 0.007, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9529, loss_cls: 0.6408, loss: 0.6408, grad_norm: 3.5615 2020-10-12 15:37:13,975 - mmaction - INFO - Epoch [44][800/1253] lr: 3.000e-04, eta: 2:42:11, time: 1.090, data_time: 0.002, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9557, loss_cls: 0.6378, loss: 0.6378, grad_norm: 3.5276 2020-10-12 15:37:36,396 - mmaction - INFO - Epoch [44][820/1253] lr: 3.000e-04, eta: 2:41:47, time: 1.122, data_time: 0.008, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9536, loss_cls: 0.6484, loss: 0.6484, grad_norm: 3.5698 2020-10-12 15:37:56,018 - mmaction - INFO - Epoch [44][840/1253] lr: 3.000e-04, eta: 2:41:22, time: 0.982, data_time: 0.004, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9557, loss_cls: 0.6447, loss: 0.6447, grad_norm: 3.6041 2020-10-12 15:38:16,825 - mmaction - INFO - Epoch [44][860/1253] lr: 3.000e-04, eta: 2:40:57, time: 1.040, data_time: 0.002, memory: 10398, top1_acc: 0.8234, top5_acc: 0.9560, loss_cls: 0.6593, loss: 0.6593, grad_norm: 3.6554 2020-10-12 15:38:38,706 - mmaction - INFO - Epoch [44][880/1253] lr: 3.000e-04, eta: 2:40:32, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9557, loss_cls: 0.6400, loss: 0.6400, grad_norm: 3.5730 2020-10-12 15:38:58,512 - mmaction - INFO - Epoch [44][900/1253] lr: 3.000e-04, eta: 2:40:07, time: 0.992, data_time: 0.006, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9573, loss_cls: 0.6315, loss: 0.6315, grad_norm: 3.5157 2020-10-12 15:39:19,279 - mmaction - INFO - Epoch [44][920/1253] lr: 3.000e-04, eta: 2:39:42, time: 1.038, data_time: 0.002, memory: 10398, top1_acc: 0.8388, top5_acc: 0.9539, loss_cls: 0.6141, loss: 0.6141, grad_norm: 3.5244 2020-10-12 15:39:40,967 - mmaction - INFO - Epoch [44][940/1253] lr: 3.000e-04, eta: 2:39:17, time: 1.082, data_time: 0.004, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9516, loss_cls: 0.6642, loss: 0.6642, grad_norm: 3.6200 2020-10-12 15:40:02,577 - mmaction - INFO - Epoch [44][960/1253] lr: 3.000e-04, eta: 2:38:52, time: 1.082, data_time: 0.006, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9518, loss_cls: 0.6504, loss: 0.6504, grad_norm: 3.6218 2020-10-12 15:40:25,087 - mmaction - INFO - Epoch [44][980/1253] lr: 3.000e-04, eta: 2:38:28, time: 1.126, data_time: 0.002, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9549, loss_cls: 0.6319, loss: 0.6319, grad_norm: 3.5884 2020-10-12 15:40:46,582 - mmaction - INFO - Epoch [44][1000/1253] lr: 3.000e-04, eta: 2:38:03, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9516, loss_cls: 0.6577, loss: 0.6577, grad_norm: 3.5799 2020-10-12 15:41:07,938 - mmaction - INFO - Epoch [44][1020/1253] lr: 3.000e-04, eta: 2:37:38, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9552, loss_cls: 0.6449, loss: 0.6449, grad_norm: 3.5764 2020-10-12 15:41:28,243 - mmaction - INFO - Epoch [44][1040/1253] lr: 3.000e-04, eta: 2:37:13, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.8331, top5_acc: 0.9594, loss_cls: 0.6416, loss: 0.6416, grad_norm: 3.6057 2020-10-12 15:41:50,525 - mmaction - INFO - Epoch [44][1060/1253] lr: 3.000e-04, eta: 2:36:48, time: 1.116, data_time: 0.006, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9565, loss_cls: 0.6164, loss: 0.6164, grad_norm: 3.4952 2020-10-12 15:42:09,808 - mmaction - INFO - Epoch [44][1080/1253] lr: 3.000e-04, eta: 2:36:23, time: 0.965, data_time: 0.003, memory: 10398, top1_acc: 0.8234, top5_acc: 0.9458, loss_cls: 0.6728, loss: 0.6728, grad_norm: 3.6040 2020-10-12 15:42:32,158 - mmaction - INFO - Epoch [44][1100/1253] lr: 3.000e-04, eta: 2:35:59, time: 1.118, data_time: 0.002, memory: 10398, top1_acc: 0.8229, top5_acc: 0.9482, loss_cls: 0.6678, loss: 0.6678, grad_norm: 3.6063 2020-10-12 15:42:52,939 - mmaction - INFO - Epoch [44][1120/1253] lr: 3.000e-04, eta: 2:35:34, time: 1.038, data_time: 0.005, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9536, loss_cls: 0.6286, loss: 0.6286, grad_norm: 3.5837 2020-10-12 15:43:14,610 - mmaction - INFO - Epoch [44][1140/1253] lr: 3.000e-04, eta: 2:35:09, time: 1.083, data_time: 0.003, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9518, loss_cls: 0.6661, loss: 0.6661, grad_norm: 3.6439 2020-10-12 15:43:35,330 - mmaction - INFO - Epoch [44][1160/1253] lr: 3.000e-04, eta: 2:34:44, time: 1.038, data_time: 0.007, memory: 10398, top1_acc: 0.8156, top5_acc: 0.9503, loss_cls: 0.6741, loss: 0.6741, grad_norm: 3.6476 2020-10-12 15:43:56,445 - mmaction - INFO - Epoch [44][1180/1253] lr: 3.000e-04, eta: 2:34:19, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9500, loss_cls: 0.6601, loss: 0.6601, grad_norm: 3.6028 2020-10-12 15:44:16,900 - mmaction - INFO - Epoch [44][1200/1253] lr: 3.000e-04, eta: 2:33:54, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8417, top5_acc: 0.9591, loss_cls: 0.6009, loss: 0.6009, grad_norm: 3.4746 2020-10-12 15:44:36,974 - mmaction - INFO - Epoch [44][1220/1253] lr: 3.000e-04, eta: 2:33:29, time: 1.000, data_time: 0.005, memory: 10398, top1_acc: 0.8352, top5_acc: 0.9602, loss_cls: 0.6211, loss: 0.6211, grad_norm: 3.5059 2020-10-12 15:44:58,906 - mmaction - INFO - Epoch [44][1240/1253] lr: 3.000e-04, eta: 2:33:04, time: 1.096, data_time: 0.007, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9510, loss_cls: 0.6411, loss: 0.6411, grad_norm: 3.5060 2020-10-12 15:45:41,209 - mmaction - INFO - Epoch [45][20/1253] lr: 3.000e-04, eta: 2:32:23, time: 1.443, data_time: 0.538, memory: 10398, top1_acc: 0.8266, top5_acc: 0.9516, loss_cls: 0.6525, loss: 0.6525, grad_norm: 3.6389 2020-10-12 15:46:01,918 - mmaction - INFO - Epoch [45][40/1253] lr: 3.000e-04, eta: 2:31:58, time: 1.037, data_time: 0.006, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9508, loss_cls: 0.6698, loss: 0.6698, grad_norm: 3.5545 2020-10-12 15:46:22,267 - mmaction - INFO - Epoch [45][60/1253] lr: 3.000e-04, eta: 2:31:33, time: 1.017, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9547, loss_cls: 0.6305, loss: 0.6305, grad_norm: 3.5384 2020-10-12 15:46:42,669 - mmaction - INFO - Epoch [45][80/1253] lr: 3.000e-04, eta: 2:31:08, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.8201, top5_acc: 0.9518, loss_cls: 0.6660, loss: 0.6660, grad_norm: 3.6857 2020-10-12 15:47:04,181 - mmaction - INFO - Epoch [45][100/1253] lr: 3.000e-04, eta: 2:30:43, time: 1.076, data_time: 0.006, memory: 10398, top1_acc: 0.8219, top5_acc: 0.9510, loss_cls: 0.6558, loss: 0.6558, grad_norm: 3.6292 2020-10-12 15:47:24,760 - mmaction - INFO - Epoch [45][120/1253] lr: 3.000e-04, eta: 2:30:18, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8214, top5_acc: 0.9490, loss_cls: 0.6682, loss: 0.6682, grad_norm: 3.6232 2020-10-12 15:47:46,550 - mmaction - INFO - Epoch [45][140/1253] lr: 3.000e-04, eta: 2:29:53, time: 1.088, data_time: 0.005, memory: 10398, top1_acc: 0.8419, top5_acc: 0.9521, loss_cls: 0.6204, loss: 0.6204, grad_norm: 3.4150 2020-10-12 15:48:07,071 - mmaction - INFO - Epoch [45][160/1253] lr: 3.000e-04, eta: 2:29:29, time: 1.027, data_time: 0.006, memory: 10398, top1_acc: 0.8174, top5_acc: 0.9474, loss_cls: 0.6817, loss: 0.6817, grad_norm: 3.5768 2020-10-12 15:48:27,958 - mmaction - INFO - Epoch [45][180/1253] lr: 3.000e-04, eta: 2:29:04, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9479, loss_cls: 0.6823, loss: 0.6823, grad_norm: 3.6163 2020-10-12 15:48:49,234 - mmaction - INFO - Epoch [45][200/1253] lr: 3.000e-04, eta: 2:28:39, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9526, loss_cls: 0.6463, loss: 0.6463, grad_norm: 3.5470 2020-10-12 15:49:11,534 - mmaction - INFO - Epoch [45][220/1253] lr: 3.000e-04, eta: 2:28:14, time: 1.115, data_time: 0.002, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9563, loss_cls: 0.6345, loss: 0.6345, grad_norm: 3.5216 2020-10-12 15:49:31,775 - mmaction - INFO - Epoch [45][240/1253] lr: 3.000e-04, eta: 2:27:49, time: 1.011, data_time: 0.004, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9539, loss_cls: 0.6382, loss: 0.6382, grad_norm: 3.5774 2020-10-12 15:49:54,371 - mmaction - INFO - Epoch [45][260/1253] lr: 3.000e-04, eta: 2:27:25, time: 1.131, data_time: 0.005, memory: 10398, top1_acc: 0.8401, top5_acc: 0.9542, loss_cls: 0.6198, loss: 0.6198, grad_norm: 3.4834 2020-10-12 15:50:14,502 - mmaction - INFO - Epoch [45][280/1253] lr: 3.000e-04, eta: 2:27:00, time: 1.006, data_time: 0.003, memory: 10398, top1_acc: 0.8276, top5_acc: 0.9544, loss_cls: 0.6612, loss: 0.6612, grad_norm: 3.5770 2020-10-12 15:50:36,242 - mmaction - INFO - Epoch [45][300/1253] lr: 3.000e-04, eta: 2:26:35, time: 1.084, data_time: 0.006, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9497, loss_cls: 0.6533, loss: 0.6533, grad_norm: 3.5309 2020-10-12 15:50:56,762 - mmaction - INFO - Epoch [45][320/1253] lr: 3.000e-04, eta: 2:26:10, time: 1.027, data_time: 0.007, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9565, loss_cls: 0.6222, loss: 0.6222, grad_norm: 3.5382 2020-10-12 15:51:18,128 - mmaction - INFO - Epoch [45][340/1253] lr: 3.000e-04, eta: 2:25:46, time: 1.071, data_time: 0.004, memory: 10398, top1_acc: 0.8346, top5_acc: 0.9495, loss_cls: 0.6566, loss: 0.6566, grad_norm: 3.6626 2020-10-12 15:51:39,959 - mmaction - INFO - Epoch [45][360/1253] lr: 3.000e-04, eta: 2:25:21, time: 1.090, data_time: 0.004, memory: 10398, top1_acc: 0.8372, top5_acc: 0.9542, loss_cls: 0.6207, loss: 0.6207, grad_norm: 3.4792 2020-10-12 15:52:02,750 - mmaction - INFO - Epoch [45][380/1253] lr: 3.000e-04, eta: 2:24:56, time: 1.141, data_time: 0.005, memory: 10398, top1_acc: 0.8346, top5_acc: 0.9529, loss_cls: 0.6453, loss: 0.6453, grad_norm: 3.5935 2020-10-12 15:52:24,376 - mmaction - INFO - Epoch [45][400/1253] lr: 3.000e-04, eta: 2:24:32, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9521, loss_cls: 0.6388, loss: 0.6388, grad_norm: 3.5823 2020-10-12 15:52:46,118 - mmaction - INFO - Epoch [45][420/1253] lr: 3.000e-04, eta: 2:24:07, time: 1.087, data_time: 0.006, memory: 10398, top1_acc: 0.8312, top5_acc: 0.9542, loss_cls: 0.6278, loss: 0.6278, grad_norm: 3.5751 2020-10-12 15:53:07,064 - mmaction - INFO - Epoch [45][440/1253] lr: 3.000e-04, eta: 2:23:42, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.8276, top5_acc: 0.9487, loss_cls: 0.6547, loss: 0.6547, grad_norm: 3.5521 2020-10-12 15:53:27,523 - mmaction - INFO - Epoch [45][460/1253] lr: 3.000e-04, eta: 2:23:17, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9542, loss_cls: 0.6438, loss: 0.6438, grad_norm: 3.5580 2020-10-12 15:53:48,428 - mmaction - INFO - Epoch [45][480/1253] lr: 3.000e-04, eta: 2:22:52, time: 1.044, data_time: 0.004, memory: 10398, top1_acc: 0.8396, top5_acc: 0.9542, loss_cls: 0.6330, loss: 0.6330, grad_norm: 3.5026 2020-10-12 15:54:11,399 - mmaction - INFO - Epoch [45][500/1253] lr: 3.000e-04, eta: 2:22:28, time: 1.150, data_time: 0.004, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9547, loss_cls: 0.6345, loss: 0.6345, grad_norm: 3.5054 2020-10-12 15:54:31,806 - mmaction - INFO - Epoch [45][520/1253] lr: 3.000e-04, eta: 2:22:03, time: 1.019, data_time: 0.005, memory: 10398, top1_acc: 0.8344, top5_acc: 0.9573, loss_cls: 0.6294, loss: 0.6294, grad_norm: 3.5830 2020-10-12 15:54:53,092 - mmaction - INFO - Epoch [45][540/1253] lr: 3.000e-04, eta: 2:21:38, time: 1.066, data_time: 0.006, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9523, loss_cls: 0.6244, loss: 0.6244, grad_norm: 3.5265 2020-10-12 15:55:13,984 - mmaction - INFO - Epoch [45][560/1253] lr: 3.000e-04, eta: 2:21:13, time: 1.044, data_time: 0.002, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9539, loss_cls: 0.6507, loss: 0.6507, grad_norm: 3.5636 2020-10-12 15:55:34,174 - mmaction - INFO - Epoch [45][580/1253] lr: 3.000e-04, eta: 2:20:49, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9539, loss_cls: 0.6476, loss: 0.6476, grad_norm: 3.5621 2020-10-12 15:55:54,438 - mmaction - INFO - Epoch [45][600/1253] lr: 3.000e-04, eta: 2:20:24, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9552, loss_cls: 0.6321, loss: 0.6321, grad_norm: 3.5342 2020-10-12 15:56:15,886 - mmaction - INFO - Epoch [45][620/1253] lr: 3.000e-04, eta: 2:19:59, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.8414, top5_acc: 0.9565, loss_cls: 0.6152, loss: 0.6152, grad_norm: 3.5094 2020-10-12 15:56:36,719 - mmaction - INFO - Epoch [45][640/1253] lr: 3.000e-04, eta: 2:19:34, time: 1.040, data_time: 0.004, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9497, loss_cls: 0.6345, loss: 0.6345, grad_norm: 3.5506 2020-10-12 15:56:57,277 - mmaction - INFO - Epoch [45][660/1253] lr: 3.000e-04, eta: 2:19:09, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9562, loss_cls: 0.6227, loss: 0.6227, grad_norm: 3.5289 2020-10-12 15:57:17,422 - mmaction - INFO - Epoch [45][680/1253] lr: 3.000e-04, eta: 2:18:45, time: 1.007, data_time: 0.002, memory: 10398, top1_acc: 0.8276, top5_acc: 0.9523, loss_cls: 0.6619, loss: 0.6619, grad_norm: 3.6569 2020-10-12 15:57:39,181 - mmaction - INFO - Epoch [45][700/1253] lr: 3.000e-04, eta: 2:18:20, time: 1.085, data_time: 0.004, memory: 10398, top1_acc: 0.8247, top5_acc: 0.9505, loss_cls: 0.6653, loss: 0.6653, grad_norm: 3.6565 2020-10-12 15:57:59,556 - mmaction - INFO - Epoch [45][720/1253] lr: 3.000e-04, eta: 2:17:55, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.8396, top5_acc: 0.9586, loss_cls: 0.6113, loss: 0.6113, grad_norm: 3.4974 2020-10-12 15:58:20,413 - mmaction - INFO - Epoch [45][740/1253] lr: 3.000e-04, eta: 2:17:30, time: 1.042, data_time: 0.003, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9560, loss_cls: 0.6453, loss: 0.6453, grad_norm: 3.5685 2020-10-12 15:58:39,998 - mmaction - INFO - Epoch [45][760/1253] lr: 3.000e-04, eta: 2:17:05, time: 0.978, data_time: 0.007, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9555, loss_cls: 0.6157, loss: 0.6157, grad_norm: 3.5879 2020-10-12 15:59:00,067 - mmaction - INFO - Epoch [45][780/1253] lr: 3.000e-04, eta: 2:16:40, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9531, loss_cls: 0.6546, loss: 0.6546, grad_norm: 3.6293 2020-10-12 15:59:21,828 - mmaction - INFO - Epoch [45][800/1253] lr: 3.000e-04, eta: 2:16:16, time: 1.088, data_time: 0.002, memory: 10398, top1_acc: 0.8224, top5_acc: 0.9479, loss_cls: 0.6626, loss: 0.6626, grad_norm: 3.6590 2020-10-12 15:59:42,305 - mmaction - INFO - Epoch [45][820/1253] lr: 3.000e-04, eta: 2:15:51, time: 1.022, data_time: 0.005, memory: 10398, top1_acc: 0.8367, top5_acc: 0.9539, loss_cls: 0.6244, loss: 0.6244, grad_norm: 3.5373 2020-10-12 16:00:10,017 - mmaction - INFO - Epoch [45][840/1253] lr: 3.000e-04, eta: 2:15:27, time: 1.381, data_time: 0.010, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9583, loss_cls: 0.5996, loss: 0.5996, grad_norm: 3.4297 2020-10-12 16:00:28,484 - mmaction - INFO - Epoch [45][860/1253] lr: 3.000e-04, eta: 2:15:02, time: 0.931, data_time: 0.027, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9542, loss_cls: 0.6353, loss: 0.6353, grad_norm: 3.5997 2020-10-12 16:00:49,082 - mmaction - INFO - Epoch [45][880/1253] lr: 3.000e-04, eta: 2:14:37, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9615, loss_cls: 0.6112, loss: 0.6112, grad_norm: 3.5202 2020-10-12 16:01:10,851 - mmaction - INFO - Epoch [45][900/1253] lr: 3.000e-04, eta: 2:14:13, time: 1.088, data_time: 0.002, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9518, loss_cls: 0.6457, loss: 0.6457, grad_norm: 3.6405 2020-10-12 16:01:31,298 - mmaction - INFO - Epoch [45][920/1253] lr: 3.000e-04, eta: 2:13:48, time: 1.021, data_time: 0.006, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9586, loss_cls: 0.6260, loss: 0.6260, grad_norm: 3.5356 2020-10-12 16:01:52,939 - mmaction - INFO - Epoch [45][940/1253] lr: 3.000e-04, eta: 2:13:23, time: 1.084, data_time: 0.007, memory: 10398, top1_acc: 0.8247, top5_acc: 0.9581, loss_cls: 0.6305, loss: 0.6305, grad_norm: 3.5938 2020-10-12 16:02:12,722 - mmaction - INFO - Epoch [45][960/1253] lr: 3.000e-04, eta: 2:12:58, time: 0.989, data_time: 0.002, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9581, loss_cls: 0.6163, loss: 0.6163, grad_norm: 3.5122 2020-10-12 16:02:33,758 - mmaction - INFO - Epoch [45][980/1253] lr: 3.000e-04, eta: 2:12:34, time: 1.052, data_time: 0.006, memory: 10398, top1_acc: 0.8344, top5_acc: 0.9542, loss_cls: 0.6410, loss: 0.6410, grad_norm: 3.5947 2020-10-12 16:02:54,911 - mmaction - INFO - Epoch [45][1000/1253] lr: 3.000e-04, eta: 2:12:09, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9547, loss_cls: 0.6448, loss: 0.6448, grad_norm: 3.5868 2020-10-12 16:03:17,406 - mmaction - INFO - Epoch [45][1020/1253] lr: 3.000e-04, eta: 2:11:44, time: 1.125, data_time: 0.004, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9523, loss_cls: 0.6384, loss: 0.6384, grad_norm: 3.5322 2020-10-12 16:03:37,638 - mmaction - INFO - Epoch [45][1040/1253] lr: 3.000e-04, eta: 2:11:20, time: 1.012, data_time: 0.007, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9495, loss_cls: 0.6582, loss: 0.6582, grad_norm: 3.5983 2020-10-12 16:03:59,154 - mmaction - INFO - Epoch [45][1060/1253] lr: 3.000e-04, eta: 2:10:55, time: 1.075, data_time: 0.006, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9516, loss_cls: 0.6475, loss: 0.6475, grad_norm: 3.5527 2020-10-12 16:04:19,103 - mmaction - INFO - Epoch [45][1080/1253] lr: 3.000e-04, eta: 2:10:30, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9526, loss_cls: 0.6511, loss: 0.6511, grad_norm: 3.6115 2020-10-12 16:04:39,678 - mmaction - INFO - Epoch [45][1100/1253] lr: 3.000e-04, eta: 2:10:05, time: 1.027, data_time: 0.005, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9544, loss_cls: 0.6417, loss: 0.6417, grad_norm: 3.5908 2020-10-12 16:05:00,918 - mmaction - INFO - Epoch [45][1120/1253] lr: 3.000e-04, eta: 2:09:41, time: 1.064, data_time: 0.005, memory: 10398, top1_acc: 0.8388, top5_acc: 0.9534, loss_cls: 0.6322, loss: 0.6322, grad_norm: 3.5450 2020-10-12 16:05:21,274 - mmaction - INFO - Epoch [45][1140/1253] lr: 3.000e-04, eta: 2:09:16, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8206, top5_acc: 0.9521, loss_cls: 0.6625, loss: 0.6625, grad_norm: 3.7516 2020-10-12 16:05:42,414 - mmaction - INFO - Epoch [45][1160/1253] lr: 3.000e-04, eta: 2:08:51, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9557, loss_cls: 0.6443, loss: 0.6443, grad_norm: 3.6082 2020-10-12 16:06:03,818 - mmaction - INFO - Epoch [45][1180/1253] lr: 3.000e-04, eta: 2:08:26, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9536, loss_cls: 0.6535, loss: 0.6535, grad_norm: 3.6145 2020-10-12 16:06:23,952 - mmaction - INFO - Epoch [45][1200/1253] lr: 3.000e-04, eta: 2:08:02, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9510, loss_cls: 0.6309, loss: 0.6309, grad_norm: 3.5650 2020-10-12 16:06:46,206 - mmaction - INFO - Epoch [45][1220/1253] lr: 3.000e-04, eta: 2:07:37, time: 1.114, data_time: 0.008, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9586, loss_cls: 0.6317, loss: 0.6317, grad_norm: 3.6122 2020-10-12 16:07:06,819 - mmaction - INFO - Epoch [45][1240/1253] lr: 3.000e-04, eta: 2:07:12, time: 1.032, data_time: 0.005, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9620, loss_cls: 0.6035, loss: 0.6035, grad_norm: 3.5447 2020-10-12 16:07:20,877 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-12 16:07:51,027 - mmaction - INFO - Epoch [46][20/1253] lr: 3.000e-04, eta: 2:06:31, time: 1.464, data_time: 0.575, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9529, loss_cls: 0.6213, loss: 0.6213, grad_norm: 3.4593 2020-10-12 16:08:11,884 - mmaction - INFO - Epoch [46][40/1253] lr: 3.000e-04, eta: 2:06:06, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.8409, top5_acc: 0.9570, loss_cls: 0.6169, loss: 0.6169, grad_norm: 3.4936 2020-10-12 16:08:31,749 - mmaction - INFO - Epoch [46][60/1253] lr: 3.000e-04, eta: 2:05:42, time: 0.990, data_time: 0.006, memory: 10398, top1_acc: 0.8234, top5_acc: 0.9529, loss_cls: 0.6553, loss: 0.6553, grad_norm: 3.6073 2020-10-12 16:08:52,713 - mmaction - INFO - Epoch [46][80/1253] lr: 3.000e-04, eta: 2:05:17, time: 1.050, data_time: 0.007, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9542, loss_cls: 0.6457, loss: 0.6457, grad_norm: 3.6297 2020-10-12 16:09:13,386 - mmaction - INFO - Epoch [46][100/1253] lr: 3.000e-04, eta: 2:04:52, time: 1.035, data_time: 0.003, memory: 10398, top1_acc: 0.8370, top5_acc: 0.9599, loss_cls: 0.6022, loss: 0.6022, grad_norm: 3.4830 2020-10-12 16:09:33,707 - mmaction - INFO - Epoch [46][120/1253] lr: 3.000e-04, eta: 2:04:27, time: 1.014, data_time: 0.005, memory: 10398, top1_acc: 0.8276, top5_acc: 0.9523, loss_cls: 0.6568, loss: 0.6568, grad_norm: 3.5622 2020-10-12 16:09:54,629 - mmaction - INFO - Epoch [46][140/1253] lr: 3.000e-04, eta: 2:04:03, time: 1.048, data_time: 0.006, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9523, loss_cls: 0.6485, loss: 0.6485, grad_norm: 3.6106 2020-10-12 16:10:14,769 - mmaction - INFO - Epoch [46][160/1253] lr: 3.000e-04, eta: 2:03:38, time: 1.006, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9557, loss_cls: 0.6387, loss: 0.6387, grad_norm: 3.6139 2020-10-12 16:10:34,813 - mmaction - INFO - Epoch [46][180/1253] lr: 3.000e-04, eta: 2:03:13, time: 1.002, data_time: 0.006, memory: 10398, top1_acc: 0.8128, top5_acc: 0.9521, loss_cls: 0.6804, loss: 0.6804, grad_norm: 3.6987 2020-10-12 16:10:55,912 - mmaction - INFO - Epoch [46][200/1253] lr: 3.000e-04, eta: 2:02:49, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.8187, top5_acc: 0.9500, loss_cls: 0.6772, loss: 0.6772, grad_norm: 3.7512 2020-10-12 16:11:17,116 - mmaction - INFO - Epoch [46][220/1253] lr: 3.000e-04, eta: 2:02:24, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9544, loss_cls: 0.6269, loss: 0.6269, grad_norm: 3.5432 2020-10-12 16:11:38,157 - mmaction - INFO - Epoch [46][240/1253] lr: 3.000e-04, eta: 2:01:59, time: 1.050, data_time: 0.005, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9521, loss_cls: 0.6457, loss: 0.6457, grad_norm: 3.5807 2020-10-12 16:12:00,212 - mmaction - INFO - Epoch [46][260/1253] lr: 3.000e-04, eta: 2:01:35, time: 1.105, data_time: 0.006, memory: 10398, top1_acc: 0.8271, top5_acc: 0.9518, loss_cls: 0.6547, loss: 0.6547, grad_norm: 3.6426 2020-10-12 16:12:20,893 - mmaction - INFO - Epoch [46][280/1253] lr: 3.000e-04, eta: 2:01:10, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9576, loss_cls: 0.6101, loss: 0.6101, grad_norm: 3.4977 2020-10-12 16:12:42,405 - mmaction - INFO - Epoch [46][300/1253] lr: 3.000e-04, eta: 2:00:46, time: 1.076, data_time: 0.008, memory: 10398, top1_acc: 0.8266, top5_acc: 0.9534, loss_cls: 0.6517, loss: 0.6517, grad_norm: 3.5065 2020-10-12 16:13:02,388 - mmaction - INFO - Epoch [46][320/1253] lr: 3.000e-04, eta: 2:00:21, time: 0.999, data_time: 0.007, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9591, loss_cls: 0.6308, loss: 0.6308, grad_norm: 3.5640 2020-10-12 16:13:22,983 - mmaction - INFO - Epoch [46][340/1253] lr: 3.000e-04, eta: 1:59:56, time: 1.029, data_time: 0.003, memory: 10398, top1_acc: 0.8411, top5_acc: 0.9549, loss_cls: 0.6287, loss: 0.6287, grad_norm: 3.4995 2020-10-12 16:13:43,483 - mmaction - INFO - Epoch [46][360/1253] lr: 3.000e-04, eta: 1:59:31, time: 1.026, data_time: 0.005, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9576, loss_cls: 0.6511, loss: 0.6511, grad_norm: 3.6057 2020-10-12 16:14:06,183 - mmaction - INFO - Epoch [46][380/1253] lr: 3.000e-04, eta: 1:59:07, time: 1.136, data_time: 0.005, memory: 10398, top1_acc: 0.8370, top5_acc: 0.9573, loss_cls: 0.6182, loss: 0.6182, grad_norm: 3.5413 2020-10-12 16:14:26,640 - mmaction - INFO - Epoch [46][400/1253] lr: 3.000e-04, eta: 1:58:42, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9557, loss_cls: 0.6232, loss: 0.6232, grad_norm: 3.5181 2020-10-12 16:14:47,258 - mmaction - INFO - Epoch [46][420/1253] lr: 3.000e-04, eta: 1:58:18, time: 1.031, data_time: 0.004, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9570, loss_cls: 0.6349, loss: 0.6349, grad_norm: 3.5444 2020-10-12 16:15:08,815 - mmaction - INFO - Epoch [46][440/1253] lr: 3.000e-04, eta: 1:57:53, time: 1.078, data_time: 0.005, memory: 10398, top1_acc: 0.8453, top5_acc: 0.9589, loss_cls: 0.5979, loss: 0.5979, grad_norm: 3.3964 2020-10-12 16:15:30,519 - mmaction - INFO - Epoch [46][460/1253] lr: 3.000e-04, eta: 1:57:29, time: 1.085, data_time: 0.002, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9547, loss_cls: 0.6204, loss: 0.6204, grad_norm: 3.4670 2020-10-12 16:15:50,836 - mmaction - INFO - Epoch [46][480/1253] lr: 3.000e-04, eta: 1:57:04, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9521, loss_cls: 0.6441, loss: 0.6441, grad_norm: 3.5706 2020-10-12 16:16:12,100 - mmaction - INFO - Epoch [46][500/1253] lr: 3.000e-04, eta: 1:56:39, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9544, loss_cls: 0.6405, loss: 0.6405, grad_norm: 3.6339 2020-10-12 16:16:33,538 - mmaction - INFO - Epoch [46][520/1253] lr: 3.000e-04, eta: 1:56:15, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9560, loss_cls: 0.6408, loss: 0.6408, grad_norm: 3.6359 2020-10-12 16:16:53,324 - mmaction - INFO - Epoch [46][540/1253] lr: 3.000e-04, eta: 1:55:50, time: 0.988, data_time: 0.005, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9479, loss_cls: 0.6362, loss: 0.6362, grad_norm: 3.5066 2020-10-12 16:17:13,011 - mmaction - INFO - Epoch [46][560/1253] lr: 3.000e-04, eta: 1:55:25, time: 0.987, data_time: 0.005, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9539, loss_cls: 0.6204, loss: 0.6204, grad_norm: 3.5552 2020-10-12 16:17:34,734 - mmaction - INFO - Epoch [46][580/1253] lr: 3.000e-04, eta: 1:55:01, time: 1.084, data_time: 0.004, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9523, loss_cls: 0.6657, loss: 0.6657, grad_norm: 3.6113 2020-10-12 16:17:55,888 - mmaction - INFO - Epoch [46][600/1253] lr: 3.000e-04, eta: 1:54:36, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9552, loss_cls: 0.6485, loss: 0.6485, grad_norm: 3.6114 2020-10-12 16:18:15,925 - mmaction - INFO - Epoch [46][620/1253] lr: 3.000e-04, eta: 1:54:11, time: 1.007, data_time: 0.007, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9581, loss_cls: 0.6387, loss: 0.6387, grad_norm: 3.5465 2020-10-12 16:18:35,652 - mmaction - INFO - Epoch [46][640/1253] lr: 3.000e-04, eta: 1:53:47, time: 0.984, data_time: 0.004, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9591, loss_cls: 0.6249, loss: 0.6249, grad_norm: 3.6146 2020-10-12 16:18:57,558 - mmaction - INFO - Epoch [46][660/1253] lr: 3.000e-04, eta: 1:53:22, time: 1.098, data_time: 0.006, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9622, loss_cls: 0.6340, loss: 0.6340, grad_norm: 3.6425 2020-10-12 16:19:17,456 - mmaction - INFO - Epoch [46][680/1253] lr: 3.000e-04, eta: 1:52:57, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9508, loss_cls: 0.6488, loss: 0.6488, grad_norm: 3.6209 2020-10-12 16:19:39,248 - mmaction - INFO - Epoch [46][700/1253] lr: 3.000e-04, eta: 1:52:33, time: 1.088, data_time: 0.004, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9536, loss_cls: 0.6419, loss: 0.6419, grad_norm: 3.6263 2020-10-12 16:19:59,691 - mmaction - INFO - Epoch [46][720/1253] lr: 3.000e-04, eta: 1:52:08, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9565, loss_cls: 0.6221, loss: 0.6221, grad_norm: 3.4796 2020-10-12 16:20:19,570 - mmaction - INFO - Epoch [46][740/1253] lr: 3.000e-04, eta: 1:51:44, time: 0.994, data_time: 0.002, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9534, loss_cls: 0.6459, loss: 0.6459, grad_norm: 3.6476 2020-10-12 16:20:40,208 - mmaction - INFO - Epoch [46][760/1253] lr: 3.000e-04, eta: 1:51:19, time: 1.030, data_time: 0.005, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9596, loss_cls: 0.6383, loss: 0.6383, grad_norm: 3.6644 2020-10-12 16:21:00,949 - mmaction - INFO - Epoch [46][780/1253] lr: 3.000e-04, eta: 1:50:54, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.8229, top5_acc: 0.9526, loss_cls: 0.6661, loss: 0.6661, grad_norm: 3.6781 2020-10-12 16:21:22,560 - mmaction - INFO - Epoch [46][800/1253] lr: 3.000e-04, eta: 1:50:30, time: 1.080, data_time: 0.002, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9576, loss_cls: 0.6151, loss: 0.6151, grad_norm: 3.5086 2020-10-12 16:21:43,854 - mmaction - INFO - Epoch [46][820/1253] lr: 3.000e-04, eta: 1:50:05, time: 1.063, data_time: 0.004, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9471, loss_cls: 0.6501, loss: 0.6501, grad_norm: 3.6147 2020-10-12 16:22:04,569 - mmaction - INFO - Epoch [46][840/1253] lr: 3.000e-04, eta: 1:49:41, time: 1.038, data_time: 0.006, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9536, loss_cls: 0.6429, loss: 0.6429, grad_norm: 3.5806 2020-10-12 16:22:26,169 - mmaction - INFO - Epoch [46][860/1253] lr: 3.000e-04, eta: 1:49:16, time: 1.078, data_time: 0.006, memory: 10398, top1_acc: 0.8284, top5_acc: 0.9503, loss_cls: 0.6577, loss: 0.6577, grad_norm: 3.6762 2020-10-12 16:22:47,688 - mmaction - INFO - Epoch [46][880/1253] lr: 3.000e-04, eta: 1:48:52, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9536, loss_cls: 0.6598, loss: 0.6598, grad_norm: 3.6986 2020-10-12 16:23:07,378 - mmaction - INFO - Epoch [46][900/1253] lr: 3.000e-04, eta: 1:48:27, time: 0.985, data_time: 0.005, memory: 10398, top1_acc: 0.8401, top5_acc: 0.9620, loss_cls: 0.6132, loss: 0.6132, grad_norm: 3.4751 2020-10-12 16:23:27,925 - mmaction - INFO - Epoch [46][920/1253] lr: 3.000e-04, eta: 1:48:02, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9531, loss_cls: 0.6508, loss: 0.6508, grad_norm: 3.5187 2020-10-12 16:23:49,029 - mmaction - INFO - Epoch [46][940/1253] lr: 3.000e-04, eta: 1:47:38, time: 1.055, data_time: 0.005, memory: 10398, top1_acc: 0.8411, top5_acc: 0.9568, loss_cls: 0.6112, loss: 0.6112, grad_norm: 3.5216 2020-10-12 16:24:09,301 - mmaction - INFO - Epoch [46][960/1253] lr: 3.000e-04, eta: 1:47:13, time: 1.012, data_time: 0.002, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9542, loss_cls: 0.6368, loss: 0.6368, grad_norm: 3.4536 2020-10-12 16:24:30,571 - mmaction - INFO - Epoch [46][980/1253] lr: 3.000e-04, eta: 1:46:49, time: 1.063, data_time: 0.006, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9516, loss_cls: 0.6447, loss: 0.6447, grad_norm: 3.5778 2020-10-12 16:24:51,104 - mmaction - INFO - Epoch [46][1000/1253] lr: 3.000e-04, eta: 1:46:24, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9573, loss_cls: 0.6235, loss: 0.6235, grad_norm: 3.5509 2020-10-12 16:25:12,398 - mmaction - INFO - Epoch [46][1020/1253] lr: 3.000e-04, eta: 1:46:00, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9552, loss_cls: 0.6215, loss: 0.6215, grad_norm: 3.5324 2020-10-12 16:25:32,800 - mmaction - INFO - Epoch [46][1040/1253] lr: 3.000e-04, eta: 1:45:35, time: 1.024, data_time: 0.007, memory: 10398, top1_acc: 0.8424, top5_acc: 0.9578, loss_cls: 0.6099, loss: 0.6099, grad_norm: 3.5311 2020-10-12 16:25:54,681 - mmaction - INFO - Epoch [46][1060/1253] lr: 3.000e-04, eta: 1:45:10, time: 1.094, data_time: 0.005, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9503, loss_cls: 0.6425, loss: 0.6425, grad_norm: 3.5434 2020-10-12 16:26:14,911 - mmaction - INFO - Epoch [46][1080/1253] lr: 3.000e-04, eta: 1:44:46, time: 1.011, data_time: 0.002, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9560, loss_cls: 0.6598, loss: 0.6598, grad_norm: 3.6450 2020-10-12 16:26:35,437 - mmaction - INFO - Epoch [46][1100/1253] lr: 3.000e-04, eta: 1:44:21, time: 1.025, data_time: 0.005, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9513, loss_cls: 0.6625, loss: 0.6625, grad_norm: 3.6898 2020-10-12 16:26:55,813 - mmaction - INFO - Epoch [46][1120/1253] lr: 3.000e-04, eta: 1:43:57, time: 1.020, data_time: 0.006, memory: 10398, top1_acc: 0.8208, top5_acc: 0.9589, loss_cls: 0.6449, loss: 0.6449, grad_norm: 3.6911 2020-10-12 16:27:16,099 - mmaction - INFO - Epoch [46][1140/1253] lr: 3.000e-04, eta: 1:43:32, time: 1.014, data_time: 0.002, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9552, loss_cls: 0.6241, loss: 0.6241, grad_norm: 3.5602 2020-10-12 16:27:37,725 - mmaction - INFO - Epoch [46][1160/1253] lr: 3.000e-04, eta: 1:43:08, time: 1.079, data_time: 0.004, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9542, loss_cls: 0.6284, loss: 0.6284, grad_norm: 3.6105 2020-10-12 16:27:58,314 - mmaction - INFO - Epoch [46][1180/1253] lr: 3.000e-04, eta: 1:42:43, time: 1.031, data_time: 0.006, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9570, loss_cls: 0.6502, loss: 0.6502, grad_norm: 3.6715 2020-10-12 16:28:19,149 - mmaction - INFO - Epoch [46][1200/1253] lr: 3.000e-04, eta: 1:42:19, time: 1.043, data_time: 0.005, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9549, loss_cls: 0.6343, loss: 0.6343, grad_norm: 3.5919 2020-10-12 16:28:40,134 - mmaction - INFO - Epoch [46][1220/1253] lr: 3.000e-04, eta: 1:41:54, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9531, loss_cls: 0.6467, loss: 0.6467, grad_norm: 3.5656 2020-10-12 16:29:01,133 - mmaction - INFO - Epoch [46][1240/1253] lr: 3.000e-04, eta: 1:41:29, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.8362, top5_acc: 0.9555, loss_cls: 0.6262, loss: 0.6262, grad_norm: 3.5533 2020-10-12 16:29:41,247 - mmaction - INFO - Epoch [47][20/1253] lr: 3.000e-04, eta: 1:40:48, time: 1.330, data_time: 0.432, memory: 10398, top1_acc: 0.8346, top5_acc: 0.9620, loss_cls: 0.6194, loss: 0.6194, grad_norm: 3.5720 2020-10-12 16:30:02,349 - mmaction - INFO - Epoch [47][40/1253] lr: 3.000e-04, eta: 1:40:24, time: 1.050, data_time: 0.006, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9513, loss_cls: 0.6632, loss: 0.6632, grad_norm: 3.7002 2020-10-12 16:30:23,310 - mmaction - INFO - Epoch [47][60/1253] lr: 3.000e-04, eta: 1:39:59, time: 1.054, data_time: 0.010, memory: 10398, top1_acc: 0.8331, top5_acc: 0.9581, loss_cls: 0.6207, loss: 0.6207, grad_norm: 3.5903 2020-10-12 16:30:43,797 - mmaction - INFO - Epoch [47][80/1253] lr: 3.000e-04, eta: 1:39:35, time: 1.025, data_time: 0.006, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9536, loss_cls: 0.6297, loss: 0.6297, grad_norm: 3.6162 2020-10-12 16:31:05,557 - mmaction - INFO - Epoch [47][100/1253] lr: 3.000e-04, eta: 1:39:10, time: 1.087, data_time: 0.007, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9466, loss_cls: 0.6669, loss: 0.6669, grad_norm: 3.7212 2020-10-12 16:31:25,676 - mmaction - INFO - Epoch [47][120/1253] lr: 3.000e-04, eta: 1:38:46, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.8435, top5_acc: 0.9560, loss_cls: 0.6162, loss: 0.6162, grad_norm: 3.5198 2020-10-12 16:31:46,819 - mmaction - INFO - Epoch [47][140/1253] lr: 3.000e-04, eta: 1:38:21, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.8234, top5_acc: 0.9510, loss_cls: 0.6666, loss: 0.6666, grad_norm: 3.6401 2020-10-12 16:32:06,904 - mmaction - INFO - Epoch [47][160/1253] lr: 3.000e-04, eta: 1:37:57, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.8286, top5_acc: 0.9542, loss_cls: 0.6403, loss: 0.6403, grad_norm: 3.6070 2020-10-12 16:32:27,958 - mmaction - INFO - Epoch [47][180/1253] lr: 3.000e-04, eta: 1:37:32, time: 1.051, data_time: 0.007, memory: 10398, top1_acc: 0.8245, top5_acc: 0.9542, loss_cls: 0.6640, loss: 0.6640, grad_norm: 3.6187 2020-10-12 16:32:48,083 - mmaction - INFO - Epoch [47][200/1253] lr: 3.000e-04, eta: 1:37:08, time: 1.008, data_time: 0.005, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9607, loss_cls: 0.6181, loss: 0.6181, grad_norm: 3.5376 2020-10-12 16:33:08,598 - mmaction - INFO - Epoch [47][220/1253] lr: 3.000e-04, eta: 1:36:43, time: 1.026, data_time: 0.002, memory: 10398, top1_acc: 0.8367, top5_acc: 0.9531, loss_cls: 0.6288, loss: 0.6288, grad_norm: 3.5505 2020-10-12 16:33:28,443 - mmaction - INFO - Epoch [47][240/1253] lr: 3.000e-04, eta: 1:36:18, time: 0.992, data_time: 0.002, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9536, loss_cls: 0.6478, loss: 0.6478, grad_norm: 3.6511 2020-10-12 16:33:50,032 - mmaction - INFO - Epoch [47][260/1253] lr: 3.000e-04, eta: 1:35:54, time: 1.079, data_time: 0.005, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9565, loss_cls: 0.6209, loss: 0.6209, grad_norm: 3.6102 2020-10-12 16:34:11,048 - mmaction - INFO - Epoch [47][280/1253] lr: 3.000e-04, eta: 1:35:30, time: 1.051, data_time: 0.004, memory: 10398, top1_acc: 0.8396, top5_acc: 0.9576, loss_cls: 0.6130, loss: 0.6130, grad_norm: 3.4826 2020-10-12 16:34:31,952 - mmaction - INFO - Epoch [47][300/1253] lr: 3.000e-04, eta: 1:35:05, time: 1.042, data_time: 0.006, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9510, loss_cls: 0.6520, loss: 0.6520, grad_norm: 3.6235 2020-10-12 16:34:52,527 - mmaction - INFO - Epoch [47][320/1253] lr: 3.000e-04, eta: 1:34:41, time: 1.033, data_time: 0.007, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9591, loss_cls: 0.6156, loss: 0.6156, grad_norm: 3.5785 2020-10-12 16:35:13,094 - mmaction - INFO - Epoch [47][340/1253] lr: 3.000e-04, eta: 1:34:16, time: 1.028, data_time: 0.002, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9542, loss_cls: 0.6474, loss: 0.6474, grad_norm: 3.5888 2020-10-12 16:35:33,362 - mmaction - INFO - Epoch [47][360/1253] lr: 3.000e-04, eta: 1:33:52, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9565, loss_cls: 0.6452, loss: 0.6452, grad_norm: 3.6170 2020-10-12 16:35:55,842 - mmaction - INFO - Epoch [47][380/1253] lr: 3.000e-04, eta: 1:33:27, time: 1.126, data_time: 0.006, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9578, loss_cls: 0.6366, loss: 0.6366, grad_norm: 3.5612 2020-10-12 16:36:16,751 - mmaction - INFO - Epoch [47][400/1253] lr: 3.000e-04, eta: 1:33:03, time: 1.046, data_time: 0.002, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9615, loss_cls: 0.5910, loss: 0.5910, grad_norm: 3.4989 2020-10-12 16:36:38,147 - mmaction - INFO - Epoch [47][420/1253] lr: 3.000e-04, eta: 1:32:38, time: 1.068, data_time: 0.005, memory: 10398, top1_acc: 0.8388, top5_acc: 0.9570, loss_cls: 0.6244, loss: 0.6244, grad_norm: 3.4873 2020-10-12 16:36:58,443 - mmaction - INFO - Epoch [47][440/1253] lr: 3.000e-04, eta: 1:32:14, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9526, loss_cls: 0.6315, loss: 0.6315, grad_norm: 3.6497 2020-10-12 16:37:19,629 - mmaction - INFO - Epoch [47][460/1253] lr: 3.000e-04, eta: 1:31:49, time: 1.059, data_time: 0.002, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9563, loss_cls: 0.6202, loss: 0.6202, grad_norm: 3.5249 2020-10-12 16:37:39,959 - mmaction - INFO - Epoch [47][480/1253] lr: 3.000e-04, eta: 1:31:25, time: 1.014, data_time: 0.004, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9479, loss_cls: 0.6677, loss: 0.6677, grad_norm: 3.6110 2020-10-12 16:38:01,206 - mmaction - INFO - Epoch [47][500/1253] lr: 3.000e-04, eta: 1:31:00, time: 1.064, data_time: 0.007, memory: 10398, top1_acc: 0.8237, top5_acc: 0.9477, loss_cls: 0.6578, loss: 0.6578, grad_norm: 3.6687 2020-10-12 16:38:21,564 - mmaction - INFO - Epoch [47][520/1253] lr: 3.000e-04, eta: 1:30:36, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9562, loss_cls: 0.6436, loss: 0.6436, grad_norm: 3.6003 2020-10-12 16:38:43,063 - mmaction - INFO - Epoch [47][540/1253] lr: 3.000e-04, eta: 1:30:11, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9622, loss_cls: 0.6158, loss: 0.6158, grad_norm: 3.6461 2020-10-12 16:39:03,510 - mmaction - INFO - Epoch [47][560/1253] lr: 3.000e-04, eta: 1:29:47, time: 1.025, data_time: 0.007, memory: 10398, top1_acc: 0.8214, top5_acc: 0.9547, loss_cls: 0.6675, loss: 0.6675, grad_norm: 3.7407 2020-10-12 16:39:25,385 - mmaction - INFO - Epoch [47][580/1253] lr: 3.000e-04, eta: 1:29:23, time: 1.092, data_time: 0.005, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9560, loss_cls: 0.6296, loss: 0.6296, grad_norm: 3.5613 2020-10-12 16:39:46,071 - mmaction - INFO - Epoch [47][600/1253] lr: 3.000e-04, eta: 1:28:58, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.8370, top5_acc: 0.9594, loss_cls: 0.6180, loss: 0.6180, grad_norm: 3.5283 2020-10-12 16:40:07,167 - mmaction - INFO - Epoch [47][620/1253] lr: 3.000e-04, eta: 1:28:34, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9583, loss_cls: 0.6263, loss: 0.6263, grad_norm: 3.6133 2020-10-12 16:40:29,427 - mmaction - INFO - Epoch [47][640/1253] lr: 3.000e-04, eta: 1:28:09, time: 1.113, data_time: 0.002, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9583, loss_cls: 0.6308, loss: 0.6308, grad_norm: 3.5915 2020-10-12 16:40:50,892 - mmaction - INFO - Epoch [47][660/1253] lr: 3.000e-04, eta: 1:27:45, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.8214, top5_acc: 0.9544, loss_cls: 0.6569, loss: 0.6569, grad_norm: 3.6532 2020-10-12 16:41:10,862 - mmaction - INFO - Epoch [47][680/1253] lr: 3.000e-04, eta: 1:27:20, time: 0.999, data_time: 0.002, memory: 10398, top1_acc: 0.8219, top5_acc: 0.9542, loss_cls: 0.6650, loss: 0.6650, grad_norm: 3.7546 2020-10-12 16:41:32,785 - mmaction - INFO - Epoch [47][700/1253] lr: 3.000e-04, eta: 1:26:56, time: 1.094, data_time: 0.005, memory: 10398, top1_acc: 0.8404, top5_acc: 0.9596, loss_cls: 0.6057, loss: 0.6057, grad_norm: 3.4772 2020-10-12 16:41:53,706 - mmaction - INFO - Epoch [47][720/1253] lr: 3.000e-04, eta: 1:26:32, time: 1.046, data_time: 0.006, memory: 10398, top1_acc: 0.8375, top5_acc: 0.9576, loss_cls: 0.6121, loss: 0.6121, grad_norm: 3.5857 2020-10-12 16:42:14,482 - mmaction - INFO - Epoch [47][740/1253] lr: 3.000e-04, eta: 1:26:07, time: 1.041, data_time: 0.004, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9596, loss_cls: 0.6323, loss: 0.6323, grad_norm: 3.5901 2020-10-12 16:42:34,787 - mmaction - INFO - Epoch [47][760/1253] lr: 3.000e-04, eta: 1:25:43, time: 1.013, data_time: 0.006, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9612, loss_cls: 0.6146, loss: 0.6146, grad_norm: 3.5319 2020-10-12 16:42:54,372 - mmaction - INFO - Epoch [47][780/1253] lr: 3.000e-04, eta: 1:25:18, time: 0.982, data_time: 0.007, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9555, loss_cls: 0.6369, loss: 0.6369, grad_norm: 3.5651 2020-10-12 16:43:15,497 - mmaction - INFO - Epoch [47][800/1253] lr: 3.000e-04, eta: 1:24:54, time: 1.055, data_time: 0.002, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9599, loss_cls: 0.6345, loss: 0.6345, grad_norm: 3.6808 2020-10-12 16:43:36,930 - mmaction - INFO - Epoch [47][820/1253] lr: 3.000e-04, eta: 1:24:29, time: 1.071, data_time: 0.005, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9586, loss_cls: 0.6535, loss: 0.6535, grad_norm: 3.6281 2020-10-12 16:43:57,633 - mmaction - INFO - Epoch [47][840/1253] lr: 3.000e-04, eta: 1:24:05, time: 1.036, data_time: 0.006, memory: 10398, top1_acc: 0.8445, top5_acc: 0.9635, loss_cls: 0.5901, loss: 0.5901, grad_norm: 3.6163 2020-10-12 16:44:18,208 - mmaction - INFO - Epoch [47][860/1253] lr: 3.000e-04, eta: 1:23:40, time: 1.030, data_time: 0.003, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9560, loss_cls: 0.6445, loss: 0.6445, grad_norm: 3.5944 2020-10-12 16:44:38,917 - mmaction - INFO - Epoch [47][880/1253] lr: 3.000e-04, eta: 1:23:16, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9583, loss_cls: 0.6142, loss: 0.6142, grad_norm: 3.5646 2020-10-12 16:44:59,005 - mmaction - INFO - Epoch [47][900/1253] lr: 3.000e-04, eta: 1:22:52, time: 1.006, data_time: 0.007, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9547, loss_cls: 0.6449, loss: 0.6449, grad_norm: 3.6294 2020-10-12 16:45:19,543 - mmaction - INFO - Epoch [47][920/1253] lr: 3.000e-04, eta: 1:22:27, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.8346, top5_acc: 0.9596, loss_cls: 0.6052, loss: 0.6052, grad_norm: 3.5660 2020-10-12 16:45:40,519 - mmaction - INFO - Epoch [47][940/1253] lr: 3.000e-04, eta: 1:22:03, time: 1.047, data_time: 0.004, memory: 10398, top1_acc: 0.8404, top5_acc: 0.9599, loss_cls: 0.6075, loss: 0.6075, grad_norm: 3.5135 2020-10-12 16:46:01,759 - mmaction - INFO - Epoch [47][960/1253] lr: 3.000e-04, eta: 1:21:38, time: 1.064, data_time: 0.006, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9531, loss_cls: 0.6544, loss: 0.6544, grad_norm: 3.6003 2020-10-12 16:46:22,673 - mmaction - INFO - Epoch [47][980/1253] lr: 3.000e-04, eta: 1:21:14, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9518, loss_cls: 0.6499, loss: 0.6499, grad_norm: 3.6124 2020-10-12 16:46:43,591 - mmaction - INFO - Epoch [47][1000/1253] lr: 3.000e-04, eta: 1:20:50, time: 1.044, data_time: 0.006, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9542, loss_cls: 0.6292, loss: 0.6292, grad_norm: 3.6044 2020-10-12 16:47:04,233 - mmaction - INFO - Epoch [47][1020/1253] lr: 3.000e-04, eta: 1:20:25, time: 1.034, data_time: 0.006, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9586, loss_cls: 0.6118, loss: 0.6118, grad_norm: 3.5202 2020-10-12 16:47:24,704 - mmaction - INFO - Epoch [47][1040/1253] lr: 3.000e-04, eta: 1:20:01, time: 1.021, data_time: 0.004, memory: 10398, top1_acc: 0.8224, top5_acc: 0.9630, loss_cls: 0.6388, loss: 0.6388, grad_norm: 3.6619 2020-10-12 16:47:44,573 - mmaction - INFO - Epoch [47][1060/1253] lr: 3.000e-04, eta: 1:19:36, time: 0.996, data_time: 0.006, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9591, loss_cls: 0.6259, loss: 0.6259, grad_norm: 3.6335 2020-10-12 16:48:06,206 - mmaction - INFO - Epoch [47][1080/1253] lr: 3.000e-04, eta: 1:19:12, time: 1.080, data_time: 0.004, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9573, loss_cls: 0.6397, loss: 0.6397, grad_norm: 3.6381 2020-10-12 16:48:27,023 - mmaction - INFO - Epoch [47][1100/1253] lr: 3.000e-04, eta: 1:18:47, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9523, loss_cls: 0.6614, loss: 0.6614, grad_norm: 3.7177 2020-10-12 16:48:48,125 - mmaction - INFO - Epoch [47][1120/1253] lr: 3.000e-04, eta: 1:18:23, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9521, loss_cls: 0.6320, loss: 0.6320, grad_norm: 3.5908 2020-10-12 16:49:10,164 - mmaction - INFO - Epoch [47][1140/1253] lr: 3.000e-04, eta: 1:17:59, time: 1.102, data_time: 0.004, memory: 10398, top1_acc: 0.8286, top5_acc: 0.9510, loss_cls: 0.6597, loss: 0.6597, grad_norm: 3.7346 2020-10-12 16:49:30,004 - mmaction - INFO - Epoch [47][1160/1253] lr: 3.000e-04, eta: 1:17:34, time: 0.990, data_time: 0.005, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9562, loss_cls: 0.6274, loss: 0.6274, grad_norm: 3.5679 2020-10-12 16:49:51,611 - mmaction - INFO - Epoch [47][1180/1253] lr: 3.000e-04, eta: 1:17:10, time: 1.081, data_time: 0.005, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9529, loss_cls: 0.6597, loss: 0.6597, grad_norm: 3.6621 2020-10-12 16:50:12,509 - mmaction - INFO - Epoch [47][1200/1253] lr: 3.000e-04, eta: 1:16:46, time: 1.043, data_time: 0.003, memory: 10398, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6237, loss: 0.6237, grad_norm: 3.6134 2020-10-12 16:50:32,773 - mmaction - INFO - Epoch [47][1220/1253] lr: 3.000e-04, eta: 1:16:21, time: 1.016, data_time: 0.006, memory: 10398, top1_acc: 0.8445, top5_acc: 0.9617, loss_cls: 0.5912, loss: 0.5912, grad_norm: 3.5094 2020-10-12 16:50:53,860 - mmaction - INFO - Epoch [47][1240/1253] lr: 3.000e-04, eta: 1:15:57, time: 1.054, data_time: 0.004, memory: 10398, top1_acc: 0.8391, top5_acc: 0.9583, loss_cls: 0.6252, loss: 0.6252, grad_norm: 3.6135 2020-10-12 16:51:33,684 - mmaction - INFO - Epoch [48][20/1253] lr: 3.000e-04, eta: 1:15:16, time: 1.334, data_time: 0.476, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9526, loss_cls: 0.6232, loss: 0.6232, grad_norm: 3.5272 2020-10-12 16:51:54,017 - mmaction - INFO - Epoch [48][40/1253] lr: 3.000e-04, eta: 1:14:52, time: 1.018, data_time: 0.006, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9596, loss_cls: 0.6142, loss: 0.6142, grad_norm: 3.5536 2020-10-12 16:52:14,103 - mmaction - INFO - Epoch [48][60/1253] lr: 3.000e-04, eta: 1:14:27, time: 1.004, data_time: 0.002, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9570, loss_cls: 0.6396, loss: 0.6396, grad_norm: 3.6110 2020-10-12 16:52:36,720 - mmaction - INFO - Epoch [48][80/1253] lr: 3.000e-04, eta: 1:14:03, time: 1.131, data_time: 0.007, memory: 10398, top1_acc: 0.8346, top5_acc: 0.9578, loss_cls: 0.6094, loss: 0.6094, grad_norm: 3.5945 2020-10-12 16:52:56,704 - mmaction - INFO - Epoch [48][100/1253] lr: 3.000e-04, eta: 1:13:39, time: 0.999, data_time: 0.003, memory: 10398, top1_acc: 0.8331, top5_acc: 0.9562, loss_cls: 0.6127, loss: 0.6127, grad_norm: 3.6273 2020-10-12 16:53:18,248 - mmaction - INFO - Epoch [48][120/1253] lr: 3.000e-04, eta: 1:13:14, time: 1.077, data_time: 0.002, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9555, loss_cls: 0.6332, loss: 0.6332, grad_norm: 3.5925 2020-10-12 16:53:38,701 - mmaction - INFO - Epoch [48][140/1253] lr: 3.000e-04, eta: 1:12:50, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9562, loss_cls: 0.6038, loss: 0.6038, grad_norm: 3.5250 2020-10-12 16:54:00,152 - mmaction - INFO - Epoch [48][160/1253] lr: 3.000e-04, eta: 1:12:26, time: 1.073, data_time: 0.005, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9521, loss_cls: 0.6422, loss: 0.6422, grad_norm: 3.6758 2020-10-12 16:54:20,840 - mmaction - INFO - Epoch [48][180/1253] lr: 3.000e-04, eta: 1:12:01, time: 1.034, data_time: 0.004, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9586, loss_cls: 0.6497, loss: 0.6497, grad_norm: 3.6938 2020-10-12 16:54:42,174 - mmaction - INFO - Epoch [48][200/1253] lr: 3.000e-04, eta: 1:11:37, time: 1.067, data_time: 0.007, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9542, loss_cls: 0.6324, loss: 0.6324, grad_norm: 3.5917 2020-10-12 16:55:03,833 - mmaction - INFO - Epoch [48][220/1253] lr: 3.000e-04, eta: 1:11:13, time: 1.083, data_time: 0.006, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9539, loss_cls: 0.6205, loss: 0.6205, grad_norm: 3.5751 2020-10-12 16:55:24,849 - mmaction - INFO - Epoch [48][240/1253] lr: 3.000e-04, eta: 1:10:48, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.8495, top5_acc: 0.9607, loss_cls: 0.5815, loss: 0.5815, grad_norm: 3.4080 2020-10-12 16:55:46,048 - mmaction - INFO - Epoch [48][260/1253] lr: 3.000e-04, eta: 1:10:24, time: 1.058, data_time: 0.004, memory: 10398, top1_acc: 0.8393, top5_acc: 0.9565, loss_cls: 0.6060, loss: 0.6060, grad_norm: 3.5228 2020-10-12 16:56:07,102 - mmaction - INFO - Epoch [48][280/1253] lr: 3.000e-04, eta: 1:10:00, time: 1.055, data_time: 0.006, memory: 10398, top1_acc: 0.8250, top5_acc: 0.9497, loss_cls: 0.6647, loss: 0.6647, grad_norm: 3.6548 2020-10-12 16:56:28,072 - mmaction - INFO - Epoch [48][300/1253] lr: 3.000e-04, eta: 1:09:35, time: 1.047, data_time: 0.005, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9560, loss_cls: 0.6358, loss: 0.6358, grad_norm: 3.6628 2020-10-12 16:56:48,174 - mmaction - INFO - Epoch [48][320/1253] lr: 3.000e-04, eta: 1:09:11, time: 1.006, data_time: 0.005, memory: 10398, top1_acc: 0.8404, top5_acc: 0.9612, loss_cls: 0.6088, loss: 0.6088, grad_norm: 3.5437 2020-10-12 16:57:09,333 - mmaction - INFO - Epoch [48][340/1253] lr: 3.000e-04, eta: 1:08:47, time: 1.058, data_time: 0.004, memory: 10398, top1_acc: 0.8232, top5_acc: 0.9529, loss_cls: 0.6546, loss: 0.6546, grad_norm: 3.7124 2020-10-12 16:57:29,686 - mmaction - INFO - Epoch [48][360/1253] lr: 3.000e-04, eta: 1:08:22, time: 1.016, data_time: 0.005, memory: 10398, top1_acc: 0.8401, top5_acc: 0.9594, loss_cls: 0.6142, loss: 0.6142, grad_norm: 3.5459 2020-10-12 16:57:50,215 - mmaction - INFO - Epoch [48][380/1253] lr: 3.000e-04, eta: 1:07:58, time: 1.028, data_time: 0.006, memory: 10398, top1_acc: 0.8362, top5_acc: 0.9560, loss_cls: 0.6293, loss: 0.6293, grad_norm: 3.5340 2020-10-12 16:58:13,430 - mmaction - INFO - Epoch [48][400/1253] lr: 3.000e-04, eta: 1:07:34, time: 1.160, data_time: 0.002, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9586, loss_cls: 0.5975, loss: 0.5975, grad_norm: 3.5410 2020-10-12 16:58:34,869 - mmaction - INFO - Epoch [48][420/1253] lr: 3.000e-04, eta: 1:07:09, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.8313, top5_acc: 0.9576, loss_cls: 0.6252, loss: 0.6252, grad_norm: 3.6579 2020-10-12 16:58:56,362 - mmaction - INFO - Epoch [48][440/1253] lr: 3.000e-04, eta: 1:06:45, time: 1.075, data_time: 0.007, memory: 10398, top1_acc: 0.8375, top5_acc: 0.9591, loss_cls: 0.6168, loss: 0.6168, grad_norm: 3.5361 2020-10-12 16:59:17,029 - mmaction - INFO - Epoch [48][460/1253] lr: 3.000e-04, eta: 1:06:21, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9534, loss_cls: 0.6555, loss: 0.6555, grad_norm: 3.7814 2020-10-12 16:59:37,561 - mmaction - INFO - Epoch [48][480/1253] lr: 3.000e-04, eta: 1:05:57, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9576, loss_cls: 0.6571, loss: 0.6571, grad_norm: 3.6376 2020-10-12 16:59:59,648 - mmaction - INFO - Epoch [48][500/1253] lr: 3.000e-04, eta: 1:05:32, time: 1.107, data_time: 0.007, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9583, loss_cls: 0.6353, loss: 0.6353, grad_norm: 3.6335 2020-10-12 17:00:21,586 - mmaction - INFO - Epoch [48][520/1253] lr: 3.000e-04, eta: 1:05:08, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9562, loss_cls: 0.6076, loss: 0.6076, grad_norm: 3.5776 2020-10-12 17:00:43,393 - mmaction - INFO - Epoch [48][540/1253] lr: 3.000e-04, eta: 1:04:44, time: 1.095, data_time: 0.017, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9505, loss_cls: 0.6451, loss: 0.6451, grad_norm: 3.6258 2020-10-12 17:01:03,953 - mmaction - INFO - Epoch [48][560/1253] lr: 3.000e-04, eta: 1:04:19, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.8237, top5_acc: 0.9497, loss_cls: 0.6749, loss: 0.6749, grad_norm: 3.6749 2020-10-12 17:01:24,909 - mmaction - INFO - Epoch [48][580/1253] lr: 3.000e-04, eta: 1:03:55, time: 1.046, data_time: 0.004, memory: 10398, top1_acc: 0.8401, top5_acc: 0.9531, loss_cls: 0.6213, loss: 0.6213, grad_norm: 3.5546 2020-10-12 17:01:44,331 - mmaction - INFO - Epoch [48][600/1253] lr: 3.000e-04, eta: 1:03:31, time: 0.973, data_time: 0.007, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9536, loss_cls: 0.6474, loss: 0.6474, grad_norm: 3.7003 2020-10-12 17:02:05,433 - mmaction - INFO - Epoch [48][620/1253] lr: 3.000e-04, eta: 1:03:06, time: 1.053, data_time: 0.005, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9544, loss_cls: 0.6405, loss: 0.6405, grad_norm: 3.6232 2020-10-12 17:02:25,622 - mmaction - INFO - Epoch [48][640/1253] lr: 3.000e-04, eta: 1:02:42, time: 1.011, data_time: 0.005, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9490, loss_cls: 0.6553, loss: 0.6553, grad_norm: 3.6348 2020-10-12 17:02:46,117 - mmaction - INFO - Epoch [48][660/1253] lr: 3.000e-04, eta: 1:02:18, time: 1.023, data_time: 0.005, memory: 10398, top1_acc: 0.8232, top5_acc: 0.9544, loss_cls: 0.6521, loss: 0.6521, grad_norm: 3.5941 2020-10-12 17:03:07,292 - mmaction - INFO - Epoch [48][680/1253] lr: 3.000e-04, eta: 1:01:54, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9536, loss_cls: 0.6215, loss: 0.6215, grad_norm: 3.5599 2020-10-12 17:03:27,190 - mmaction - INFO - Epoch [48][700/1253] lr: 3.000e-04, eta: 1:01:29, time: 0.995, data_time: 0.002, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9523, loss_cls: 0.6601, loss: 0.6601, grad_norm: 3.6728 2020-10-12 17:03:48,349 - mmaction - INFO - Epoch [48][720/1253] lr: 3.000e-04, eta: 1:01:05, time: 1.057, data_time: 0.004, memory: 10398, top1_acc: 0.8344, top5_acc: 0.9578, loss_cls: 0.6288, loss: 0.6288, grad_norm: 3.6414 2020-10-12 17:04:09,967 - mmaction - INFO - Epoch [48][740/1253] lr: 3.000e-04, eta: 1:00:41, time: 1.081, data_time: 0.004, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9583, loss_cls: 0.6135, loss: 0.6135, grad_norm: 3.4971 2020-10-12 17:04:29,544 - mmaction - INFO - Epoch [48][760/1253] lr: 3.000e-04, eta: 1:00:16, time: 0.976, data_time: 0.005, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9555, loss_cls: 0.6448, loss: 0.6448, grad_norm: 3.7029 2020-10-12 17:04:50,648 - mmaction - INFO - Epoch [48][780/1253] lr: 3.000e-04, eta: 0:59:52, time: 1.058, data_time: 0.007, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9570, loss_cls: 0.6469, loss: 0.6469, grad_norm: 3.6833 2020-10-12 17:05:10,233 - mmaction - INFO - Epoch [48][800/1253] lr: 3.000e-04, eta: 0:59:28, time: 0.979, data_time: 0.002, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9552, loss_cls: 0.6348, loss: 0.6348, grad_norm: 3.6609 2020-10-12 17:05:32,876 - mmaction - INFO - Epoch [48][820/1253] lr: 3.000e-04, eta: 0:59:04, time: 1.132, data_time: 0.002, memory: 10398, top1_acc: 0.8310, top5_acc: 0.9508, loss_cls: 0.6527, loss: 0.6527, grad_norm: 3.5623 2020-10-12 17:05:53,948 - mmaction - INFO - Epoch [48][840/1253] lr: 3.000e-04, eta: 0:58:39, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9573, loss_cls: 0.6195, loss: 0.6195, grad_norm: 3.5761 2020-10-12 17:06:14,621 - mmaction - INFO - Epoch [48][860/1253] lr: 3.000e-04, eta: 0:58:15, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.8354, top5_acc: 0.9578, loss_cls: 0.6276, loss: 0.6276, grad_norm: 3.6417 2020-10-12 17:06:34,631 - mmaction - INFO - Epoch [48][880/1253] lr: 3.000e-04, eta: 0:57:51, time: 0.997, data_time: 0.005, memory: 10398, top1_acc: 0.8229, top5_acc: 0.9531, loss_cls: 0.6456, loss: 0.6456, grad_norm: 3.7073 2020-10-12 17:06:54,911 - mmaction - INFO - Epoch [48][900/1253] lr: 3.000e-04, eta: 0:57:26, time: 1.017, data_time: 0.007, memory: 10398, top1_acc: 0.8487, top5_acc: 0.9591, loss_cls: 0.5911, loss: 0.5911, grad_norm: 3.4482 2020-10-12 17:07:16,830 - mmaction - INFO - Epoch [48][920/1253] lr: 3.000e-04, eta: 0:57:02, time: 1.096, data_time: 0.002, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9594, loss_cls: 0.6233, loss: 0.6233, grad_norm: 3.5754 2020-10-12 17:07:37,030 - mmaction - INFO - Epoch [48][940/1253] lr: 3.000e-04, eta: 0:56:38, time: 1.008, data_time: 0.007, memory: 10398, top1_acc: 0.8266, top5_acc: 0.9490, loss_cls: 0.6663, loss: 0.6663, grad_norm: 3.6792 2020-10-12 17:07:57,814 - mmaction - INFO - Epoch [48][960/1253] lr: 3.000e-04, eta: 0:56:14, time: 1.040, data_time: 0.007, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9526, loss_cls: 0.6499, loss: 0.6499, grad_norm: 3.6195 2020-10-12 17:08:18,358 - mmaction - INFO - Epoch [48][980/1253] lr: 3.000e-04, eta: 0:55:49, time: 1.029, data_time: 0.004, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9510, loss_cls: 0.6193, loss: 0.6193, grad_norm: 3.4890 2020-10-12 17:08:39,960 - mmaction - INFO - Epoch [48][1000/1253] lr: 3.000e-04, eta: 0:55:25, time: 1.079, data_time: 0.004, memory: 10398, top1_acc: 0.8331, top5_acc: 0.9526, loss_cls: 0.6306, loss: 0.6306, grad_norm: 3.6134 2020-10-12 17:08:59,584 - mmaction - INFO - Epoch [48][1020/1253] lr: 3.000e-04, eta: 0:55:01, time: 0.983, data_time: 0.005, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9552, loss_cls: 0.6265, loss: 0.6265, grad_norm: 3.5503 2020-10-12 17:09:20,451 - mmaction - INFO - Epoch [48][1040/1253] lr: 3.000e-04, eta: 0:54:37, time: 1.043, data_time: 0.002, memory: 10398, top1_acc: 0.8432, top5_acc: 0.9615, loss_cls: 0.6028, loss: 0.6028, grad_norm: 3.5407 2020-10-12 17:09:41,836 - mmaction - INFO - Epoch [48][1060/1253] lr: 3.000e-04, eta: 0:54:12, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.8216, top5_acc: 0.9552, loss_cls: 0.6582, loss: 0.6582, grad_norm: 3.6780 2020-10-12 17:10:02,978 - mmaction - INFO - Epoch [48][1080/1253] lr: 3.000e-04, eta: 0:53:48, time: 1.059, data_time: 0.005, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9547, loss_cls: 0.6433, loss: 0.6433, grad_norm: 3.6440 2020-10-12 17:10:24,205 - mmaction - INFO - Epoch [48][1100/1253] lr: 3.000e-04, eta: 0:53:24, time: 1.060, data_time: 0.002, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9573, loss_cls: 0.6268, loss: 0.6268, grad_norm: 3.6128 2020-10-12 17:10:45,223 - mmaction - INFO - Epoch [48][1120/1253] lr: 3.000e-04, eta: 0:53:00, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9549, loss_cls: 0.6276, loss: 0.6276, grad_norm: 3.5992 2020-10-12 17:11:05,845 - mmaction - INFO - Epoch [48][1140/1253] lr: 3.000e-04, eta: 0:52:35, time: 1.030, data_time: 0.006, memory: 10398, top1_acc: 0.8396, top5_acc: 0.9560, loss_cls: 0.6188, loss: 0.6188, grad_norm: 3.6554 2020-10-12 17:11:26,654 - mmaction - INFO - Epoch [48][1160/1253] lr: 3.000e-04, eta: 0:52:11, time: 1.042, data_time: 0.005, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9529, loss_cls: 0.6510, loss: 0.6510, grad_norm: 3.6789 2020-10-12 17:11:48,125 - mmaction - INFO - Epoch [48][1180/1253] lr: 3.000e-04, eta: 0:51:47, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9547, loss_cls: 0.6497, loss: 0.6497, grad_norm: 3.6133 2020-10-12 17:12:08,908 - mmaction - INFO - Epoch [48][1200/1253] lr: 3.000e-04, eta: 0:51:23, time: 1.043, data_time: 0.007, memory: 10398, top1_acc: 0.8372, top5_acc: 0.9565, loss_cls: 0.6110, loss: 0.6110, grad_norm: 3.6146 2020-10-12 17:12:29,044 - mmaction - INFO - Epoch [48][1220/1253] lr: 3.000e-04, eta: 0:50:58, time: 1.007, data_time: 0.005, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9549, loss_cls: 0.6414, loss: 0.6414, grad_norm: 3.6538 2020-10-12 17:12:50,432 - mmaction - INFO - Epoch [48][1240/1253] lr: 3.000e-04, eta: 0:50:34, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8302, top5_acc: 0.9521, loss_cls: 0.6283, loss: 0.6283, grad_norm: 3.6197 2020-10-12 17:13:32,962 - mmaction - INFO - Epoch [49][20/1253] lr: 3.000e-04, eta: 0:49:54, time: 1.469, data_time: 0.590, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9534, loss_cls: 0.6439, loss: 0.6439, grad_norm: 3.6273 2020-10-12 17:13:53,315 - mmaction - INFO - Epoch [49][40/1253] lr: 3.000e-04, eta: 0:49:30, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8253, top5_acc: 0.9492, loss_cls: 0.6609, loss: 0.6609, grad_norm: 3.7060 2020-10-12 17:14:13,628 - mmaction - INFO - Epoch [49][60/1253] lr: 3.000e-04, eta: 0:49:05, time: 1.016, data_time: 0.002, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9552, loss_cls: 0.6233, loss: 0.6233, grad_norm: 3.5504 2020-10-12 17:14:33,920 - mmaction - INFO - Epoch [49][80/1253] lr: 3.000e-04, eta: 0:48:41, time: 1.013, data_time: 0.002, memory: 10398, top1_acc: 0.8424, top5_acc: 0.9594, loss_cls: 0.6019, loss: 0.6019, grad_norm: 3.5628 2020-10-12 17:14:55,433 - mmaction - INFO - Epoch [49][100/1253] lr: 3.000e-04, eta: 0:48:17, time: 1.077, data_time: 0.007, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9586, loss_cls: 0.6350, loss: 0.6350, grad_norm: 3.6188 2020-10-12 17:15:15,292 - mmaction - INFO - Epoch [49][120/1253] lr: 3.000e-04, eta: 0:47:53, time: 0.993, data_time: 0.002, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9536, loss_cls: 0.6528, loss: 0.6528, grad_norm: 3.6382 2020-10-12 17:15:36,360 - mmaction - INFO - Epoch [49][140/1253] lr: 3.000e-04, eta: 0:47:29, time: 1.051, data_time: 0.004, memory: 10398, top1_acc: 0.8263, top5_acc: 0.9604, loss_cls: 0.6306, loss: 0.6306, grad_norm: 3.6645 2020-10-12 17:15:57,066 - mmaction - INFO - Epoch [49][160/1253] lr: 3.000e-04, eta: 0:47:04, time: 1.035, data_time: 0.006, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9542, loss_cls: 0.6645, loss: 0.6645, grad_norm: 3.6399 2020-10-12 17:16:17,459 - mmaction - INFO - Epoch [49][180/1253] lr: 3.000e-04, eta: 0:46:40, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9562, loss_cls: 0.6326, loss: 0.6326, grad_norm: 3.5412 2020-10-12 17:16:37,392 - mmaction - INFO - Epoch [49][200/1253] lr: 3.000e-04, eta: 0:46:16, time: 0.994, data_time: 0.004, memory: 10398, top1_acc: 0.8438, top5_acc: 0.9591, loss_cls: 0.5959, loss: 0.5959, grad_norm: 3.5222 2020-10-12 17:16:58,866 - mmaction - INFO - Epoch [49][220/1253] lr: 3.000e-04, eta: 0:45:52, time: 1.072, data_time: 0.007, memory: 10398, top1_acc: 0.8211, top5_acc: 0.9503, loss_cls: 0.6686, loss: 0.6686, grad_norm: 3.7230 2020-10-12 17:17:19,919 - mmaction - INFO - Epoch [49][240/1253] lr: 3.000e-04, eta: 0:45:28, time: 1.056, data_time: 0.007, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9510, loss_cls: 0.6268, loss: 0.6268, grad_norm: 3.4772 2020-10-12 17:17:40,771 - mmaction - INFO - Epoch [49][260/1253] lr: 3.000e-04, eta: 0:45:03, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9544, loss_cls: 0.6238, loss: 0.6238, grad_norm: 3.5266 2020-10-12 17:18:02,040 - mmaction - INFO - Epoch [49][280/1253] lr: 3.000e-04, eta: 0:44:39, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9552, loss_cls: 0.6129, loss: 0.6129, grad_norm: 3.5039 2020-10-12 17:18:22,734 - mmaction - INFO - Epoch [49][300/1253] lr: 3.000e-04, eta: 0:44:15, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9529, loss_cls: 0.6408, loss: 0.6408, grad_norm: 3.6514 2020-10-12 17:18:43,040 - mmaction - INFO - Epoch [49][320/1253] lr: 3.000e-04, eta: 0:43:51, time: 1.014, data_time: 0.006, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9581, loss_cls: 0.6121, loss: 0.6121, grad_norm: 3.5448 2020-10-12 17:19:03,479 - mmaction - INFO - Epoch [49][340/1253] lr: 3.000e-04, eta: 0:43:27, time: 1.024, data_time: 0.006, memory: 10398, top1_acc: 0.8224, top5_acc: 0.9576, loss_cls: 0.6488, loss: 0.6488, grad_norm: 3.6541 2020-10-12 17:19:24,396 - mmaction - INFO - Epoch [49][360/1253] lr: 3.000e-04, eta: 0:43:02, time: 1.045, data_time: 0.005, memory: 10398, top1_acc: 0.8370, top5_acc: 0.9573, loss_cls: 0.6216, loss: 0.6216, grad_norm: 3.6176 2020-10-12 17:19:46,381 - mmaction - INFO - Epoch [49][380/1253] lr: 3.000e-04, eta: 0:42:38, time: 1.100, data_time: 0.005, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9560, loss_cls: 0.6349, loss: 0.6349, grad_norm: 3.5738 2020-10-12 17:20:06,890 - mmaction - INFO - Epoch [49][400/1253] lr: 3.000e-04, eta: 0:42:14, time: 1.025, data_time: 0.004, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9542, loss_cls: 0.6388, loss: 0.6388, grad_norm: 3.5445 2020-10-12 17:20:28,370 - mmaction - INFO - Epoch [49][420/1253] lr: 3.000e-04, eta: 0:41:50, time: 1.073, data_time: 0.002, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9576, loss_cls: 0.6301, loss: 0.6301, grad_norm: 3.5818 2020-10-12 17:20:49,263 - mmaction - INFO - Epoch [49][440/1253] lr: 3.000e-04, eta: 0:41:26, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.8422, top5_acc: 0.9607, loss_cls: 0.5936, loss: 0.5936, grad_norm: 3.5424 2020-10-12 17:21:09,791 - mmaction - INFO - Epoch [49][460/1253] lr: 3.000e-04, eta: 0:41:02, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9534, loss_cls: 0.6369, loss: 0.6369, grad_norm: 3.6842 2020-10-12 17:21:29,345 - mmaction - INFO - Epoch [49][480/1253] lr: 3.000e-04, eta: 0:40:37, time: 0.976, data_time: 0.004, memory: 10398, top1_acc: 0.8260, top5_acc: 0.9484, loss_cls: 0.6415, loss: 0.6415, grad_norm: 3.6074 2020-10-12 17:21:51,333 - mmaction - INFO - Epoch [49][500/1253] lr: 3.000e-04, eta: 0:40:13, time: 1.099, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9526, loss_cls: 0.6590, loss: 0.6590, grad_norm: 3.6613 2020-10-12 17:22:11,817 - mmaction - INFO - Epoch [49][520/1253] lr: 3.000e-04, eta: 0:39:49, time: 1.026, data_time: 0.004, memory: 10398, top1_acc: 0.8391, top5_acc: 0.9565, loss_cls: 0.5995, loss: 0.5995, grad_norm: 3.5468 2020-10-12 17:22:32,743 - mmaction - INFO - Epoch [49][540/1253] lr: 3.000e-04, eta: 0:39:25, time: 1.044, data_time: 0.007, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9557, loss_cls: 0.6568, loss: 0.6568, grad_norm: 3.7206 2020-10-12 17:22:52,276 - mmaction - INFO - Epoch [49][560/1253] lr: 3.000e-04, eta: 0:39:01, time: 0.979, data_time: 0.006, memory: 10398, top1_acc: 0.8286, top5_acc: 0.9539, loss_cls: 0.6320, loss: 0.6320, grad_norm: 3.6946 2020-10-12 17:23:12,271 - mmaction - INFO - Epoch [49][580/1253] lr: 3.000e-04, eta: 0:38:36, time: 1.000, data_time: 0.002, memory: 10398, top1_acc: 0.8378, top5_acc: 0.9542, loss_cls: 0.6151, loss: 0.6151, grad_norm: 3.5628 2020-10-12 17:23:32,957 - mmaction - INFO - Epoch [49][600/1253] lr: 3.000e-04, eta: 0:38:12, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.8396, top5_acc: 0.9549, loss_cls: 0.6173, loss: 0.6173, grad_norm: 3.5387 2020-10-12 17:23:52,599 - mmaction - INFO - Epoch [49][620/1253] lr: 3.000e-04, eta: 0:37:48, time: 0.983, data_time: 0.006, memory: 10398, top1_acc: 0.8417, top5_acc: 0.9555, loss_cls: 0.6147, loss: 0.6147, grad_norm: 3.4840 2020-10-12 17:24:13,090 - mmaction - INFO - Epoch [49][640/1253] lr: 3.000e-04, eta: 0:37:24, time: 1.024, data_time: 0.002, memory: 10398, top1_acc: 0.8344, top5_acc: 0.9516, loss_cls: 0.6307, loss: 0.6307, grad_norm: 3.6048 2020-10-12 17:24:33,172 - mmaction - INFO - Epoch [49][660/1253] lr: 3.000e-04, eta: 0:37:00, time: 1.003, data_time: 0.004, memory: 10398, top1_acc: 0.8258, top5_acc: 0.9544, loss_cls: 0.6491, loss: 0.6491, grad_norm: 3.7111 2020-10-12 17:24:54,204 - mmaction - INFO - Epoch [49][680/1253] lr: 3.000e-04, eta: 0:36:36, time: 1.053, data_time: 0.006, memory: 10398, top1_acc: 0.8271, top5_acc: 0.9560, loss_cls: 0.6485, loss: 0.6485, grad_norm: 3.6983 2020-10-12 17:25:13,920 - mmaction - INFO - Epoch [49][700/1253] lr: 3.000e-04, eta: 0:36:11, time: 0.986, data_time: 0.002, memory: 10398, top1_acc: 0.8471, top5_acc: 0.9544, loss_cls: 0.6114, loss: 0.6114, grad_norm: 3.5532 2020-10-12 17:25:34,183 - mmaction - INFO - Epoch [49][720/1253] lr: 3.000e-04, eta: 0:35:47, time: 1.012, data_time: 0.005, memory: 10398, top1_acc: 0.8430, top5_acc: 0.9586, loss_cls: 0.6063, loss: 0.6063, grad_norm: 3.5516 2020-10-12 17:25:57,170 - mmaction - INFO - Epoch [49][740/1253] lr: 3.000e-04, eta: 0:35:23, time: 1.149, data_time: 0.005, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9534, loss_cls: 0.6367, loss: 0.6367, grad_norm: 3.6110 2020-10-12 17:26:17,982 - mmaction - INFO - Epoch [49][760/1253] lr: 3.000e-04, eta: 0:34:59, time: 1.043, data_time: 0.004, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9576, loss_cls: 0.6251, loss: 0.6251, grad_norm: 3.5582 2020-10-12 17:26:39,266 - mmaction - INFO - Epoch [49][780/1253] lr: 3.000e-04, eta: 0:34:35, time: 1.062, data_time: 0.004, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9518, loss_cls: 0.6350, loss: 0.6350, grad_norm: 3.6236 2020-10-12 17:26:59,674 - mmaction - INFO - Epoch [49][800/1253] lr: 3.000e-04, eta: 0:34:11, time: 1.023, data_time: 0.006, memory: 10398, top1_acc: 0.8273, top5_acc: 0.9477, loss_cls: 0.6603, loss: 0.6603, grad_norm: 3.6189 2020-10-12 17:27:20,139 - mmaction - INFO - Epoch [49][820/1253] lr: 3.000e-04, eta: 0:33:47, time: 1.023, data_time: 0.002, memory: 10398, top1_acc: 0.8240, top5_acc: 0.9513, loss_cls: 0.6627, loss: 0.6627, grad_norm: 3.7339 2020-10-12 17:27:41,454 - mmaction - INFO - Epoch [49][840/1253] lr: 3.000e-04, eta: 0:33:22, time: 1.065, data_time: 0.005, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9552, loss_cls: 0.6396, loss: 0.6396, grad_norm: 3.6447 2020-10-12 17:28:02,572 - mmaction - INFO - Epoch [49][860/1253] lr: 3.000e-04, eta: 0:32:58, time: 1.057, data_time: 0.005, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9594, loss_cls: 0.6221, loss: 0.6221, grad_norm: 3.6305 2020-10-12 17:28:23,596 - mmaction - INFO - Epoch [49][880/1253] lr: 3.000e-04, eta: 0:32:34, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9529, loss_cls: 0.6376, loss: 0.6376, grad_norm: 3.6370 2020-10-12 17:28:42,464 - mmaction - INFO - Epoch [49][900/1253] lr: 3.000e-04, eta: 0:32:10, time: 0.942, data_time: 0.005, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9607, loss_cls: 0.6003, loss: 0.6003, grad_norm: 3.6181 2020-10-12 17:29:04,299 - mmaction - INFO - Epoch [49][920/1253] lr: 3.000e-04, eta: 0:31:46, time: 1.092, data_time: 0.006, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9599, loss_cls: 0.6303, loss: 0.6303, grad_norm: 3.6579 2020-10-12 17:29:25,000 - mmaction - INFO - Epoch [49][940/1253] lr: 3.000e-04, eta: 0:31:22, time: 1.036, data_time: 0.005, memory: 10398, top1_acc: 0.8331, top5_acc: 0.9534, loss_cls: 0.6261, loss: 0.6261, grad_norm: 3.5943 2020-10-12 17:29:44,961 - mmaction - INFO - Epoch [49][960/1253] lr: 3.000e-04, eta: 0:30:58, time: 0.997, data_time: 0.004, memory: 10398, top1_acc: 0.8286, top5_acc: 0.9578, loss_cls: 0.6272, loss: 0.6272, grad_norm: 3.6623 2020-10-12 17:30:06,168 - mmaction - INFO - Epoch [49][980/1253] lr: 3.000e-04, eta: 0:30:34, time: 1.061, data_time: 0.005, memory: 10398, top1_acc: 0.8401, top5_acc: 0.9581, loss_cls: 0.6130, loss: 0.6130, grad_norm: 3.6444 2020-10-12 17:30:26,998 - mmaction - INFO - Epoch [49][1000/1253] lr: 3.000e-04, eta: 0:30:09, time: 1.043, data_time: 0.003, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9516, loss_cls: 0.6548, loss: 0.6548, grad_norm: 3.6472 2020-10-12 17:30:46,740 - mmaction - INFO - Epoch [49][1020/1253] lr: 3.000e-04, eta: 0:29:45, time: 0.986, data_time: 0.005, memory: 10398, top1_acc: 0.8424, top5_acc: 0.9565, loss_cls: 0.6099, loss: 0.6099, grad_norm: 3.4921 2020-10-12 17:31:07,402 - mmaction - INFO - Epoch [49][1040/1253] lr: 3.000e-04, eta: 0:29:21, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9534, loss_cls: 0.6412, loss: 0.6412, grad_norm: 3.5998 2020-10-12 17:31:29,217 - mmaction - INFO - Epoch [49][1060/1253] lr: 3.000e-04, eta: 0:28:57, time: 1.091, data_time: 0.005, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9505, loss_cls: 0.6330, loss: 0.6330, grad_norm: 3.6922 2020-10-12 17:31:49,697 - mmaction - INFO - Epoch [49][1080/1253] lr: 3.000e-04, eta: 0:28:33, time: 1.024, data_time: 0.005, memory: 10398, top1_acc: 0.8289, top5_acc: 0.9539, loss_cls: 0.6519, loss: 0.6519, grad_norm: 3.7033 2020-10-12 17:32:10,311 - mmaction - INFO - Epoch [49][1100/1253] lr: 3.000e-04, eta: 0:28:09, time: 1.031, data_time: 0.002, memory: 10398, top1_acc: 0.8385, top5_acc: 0.9612, loss_cls: 0.6013, loss: 0.6013, grad_norm: 3.5700 2020-10-12 17:32:29,991 - mmaction - INFO - Epoch [49][1120/1253] lr: 3.000e-04, eta: 0:27:45, time: 0.981, data_time: 0.004, memory: 10398, top1_acc: 0.8396, top5_acc: 0.9578, loss_cls: 0.6184, loss: 0.6184, grad_norm: 3.6189 2020-10-12 17:32:50,710 - mmaction - INFO - Epoch [49][1140/1253] lr: 3.000e-04, eta: 0:27:21, time: 1.039, data_time: 0.007, memory: 10398, top1_acc: 0.8375, top5_acc: 0.9576, loss_cls: 0.6174, loss: 0.6174, grad_norm: 3.6106 2020-10-12 17:33:10,152 - mmaction - INFO - Epoch [49][1160/1253] lr: 3.000e-04, eta: 0:26:57, time: 0.972, data_time: 0.002, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9510, loss_cls: 0.6287, loss: 0.6287, grad_norm: 3.6218 2020-10-12 17:33:30,803 - mmaction - INFO - Epoch [49][1180/1253] lr: 3.000e-04, eta: 0:26:32, time: 1.033, data_time: 0.002, memory: 10398, top1_acc: 0.8344, top5_acc: 0.9555, loss_cls: 0.6380, loss: 0.6380, grad_norm: 3.6612 2020-10-12 17:33:51,449 - mmaction - INFO - Epoch [49][1200/1253] lr: 3.000e-04, eta: 0:26:08, time: 1.032, data_time: 0.002, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9568, loss_cls: 0.6540, loss: 0.6540, grad_norm: 3.6600 2020-10-12 17:34:11,642 - mmaction - INFO - Epoch [49][1220/1253] lr: 3.000e-04, eta: 0:25:44, time: 1.010, data_time: 0.002, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9490, loss_cls: 0.6461, loss: 0.6461, grad_norm: 3.5656 2020-10-12 17:34:33,062 - mmaction - INFO - Epoch [49][1240/1253] lr: 3.000e-04, eta: 0:25:20, time: 1.068, data_time: 0.006, memory: 10398, top1_acc: 0.8391, top5_acc: 0.9544, loss_cls: 0.6288, loss: 0.6288, grad_norm: 3.6421 2020-10-12 17:35:12,040 - mmaction - INFO - Epoch [50][20/1253] lr: 3.000e-04, eta: 0:24:40, time: 1.324, data_time: 0.427, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9596, loss_cls: 0.6230, loss: 0.6230, grad_norm: 3.6235 2020-10-12 17:35:32,084 - mmaction - INFO - Epoch [50][40/1253] lr: 3.000e-04, eta: 0:24:16, time: 1.003, data_time: 0.006, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9628, loss_cls: 0.5969, loss: 0.5969, grad_norm: 3.5963 2020-10-12 17:35:52,422 - mmaction - INFO - Epoch [50][60/1253] lr: 3.000e-04, eta: 0:23:52, time: 1.016, data_time: 0.004, memory: 10398, top1_acc: 0.8320, top5_acc: 0.9560, loss_cls: 0.6308, loss: 0.6308, grad_norm: 3.5845 2020-10-12 17:36:13,352 - mmaction - INFO - Epoch [50][80/1253] lr: 3.000e-04, eta: 0:23:28, time: 1.048, data_time: 0.003, memory: 10398, top1_acc: 0.8255, top5_acc: 0.9536, loss_cls: 0.6521, loss: 0.6521, grad_norm: 3.6853 2020-10-12 17:36:35,372 - mmaction - INFO - Epoch [50][100/1253] lr: 3.000e-04, eta: 0:23:04, time: 1.072, data_time: 0.005, memory: 10398, top1_acc: 0.8391, top5_acc: 0.9555, loss_cls: 0.6115, loss: 0.6115, grad_norm: 3.5436 2020-10-12 17:36:55,592 - mmaction - INFO - Epoch [50][120/1253] lr: 3.000e-04, eta: 0:22:40, time: 1.039, data_time: 0.031, memory: 10398, top1_acc: 0.8323, top5_acc: 0.9589, loss_cls: 0.6255, loss: 0.6255, grad_norm: 3.6478 2020-10-12 17:37:15,928 - mmaction - INFO - Epoch [50][140/1253] lr: 3.000e-04, eta: 0:22:16, time: 1.018, data_time: 0.005, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9539, loss_cls: 0.6301, loss: 0.6301, grad_norm: 3.6498 2020-10-12 17:37:36,417 - mmaction - INFO - Epoch [50][160/1253] lr: 3.000e-04, eta: 0:21:52, time: 1.023, data_time: 0.004, memory: 10398, top1_acc: 0.8206, top5_acc: 0.9508, loss_cls: 0.6886, loss: 0.6886, grad_norm: 3.7381 2020-10-12 17:37:57,781 - mmaction - INFO - Epoch [50][180/1253] lr: 3.000e-04, eta: 0:21:28, time: 1.069, data_time: 0.005, memory: 10398, top1_acc: 0.8224, top5_acc: 0.9487, loss_cls: 0.6648, loss: 0.6648, grad_norm: 3.7112 2020-10-12 17:38:18,623 - mmaction - INFO - Epoch [50][200/1253] lr: 3.000e-04, eta: 0:21:04, time: 1.042, data_time: 0.002, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9562, loss_cls: 0.6194, loss: 0.6194, grad_norm: 3.6084 2020-10-12 17:38:39,731 - mmaction - INFO - Epoch [50][220/1253] lr: 3.000e-04, eta: 0:20:39, time: 1.054, data_time: 0.005, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9531, loss_cls: 0.6219, loss: 0.6219, grad_norm: 3.5928 2020-10-12 17:39:00,481 - mmaction - INFO - Epoch [50][240/1253] lr: 3.000e-04, eta: 0:20:15, time: 1.039, data_time: 0.006, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9552, loss_cls: 0.6297, loss: 0.6297, grad_norm: 3.5956 2020-10-12 17:39:20,875 - mmaction - INFO - Epoch [50][260/1253] lr: 3.000e-04, eta: 0:19:51, time: 1.018, data_time: 0.002, memory: 10398, top1_acc: 0.8326, top5_acc: 0.9531, loss_cls: 0.6174, loss: 0.6174, grad_norm: 3.6899 2020-10-12 17:39:42,417 - mmaction - INFO - Epoch [50][280/1253] lr: 3.000e-04, eta: 0:19:27, time: 1.077, data_time: 0.006, memory: 10398, top1_acc: 0.8365, top5_acc: 0.9565, loss_cls: 0.6235, loss: 0.6235, grad_norm: 3.5876 2020-10-12 17:40:02,357 - mmaction - INFO - Epoch [50][300/1253] lr: 3.000e-04, eta: 0:19:03, time: 0.997, data_time: 0.006, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9531, loss_cls: 0.6452, loss: 0.6452, grad_norm: 3.6790 2020-10-12 17:40:23,537 - mmaction - INFO - Epoch [50][320/1253] lr: 3.000e-04, eta: 0:18:39, time: 1.061, data_time: 0.004, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9497, loss_cls: 0.6571, loss: 0.6571, grad_norm: 3.7797 2020-10-12 17:40:44,774 - mmaction - INFO - Epoch [50][340/1253] lr: 3.000e-04, eta: 0:18:15, time: 1.061, data_time: 0.004, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9503, loss_cls: 0.6454, loss: 0.6454, grad_norm: 3.6235 2020-10-12 17:41:05,524 - mmaction - INFO - Epoch [50][360/1253] lr: 3.000e-04, eta: 0:17:51, time: 1.039, data_time: 0.005, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9510, loss_cls: 0.6428, loss: 0.6428, grad_norm: 3.6490 2020-10-12 17:41:27,271 - mmaction - INFO - Epoch [50][380/1253] lr: 3.000e-04, eta: 0:17:27, time: 1.086, data_time: 0.005, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9581, loss_cls: 0.6331, loss: 0.6331, grad_norm: 3.6737 2020-10-12 17:41:46,687 - mmaction - INFO - Epoch [50][400/1253] lr: 3.000e-04, eta: 0:17:03, time: 0.971, data_time: 0.005, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9576, loss_cls: 0.6276, loss: 0.6276, grad_norm: 3.6678 2020-10-12 17:42:08,067 - mmaction - INFO - Epoch [50][420/1253] lr: 3.000e-04, eta: 0:16:39, time: 1.067, data_time: 0.005, memory: 10398, top1_acc: 0.8383, top5_acc: 0.9568, loss_cls: 0.6244, loss: 0.6244, grad_norm: 3.5926 2020-10-12 17:42:27,629 - mmaction - INFO - Epoch [50][440/1253] lr: 3.000e-04, eta: 0:16:15, time: 0.980, data_time: 0.005, memory: 10398, top1_acc: 0.8432, top5_acc: 0.9612, loss_cls: 0.5854, loss: 0.5854, grad_norm: 3.4821 2020-10-12 17:42:48,646 - mmaction - INFO - Epoch [50][460/1253] lr: 3.000e-04, eta: 0:15:51, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.8318, top5_acc: 0.9557, loss_cls: 0.6272, loss: 0.6272, grad_norm: 3.6002 2020-10-12 17:43:09,184 - mmaction - INFO - Epoch [50][480/1253] lr: 3.000e-04, eta: 0:15:27, time: 1.027, data_time: 0.002, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9516, loss_cls: 0.6345, loss: 0.6345, grad_norm: 3.5772 2020-10-12 17:43:30,262 - mmaction - INFO - Epoch [50][500/1253] lr: 3.000e-04, eta: 0:15:03, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9552, loss_cls: 0.6377, loss: 0.6377, grad_norm: 3.6769 2020-10-12 17:43:51,667 - mmaction - INFO - Epoch [50][520/1253] lr: 3.000e-04, eta: 0:14:39, time: 1.070, data_time: 0.005, memory: 10398, top1_acc: 0.8313, top5_acc: 0.9570, loss_cls: 0.6270, loss: 0.6270, grad_norm: 3.6063 2020-10-12 17:44:12,342 - mmaction - INFO - Epoch [50][540/1253] lr: 3.000e-04, eta: 0:14:15, time: 1.034, data_time: 0.002, memory: 10398, top1_acc: 0.8398, top5_acc: 0.9539, loss_cls: 0.6065, loss: 0.6065, grad_norm: 3.5490 2020-10-12 17:44:33,688 - mmaction - INFO - Epoch [50][560/1253] lr: 3.000e-04, eta: 0:13:51, time: 1.066, data_time: 0.004, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9607, loss_cls: 0.5978, loss: 0.5978, grad_norm: 3.5552 2020-10-12 17:44:53,756 - mmaction - INFO - Epoch [50][580/1253] lr: 3.000e-04, eta: 0:13:27, time: 1.005, data_time: 0.005, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9510, loss_cls: 0.6633, loss: 0.6633, grad_norm: 3.7135 2020-10-12 17:45:14,831 - mmaction - INFO - Epoch [50][600/1253] lr: 3.000e-04, eta: 0:13:03, time: 1.054, data_time: 0.002, memory: 10398, top1_acc: 0.8333, top5_acc: 0.9607, loss_cls: 0.6101, loss: 0.6101, grad_norm: 3.5474 2020-10-12 17:45:37,628 - mmaction - INFO - Epoch [50][620/1253] lr: 3.000e-04, eta: 0:12:39, time: 1.138, data_time: 0.005, memory: 10398, top1_acc: 0.8339, top5_acc: 0.9534, loss_cls: 0.6247, loss: 0.6247, grad_norm: 3.5607 2020-10-12 17:45:56,958 - mmaction - INFO - Epoch [50][640/1253] lr: 3.000e-04, eta: 0:12:15, time: 0.968, data_time: 0.005, memory: 10398, top1_acc: 0.8380, top5_acc: 0.9581, loss_cls: 0.6064, loss: 0.6064, grad_norm: 3.5598 2020-10-12 17:46:18,366 - mmaction - INFO - Epoch [50][660/1253] lr: 3.000e-04, eta: 0:11:51, time: 1.070, data_time: 0.002, memory: 10398, top1_acc: 0.8357, top5_acc: 0.9560, loss_cls: 0.6191, loss: 0.6191, grad_norm: 3.6253 2020-10-12 17:46:39,507 - mmaction - INFO - Epoch [50][680/1253] lr: 3.000e-04, eta: 0:11:27, time: 1.055, data_time: 0.004, memory: 10398, top1_acc: 0.8349, top5_acc: 0.9549, loss_cls: 0.6160, loss: 0.6160, grad_norm: 3.5830 2020-10-12 17:47:00,668 - mmaction - INFO - Epoch [50][700/1253] lr: 3.000e-04, eta: 0:11:03, time: 1.060, data_time: 0.006, memory: 10398, top1_acc: 0.8315, top5_acc: 0.9536, loss_cls: 0.6422, loss: 0.6422, grad_norm: 3.6148 2020-10-12 17:47:21,554 - mmaction - INFO - Epoch [50][720/1253] lr: 3.000e-04, eta: 0:10:39, time: 1.045, data_time: 0.002, memory: 10398, top1_acc: 0.8414, top5_acc: 0.9560, loss_cls: 0.6189, loss: 0.6189, grad_norm: 3.6114 2020-10-12 17:47:41,749 - mmaction - INFO - Epoch [50][740/1253] lr: 3.000e-04, eta: 0:10:15, time: 1.010, data_time: 0.005, memory: 10398, top1_acc: 0.8297, top5_acc: 0.9529, loss_cls: 0.6435, loss: 0.6435, grad_norm: 3.6888 2020-10-12 17:48:01,918 - mmaction - INFO - Epoch [50][760/1253] lr: 3.000e-04, eta: 0:09:51, time: 1.009, data_time: 0.006, memory: 10398, top1_acc: 0.8336, top5_acc: 0.9531, loss_cls: 0.6290, loss: 0.6290, grad_norm: 3.5843 2020-10-12 17:48:23,572 - mmaction - INFO - Epoch [50][780/1253] lr: 3.000e-04, eta: 0:09:27, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9555, loss_cls: 0.6362, loss: 0.6362, grad_norm: 3.6042 2020-10-12 17:48:44,706 - mmaction - INFO - Epoch [50][800/1253] lr: 3.000e-04, eta: 0:09:03, time: 1.056, data_time: 0.005, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9617, loss_cls: 0.6046, loss: 0.6046, grad_norm: 3.5599 2020-10-12 17:49:06,374 - mmaction - INFO - Epoch [50][820/1253] lr: 3.000e-04, eta: 0:08:39, time: 1.085, data_time: 0.005, memory: 10398, top1_acc: 0.8305, top5_acc: 0.9523, loss_cls: 0.6401, loss: 0.6401, grad_norm: 3.6452 2020-10-12 17:49:27,099 - mmaction - INFO - Epoch [50][840/1253] lr: 3.000e-04, eta: 0:08:15, time: 1.034, data_time: 0.005, memory: 10398, top1_acc: 0.8328, top5_acc: 0.9526, loss_cls: 0.6361, loss: 0.6361, grad_norm: 3.6403 2020-10-12 17:49:47,636 - mmaction - INFO - Epoch [50][860/1253] lr: 3.000e-04, eta: 0:07:51, time: 1.029, data_time: 0.006, memory: 10398, top1_acc: 0.8221, top5_acc: 0.9544, loss_cls: 0.6550, loss: 0.6550, grad_norm: 3.7045 2020-10-12 17:50:10,013 - mmaction - INFO - Epoch [50][880/1253] lr: 3.000e-04, eta: 0:07:27, time: 1.119, data_time: 0.005, memory: 10398, top1_acc: 0.8362, top5_acc: 0.9560, loss_cls: 0.6263, loss: 0.6263, grad_norm: 3.5897 2020-10-12 17:50:30,941 - mmaction - INFO - Epoch [50][900/1253] lr: 3.000e-04, eta: 0:07:03, time: 1.047, data_time: 0.002, memory: 10398, top1_acc: 0.8341, top5_acc: 0.9599, loss_cls: 0.6260, loss: 0.6260, grad_norm: 3.6004 2020-10-12 17:50:52,631 - mmaction - INFO - Epoch [50][920/1253] lr: 3.000e-04, eta: 0:06:39, time: 1.084, data_time: 0.004, memory: 10398, top1_acc: 0.8279, top5_acc: 0.9568, loss_cls: 0.6370, loss: 0.6370, grad_norm: 3.6741 2020-10-12 17:51:12,290 - mmaction - INFO - Epoch [50][940/1253] lr: 3.000e-04, eta: 0:06:15, time: 0.983, data_time: 0.002, memory: 10398, top1_acc: 0.8417, top5_acc: 0.9625, loss_cls: 0.5974, loss: 0.5974, grad_norm: 3.5825 2020-10-12 17:51:33,125 - mmaction - INFO - Epoch [50][960/1253] lr: 3.000e-04, eta: 0:05:51, time: 1.041, data_time: 0.005, memory: 10398, top1_acc: 0.8237, top5_acc: 0.9461, loss_cls: 0.6554, loss: 0.6554, grad_norm: 3.6098 2020-10-12 17:51:55,174 - mmaction - INFO - Epoch [50][980/1253] lr: 3.000e-04, eta: 0:05:27, time: 1.104, data_time: 0.005, memory: 10398, top1_acc: 0.8359, top5_acc: 0.9560, loss_cls: 0.6201, loss: 0.6201, grad_norm: 3.5593 2020-10-12 17:52:16,198 - mmaction - INFO - Epoch [50][1000/1253] lr: 3.000e-04, eta: 0:05:03, time: 1.051, data_time: 0.002, memory: 10398, top1_acc: 0.8294, top5_acc: 0.9516, loss_cls: 0.6489, loss: 0.6489, grad_norm: 3.6294 2020-10-12 17:52:36,605 - mmaction - INFO - Epoch [50][1020/1253] lr: 3.000e-04, eta: 0:04:39, time: 1.021, data_time: 0.007, memory: 10398, top1_acc: 0.8352, top5_acc: 0.9578, loss_cls: 0.6136, loss: 0.6136, grad_norm: 3.6020 2020-10-12 17:52:56,586 - mmaction - INFO - Epoch [50][1040/1253] lr: 3.000e-04, eta: 0:04:15, time: 0.999, data_time: 0.005, memory: 10398, top1_acc: 0.8406, top5_acc: 0.9591, loss_cls: 0.6155, loss: 0.6155, grad_norm: 3.5899 2020-10-12 17:53:17,849 - mmaction - INFO - Epoch [50][1060/1253] lr: 3.000e-04, eta: 0:03:51, time: 1.063, data_time: 0.002, memory: 10398, top1_acc: 0.8453, top5_acc: 0.9568, loss_cls: 0.6118, loss: 0.6118, grad_norm: 3.5458 2020-10-12 17:53:38,803 - mmaction - INFO - Epoch [50][1080/1253] lr: 3.000e-04, eta: 0:03:27, time: 1.046, data_time: 0.005, memory: 10398, top1_acc: 0.8268, top5_acc: 0.9568, loss_cls: 0.6369, loss: 0.6369, grad_norm: 3.7866 2020-10-12 17:54:00,199 - mmaction - INFO - Epoch [50][1100/1253] lr: 3.000e-04, eta: 0:03:03, time: 1.072, data_time: 0.006, memory: 10398, top1_acc: 0.8352, top5_acc: 0.9560, loss_cls: 0.6232, loss: 0.6232, grad_norm: 3.7537 2020-10-12 17:54:21,884 - mmaction - INFO - Epoch [50][1120/1253] lr: 3.000e-04, eta: 0:02:39, time: 1.082, data_time: 0.002, memory: 10398, top1_acc: 0.8281, top5_acc: 0.9596, loss_cls: 0.6388, loss: 0.6388, grad_norm: 3.7009 2020-10-12 17:54:42,794 - mmaction - INFO - Epoch [50][1140/1253] lr: 3.000e-04, eta: 0:02:15, time: 1.047, data_time: 0.007, memory: 10398, top1_acc: 0.8299, top5_acc: 0.9570, loss_cls: 0.6327, loss: 0.6327, grad_norm: 3.6860 2020-10-12 17:55:02,847 - mmaction - INFO - Epoch [50][1160/1253] lr: 3.000e-04, eta: 0:01:51, time: 1.003, data_time: 0.005, memory: 10398, top1_acc: 0.8461, top5_acc: 0.9589, loss_cls: 0.5859, loss: 0.5859, grad_norm: 3.5030 2020-10-12 17:55:23,148 - mmaction - INFO - Epoch [50][1180/1253] lr: 3.000e-04, eta: 0:01:27, time: 1.016, data_time: 0.003, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9536, loss_cls: 0.6355, loss: 0.6355, grad_norm: 3.6693 2020-10-12 17:55:44,301 - mmaction - INFO - Epoch [50][1200/1253] lr: 3.000e-04, eta: 0:01:03, time: 1.056, data_time: 0.004, memory: 10398, top1_acc: 0.8292, top5_acc: 0.9534, loss_cls: 0.6359, loss: 0.6359, grad_norm: 3.6211 2020-10-12 17:56:04,685 - mmaction - INFO - Epoch [50][1220/1253] lr: 3.000e-04, eta: 0:00:39, time: 1.021, data_time: 0.005, memory: 10398, top1_acc: 0.8419, top5_acc: 0.9526, loss_cls: 0.6245, loss: 0.6245, grad_norm: 3.5587 2020-10-12 17:56:25,723 - mmaction - INFO - Epoch [50][1240/1253] lr: 3.000e-04, eta: 0:00:15, time: 1.052, data_time: 0.005, memory: 10398, top1_acc: 0.8307, top5_acc: 0.9562, loss_cls: 0.6354, loss: 0.6354, grad_norm: 3.6589 2020-10-12 17:56:38,861 - mmaction - INFO - Saving checkpoint at 50 epochs